loan_ref,product_code,date_approved,date_disbursed,first_payment_due,maturity_date,amount_usd,annual_rate_pct,term_months,payment_frequency,loan_purpose,client_gender,client_dob,marital_status,num_dependents,employment_sector,months_at_employer,monthly_income_usd,existing_obligations,collateral_type,disbursement_channel,province DFO6773,0,2025-02-08,2025-02-15,2025-03-16,2025-08-14,2146.06,116.55,6,Monthly,Vehicle,Female,23-Feb-2006,Single,,Mining,,417.31,1,Guarantor,EcoCash,Mashonaland_West ACG1537,2,2025-10-27,2025-11-07,2025-12-07,2026-11-02,1987.64,13.53,12,Monthly,Farming_Inputs,Male,24-Oct-2000,Single,3,Agriculture,7,119.14,0,Guarantor,EcoCash,Masvingo DQL8503,5,2025-01-01,2025-01-22,2025-02-23,2025-04-22,896.59,138.45,3,Monthly,Personal,Male,15-Aug-1982,Married,5,Mining,139,745.36,1,Vehicle,EcoCash,Midlands SIM5667,3,2026-02-06,2026-02-26,2026-03-24,2028-02-16,2123.05,14.51,24,Monthly,Personal,Male,28-Feb-1997,Single,2,Manufacturing,76,526.21,4,None,Bank_Transfer,Bulawayo CGP5642,3,2025-10-08,2025-10-19,2025-11-13,2027-04-12,1305.64,14.3,18,Monthly,School_Fees,Male,16-Jul-1994,Married,2,Mining,55,383.51,2,Guarantor,Bank_Transfer,Manicaland RPR2789,2,2025-10-08,2025-10-10,2025-11-11,2027-09-30,2471.19,108.78,24,Weekly,Farming_Inputs,Female,11-Apr-1975,Widowed,2,Government,142,613.94,0,None,EcoCash,Harare HGL6434,3,2025-07-25,2025-08-06,2025-08-28,2027-07-27,1729.57,63.52,24,Monthly,Personal,Female,16-May-1978,Married,3,Informal_Sector,6,456.56,3,Savings,EcoCash,Masvingo PUI8765,1,2025-03-07,2025-03-23,2025-04-24,2026-03-18,16600.55,101.41,12,Bi-Weekly,Equipment,Female,28-Jul-1999,Single,3,Construction,5,,3,Vehicle,InnBucks,Harare RQE9284,2,2025-04-20,2025-05-08,2025-06-12,2026-05-03,4758.04,85.06,12,Monthly,Farming_Inputs,Male,07-Feb-1966,Married,6,Manufacturing,18,818.36,1,Livestock,OneMoney,Matabeleland_North IBC5636,2,2025-09-26,2025-10-05,2025-11-09,2026-04-03,4971.33,78.11,6,Monthly,Farming_Inputs,Female,25-Jan-1974,Single,6,Retail_Trade,75,700.51,6,Livestock,Bank_Transfer,Bulawayo ROD6708,4,2026-01-05,2026-01-19,2026-02-17,2027-07-13,2443.85,96.25,18,Monthly,Home_Improvement,Male,18-Feb-2006,Single,0,Agriculture,14,97.8,2,Property,Bank_Transfer,Harare PVG1848,3,2025-06-10,2025-06-21,2025-07-18,2025-12-18,1122.4,12.1,6,Monthly,School_Fees,Male,28-Jun-1999,Single,3,Informal_Sector,26,501.01,0,,Bank_Transfer,Matabeleland_North THG3807,0,2025-06-11,2025-06-16,2025-07-21,2025-09-14,2805.07,17.8,3,Monthly,School_Fees,Male,09-Mar-1977,Married,,Retail_Trade,88,,3,Savings,Cash,Harare VAU3040,4,2025-06-05,2025-06-08,2025-07-05,2027-05-29,4053.81,15.46,24,Monthly,Equipment,Male,02-Feb-1992,Married,0,Agriculture,22,177.41,1,None,Bank_Transfer,Harare DWL2697,0,2025-09-07,2025-09-09,2025-10-22,2026-09-04,4724.19,16.97,12,Monthly,Equipment,Male,08-May-1967,Widowed,4,Healthcare,112,996.9,1,None,Cash,Harare ZAN7304,0,2025-05-29,2025-06-15,2025-07-21,2026-12-07,2919.95,138.31,18,Monthly,Business_Expansion,Female,22-Apr-2004,Single,0,Informal_Sector,13,406.63,4,Guarantor,OneMoney,Masvingo TVE9995,0,2025-06-29,2025-07-05,2025-08-02,2027-06-25,1837.44,17.78,24,Monthly,Working_Capital,Male,12-Feb-1985,Divorced,4,Transport,90,342.41,0,Savings,Bank_Transfer,Mashonaland_West PCF6080,1,2025-09-26,2025-09-27,2025-10-22,2026-09-22,13391.71,76.56,12,Bi-Weekly,Business_Expansion,Male,17-Oct-1994,Married,2,Construction,91,,4,None,EcoCash,Bulawayo UPT5060,0,2025-09-06,2025-09-18,2025-10-26,2026-09-13,1406.36,84.31,12,Monthly,,Male,12-Mar-1966,Married,5,Agriculture,69,388.51,2,Guarantor,Bank_Transfer,Harare HKP8843,2,2025-01-30,2025-02-12,2025-03-28,2026-02-07,5934.71,120.48,12,Weekly,Equipment,Male,07-Dec-1963,Widowed,1,,17,550.58,1,Livestock,Cash,Manicaland QJU1928,5,2025-04-06,2025-04-12,2025-05-10,2025-10-09,726.66,190.31,6,Weekly,Medical,Male,16-May-2003,Single,1,Government,50,593.76,0,Property,Cash,Mashonaland_West ZON6991,1,2025-06-07,2025-06-11,2025-07-14,2026-06-06,6266.28,87.4,12,Monthly,Working_Capital,Female,20-Jul-1983,Single,0,Government,148,593.21,1,Vehicle,EcoCash,Mashonaland_West RAE1398,1,2025-11-19,2025-12-06,2026-01-13,2026-06-04,4291.76,14.62,6,Weekly,Stock_Purchase,Male,01-Mar-1998,Single,1,Agriculture,98,516.14,1,Property,OneMoney,Manicaland SWH4514,4,2025-10-29,2025-11-19,2025-12-27,2027-05-13,8001.26,19.52,18,Monthly,Equipment,Female,28-Feb-1962,Widowed,1,Retail_Trade,12,565.92,1,Guarantor,OneMoney,Mashonaland_Central IIG1667,1,2025-02-03,2025-02-12,2025-03-26,2025-08-11,16150.0,98.74,6,Monthly,Stock_Purchase,Male,15-Oct-1986,Married,3,NGO,18,1965.24,6,Vehicle,Bank_Transfer,Manicaland VMS8326,4,2025-06-20,2025-06-27,2025-08-01,2026-12-19,8099.36,101.94,18,Bi-Weekly,Equipment,Female,14-Nov-1968,Married,,Education,71,492.15,4,Property,OneMoney,Midlands GRQ7156,1,2025-04-10,2025-04-14,2025-05-16,2025-10-11,41314.55,117.01,6,Monthly,Business_Expansion,Male,18-Oct-1993,,2,Finance,29,2032.07,0,Guarantor,EcoCash,Harare CAE5003,1,2025-04-01,2025-04-10,2025-05-07,2026-10-02,17512.98,13.97,18,Monthly,Equipment,Female,11-Nov-1993,Married,,,14,1106.48,4,Vehicle,Bank_Transfer,Manicaland FRS9838,1,2025-04-02,2025-04-14,2025-05-12,2026-04-09,14512.81,10.27,12,Monthly,Business_Expansion,Female,15-Jul-1977,Married,5,Telecom,109,1976.64,2,,Cash,Harare DFN4452,1,2026-01-04,2026-01-09,2026-02-23,2027-01-04,1121.95,13.4,12,Bi-Weekly,Equipment,Male,15-Apr-1964,Married,1,Informal_Sector,8,135.36,2,None,,Bulawayo GZO1321,3,2025-12-12,2025-12-14,2026-01-15,2026-12-09,5816.87,15.22,12,Monthly,Medical,Male,28-Oct-1971,Married,4,Mining,31,1581.9,2,Property,EcoCash,Bulawayo RGA5708,5,2025-10-29,2025-11-15,2025-12-28,2026-02-13,1535.85,159.16,3,Bi-Weekly,Medical,Female,19-Jun-1977,Single,3,Education,44,763.67,2,Savings,OneMoney,Manicaland ZJV4081,3,2025-03-27,2025-04-02,2025-04-28,2025-09-29,1544.04,17.4,6,Monthly,Debt_Consolidation,Male,22-Dec-1958,Married,6,Agriculture,48,539.5,8,Savings,EcoCash,Midlands WXI1643,1,2025-03-17,2025-03-24,2025-05-07,2028-03-08,4194.31,15.09,36,Monthly,Business_Expansion,Male,14-Jul-1993,Married,4,Informal_Sector,19,590.77,3,Vehicle,Bank_Transfer,Harare SBD7132,0,2025-12-29,2026-01-13,2026-02-19,2026-07-12,503.92,17.75,6,Bi-Weekly,Farming_Inputs,Male,07-Mar-1987,Single,3,Manufacturing,30,209.66,0,Guarantor,InnBucks,Harare HZL3502,5,2025-12-01,2025-12-20,2026-01-28,2026-03-20,408.4,186.36,3,Weekly,Personal,Female,23-Dec-1998,Single,4,Construction,11,181.23,0,None,EcoCash,Bulawayo WKR0537,3,2025-10-19,2025-10-20,2025-11-28,2026-10-15,2179.22,17.91,12,Monthly,Rent,Female,04-Oct-1995,Single,3,Construction,13,396.5,3,Savings,InnBucks,Harare XLB2397,1,2025-06-22,2025-07-11,2025-08-12,2028-06-25,7629.61,12.22,36,Monthly,Business_Expansion,Female,15-Jul-1992,Married,2,Mining,73,1152.71,4,Livestock,OneMoney,Harare ACA6327,1,2026-01-17,2026-01-23,2026-03-08,2027-07-17,5305.76,121.23,18,Monthly,Equipment,Male,14-Jun-1982,Married,2,Manufacturing,79,586.28,0,Guarantor,Bank_Transfer,Mashonaland_East IOC0400,1,2025-06-16,2025-06-22,2025-07-28,2026-06-17,5636.33,117.35,12,Monthly,Working_Capital,Male,27-Nov-1965,Married,4,Government,50,347.12,2,None,Cash,Masvingo UCF3461,3,2025-06-30,2025-07-20,2025-08-22,2026-07-15,677.37,14.62,12,Monthly,Rent,Male,05-Sep-1960,Married,4,Construction,77,320.31,3,Guarantor,InnBucks,Matabeleland_South EAH5172,2,2025-03-24,2025-03-26,2025-05-07,2026-03-21,9928.74,100.32,12,Monthly,Farming_Inputs,Female,13-Nov-1997,Married,4,,83,770.12,1,None,EcoCash,Masvingo ZMH9077,1,2025-07-31,2025-08-19,2025-09-28,2026-02-15,2369.69,135.6,6,Monthly,Equipment,Male,07-Mar-2003,Single,1,Informal_Sector,,,0,None,EcoCash,Bulawayo ETP6377,1,2025-03-09,2025-03-16,2025-04-28,2026-03-11,2475.93,129.7,12,Weekly,Business_Expansion,Male,23-Aug-1985,Married,2,Manufacturing,80,199.75,3,Vehicle,Bank_Transfer,Bulawayo BRN1398,2,2025-07-27,2025-07-28,2025-08-28,2027-07-18,1074.53,112.48,24,Monthly,Farming_Inputs,Male,17-Nov-1994,Married,3,Informal_Sector,44,113.19,2,Property,EcoCash,Harare PFW7493,3,2025-12-03,2025-12-22,2026-01-25,2026-06-20,2810.59,13.07,6,Monthly,Personal,Female,17-Dec-1994,Married,6,Manufacturing,38,915.09,7,None,EcoCash,Harare DTB4517,5,2025-03-20,2025-03-30,2025-05-04,2025-06-28,330.65,154.81,3,Weekly,Funeral,Female,12-Oct-1980,Divorced,7,Informal_Sector,,201.93,2,None,EcoCash,Mashonaland_Central ILK1949,0,2025-12-23,2025-12-29,2026-02-02,2026-03-29,2813.4,135.6,3,Monthly,Stock_Purchase,Male,24-Oct-1992,Married,2,Government,93,633.84,0,,Bank_Transfer,Harare PBE7941,1,2025-04-07,2025-04-23,2025-05-21,2026-10-15,4764.94,123.32,18,Weekly,Working_Capital,Female,17-Nov-2002,Single,1,Education,30,,5,Property,InnBucks,Bulawayo HJR0365,5,2025-05-25,2025-06-03,2025-07-13,2025-09-01,513.7,144.21,3,Weekly,Medical,Male,14-Dec-1977,Married,3,Informal_Sector,7,389.08,1,Guarantor,InnBucks,Matabeleland_North ZMC9606,4,2025-09-27,2025-10-17,2025-11-25,2026-10-12,866.7,18.07,12,Monthly,Home_Improvement,Female,09-Dec-1981,Married,,Informal_Sector,51,52.87,2,None,EcoCash,Bulawayo FLT3646,0,2025-08-22,2025-09-11,2025-10-15,2025-12-10,3044.43,,3,Monthly,Equipment,Male,20-Apr-1992,Married,3,Government,37,852.4,0,Savings,EcoCash,Manicaland PYI1436,1,2025-01-13,2025-01-30,2025-03-11,2028-01-15,3531.06,12.38,36,Monthly,Business_Expansion,Female,12-Aug-1976,Divorced,5,Agriculture,67,185.57,1,Savings,Bank_Transfer,Bulawayo MJQ4939,0,2025-02-17,2025-03-01,2025-04-11,2027-02-19,1752.18,132.78,24,Monthly,Medical,Male,11-Nov-1983,Divorced,7,Manufacturing,39,804.35,0,Savings,Cash,Midlands TSY2603,0,2025-05-05,2025-05-15,2025-06-18,2025-11-11,282.13,123.68,6,Bi-Weekly,Home_Improvement,Female,08-Apr-1998,Married,3,Informal_Sector,24,111.95,4,None,InnBucks,Harare YDG0242,0,2024-12-18,2025-01-06,2025-02-02,2026-01-01,1897.16,151.17,12,Monthly,Livestock,Male,07-Feb-1987,Married,6,Informal_Sector,8,,5,Guarantor,OneMoney,Harare SIZ1523,0,2025-12-17,2025-12-28,2026-02-06,2026-12-23,1617.64,105.81,12,Monthly,Livestock,Male,30-Jul-1983,Married,5,Transport,97,544.03,4,Savings,EcoCash,Matabeleland_North HSD3272,1,2025-03-22,2025-03-29,2025-04-23,2026-03-24,5082.22,112.97,12,Bi-Weekly,Working_Capital,Female,11-Nov-1976,Divorced,3,Manufacturing,,212.68,1,Guarantor,EcoCash,Mashonaland_West QGG9170,3,2025-12-17,2025-12-18,2026-01-26,2027-12-08,686.87,13.01,24,Bi-Weekly,School_Fees,Male,05-Jun-1995,Married,2,Informal_Sector,43,321.99,2,None,OneMoney,Mashonaland_West KUP3285,0,2025-05-28,2025-05-31,2025-07-08,2025-11-27,1008.55,127.51,6,Bi-Weekly,Debt_Consolidation,Male,20-Aug-1981,Divorced,7,Mining,158,400.11,0,Property,InnBucks,Manicaland SRM1677,2,2025-04-01,2025-04-21,2025-05-26,2026-04-16,11003.98,133.11,12,Monthly,Farming_Inputs,Male,03-Jul-1994,Single,2,Construction,98,1047.6,3,None,EcoCash,Harare WUA7908,4,2026-01-13,2026-01-20,2026-03-01,2029-01-04,12025.72,99.17,36,Monthly,Vehicle,Female,19-Nov-1961,Married,5,Telecom,106,683.03,1,Savings,Cash,Mashonaland_East SID8395,4,2025-07-24,2025-08-06,2025-09-19,2028-07-21,11265.33,13.45,36,Monthly,Vehicle,Female,26-Jul-1984,Single,2,Telecom,119,1043.77,0,Vehicle,EcoCash,Harare VOK2057,0,2026-01-25,2026-01-30,2026-03-10,2026-07-29,672.26,146.24,6,Monthly,School_Fees,Male,15-May-1997,Married,0,Agriculture,9,307.19,3,None,Cash,Harare XZK8217,5,2025-07-10,2025-07-27,2025-08-24,2025-08-26,765.43,104.72,1,Bi-Weekly,Personal,Female,07-Jul-1982,Single,6,Construction,86,306.85,3,Vehicle,Cash,Midlands NNT9148,1,2026-01-22,2026-02-07,2026-03-13,2027-08-01,21899.64,12.38,18,Monthly,Working_Capital,Male,22-Oct-1973,Married,4,Telecom,64,,0,None,Bank_Transfer,Bulawayo TMJ9163,4,2025-11-24,2025-11-27,2025-12-23,2027-11-17,6779.55,12.84,24,Monthly,Vehicle,Female,08-Nov-1998,Single,2,Agriculture,12,403.7,3,Vehicle,EcoCash,Matabeleland_North CNL5625,0,2025-05-21,2025-05-31,2025-07-12,2025-11-27,5701.52,108.07,6,Weekly,Stock_Purchase,Male,11-Mar-1986,Married,4,Telecom,130,1288.47,0,Vehicle,Bank_Transfer,Bulawayo LDU1725,0,2025-03-24,2025-04-11,2025-05-18,2025-10-08,3585.8,,6,Monthly,Medical,Male,18-Aug-1994,Married,3,Mining,92,496.31,2,Savings,EcoCash,Harare MCZ6471,2,2025-06-27,2025-07-17,2025-08-23,2026-01-13,3290.78,136.29,6,Monthly,Farming_Inputs,Male,17-Feb-1984,Married,2,Education,69,,5,Property,Cash,Manicaland CLT8952,3,2024-12-14,2025-01-01,2025-02-14,2026-12-22,449.78,74.94,24,Monthly,,Male,27-Sep-2004,Single,0,Agriculture,14,150.92,1,Guarantor,Cash,Harare ELK6989,1,2025-10-25,2025-10-31,2025-12-10,2028-10-15,3342.44,,36,Bi-Weekly,Working_Capital,Female,26-Mar-2000,Married,4,Agriculture,11,189.37,4,Savings,Bank_Transfer,Bulawayo BBW4784,1,2025-07-02,2025-07-09,2025-08-07,2027-06-29,9341.16,13.23,24,Bi-Weekly,Stock_Purchase,Female,02-May-1965,Married,1,Government,81,906.17,0,Vehicle,InnBucks,Midlands QAY3817,2,2024-12-17,2025-01-02,2025-02-04,2025-12-28,670.54,103.75,12,Monthly,Working_Capital,Male,01-Nov-1992,Married,2,Informal_Sector,16,78.05,1,Savings,EcoCash,Harare AYC4715,0,2025-10-30,2025-11-16,2025-12-20,2026-05-15,2495.16,122.92,6,Bi-Weekly,Rent,Female,06-Aug-2006,Married,,,10,1250.65,1,Guarantor,Bank_Transfer,Bulawayo BEM7158,2,2025-02-02,2025-02-06,2025-03-07,2025-11-03,907.39,75.75,9,Monthly,Farming_Inputs,Male,05-Oct-1968,Married,7,Agriculture,38,158.51,2,None,Bank_Transfer,Midlands BWZ1441,1,2025-04-03,2025-04-17,2025-05-24,2028-04-01,12467.96,12.99,36,Monthly,Business_Expansion,Female,12-Feb-1978,Widowed,6,Retail_Trade,41,524.03,6,Property,Bank_Transfer,Harare UBF2009,1,2025-08-08,2025-08-11,2025-09-18,2027-08-01,8464.16,105.94,24,Monthly,Stock_Purchase,Male,26-Jul-1994,Married,,Education,35,471.73,0,Property,Bank_Transfer,Harare LRC6071,0,2025-06-20,2025-06-23,2025-07-28,2025-12-20,2526.45,99.52,6,Weekly,Equipment,Male,06-May-1959,Married,3,Informal_Sector,17,567.92,6,Guarantor,EcoCash,Harare ODN6164,0,2025-05-12,2025-05-14,2025-06-15,2025-08-12,3097.31,170.43,3,Monthly,Rent,Female,31-Oct-1966,Married,5,Construction,66,816.42,4,None,EcoCash,Mashonaland_East AMQ8363,5,2025-07-25,2025-08-12,2025-09-06,2025-09-11,1001.36,178.04,1,Weekly,Personal,Male,02-Apr-1974,Married,1,Manufacturing,10,668.66,1,,Bank_Transfer,Harare XZQ0660,4,2026-02-06,2026-02-13,2026-03-13,2027-08-07,9830.12,119.04,18,Monthly,Equipment,Male,01-Aug-1985,Married,6,Retail_Trade,86,,1,Guarantor,Bank_Transfer,Harare BZN0084,0,2025-09-03,2025-09-06,2025-10-08,2025-12-05,3122.01,102.4,3,Weekly,Equipment,Male,10-Sep-1967,Married,4,Finance,26,1028.16,0,,Bank_Transfer,Mashonaland_East PMP2691,4,2025-11-18,2025-11-24,2026-01-04,2028-11-08,5957.19,17.77,36,Monthly,Equipment,Female,28-Oct-1975,Married,2,Agriculture,132,362.77,3,Vehicle,Bank_Transfer,Matabeleland_North ETA5284,2,2025-09-22,2025-09-30,2025-10-27,2026-09-25,2942.97,8.87,12,Bi-Weekly,Equipment,Male,08-Feb-1972,Married,6,Informal_Sector,25,348.56,2,Livestock,Cash,Mashonaland_East OJY4163,4,2025-06-17,2025-06-26,2025-08-08,2028-06-10,3330.3,17.09,36,Monthly,Vehicle,Male,13-Feb-1994,Divorced,3,Informal_Sector,11,,0,Livestock,EcoCash,Harare IFE1361,1,2024-12-31,2025-01-20,2025-02-18,2025-07-19,4841.01,105.71,6,Bi-Weekly,Business_Expansion,Male,27-Sep-1974,Widowed,4,Construction,101,298.89,0,None,InnBucks,Matabeleland_South GIZ8603,0,2025-08-07,2025-08-14,2025-09-13,2026-08-09,1432.22,119.7,12,Monthly,Medical,Male,28-Jun-1957,Married,6,Agriculture,70,291.05,7,None,EcoCash,Midlands OZI7954,1,2025-04-10,2025-04-24,2025-06-06,2026-04-19,11573.22,97.48,12,Monthly,Working_Capital,Male,04-Apr-1992,Single,4,Mining,38,451.19,2,Property,OneMoney,Mashonaland_Central XLJ9298,4,2025-10-23,2025-11-12,2025-12-07,2028-10-27,7684.55,20.18,36,Monthly,Equipment,Female,08-Jul-1966,Married,3,Agriculture,69,292.88,4,Property,Cash,Matabeleland_North EPS9448,0,2025-08-15,2025-08-19,2025-09-21,2025-11-17,423.86,125.86,3,Monthly,Medical,Male,18-Jan-2006,Single,3,Informal_Sector,6,,0,Guarantor,EcoCash,Bulawayo DKV5123,4,2025-08-14,2025-09-03,2025-10-05,2026-08-29,9039.55,96.62,12,Weekly,Home_Improvement,Female,12-Apr-1960,Married,,Manufacturing,103,523.71,5,Vehicle,EcoCash,Midlands JMM7357,2,2025-07-19,2025-07-28,2025-09-07,2026-07-23,11045.58,15.71,12,Monthly,Livestock,Female,07-Sep-1987,Married,3,Finance,54,1321.14,0,Property,Cash,Mashonaland_East BSP2705,5,2026-01-06,2026-01-21,2026-02-26,2026-04-21,1751.85,162.54,3,Monthly,Rent,Male,16-Jan-1985,Single,5,Manufacturing,61,814.2,2,Livestock,Cash,Mashonaland_East NNH3400,0,2025-12-05,2025-12-19,2026-02-02,2026-06-17,1414.09,92.54,6,Monthly,Rent,Male,22-May-1995,Single,2,Healthcare,114,767.75,1,Guarantor,EcoCash,Harare WYY4670,4,2025-04-27,2025-05-05,2025-06-06,2029-04-14,5652.47,66.48,48,Monthly,Equipment,Male,27-Sep-1970,Married,2,Transport,145,251.03,1,Guarantor,OneMoney,Mashonaland_Central PNS7835,2,2025-08-11,2025-08-14,2025-09-10,2026-02-10,6096.45,77.87,6,Monthly,Working_Capital,Male,21-Sep-1964,Married,5,Government,84,,0,Livestock,EcoCash,Harare ZJU6296,3,2025-04-13,2025-04-28,2025-06-03,2026-10-20,1289.65,11.87,18,Monthly,Medical,Male,30-Mar-1987,Married,3,Agriculture,65,393.01,3,Livestock,InnBucks,Mashonaland_Central FBV1095,2,2025-02-05,2025-02-26,2025-04-10,2026-02-21,1313.16,108.95,12,Monthly,Equipment,Male,11-Dec-1979,Widowed,2,Informal_Sector,36,,2,Livestock,InnBucks,Harare AQY6650,0,2025-07-21,2025-08-08,2025-09-06,2026-08-03,1449.12,112.19,12,Bi-Weekly,Livestock,Female,14-Jun-1968,Married,2,Agriculture,85,407.29,5,None,OneMoney,Mashonaland_East WWO8325,0,2026-01-07,2026-01-25,2026-02-21,2028-01-15,9632.52,112.4,24,Monthly,,Female,05-Jun-1999,Married,5,Telecom,,2333.14,2,Livestock,InnBucks,Matabeleland_South UAR0401,2,2025-09-01,2025-09-06,2025-10-03,2026-09-01,3333.22,12.43,12,Monthly,Farming_Inputs,Female,30-Jan-1976,Married,5,Government,202,475.78,3,Livestock,Bank_Transfer,Midlands FFJ6554,3,2025-05-02,2025-05-10,2025-06-13,2026-05-05,807.44,13.94,12,Bi-Weekly,School_Fees,Male,19-Dec-1993,Divorced,,Transport,17,453.22,1,Guarantor,EcoCash,Midlands HQA2546,0,2026-01-18,2026-01-23,2026-03-05,2026-07-22,4092.8,19.38,6,Monthly,Vehicle,Female,11-Mar-1996,Married,6,Healthcare,57,1164.87,0,None,Cash,Mashonaland_West TIO2245,0,2025-03-01,2025-03-15,2025-04-27,2025-09-11,1651.05,107.93,6,Monthly,Debt_Consolidation,Male,07-Jul-1985,Married,2,Retail_Trade,35,710.58,1,None,Cash,Manicaland UYC8813,1,2025-05-05,2025-05-22,2025-06-23,2027-05-12,6884.84,131.0,24,Monthly,Equipment,Female,22-Sep-1983,Widowed,2,Retail_Trade,18,708.29,0,Vehicle,EcoCash,Bulawayo TFZ3535,5,2026-02-04,2026-02-11,2026-03-19,2026-08-10,335.9,136.75,6,Monthly,Personal,Male,26-Oct-1990,Divorced,3,Education,22,,7,Livestock,OneMoney,Mashonaland_Central WET5158,0,2025-08-23,2025-08-26,2025-09-28,2027-08-16,2095.7,132.76,24,Bi-Weekly,Debt_Consolidation,Male,21-May-1982,Single,3,Agriculture,121,377.41,1,Guarantor,OneMoney,Harare TYB4328,1,2025-06-14,2025-07-01,2025-08-06,2026-06-26,6218.46,107.66,12,Monthly,Business_Expansion,Male,10-Feb-1990,Married,5,Retail_Trade,32,889.13,2,Guarantor,EcoCash,Mashonaland_West DJW5769,2,2025-11-03,2025-11-09,2025-12-13,2026-11-04,2545.37,139.17,12,Bi-Weekly,Farming_Inputs,Female,09-Apr-1997,Married,,Construction,50,332.44,1,Savings,InnBucks,Bulawayo TFJ7526,2,2025-10-31,2025-11-08,2025-12-13,2026-08-05,7066.49,92.0,9,Monthly,Farming_Inputs,Female,21-Dec-2004,Single,1,Retail_Trade,14,716.0,2,None,EcoCash,Mashonaland_Central IME8210,1,2026-01-13,2026-01-22,2026-02-16,2027-07-16,1153.77,16.47,18,Monthly,Working_Capital,Male,03-Mar-1966,Married,3,Agriculture,128,152.75,4,Livestock,EcoCash,Bulawayo XAC2820,0,2025-12-19,2025-12-27,2026-02-05,2026-06-25,8648.03,114.91,6,Monthly,Equipment,Male,04-May-1963,Single,5,Finance,42,1890.42,3,Property,EcoCash,Matabeleland_North BCN1457,1,2025-03-22,2025-04-11,2025-05-21,2028-03-26,10289.0,126.42,36,Monthly,Working_Capital,Male,16-Jan-1988,Married,2,NGO,,877.38,2,Vehicle,EcoCash,Manicaland ZXL1102,2,2025-03-04,2025-03-12,2025-04-11,2026-03-07,3978.08,124.27,12,Bi-Weekly,,Male,13-Nov-1973,Married,3,Informal_Sector,5,393.18,4,Guarantor,InnBucks,Harare NNR7100,1,2025-04-13,2025-05-03,2025-06-08,2026-04-28,7593.72,14.47,12,Monthly,Business_Expansion,Male,19-Apr-2001,Married,0,Informal_Sector,38,420.13,0,Guarantor,EcoCash,Matabeleland_North LZL5785,1,2025-08-17,2025-08-19,2025-10-01,2026-08-14,2267.3,13.96,12,Bi-Weekly,Stock_Purchase,Male,09-Feb-1964,Married,6,Agriculture,119,107.19,0,Guarantor,Bank_Transfer,Matabeleland_North HOJ4432,2,2025-04-15,2025-04-17,2025-05-28,2027-04-07,1491.09,101.6,24,Bi-Weekly,Working_Capital,Male,09-Dec-1969,Widowed,6,Retail_Trade,72,342.81,0,Livestock,InnBucks,Mashonaland_Central QCK4637,4,2025-12-28,2026-01-11,2026-02-20,2029-12-21,7048.47,18.1,48,Monthly,Vehicle,Male,28-Jun-1965,Divorced,2,Education,69,508.17,4,Guarantor,InnBucks,Mashonaland_West ZVA9791,4,2025-11-14,2025-11-21,2025-12-20,2028-11-05,2054.76,18.43,36,Monthly,Vehicle,Female,24-Jul-1964,Married,3,Informal_Sector,13,138.83,0,Property,InnBucks,Midlands QRJ4411,3,2025-09-10,2025-09-14,2025-10-18,2026-09-09,1320.85,13.36,12,Monthly,School_Fees,Female,15-Oct-1994,Married,1,Agriculture,96,,7,None,EcoCash,Harare UCZ8863,2,2025-03-08,2025-03-29,2025-05-12,2025-09-25,521.51,13.69,6,Monthly,Working_Capital,Male,26-Jul-1983,Widowed,1,,6,,2,Vehicle,InnBucks,Manicaland MKX7122,2,2025-12-21,2025-12-22,2026-01-23,2026-06-20,8338.79,82.8,6,Weekly,Working_Capital,Male,07-Jul-1985,Married,3,Finance,84,1803.08,3,None,EcoCash,Matabeleland_South GXA8899,4,2025-09-15,2025-09-16,2025-10-14,2029-08-26,7185.18,98.52,48,Monthly,,Female,14-Jun-1995,Married,6,Manufacturing,46,209.69,4,Property,Bank_Transfer,Mashonaland_West EAX7700,1,2026-01-24,2026-02-01,2026-03-13,2029-01-16,6506.8,100.16,36,Monthly,Business_Expansion,Male,24-Nov-1972,Married,1,Government,50,659.89,0,Vehicle,EcoCash,Harare QOH3789,1,2025-02-25,2025-03-10,2025-04-24,2028-02-23,3122.49,113.14,36,Monthly,Equipment,Female,26-Jan-1990,Single,1,,,226.89,4,Guarantor,EcoCash,Mashonaland_East NGC4355,0,2025-06-11,2025-07-01,2025-08-04,2026-06-26,3097.25,97.15,12,Monthly,,Male,02-Nov-1960,Married,4,Government,33,546.06,2,None,Bank_Transfer,Mashonaland_Central VJQ4277,2,2026-02-10,2026-02-21,2026-03-28,2028-02-11,6501.14,72.51,24,Monthly,Farming_Inputs,Male,06-Oct-1985,Married,,Finance,39,1263.89,6,Vehicle,OneMoney,Masvingo QZM9978,2,2025-10-14,2025-10-17,2025-11-17,2026-10-12,2610.43,76.89,12,Bi-Weekly,Farming_Inputs,Male,18-Mar-1976,Widowed,3,Government,136,412.49,0,Livestock,Cash,Harare TAQ3968,1,2024-12-27,2025-01-01,2025-02-02,2025-12-27,19955.27,98.47,12,Monthly,Equipment,Female,30-Oct-1994,,4,Transport,97,1065.83,0,Guarantor,Bank_Transfer,Bulawayo XBQ7957,1,2025-08-09,2025-08-15,2025-09-12,2026-08-10,5920.54,102.18,12,Monthly,Equipment,Female,04-Nov-1985,Divorced,3,Informal_Sector,23,227.85,1,Livestock,Bank_Transfer,Harare GUP9966,2,2025-09-20,2025-10-09,2025-11-07,2027-04-02,849.25,96.19,18,Bi-Weekly,Livestock,Male,16-Aug-1981,Married,5,Informal_Sector,44,141.32,2,Savings,EcoCash,Harare IZD6170,3,2025-09-10,2025-09-11,2025-10-21,2027-09-01,2908.97,18.23,24,Monthly,,Female,09-Jan-1981,Widowed,4,Finance,75,1166.77,0,Savings,EcoCash,Mashonaland_Central TME9261,1,2025-11-18,2025-11-30,2026-01-10,2028-11-14,25333.49,108.21,36,Monthly,Working_Capital,Male,28-Jul-1998,Divorced,1,Telecom,52,1811.85,3,Property,InnBucks,Harare DJO2039,0,2025-07-31,2025-08-15,2025-09-19,2026-08-10,3958.42,14.61,12,Monthly,Home_Improvement,Female,20-Feb-1985,Married,3,Manufacturing,30,592.19,3,Guarantor,Bank_Transfer,Mashonaland_West RSA0679,4,2025-04-24,2025-05-05,2025-05-28,2028-04-19,9594.54,21.77,36,Monthly,Home_Improvement,Female,05-Nov-1996,Single,0,Finance,37,525.07,0,Property,Cash,Masvingo SBW0791,1,2025-04-11,2025-04-22,2025-05-19,2028-04-06,3325.75,83.78,36,Monthly,Stock_Purchase,Male,05-Sep-2006,Single,2,Agriculture,5,178.67,5,None,InnBucks,Harare QSV7106,0,2025-07-06,2025-07-18,2025-08-15,2026-01-14,6897.19,16.78,6,Monthly,Working_Capital,Male,22-Dec-1990,Divorced,6,Telecom,9,768.97,3,None,EcoCash,Harare JMP1245,2,2025-02-11,2025-02-12,2025-03-26,2025-08-11,5035.43,79.0,6,Monthly,Farming_Inputs,Female,12-Sep-1995,Divorced,1,Education,21,303.12,1,Guarantor,EcoCash,Harare GUD9321,2,2025-10-22,2025-11-03,2025-12-16,2027-04-27,5737.62,66.59,18,Monthly,Farming_Inputs,Male,27-Oct-1995,Single,2,Government,53,537.06,4,Livestock,Cash,Manicaland LXM2954,2,2025-11-25,2025-12-04,2025-12-28,2027-11-24,887.78,119.15,24,Monthly,Working_Capital,Male,22-Oct-2004,Single,0,Informal_Sector,25,217.77,2,Vehicle,OneMoney,Midlands LGI4642,2,2025-01-04,2025-01-08,2025-02-02,2025-10-05,6264.26,75.52,9,Monthly,Working_Capital,Female,21-May-1972,Married,6,Manufacturing,132,1056.21,4,Guarantor,Bank_Transfer,Harare BQS7913,1,2024-12-29,2025-01-16,2025-02-28,2025-07-15,6146.1,12.94,6,Monthly,Business_Expansion,Female,22-Nov-1964,Married,4,Healthcare,72,765.87,3,,Bank_Transfer,Bulawayo XJS3739,0,2025-04-22,2025-04-24,2025-06-08,2026-04-19,593.02,15.69,12,Monthly,Debt_Consolidation,Male,03-Dec-1965,Widowed,5,Informal_Sector,10,,2,Guarantor,EcoCash,Midlands BUF1276,1,2025-04-14,2025-04-22,2025-05-20,2026-10-14,9846.78,131.74,18,Monthly,Working_Capital,Male,08-Mar-2007,Single,0,Manufacturing,10,870.01,0,Vehicle,Bank_Transfer,Midlands JTC1315,1,2025-07-14,2025-07-22,2025-08-27,2026-07-17,10487.72,14.38,12,Monthly,Stock_Purchase,Female,12-Mar-1982,Married,5,Transport,26,539.34,0,Property,EcoCash,Bulawayo WCG0333,3,2025-01-25,2025-02-11,2025-03-23,2026-08-05,1889.11,13.4,18,Monthly,Personal,Female,23-Sep-1983,Married,1,Mining,36,721.14,1,None,Bank_Transfer,Harare AKV2947,0,2025-07-15,2025-07-22,2025-08-21,2027-01-13,4464.74,17.44,18,Monthly,Stock_Purchase,Male,17-Nov-1989,Single,4,NGO,63,950.58,1,Guarantor,EcoCash,Masvingo BTW7748,2,2025-03-09,2025-03-22,2025-04-16,2026-03-17,4150.24,98.33,12,Monthly,Livestock,Female,12-Jul-1980,Widowed,7,Transport,,457.73,1,Livestock,EcoCash,Mashonaland_West OGY1474,4,2025-06-27,2025-06-30,2025-07-28,2027-06-20,6472.99,18.68,24,Monthly,Home_Improvement,Male,07-May-1957,Married,1,,,327.53,0,Property,EcoCash,Harare SSC6417,3,2026-02-04,2026-02-24,2026-03-28,2027-02-19,1799.64,15.61,12,Monthly,Personal,Male,26-Mar-1983,Divorced,1,,169,890.06,1,Property,InnBucks,Harare RIO4406,5,2025-06-23,2025-07-07,2025-08-17,2025-09-05,461.55,171.29,2,Weekly,Rent,Female,28-Oct-1986,Married,2,Education,101,373.82,0,None,Bank_Transfer,Masvingo RWS6732,0,2025-08-28,2025-09-12,2025-10-21,2025-12-11,3119.31,87.17,3,Monthly,Equipment,Female,29-May-1968,Married,2,Mining,72,999.61,2,Property,EcoCash,Mashonaland_East PAY3626,3,2025-04-04,2025-04-06,2025-05-05,2025-10-03,1782.78,14.38,6,Bi-Weekly,Debt_Consolidation,Male,23-Feb-1969,Married,5,Retail_Trade,74,487.84,0,Guarantor,OneMoney,Harare IWQ0772,1,2026-01-13,2026-01-16,2026-03-02,2027-01-11,16396.24,115.62,12,Monthly,Business_Expansion,Female,04-May-2005,Single,1,Finance,10,1067.36,2,Property,EcoCash,Harare CQC7476,0,2025-09-24,2025-10-02,2025-11-13,2026-03-31,904.3,17.08,6,Monthly,Equipment,Male,29-Sep-1993,Married,,Agriculture,153,266.6,1,Property,Bank_Transfer,Mashonaland_East FRA2470,3,2026-01-14,2026-01-29,2026-02-23,2027-07-23,316.15,65.83,18,Monthly,School_Fees,Female,07-Jul-1974,Married,1,Agriculture,91,95.54,2,Guarantor,EcoCash,Mashonaland_East LBI8368,1,2026-01-06,2026-01-20,2026-02-16,2028-01-10,10781.68,121.3,24,Monthly,Equipment,Male,28-Jul-1997,Married,,Mining,80,867.8,3,Property,Cash,Bulawayo VBO9478,1,2025-06-17,2025-07-02,2025-08-06,2027-06-22,7710.01,14.95,24,Monthly,Business_Expansion,Female,08-Sep-2003,Single,,Education,24,631.98,1,Livestock,EcoCash,Mashonaland_East XRQ6385,1,2025-08-12,2025-08-30,2025-09-28,2027-02-21,4839.99,13.9,18,Monthly,Working_Capital,Male,11-Oct-1966,Widowed,0,Government,51,832.09,1,None,EcoCash,Matabeleland_North ILW4257,1,2025-07-15,2025-08-04,2025-09-16,2027-01-26,8621.54,12.67,18,Monthly,Equipment,Female,25-Nov-1993,Divorced,3,Retail_Trade,146,429.71,0,Guarantor,Bank_Transfer,Harare GDS1490,0,2025-04-17,2025-05-07,2025-06-11,2026-10-29,1555.71,144.32,18,Monthly,Debt_Consolidation,Male,30-Jun-1999,Married,3,Transport,32,337.35,2,Guarantor,EcoCash,Harare PXX0426,5,2025-07-02,2025-07-12,2025-08-25,2025-09-10,751.47,117.22,2,Weekly,Personal,Male,15-Sep-1981,Married,2,Retail_Trade,82,351.1,1,Guarantor,Cash,Matabeleland_South XJM2247,1,2025-04-30,2025-05-18,2025-06-24,2028-05-02,8708.24,13.37,36,Monthly,Working_Capital,Male,15-Sep-1987,Single,2,Government,125,972.35,4,Property,Bank_Transfer,Matabeleland_South DOL0347,1,2025-11-29,2025-12-18,2026-01-15,2026-12-13,5720.75,16.94,12,Monthly,Business_Expansion,Male,21-Sep-1989,Married,2,Informal_Sector,21,358.48,1,,EcoCash,Harare WFV1019,3,2025-03-15,2025-03-22,2025-04-21,2026-03-17,1043.74,17.25,12,Monthly,Medical,Female,02-May-1976,Single,4,Agriculture,77,392.67,3,Guarantor,EcoCash,Mashonaland_West UVT5968,0,2026-01-10,2026-01-14,2026-02-11,2026-04-14,7211.01,122.16,3,Monthly,Home_Improvement,Male,31-Jan-1984,Married,,Telecom,98,1482.04,0,Vehicle,EcoCash,Manicaland BLH0526,0,2026-02-03,2026-02-16,2026-03-25,2027-08-10,1501.98,14.14,18,Bi-Weekly,Business_Expansion,Female,15-Sep-1999,Married,3,Retail_Trade,31,608.33,4,,EcoCash,Midlands JTN3703,2,2025-03-21,2025-03-30,2025-04-27,2026-03-25,4055.21,103.44,12,Monthly,Farming_Inputs,Male,19-Feb-2001,Married,0,Retail_Trade,28,255.96,4,None,EcoCash,Bulawayo BCU6206,1,2025-10-15,2025-10-27,2025-11-28,2026-10-22,923.13,112.19,12,Monthly,,Female,05-Jun-1985,Married,2,Informal_Sector,19,90.01,2,Guarantor,OneMoney,Harare UTW6518,2,2025-11-26,2025-12-11,2026-01-11,2027-06-04,4836.33,14.0,18,Monthly,,Female,03-Oct-1997,Married,,Retail_Trade,33,503.24,1,None,OneMoney,Mashonaland_East AQN4052,3,2025-04-23,2025-04-24,2025-06-05,2027-04-14,1140.21,12.54,24,Monthly,School_Fees,Female,04-Aug-1956,Widowed,3,Government,33,693.23,1,None,Bank_Transfer,Bulawayo TMU2581,2,2025-05-16,2025-06-05,2025-07-13,2026-11-27,4412.72,78.77,18,Monthly,Livestock,Male,20-Aug-1964,Married,4,Retail_Trade,36,729.06,0,Vehicle,OneMoney,Manicaland EDJ3712,1,2025-09-07,2025-09-26,2025-10-28,2026-03-25,4597.45,13.8,6,Bi-Weekly,Equipment,Male,03-May-1977,Married,4,Construction,93,420.73,4,None,EcoCash,Mashonaland_Central VTR3659,2,2025-07-03,2025-07-17,2025-08-16,2026-04-13,2477.93,11.82,9,Monthly,Farming_Inputs,Male,17-Aug-2003,Married,0,Agriculture,17,215.56,0,Livestock,EcoCash,Mashonaland_West FDI2651,0,2025-12-05,2025-12-23,2026-01-28,2027-06-16,1561.31,16.18,18,Monthly,Farming_Inputs,Male,15-Dec-1997,Married,1,Construction,40,581.21,3,Vehicle,EcoCash,Mashonaland_Central OHH3383,1,2025-05-11,2025-05-26,2025-07-01,2028-05-10,7406.76,13.08,36,Monthly,Working_Capital,Male,24-Jun-1984,Married,6,Agriculture,15,,1,Vehicle,EcoCash,Mashonaland_East XVH7995,0,2025-05-16,2025-05-28,2025-06-28,2027-05-18,4379.65,93.48,24,Monthly,School_Fees,Male,07-Jan-2000,Single,4,Mining,7,1021.54,0,Guarantor,EcoCash,Manicaland IVY6009,0,2025-10-20,2025-10-28,2025-12-04,2026-10-23,2270.81,132.39,12,Monthly,Working_Capital,Male,25-Nov-1984,Widowed,2,,,,0,None,EcoCash,Harare YDN1128,3,2025-11-07,2025-11-12,2025-12-12,2027-11-02,2043.5,16.05,24,Bi-Weekly,Medical,Female,24-May-1998,Married,3,Transport,31,415.81,3,Guarantor,Bank_Transfer,Mashonaland_East NEF1312,2,2025-03-06,2025-03-27,2025-04-28,2026-03-22,1495.97,126.06,12,Monthly,Working_Capital,Female,11-Jun-1982,Married,1,Agriculture,121,,1,Livestock,Bank_Transfer,Mashonaland_East QEA4547,1,2025-06-27,2025-07-02,2025-07-28,2026-06-27,2432.08,123.85,12,Monthly,Business_Expansion,Male,05-Aug-1998,Single,3,Construction,77,339.43,2,Property,Cash,Manicaland YKQ7318,4,2025-07-21,2025-07-31,2025-09-01,2026-07-26,2077.39,14.19,12,Monthly,Equipment,Male,24-Aug-1967,Married,4,Agriculture,45,161.46,0,None,EcoCash,Masvingo ZKQ2426,4,2025-01-09,2025-01-18,2025-02-12,2028-12-28,8187.1,110.39,48,Monthly,Home_Improvement,Female,28-Feb-1982,Married,6,Education,69,,6,None,InnBucks,Harare YJQ6360,0,2025-02-14,2025-03-03,2025-04-14,2026-02-26,1708.69,16.64,12,Bi-Weekly,Stock_Purchase,Female,21-May-1960,Widowed,3,Agriculture,,256.02,1,Vehicle,InnBucks,Harare YDZ5100,3,2025-06-10,2025-07-01,2025-07-28,2026-06-26,631.04,13.98,12,Bi-Weekly,Medical,Female,06-Dec-1971,Widowed,2,Agriculture,48,243.0,1,Guarantor,EcoCash,Masvingo LTT2841,2,2025-09-27,2025-10-14,2025-11-23,2026-07-11,2430.94,11.51,9,Monthly,Working_Capital,Female,13-May-2000,Married,2,Agriculture,39,306.74,0,None,EcoCash,Bulawayo TWU6658,3,2025-09-28,2025-10-06,2025-11-06,2027-03-30,1582.2,13.47,18,Monthly,School_Fees,Female,23-Nov-1993,Married,,Government,110,289.09,2,Livestock,Bank_Transfer,Harare LCW9731,0,2025-11-29,2025-12-09,2026-01-07,2027-11-29,1673.73,18.61,24,Monthly,Wedding,Female,20-Aug-1977,Divorced,2,Healthcare,134,,0,Guarantor,InnBucks,Midlands MKT5578,4,2025-05-25,2025-06-11,2025-07-10,2027-06-01,6269.85,15.22,24,Bi-Weekly,Vehicle,Female,09-Oct-1977,Married,7,Government,130,329.06,1,Vehicle,Bank_Transfer,Manicaland DVK9351,2,2026-02-16,2026-02-19,2026-03-28,2026-08-18,2237.71,10.49,6,Monthly,Equipment,Female,07-Apr-1972,Married,2,Retail_Trade,8,332.89,1,Guarantor,EcoCash,Mashonaland_West ZMP8248,0,2025-06-17,2025-06-29,2025-08-10,2026-12-21,1351.76,15.42,18,Monthly,Personal,Female,13-Dec-1988,Married,2,Healthcare,44,437.64,1,Livestock,Bank_Transfer,Bulawayo KYY7821,3,2026-01-30,2026-01-31,2026-03-09,2027-07-25,2798.6,14.57,18,Weekly,Personal,Female,20-Nov-2002,Single,1,Mining,38,1056.3,4,Savings,EcoCash,Harare AVJ8974,1,2025-12-20,2025-12-27,2026-02-05,2026-12-22,5547.2,16.4,12,Monthly,Business_Expansion,Female,08-May-2004,Single,,Agriculture,5,234.45,1,Savings,EcoCash,Mashonaland_Central DOK9100,3,2025-02-16,2025-03-06,2025-04-01,2026-03-01,746.96,14.56,12,Monthly,Rent,Male,28-Sep-1995,Married,4,Agriculture,50,288.59,0,Guarantor,OneMoney,Bulawayo ECD7626,0,2025-11-30,2025-12-15,2026-01-28,2026-03-15,4665.99,96.77,3,Monthly,Home_Improvement,Male,23-Aug-1976,Married,5,Government,206,600.77,3,Guarantor,Cash,Manicaland YNF2554,1,2025-03-15,2025-03-24,2025-05-06,2028-03-08,1812.95,133.72,36,Monthly,Stock_Purchase,Male,29-Mar-1979,Married,1,,40,192.43,0,Savings,InnBucks,Masvingo CTU6321,5,2025-06-19,2025-07-06,2025-08-07,2026-01-02,397.15,157.74,6,Monthly,Rent,Male,06-Jul-1995,Single,,Informal_Sector,19,357.0,6,Savings,EcoCash,Harare GMF7103,0,2025-10-08,2025-10-24,2025-12-06,2027-04-17,2736.44,112.13,18,Monthly,Funeral,Female,25-Jun-1979,,3,Government,42,569.58,1,None,Cash,Manicaland BRF3061,2,2025-04-12,2025-04-14,2025-05-12,2026-01-09,2641.31,15.92,9,Bi-Weekly,Farming_Inputs,Male,24-Jul-1986,Married,4,Healthcare,48,,1,Property,InnBucks,Harare RJB8313,1,2026-01-23,2026-01-24,2026-03-01,2027-01-19,1003.8,102.79,12,Monthly,Business_Expansion,Male,07-Feb-1981,Divorced,4,Retail_Trade,81,151.85,6,None,Bank_Transfer,Mashonaland_West KMC2649,3,2024-12-31,2025-01-02,2025-01-28,2025-12-28,437.1,16.34,12,Monthly,Debt_Consolidation,Female,07-Dec-1989,Married,2,Transport,,236.28,5,Savings,Cash,Masvingo AAL3606,0,2025-10-08,2025-10-11,2025-11-18,2026-04-09,2054.08,141.35,6,Monthly,Personal,Male,13-Jun-2006,Single,0,Education,5,290.08,0,Savings,Bank_Transfer,Mashonaland_East KIF3467,5,2025-09-17,2025-10-01,2025-10-28,2025-12-30,1245.69,184.47,3,Bi-Weekly,Personal,Female,19-Feb-1971,Married,2,Manufacturing,,737.83,1,Savings,OneMoney,Mashonaland_West YBI5203,5,2025-08-24,2025-08-25,2025-10-07,2026-02-21,468.51,174.22,6,Monthly,Personal,Female,08-Nov-1996,Married,4,Construction,35,406.04,1,None,InnBucks,Mashonaland_East WLI2207,0,2025-04-24,2025-04-25,2025-05-20,2026-04-20,1122.39,137.72,12,Monthly,Business_Expansion,Male,21-Nov-1992,Married,5,Transport,131,297.38,1,Guarantor,Bank_Transfer,Mashonaland_West NXE2716,0,2025-05-24,2025-06-01,2025-07-09,2026-11-23,12443.0,16.22,18,Monthly,Personal,Male,30-Oct-2006,Single,2,Telecom,,1657.64,0,Property,Bank_Transfer,Harare QDS5954,1,2025-05-23,2025-06-10,2025-07-21,2025-12-07,10837.3,114.87,6,Weekly,Business_Expansion,Male,16-Apr-1990,Single,5,Government,76,558.07,2,Property,EcoCash,Harare EKN9573,2,2025-04-20,2025-04-27,2025-06-11,2026-04-22,1941.16,11.85,12,Monthly,Farming_Inputs,Male,05-Jul-1990,Married,6,Education,97,,0,Property,Bank_Transfer,Harare FNC0226,2,2024-12-22,2025-01-01,2025-01-28,2025-09-28,4872.33,92.09,9,Monthly,Livestock,Female,01-Apr-1969,Single,1,Retail_Trade,83,1038.87,1,Vehicle,EcoCash,Bulawayo SJU0287,0,2025-10-04,2025-10-22,2025-11-23,2027-10-12,552.45,15.8,24,Monthly,Funeral,,11-Sep-1979,Married,,Informal_Sector,44,305.63,3,Savings,Cash,Bulawayo EFB6786,2,2025-10-28,2025-11-18,2025-12-20,2026-11-13,4364.25,67.31,12,Monthly,Farming_Inputs,Male,08-Jan-1995,Married,3,Informal_Sector,35,623.95,0,,Cash,Matabeleland_South UVC2479,3,2025-07-06,2025-07-07,2025-08-09,2026-12-29,988.39,14.72,18,Monthly,Rent,Male,21-Jan-1979,Married,3,Agriculture,64,374.14,1,,OneMoney,Harare GST7887,1,2025-03-16,2025-03-28,2025-04-22,2028-03-12,5444.3,13.59,36,Monthly,Stock_Purchase,Male,03-Nov-1999,Single,5,Construction,11,390.72,3,Property,Cash,Harare IOM4923,1,2025-03-23,2025-03-28,2025-04-28,2028-03-12,11406.27,12.0,36,Monthly,Working_Capital,Female,27-Mar-1959,Married,,Education,59,736.12,1,Property,Bank_Transfer,Bulawayo SZO9257,5,2026-01-13,2026-01-22,2026-03-06,2026-04-22,858.74,178.11,3,Weekly,Rent,Male,16-Jun-1978,Married,6,,148,757.12,3,Vehicle,EcoCash,Mashonaland_West FSX6639,0,2026-01-21,2026-01-29,2026-03-10,2027-01-24,1215.94,84.74,12,Monthly,Vehicle,Male,29-Jan-1987,Married,5,Government,,378.6,1,Guarantor,Bank_Transfer,Mashonaland_West EIH7872,0,2025-11-01,2025-11-22,2025-12-24,2026-02-20,4707.18,96.28,3,Monthly,Livestock,Male,17-Dec-1996,Married,3,Informal_Sector,12,515.72,0,Vehicle,EcoCash,Bulawayo DYV7545,2,2025-06-21,2025-07-11,2025-08-05,2026-01-07,9541.7,11.66,6,Monthly,Livestock,Male,25-Mar-1998,Married,2,Manufacturing,94,540.81,3,None,EcoCash,Matabeleland_South SQW3453,0,2025-06-28,2025-06-29,2025-08-11,2026-06-24,5617.91,16.66,12,Monthly,,Male,07-Jan-1999,Divorced,0,Manufacturing,13,667.5,1,Guarantor,EcoCash,Matabeleland_South ELA4440,2,2026-02-15,2026-02-21,2026-03-28,2027-08-15,310.83,11.25,18,Bi-Weekly,Working_Capital,Female,31-Jul-1984,Married,5,Informal_Sector,,73.67,2,Property,OneMoney,Manicaland VOX5185,3,2026-02-03,2026-02-24,2026-04-09,2027-08-18,1380.47,12.16,18,Monthly,School_Fees,Male,21-Jan-1965,Married,5,Manufacturing,49,355.38,1,None,OneMoney,Bulawayo ZKK2844,2,2025-01-13,2025-01-23,2025-03-04,2026-01-18,5199.14,84.15,12,Monthly,Livestock,Male,31-Jul-1980,Married,4,Healthcare,113,834.08,1,Guarantor,EcoCash,Harare OOC9500,5,2025-01-21,2025-01-31,2025-03-03,2025-04-01,1726.59,143.37,2,Monthly,Personal,Male,26-Jul-1965,Married,6,NGO,,909.87,3,Savings,Bank_Transfer,Harare HIG7345,1,2025-08-28,2025-09-06,2025-10-02,2026-09-01,5030.01,93.49,12,Monthly,Business_Expansion,Female,16-Aug-2005,Single,,Manufacturing,8,361.86,4,Property,Cash,Mashonaland_Central UVQ0146,2,2026-01-03,2026-01-21,2026-03-04,2027-07-15,3212.11,121.02,18,Monthly,Livestock,Male,07-Mar-1958,Married,3,Healthcare,24,703.83,2,Livestock,OneMoney,Midlands PSS9989,4,2025-11-01,2025-11-22,2026-01-06,2028-11-06,13563.89,12.74,36,Monthly,Home_Improvement,Female,04-Jan-1981,Widowed,5,Telecom,11,893.93,6,Guarantor,Bank_Transfer,Mashonaland_West VQN9394,0,2025-06-01,2025-06-17,2025-07-17,2025-12-14,703.82,119.19,6,Monthly,Stock_Purchase,Female,13-May-1966,Married,6,Agriculture,119,133.29,1,Guarantor,OneMoney,Mashonaland_Central UGY8965,0,2025-07-23,2025-08-05,2025-09-04,2026-02-01,3332.37,140.86,6,Monthly,Wedding,Male,21-May-1971,Divorced,4,Retail_Trade,58,1071.53,4,None,EcoCash,Mashonaland_Central VDG8451,2,2025-10-06,2025-10-23,2025-11-17,2026-07-20,610.53,108.4,9,Monthly,,Male,01-Jan-1969,Divorced,3,Agriculture,73,,4,Livestock,EcoCash,Mashonaland_West OLT9843,2,2025-06-11,2025-06-28,2025-08-12,2025-12-25,3021.92,100.78,6,Monthly,Working_Capital,Male,24-Jul-1971,Married,3,Retail_Trade,58,637.45,1,,EcoCash,Matabeleland_South LOG2264,0,2025-10-17,2025-10-23,2025-11-26,2026-10-18,421.18,17.66,12,Monthly,Funeral,Male,17-Sep-2005,Single,1,,18,215.47,0,Livestock,EcoCash,Bulawayo YFS9689,2,2026-01-25,2026-02-06,2026-03-08,2028-01-27,7812.78,124.9,24,Monthly,Farming_Inputs,Male,25-Jun-2004,Single,1,Agriculture,41,,1,,Bank_Transfer,Mashonaland_East GBE3000,3,2025-05-20,2025-06-01,2025-07-10,2026-11-23,996.82,12.17,18,Monthly,Rent,Male,07-Dec-1979,Widowed,4,Informal_Sector,7,174.49,0,Savings,Bank_Transfer,Mashonaland_East CBK7888,0,2025-03-31,2025-04-08,2025-05-21,2025-10-05,3262.99,139.47,6,Monthly,School_Fees,Male,19-Jan-1988,Single,3,Retail_Trade,99,447.17,0,Property,Cash,Manicaland MSJ3134,4,2025-03-24,2025-04-04,2025-05-07,2026-09-26,33311.14,18.35,18,Monthly,Home_Improvement,Male,27-Mar-1994,Single,2,Mining,44,1375.0,3,Vehicle,EcoCash,Mashonaland_Central MJH6242,4,2025-11-27,2025-12-12,2026-01-16,2028-11-26,2318.51,89.86,36,Monthly,Home_Improvement,Female,09-Nov-1986,Divorced,2,Government,50,265.09,0,None,InnBucks,Harare YZU8809,0,2025-08-23,2025-08-26,2025-09-27,2027-02-17,3277.93,137.4,18,Monthly,Equipment,Male,22-Aug-2003,Married,,Informal_Sector,10,338.51,4,Property,EcoCash,Mashonaland_West CWG0188,1,2026-01-30,2026-02-12,2026-03-24,2027-02-07,2359.44,94.14,12,Monthly,Business_Expansion,Female,19-Feb-1997,Married,6,Informal_Sector,37,409.74,2,None,EcoCash,Manicaland SYG1986,1,2025-10-17,2025-10-18,2025-11-21,2027-10-08,4326.13,89.25,24,Bi-Weekly,Business_Expansion,Female,02-Aug-1970,Divorced,6,Informal_Sector,32,226.24,0,Vehicle,Cash,Matabeleland_South NBC1180,3,2025-02-03,2025-02-20,2025-03-23,2026-08-14,575.57,11.9,18,Monthly,Debt_Consolidation,Male,22-Mar-2005,Single,0,Agriculture,6,374.91,4,Guarantor,Bank_Transfer,Bulawayo SLW9447,1,2026-02-02,2026-02-20,2026-03-28,2029-02-04,13638.97,110.18,36,Monthly,Stock_Purchase,Female,23-May-2005,Single,0,Education,8,591.63,1,Property,Bank_Transfer,Harare WYY2045,2,2025-10-30,2025-11-03,2025-11-28,2027-10-24,1012.35,11.74,24,Monthly,Working_Capital,Female,23-Feb-1995,Married,1,Informal_Sector,42,122.29,4,Livestock,Cash,Mashonaland_Central MFT2817,2,2025-08-14,2025-08-31,2025-10-08,2027-08-21,4278.39,106.42,24,Monthly,,Male,11-Dec-1974,Married,,Retail_Trade,106,455.29,1,Livestock,Cash,Manicaland ZGJ2969,1,2025-01-26,2025-02-16,2025-03-15,2026-02-11,6633.43,116.35,12,Monthly,Stock_Purchase,Female,26-Apr-1969,Married,,Informal_Sector,,310.86,2,None,InnBucks,Bulawayo CUA0202,3,2025-11-24,2025-12-14,2026-01-09,2027-12-04,788.65,74.45,24,Bi-Weekly,Debt_Consolidation,Male,23-Jan-2006,Married,,Retail_Trade,10,738.17,5,Guarantor,EcoCash,Mashonaland_West GGT6416,2,2025-06-26,2025-07-01,2025-08-06,2025-12-28,1572.79,89.74,6,Bi-Weekly,Equipment,Male,17-Apr-1984,Married,3,Agriculture,137,165.24,2,Livestock,Bank_Transfer,Harare LZU5185,4,2025-10-01,2025-10-10,2025-11-09,2028-09-24,11974.19,17.57,36,Monthly,Home_Improvement,Male,06-Feb-1996,Divorced,0,Education,28,379.83,4,Vehicle,Cash,Mashonaland_Central XNX2676,0,2025-03-22,2025-04-02,2025-05-11,2026-03-28,2518.45,157.06,12,Monthly,Medical,Male,29-Nov-1989,Married,3,Construction,111,345.1,0,Vehicle,EcoCash,Harare CFI1200,5,2024-12-24,2025-01-01,2025-02-10,2025-06-30,1133.92,21.8,6,Weekly,Personal,Female,30-Nov-1995,Single,2,Healthcare,,894.51,6,None,EcoCash,Harare PAP1874,3,2025-03-07,2025-03-12,2025-04-19,2026-09-03,1016.81,15.21,18,Monthly,Debt_Consolidation,Male,23-Oct-2001,Divorced,1,Construction,10,333.29,6,Guarantor,EcoCash,Harare UPZ5905,5,2026-02-03,2026-02-10,2026-03-07,2026-03-12,1906.13,123.89,1,Monthly,Personal,Male,30-Jul-1991,,2,Mining,28,861.57,0,Savings,Cash,Harare DQX4472,5,2025-08-03,2025-08-16,2025-09-28,2025-10-15,247.39,101.46,2,Bi-Weekly,Rent,Female,20-Jun-1971,Married,5,Education,,235.03,1,None,Bank_Transfer,Harare BZS9230,1,2025-08-11,2025-08-15,2025-09-18,2028-07-30,16754.79,13.6,36,Bi-Weekly,Business_Expansion,Female,17-Jun-1989,Single,,Government,44,1050.52,0,Property,EcoCash,Mashonaland_West KQE7116,4,2025-11-26,2025-12-16,2026-01-22,2028-11-30,13097.33,17.35,36,Monthly,Home_Improvement,Male,12-Sep-1991,Divorced,0,Education,,455.16,1,Savings,EcoCash,Harare VBA8686,2,2025-06-22,2025-06-27,2025-08-06,2026-12-19,2580.87,103.96,18,Monthly,Farming_Inputs,,29-Dec-1966,Divorced,4,Informal_Sector,39,178.83,4,Guarantor,Bank_Transfer,Manicaland PKJ0136,4,2025-06-06,2025-06-19,2025-07-25,2028-06-03,2165.82,15.96,36,Monthly,Home_Improvement,Male,07-Sep-1965,Widowed,4,Agriculture,160,,1,Guarantor,Bank_Transfer,Bulawayo TDE1710,3,2025-11-15,2025-11-24,2026-01-07,2027-11-14,4838.4,17.28,24,Weekly,Rent,Female,30-Dec-1998,Divorced,5,Manufacturing,34,991.55,1,Guarantor,InnBucks,Harare UDL9511,4,2025-12-03,2025-12-15,2026-01-10,2029-11-24,6555.28,16.25,48,Monthly,Vehicle,Male,14-Nov-1956,Single,2,Informal_Sector,31,347.61,4,Property,Cash,Mashonaland_East OJA7544,1,2025-10-29,2025-11-12,2025-12-24,2026-11-07,4017.75,12.34,12,Weekly,Working_Capital,Female,13-Dec-1979,Married,4,Agriculture,39,297.37,3,None,Cash,Matabeleland_South WID8415,0,2025-06-11,2025-06-29,2025-08-08,2025-12-26,1056.1,16.93,6,Weekly,Debt_Consolidation,Female,13-Nov-1967,Married,2,Informal_Sector,32,168.89,2,None,Cash,Masvingo IXL1208,0,2025-12-14,2025-12-27,2026-01-25,2026-12-22,4318.15,130.38,12,Monthly,Medical,Male,13-May-1966,Married,5,Healthcare,84,474.37,3,None,Bank_Transfer,Manicaland UWT3931,1,2025-05-22,2025-05-24,2025-06-21,2026-05-19,1842.88,112.78,12,Monthly,Business_Expansion,Male,10-Aug-1983,Married,3,Agriculture,91,161.16,0,None,EcoCash,Harare QGG5977,3,2025-06-13,2025-06-20,2025-07-25,2026-12-12,850.2,12.48,18,Monthly,Rent,Male,30-Nov-1981,Married,6,Manufacturing,99,538.9,2,Guarantor,Bank_Transfer,Manicaland ANA7964,2,2026-01-20,2026-02-08,2026-03-25,2027-08-02,8486.05,93.26,18,Monthly,Farming_Inputs,,28-Jan-1976,Widowed,7,,41,,1,None,InnBucks,Harare HEF4116,0,2025-09-03,2025-09-17,2025-10-14,2026-03-16,3226.22,77.7,6,Monthly,Wedding,Female,24-Nov-1985,Married,1,Construction,34,1051.16,5,None,Bank_Transfer,Manicaland JXQ5032,2,2026-02-02,2026-02-10,2026-03-22,2028-01-31,23777.37,13.36,24,Monthly,Farming_Inputs,Female,17-Jan-1965,Divorced,5,Telecom,53,1337.49,3,Savings,Bank_Transfer,Harare XRU6956,2,2025-02-16,2025-02-21,2025-03-25,2026-08-15,799.28,103.17,18,Monthly,Farming_Inputs,Male,31-Jul-1979,Married,5,Retail_Trade,,138.42,3,Livestock,Bank_Transfer,Harare SME8030,1,2026-02-06,2026-02-22,2026-03-28,2026-08-21,10444.54,103.18,6,Weekly,Working_Capital,Male,04-Dec-1964,Married,7,Retail_Trade,30,646.4,1,Property,OneMoney,Mashonaland_East IRZ5669,0,2025-11-28,2025-12-15,2026-01-09,2026-06-13,1967.95,122.39,6,Monthly,Equipment,Male,09-Jul-2006,Single,1,Agriculture,19,352.26,2,Guarantor,Bank_Transfer,Mashonaland_West FFX2740,2,2025-09-14,2025-09-28,2025-10-28,2026-09-23,2650.52,88.09,12,Monthly,Livestock,Female,05-Jul-1999,Married,2,Agriculture,31,361.54,2,Savings,OneMoney,Manicaland JXE7156,4,2025-05-18,2025-05-27,2025-07-10,2028-05-11,4496.98,93.89,36,Monthly,Equipment,Male,09-Feb-1997,Married,4,Retail_Trade,67,297.79,0,Savings,EcoCash,Midlands EOJ6968,0,2025-09-20,2025-09-26,2025-11-10,2026-03-25,3217.05,17.32,6,Monthly,Vehicle,Male,15-Feb-2007,Single,2,Healthcare,9,367.27,0,Savings,EcoCash,Manicaland UKH4457,1,2025-01-23,2025-02-04,2025-03-15,2027-01-25,11021.86,12.64,24,Monthly,Working_Capital,Male,30-Jun-1998,Divorced,0,Retail_Trade,69,994.64,1,Livestock,Cash,Mashonaland_Central QSD0662,0,2025-07-29,2025-07-31,2025-09-09,2026-07-26,2863.21,165.66,12,Monthly,Farming_Inputs,Female,16-May-1968,Widowed,2,Construction,84,744.64,4,Guarantor,EcoCash,Harare CDH8767,1,2025-10-03,2025-10-12,2025-11-23,2026-10-07,984.7,88.5,12,Monthly,Business_Expansion,Female,06-Jan-1989,Married,5,Construction,148,201.05,0,Savings,Bank_Transfer,Harare NCZ1766,0,2025-03-06,2025-03-10,2025-04-13,2025-06-08,5032.91,85.61,3,Monthly,Rent,Female,20-Feb-1983,Married,3,Construction,121,647.06,3,None,EcoCash,Mashonaland_East CBE7721,1,2025-02-20,2025-02-26,2025-03-28,2026-08-20,3939.03,13.81,18,Bi-Weekly,Business_Expansion,Female,19-Nov-1974,Married,3,Education,87,271.87,5,None,EcoCash,Harare JAF1807,0,2026-01-19,2026-02-02,2026-03-06,2027-01-28,328.31,162.21,12,Weekly,School_Fees,Female,08-Nov-1979,Married,5,Informal_Sector,20,49.96,0,Property,Bank_Transfer,Mashonaland_West VZE9639,2,2025-11-13,2025-11-20,2025-12-28,2027-05-14,2573.52,12.16,18,Bi-Weekly,Farming_Inputs,Male,16-Apr-1979,Married,2,Government,199,,1,Guarantor,EcoCash,Matabeleland_North QVH2896,0,2025-08-16,2025-09-01,2025-09-26,2026-08-27,4985.51,123.82,12,Monthly,Equipment,Male,27-Dec-1989,Single,4,Retail_Trade,98,1160.72,1,Vehicle,Bank_Transfer,Harare SUF9796,2,2025-05-07,2025-05-13,2025-06-16,2026-05-08,2862.99,10.02,12,Bi-Weekly,Livestock,Male,10-Feb-2006,Single,0,Manufacturing,13,497.55,1,Livestock,InnBucks,Mashonaland_West KQD2227,3,2025-03-16,2025-03-25,2025-05-04,2026-09-16,574.68,16.65,18,Weekly,School_Fees,Female,16-Dec-2003,Single,1,Retail_Trade,28,136.56,2,Savings,InnBucks,Harare OXN3636,1,2025-03-04,2025-03-09,2025-04-15,2026-03-04,6373.25,15.61,12,Weekly,Working_Capital,Male,14-Sep-1983,Married,3,Informal_Sector,36,459.74,1,Vehicle,Cash,Harare EKX7884,0,2026-01-06,2026-01-13,2026-02-19,2026-04-13,7627.55,,3,Monthly,Debt_Consolidation,Female,04-Oct-1966,Married,,Transport,80,,0,None,Bank_Transfer,Manicaland UBB3172,0,2025-06-20,2025-06-30,2025-08-12,2026-12-22,1461.15,16.92,18,Monthly,Funeral,Female,22-Jun-2004,Single,2,Retail_Trade,17,486.74,1,None,InnBucks,Midlands AWZ8951,2,2025-11-01,2025-11-06,2025-12-13,2027-04-30,7322.55,12.03,18,Bi-Weekly,,Male,22-Sep-1989,Divorced,1,Government,155,496.84,1,Livestock,InnBucks,Bulawayo COQ6853,1,2024-12-28,2025-01-07,2025-02-14,2026-01-02,18955.54,103.69,12,Bi-Weekly,Working_Capital,Male,26-Mar-1971,Married,4,Manufacturing,80,807.55,1,Livestock,EcoCash,Manicaland LHK8813,0,2025-09-23,2025-10-06,2025-11-04,2027-09-26,1055.26,116.99,24,Monthly,Business_Expansion,Female,13-Oct-1976,Married,6,Construction,,360.2,0,None,EcoCash,Harare MMJ3810,0,2025-04-12,2025-04-30,2025-05-28,2025-10-27,1341.31,15.83,6,Monthly,Working_Capital,Male,18-Sep-1966,Married,2,Retail_Trade,42,278.87,0,None,Cash,Harare DQZ9725,3,2025-07-12,2025-07-24,2025-09-03,2026-07-19,838.11,18.06,12,Monthly,Rent,Male,13-Sep-1972,Married,4,Healthcare,62,278.49,2,Property,EcoCash,Masvingo CVH0937,1,2025-09-05,2025-09-24,2025-10-22,2026-03-23,11029.66,98.13,6,Monthly,Stock_Purchase,Female,24-Feb-1995,Married,3,Retail_Trade,119,407.71,3,Guarantor,OneMoney,Mashonaland_West MMZ6751,0,2025-08-10,2025-08-23,2025-10-05,2026-02-19,1103.4,89.05,6,Monthly,Livestock,Male,30-Oct-1996,Single,6,Manufacturing,20,559.35,5,Guarantor,EcoCash,Manicaland PVN8363,0,2025-12-06,2025-12-07,2026-01-16,2027-11-27,2844.83,141.61,24,Weekly,Home_Improvement,Female,16-Oct-2005,Single,3,Education,,430.12,0,Savings,Bank_Transfer,Masvingo XWI0820,0,2025-04-17,2025-05-01,2025-06-11,2025-10-28,2892.47,165.91,6,Monthly,Funeral,Female,30-Nov-1966,Widowed,0,Informal_Sector,34,509.69,3,,Bank_Transfer,Mashonaland_West FSR2001,0,2025-01-07,2025-01-15,2025-02-21,2027-01-05,1008.67,149.82,24,Monthly,Home_Improvement,Male,18-Aug-1989,Married,3,Informal_Sector,7,220.57,4,None,OneMoney,Mashonaland_West JYN3021,0,2025-02-20,2025-02-22,2025-03-27,2026-08-16,1711.13,122.27,18,Monthly,Wedding,Male,30-Mar-1980,Married,3,Manufacturing,105,816.94,4,None,EcoCash,Mashonaland_East KPY1302,2,2025-04-19,2025-04-22,2025-05-28,2026-04-17,1555.56,12.74,12,Monthly,Equipment,Female,13-Apr-1962,Divorced,8,Agriculture,67,209.88,1,Livestock,OneMoney,Masvingo IDR0248,1,2025-03-19,2025-03-27,2025-05-07,2027-03-17,8008.04,101.91,24,Weekly,Equipment,Male,09-Nov-1976,Widowed,5,Government,61,343.53,5,None,Bank_Transfer,Manicaland LHN8416,4,2025-02-18,2025-02-24,2025-04-06,2026-02-19,7520.76,14.42,12,Weekly,Equipment,Male,11-May-1966,Married,6,Agriculture,72,308.24,1,Property,EcoCash,Harare XRI5806,5,2025-08-14,2025-08-16,2025-09-25,2025-11-14,748.93,126.8,3,Weekly,Funeral,Female,26-Sep-1988,Married,,Informal_Sector,16,471.74,0,Livestock,InnBucks,Mashonaland_Central TAE6093,2,2025-08-28,2025-09-14,2025-10-16,2026-09-09,4050.23,13.43,12,Monthly,Farming_Inputs,Male,27-Jul-1978,Married,5,Education,65,,0,,,Manicaland BUU8360,0,2026-01-11,2026-01-13,2026-02-15,2026-07-12,1315.72,139.21,6,Monthly,Stock_Purchase,Male,12-Aug-1999,Married,4,Informal_Sector,24,168.69,5,None,OneMoney,Mashonaland_Central FJP4956,5,2025-12-25,2026-01-02,2026-02-10,2026-07-01,664.82,163.22,6,Bi-Weekly,Funeral,Female,07-Feb-2001,Married,,Informal_Sector,15,390.74,1,Savings,InnBucks,Harare VIG6768,2,2025-03-15,2025-03-23,2025-05-04,2025-12-18,11051.96,95.05,9,Monthly,Working_Capital,Female,19-Apr-2006,Single,1,Manufacturing,8,851.77,1,Guarantor,Cash,Matabeleland_South WYD1366,2,2025-05-16,2025-06-02,2025-07-04,2026-05-28,5482.94,118.46,12,Monthly,Farming_Inputs,Male,26-Aug-1959,Married,4,Transport,87,445.41,1,None,Bank_Transfer,Harare EHS7518,0,2025-07-15,2025-07-16,2025-08-10,2027-07-06,745.36,116.18,24,Monthly,Working_Capital,Female,11-Sep-1984,Divorced,4,Informal_Sector,28,261.71,4,Property,Bank_Transfer,Mashonaland_East QJA1196,0,2025-02-03,2025-02-13,2025-03-17,2025-08-12,7479.21,106.01,6,Monthly,Stock_Purchase,Female,14-Jan-1973,Divorced,5,Finance,43,1181.28,0,None,Bank_Transfer,Mashonaland_Central WCP9282,2,2025-12-10,2025-12-12,2026-01-15,2026-09-08,2845.51,86.19,9,Monthly,Working_Capital,Male,10-Aug-1963,Married,1,Informal_Sector,12,472.1,0,None,EcoCash,Midlands ELK3640,5,2025-03-29,2025-04-14,2025-05-12,2025-10-11,924.44,164.52,6,Bi-Weekly,Rent,Female,16-Oct-1993,Single,6,Agriculture,87,387.02,4,Vehicle,OneMoney,Mashonaland_Central IRY8613,0,2025-06-04,2025-06-09,2025-07-18,2025-12-06,2373.3,103.76,6,Bi-Weekly,Working_Capital,Male,22-Aug-2004,Married,,Informal_Sector,7,346.77,0,None,EcoCash,Mashonaland_West IGR0423,4,2025-12-17,2025-12-31,2026-02-14,2027-12-21,16289.58,15.89,24,Monthly,Vehicle,Male,16-Oct-1990,Divorced,5,Transport,50,719.44,1,Property,EcoCash,Mashonaland_Central YAH1716,2,2025-12-21,2026-01-11,2026-02-16,2027-01-06,1188.2,12.93,12,Monthly,Livestock,Female,24-Jun-1980,Married,4,Informal_Sector,37,211.41,0,None,Cash,Masvingo OBG5674,3,2025-04-22,2025-04-24,2025-06-07,2027-04-14,1207.07,15.42,24,Monthly,Debt_Consolidation,Male,29-Mar-1964,Married,2,Retail_Trade,40,478.42,1,Guarantor,EcoCash,Mashonaland_East OQQ8607,4,2025-09-20,2025-09-27,2025-10-28,2026-09-22,11758.91,20.5,12,Bi-Weekly,Vehicle,Female,24-Jul-1969,Widowed,1,Telecom,154,808.04,0,,EcoCash,Masvingo LXD9398,2,2025-08-03,2025-08-22,2025-09-25,2026-08-17,2150.08,92.83,12,Weekly,Farming_Inputs,Female,07-Feb-1995,Divorced,2,Construction,19,367.35,0,Property,EcoCash,Mashonaland_East NGV1153,0,2025-03-28,2025-04-10,2025-05-21,2027-03-31,247.57,126.54,24,Monthly,Personal,Male,19-Jun-1991,Married,1,Agriculture,49,76.51,1,Vehicle,Bank_Transfer,Harare IRE9130,2,2025-05-13,2025-05-23,2025-06-19,2026-05-18,2281.53,12.79,12,Monthly,Equipment,Female,21-Nov-1993,Single,1,Government,120,,0,Vehicle,Cash,Mashonaland_West IWL0174,4,2025-06-06,2025-06-09,2025-07-16,2026-06-04,33792.31,96.74,12,Monthly,Vehicle,Male,24-Jul-1966,Divorced,6,Finance,130,1451.9,1,Savings,EcoCash,Mashonaland_West NCY2045,3,2025-08-18,2025-08-26,2025-09-23,2027-02-17,2111.51,11.22,18,Monthly,Medical,Male,10-Apr-1995,Single,4,Manufacturing,108,638.64,4,Guarantor,Bank_Transfer,Midlands XFE8683,0,2025-01-26,2025-02-10,2025-03-18,2026-02-05,713.01,92.47,12,Bi-Weekly,Medical,Male,01-May-1967,Divorced,4,Agriculture,145,201.24,1,Property,InnBucks,Mashonaland_Central FPB0008,0,2026-01-26,2026-02-07,2026-03-14,2027-02-02,5934.13,134.27,12,Monthly,Business_Expansion,Male,07-Mar-1984,Married,,Manufacturing,140,,1,None,EcoCash,Bulawayo VIP0940,4,2026-01-06,2026-01-13,2026-02-10,2028-01-03,11704.83,19.42,24,Monthly,Vehicle,Male,24-Nov-2005,Single,1,Telecom,10,826.14,1,Livestock,InnBucks,Masvingo JQR1894,2,2025-08-19,2025-09-04,2025-10-17,2026-03-03,2705.72,96.4,6,Bi-Weekly,Farming_Inputs,Male,28-May-1980,Single,,Transport,32,488.5,6,None,Cash,Mashonaland_West ROX1611,0,2026-01-27,2026-02-13,2026-03-28,2027-02-08,7390.53,16.13,12,Bi-Weekly,Medical,Female,20-Oct-1965,Widowed,4,Mining,66,1385.81,0,None,OneMoney,Masvingo ALM5771,1,2025-02-11,2025-02-16,2025-03-20,2027-02-06,11989.28,14.08,24,Monthly,Equipment,Male,15-Dec-1979,Married,4,Finance,47,1313.42,3,Guarantor,InnBucks,Mashonaland_Central LEY6688,3,2025-06-29,2025-07-16,2025-08-17,2027-01-07,1637.21,15.07,18,Monthly,Medical,Male,12-Nov-1985,Married,4,Government,66,539.78,1,Guarantor,Bank_Transfer,Harare VGG4396,0,2025-11-27,2025-12-17,2026-01-28,2026-03-17,8888.38,78.94,3,Bi-Weekly,Farming_Inputs,Male,30-May-1976,Single,4,Telecom,103,1594.41,1,Livestock,Bank_Transfer,Harare RHU7416,1,2026-01-19,2026-02-07,2026-03-17,2026-08-06,11598.94,76.74,6,Monthly,Equipment,Female,22-Oct-1990,Divorced,5,Retail_Trade,51,501.59,2,Vehicle,Bank_Transfer,Harare MWJ5507,0,2025-05-30,2025-06-10,2025-07-24,2025-12-07,779.03,115.08,6,Weekly,Debt_Consolidation,Female,28-Feb-1967,Married,4,Informal_Sector,33,118.6,3,Savings,OneMoney,Mashonaland_East ULY9181,0,2026-01-13,2026-02-01,2026-03-07,2027-01-27,854.05,89.15,12,Monthly,Equipment,Female,07-Sep-1998,Divorced,2,,24,163.16,0,,Bank_Transfer,Mashonaland_East IMG2600,0,2025-08-02,2025-08-22,2025-09-28,2025-11-20,1947.95,102.89,3,Weekly,Debt_Consolidation,Male,07-Jun-1967,Married,4,Education,24,780.33,1,,EcoCash,Mashonaland_West OUP9451,0,2025-01-09,2025-01-20,2025-02-14,2027-01-10,514.68,157.76,24,Monthly,School_Fees,Male,02-Aug-1979,Married,3,,64,105.34,2,None,EcoCash,Manicaland MIR9240,0,2025-05-21,2025-05-27,2025-07-08,2026-05-22,335.76,117.03,12,Monthly,Rent,Female,25-Jul-1987,Married,3,Agriculture,12,167.49,1,,Cash,Midlands ZRL9800,1,2025-08-24,2025-09-04,2025-10-10,2026-03-03,1334.92,103.01,6,Monthly,Working_Capital,Male,03-Jun-1999,Single,5,Manufacturing,22,215.89,5,None,EcoCash,Manicaland NWC1345,3,2025-03-13,2025-03-19,2025-04-28,2027-03-09,2407.2,13.78,24,Weekly,Medical,Male,18-Feb-1981,Married,2,Retail_Trade,63,608.99,1,None,InnBucks,Masvingo VNH1391,0,2025-07-11,2025-07-16,2025-08-11,2026-01-12,3109.13,,6,Monthly,Debt_Consolidation,Male,09-Aug-1966,Single,4,Education,76,628.16,1,Savings,InnBucks,Harare JXW4828,1,2025-05-21,2025-05-23,2025-06-27,2028-05-07,6512.53,130.38,36,Monthly,Stock_Purchase,Female,14-Jul-2000,Married,2,Government,65,,4,Vehicle,Cash,Manicaland VBZ7199,1,2025-02-04,2025-02-12,2025-03-17,2028-01-28,17674.83,11.92,36,Bi-Weekly,,Male,17-Mar-1973,Married,5,NGO,38,944.61,0,Livestock,EcoCash,Harare WLF0421,1,2025-12-29,2026-01-05,2026-02-05,2026-07-04,5033.63,12.11,6,Monthly,Business_Expansion,Male,22-Oct-1967,Widowed,0,Manufacturing,71,392.93,3,Vehicle,EcoCash,Harare UKR0792,5,2026-01-09,2026-01-12,2026-02-06,2026-02-11,476.14,,1,Monthly,Medical,Male,11-Mar-1995,Married,4,Informal_Sector,36,248.67,1,Vehicle,Cash,Masvingo QJF9545,4,2026-02-01,2026-02-15,2026-03-12,2029-01-30,9815.86,13.54,36,Monthly,Equipment,Female,16-Oct-1994,Married,2,Retail_Trade,59,586.1,2,Savings,Cash,Mashonaland_East LEO5692,0,2025-03-11,2025-03-21,2025-04-24,2026-03-16,1514.13,118.79,12,Monthly,Stock_Purchase,Male,27-Oct-1993,Married,0,Transport,80,,1,Savings,Bank_Transfer,Masvingo DJG6508,1,2025-02-06,2025-02-14,2025-03-28,2025-08-13,1314.12,111.72,6,Bi-Weekly,,,04-Apr-1993,Married,2,Agriculture,59,275.57,4,Guarantor,Bank_Transfer,Bulawayo AOE3363,1,2024-12-20,2025-01-10,2025-02-13,2026-12-31,12022.28,110.8,24,Monthly,Business_Expansion,Male,04-Feb-1993,Divorced,2,Mining,140,754.04,1,Livestock,Cash,Harare OSU3876,2,2025-02-01,2025-02-12,2025-03-14,2026-02-07,7417.37,95.51,12,Monthly,Livestock,Male,26-Feb-1958,Married,,Healthcare,101,1010.55,1,Livestock,Bank_Transfer,Harare WMS2804,0,2024-12-24,2025-01-06,2025-02-16,2025-07-05,2430.07,14.91,6,Monthly,Medical,Female,03-Dec-1982,Divorced,2,Construction,32,435.19,1,Property,OneMoney,Mashonaland_East KRN6708,4,2025-09-22,2025-10-06,2025-11-02,2029-09-15,1970.28,20.18,48,Bi-Weekly,Home_Improvement,Male,05-Apr-1995,Single,2,Informal_Sector,18,86.06,1,Property,Bank_Transfer,Harare IFE5408,0,2025-01-24,2025-02-01,2025-02-27,2026-01-27,3383.23,16.62,12,Monthly,Stock_Purchase,Male,13-Nov-1978,Married,3,Finance,60,1176.29,1,Livestock,EcoCash,Harare ASP4223,2,2026-01-04,2026-01-13,2026-02-10,2027-01-08,2632.11,116.68,12,Monthly,Farming_Inputs,Male,06-Oct-1992,Married,5,Education,34,344.2,0,Property,EcoCash,Harare ACI7391,1,2025-11-28,2025-11-30,2026-01-07,2026-05-29,5513.02,86.35,6,Monthly,Working_Capital,Male,26-May-1970,Married,4,Education,111,411.02,1,Vehicle,EcoCash,Masvingo DDA0281,1,2025-08-21,2025-08-27,2025-09-23,2027-08-17,2457.27,13.86,24,Monthly,Stock_Purchase,Male,07-May-1996,Married,2,Agriculture,44,354.56,0,Savings,EcoCash,Midlands LIH6429,4,2024-12-20,2025-01-05,2025-01-28,2028-12-15,19872.43,103.11,48,Monthly,,Male,07-Sep-1979,Married,4,NGO,137,1480.1,3,Property,EcoCash,Mashonaland_East HWP8777,0,2025-12-04,2025-12-14,2026-01-21,2026-06-12,1250.6,119.05,6,Monthly,Rent,Male,10-Aug-1980,Married,5,Agriculture,,,1,None,Bank_Transfer,Mashonaland_East LFJ4299,1,2025-09-16,2025-10-04,2025-11-02,2026-04-02,16819.72,11.08,6,Monthly,Working_Capital,Male,18-Jan-1993,Divorced,3,Transport,,726.34,1,Vehicle,EcoCash,Bulawayo AIY6599,1,2025-11-05,2025-11-15,2025-12-21,2028-10-30,4390.37,104.41,36,Monthly,Working_Capital,Female,13-Jun-1979,Single,4,Transport,82,194.94,1,Savings,Bank_Transfer,Harare QRB3811,2,2025-03-18,2025-03-22,2025-04-28,2026-03-17,5490.93,97.41,12,Bi-Weekly,Livestock,Male,11-May-1964,Married,3,Retail_Trade,,328.25,1,Vehicle,Bank_Transfer,Matabeleland_South FUE9670,1,2025-09-09,2025-09-29,2025-10-27,2027-03-23,1428.49,16.34,18,Monthly,Business_Expansion,Male,22-Jan-1993,Married,5,,15,212.18,2,None,OneMoney,Bulawayo JBM8920,4,2025-09-07,2025-09-16,2025-10-21,2026-09-11,16867.86,18.95,12,Weekly,Equipment,Female,21-Mar-2001,Married,,Retail_Trade,17,,0,None,OneMoney,Harare MYX0246,1,2025-09-30,2025-10-03,2025-11-13,2026-04-01,11847.25,105.98,6,Monthly,Business_Expansion,Male,17-Mar-2005,Divorced,0,Transport,15,932.5,1,Property,Bank_Transfer,Mashonaland_East CTC5913,4,2025-11-26,2025-12-11,2026-01-05,2027-12-01,2784.96,95.58,24,Weekly,Home_Improvement,Female,14-Apr-2005,Single,0,Agriculture,32,119.32,7,Guarantor,EcoCash,Harare RZN3717,0,2025-09-27,2025-10-06,2025-11-06,2026-04-04,975.51,17.91,6,Monthly,Vehicle,Male,09-Jan-2007,Widowed,1,Government,21,487.29,0,None,Cash,Masvingo NXF0575,4,2025-11-21,2025-11-27,2025-12-22,2029-11-06,4850.21,88.18,48,Bi-Weekly,Home_Improvement,Male,18-May-1962,Married,4,Agriculture,132,232.02,1,None,Cash,Mashonaland_West QJQ5816,3,2025-11-18,2025-12-03,2025-12-28,2026-11-28,1464.35,15.79,12,Monthly,School_Fees,Male,11-Nov-1964,Married,1,Construction,84,520.68,1,Guarantor,InnBucks,Midlands SMN2492,1,2026-02-08,2026-02-27,2026-03-28,2028-02-17,16292.41,117.09,24,Monthly,Business_Expansion,Female,27-Feb-1995,Married,5,Government,82,679.2,2,Guarantor,Bank_Transfer,Harare YNS1825,3,2025-04-03,2025-04-14,2025-05-15,2027-04-04,3116.89,14.29,24,Monthly,School_Fees,Male,01-Jan-1984,Divorced,3,NGO,69,651.75,2,Guarantor,InnBucks,Harare GDM4311,4,2025-07-21,2025-08-07,2025-09-11,2028-07-22,6867.82,17.03,36,Monthly,Vehicle,Female,09-Jun-1977,Divorced,6,Transport,7,,0,Property,OneMoney,Mashonaland_West MPQ9948,0,2025-07-28,2025-08-01,2025-08-27,2026-07-27,1816.4,126.56,12,Monthly,Vehicle,Female,09-Sep-1987,Married,3,Government,27,547.12,5,None,Bank_Transfer,Harare BSI2741,1,2025-06-01,2025-06-05,2025-07-05,2026-05-31,3884.37,12.73,12,Weekly,,Male,30-Jan-1967,Married,4,,20,402.05,5,Property,OneMoney,Mashonaland_West MHT9814,1,2025-11-03,2025-11-15,2025-12-16,2027-11-05,2687.12,15.47,24,Monthly,Business_Expansion,Male,31-Jan-1967,Divorced,2,Transport,168,254.69,2,None,EcoCash,Mashonaland_East KQW4336,1,2026-01-15,2026-01-18,2026-02-28,2026-07-17,3091.18,118.41,6,Bi-Weekly,Business_Expansion,Male,02-Nov-1967,Married,2,Informal_Sector,24,261.35,1,Livestock,EcoCash,Harare SGK9596,0,2025-05-04,2025-05-14,2025-06-27,2025-08-12,2564.49,17.1,3,Monthly,,Male,29-Jun-1993,Married,5,Transport,50,467.74,2,None,Bank_Transfer,Midlands WYI2584,3,2025-04-12,2025-04-30,2025-05-28,2027-04-20,2905.86,12.54,24,Monthly,School_Fees,Male,16-Sep-1990,Married,5,Education,118,570.28,7,Guarantor,Bank_Transfer,Harare JPM3125,1,2025-10-16,2025-10-17,2025-11-28,2028-10-01,28513.91,16.1,36,Monthly,Business_Expansion,Male,17-Mar-1957,Married,3,Mining,,1891.4,0,Property,Cash,Matabeleland_South TWO6625,1,2025-01-02,2025-01-14,2025-02-14,2025-07-13,2369.99,12.37,6,Monthly,Equipment,Male,10-Dec-1980,Single,2,Informal_Sector,26,166.07,6,Property,Bank_Transfer,Midlands ZYR9195,0,2025-02-28,2025-03-11,2025-04-10,2026-09-02,1235.45,15.79,18,Monthly,Working_Capital,Female,27-May-1995,Divorced,1,Transport,,325.9,0,Savings,EcoCash,Midlands UBX3089,3,2026-02-11,2026-02-23,2026-04-03,2028-02-13,538.44,10.94,24,Bi-Weekly,Medical,Female,12-Jan-2000,Married,4,Retail_Trade,27,,0,Savings,OneMoney,Mashonaland_Central HIY3832,3,2025-03-11,2025-03-26,2025-04-28,2025-09-22,962.09,16.89,6,Monthly,Rent,Male,19-Oct-1986,Divorced,2,Government,64,374.65,3,Guarantor,InnBucks,Harare RSQ2014,4,2025-01-25,2025-01-29,2025-02-27,2028-01-14,9353.82,17.83,36,Monthly,Vehicle,Female,07-Dec-1983,Married,2,Agriculture,57,418.13,4,Savings,EcoCash,Mashonaland_West HBN5862,3,2025-10-19,2025-10-31,2025-12-03,2026-10-26,2808.08,11.41,12,Monthly,Debt_Consolidation,Male,01-Nov-1993,Single,2,Government,58,835.45,4,None,EcoCash,Masvingo PWI1151,5,2025-07-05,2025-07-16,2025-08-10,2025-10-14,1685.67,161.72,3,Bi-Weekly,Rent,Female,15-Nov-1993,Married,0,Healthcare,150,709.52,0,Livestock,EcoCash,Mashonaland_East VHV9062,0,2025-02-09,2025-03-02,2025-04-16,2026-08-24,708.74,139.0,18,Monthly,School_Fees,Female,30-Sep-1965,Single,2,,15,342.57,0,Savings,Bank_Transfer,Manicaland TNG6275,0,2026-02-18,2026-02-22,2026-03-28,2027-02-17,1372.36,102.21,12,Monthly,Working_Capital,Male,19-Jan-1986,Single,5,Informal_Sector,20,371.61,0,None,EcoCash,Bulawayo ZGT7648,5,2025-06-29,2025-07-16,2025-08-19,2025-10-14,277.17,141.86,3,Bi-Weekly,Medical,Male,22-Dec-1998,Married,0,Agriculture,18,172.25,3,None,EcoCash,Mashonaland_West BTJ5094,0,2024-12-19,2025-01-09,2025-02-10,2026-01-04,467.01,145.28,12,Monthly,Rent,Male,21-May-1963,Widowed,6,Informal_Sector,31,172.68,4,Guarantor,InnBucks,Manicaland OWQ1317,2,2025-03-10,2025-03-18,2025-05-02,2025-12-13,4305.11,84.67,9,Monthly,Farming_Inputs,Male,01-May-2005,Single,,Education,11,357.67,4,Livestock,InnBucks,Manicaland FZJ8283,1,2025-11-12,2025-11-21,2025-12-16,2026-11-16,3737.51,14.88,12,Monthly,Stock_Purchase,Male,29-Jul-2004,Single,1,Informal_Sector,17,225.51,2,,Bank_Transfer,Harare AAU0759,1,2025-11-17,2025-11-19,2025-12-19,2027-05-13,2216.57,120.7,18,Monthly,Equipment,Female,23-Nov-1972,Married,2,Informal_Sector,12,170.55,0,Vehicle,Cash,Matabeleland_North NXH5986,4,2025-07-04,2025-07-18,2025-08-23,2029-06-27,1842.63,15.92,48,Monthly,Equipment,Female,22-May-1996,Single,3,Agriculture,,120.2,5,None,EcoCash,Harare UAC7517,3,2025-04-05,2025-04-23,2025-06-07,2025-10-20,1162.64,80.79,6,Monthly,School_Fees,Male,02-Aug-2006,Single,0,Informal_Sector,5,415.69,2,None,OneMoney,Harare HQD4364,2,2025-02-09,2025-02-16,2025-03-24,2026-08-10,2405.75,125.19,18,Monthly,Working_Capital,Female,21-Apr-2007,Single,1,Informal_Sector,9,316.91,2,Vehicle,Bank_Transfer,Manicaland SRF2584,0,2025-06-19,2025-06-28,2025-08-08,2027-06-18,3974.8,123.82,24,Bi-Weekly,Stock_Purchase,Male,08-May-1995,Married,3,Construction,87,888.7,5,Savings,InnBucks,Mashonaland_Central YYA8087,2,2025-08-08,2025-08-28,2025-10-03,2026-02-24,11749.9,116.86,6,Monthly,Equipment,Male,18-Apr-1995,Single,2,Telecom,35,1899.9,3,Livestock,Cash,Mashonaland_West NBA4065,3,2025-09-12,2025-09-18,2025-10-25,2026-09-13,1470.91,19.37,12,Monthly,Rent,Male,03-Jun-1982,Married,2,Education,,402.52,0,None,InnBucks,Bulawayo NZT0627,3,2025-04-20,2025-05-08,2025-06-15,2026-05-03,7365.34,14.87,12,Weekly,School_Fees,Male,11-Jul-1980,Married,4,Finance,25,1859.58,0,None,EcoCash,Manicaland OEB8359,4,2024-12-30,2025-01-01,2025-02-06,2026-12-22,14970.72,14.01,24,Monthly,Home_Improvement,Female,02-Aug-1974,Married,,Mining,52,,2,Guarantor,EcoCash,Manicaland YPR6624,0,2026-02-25,2026-02-26,2026-03-28,2028-02-16,4204.53,18.23,24,Monthly,Home_Improvement,Male,02-Mar-2003,Single,3,Construction,18,624.83,8,Guarantor,EcoCash,Bulawayo KCH5008,3,2025-01-04,2025-01-11,2025-02-24,2026-01-06,317.71,15.0,12,Monthly,Rent,Male,04-Oct-2005,Married,0,Agriculture,9,106.95,0,None,Cash,Mashonaland_West STC3523,2,2025-05-19,2025-06-02,2025-07-17,2026-05-28,1740.16,11.83,12,Monthly,Farming_Inputs,Female,11-Oct-2003,Single,2,Agriculture,19,209.87,4,Guarantor,Cash,Bulawayo MGY3123,4,2025-09-11,2025-09-15,2025-10-25,2028-08-30,1902.66,16.96,36,Weekly,Vehicle,Female,12-Dec-1992,Married,,Informal_Sector,36,109.36,0,Savings,InnBucks,Bulawayo LRY1938,2,2025-07-03,2025-07-13,2025-08-18,2026-07-08,1044.79,104.98,12,Monthly,Working_Capital,Female,05-Jun-1971,Married,4,Agriculture,60,,0,Livestock,OneMoney,Harare SVA7219,3,2025-06-09,2025-06-13,2025-07-19,2027-06-03,1898.07,12.44,24,Bi-Weekly,Debt_Consolidation,Male,28-Feb-1993,Single,0,Finance,111,1029.07,3,None,Cash,Mashonaland_Central DNC9467,1,2025-05-17,2025-05-25,2025-07-03,2025-11-21,2444.89,135.21,6,Monthly,Stock_Purchase,Male,30-Jun-1972,Married,0,Manufacturing,40,174.32,0,,Bank_Transfer,Harare LRC2676,0,2026-02-20,2026-02-22,2026-03-28,2026-08-21,282.57,85.34,6,Monthly,Rent,Male,22-Jul-1968,Married,,Agriculture,55,164.67,0,Guarantor,EcoCash,Matabeleland_North APM1038,1,2025-07-07,2025-07-28,2025-08-25,2026-07-23,2056.89,104.66,12,Monthly,,Male,03-Apr-1966,Widowed,3,Agriculture,18,224.3,3,Property,EcoCash,Harare YJZ9859,4,2025-05-06,2025-05-12,2025-06-17,2027-05-02,17677.68,18.46,24,Monthly,Home_Improvement,Male,08-Mar-1969,Divorced,3,Government,,688.2,2,Guarantor,EcoCash,Matabeleland_South VYX7142,3,2025-02-20,2025-02-21,2025-04-07,2025-08-20,809.22,11.78,6,Monthly,Medical,Male,21-Nov-1967,Married,5,Informal_Sector,9,320.19,0,Guarantor,EcoCash,Mashonaland_West MFK2019,4,2025-10-24,2025-11-13,2025-12-24,2028-10-28,5950.51,18.29,36,Monthly,Vehicle,Female,07-Feb-1969,Married,4,Manufacturing,90,420.73,2,None,Cash,Mashonaland_East FPE6810,0,2025-07-17,2025-07-24,2025-09-04,2026-01-20,748.55,15.76,6,Weekly,Wedding,Male,06-Mar-1985,Single,6,Manufacturing,37,280.5,2,,InnBucks,Harare XBT9674,1,2025-12-17,2026-01-06,2026-02-01,2027-06-30,7133.44,115.97,18,Bi-Weekly,Stock_Purchase,Female,06-May-1977,Married,2,Finance,13,379.78,1,Savings,Cash,Mashonaland_Central ZPG6061,1,2025-06-17,2025-06-23,2025-08-06,2026-06-18,5188.58,113.39,12,Monthly,Equipment,Male,29-Jul-1965,Married,3,Manufacturing,89,847.73,0,Vehicle,EcoCash,Matabeleland_South FCG9088,1,2025-05-30,2025-06-15,2025-07-12,2028-05-30,18247.86,120.93,36,Monthly,Equipment,Male,14-Aug-1986,Married,5,Government,124,850.02,2,Livestock,Bank_Transfer,Mashonaland_West URC2367,3,2025-07-23,2025-07-26,2025-08-27,2026-07-21,1005.97,16.12,12,Monthly,Debt_Consolidation,Male,29-Sep-1961,Married,0,Government,36,340.49,0,Savings,Cash,Manicaland EHT5699,5,2025-04-09,2025-04-13,2025-05-17,2025-10-10,447.39,146.73,6,Bi-Weekly,Medical,Female,03-Aug-1975,Widowed,6,,146,330.38,1,Savings,Cash,Midlands XAJ0279,2,2025-11-17,2025-12-07,2026-01-12,2027-05-31,4727.98,122.56,18,Monthly,Farming_Inputs,Male,23-Feb-1965,Married,3,Manufacturing,,470.4,2,Livestock,Cash,Harare ORX2274,2,2025-12-14,2025-12-28,2026-02-05,2026-06-26,1106.84,110.45,6,Bi-Weekly,Farming_Inputs,Male,13-Oct-1979,Widowed,7,Agriculture,23,123.27,3,Savings,EcoCash,Mashonaland_West HJO8517,4,2025-12-13,2025-12-20,2026-01-27,2027-12-10,26625.64,77.19,24,Monthly,Vehicle,,19-Dec-1999,Married,3,Telecom,17,1519.97,1,,Bank_Transfer,Harare MIU6675,1,2025-07-30,2025-08-08,2025-09-07,2026-02-04,2756.14,91.27,6,Bi-Weekly,Working_Capital,Female,05-Jul-1998,Married,0,Transport,34,288.9,2,Property,Cash,Manicaland GWB1362,0,2025-02-15,2025-02-27,2025-04-03,2025-08-26,8464.52,118.52,6,Monthly,Working_Capital,Male,10-Jul-1995,Married,3,Transport,27,1047.26,2,None,EcoCash,Mashonaland_West GJB8260,4,2025-01-13,2025-01-27,2025-03-03,2028-01-12,4113.33,15.16,36,Bi-Weekly,Equipment,Male,02-Apr-2001,Single,5,Retail_Trade,22,294.57,1,Property,Bank_Transfer,Midlands UWX1200,1,2025-04-01,2025-04-22,2025-05-25,2026-04-17,5124.28,121.89,12,Monthly,,Female,21-Jun-1968,Married,3,Informal_Sector,10,238.14,1,Vehicle,InnBucks,Manicaland JXP2884,3,2025-10-16,2025-11-05,2025-12-13,2026-10-31,1436.78,14.1,12,Monthly,Medical,Male,07-Dec-1961,Widowed,2,Retail_Trade,18,558.79,3,None,OneMoney,Bulawayo PNU7995,3,2025-12-31,2026-01-17,2026-03-01,2027-01-12,1653.04,16.21,12,Monthly,Personal,Male,05-Jan-1996,Married,2,Healthcare,10,822.4,5,Savings,OneMoney,Mashonaland_East ICK8620,1,2025-06-07,2025-06-26,2025-07-23,2026-12-18,2540.78,109.96,18,Bi-Weekly,Business_Expansion,Male,15-Jul-1990,Single,3,Retail_Trade,,137.46,3,None,EcoCash,Harare YVG7100,0,2025-09-10,2025-09-25,2025-10-23,2025-12-24,2559.37,15.82,3,Monthly,School_Fees,Female,17-Nov-1976,Widowed,2,Retail_Trade,100,,0,None,EcoCash,Mashonaland_West ZQA6204,1,2025-06-15,2025-06-27,2025-08-01,2027-06-17,3318.87,102.87,24,Monthly,Business_Expansion,Female,29-Dec-1979,Divorced,4,Informal_Sector,22,460.89,2,None,Bank_Transfer,Mashonaland_East PNP3590,2,2025-06-22,2025-06-25,2025-08-08,2026-06-20,800.01,11.59,12,Monthly,Farming_Inputs,Female,24-Jul-1977,Married,3,Agriculture,90,136.45,0,Livestock,Bank_Transfer,Bulawayo CTN4936,1,2025-10-31,2025-11-15,2025-12-13,2027-11-05,2864.76,139.62,24,Monthly,Working_Capital,Female,09-Jan-1996,Married,3,Informal_Sector,47,312.61,4,None,InnBucks,Harare AFE9344,0,2025-07-19,2025-08-04,2025-08-28,2027-07-25,1659.89,152.61,24,Weekly,School_Fees,Male,27-Oct-1981,Widowed,4,Agriculture,33,420.69,1,Vehicle,Bank_Transfer,Mashonaland_East HJG7797,0,2025-12-11,2025-12-24,2026-01-26,2026-06-22,1520.43,16.65,6,Monthly,Medical,Male,25-Mar-1990,Single,3,Healthcare,106,573.95,1,None,Bank_Transfer,Bulawayo IMN9206,0,2025-12-02,2025-12-19,2026-01-23,2026-06-17,1622.6,127.99,6,Monthly,Livestock,Male,30-Oct-1981,Married,1,Agriculture,56,372.65,2,Vehicle,EcoCash,Mashonaland_West JAD4840,4,2025-09-04,2025-09-24,2025-11-07,2026-09-19,2515.0,14.37,12,Monthly,Equipment,Male,30-Mar-1994,Divorced,3,Agriculture,81,212.13,3,None,InnBucks,Harare KKE4285,0,2025-01-07,2025-01-28,2025-03-01,2026-01-23,3904.83,95.48,12,Bi-Weekly,Medical,Female,20-Dec-1978,Widowed,8,Retail_Trade,75,620.44,1,None,Cash,Mashonaland_Central HDB0095,5,2025-04-21,2025-04-30,2025-05-28,2025-06-29,592.74,167.57,2,Monthly,Personal,Female,17-Jul-1962,Married,5,Manufacturing,,306.02,3,Vehicle,InnBucks,Harare RCS8492,2,2025-10-29,2025-11-13,2025-12-27,2026-08-10,5116.09,12.4,9,Monthly,Farming_Inputs,Female,27-Jun-1992,Married,3,Retail_Trade,40,657.9,0,Livestock,Bank_Transfer,Midlands GNF9509,3,2025-10-18,2025-10-27,2025-12-08,2026-10-22,1149.28,12.96,12,Monthly,Rent,Female,31-Jul-1989,Single,0,Agriculture,18,284.44,3,Savings,InnBucks,Mashonaland_West AAL3161,0,2025-10-07,2025-10-12,2025-11-17,2027-04-05,2178.01,18.55,18,Monthly,Funeral,Female,26-Apr-1999,Married,1,Telecom,10,752.41,3,None,EcoCash,Matabeleland_South TGQ7962,0,2025-02-28,2025-03-05,2025-04-18,2026-02-28,1165.85,82.48,12,Monthly,Business_Expansion,Female,24-Apr-1995,Divorced,2,Construction,60,304.88,2,None,EcoCash,Mashonaland_West CFF9202,3,2025-09-11,2025-09-17,2025-10-28,2026-09-12,1312.74,17.84,12,Monthly,School_Fees,Male,01-Jul-1968,Divorced,,Agriculture,139,284.02,1,Guarantor,Cash,Harare CMF9347,0,2026-01-23,2026-02-04,2026-03-15,2027-01-30,1259.71,134.15,12,Bi-Weekly,Medical,Male,27-Mar-1994,Single,1,Informal_Sector,41,,3,Guarantor,Bank_Transfer,Harare CIB2416,0,2026-02-12,2026-02-23,2026-04-09,2026-08-22,4539.96,15.97,6,Bi-Weekly,Personal,Female,27-Dec-1993,Married,,Government,41,923.85,2,Guarantor,Bank_Transfer,Mashonaland_West CBK7203,0,2025-07-03,2025-07-09,2025-08-03,2027-06-29,990.75,17.7,24,Monthly,Wedding,Male,15-Apr-1966,Divorced,6,Informal_Sector,16,256.13,2,Guarantor,Bank_Transfer,Mashonaland_West MRF2491,0,2025-10-31,2025-11-12,2025-12-17,2027-11-02,1762.32,100.49,24,Monthly,Debt_Consolidation,Female,15-Jul-1999,Married,4,Informal_Sector,30,618.36,0,Guarantor,EcoCash,Matabeleland_South JMG7680,4,2025-02-15,2025-03-01,2025-04-05,2026-08-23,15877.04,16.83,18,Monthly,,Female,12-Jun-1992,Married,3,Mining,31,964.64,3,Vehicle,Bank_Transfer,Mashonaland_West RTC6762,2,2025-08-16,2025-08-23,2025-09-26,2027-02-14,2114.79,89.06,18,Monthly,Working_Capital,Female,13-Mar-1967,Married,1,Informal_Sector,12,222.45,1,Vehicle,InnBucks,Harare ZVD2009,0,2025-04-08,2025-04-26,2025-06-02,2025-10-23,856.46,14.65,6,Monthly,,Male,07-Dec-1998,Single,4,Informal_Sector,29,273.89,3,None,Bank_Transfer,Midlands WFP9497,0,2026-01-23,2026-02-07,2026-03-04,2026-08-06,1066.87,123.63,6,Monthly,Working_Capital,Male,02-Feb-2004,Single,1,Transport,15,,2,Savings,EcoCash,Mashonaland_Central PEX7134,4,2025-08-12,2025-08-25,2025-10-01,2028-08-09,11160.32,13.89,36,Bi-Weekly,Home_Improvement,Male,27-Aug-1986,Divorced,3,Education,137,384.09,0,Guarantor,OneMoney,Masvingo FHA1852,2,2025-05-19,2025-06-01,2025-07-01,2025-11-28,1585.68,12.8,6,Monthly,Farming_Inputs,Male,04-Jul-1964,Divorced,1,Informal_Sector,6,190.24,3,Property,EcoCash,Mashonaland_Central UAO4501,2,2025-11-12,2025-11-24,2026-01-06,2026-11-19,2640.96,14.69,12,Weekly,Equipment,Male,01-Apr-1964,Married,2,Healthcare,28,491.2,3,Guarantor,EcoCash,Mashonaland_East IQJ8723,3,2025-05-20,2025-05-31,2025-07-10,2025-11-27,2324.39,,6,Bi-Weekly,Personal,Female,12-Aug-1998,Married,5,Transport,38,672.24,2,None,Cash,Matabeleland_North BQL5404,0,2025-10-30,2025-11-10,2025-12-13,2026-11-05,2026.87,15.95,12,Monthly,Rent,Male,14-May-1997,Married,2,Agriculture,78,311.5,1,Guarantor,EcoCash,Mashonaland_West KLN7250,3,2025-02-18,2025-03-05,2025-04-17,2026-02-28,1598.61,89.73,12,Monthly,Rent,Male,13-Sep-1985,,2,Government,,662.14,1,None,InnBucks,Midlands BNW3280,0,2025-11-06,2025-11-23,2025-12-23,2027-11-13,731.15,89.73,24,Weekly,Farming_Inputs,Male,09-Jul-1983,Married,6,Informal_Sector,28,176.51,2,Guarantor,Cash,Matabeleland_North AAN8609,1,2025-05-06,2025-05-20,2025-06-25,2027-05-10,1355.64,102.9,24,Monthly,Working_Capital,Male,10-May-1993,Married,3,Agriculture,75,207.55,1,Property,InnBucks,Masvingo MEL1982,1,2025-05-04,2025-05-25,2025-06-27,2028-05-09,1568.51,14.35,36,Monthly,Stock_Purchase,Female,27-Jul-1996,Married,5,Informal_Sector,8,232.32,0,Livestock,EcoCash,Bulawayo QVT9418,0,2025-06-27,2025-07-10,2025-08-08,2026-01-06,1243.81,17.94,6,Monthly,Funeral,Male,08-Dec-1991,Married,4,Transport,101,296.38,2,None,EcoCash,Mashonaland_West FNV8858,0,2025-04-14,2025-04-28,2025-05-25,2025-10-25,2282.27,95.98,6,Monthly,Debt_Consolidation,Male,05-Mar-1998,Single,6,Construction,18,574.44,0,Vehicle,Cash,Midlands KIO8299,3,2025-12-26,2026-01-16,2026-02-14,2027-07-10,447.12,16.95,18,Bi-Weekly,Rent,Female,01-Jun-1994,Single,2,Agriculture,80,170.69,1,Savings,Cash,Matabeleland_South RSJ4654,3,2025-09-21,2025-10-02,2025-11-14,2027-09-22,1063.06,17.21,24,Monthly,Medical,Female,28-Jun-1985,Widowed,,Construction,82,451.06,0,Guarantor,Cash,Mashonaland_Central BCH3690,2,2025-06-07,2025-06-12,2025-07-25,2026-12-04,3445.65,102.66,18,Bi-Weekly,Livestock,Male,12-Jul-1980,Married,,Manufacturing,68,361.09,2,Guarantor,Cash,Mashonaland_East SYC9531,4,2025-09-20,2025-10-06,2025-11-03,2028-09-20,16360.51,18.91,36,Monthly,Vehicle,,21-Jan-1991,Single,1,Manufacturing,22,438.27,2,Savings,EcoCash,Harare KIL6229,4,2025-12-25,2026-01-02,2026-01-28,2027-06-26,16608.83,108.65,18,Monthly,Equipment,Male,13-Aug-1973,Single,3,Retail_Trade,31,450.07,4,Property,Bank_Transfer,Manicaland NBO4677,0,2025-03-31,2025-04-09,2025-05-24,2026-04-04,2082.14,14.88,12,Monthly,Personal,Male,05-Mar-1985,Married,3,Transport,36,794.79,1,None,EcoCash,Masvingo EKA8324,2,2025-07-18,2025-08-08,2025-09-03,2026-02-04,5046.68,87.63,6,Monthly,Farming_Inputs,Male,26-Feb-1976,Married,3,Informal_Sector,10,432.28,2,Livestock,Bank_Transfer,Harare ZSQ6837,0,2025-02-02,2025-02-05,2025-03-20,2026-01-31,333.4,111.71,12,Bi-Weekly,Working_Capital,Male,13-Oct-1995,Divorced,6,Agriculture,114,133.44,0,Guarantor,EcoCash,Mashonaland_Central WXK5001,2,2025-07-28,2025-07-29,2025-09-07,2026-04-25,6490.59,8.54,9,Monthly,Livestock,Female,23-Nov-1982,Married,7,Construction,,577.08,1,Livestock,Bank_Transfer,Harare RUC4832,2,2025-04-28,2025-05-10,2025-06-08,2027-04-30,11273.7,130.34,24,Bi-Weekly,Livestock,Male,06-May-1993,Divorced,4,Retail_Trade,48,1133.76,3,Livestock,Bank_Transfer,Mashonaland_East KJK0672,0,2025-09-04,2025-09-19,2025-10-20,2027-03-13,813.28,122.92,18,Monthly,Wedding,Male,11-Dec-1998,Married,2,Manufacturing,33,492.62,1,None,Cash,Manicaland IQM0593,3,2025-04-07,2025-04-14,2025-05-14,2027-04-04,554.85,17.11,24,Monthly,Medical,Female,13-Sep-1991,Married,4,Agriculture,111,156.33,0,,OneMoney,Harare LPK7313,2,2025-03-11,2025-03-16,2025-04-27,2026-03-11,1122.08,119.37,12,Monthly,,Male,14-Jan-1965,Divorced,3,Informal_Sector,34,84.73,0,None,Bank_Transfer,Harare ZTQ2325,3,2025-07-01,2025-07-03,2025-08-03,2026-06-28,2939.79,13.68,12,Weekly,School_Fees,Male,04-Feb-2006,Married,2,Construction,11,647.55,5,Guarantor,EcoCash,Midlands GDC5285,2,2026-02-08,2026-02-22,2026-03-28,2027-08-16,1847.84,12.98,18,Monthly,Equipment,Male,20-Nov-1964,Divorced,3,Informal_Sector,16,142.86,3,Livestock,Bank_Transfer,Matabeleland_South QUR5370,2,2025-09-13,2025-09-26,2025-11-07,2026-09-21,4457.75,12.12,12,Bi-Weekly,Livestock,Female,23-Feb-1980,Divorced,4,Government,134,766.35,3,Guarantor,EcoCash,Mashonaland_West SHR0678,0,2025-04-18,2025-04-22,2025-05-17,2025-07-21,1799.63,143.53,3,Monthly,Home_Improvement,Female,20-Mar-1977,Married,5,Mining,130,513.87,1,None,OneMoney,Midlands YES8392,3,2025-11-24,2025-11-28,2025-12-28,2026-05-27,641.7,16.91,6,Monthly,Personal,Male,24-Sep-1994,Married,5,Agriculture,108,147.07,4,None,Bank_Transfer,Mashonaland_West TOB4763,3,2025-08-03,2025-08-19,2025-10-03,2027-02-10,899.43,15.3,18,Monthly,Debt_Consolidation,Female,09-Mar-1973,Divorced,5,Informal_Sector,8,287.09,0,Guarantor,Bank_Transfer,Harare YOU7542,2,2025-04-29,2025-05-01,2025-06-05,2026-04-26,3338.46,74.72,12,Bi-Weekly,Equipment,Male,31-Dec-1998,Single,5,Government,62,,3,Property,EcoCash,Mashonaland_West GSH8987,0,2025-12-30,2026-01-01,2026-02-08,2026-06-30,731.53,18.77,6,Monthly,Vehicle,Male,15-Feb-1983,Married,5,Agriculture,25,183.3,4,None,Bank_Transfer,Midlands WWZ2281,0,2025-11-17,2025-11-21,2025-12-17,2026-05-20,2909.68,17.75,6,Monthly,Personal,Male,12-Nov-1955,Divorced,2,Informal_Sector,40,401.76,0,None,Bank_Transfer,Harare ALA9742,0,2025-06-24,2025-07-12,2025-08-14,2026-01-08,3691.76,155.5,6,Monthly,Business_Expansion,Male,29-Sep-1987,Married,1,Education,44,550.32,1,None,EcoCash,Mashonaland_East GCN5077,0,2025-11-21,2025-12-01,2026-01-08,2026-11-26,972.51,16.54,12,Monthly,Personal,Male,19-Dec-1980,Married,4,Transport,136,,2,None,EcoCash,Harare ROO7648,3,2025-05-07,2025-05-08,2025-06-16,2026-10-30,1673.35,69.67,18,Weekly,School_Fees,Female,23-May-1993,Married,4,Mining,47,,2,None,InnBucks,Mashonaland_West NVR0886,0,2024-12-25,2025-01-06,2025-02-08,2026-12-27,987.62,82.56,24,Monthly,Personal,Male,01-Feb-1983,Married,4,Informal_Sector,38,275.74,0,Savings,EcoCash,Manicaland RJF5346,1,2026-01-01,2026-01-11,2026-02-05,2028-01-01,505.9,12.28,24,Monthly,Equipment,Male,07-Oct-1989,Divorced,2,Agriculture,,140.62,2,None,Cash,Manicaland XLF9962,0,2026-01-03,2026-01-22,2026-02-23,2026-04-22,712.62,16.7,3,Monthly,Stock_Purchase,Male,15-Aug-1978,Married,3,Agriculture,29,215.28,3,Property,Cash,Midlands ZGA9831,0,2025-12-04,2025-12-13,2026-01-24,2026-12-08,1403.66,15.4,12,Monthly,School_Fees,Male,09-Apr-2005,Single,2,Telecom,17,744.34,2,None,EcoCash,Midlands WOC8918,4,2025-06-22,2025-07-07,2025-08-20,2026-12-29,4807.06,16.43,18,Monthly,Home_Improvement,Male,02-Nov-1991,Married,,Informal_Sector,11,187.77,2,None,EcoCash,Matabeleland_North AHI6284,3,2025-01-18,2025-02-03,2025-03-09,2026-07-28,282.89,98.92,18,Monthly,School_Fees,Male,24-Jul-1992,Married,4,Informal_Sector,21,215.97,0,Property,Bank_Transfer,Harare NIU4213,0,2025-01-15,2025-01-27,2025-02-22,2025-04-27,582.62,100.89,3,Monthly,Stock_Purchase,Male,22-Dec-1998,Single,3,Transport,21,242.13,2,None,Bank_Transfer,Manicaland SQK5201,4,2025-08-11,2025-08-24,2025-10-02,2028-08-08,2713.55,13.9,36,Bi-Weekly,Home_Improvement,Male,02-Aug-2005,Single,0,Informal_Sector,7,280.32,1,Guarantor,OneMoney,Harare AJO3590,1,2025-11-12,2025-12-03,2025-12-28,2026-11-28,11750.27,114.1,12,Monthly,Business_Expansion,Male,11-Aug-1974,Married,,Education,70,802.78,0,Property,InnBucks,Mashonaland_Central WZV6293,0,2025-04-25,2025-05-15,2025-06-25,2026-05-10,1565.73,168.29,12,Monthly,Livestock,Male,24-Oct-1982,Married,4,Manufacturing,70,489.89,4,None,EcoCash,Harare NWA5890,1,2025-05-16,2025-05-18,2025-06-28,2026-11-09,10594.38,150.29,18,Monthly,Working_Capital,Female,21-Sep-1979,Married,4,Government,56,,4,Property,EcoCash,Manicaland WVE5452,0,2025-08-14,2025-08-31,2025-10-11,2026-02-27,7706.99,145.16,6,Monthly,School_Fees,Male,24-Nov-1963,Married,4,Manufacturing,103,1160.15,2,Guarantor,Bank_Transfer,Harare YGS6044,1,2025-09-13,2025-09-26,2025-11-10,2026-09-21,4462.7,95.96,12,Monthly,Stock_Purchase,Male,15-Apr-1991,Married,3,Government,116,,4,None,Cash,Matabeleland_North SUY4237,4,2025-10-11,2025-10-13,2025-11-13,2026-10-08,6160.89,18.12,12,Monthly,Home_Improvement,Female,06-Jan-1990,Married,2,Retail_Trade,90,392.63,2,Vehicle,EcoCash,Harare PWC4767,0,2026-01-02,2026-01-07,2026-02-08,2026-07-06,577.64,113.09,6,Monthly,Vehicle,Female,22-Jun-1968,Single,4,Agriculture,143,392.95,2,None,InnBucks,Masvingo BPZ0803,4,2025-09-13,2025-10-03,2025-11-16,2028-09-17,18013.94,20.15,36,Monthly,,Female,01-Dec-1975,Married,7,Telecom,,1256.66,2,Guarantor,EcoCash,Harare KJX2470,0,2025-03-19,2025-04-02,2025-05-17,2025-09-29,3566.67,114.93,6,Monthly,Funeral,Female,06-Jun-1984,Married,1,Healthcare,32,498.17,2,Livestock,InnBucks,Mashonaland_Central KIE5395,1,2025-12-05,2025-12-21,2026-02-04,2026-06-19,2582.32,13.91,6,Monthly,Business_Expansion,Female,14-May-1979,Married,5,Agriculture,120,180.24,0,None,EcoCash,Harare SLX0697,3,2025-03-06,2025-03-16,2025-04-28,2027-03-06,1349.36,18.67,24,Monthly,Debt_Consolidation,Male,12-Aug-1975,Widowed,4,Retail_Trade,120,446.5,2,Guarantor,EcoCash,Mashonaland_West UUK9663,2,2025-12-07,2025-12-25,2026-02-08,2026-09-21,20226.25,84.07,9,Monthly,Livestock,Female,03-Apr-1994,Divorced,2,Telecom,47,,0,Guarantor,EcoCash,Mashonaland_West IUG5399,1,2025-06-06,2025-06-10,2025-07-20,2028-05-25,4182.44,14.54,36,Monthly,Equipment,Male,21-Nov-1990,Single,0,Retail_Trade,63,382.65,1,Savings,Bank_Transfer,Harare ORV6100,0,2025-10-11,2025-10-23,2025-12-07,2026-04-21,3113.22,115.0,6,Monthly,Debt_Consolidation,Male,12-Oct-1969,Married,7,Telecom,47,1070.74,0,Guarantor,Bank_Transfer,Mashonaland_West OFT6653,2,2025-03-17,2025-03-30,2025-05-03,2027-03-20,7625.02,64.56,24,Bi-Weekly,Equipment,Male,18-Apr-1969,Married,0,Retail_Trade,,425.59,3,None,InnBucks,Manicaland XQY9087,3,2025-06-25,2025-07-05,2025-08-10,2027-06-25,1402.15,17.09,24,Weekly,Personal,Male,08-Oct-1981,Divorced,5,Government,220,518.18,2,Guarantor,OneMoney,Mashonaland_West KTO5138,0,2025-10-19,2025-10-30,2025-11-28,2026-01-28,2276.09,114.41,3,Monthly,Working_Capital,Male,19-Jun-1985,,6,Transport,28,582.7,2,Guarantor,EcoCash,Harare JXM1524,2,2025-05-02,2025-05-12,2025-06-26,2025-11-08,4763.74,15.03,6,Monthly,Working_Capital,Male,13-Jun-1986,Married,4,Education,44,664.3,1,Livestock,EcoCash,Manicaland PWB2146,0,2025-01-07,2025-01-20,2025-03-05,2025-07-19,151.95,123.46,6,Monthly,Farming_Inputs,Male,07-Mar-1961,Divorced,4,Informal_Sector,35,,3,None,EcoCash,Bulawayo FVU2525,1,2025-04-27,2025-05-12,2025-06-22,2025-11-08,7603.0,14.75,6,Monthly,Stock_Purchase,Female,07-Jan-1967,Married,3,Manufacturing,14,449.81,0,Property,EcoCash,Bulawayo LYD1152,1,2024-12-29,2025-01-11,2025-02-10,2026-01-06,6899.34,81.18,12,Monthly,Business_Expansion,Male,15-Nov-2001,Single,1,Construction,8,521.88,0,Livestock,Bank_Transfer,Mashonaland_East QTA7916,5,2025-02-22,2025-03-14,2025-04-14,2025-09-10,2425.21,141.64,6,Weekly,Medical,Male,27-Aug-1970,Married,4,Retail_Trade,93,,1,None,Bank_Transfer,Harare OIR6331,0,2025-11-26,2025-12-04,2025-12-28,2027-05-28,2782.7,87.65,18,Monthly,Farming_Inputs,Male,28-Feb-1995,Divorced,1,Informal_Sector,8,572.57,1,None,Bank_Transfer,Mashonaland_West EYU4023,5,2025-02-13,2025-02-16,2025-03-16,2025-05-17,236.6,156.31,3,Weekly,Personal,Male,15-Oct-2000,Divorced,3,Retail_Trade,3,228.98,0,Vehicle,EcoCash,Midlands QPP4425,5,2025-08-23,2025-09-05,2025-10-13,2025-12-04,507.64,177.74,3,Monthly,Rent,Male,08-Dec-1983,Divorced,0,Retail_Trade,46,391.73,0,None,EcoCash,Mashonaland_West EBZ2462,1,2026-01-01,2026-01-16,2026-02-14,2026-07-15,1517.98,17.54,6,Monthly,Equipment,Female,22-Nov-1969,Widowed,4,Informal_Sector,7,93.6,0,None,Cash,Manicaland PEC0913,2,2025-03-29,2025-04-16,2025-05-19,2027-04-06,6044.24,74.09,24,Monthly,Farming_Inputs,Male,30-May-1973,Married,2,Retail_Trade,51,1039.17,1,Livestock,EcoCash,Midlands RZW4685,2,2025-08-14,2025-08-16,2025-09-10,2026-08-11,4158.65,13.36,12,Monthly,Working_Capital,Female,12-Apr-1965,Married,2,Government,55,657.22,0,Savings,InnBucks,Mashonaland_Central ARL1855,4,2025-08-29,2025-09-09,2025-10-06,2029-08-19,14699.22,15.69,48,Weekly,Home_Improvement,Female,14-Oct-1980,Divorced,2,NGO,35,,0,,OneMoney,Matabeleland_North GNM5799,3,2025-01-26,2025-02-01,2025-03-05,2026-07-26,2179.31,17.49,18,Monthly,Medical,Female,12-Feb-1985,Married,5,Retail_Trade,49,758.28,2,None,EcoCash,Harare UWZ6120,2,2025-06-10,2025-06-12,2025-07-18,2026-03-09,1054.05,135.07,9,Monthly,Working_Capital,Male,19-Sep-1969,Divorced,0,Informal_Sector,47,191.92,2,Livestock,Bank_Transfer,Harare HHH9210,3,2025-09-07,2025-09-22,2025-10-20,2027-09-12,1116.82,13.55,24,Bi-Weekly,Rent,Female,06-Jun-1988,Married,3,Informal_Sector,15,383.58,1,None,EcoCash,Midlands AVB0694,3,2025-08-20,2025-09-03,2025-09-28,2026-08-29,1190.07,15.29,12,Weekly,Rent,Male,22-Feb-1968,Married,2,Retail_Trade,39,660.32,0,None,Cash,Harare TMT4597,5,2024-12-23,2025-01-07,2025-02-21,2025-07-06,2050.38,163.49,6,Monthly,Personal,Female,25-Oct-1977,Married,3,Government,91,943.73,2,Property,EcoCash,Midlands UBS1325,2,2025-01-27,2025-02-01,2025-02-26,2025-07-31,26684.1,15.38,6,Monthly,Equipment,Female,19-Nov-1997,Married,0,Mining,59,1879.46,2,None,EcoCash,Bulawayo AGL0230,0,2025-09-03,2025-09-08,2025-10-20,2027-08-29,4575.33,135.18,24,Bi-Weekly,Farming_Inputs,Female,20-Jan-2000,Single,6,Retail_Trade,21,837.38,2,Vehicle,EcoCash,Matabeleland_North RAY1338,5,2025-01-29,2025-02-08,2025-03-06,2025-05-09,320.88,125.42,3,Monthly,,Female,29-Jul-1992,Single,2,,22,172.0,2,Savings,Bank_Transfer,Midlands UBO3797,1,2025-06-08,2025-06-21,2025-07-18,2026-06-16,19576.23,11.44,12,Monthly,Working_Capital,Male,10-Jun-1966,Married,5,Finance,67,1273.96,3,Property,InnBucks,Harare CQF7521,4,2025-09-20,2025-09-25,2025-11-07,2028-09-09,26953.2,14.19,36,Bi-Weekly,Vehicle,Female,15-Aug-1992,Single,2,Finance,38,,1,Livestock,Cash,Manicaland KDP1198,0,2025-04-21,2025-05-11,2025-06-18,2026-05-06,1237.66,146.79,12,Monthly,Funeral,Female,27-Sep-1971,Married,3,Construction,27,,0,None,InnBucks,Harare INL0868,4,2024-12-17,2025-01-07,2025-02-14,2027-12-23,8590.42,73.21,36,Monthly,Home_Improvement,Female,05-Dec-1976,Married,6,Agriculture,24,368.95,1,Vehicle,EcoCash,Harare GTK3189,1,2025-01-14,2025-01-23,2025-02-28,2026-07-17,17278.45,14.68,18,Monthly,Stock_Purchase,Female,04-May-1985,Married,3,Finance,30,837.54,1,Livestock,Bank_Transfer,Harare WTM4005,2,2025-01-29,2025-02-04,2025-03-16,2026-01-30,1249.04,101.63,12,Monthly,Farming_Inputs,Male,27-Oct-1997,Married,0,Agriculture,86,153.32,2,,EcoCash,Masvingo FIP8993,5,2025-03-14,2025-03-19,2025-04-15,2025-04-18,446.1,178.68,1,Weekly,Rent,Female,02-Aug-1983,Widowed,5,Education,66,333.81,2,None,Bank_Transfer,Harare FCZ9834,4,2025-04-19,2025-04-23,2025-06-05,2026-10-15,3427.47,12.91,18,Monthly,Vehicle,Male,14-Oct-1990,Married,3,Agriculture,103,162.65,2,Property,OneMoney,Masvingo RML3792,1,2025-04-21,2025-04-30,2025-06-12,2025-10-27,5203.09,137.57,6,Monthly,Business_Expansion,Female,25-Nov-1985,Single,4,Informal_Sector,53,446.94,3,Property,EcoCash,Mashonaland_East PMZ1560,2,2025-06-05,2025-06-24,2025-07-26,2027-06-14,6738.21,110.45,24,Monthly,Equipment,Male,17-Sep-1977,Married,4,Healthcare,43,500.3,0,None,EcoCash,Harare EGE4577,3,2025-10-16,2025-10-26,2025-12-07,2027-10-16,3787.35,15.65,24,Monthly,School_Fees,Male,22-Dec-1995,Single,3,Manufacturing,96,739.16,8,Savings,EcoCash,Manicaland AGD9018,3,2025-02-06,2025-02-17,2025-04-02,2026-08-11,1345.06,15.56,18,Monthly,School_Fees,Male,11-May-1978,Married,6,Agriculture,32,402.51,0,Savings,Cash,Masvingo DAK7002,5,2025-03-18,2025-04-06,2025-05-01,2025-05-06,395.0,156.16,1,Monthly,Rent,Male,28-Aug-1977,Widowed,2,Agriculture,104,266.2,1,None,EcoCash,Masvingo RYM2412,1,2026-01-08,2026-01-26,2026-03-02,2028-01-16,3369.8,95.25,24,Monthly,Stock_Purchase,Female,19-Nov-1987,Divorced,,Manufacturing,30,607.97,5,None,Bank_Transfer,Bulawayo GQK3574,1,2025-09-07,2025-09-15,2025-10-12,2026-09-10,5758.95,100.86,12,Monthly,Business_Expansion,Male,09-Sep-1994,Single,5,Telecom,25,834.96,3,Property,EcoCash,Harare KDJ3912,5,2025-09-24,2025-09-28,2025-10-23,2025-10-28,2329.53,133.9,1,Bi-Weekly,Rent,Female,04-Jun-1989,Married,,Finance,76,2150.89,3,None,EcoCash,Mashonaland_West LWS1614,3,2025-12-19,2025-12-29,2026-02-04,2027-06-22,2463.12,14.21,18,Monthly,School_Fees,Female,28-Mar-2007,Single,1,Retail_Trade,7,530.97,1,Guarantor,EcoCash,Midlands CWL5798,4,2025-02-25,2025-03-14,2025-04-18,2026-09-05,6908.22,16.38,18,Monthly,,Female,28-Oct-1995,Married,5,Informal_Sector,,286.59,0,Vehicle,EcoCash,Masvingo GOY7408,2,2025-12-28,2026-01-12,2026-02-15,2027-01-07,5194.7,125.91,12,Monthly,Working_Capital,Female,20-Jun-1974,Married,3,Education,66,345.75,1,Savings,Bank_Transfer,Bulawayo MDY5140,0,2025-06-07,2025-06-19,2025-07-28,2027-06-09,872.51,119.89,24,Monthly,Working_Capital,Female,23-Apr-1992,Single,6,,57,415.39,2,None,Cash,Masvingo HHY3374,1,2025-03-10,2025-03-22,2025-04-18,2026-03-17,2940.48,15.43,12,Weekly,Equipment,Male,18-Dec-2001,Married,2,Retail_Trade,40,211.29,8,None,Bank_Transfer,Harare BUJ9611,1,2024-12-24,2025-01-08,2025-02-22,2027-12-24,6014.39,108.78,36,Bi-Weekly,Business_Expansion,Female,23-Oct-1962,Married,3,Informal_Sector,,427.16,4,Guarantor,OneMoney,Midlands QIF4923,4,2025-03-08,2025-03-25,2025-05-07,2027-03-15,4142.0,15.84,24,Monthly,Equipment,Male,09-Feb-1988,Married,0,Informal_Sector,25,194.82,0,None,Cash,Matabeleland_South PAT5605,3,2025-02-14,2025-02-19,2025-04-02,2026-02-14,3463.34,16.87,12,Monthly,Personal,Male,10-Oct-1972,Single,,Retail_Trade,51,759.64,1,None,EcoCash,Harare ZVB1813,0,2025-11-10,2025-11-25,2025-12-28,2027-11-15,237.14,156.99,24,Monthly,Debt_Consolidation,Male,22-Oct-1990,Married,2,Informal_Sector,22,78.96,1,Property,EcoCash,Harare SXC2843,1,2025-10-14,2025-10-28,2025-11-25,2027-04-21,5204.44,91.36,18,Monthly,Business_Expansion,Female,20-Feb-1958,Divorced,,Education,,236.07,2,Savings,Bank_Transfer,Midlands HBA6381,0,2025-11-20,2025-12-01,2026-01-07,2026-05-30,4054.56,115.99,6,Monthly,Debt_Consolidation,Female,27-Jul-1979,Married,6,Mining,144,,0,Savings,OneMoney,Harare RII5546,4,2025-05-21,2025-06-05,2025-07-12,2029-05-15,5396.78,15.71,48,Monthly,Vehicle,Male,18-Sep-1983,Married,,Construction,20,430.7,1,Property,EcoCash,Mashonaland_East HXS4855,0,2025-05-20,2025-05-26,2025-06-23,2026-05-21,972.84,166.0,12,Monthly,Business_Expansion,Female,12-Nov-2003,Single,2,Transport,6,508.29,1,None,EcoCash,Manicaland XBZ6752,4,2025-07-14,2025-07-21,2025-08-17,2029-06-30,9527.7,15.61,48,Monthly,Equipment,Female,26-Aug-1968,Married,4,Manufacturing,129,345.93,2,Property,EcoCash,Bulawayo LWF5773,1,2025-09-25,2025-09-28,2025-11-07,2026-09-23,2333.58,13.94,12,Monthly,Stock_Purchase,Male,08-Dec-1975,Divorced,2,Informal_Sector,32,141.01,1,Guarantor,OneMoney,Matabeleland_South DUQ8476,4,2025-08-31,2025-09-15,2025-10-19,2027-03-09,9814.82,15.36,18,Monthly,,Female,01-Dec-1990,Married,3,Retail_Trade,39,,3,Vehicle,EcoCash,Manicaland SEU1555,1,2025-01-07,2025-01-16,2025-02-26,2026-07-10,2686.31,136.74,18,Monthly,Business_Expansion,Female,13-Sep-2004,Single,2,Agriculture,18,270.71,0,Vehicle,OneMoney,Mashonaland_Central RNP9751,2,2025-02-04,2025-02-11,2025-03-12,2026-08-05,3926.6,117.67,18,Monthly,Equipment,Male,24-Feb-1988,Single,3,Government,71,436.41,1,None,EcoCash,Mashonaland_East WIQ8770,4,2026-01-17,2026-02-04,2026-03-13,2027-01-30,4976.31,14.08,12,Monthly,Equipment,Female,20-Sep-1990,Divorced,1,Government,57,304.28,5,Vehicle,EcoCash,Mashonaland_Central JSG5695,0,2025-09-05,2025-09-12,2025-10-13,2026-03-11,5136.32,13.99,6,Monthly,Vehicle,Male,16-Feb-1960,Married,0,NGO,,783.58,2,Property,EcoCash,Harare FKO1241,0,2025-05-14,2025-05-23,2025-07-07,2026-05-18,3137.54,16.15,12,Monthly,Business_Expansion,Male,14-May-1991,Married,1,Construction,38,762.46,2,Guarantor,EcoCash,Harare PCC3793,2,2025-02-08,2025-02-24,2025-03-24,2027-02-14,7403.49,89.36,24,Monthly,Livestock,Male,14-Jun-1971,Single,5,Government,209,526.61,1,,EcoCash,Midlands CWD4541,0,2025-10-22,2025-10-26,2025-11-28,2026-01-24,3281.23,15.15,3,Monthly,Equipment,Female,08-Dec-1977,Married,2,Education,111,565.89,3,Property,EcoCash,Harare ROG9695,1,2025-07-23,2025-08-04,2025-09-15,2026-07-30,883.34,16.48,12,Monthly,Equipment,,17-Jan-1976,Married,5,Agriculture,117,89.47,0,None,EcoCash,Masvingo MVR4037,5,2025-04-13,2025-04-25,2025-05-27,2025-07-24,982.52,164.88,3,Weekly,Rent,Female,05-Oct-1973,Widowed,4,Informal_Sector,8,643.86,0,Guarantor,Cash,Manicaland FMM6372,3,2025-12-09,2025-12-22,2026-01-24,2026-12-17,2685.12,65.76,12,Bi-Weekly,Personal,Male,02-Jan-1997,Married,3,Retail_Trade,51,709.09,4,None,Cash,Mashonaland_East BGB3523,2,2025-12-26,2026-01-09,2026-02-12,2026-10-06,1346.26,86.15,9,Monthly,Farming_Inputs,Female,12-Jul-1974,Widowed,,Informal_Sector,16,71.8,1,,InnBucks,Harare TTF6509,4,2025-04-05,2025-04-20,2025-05-18,2027-04-10,25005.15,18.31,24,Monthly,Vehicle,Female,27-Nov-1990,Married,2,Telecom,27,1509.0,1,Livestock,EcoCash,Mashonaland_West ALW9297,0,2025-10-05,2025-10-24,2025-11-20,2027-04-17,1068.28,96.08,18,Monthly,Funeral,Male,20-Feb-1974,Divorced,4,Construction,90,348.12,8,Guarantor,EcoCash,Matabeleland_North ZOS7568,2,2025-12-18,2025-12-29,2026-02-07,2027-06-22,1661.58,12.36,18,Monthly,,Female,06-Nov-1992,Married,0,Informal_Sector,8,169.51,4,None,Bank_Transfer,Manicaland ABH8279,3,2025-08-17,2025-08-20,2025-09-28,2027-02-11,568.84,17.99,18,Monthly,Rent,Male,11-Apr-1962,Divorced,3,Agriculture,7,164.07,2,Guarantor,Cash,Mashonaland_Central UEK6628,0,2025-03-06,2025-03-20,2025-04-28,2027-03-10,1096.65,16.77,24,Bi-Weekly,Livestock,Male,10-Oct-1986,,3,Agriculture,87,187.54,0,Guarantor,EcoCash,Mashonaland_West HNC0717,1,2025-06-11,2025-06-25,2025-07-25,2028-06-09,8567.69,105.61,36,Monthly,Equipment,Male,11-Mar-1986,Married,5,Mining,61,708.95,0,Property,EcoCash,Matabeleland_South JGT4554,5,2025-03-01,2025-03-22,2025-04-28,2025-09-18,385.99,186.31,6,Bi-Weekly,Funeral,Female,15-Jun-1961,Widowed,4,Agriculture,102,258.9,1,Savings,Bank_Transfer,Harare IJS7638,0,2025-06-02,2025-06-21,2025-07-24,2025-09-19,2264.69,150.85,3,Monthly,Funeral,Male,16-Jun-1996,Divorced,1,Finance,83,745.51,1,None,EcoCash,Bulawayo ZZN6544,1,2025-01-05,2025-01-19,2025-02-15,2026-07-13,5838.21,95.64,18,Monthly,Working_Capital,Male,18-Jun-1996,Married,2,Informal_Sector,13,221.69,0,Vehicle,Bank_Transfer,Bulawayo YZA9256,1,2025-12-19,2025-12-30,2026-02-03,2028-12-14,2289.42,103.9,36,Monthly,Working_Capital,Male,07-Aug-1970,Married,7,Construction,35,170.6,1,None,EcoCash,Harare GZU9440,3,2025-04-10,2025-04-12,2025-05-16,2026-04-07,1904.59,16.3,12,Monthly,Medical,Male,20-Jun-1963,Married,4,Retail_Trade,32,755.15,2,None,InnBucks,Harare ZLK8905,0,2025-04-22,2025-04-29,2025-06-07,2025-07-28,592.32,116.86,3,Monthly,Personal,Male,14-Nov-1983,,4,Informal_Sector,20,168.02,1,Savings,Bank_Transfer,Harare ZWC9267,1,2025-11-25,2025-11-28,2025-12-26,2027-05-22,2999.22,,18,Weekly,Business_Expansion,Male,23-Sep-1983,Married,6,Informal_Sector,15,,4,Property,EcoCash,Bulawayo BVE8079,4,2025-04-06,2025-04-21,2025-05-16,2029-03-31,4795.43,15.83,48,Monthly,Vehicle,Male,20-Dec-1973,Married,,Agriculture,17,427.0,2,Property,InnBucks,Manicaland OYH5249,3,2025-03-04,2025-03-11,2025-04-25,2026-03-06,4038.61,18.4,12,Monthly,Debt_Consolidation,Male,24-Oct-1983,Married,2,Telecom,,954.92,0,Guarantor,Cash,Manicaland KYH8521,0,2025-06-13,2025-06-18,2025-07-13,2026-06-13,7689.43,153.61,12,Bi-Weekly,Stock_Purchase,Male,29-Jun-2003,Married,2,Telecom,28,1237.09,1,Savings,InnBucks,Harare MZE1888,3,2026-01-10,2026-01-24,2026-03-07,2027-01-19,1130.52,13.83,12,Monthly,Rent,Male,04-Oct-1997,Divorced,,Transport,29,351.39,4,Guarantor,Cash,Manicaland CDN4250,3,2025-11-10,2025-11-21,2026-01-02,2026-05-20,441.12,13.99,6,Monthly,Personal,Male,25-Jun-1981,Divorced,1,Informal_Sector,27,123.99,0,None,Bank_Transfer,Harare UWE7463,0,2025-11-09,2025-11-28,2025-12-28,2027-11-18,1944.69,155.13,24,Monthly,Working_Capital,Male,15-Jan-2003,Single,0,Informal_Sector,,290.9,0,None,EcoCash,Masvingo GZN3833,2,2025-07-04,2025-07-23,2025-08-28,2026-01-19,1956.59,74.12,6,Weekly,Working_Capital,Female,06-Nov-1966,Married,3,Education,136,397.3,4,Property,EcoCash,Matabeleland_North BAO8553,0,2025-08-23,2025-09-01,2025-10-15,2026-02-28,4406.48,16.95,6,Monthly,Funeral,Male,28-Jul-1980,Married,5,Manufacturing,31,883.91,6,None,InnBucks,Manicaland ACB4517,5,2025-05-11,2025-05-29,2025-06-23,2025-08-27,749.02,146.15,3,Weekly,Funeral,Female,02-Apr-1978,Divorced,4,Manufacturing,69,374.33,2,Livestock,Bank_Transfer,Midlands SPU3212,0,2025-03-31,2025-04-14,2025-05-23,2025-10-11,3343.5,14.36,6,Monthly,Personal,Male,23-Jul-1983,Married,5,Transport,131,347.98,2,None,Cash,Manicaland BEH3042,1,2025-07-16,2025-07-30,2025-09-13,2027-07-20,6657.84,13.56,24,Monthly,Equipment,Male,24-Jul-1992,Single,3,Agriculture,64,437.48,3,Property,EcoCash,Harare RQL3472,1,2025-10-11,2025-10-26,2025-11-20,2027-10-16,9670.87,13.57,24,Monthly,Business_Expansion,Female,20-Oct-1982,Divorced,0,Government,133,460.04,1,Property,Bank_Transfer,Harare MAW0136,2,2025-04-16,2025-04-22,2025-05-27,2026-10-14,2169.18,16.37,18,Monthly,Livestock,Male,01-Jun-1969,Married,5,Agriculture,45,289.1,0,None,Bank_Transfer,Bulawayo KLE0471,0,2025-08-25,2025-09-01,2025-10-15,2026-02-28,2177.59,15.28,6,Monthly,Home_Improvement,Male,29-Jun-1991,Married,4,Agriculture,57,287.35,0,Guarantor,EcoCash,Harare ZAY0157,0,2025-09-25,2025-10-16,2025-11-28,2026-01-14,5469.99,153.39,3,Monthly,School_Fees,Male,20-May-1978,Married,2,Retail_Trade,149,680.46,2,Guarantor,Bank_Transfer,Manicaland SWT8253,0,2025-09-28,2025-10-04,2025-11-09,2026-01-02,1287.89,104.14,3,Monthly,Stock_Purchase,Male,07-Nov-1987,Married,3,Informal_Sector,12,203.15,1,Vehicle,Cash,Manicaland MPI6855,1,2024-12-31,2025-01-11,2025-02-10,2025-07-10,12169.88,11.77,6,Monthly,Stock_Purchase,Female,06-Mar-2000,Married,3,Transport,29,,4,Guarantor,OneMoney,Matabeleland_North FWG3117,2,2025-06-05,2025-06-13,2025-07-11,2025-12-10,23142.43,90.83,6,Monthly,Working_Capital,Male,23-Jan-1988,Married,0,,39,2169.08,0,Livestock,Bank_Transfer,Harare CVS0423,0,2026-02-12,2026-02-19,2026-03-28,2027-08-13,2593.69,17.91,18,Bi-Weekly,Home_Improvement,Female,19-Feb-1958,Widowed,,Construction,105,497.11,1,Guarantor,EcoCash,Manicaland GOU2454,5,2025-07-25,2025-08-04,2025-09-11,2025-10-03,1793.97,167.4,2,Weekly,Rent,Female,29-Jan-1969,Divorced,1,Finance,78,1483.09,0,Vehicle,EcoCash,Mashonaland_Central PYB3720,0,2025-07-01,2025-07-04,2025-08-04,2026-06-29,4626.71,124.31,12,Monthly,Funeral,Male,16-Aug-1995,Married,3,NGO,87,,0,Guarantor,OneMoney,Midlands JZW5332,5,2025-06-14,2025-06-27,2025-08-02,2025-12-24,343.06,196.31,6,Bi-Weekly,Personal,Male,03-Dec-1976,Married,3,Informal_Sector,23,226.36,0,None,EcoCash,Harare ETY4656,3,2025-08-14,2025-09-03,2025-10-14,2026-08-29,758.47,,12,Bi-Weekly,Medical,Male,14-Sep-2001,Single,0,Agriculture,,,1,None,Bank_Transfer,Mashonaland_Central ETA7123,1,2025-12-22,2026-01-02,2026-02-14,2027-12-23,7677.05,83.92,24,Monthly,Business_Expansion,Male,20-Nov-1980,Married,4,Education,30,,0,Property,EcoCash,Harare MOE5691,1,2025-04-30,2025-05-20,2025-06-27,2026-11-11,21898.87,107.17,18,Bi-Weekly,,Male,02-Mar-1978,Married,2,Government,104,976.16,2,None,EcoCash,Mashonaland_West LDA8763,1,2025-08-13,2025-08-19,2025-09-13,2026-08-14,7556.6,149.98,12,Monthly,Stock_Purchase,Male,25-Dec-1969,Divorced,5,Education,36,338.23,1,,EcoCash,Matabeleland_South ZRX5373,0,2025-12-06,2025-12-18,2026-01-22,2026-12-13,2064.77,133.15,12,Bi-Weekly,Personal,Male,01-Jul-1971,Married,4,Informal_Sector,11,456.81,0,Savings,InnBucks,Mashonaland_East IJW7879,2,2025-03-02,2025-03-19,2025-04-24,2025-09-15,3865.28,15.86,6,Monthly,Livestock,Male,13-May-2003,Single,0,Agriculture,11,231.75,3,None,OneMoney,Mashonaland_East UZW0758,0,2025-06-21,2025-07-12,2025-08-17,2026-07-07,867.3,15.71,12,Monthly,Vehicle,Female,25-Jun-1996,Single,3,Informal_Sector,20,274.39,3,Guarantor,Cash,Midlands OAG6186,0,2025-04-13,2025-04-30,2025-05-28,2026-04-25,643.18,116.34,12,Bi-Weekly,Medical,Male,19-Dec-1969,Married,7,Manufacturing,89,274.73,0,Livestock,Cash,Midlands UAM1818,2,2025-07-02,2025-07-21,2025-08-28,2027-01-12,6830.24,114.81,18,Monthly,Equipment,Female,14-Nov-2006,Single,0,,11,,4,Livestock,InnBucks,Harare FNN9065,0,2025-03-04,2025-03-09,2025-04-07,2026-08-31,4025.6,162.57,18,Bi-Weekly,Personal,Female,13-Mar-2003,Single,1,Retail_Trade,16,927.04,6,None,EcoCash,Harare JLF1780,2,2025-11-22,2025-12-03,2026-01-04,2027-11-23,2131.58,12.6,24,Monthly,Equipment,Female,04-Oct-1993,Married,4,Construction,50,312.18,0,Livestock,OneMoney,Harare YEY0893,3,2024-12-15,2025-01-01,2025-02-04,2025-06-30,2196.38,16.16,6,Monthly,Debt_Consolidation,Male,26-Sep-1965,Married,7,Education,61,408.08,3,None,EcoCash,Harare THB3713,4,2025-02-08,2025-03-01,2025-04-05,2028-02-14,10924.67,15.25,36,Monthly,Home_Improvement,Male,05-May-1992,,4,Retail_Trade,128,512.03,0,Guarantor,Bank_Transfer,Harare DVN6545,2,2025-11-25,2025-12-09,2026-01-06,2026-12-04,9379.05,10.76,12,Monthly,Equipment,Male,19-Jun-2005,Single,0,Retail_Trade,19,553.19,0,Livestock,Bank_Transfer,Harare TOM6543,2,2025-04-22,2025-05-03,2025-05-28,2025-10-30,3000.42,13.23,6,Monthly,Farming_Inputs,Female,14-Jan-1994,Single,5,Construction,43,546.43,3,Guarantor,EcoCash,Mashonaland_East ZVO4515,0,2025-11-27,2025-12-03,2025-12-28,2026-06-01,3573.23,16.06,6,Monthly,Working_Capital,Male,30-Jul-1990,Married,4,Government,35,955.8,1,Property,Cash,Mashonaland_Central CYN2809,1,2025-07-12,2025-07-17,2025-08-21,2027-01-08,3536.48,17.58,18,Monthly,Stock_Purchase,Male,12-Sep-1995,Married,3,Government,111,406.62,0,Vehicle,InnBucks,Mashonaland_Central XKB8356,3,2025-11-11,2025-11-30,2026-01-10,2027-11-20,1526.19,14.42,24,Bi-Weekly,Debt_Consolidation,Male,22-Mar-1994,Married,2,Retail_Trade,42,,0,Guarantor,Cash,Harare QPH0628,0,2025-05-22,2025-06-07,2025-07-06,2025-12-04,2507.88,16.22,6,Monthly,Personal,Male,19-Aug-1994,,3,Retail_Trade,51,668.04,3,None,EcoCash,Matabeleland_North BMM5092,3,2025-05-24,2025-06-02,2025-07-04,2026-05-28,3235.78,84.03,12,Bi-Weekly,Personal,Male,30-Oct-1977,Married,2,Mining,64,745.0,4,Vehicle,Cash,Harare GYU8973,4,2025-11-26,2025-11-30,2025-12-25,2026-11-25,11335.8,15.81,12,Monthly,Vehicle,Female,13-Aug-1979,Married,7,Construction,36,338.74,4,Guarantor,EcoCash,Harare XQI4092,2,2025-10-07,2025-10-12,2025-11-11,2026-10-07,7495.45,109.53,12,Monthly,Farming_Inputs,Male,25-Feb-1999,Married,3,Manufacturing,,780.31,4,Savings,Bank_Transfer,Mashonaland_Central GSW2383,3,2025-03-26,2025-04-11,2025-05-06,2026-04-06,788.39,,12,Monthly,School_Fees,Male,12-Mar-1969,Single,4,Informal_Sector,29,226.89,3,Guarantor,EcoCash,Harare RTU0647,4,2024-12-29,2025-01-15,2025-02-14,2027-12-31,10287.61,14.75,36,Bi-Weekly,Equipment,Male,03-Mar-2005,Single,2,Manufacturing,17,287.45,2,,EcoCash,Mashonaland_West NRO6275,1,2025-04-23,2025-04-24,2025-05-28,2027-04-14,8806.51,104.96,24,Monthly,Business_Expansion,Female,07-Jul-1993,Single,3,Transport,30,671.68,3,Livestock,EcoCash,Mashonaland_East WHT4713,2,2025-05-11,2025-05-21,2025-07-03,2026-02-15,4778.91,10.04,9,Monthly,Working_Capital,Female,11-Jan-1979,Widowed,4,Agriculture,40,,0,Livestock,EcoCash,Matabeleland_North PSS5199,2,2026-01-14,2026-01-31,2026-03-02,2026-07-30,3777.48,134.48,6,Monthly,Farming_Inputs,Female,24-May-1956,Married,3,Government,60,563.79,1,Livestock,InnBucks,Bulawayo HES2744,0,2024-12-18,2025-01-06,2025-02-11,2026-01-01,5217.31,15.31,12,Monthly,Livestock,Male,15-May-1996,Married,3,Telecom,60,804.34,1,Savings,Bank_Transfer,Harare GEJ7100,3,2026-01-12,2026-01-13,2026-02-20,2027-01-08,2636.75,98.86,12,Monthly,Rent,Male,20-Feb-1985,Divorced,5,Construction,91,875.44,0,Guarantor,Cash,Mashonaland_West JDD9640,3,2025-06-15,2025-06-28,2025-08-08,2027-06-18,1288.03,15.55,24,Monthly,Personal,Male,14-Apr-1968,Widowed,4,Agriculture,60,361.26,0,Savings,Bank_Transfer,Midlands YTK9530,0,2026-01-05,2026-01-07,2026-02-13,2027-12-28,965.26,143.26,24,Monthly,Working_Capital,Male,15-May-2006,Single,0,Agriculture,9,247.6,1,Guarantor,EcoCash,Mashonaland_West FVE2799,3,2025-10-30,2025-11-04,2025-12-14,2027-10-25,1046.29,14.5,24,Monthly,School_Fees,Female,05-Sep-1973,Single,8,Agriculture,53,301.92,1,Guarantor,Bank_Transfer,Harare TSZ4979,0,2025-07-18,2025-07-25,2025-08-21,2026-07-20,1477.12,117.73,12,Monthly,,Female,27-Nov-1990,Single,2,Retail_Trade,87,494.91,2,,EcoCash,Bulawayo FEE4563,2,2025-08-04,2025-08-15,2025-09-12,2026-08-10,3377.74,14.86,12,Monthly,Equipment,Female,18-Aug-1997,Married,5,Agriculture,44,328.48,5,Guarantor,EcoCash,Harare VNQ7798,0,2025-11-28,2025-12-14,2026-01-18,2026-06-12,1214.46,17.54,6,Monthly,Stock_Purchase,Male,23-Jun-2005,Single,1,Retail_Trade,15,631.97,0,Savings,Cash,Harare QTG4449,2,2025-03-27,2025-04-14,2025-05-15,2027-04-04,5195.85,14.62,24,Monthly,Livestock,Male,07-Sep-1978,Married,4,Government,115,421.98,6,Savings,EcoCash,Bulawayo GCJ5619,4,2025-08-30,2025-09-07,2025-10-15,2029-08-17,11648.85,125.1,48,Monthly,Equipment,Male,19-Dec-1982,Married,4,Education,132,607.61,0,Property,Cash,Masvingo VCM2564,3,2025-11-28,2025-12-06,2026-01-17,2026-12-01,6153.19,18.7,12,Monthly,Rent,Female,29-Jun-1963,Divorced,7,,128,1730.71,3,Guarantor,,Matabeleland_North XZG3618,1,2025-04-10,2025-04-17,2025-06-01,2026-04-12,3004.19,13.9,12,Monthly,Business_Expansion,Male,02-Apr-2003,Single,,Education,6,351.06,2,None,OneMoney,Harare XBU8194,4,2025-08-14,2025-09-03,2025-10-09,2029-08-13,8271.16,15.79,48,Monthly,Equipment,Male,06-Nov-1980,Married,,Education,62,692.17,4,Property,Bank_Transfer,Bulawayo JUF6933,0,2025-03-02,2025-03-03,2025-04-02,2026-02-26,3372.51,17.88,12,Monthly,Personal,Female,06-Apr-1986,Divorced,7,Telecom,69,1340.43,4,Property,EcoCash,Harare XVI8728,5,2026-02-20,2026-02-23,2026-04-05,2026-08-22,252.08,193.54,6,Bi-Weekly,Personal,Male,11-May-1997,Widowed,,Agriculture,50,253.87,2,Livestock,OneMoney,Mashonaland_East RIN7079,2,2025-10-02,2025-10-05,2025-11-04,2027-03-29,2059.27,83.96,18,Monthly,Farming_Inputs,Male,17-May-1994,Divorced,,Retail_Trade,54,,0,None,Bank_Transfer,Mashonaland_East SNK1073,1,2026-01-14,2026-02-01,2026-03-03,2029-01-16,15372.63,16.41,36,Weekly,Business_Expansion,Male,07-Jun-2006,Single,0,Finance,12,805.56,2,Vehicle,Bank_Transfer,Masvingo WMR9670,0,2026-02-20,2026-02-22,2026-03-26,2026-08-21,1361.78,14.86,6,Monthly,Business_Expansion,Female,09-Feb-1977,Married,6,Informal_Sector,32,358.45,3,Property,Cash,Mashonaland_West PZX8160,3,2025-09-25,2025-10-04,2025-11-13,2026-09-29,521.68,15.42,12,Weekly,Medical,Male,05-Nov-1974,Married,0,Transport,58,357.83,0,None,Bank_Transfer,Harare TXS9808,3,2025-06-23,2025-07-05,2025-08-15,2027-06-25,1841.61,14.35,24,Monthly,Debt_Consolidation,Male,16-Oct-1972,Married,2,Government,83,463.25,0,,Cash,Harare MEJ8315,2,2025-11-05,2025-11-07,2025-12-22,2027-10-28,6553.78,64.11,24,Weekly,Farming_Inputs,Female,16-Jun-1986,Divorced,8,Informal_Sector,10,467.5,2,Property,Cash,Midlands FRQ1522,1,2025-04-21,2025-05-02,2025-06-10,2028-04-16,6893.68,113.38,36,Monthly,Business_Expansion,Female,09-Mar-1996,Married,2,Transport,90,,0,Guarantor,Bank_Transfer,Harare EGS6505,4,2025-01-19,2025-02-02,2025-03-11,2027-01-23,11863.16,16.32,24,Monthly,Equipment,Male,08-Jun-1986,Divorced,3,Finance,54,,1,,Bank_Transfer,Mashonaland_East UZR6300,0,2025-02-22,2025-03-15,2025-04-22,2025-06-13,2360.31,95.16,3,Weekly,Farming_Inputs,Male,29-May-1993,Married,2,Healthcare,71,615.71,1,Vehicle,EcoCash,Mashonaland_East LVL0476,4,2025-05-24,2025-06-14,2025-07-20,2028-05-29,19946.19,20.13,36,Monthly,Vehicle,Male,27-Nov-2001,Single,0,,13,954.27,2,Property,Cash,Manicaland TZL5867,3,2025-05-11,2025-05-17,2025-07-01,2026-05-12,672.61,16.1,12,Monthly,Medical,Male,28-Mar-1972,Married,2,Agriculture,123,145.15,0,Guarantor,OneMoney,Masvingo RCS5132,3,2025-12-04,2025-12-21,2026-01-25,2026-12-16,5182.22,18.38,12,Monthly,Debt_Consolidation,Female,19-Dec-1992,Single,1,Finance,94,1338.99,1,Guarantor,EcoCash,Matabeleland_North LTI5885,2,2025-04-13,2025-05-04,2025-06-04,2026-04-29,2155.28,13.16,12,Monthly,Working_Capital,Female,12-Sep-2005,Single,1,Informal_Sector,12,320.82,2,None,Cash,Harare YPS4288,0,2025-03-07,2025-03-12,2025-04-13,2025-09-08,1460.14,17.38,6,Bi-Weekly,Home_Improvement,Male,11-Dec-1993,Married,3,Retail_Trade,83,573.56,2,None,OneMoney,Midlands EHB7328,0,2025-03-19,2025-04-06,2025-05-04,2026-04-01,769.64,112.05,12,Monthly,Debt_Consolidation,Female,23-Nov-1998,Married,5,Retail_Trade,22,360.7,1,Guarantor,Bank_Transfer,Manicaland HON1536,4,2025-07-30,2025-08-15,2025-09-26,2026-08-10,4626.71,18.07,12,Monthly,Vehicle,Male,29-Jun-1991,Married,2,Informal_Sector,52,134.77,1,None,Bank_Transfer,Harare GHL5700,4,2025-06-11,2025-06-29,2025-08-12,2028-06-13,5632.62,18.01,36,Monthly,Equipment,Male,29-Jan-1961,Widowed,,Government,117,,1,Vehicle,Cash,Mashonaland_Central ACW4420,4,2025-06-30,2025-07-21,2025-08-28,2026-07-16,9534.48,20.78,12,Weekly,Vehicle,Female,29-Apr-1985,Divorced,2,Agriculture,72,377.95,0,Livestock,OneMoney,Mashonaland_West GBT3538,2,2026-02-06,2026-02-19,2026-03-20,2027-08-13,3266.17,118.22,18,Monthly,Equipment,Male,28-Jan-1996,Single,,Retail_Trade,41,414.4,0,Livestock,EcoCash,Manicaland YID4243,3,2026-01-07,2026-01-19,2026-02-24,2028-01-09,1216.07,17.37,24,Monthly,Personal,Male,14-May-1965,Married,4,Retail_Trade,53,366.31,3,None,Bank_Transfer,Harare AYS9891,2,2025-06-11,2025-06-20,2025-08-02,2027-06-10,7090.55,15.55,24,Weekly,Farming_Inputs,Female,05-May-1998,Single,2,,81,488.66,3,None,EcoCash,Manicaland KVT5468,3,2025-10-06,2025-10-11,2025-11-17,2027-10-01,706.29,16.06,24,Bi-Weekly,School_Fees,Female,13-Aug-1983,Married,2,Transport,,,6,Guarantor,Bank_Transfer,Mashonaland_West XRW8396,5,2025-07-03,2025-07-21,2025-08-28,2026-01-17,424.49,157.36,6,Bi-Weekly,Funeral,Female,23-Feb-1980,,3,Agriculture,57,148.47,1,,InnBucks,Harare NPA1002,4,2025-10-21,2025-10-28,2025-11-24,2029-10-07,12973.17,98.96,48,Monthly,Home_Improvement,Male,24-Aug-1996,Married,1,Construction,27,401.59,4,Property,EcoCash,Harare LQR3842,0,2026-02-10,2026-02-24,2026-04-06,2027-02-19,4699.74,129.41,12,Bi-Weekly,Wedding,Male,24-Nov-1972,Married,5,Retail_Trade,61,,0,None,EcoCash,Matabeleland_South WRB9722,1,2025-01-10,2025-01-14,2025-02-10,2027-12-30,4005.63,16.12,36,Monthly,Working_Capital,Male,10-Sep-1982,Divorced,5,Retail_Trade,97,508.43,4,Savings,InnBucks,Mashonaland_Central WEC1460,5,2025-12-14,2025-12-21,2026-01-28,2026-03-21,1107.58,134.86,3,Bi-Weekly,Rent,Male,29-Feb-1984,,5,Government,132,674.63,4,Vehicle,Bank_Transfer,Harare XFU3132,4,2025-06-14,2025-06-15,2025-07-25,2027-06-05,42632.73,74.03,24,Monthly,Vehicle,Male,20-Feb-1995,Single,,Finance,39,1179.57,1,Property,EcoCash,Mashonaland_East HTE2743,0,2025-03-03,2025-03-22,2025-04-28,2026-03-17,2564.99,107.86,12,Bi-Weekly,Debt_Consolidation,Male,16-Sep-1999,Married,6,Agriculture,2,364.44,1,Livestock,EcoCash,Harare ISN9613,1,2026-02-07,2026-02-08,2026-03-13,2027-02-03,6847.05,99.94,12,Monthly,Working_Capital,Male,18-Feb-1971,Married,5,Government,37,666.88,0,Property,EcoCash,Mashonaland_East JEQ0297,1,2025-05-07,2025-05-14,2025-06-08,2026-05-09,8896.39,13.01,12,Bi-Weekly,Business_Expansion,Male,08-Nov-1992,Married,4,Finance,12,1409.52,0,Property,EcoCash,Bulawayo ZJY4720,3,2025-04-28,2025-05-02,2025-06-07,2026-10-24,1195.43,16.41,18,Monthly,Personal,Female,23-Nov-2005,Single,1,Agriculture,12,417.88,3,Property,Bank_Transfer,Harare EOA8137,2,2025-12-14,2025-12-25,2026-01-28,2026-12-20,5431.15,14.32,12,Monthly,Farming_Inputs,Female,30-Jan-2007,Single,,Transport,3,633.82,1,,Cash,Manicaland LTW8046,0,2025-10-19,2025-11-02,2025-12-06,2026-05-01,1820.3,118.81,6,Monthly,Farming_Inputs,Male,30-Apr-1993,Married,2,Agriculture,118,212.16,0,None,EcoCash,Manicaland YQH3278,0,2025-02-17,2025-02-21,2025-03-24,2025-08-20,1833.23,118.25,6,Monthly,Debt_Consolidation,Male,07-Mar-1993,Single,2,Construction,26,521.1,1,None,InnBucks,Harare CLX9204,5,2025-05-10,2025-05-24,2025-06-23,2025-08-22,873.19,24.16,3,Bi-Weekly,Medical,Male,30-Nov-1993,Married,3,Manufacturing,135,587.26,5,None,Bank_Transfer,Harare QRT0197,0,2025-02-01,2025-02-20,2025-03-18,2025-08-19,955.07,15.96,6,Monthly,Stock_Purchase,Female,04-Dec-1980,Married,4,Informal_Sector,,238.56,0,None,Bank_Transfer,Bulawayo OTW0820,0,2025-08-06,2025-08-25,2025-10-05,2026-08-20,3818.0,17.43,12,Monthly,,Female,13-Mar-1982,Married,2,Finance,48,1691.92,3,Property,Cash,Bulawayo NNE6919,1,2026-02-18,2026-02-26,2026-04-11,2026-08-25,5969.66,92.03,6,Monthly,Stock_Purchase,Male,20-Sep-1988,Married,,Government,52,474.17,3,Vehicle,Bank_Transfer,Harare LSO4428,2,2025-07-24,2025-08-08,2025-09-07,2027-07-29,5188.27,92.08,24,Monthly,Livestock,Female,28-Dec-1997,Married,3,,27,956.22,1,Savings,InnBucks,Matabeleland_North LZP5655,1,2026-01-24,2026-02-11,2026-03-09,2027-02-06,8394.83,11.15,12,Monthly,Business_Expansion,Male,08-Feb-1981,Married,4,NGO,113,773.12,3,Property,InnBucks,Mashonaland_West LLT3946,2,2025-03-05,2025-03-26,2025-05-02,2026-09-17,3515.91,13.3,18,Monthly,Farming_Inputs,Female,13-Apr-1987,Married,3,Informal_Sector,49,,0,,EcoCash,Harare NPM5272,5,2025-01-11,2025-01-16,2025-02-13,2025-04-16,732.83,188.61,3,Bi-Weekly,Medical,Female,08-Apr-1977,Married,4,,36,723.65,1,Livestock,Bank_Transfer,Matabeleland_North MVF7543,3,2025-11-15,2025-11-18,2026-01-02,2026-11-13,1099.68,15.0,12,Monthly,Personal,Male,18-Apr-1981,Married,7,Education,62,767.4,4,Guarantor,Bank_Transfer,Harare XJP2259,2,2025-10-14,2025-10-18,2025-11-22,2027-10-08,1348.31,82.94,24,Monthly,Livestock,Female,30-Dec-1985,Married,5,Informal_Sector,29,137.4,2,Guarantor,EcoCash,Harare FSO3741,2,2024-12-15,2025-01-03,2025-01-28,2025-07-02,22699.12,88.1,6,Monthly,Farming_Inputs,Male,07-Jul-2005,Single,0,Finance,,1636.37,0,Livestock,InnBucks,Harare OOO7653,2,2025-03-11,2025-03-13,2025-04-21,2025-09-09,10776.33,108.18,6,Monthly,Farming_Inputs,Female,22-Oct-1990,Married,1,Mining,110,680.56,3,None,Cash,Masvingo UON4433,4,2025-05-20,2025-06-02,2025-07-04,2028-05-17,10004.74,15.36,36,Bi-Weekly,Home_Improvement,Male,20-Sep-1993,Single,3,Agriculture,45,453.69,0,Livestock,InnBucks,Mashonaland_West MUF3433,0,2025-01-23,2025-01-24,2025-02-28,2027-01-14,1097.0,124.19,24,Monthly,Farming_Inputs,Male,08-Feb-1968,Married,4,Informal_Sector,20,148.3,2,None,Bank_Transfer,Bulawayo RZD7599,1,2025-06-20,2025-07-07,2025-08-01,2027-06-27,4200.52,116.81,24,Monthly,Working_Capital,Male,05-Dec-1992,Married,2,Government,,342.69,1,,InnBucks,Masvingo RDM3372,0,2025-02-06,2025-02-17,2025-03-25,2025-08-16,596.32,141.87,6,Monthly,Working_Capital,Female,10-Jan-1985,Married,4,Agriculture,124,,0,,Cash,Mashonaland_Central LYQ4178,3,2026-01-10,2026-01-23,2026-03-05,2028-01-13,920.33,15.3,24,Monthly,Personal,Male,26-Jul-1974,Married,,Government,62,241.19,0,None,Bank_Transfer,Harare FZE9079,4,2025-07-17,2025-08-07,2025-09-07,2027-01-29,12212.63,20.33,18,Monthly,Home_Improvement,Male,17-Jul-1959,Widowed,2,Informal_Sector,13,,0,Livestock,EcoCash,Manicaland JMS7931,4,2025-04-16,2025-04-24,2025-05-27,2026-04-19,2151.97,15.82,12,Bi-Weekly,Home_Improvement,Male,08-Jul-1974,Single,1,Informal_Sector,43,163.04,5,None,EcoCash,Masvingo BGQ3650,3,2025-09-14,2025-09-22,2025-11-06,2026-09-17,3280.73,14.0,12,Monthly,School_Fees,Male,19-Mar-1990,Single,,Mining,38,1398.08,1,Guarantor,,Harare ZFY7024,2,2025-06-08,2025-06-20,2025-07-25,2026-12-12,8198.23,11.83,18,Monthly,Livestock,Male,23-Apr-1987,Single,6,NGO,74,554.25,3,Guarantor,EcoCash,Midlands JNV0033,0,2025-01-15,2025-01-30,2025-02-28,2026-07-24,1735.33,98.43,18,Monthly,Livestock,Male,14-Aug-1998,Married,6,Healthcare,100,520.83,1,Savings,Cash,Mashonaland_West SNV8933,3,2025-07-23,2025-08-12,2025-09-23,2026-08-07,939.81,16.72,12,Monthly,Personal,Male,25-Dec-2001,Single,1,Informal_Sector,15,265.13,2,Guarantor,EcoCash,Mashonaland_Central XQQ5448,0,2025-11-18,2025-12-07,2026-01-05,2027-11-27,3449.71,15.45,24,Bi-Weekly,Home_Improvement,Female,26-Jun-2007,Single,1,Construction,11,647.88,4,,Bank_Transfer,Mashonaland_East JVI6426,0,2024-12-19,2025-01-07,2025-02-12,2026-01-02,2834.47,15.42,12,Monthly,Debt_Consolidation,Female,11-Jul-1988,Married,,,19,867.93,0,Vehicle,EcoCash,Harare AJG2925,3,2025-03-14,2025-04-02,2025-05-07,2027-03-23,863.21,12.6,24,Monthly,Medical,Male,15-Oct-1982,,3,Construction,83,199.43,4,Guarantor,InnBucks,Matabeleland_North XHP0971,3,2025-07-03,2025-07-21,2025-09-03,2027-01-12,1580.49,10.93,18,Weekly,Rent,Female,12-May-1993,Single,1,Retail_Trade,26,773.4,4,Guarantor,Bank_Transfer,Manicaland TRL3273,1,2025-02-17,2025-02-19,2025-04-03,2027-02-09,4640.21,145.43,24,Monthly,Business_Expansion,Female,18-Jun-1978,Married,5,Education,112,329.25,4,None,Bank_Transfer,Harare INO5257,1,2025-05-13,2025-05-16,2025-06-28,2027-05-06,3985.28,12.83,24,Monthly,Equipment,Male,06-Nov-1997,Married,1,Agriculture,92,195.15,3,Vehicle,EcoCash,Manicaland KTX9283,3,2025-03-18,2025-04-02,2025-05-06,2026-09-24,560.94,14.78,18,Monthly,Rent,Female,05-Jun-1971,Married,5,Transport,32,376.51,0,None,Bank_Transfer,Bulawayo WAN2047,0,2025-11-22,2025-12-12,2026-01-16,2026-06-10,3705.55,15.47,6,Monthly,Stock_Purchase,Male,09-Jun-1994,Married,3,Manufacturing,,491.4,1,Savings,OneMoney,Harare EZW4173,0,2026-01-04,2026-01-11,2026-02-20,2026-04-11,964.65,173.87,3,Bi-Weekly,Stock_Purchase,Female,06-May-1969,Married,2,Agriculture,69,204.15,1,Savings,EcoCash,Manicaland GVA8261,2,2025-03-20,2025-04-10,2025-05-15,2027-03-31,6930.55,8.78,24,Bi-Weekly,Equipment,Male,08-Sep-1968,Divorced,3,Retail_Trade,83,529.72,0,Livestock,InnBucks,Harare TRN7688,0,2024-12-14,2025-01-04,2025-02-04,2025-12-30,1344.92,131.04,12,Monthly,Equipment,Male,06-May-1971,Married,2,Agriculture,,390.82,1,Property,Bank_Transfer,Harare XXQ2067,4,2025-09-08,2025-09-09,2025-10-14,2028-08-24,6019.47,14.33,36,Bi-Weekly,Home_Improvement,Female,17-Jun-1963,Married,4,Manufacturing,18,500.13,5,,Bank_Transfer,Harare TLE5689,2,2025-09-12,2025-09-17,2025-10-16,2026-06-14,4553.0,80.45,9,Monthly,Working_Capital,Male,22-Mar-1995,Married,1,Agriculture,48,404.22,1,Livestock,OneMoney,Masvingo XSO7171,2,2025-02-09,2025-02-19,2025-03-16,2026-08-13,8384.81,13.38,18,Monthly,Livestock,Female,31-Jan-1991,Married,2,Government,54,580.2,3,Livestock,Bank_Transfer,Mashonaland_East SWG9948,2,2025-03-14,2025-04-02,2025-05-02,2025-12-28,9149.01,81.69,9,Monthly,Working_Capital,Male,19-Sep-1996,Single,4,Mining,31,1372.38,2,Livestock,Bank_Transfer,Bulawayo EFH1289,1,2025-05-02,2025-05-06,2025-06-09,2026-05-01,1831.08,14.58,12,Bi-Weekly,Equipment,Male,29-May-1975,Married,5,Informal_Sector,47,190.46,0,Vehicle,Cash,Mashonaland_East IHI0179,1,2025-09-11,2025-09-20,2025-10-22,2026-03-19,4902.73,,6,Bi-Weekly,Business_Expansion,Female,13-Sep-1963,Married,0,Agriculture,,261.39,2,None,Cash,Matabeleland_North CKT9987,2,2025-11-16,2025-12-02,2026-01-12,2027-11-22,3567.25,69.58,24,Monthly,Farming_Inputs,Male,04-Nov-1965,Divorced,3,Education,147,483.27,2,Savings,Cash,Mashonaland_Central NEY7960,0,2025-12-18,2026-01-01,2026-02-01,2026-04-01,2216.25,15.23,3,Monthly,Wedding,Male,11-Mar-1977,Single,8,Informal_Sector,9,292.94,3,Guarantor,Cash,Masvingo IAN9597,2,2025-04-10,2025-04-19,2025-06-02,2026-01-14,1934.09,11.5,9,Weekly,Livestock,Male,10-Mar-1996,Divorced,2,Education,52,276.18,3,Guarantor,Cash,Masvingo HUI4628,3,2025-03-11,2025-03-25,2025-04-27,2026-03-20,1949.44,15.21,12,Monthly,Rent,Male,27-Dec-1984,Married,3,Retail_Trade,80,501.54,1,None,EcoCash,Harare RPK2559,3,2024-12-22,2025-01-09,2025-02-19,2026-07-03,3136.47,15.71,18,Monthly,Rent,Male,17-Feb-1984,Divorced,0,Manufacturing,103,626.54,4,Guarantor,OneMoney,Midlands ISQ5968,5,2025-04-11,2025-04-24,2025-05-21,2025-06-23,1120.68,106.43,2,Monthly,Funeral,Male,19-Aug-1997,Divorced,0,Retail_Trade,52,693.46,0,Guarantor,InnBucks,Mashonaland_West GPO8313,0,2026-01-04,2026-01-11,2026-02-22,2026-07-10,7322.85,,6,Bi-Weekly,Business_Expansion,Female,02-Dec-1982,Divorced,1,Finance,61,1476.48,3,None,EcoCash,Matabeleland_North BTM1480,2,2025-05-08,2025-05-14,2025-06-19,2026-05-09,457.4,90.54,12,Bi-Weekly,Farming_Inputs,Female,07-Dec-1983,Widowed,3,Agriculture,74,84.77,1,Livestock,Bank_Transfer,Harare CPA4097,1,2025-09-12,2025-09-20,2025-10-21,2026-03-19,4753.97,133.38,6,Monthly,Business_Expansion,Male,20-Mar-1965,Widowed,1,Education,45,388.31,0,Guarantor,OneMoney,Masvingo YBU6951,3,2025-10-21,2025-10-31,2025-12-02,2026-04-29,2438.54,16.76,6,Monthly,Rent,Female,28-Jan-1981,Widowed,8,Retail_Trade,,631.3,4,Guarantor,Cash,Bulawayo NZP5864,0,2025-01-21,2025-02-06,2025-03-03,2025-08-05,3174.03,155.93,6,Monthly,Livestock,Male,24-May-1959,Divorced,,Transport,37,618.24,1,None,Bank_Transfer,Mashonaland_West GUG5402,2,2026-02-15,2026-02-22,2026-04-04,2027-02-17,5240.11,98.71,12,Monthly,Livestock,Male,06-May-1964,Married,3,Government,92,470.01,3,Livestock,Cash,Mashonaland_West ANG8993,0,2025-03-24,2025-04-14,2025-05-23,2026-10-06,4442.45,100.11,18,Monthly,Stock_Purchase,Male,25-Apr-1996,Married,2,Telecom,73,1583.96,0,None,EcoCash,Midlands HAZ8153,4,2025-06-22,2025-07-10,2025-08-21,2027-06-30,17282.93,12.6,24,Monthly,Vehicle,Male,29-Aug-1963,Married,4,Healthcare,32,786.79,4,Vehicle,Bank_Transfer,Manicaland RIY8056,0,2025-03-02,2025-03-14,2025-04-09,2025-06-12,4073.59,129.47,3,Monthly,School_Fees,Male,14-Jul-1992,Divorced,2,Mining,23,1803.77,0,Guarantor,EcoCash,Masvingo VXL6740,1,2026-01-21,2026-02-04,2026-03-08,2026-08-03,6617.93,118.64,6,Weekly,Working_Capital,Female,25-Jul-1995,Married,4,Government,64,494.55,2,Vehicle,EcoCash,Bulawayo KKD2286,3,2025-08-12,2025-08-17,2025-09-11,2026-08-12,1945.78,17.57,12,Bi-Weekly,,Male,30-Jul-1961,Divorced,5,Education,65,426.97,0,Guarantor,Bank_Transfer,Mashonaland_East OZJ2377,4,2025-06-09,2025-06-21,2025-07-25,2029-05-31,16820.32,16.63,48,Monthly,Vehicle,Female,11-Aug-1988,Single,4,Retail_Trade,64,841.39,5,Guarantor,Cash,Midlands TPY2223,1,2025-10-08,2025-10-11,2025-11-23,2027-04-04,4153.53,109.09,18,Weekly,Stock_Purchase,Female,08-Dec-1983,Divorced,3,Government,164,624.44,8,None,InnBucks,Harare UGB7070,2,2025-06-22,2025-07-04,2025-08-09,2026-03-31,2644.9,11.54,9,Monthly,Farming_Inputs,Female,17-Apr-1994,Married,1,Retail_Trade,54,264.52,0,,EcoCash,Harare XMQ6320,4,2025-02-19,2025-03-07,2025-04-11,2027-02-25,3934.78,94.06,24,Monthly,Home_Improvement,Male,13-Jul-1983,Widowed,3,Retail_Trade,128,196.95,3,,EcoCash,Midlands WXJ6113,0,2025-02-13,2025-02-14,2025-03-20,2027-02-04,752.53,17.17,24,Monthly,Vehicle,Female,26-Sep-1988,Widowed,1,NGO,129,,1,Savings,EcoCash,Manicaland DNT5997,2,2025-04-21,2025-04-25,2025-05-28,2025-10-22,2645.56,13.25,6,Monthly,Equipment,Male,09-May-2004,Single,1,Retail_Trade,14,519.87,0,Guarantor,EcoCash,Mashonaland_West GTN8407,3,2025-03-30,2025-04-05,2025-05-18,2026-03-31,3738.63,11.59,12,Monthly,School_Fees,Male,02-May-1984,Married,3,Retail_Trade,65,807.56,1,Guarantor,Bank_Transfer,Bulawayo OPX4184,0,2025-02-20,2025-03-01,2025-04-15,2026-02-24,6470.66,86.25,12,Bi-Weekly,Home_Improvement,Male,16-Nov-2002,Married,1,Mining,34,1654.07,1,Guarantor,Cash,Matabeleland_North OOO9002,2,2025-12-05,2025-12-24,2026-02-04,2027-06-17,3065.72,11.76,18,Weekly,Livestock,Male,09-Jan-1961,Divorced,3,Informal_Sector,31,325.42,3,None,InnBucks,Mashonaland_Central SJM2211,4,2025-12-28,2026-01-08,2026-02-19,2027-07-02,14335.42,19.43,18,Bi-Weekly,Vehicle,Female,12-Jul-1995,Married,2,Retail_Trade,35,998.89,0,,OneMoney,Harare NHI6465,4,2025-02-10,2025-02-28,2025-03-28,2028-02-13,3400.08,16.79,36,Monthly,Equipment,Female,23-Apr-1972,Divorced,0,Informal_Sector,34,261.96,0,,Bank_Transfer,Mashonaland_West DST5945,2,2025-01-10,2025-01-30,2025-03-10,2027-01-20,1612.74,12.3,24,Bi-Weekly,Farming_Inputs,Female,20-Apr-1972,Divorced,2,Agriculture,58,206.14,0,Property,Bank_Transfer,Harare IQD1148,4,2025-04-04,2025-04-13,2025-05-08,2028-03-28,17137.97,19.63,36,Bi-Weekly,Home_Improvement,Male,10-Mar-1963,Married,,Construction,17,534.59,3,Property,EcoCash,Harare SHE0851,1,2025-06-27,2025-07-16,2025-08-17,2028-06-30,5493.1,121.97,36,Monthly,Stock_Purchase,Male,01-Nov-1992,Divorced,4,Retail_Trade,79,276.94,0,Savings,InnBucks,Harare BEW4511,0,2025-03-08,2025-03-18,2025-04-24,2026-09-09,1623.87,116.04,18,Monthly,Medical,Female,26-Oct-1990,Widowed,,Government,173,487.02,1,Vehicle,Cash,Matabeleland_South JPI0719,5,2025-01-07,2025-01-13,2025-02-12,2025-04-13,570.6,188.18,3,Bi-Weekly,Personal,Male,04-Jan-1961,Married,3,Retail_Trade,32,271.58,4,Property,EcoCash,Matabeleland_South ZRE3751,0,2025-04-20,2025-05-09,2025-06-13,2025-08-07,1493.73,104.02,3,Weekly,Vehicle,Male,24-Sep-1982,Married,3,Informal_Sector,12,179.78,1,None,EcoCash,Masvingo PAP1748,2,2024-12-26,2025-01-07,2025-02-17,2026-01-02,9989.77,11.02,12,Monthly,Livestock,Female,22-Apr-2008,Single,1,Transport,3,785.3,2,Livestock,EcoCash,Masvingo SWM4204,3,2024-12-30,2025-01-05,2025-02-11,2026-12-26,245.57,14.13,24,Weekly,Personal,Male,08-Dec-1968,Married,3,Informal_Sector,13,71.78,0,Savings,OneMoney,Matabeleland_North MDB2345,0,2025-08-05,2025-08-08,2025-09-14,2025-11-06,211.31,18.1,3,Monthly,Funeral,Female,05-Jun-1998,Single,2,Agriculture,11,196.64,6,Property,InnBucks,Harare IXT9815,1,2025-05-08,2025-05-22,2025-07-02,2028-05-06,1351.72,89.64,36,Monthly,Working_Capital,Female,14-Nov-1981,Married,3,Agriculture,157,145.12,0,Vehicle,EcoCash,Mashonaland_West XZX1851,1,2025-04-26,2025-05-10,2025-06-12,2026-11-01,3734.79,103.25,18,Bi-Weekly,Equipment,Female,18-Oct-1962,Married,4,Agriculture,43,210.95,6,Guarantor,Bank_Transfer,Harare ODL4468,5,2025-04-08,2025-04-14,2025-05-15,2025-07-13,237.66,130.9,3,Monthly,Funeral,Female,17-Jul-1990,Married,2,Agriculture,139,220.21,0,Savings,EcoCash,Matabeleland_North VMV0614,2,2025-02-20,2025-03-01,2025-04-06,2026-02-24,2526.33,89.76,12,Monthly,Farming_Inputs,Male,13-Aug-1995,Married,4,Informal_Sector,41,519.39,0,Livestock,Bank_Transfer,Harare FFQ0287,2,2025-11-15,2025-11-24,2026-01-02,2026-11-19,8046.84,107.98,12,Monthly,Farming_Inputs,Female,21-Jul-1977,Divorced,5,Government,103,,0,None,Cash,Harare JJA5635,0,2026-01-15,2026-01-21,2026-02-21,2027-01-16,1857.03,120.9,12,Monthly,Home_Improvement,Female,25-Aug-1996,Married,4,Construction,46,766.34,3,Savings,OneMoney,Bulawayo QDZ8109,0,2026-02-07,2026-02-28,2026-03-28,2027-02-23,742.31,16.2,12,Monthly,Home_Improvement,Female,12-Dec-1978,Divorced,1,Construction,61,430.2,6,None,OneMoney,Mashonaland_East UDK4641,5,2026-01-23,2026-02-05,2026-03-02,2026-05-06,492.2,171.84,3,Monthly,Rent,,18-Aug-1987,Widowed,,Healthcare,41,301.39,2,Guarantor,EcoCash,Manicaland AUA7593,0,2025-10-19,2025-11-06,2025-12-18,2026-02-04,3806.38,153.2,3,Monthly,Rent,Male,30-Apr-1989,Divorced,,Manufacturing,127,643.5,1,,OneMoney,Bulawayo JRT5690,0,2025-10-18,2025-10-31,2025-12-14,2027-04-24,4695.88,107.44,18,Monthly,Working_Capital,Female,17-Dec-2005,Single,0,Manufacturing,5,711.57,0,,EcoCash,Masvingo SAY0372,3,2025-12-10,2025-12-21,2026-01-23,2026-12-16,1841.55,14.68,12,Monthly,Personal,Male,27-Jul-1966,Married,4,Government,142,704.01,1,Livestock,Bank_Transfer,Midlands DAP2327,2,2025-11-30,2025-12-14,2026-01-17,2026-12-09,2542.74,99.3,12,Monthly,Farming_Inputs,Female,26-Sep-1993,Married,3,Construction,46,515.13,8,Savings,InnBucks,Masvingo POB2969,2,2025-12-01,2025-12-09,2026-01-18,2026-09-05,6442.54,133.01,9,Monthly,Livestock,Male,08-May-1968,Married,6,Mining,154,,3,Guarantor,InnBucks,Bulawayo WMM5493,5,2025-03-28,2025-03-30,2025-04-28,2025-05-29,330.5,174.83,2,Weekly,Personal,Male,27-Nov-1994,Single,1,Informal_Sector,24,298.43,3,Guarantor,InnBucks,Harare ATA8626,3,2025-04-23,2025-05-06,2025-06-15,2026-10-28,568.7,15.39,18,Monthly,School_Fees,Female,20-Mar-1967,Married,3,Informal_Sector,16,240.88,1,Savings,Bank_Transfer,Mashonaland_East RYK7124,3,2025-02-26,2025-03-01,2025-03-28,2026-08-23,1927.54,14.22,18,Monthly,Personal,Male,24-Mar-1969,Divorced,3,,39,441.43,1,None,InnBucks,Mashonaland_East WHQ9704,5,2025-06-13,2025-07-04,2025-08-12,2025-10-02,600.47,125.12,3,Monthly,Rent,Male,21-Jan-1995,Married,0,,65,580.8,1,Livestock,InnBucks,Mashonaland_West SMI5794,0,2026-01-23,2026-01-28,2026-03-06,2027-01-23,562.92,81.5,12,Monthly,Working_Capital,Female,05-Apr-1984,Married,4,Informal_Sector,13,98.8,1,Property,EcoCash,Masvingo TVK7202,2,2026-01-21,2026-02-02,2026-03-18,2027-01-28,1175.46,74.19,12,Monthly,Farming_Inputs,Female,17-Oct-1976,Married,3,Agriculture,133,194.93,1,Guarantor,InnBucks,Mashonaland_Central EHX2873,2,2025-06-20,2025-06-21,2025-07-28,2026-06-16,923.76,10.13,12,Monthly,Equipment,Male,01-Feb-1983,Widowed,4,Informal_Sector,12,152.44,1,Guarantor,EcoCash,Mashonaland_West AVI7437,3,2025-03-24,2025-04-13,2025-05-16,2026-04-08,1575.87,15.51,12,Monthly,Medical,Male,23-Jul-1992,Divorced,,Healthcare,146,427.44,2,Savings,InnBucks,Midlands UUX6205,0,2025-05-02,2025-05-06,2025-06-10,2025-11-02,204.44,125.92,6,Bi-Weekly,Farming_Inputs,Male,25-Feb-1989,,3,Informal_Sector,28,76.11,2,None,EcoCash,Matabeleland_South LYV7047,1,2025-08-01,2025-08-03,2025-09-12,2028-07-18,15079.34,15.24,36,Monthly,Equipment,Male,05-Mar-1980,Married,4,Government,30,725.28,4,Livestock,EcoCash,Mashonaland_West XNK8631,5,2025-10-30,2025-11-05,2025-12-04,2026-05-04,244.46,163.79,6,Monthly,Rent,Female,22-Jul-1967,Divorced,3,Transport,68,215.45,3,None,Bank_Transfer,Harare RCU0089,0,2025-02-02,2025-02-17,2025-03-17,2026-02-12,5064.94,13.93,12,Monthly,Wedding,Male,07-Feb-1983,,5,Mining,78,1248.24,1,Vehicle,EcoCash,Mashonaland_Central PYY2224,3,2024-12-30,2025-01-07,2025-02-20,2025-07-06,2292.03,11.33,6,Monthly,School_Fees,Female,19-Dec-1978,Widowed,4,Telecom,43,,1,Savings,EcoCash,Harare CMY6767,0,2025-02-18,2025-03-01,2025-04-04,2025-05-30,4106.89,15.1,3,Monthly,Medical,Female,22-Jan-1982,Married,4,Retail_Trade,13,443.84,1,None,EcoCash,Bulawayo LKU2429,3,2025-11-26,2025-12-12,2026-01-16,2026-06-10,1744.48,13.04,6,Monthly,Rent,Male,25-Oct-1989,Married,0,Government,114,793.54,2,Guarantor,InnBucks,Bulawayo GGL3050,3,2026-01-12,2026-01-16,2026-02-21,2027-01-11,1253.98,14.52,12,Bi-Weekly,School_Fees,Male,23-Apr-2006,Single,1,Agriculture,12,397.29,3,Guarantor,Bank_Transfer,Harare UEB5168,2,2026-02-05,2026-02-21,2026-03-25,2027-08-15,4132.25,95.09,18,Monthly,Farming_Inputs,Male,07-Jan-1990,Married,0,Retail_Trade,24,,2,,EcoCash,Harare LEQ1966,4,2025-12-31,2026-01-06,2026-02-13,2027-06-30,3598.8,16.83,18,Monthly,Equipment,Male,29-Dec-1985,Divorced,,Retail_Trade,128,468.12,1,None,Cash,Harare NPA0528,1,2025-04-26,2025-05-11,2025-06-24,2026-05-06,3318.41,14.33,12,Monthly,Business_Expansion,Female,30-Jun-1969,Divorced,8,NGO,,582.71,2,None,EcoCash,Harare FKR5763,2,2025-01-24,2025-02-12,2025-03-09,2025-11-09,3976.34,123.62,9,Monthly,Livestock,Female,10-Feb-1973,Married,4,Transport,56,435.6,1,Vehicle,EcoCash,Manicaland RVG9026,0,2025-05-27,2025-06-13,2025-07-26,2025-12-10,885.06,86.9,6,Monthly,Medical,Female,10-Aug-1989,Married,4,Government,47,354.07,0,None,OneMoney,Harare NDD9993,1,2025-03-20,2025-04-10,2025-05-15,2026-10-02,8845.97,14.34,18,Monthly,Stock_Purchase,Female,10-Jul-1971,Married,3,Education,113,808.36,1,Livestock,EcoCash,Matabeleland_South QNU5649,1,2025-01-11,2025-01-16,2025-02-16,2026-01-11,15473.7,15.03,12,Monthly,Working_Capital,Male,09-Aug-1968,Married,5,Telecom,60,1459.68,6,Guarantor,InnBucks,Masvingo UMN0855,1,2025-06-24,2025-07-13,2025-08-11,2026-07-08,21365.76,137.64,12,Monthly,Working_Capital,Male,24-Dec-1982,Married,0,NGO,33,889.29,1,Vehicle,EcoCash,Matabeleland_South ZSC7988,2,2025-11-12,2025-11-27,2025-12-23,2026-05-26,4948.8,81.28,6,Monthly,Farming_Inputs,,21-Nov-1981,Married,2,Manufacturing,,629.56,1,None,Bank_Transfer,Bulawayo YJJ5065,0,2025-04-02,2025-04-14,2025-05-27,2026-10-06,1973.3,114.2,18,Monthly,Business_Expansion,Male,07-Aug-1962,Married,5,Construction,61,433.76,3,Vehicle,EcoCash,Mashonaland_West OQJ8732,1,2025-02-10,2025-02-24,2025-04-02,2026-08-18,5900.95,105.86,18,Monthly,Equipment,Male,20-Feb-1983,Widowed,5,Healthcare,38,524.65,4,Guarantor,OneMoney,Harare IGA4476,1,2025-10-05,2025-10-11,2025-11-20,2028-09-25,4975.08,126.25,36,Monthly,Business_Expansion,Male,18-Aug-1984,,4,Government,,616.87,5,Savings,Cash,Mashonaland_West BTU5140,4,2026-01-19,2026-01-27,2026-03-06,2027-01-22,10179.72,14.59,12,Monthly,Equipment,Male,06-Jan-1994,Divorced,4,Manufacturing,57,1042.91,0,Vehicle,EcoCash,Matabeleland_South RDA0342,0,2025-10-10,2025-10-15,2025-11-23,2026-10-10,12248.14,16.21,12,Weekly,Stock_Purchase,Female,13-Sep-2004,Single,0,Mining,9,1473.18,2,Vehicle,EcoCash,Midlands EUE3994,3,2026-02-14,2026-02-24,2026-04-06,2028-02-14,1572.32,14.26,24,Monthly,Debt_Consolidation,Female,19-Nov-1998,Single,3,Informal_Sector,20,,0,Guarantor,Bank_Transfer,Manicaland SCV4186,4,2025-11-05,2025-11-22,2025-12-28,2029-11-01,6970.0,16.48,48,Monthly,Equipment,Male,27-Jul-1983,Married,,Informal_Sector,39,470.18,3,Savings,Bank_Transfer,Bulawayo CQL4046,1,2025-09-27,2025-10-16,2025-11-11,2027-10-06,3009.04,127.57,24,Bi-Weekly,Stock_Purchase,Male,06-Jun-2003,Single,,Agriculture,35,164.29,2,None,InnBucks,Mashonaland_East GUY2358,5,2024-12-26,2025-01-01,2025-02-04,2025-06-30,4279.08,160.33,6,Monthly,Medical,Female,14-May-1994,Married,3,Mining,35,1724.17,1,None,EcoCash,Midlands URW9904,0,2026-02-03,2026-02-13,2026-03-15,2026-05-14,2014.84,14.12,3,Monthly,Vehicle,Female,08-Nov-1986,Married,1,Education,64,444.09,0,None,Bank_Transfer,Harare WRG7171,1,2025-04-18,2025-04-24,2025-05-28,2026-10-16,6447.66,16.96,18,Monthly,Working_Capital,,13-Jul-1965,Married,1,Construction,46,381.31,2,Vehicle,Cash,Mashonaland_East ACD2246,5,2026-02-15,2026-02-20,2026-03-28,2026-04-21,1298.28,172.73,2,Monthly,Funeral,Male,02-Dec-1987,Divorced,4,Healthcare,55,677.72,4,None,Cash,Masvingo INO4142,3,2025-01-25,2025-01-27,2025-03-11,2026-01-22,3247.44,17.22,12,Monthly,Debt_Consolidation,Male,07-May-1990,Widowed,1,Government,27,854.83,3,None,EcoCash,Mashonaland_East PTY9539,3,2025-06-12,2025-06-22,2025-08-03,2026-06-17,3418.82,14.11,12,Bi-Weekly,Debt_Consolidation,Male,22-May-1969,Married,4,Education,48,645.8,1,Property,Cash,Mashonaland_East QAS7910,5,2025-05-30,2025-06-07,2025-07-08,2025-09-05,606.58,151.54,3,Bi-Weekly,Personal,Female,22-Oct-1984,Divorced,4,Transport,101,330.04,2,Property,Bank_Transfer,Mashonaland_West RZJ5292,2,2025-01-30,2025-02-04,2025-03-16,2026-07-29,1809.92,115.59,18,Bi-Weekly,Livestock,Female,17-Mar-2005,Married,,Agriculture,18,153.93,3,Guarantor,EcoCash,Midlands ZYW0866,3,2025-10-28,2025-11-07,2025-12-18,2026-11-02,2652.27,10.9,12,Monthly,Debt_Consolidation,Male,04-Jul-1978,Married,2,Government,50,,1,Guarantor,Bank_Transfer,Harare EMR1813,1,2025-09-15,2025-09-19,2025-11-03,2027-09-09,4218.65,12.73,24,Monthly,Business_Expansion,Male,11-May-1977,Single,4,Informal_Sector,22,,4,None,Bank_Transfer,Harare GRQ2002,1,2026-02-03,2026-02-09,2026-03-08,2027-02-04,7100.6,127.74,12,Monthly,Business_Expansion,Male,11-Aug-1967,Married,1,Education,92,630.45,2,Vehicle,Bank_Transfer,Harare SQN7208,3,2025-10-24,2025-11-10,2025-12-14,2027-10-31,2225.84,13.84,24,Monthly,Medical,Male,02-Jun-1989,Married,1,Education,28,509.17,6,Savings,Cash,Masvingo HUT1144,2,2025-03-14,2025-03-27,2025-05-07,2026-03-22,3684.84,124.01,12,Monthly,Working_Capital,Male,07-Apr-1997,,1,Education,52,654.05,3,Livestock,EcoCash,Harare LHE5009,1,2025-12-03,2025-12-04,2026-01-07,2028-11-18,26876.4,101.42,36,Monthly,Working_Capital,Female,23-Oct-1992,Single,1,Mining,79,1576.03,6,Property,Bank_Transfer,Mashonaland_East EZB0785,2,2026-01-15,2026-01-23,2026-03-06,2028-01-13,714.18,87.28,24,Monthly,Working_Capital,Female,20-Jul-1995,Married,3,Agriculture,,140.36,1,None,EcoCash,Mashonaland_East PQM0525,0,2025-05-16,2025-06-02,2025-07-12,2025-11-29,853.32,17.07,6,Monthly,Wedding,Male,08-Jan-1982,Single,3,Agriculture,37,209.69,8,None,InnBucks,Harare STT0519,3,2025-01-02,2025-01-15,2025-02-19,2026-01-10,1355.8,111.43,12,Monthly,School_Fees,,13-Oct-1994,Married,,Healthcare,41,385.7,0,Property,Bank_Transfer,Mashonaland_Central ZWO2588,1,2025-04-12,2025-04-28,2025-06-02,2026-10-20,3437.98,125.36,18,Monthly,Stock_Purchase,Male,24-Mar-1994,Single,4,Agriculture,94,,1,Guarantor,EcoCash,Harare RDH0021,2,2026-02-03,2026-02-06,2026-03-13,2028-01-27,3351.81,98.32,24,Monthly,Livestock,Female,15-Jan-2005,Single,,Education,20,422.42,3,Property,Bank_Transfer,Bulawayo THM1978,0,2024-12-26,2025-01-03,2025-02-14,2025-07-02,2454.94,139.39,6,Weekly,School_Fees,Female,13-Aug-1969,Married,4,Manufacturing,63,739.41,4,None,EcoCash,Manicaland AIR4332,2,2025-07-30,2025-08-12,2025-09-06,2027-08-02,1945.63,99.79,24,Monthly,Farming_Inputs,Male,08-Oct-2005,Married,,Education,15,243.28,1,Livestock,OneMoney,Mashonaland_East PGH1161,2,2025-03-22,2025-03-28,2025-05-04,2026-03-23,3610.35,101.35,12,Monthly,Livestock,Male,17-Feb-1976,Single,1,Transport,101,324.34,0,Guarantor,InnBucks,Manicaland SXM4608,5,2025-02-27,2025-03-13,2025-04-08,2025-04-12,857.81,178.92,1,Weekly,Funeral,Female,07-Sep-1981,Married,4,Telecom,66,1180.42,3,None,InnBucks,Mashonaland_West WJW5812,0,2025-11-22,2025-11-29,2026-01-03,2026-11-24,364.76,96.25,12,Monthly,Wedding,Male,15-Dec-1991,Married,3,Informal_Sector,26,45.36,1,None,Bank_Transfer,Harare RHX5336,2,2025-11-12,2025-11-22,2025-12-24,2027-11-12,3083.41,103.57,24,Monthly,Farming_Inputs,Male,20-Oct-1979,Married,3,Manufacturing,104,,0,Livestock,Cash,Mashonaland_East HYM1546,1,2025-09-19,2025-09-26,2025-11-10,2027-03-20,5133.88,103.51,18,Monthly,Business_Expansion,Male,12-Feb-1986,Married,1,Informal_Sector,17,295.37,0,Vehicle,Cash,Manicaland KEC8696,1,2025-12-15,2026-01-03,2026-02-07,2026-12-29,3519.22,17.29,12,Monthly,Equipment,Male,30-Oct-1998,Single,4,Agriculture,30,,3,Property,Bank_Transfer,Matabeleland_North OQG2549,1,2025-12-11,2026-01-01,2026-02-12,2028-12-16,8080.8,13.34,36,Monthly,Stock_Purchase,Male,25-Aug-1961,Married,0,Healthcare,64,796.87,1,Property,InnBucks,Harare XUU0192,0,2026-01-06,2026-01-23,2026-02-26,2027-01-18,2816.18,16.09,12,Monthly,Debt_Consolidation,Female,19-May-1963,Married,5,NGO,47,,1,None,EcoCash,Mashonaland_West AQQ9230,0,2025-12-30,2026-01-04,2026-02-09,2027-12-25,1831.68,122.3,24,Monthly,Equipment,Female,19-Jul-1980,Married,3,Informal_Sector,7,217.76,0,Vehicle,EcoCash,Harare YPM4680,1,2025-03-25,2025-04-15,2025-05-23,2028-03-30,3009.3,13.86,36,Monthly,Business_Expansion,Female,12-Sep-2001,Single,0,Construction,22,,2,Property,Cash,Mashonaland_Central MWF7718,2,2025-05-13,2025-05-19,2025-06-15,2026-05-14,5157.74,80.38,12,Monthly,Working_Capital,Female,28-Jan-1983,Married,2,Informal_Sector,16,409.19,0,Livestock,Bank_Transfer,Mashonaland_West MXD5779,1,2025-03-26,2025-03-29,2025-05-08,2026-09-20,9142.34,14.48,18,Monthly,Stock_Purchase,Male,26-Oct-1994,Married,1,Mining,102,,0,Property,Cash,Masvingo UTB8959,2,2025-10-23,2025-10-28,2025-12-06,2027-04-21,5515.94,81.82,18,Monthly,Farming_Inputs,Male,17-Feb-1976,Married,2,Finance,66,,0,Livestock,EcoCash,Bulawayo TOO8154,4,2025-01-08,2025-01-09,2025-02-17,2027-12-25,7191.79,88.64,36,Monthly,Vehicle,Female,04-Nov-1974,Single,3,Informal_Sector,33,468.12,0,None,EcoCash,Harare LJL8197,2,2025-08-27,2025-09-03,2025-10-08,2026-05-31,15851.45,68.86,9,Bi-Weekly,Farming_Inputs,Male,24-Dec-1983,Widowed,4,Manufacturing,80,1106.71,3,Savings,Bank_Transfer,Harare CHA3496,2,2025-11-26,2025-11-28,2026-01-01,2027-11-18,7261.82,108.23,24,Monthly,Livestock,Male,03-Jul-1989,Single,1,Construction,103,572.66,3,Livestock,InnBucks,Mashonaland_East BBU5421,1,2025-06-18,2025-06-20,2025-07-20,2028-06-04,4768.58,13.66,36,Monthly,Working_Capital,Female,26-Jun-1998,Single,3,Construction,34,490.26,1,Property,Cash,Manicaland GSC0915,1,2025-05-10,2025-05-13,2025-06-14,2027-05-03,7676.21,118.48,24,Monthly,Equipment,Male,13-Feb-1987,Married,0,Government,121,800.88,1,Guarantor,Bank_Transfer,Matabeleland_North QDK9607,3,2025-01-15,2025-02-05,2025-03-09,2026-01-31,1165.28,11.98,12,Monthly,Rent,Male,27-Jul-1965,Married,4,Informal_Sector,26,361.63,3,Guarantor,EcoCash,Matabeleland_North QIW0738,2,2025-10-15,2025-11-02,2025-12-01,2027-04-26,5489.63,10.65,18,Monthly,Working_Capital,Female,13-Oct-1991,Divorced,6,Education,44,,0,Livestock,EcoCash,Matabeleland_North OZO7612,0,2025-09-13,2025-09-27,2025-11-03,2027-09-17,5272.66,136.0,24,Monthly,Business_Expansion,Female,28-Nov-1964,Married,5,Construction,76,681.19,1,,Cash,Manicaland YSY9501,1,2025-11-10,2025-11-23,2025-12-23,2026-05-22,7183.05,110.77,6,Monthly,Business_Expansion,Female,26-Mar-1983,Widowed,5,Finance,128,625.97,0,Vehicle,EcoCash,Harare UEI3008,0,2025-05-03,2025-05-22,2025-07-01,2025-11-18,1616.6,15.32,6,Monthly,Equipment,Male,11-Apr-2006,Single,,Education,11,638.68,8,Guarantor,Bank_Transfer,Mashonaland_East ULS8507,3,2025-09-13,2025-09-16,2025-10-16,2026-03-15,1506.32,16.29,6,Bi-Weekly,Personal,Male,25-Feb-1969,Married,5,Education,150,672.11,6,None,OneMoney,Harare AHS0758,0,2025-08-03,2025-08-06,2025-09-11,2026-08-01,943.63,133.73,12,Monthly,Livestock,Female,15-Sep-1984,Widowed,3,Government,166,,1,None,Cash,Masvingo ENH4743,4,2026-01-03,2026-01-11,2026-02-13,2027-07-05,3730.92,97.69,18,Monthly,Equipment,Male,07-Jan-1996,Married,4,Transport,18,321.48,1,Vehicle,EcoCash,Midlands CQZ5056,3,2025-12-22,2026-01-09,2026-02-10,2027-12-30,5457.84,11.61,24,Monthly,Medical,Female,11-Mar-1997,Divorced,5,Telecom,71,1615.47,5,Guarantor,Bank_Transfer,Harare JJM8301,2,2025-04-24,2025-04-26,2025-06-07,2026-04-21,2723.64,96.67,12,Monthly,Farming_Inputs,Male,13-May-1967,Single,2,Transport,154,453.41,6,Savings,EcoCash,Mashonaland_East KQP7442,0,2025-12-17,2026-01-06,2026-02-10,2026-07-05,507.38,15.43,6,Monthly,Livestock,Male,21-Jul-1983,Widowed,4,Agriculture,114,82.55,5,None,EcoCash,Mashonaland_West QUQ4381,5,2026-02-18,2026-02-28,2026-04-05,2026-05-29,916.68,190.3,3,Weekly,Medical,Male,13-Sep-1977,Married,5,Construction,63,539.8,0,None,EcoCash,Bulawayo LBT0298,4,2025-04-01,2025-04-16,2025-05-19,2026-04-11,5971.7,115.79,12,Monthly,Home_Improvement,Female,10-Feb-1997,,2,Agriculture,30,,3,Livestock,EcoCash,Manicaland QUB5329,1,2025-12-06,2025-12-23,2026-01-28,2027-12-13,24969.13,121.86,24,Monthly,Stock_Purchase,Male,11-Jun-1981,Single,2,Finance,52,1725.96,0,None,Cash,Manicaland WCG2324,5,2025-07-07,2025-07-09,2025-08-06,2025-10-07,896.25,167.9,3,Weekly,Funeral,Male,20-Jan-1992,Married,1,Retail_Trade,29,480.07,2,Guarantor,InnBucks,Bulawayo YXH8003,0,2024-12-24,2025-01-04,2025-02-06,2026-12-25,2784.37,14.76,24,Monthly,Debt_Consolidation,Male,04-Jan-1957,Divorced,5,Transport,67,368.53,1,None,InnBucks,Mashonaland_West GEF3744,0,2026-01-01,2026-01-17,2026-02-20,2028-01-07,1463.56,17.62,24,Monthly,Wedding,Female,29-Oct-2001,,0,Informal_Sector,5,353.42,2,Savings,EcoCash,Masvingo JGC7613,0,2025-08-02,2025-08-13,2025-09-17,2027-02-04,4032.14,102.28,18,Monthly,Livestock,Female,12-Jul-1972,Married,3,Retail_Trade,82,533.71,1,None,InnBucks,Harare YDL6245,4,2025-09-24,2025-10-07,2025-11-08,2026-10-02,5725.12,89.9,12,Bi-Weekly,Home_Improvement,Male,07-Oct-1966,Married,1,Retail_Trade,94,230.59,8,Property,Bank_Transfer,Matabeleland_South MND3837,1,2025-11-24,2025-12-03,2026-01-05,2027-11-23,3536.97,144.2,24,Monthly,Working_Capital,Male,28-Sep-1994,Married,3,Education,70,361.59,3,Property,Bank_Transfer,Harare QSU9207,0,2025-08-17,2025-09-05,2025-10-19,2027-02-27,2722.63,17.26,18,Monthly,Medical,Male,09-Aug-1976,Married,,Government,44,527.2,1,None,Cash,Harare FID2110,3,2026-02-18,2026-02-26,2026-04-05,2027-02-21,697.06,,12,Monthly,Personal,,05-Jan-1996,Single,6,Informal_Sector,25,204.76,0,Livestock,Bank_Transfer,Harare ZFK9137,1,2025-04-12,2025-04-29,2025-05-24,2026-04-24,32142.04,94.12,12,Monthly,Business_Expansion,Female,10-Apr-1997,Single,5,Mining,11,1586.0,2,Vehicle,,Matabeleland_South BZK3777,1,2025-05-30,2025-05-31,2025-07-10,2026-05-26,5237.76,13.69,12,Monthly,Business_Expansion,Male,14-Sep-1993,Single,0,Manufacturing,94,262.5,3,Livestock,Cash,Mashonaland_East VEZ6817,5,2025-01-17,2025-01-28,2025-03-08,2025-03-29,369.76,122.58,2,Bi-Weekly,Personal,Male,15-Nov-1970,Married,4,Government,120,286.3,1,Vehicle,Cash,Mashonaland_East JTU0326,1,2025-02-09,2025-02-24,2025-03-25,2025-08-23,20463.46,13.73,6,Bi-Weekly,Equipment,Female,08-Apr-1997,Married,2,NGO,72,1896.52,3,,EcoCash,Masvingo BXL4785,3,2025-11-07,2025-11-28,2025-12-28,2026-05-27,358.07,12.79,6,Monthly,School_Fees,Male,09-Aug-2004,Single,1,Informal_Sector,12,118.35,0,Guarantor,InnBucks,Harare UCK4966,2,2025-08-24,2025-09-05,2025-10-04,2027-02-27,1686.91,,18,Monthly,Farming_Inputs,Male,20-Apr-1995,Single,3,Informal_Sector,41,203.59,0,Guarantor,EcoCash,Midlands WRA0082,1,2025-10-01,2025-10-03,2025-11-02,2026-09-28,15374.29,13.0,12,Weekly,Stock_Purchase,Male,04-Dec-1992,Divorced,,Construction,106,,4,Vehicle,OneMoney,Mashonaland_East GOF4110,1,2026-01-26,2026-02-01,2026-03-07,2027-01-27,7578.34,14.37,12,Bi-Weekly,Equipment,Male,02-Dec-1969,Widowed,4,Manufacturing,30,410.84,0,Vehicle,EcoCash,Bulawayo XLS6633,2,2025-01-06,2025-01-19,2025-02-15,2026-01-14,8262.21,83.54,12,Monthly,Working_Capital,Male,22-Aug-1972,Married,4,,91,,1,,EcoCash,Midlands DGS1210,3,2025-08-12,2025-09-01,2025-09-27,2026-02-28,8937.97,102.64,6,Monthly,School_Fees,Male,14-Jan-2005,Married,1,Finance,6,1718.89,0,None,InnBucks,Harare QWA1794,3,2025-10-29,2025-11-07,2025-12-03,2027-05-01,2974.69,16.4,18,Monthly,Medical,Male,07-Feb-1979,Married,,Government,140,646.87,5,Guarantor,Bank_Transfer,Harare XFC5853,4,2025-01-19,2025-01-30,2025-03-03,2029-01-09,3153.73,19.44,48,Monthly,Home_Improvement,,16-Dec-1992,Single,5,Informal_Sector,45,,5,Livestock,Cash,Matabeleland_South HGK5319,1,2025-08-05,2025-08-23,2025-10-01,2028-08-07,12152.19,115.45,36,Weekly,Business_Expansion,Female,20-May-1996,Married,2,Finance,30,1499.37,0,None,,Matabeleland_North KQS8229,4,2026-01-04,2026-01-19,2026-02-14,2029-01-03,2270.71,79.35,36,Monthly,Vehicle,Male,19-Apr-1992,Divorced,,Agriculture,,139.84,2,Guarantor,Bank_Transfer,Midlands BLV2818,5,2025-12-11,2025-12-18,2026-01-20,2026-03-18,331.62,181.81,3,Weekly,Personal,Male,08-Jan-1990,Married,4,Government,85,382.21,0,None,InnBucks,Mashonaland_West LZE5011,0,2025-11-01,2025-11-10,2025-12-23,2026-02-08,4571.14,144.4,3,Monthly,Rent,Female,24-Aug-1980,Divorced,2,Transport,99,853.37,7,None,Cash,Mashonaland_Central PYN1910,0,2025-11-14,2025-11-23,2026-01-03,2026-11-18,1378.07,13.38,12,Weekly,Stock_Purchase,Male,09-Mar-1973,Married,3,Agriculture,50,156.77,0,Savings,OneMoney,Bulawayo GUH7132,1,2025-12-01,2025-12-08,2026-01-12,2028-11-22,5195.0,82.51,36,Monthly,Business_Expansion,Male,14-Oct-1959,Married,4,Transport,94,738.03,1,Property,Cash,Mashonaland_West PBW7602,5,2025-08-21,2025-09-04,2025-09-29,2025-10-04,3100.25,17.48,1,Bi-Weekly,Funeral,Female,26-May-1961,Divorced,,Mining,54,1114.89,0,None,InnBucks,Midlands CNW2475,1,2025-06-12,2025-07-01,2025-08-10,2026-06-26,3141.61,111.8,12,Monthly,Business_Expansion,Male,21-Nov-1982,Married,2,Agriculture,31,223.17,2,Guarantor,Bank_Transfer,Mashonaland_West VXK9874,0,2025-08-15,2025-08-28,2025-10-03,2025-11-26,1718.3,122.9,3,Monthly,Stock_Purchase,Male,23-May-1990,Single,0,Agriculture,119,207.13,0,None,EcoCash,Mashonaland_East UFZ8218,1,2025-01-21,2025-02-05,2025-03-04,2026-01-31,1418.44,12.23,12,Monthly,,Male,14-Nov-1999,Widowed,4,Informal_Sector,15,113.15,4,Vehicle,EcoCash,Mashonaland_West ADV6084,4,2025-03-10,2025-03-16,2025-04-17,2029-02-23,10033.71,116.39,48,Monthly,Equipment,Male,30-Oct-1990,Married,3,Manufacturing,76,635.94,0,Property,InnBucks,Mashonaland_East PFD3487,0,2025-07-27,2025-08-02,2025-09-01,2025-10-31,2088.33,14.48,3,Monthly,Medical,Female,08-Feb-2001,Single,6,Finance,,521.23,4,Property,OneMoney,Harare CRM0707,0,2025-02-21,2025-02-26,2025-04-06,2026-02-21,564.08,115.41,12,Monthly,,Female,14-Dec-1977,Divorced,5,Agriculture,34,160.95,1,Savings,EcoCash,Midlands YLQ2622,0,2025-03-18,2025-03-31,2025-04-25,2026-09-22,2255.84,17.33,18,Monthly,Business_Expansion,Female,06-Aug-1995,Single,3,Construction,54,326.57,3,None,Cash,Midlands FJZ7605,0,2025-05-20,2025-05-23,2025-06-21,2027-05-13,829.62,18.26,24,Monthly,Funeral,Female,31-Jan-1999,Married,3,Informal_Sector,46,95.53,1,Property,InnBucks,Harare ABU4286,3,2025-05-02,2025-05-03,2025-06-12,2027-04-23,1248.65,14.01,24,Monthly,Personal,Female,08-Apr-2004,Single,0,Retail_Trade,7,388.89,1,Savings,EcoCash,Midlands ELP7252,1,2026-02-15,2026-02-17,2026-03-21,2027-08-11,7526.75,13.72,18,Monthly,Equipment,Male,24-Aug-1980,Divorced,4,Informal_Sector,27,401.46,1,Property,OneMoney,Harare RFT7225,0,2026-01-03,2026-01-04,2026-02-03,2026-07-03,1275.7,169.53,6,Monthly,Working_Capital,Female,07-Apr-2004,Single,1,Healthcare,15,367.14,1,None,Cash,Manicaland PPK4577,0,2025-01-06,2025-01-23,2025-03-02,2026-07-17,3655.88,126.26,18,Monthly,Working_Capital,Male,11-Apr-1971,Married,4,Retail_Trade,25,460.72,4,Property,Cash,Manicaland BWE6905,0,2025-01-07,2025-01-19,2025-02-18,2025-07-18,8473.02,120.63,6,Monthly,Vehicle,Female,06-Nov-1994,Single,2,NGO,42,1185.75,2,None,EcoCash,Harare VBQ4322,0,2025-02-28,2025-03-19,2025-04-27,2025-09-15,6493.39,16.33,6,Monthly,Working_Capital,Male,08-May-1987,Single,5,Telecom,107,1285.62,2,Livestock,Bank_Transfer,Mashonaland_Central HXS7343,1,2026-02-12,2026-02-16,2026-04-02,2027-02-11,12057.31,15.23,12,Monthly,Working_Capital,Female,10-Sep-1977,Married,5,Government,113,828.11,1,Property,Bank_Transfer,Harare YSK9022,0,2026-01-10,2026-01-24,2026-02-23,2027-01-19,1027.9,113.75,12,Monthly,Rent,Female,25-Apr-1998,Single,3,Informal_Sector,21,306.44,2,None,EcoCash,Mashonaland_East LZJ3939,1,2025-08-08,2025-08-11,2025-09-20,2028-07-26,21261.18,115.47,36,Monthly,Stock_Purchase,Female,08-Mar-1982,Divorced,0,Mining,96,1950.66,1,Vehicle,Bank_Transfer,Harare WCD6269,5,2025-09-24,2025-10-04,2025-11-03,2026-01-02,640.06,20.42,3,Weekly,Personal,Female,07-Mar-1998,Single,2,Retail_Trade,66,595.82,1,Savings,Bank_Transfer,Harare CLY6856,0,2025-12-16,2026-01-03,2026-02-08,2026-12-29,1356.83,136.77,12,Monthly,Business_Expansion,Male,08-Oct-1975,Divorced,3,Transport,,322.75,2,Savings,EcoCash,Harare PDU3383,2,2025-11-14,2025-11-16,2025-12-14,2027-11-06,5414.91,94.27,24,Monthly,Working_Capital,Male,04-May-1975,Married,5,Retail_Trade,36,470.0,1,Livestock,Bank_Transfer,Harare VOF4824,4,2025-08-18,2025-08-21,2025-09-15,2027-08-11,2375.44,13.86,24,Monthly,Home_Improvement,Male,07-Mar-2001,Divorced,1,Agriculture,7,141.17,2,Vehicle,EcoCash,Midlands QRA5442,3,2025-08-07,2025-08-20,2025-09-28,2027-08-10,1093.83,13.38,24,Bi-Weekly,School_Fees,Male,29-May-1972,Married,8,Informal_Sector,,546.87,1,Savings,EcoCash,Harare YAB0608,0,2025-04-30,2025-05-20,2025-06-23,2025-08-18,3323.66,110.36,3,Monthly,School_Fees,Male,10-May-1995,Single,1,Education,59,461.12,2,Property,EcoCash,Manicaland PRL3116,2,2025-11-08,2025-11-23,2026-01-07,2026-08-20,1009.86,104.03,9,Bi-Weekly,Equipment,Female,24-Feb-1965,Married,6,Agriculture,26,87.37,2,Property,InnBucks,Mashonaland_West RRQ3897,0,2025-10-08,2025-10-26,2025-12-08,2027-04-19,1997.05,18.52,18,Monthly,Debt_Consolidation,Female,16-Oct-1984,Widowed,6,Informal_Sector,41,276.04,5,None,EcoCash,Masvingo GXP3168,5,2026-01-28,2026-02-06,2026-03-03,2026-03-08,1096.43,109.93,1,Bi-Weekly,Personal,Male,14-Nov-1982,Married,5,Retail_Trade,22,562.68,0,Livestock,Cash,Matabeleland_South GGS2005,4,2025-01-24,2025-02-14,2025-03-13,2027-02-04,7497.92,17.67,24,Monthly,Equipment,Male,06-Feb-1979,Widowed,5,Education,69,405.67,1,Guarantor,InnBucks,Harare TOO3590,1,2025-07-21,2025-08-07,2025-09-02,2026-08-02,4186.73,110.2,12,Monthly,Business_Expansion,Male,16-Mar-1983,Married,2,Agriculture,45,210.2,0,Savings,EcoCash,Harare TPB1864,0,2026-01-01,2026-01-19,2026-02-25,2027-01-14,2742.28,136.47,12,Monthly,Vehicle,Female,06-Dec-1971,Single,5,Informal_Sector,49,,3,None,EcoCash,Mashonaland_West NVN5302,0,2026-01-03,2026-01-17,2026-02-11,2027-07-11,3301.94,18.8,18,Monthly,Livestock,Female,16-Jul-1997,Married,,Government,59,441.19,1,None,EcoCash,Harare EHI6232,1,2025-05-04,2025-05-20,2025-06-22,2028-05-04,10640.1,90.95,36,Monthly,Stock_Purchase,Male,12-May-1981,Widowed,6,Retail_Trade,26,772.63,1,Property,EcoCash,Manicaland VLP9905,0,2025-05-05,2025-05-16,2025-06-28,2025-08-14,1006.64,14.92,3,Monthly,School_Fees,Female,21-Jun-1961,Married,3,Retail_Trade,83,,3,None,InnBucks,Matabeleland_North AGA1325,4,2025-06-23,2025-07-10,2025-08-13,2027-01-01,3951.1,20.32,18,Monthly,Equipment,Male,08-Mar-1993,Married,5,Informal_Sector,9,128.89,3,Savings,Cash,Mashonaland_East ICE4902,0,2025-07-13,2025-08-03,2025-09-13,2027-07-24,11905.39,126.39,24,Monthly,Business_Expansion,Female,23-Dec-2000,Divorced,6,Mining,29,1490.08,2,Property,Cash,Masvingo WWX6392,2,2025-02-27,2025-03-15,2025-04-21,2027-03-05,3813.47,126.43,24,Monthly,Equipment,Male,24-Jun-1975,Divorced,5,Informal_Sector,,537.45,1,Vehicle,EcoCash,Bulawayo RQB4428,1,2025-07-31,2025-08-11,2025-09-13,2027-02-02,5366.75,96.51,18,Monthly,Stock_Purchase,Male,02-Apr-1973,Widowed,,Construction,78,441.78,3,Livestock,Bank_Transfer,Mashonaland_East QYN8884,1,2025-08-26,2025-08-28,2025-09-27,2028-08-12,2543.03,113.13,36,Bi-Weekly,Working_Capital,Female,04-Aug-1968,Married,4,,47,,2,Vehicle,EcoCash,Mashonaland_West EUS1159,1,2024-12-28,2025-01-12,2025-02-12,2026-07-06,3896.18,14.56,18,Monthly,Equipment,Male,09-Nov-1969,Married,3,Agriculture,91,,1,Savings,EcoCash,Mashonaland_West NKR5443,0,2025-09-01,2025-09-05,2025-10-09,2026-03-04,6738.46,16.67,6,Weekly,Wedding,Male,04-Jun-1981,Married,7,Transport,103,747.64,3,Guarantor,EcoCash,Matabeleland_South HPC3138,3,2025-12-14,2025-12-24,2026-01-19,2026-12-19,670.59,14.47,12,Monthly,School_Fees,Female,06-Jun-1989,Divorced,,Agriculture,79,294.15,4,None,Cash,Bulawayo TKQ9049,0,2025-01-08,2025-01-21,2025-03-07,2026-01-16,406.43,143.46,12,Monthly,School_Fees,Male,29-Jul-2004,Married,,Informal_Sector,29,128.84,1,Vehicle,Bank_Transfer,Matabeleland_North FBP3340,5,2025-01-24,2025-02-13,2025-03-21,2025-05-14,115.66,179.79,3,Weekly,Personal,Male,17-Jan-1978,Married,3,Informal_Sector,6,169.88,4,None,Bank_Transfer,Mashonaland_East NOO3967,4,2025-09-14,2025-09-29,2025-10-27,2028-09-13,3985.36,13.77,36,Monthly,Home_Improvement,Male,06-Dec-1967,Single,2,Agriculture,102,158.05,1,None,EcoCash,Manicaland GSQ4526,0,2025-12-19,2026-01-07,2026-02-20,2026-07-06,12824.51,15.83,6,Monthly,Personal,Male,27-May-1976,Married,6,Finance,21,2151.16,0,Guarantor,Cash,Harare ANW1028,0,2025-11-25,2025-12-04,2026-01-09,2026-11-29,891.58,135.63,12,Monthly,Funeral,Female,24-Jan-1977,Married,4,Transport,28,292.72,0,Guarantor,Bank_Transfer,Harare LHA8316,0,2025-12-18,2025-12-22,2026-01-16,2026-06-20,2277.87,75.84,6,Monthly,School_Fees,Male,04-Apr-1962,Widowed,0,Informal_Sector,56,318.47,3,Guarantor,EcoCash,Matabeleland_South WBW1659,2,2025-08-08,2025-08-19,2025-09-21,2026-08-14,3225.4,116.32,12,Monthly,Livestock,Male,25-Oct-1985,,3,Construction,45,413.68,0,Livestock,Bank_Transfer,Harare XZO3969,4,2026-01-07,2026-01-22,2026-02-27,2027-01-17,12792.85,102.79,12,Monthly,Vehicle,Female,23-Nov-1994,Single,,Construction,112,551.21,2,Vehicle,EcoCash,Midlands TEU4321,1,2025-05-16,2025-05-23,2025-06-23,2026-11-14,9905.86,110.3,18,Monthly,Equipment,Female,01-Jan-1984,Divorced,0,NGO,171,621.78,4,Vehicle,EcoCash,Mashonaland_West XPQ6910,2,2025-03-18,2025-03-31,2025-04-27,2026-03-26,8217.99,16.28,12,Monthly,Working_Capital,Male,17-May-1997,Married,3,Healthcare,77,1083.29,2,None,EcoCash,Mashonaland_West VTQ6246,1,2025-04-02,2025-04-22,2025-05-20,2028-04-06,1839.76,106.99,36,Monthly,Working_Capital,Female,03-Jan-1986,Married,4,Agriculture,68,421.79,0,None,OneMoney,Mashonaland_West FSA7655,4,2025-04-19,2025-04-26,2025-05-22,2028-04-10,4513.51,19.86,36,Monthly,Equipment,Male,13-Aug-1997,Single,2,Agriculture,69,292.19,7,None,Cash,Mashonaland_Central CSY0853,0,2025-01-13,2025-01-31,2025-02-27,2026-07-25,5334.64,15.03,18,Monthly,Livestock,Female,30-May-1962,Single,4,Transport,134,763.81,0,None,Cash,Midlands VCY4269,1,2025-11-03,2025-11-10,2025-12-14,2026-11-05,3149.3,101.48,12,Monthly,Business_Expansion,Male,20-Apr-1979,Married,6,Construction,116,187.86,1,Vehicle,EcoCash,Matabeleland_North UHD9364,0,2025-09-23,2025-10-01,2025-11-07,2026-03-30,1712.42,129.0,6,Monthly,Rent,Female,22-Sep-1986,Single,3,Retail_Trade,67,276.9,3,None,EcoCash,Masvingo HIN9530,2,2025-09-17,2025-09-24,2025-10-25,2026-03-23,5710.87,16.72,6,Monthly,Livestock,Female,28-Apr-1983,Married,2,Manufacturing,104,491.65,1,Property,Bank_Transfer,Mashonaland_East GOG2550,0,2025-06-18,2025-07-09,2025-08-23,2026-01-05,1056.05,148.69,6,Monthly,Home_Improvement,Male,26-Oct-1992,Married,1,Agriculture,40,397.16,3,Guarantor,Cash,Matabeleland_North ZMG6475,2,2025-03-05,2025-03-16,2025-04-20,2026-03-11,4006.95,86.95,12,Monthly,Working_Capital,Female,27-Dec-1994,Married,2,Government,95,295.38,5,Livestock,EcoCash,Harare QYI6167,1,2025-05-30,2025-06-20,2025-08-03,2027-06-10,9953.43,126.07,24,Monthly,Business_Expansion,Male,23-Jul-1987,Married,3,Mining,61,917.53,5,Livestock,InnBucks,Harare LVO7124,1,2025-09-22,2025-09-26,2025-11-03,2027-03-20,19595.52,97.94,18,Monthly,Business_Expansion,Male,09-Sep-1996,Single,2,Mining,45,1348.28,0,Vehicle,Bank_Transfer,Harare JWP6949,1,2025-04-07,2025-04-21,2025-05-17,2028-04-05,6107.07,96.66,36,Monthly,Working_Capital,Male,22-Dec-1989,Single,0,Retail_Trade,30,,4,Property,OneMoney,Harare DZU1118,1,2025-05-07,2025-05-21,2025-06-23,2028-05-05,14160.2,97.1,36,Monthly,Business_Expansion,Female,17-Oct-1986,Married,0,Healthcare,,754.34,1,Property,Cash,Masvingo AIW0610,1,2025-04-29,2025-05-03,2025-06-11,2026-10-25,6617.55,106.01,18,Weekly,Working_Capital,Male,24-Jul-1970,Married,,Construction,117,311.1,1,Livestock,Cash,Midlands QXQ4841,2,2025-03-22,2025-03-24,2025-04-28,2026-03-19,13362.87,93.67,12,Monthly,Farming_Inputs,Female,02-Aug-1959,Married,3,Manufacturing,21,818.34,4,Livestock,Bank_Transfer,Bulawayo SEZ8373,1,2025-07-29,2025-08-13,2025-09-07,2026-08-08,3454.02,13.85,12,Weekly,Stock_Purchase,Male,04-Feb-2007,Single,1,,8,,4,None,Bank_Transfer,Harare EQR3786,2,2025-09-19,2025-09-24,2025-11-04,2027-03-18,1288.32,80.09,18,Monthly,Livestock,Female,05-Jul-1989,Married,5,Informal_Sector,25,373.26,2,Property,InnBucks,Mashonaland_East RPG9584,0,2025-10-22,2025-11-04,2025-12-04,2026-05-03,8287.06,15.35,6,Monthly,Livestock,Female,09-Dec-1985,Single,5,Finance,,1226.02,3,None,InnBucks,Midlands VIX8570,5,2025-04-13,2025-05-04,2025-06-07,2025-08-02,1485.99,132.6,3,Monthly,Medical,Female,21-Sep-2000,Married,1,Telecom,9,,0,None,OneMoney,Harare YQR6271,1,2024-12-28,2025-01-11,2025-02-19,2025-07-10,11998.44,116.26,6,Monthly,Business_Expansion,Female,17-May-1999,Single,1,Government,30,899.16,1,,EcoCash,Bulawayo FYN8286,3,2025-05-04,2025-05-14,2025-06-21,2025-11-10,1706.54,10.51,6,Monthly,Personal,Female,17-Aug-2004,Single,2,,21,597.0,2,Guarantor,OneMoney,Mashonaland_East JVF7588,2,2025-07-25,2025-07-28,2025-08-22,2026-04-24,9770.2,121.81,9,Monthly,Equipment,Male,17-Jan-2006,Single,1,Mining,11,601.38,1,Livestock,EcoCash,Harare KPC3382,1,2025-09-10,2025-09-12,2025-10-07,2026-09-07,2427.55,96.52,12,Monthly,Working_Capital,Female,18-Jun-1999,Married,4,,4,315.75,1,Guarantor,Cash,Mashonaland_East FHE5153,0,2025-01-17,2025-01-22,2025-02-21,2026-01-17,4497.41,15.1,12,Monthly,School_Fees,Male,04-May-1993,Divorced,5,Mining,,,4,Savings,Cash,Midlands WTY4874,3,2025-01-14,2025-01-15,2025-02-14,2026-01-10,1232.99,18.14,12,Monthly,Personal,Male,21-Jan-1977,Married,3,Manufacturing,115,320.4,4,Guarantor,EcoCash,Mashonaland_West QAB7266,5,2024-12-20,2025-01-06,2025-02-04,2025-04-06,630.46,,3,Bi-Weekly,Rent,Male,16-Feb-1989,Married,1,Government,68,369.4,1,None,Bank_Transfer,Mashonaland_West NFH9054,0,2025-11-16,2025-12-03,2025-12-28,2027-05-27,491.17,119.75,18,Monthly,Equipment,Male,07-Dec-1993,Married,4,Informal_Sector,34,156.87,6,Guarantor,Bank_Transfer,Bulawayo YKB6244,0,2025-03-03,2025-03-21,2025-04-28,2026-03-16,371.6,144.3,12,Bi-Weekly,Business_Expansion,Male,16-Sep-1981,Married,5,Healthcare,23,304.59,4,None,EcoCash,Midlands GZZ3339,1,2025-12-01,2025-12-07,2026-01-02,2026-12-02,2716.97,107.5,12,Monthly,Business_Expansion,Female,03-Mar-1981,Married,4,Agriculture,38,414.23,2,Livestock,Bank_Transfer,Bulawayo BBY9981,2,2024-12-30,2025-01-20,2025-03-06,2026-01-15,3532.72,85.17,12,Monthly,Equipment,Male,25-Aug-2004,Single,1,Agriculture,24,346.95,1,Property,Cash,Masvingo LSY9026,1,2025-05-29,2025-06-01,2025-07-02,2028-05-16,2929.93,90.28,36,Monthly,Business_Expansion,Male,21-Sep-1988,Divorced,4,Agriculture,103,239.63,0,,Bank_Transfer,Manicaland DUJ3056,0,2025-11-02,2025-11-22,2026-01-04,2027-11-12,586.49,14.77,24,Monthly,Debt_Consolidation,Male,07-Jul-1996,Divorced,2,,86,87.4,0,None,Cash,Manicaland FUC1582,5,2025-03-06,2025-03-10,2025-04-05,2025-04-09,305.59,147.66,1,Weekly,Personal,Male,16-Feb-1981,Married,3,Agriculture,39,330.71,3,Guarantor,InnBucks,Matabeleland_South XOY2362,0,2026-01-31,2026-02-10,2026-03-11,2026-05-11,520.35,139.32,3,Monthly,Working_Capital,Male,15-Mar-1966,Widowed,3,Agriculture,118,105.51,1,Guarantor,EcoCash,Harare LOG9950,4,2025-10-31,2025-11-05,2025-12-18,2027-04-29,8688.65,17.41,18,Monthly,Home_Improvement,Male,28-May-1992,Married,4,Transport,79,825.69,2,Property,InnBucks,Masvingo ZXN5891,0,2025-06-26,2025-07-07,2025-08-10,2026-07-02,3181.83,143.87,12,Monthly,Stock_Purchase,Female,27-Aug-1976,Married,6,Retail_Trade,66,,7,Savings,OneMoney,Mashonaland_West CXV8222,1,2025-01-27,2025-02-01,2025-03-14,2028-01-17,3988.99,102.25,36,Monthly,Stock_Purchase,Male,04-Mar-1999,Single,2,Informal_Sector,32,,0,None,EcoCash,Mashonaland_West WOH4538,3,2026-02-15,2026-02-20,2026-03-28,2027-02-15,971.89,15.49,12,Bi-Weekly,Debt_Consolidation,Male,02-May-1994,Divorced,1,Agriculture,160,371.84,4,Savings,EcoCash,Manicaland VWD8860,0,2025-09-09,2025-09-14,2025-10-27,2026-09-09,3178.29,150.16,12,Monthly,,Female,12-Aug-1997,,3,NGO,69,,1,Guarantor,InnBucks,Manicaland EOP7001,0,2025-01-08,2025-01-26,2025-02-27,2026-07-20,1110.22,109.59,18,Monthly,Funeral,Male,21-Mar-1979,Single,5,Government,93,279.15,2,None,EcoCash,Mashonaland_East GSX1302,2,2026-01-10,2026-01-21,2026-02-18,2027-07-15,2242.79,105.17,18,Monthly,Farming_Inputs,Female,07-Sep-1982,Married,5,Informal_Sector,12,317.42,0,Livestock,EcoCash,Harare OCT0968,4,2025-10-23,2025-11-12,2025-12-12,2029-10-22,13277.23,19.87,48,Monthly,Home_Improvement,Female,14-Nov-1998,Married,2,Transport,16,471.64,2,Vehicle,Bank_Transfer,Mashonaland_West WHL5554,0,2025-01-08,2025-01-27,2025-02-22,2026-01-22,534.41,112.4,12,Monthly,Rent,Male,12-Sep-1967,Divorced,2,Informal_Sector,46,250.63,1,Guarantor,EcoCash,Harare YJE3037,2,2025-11-15,2025-11-30,2026-01-12,2027-11-20,8547.36,63.16,24,Weekly,Farming_Inputs,Male,08-Feb-1967,Married,3,Mining,,,1,Guarantor,Bank_Transfer,Harare FNN4968,1,2025-04-17,2025-05-04,2025-06-09,2026-04-29,5649.38,101.33,12,Weekly,Business_Expansion,Male,04-Mar-1985,Married,3,Manufacturing,,327.9,1,Guarantor,Cash,Mashonaland_West WWY7679,0,2025-09-23,2025-09-25,2025-10-28,2027-09-15,1749.45,143.7,24,Monthly,Vehicle,Male,03-Nov-1987,Married,3,Education,88,452.64,1,None,EcoCash,Mashonaland_Central QZD1717,0,2025-11-01,2025-11-16,2025-12-13,2026-05-15,1258.48,175.32,6,Monthly,Equipment,Female,09-Oct-1994,Married,6,Informal_Sector,9,194.78,0,None,EcoCash,Bulawayo VOB6197,3,2025-03-25,2025-04-02,2025-05-09,2026-03-28,1203.73,14.54,12,Weekly,Rent,Female,17-May-1986,,5,Manufacturing,39,390.32,3,Guarantor,Bank_Transfer,Harare TBA9548,0,2025-07-28,2025-08-04,2025-08-28,2026-01-31,4808.3,14.92,6,Monthly,Livestock,Male,01-Nov-1990,Married,,Mining,119,1853.95,1,Guarantor,Bank_Transfer,Masvingo RLU9697,4,2025-06-22,2025-06-24,2025-08-04,2029-06-03,2251.03,19.58,48,Bi-Weekly,Vehicle,Female,07-Oct-1998,Married,0,Agriculture,9,148.17,0,,EcoCash,Harare BAS8697,2,2025-02-20,2025-03-12,2025-04-08,2026-09-03,14093.17,88.84,18,Weekly,Farming_Inputs,Male,02-Mar-1964,Married,2,Mining,30,1065.06,2,Guarantor,Cash,Harare LJR4460,0,2026-02-04,2026-02-05,2026-03-08,2027-01-31,726.23,169.18,12,Monthly,Working_Capital,Female,15-Feb-1974,Married,5,Informal_Sector,11,166.13,3,Guarantor,EcoCash,Harare HGO6222,3,2025-11-15,2025-12-03,2025-12-28,2026-06-01,2526.08,11.46,6,Monthly,Debt_Consolidation,Male,09-Jan-1993,,3,Informal_Sector,26,604.29,1,,EcoCash,Bulawayo HXW2166,2,2025-12-07,2025-12-27,2026-02-03,2026-06-25,3072.85,121.75,6,Monthly,Farming_Inputs,Female,30-Oct-1968,Married,2,NGO,34,527.74,3,,EcoCash,Matabeleland_South OVP3632,3,2026-01-23,2026-02-11,2026-03-12,2027-02-06,4725.92,10.88,12,Monthly,Medical,Female,17-Dec-1965,Divorced,,Telecom,101,1385.93,3,None,Cash,Manicaland MCQ2270,2,2025-07-23,2025-08-07,2025-09-18,2027-07-28,4018.77,85.28,24,Monthly,Farming_Inputs,Female,30-Jul-1995,Married,,Government,,452.37,1,Livestock,InnBucks,Harare ICD6182,0,2025-05-25,2025-05-27,2025-07-02,2026-11-18,967.58,166.21,18,Monthly,Working_Capital,Male,23-Sep-1967,Married,3,Agriculture,33,182.43,2,Guarantor,EcoCash,Harare BFQ5435,0,2025-12-30,2026-01-07,2026-02-18,2026-04-07,1243.4,18.27,3,Bi-Weekly,Rent,Female,13-Aug-1960,Married,4,Construction,151,997.09,2,Property,Bank_Transfer,Harare DPF3505,3,2025-12-31,2026-01-03,2026-02-03,2027-12-24,1613.95,16.23,24,Monthly,Rent,Male,01-Jul-1982,Widowed,5,Agriculture,122,342.31,1,None,EcoCash,Mashonaland_East SZS2580,0,2025-07-18,2025-08-01,2025-09-07,2027-01-23,969.28,110.31,18,Bi-Weekly,Equipment,Female,26-Jul-1995,Married,1,Informal_Sector,6,190.78,0,Guarantor,EcoCash,Mashonaland_East LBK8500,1,2025-12-10,2025-12-17,2026-01-14,2026-12-12,19378.59,11.91,12,Monthly,Working_Capital,Female,04-Apr-1971,Married,3,Mining,80,1921.73,5,Property,EcoCash,Mashonaland_East TXZ7775,1,2025-11-23,2025-12-07,2026-01-17,2027-05-31,1276.42,109.8,18,Weekly,Business_Expansion,Male,04-Jul-1968,Married,0,Education,166,282.98,2,None,EcoCash,Matabeleland_South BKG3252,1,2025-07-28,2025-08-07,2025-09-11,2027-01-29,53885.17,107.35,18,Monthly,Stock_Purchase,Male,09-Dec-1963,Married,6,Telecom,72,2066.45,4,Property,EcoCash,Mashonaland_West ZFB8258,1,2025-11-16,2025-11-24,2026-01-01,2027-05-18,6697.98,11.04,18,Bi-Weekly,Equipment,Male,21-May-1976,Widowed,5,Retail_Trade,,359.21,2,Guarantor,Bank_Transfer,Midlands PHV2247,3,2025-01-04,2025-01-16,2025-02-15,2025-07-15,907.47,17.79,6,Bi-Weekly,Personal,Female,25-Aug-1968,Single,4,Retail_Trade,21,250.37,2,Savings,EcoCash,Masvingo RRK8430,3,2025-07-13,2025-07-20,2025-08-17,2026-07-15,3303.83,12.57,12,Monthly,Medical,Female,14-Sep-1996,Divorced,2,Healthcare,20,686.45,3,,Bank_Transfer,Bulawayo AMH6780,0,2025-04-26,2025-05-17,2025-06-26,2026-05-12,347.97,14.07,12,Monthly,Medical,Male,06-Mar-2008,Single,0,,,128.12,2,Guarantor,Cash,Manicaland OSH5574,1,2025-01-05,2025-01-16,2025-03-02,2027-01-06,5521.84,117.6,24,Monthly,Equipment,Male,28-May-1979,Married,3,Education,56,327.88,0,Vehicle,OneMoney,Mashonaland_Central DFI9099,5,2025-03-02,2025-03-17,2025-04-24,2025-05-16,1121.13,152.26,2,Monthly,Funeral,Female,04-Apr-1990,Divorced,2,Manufacturing,141,791.99,1,Guarantor,EcoCash,Harare FKU3482,1,2025-07-17,2025-07-18,2025-08-18,2026-07-13,31677.99,95.37,12,Monthly,Working_Capital,Male,03-Jan-1993,Married,4,Finance,36,1773.51,1,Livestock,InnBucks,Bulawayo VNO3261,1,2025-06-04,2025-06-05,2025-07-18,2027-05-26,10760.17,116.14,24,Bi-Weekly,Business_Expansion,Female,11-May-1997,Single,5,Education,89,655.98,5,Property,InnBucks,Matabeleland_North BED5373,1,2025-01-28,2025-02-15,2025-03-16,2026-08-09,5103.59,134.4,18,Monthly,,Female,07-Feb-1998,Married,5,Retail_Trade,67,777.07,8,Property,InnBucks,Matabeleland_North MJE9253,2,2025-05-13,2025-05-19,2025-06-24,2027-05-09,1266.76,13.27,24,Bi-Weekly,Livestock,Female,18-Dec-1992,Divorced,4,Agriculture,41,128.44,1,Property,EcoCash,Mashonaland_East HKX3204,1,2025-06-28,2025-07-04,2025-08-18,2027-06-24,3104.78,16.11,24,Monthly,Business_Expansion,Male,09-Aug-1994,Married,4,Agriculture,56,329.64,6,Guarantor,EcoCash,Mashonaland_West VQJ2963,1,2025-02-11,2025-02-18,2025-03-19,2026-02-13,3809.99,12.54,12,Monthly,Equipment,Male,04-Oct-1988,Divorced,0,Agriculture,66,278.36,4,Property,EcoCash,Harare ZBQ9287,2,2025-01-07,2025-01-10,2025-02-23,2026-01-05,2199.58,11.97,12,Weekly,Farming_Inputs,Female,05-Feb-1996,Married,2,Informal_Sector,17,241.2,0,Guarantor,InnBucks,Harare MZX8398,2,2025-03-02,2025-03-20,2025-04-19,2025-12-15,1834.33,92.37,9,Monthly,Livestock,Female,03-Dec-1982,Divorced,3,Agriculture,120,296.35,1,Savings,OneMoney,Mashonaland_Central QEG6705,0,2025-03-10,2025-03-11,2025-04-05,2026-03-06,1441.79,16.43,12,Monthly,Home_Improvement,Male,02-Mar-1995,Married,0,Agriculture,76,437.52,1,None,EcoCash,Harare PQK6783,0,2025-07-21,2025-08-02,2025-09-08,2026-07-28,1001.35,16.86,12,Bi-Weekly,Home_Improvement,Male,02-May-1965,Single,0,Retail_Trade,63,216.45,2,Vehicle,InnBucks,Harare MBE7976,1,2025-11-27,2025-12-16,2026-01-16,2027-12-06,4882.79,133.52,24,Monthly,Business_Expansion,Female,26-Aug-1971,Married,0,Retail_Trade,79,489.86,2,None,EcoCash,Harare ALL3849,2,2025-04-01,2025-04-08,2025-05-07,2027-03-29,9438.6,118.32,24,Weekly,Working_Capital,Male,14-Sep-1981,Single,1,Telecom,53,970.81,3,Livestock,EcoCash,Harare KXB4677,0,2025-11-16,2025-11-28,2026-01-04,2026-05-27,577.0,106.91,6,Monthly,Medical,Male,21-Oct-1991,Divorced,2,Construction,67,290.71,1,Vehicle,Bank_Transfer,Mashonaland_Central XOP0754,0,2025-05-17,2025-06-02,2025-07-10,2026-05-28,2008.21,122.01,12,Monthly,Business_Expansion,Female,01-Apr-1970,Married,2,Government,191,319.98,1,None,Cash,Manicaland MLL3293,3,2025-03-09,2025-03-30,2025-05-08,2027-03-20,846.45,102.92,24,Weekly,Personal,Male,02-Jul-2004,Single,3,Agriculture,13,213.39,1,Guarantor,Cash,Bulawayo JSX3868,0,2025-07-14,2025-08-02,2025-09-06,2026-01-29,1385.3,16.24,6,Monthly,Personal,Male,24-Mar-1966,Married,6,Informal_Sector,11,334.54,3,Property,Bank_Transfer,Mashonaland_East DIZ5799,3,2025-10-31,2025-11-09,2025-12-20,2026-05-08,1993.73,11.33,6,Bi-Weekly,Personal,Female,18-Aug-1971,Married,5,Agriculture,114,348.67,0,None,EcoCash,Mashonaland_Central NIK8885,0,2025-08-13,2025-08-30,2025-09-24,2025-11-28,6519.21,87.17,3,Monthly,Vehicle,Male,22-Dec-1963,Single,3,Healthcare,34,911.96,4,Guarantor,EcoCash,Mashonaland_East GJJ5386,2,2025-02-18,2025-02-27,2025-04-08,2027-02-17,1643.73,127.78,24,Monthly,Working_Capital,Female,31-May-1998,Married,6,Agriculture,69,208.14,2,Livestock,EcoCash,Harare ZAT1651,1,2025-06-07,2025-06-09,2025-07-11,2026-12-01,5926.92,16.14,18,Monthly,Working_Capital,Female,08-Jun-2003,Single,1,Transport,29,507.34,2,None,OneMoney,Matabeleland_North GMP0039,3,2025-02-10,2025-02-15,2025-03-24,2025-08-14,1675.68,13.38,6,Monthly,Medical,Male,28-Jun-1988,Married,5,Retail_Trade,86,599.38,3,Property,Cash,Midlands ITI1428,2,2026-01-13,2026-01-20,2026-03-02,2028-01-10,2819.44,112.03,24,Monthly,Working_Capital,Male,18-Nov-2003,Married,0,Manufacturing,9,,3,Livestock,EcoCash,Mashonaland_West TRY8812,0,2025-04-07,2025-04-08,2025-05-05,2025-10-05,1717.68,88.18,6,Bi-Weekly,Rent,Male,05-Jan-1986,Divorced,4,Informal_Sector,15,,3,None,Bank_Transfer,Harare UEG2101,5,2025-05-31,2025-06-21,2025-07-21,2025-12-18,123.95,123.3,6,Monthly,Funeral,Male,13-Mar-1989,Married,3,,14,94.0,2,None,EcoCash,Mashonaland_West ODG6850,0,2024-12-19,2025-01-08,2025-02-05,2026-01-03,1057.85,130.48,12,Monthly,Business_Expansion,Male,21-Aug-1994,Married,2,Healthcare,,346.57,6,Vehicle,OneMoney,Harare VLE3171,3,2025-09-18,2025-10-08,2025-11-18,2027-09-28,452.93,13.54,24,Monthly,School_Fees,,01-Apr-1965,Married,,Manufacturing,102,257.91,1,None,InnBucks,Mashonaland_East RRD3841,0,2025-09-24,2025-09-29,2025-11-04,2027-09-19,2647.84,127.49,24,Monthly,Personal,Female,28-Aug-1969,Married,5,Manufacturing,34,400.58,0,None,OneMoney,Harare YXY8101,2,2025-06-30,2025-07-18,2025-08-28,2027-07-08,2615.12,104.52,24,Weekly,Farming_Inputs,Male,12-Jul-1981,Married,3,Retail_Trade,113,185.92,2,Livestock,EcoCash,Mashonaland_East OZK6228,0,2026-01-25,2026-01-31,2026-03-05,2028-01-21,3758.8,121.54,24,Monthly,Personal,Male,10-Jan-1998,Single,3,Mining,,1448.6,3,None,InnBucks,Harare SBD5545,2,2025-10-20,2025-10-26,2025-11-26,2026-04-24,3305.36,10.89,6,Monthly,Equipment,Female,11-Mar-1995,Single,4,Transport,42,707.74,6,Livestock,EcoCash,Masvingo IDC8637,4,2025-12-31,2026-01-17,2026-02-18,2029-12-27,4413.86,73.45,48,Monthly,Home_Improvement,Male,30-Nov-1964,Married,6,Informal_Sector,,206.28,2,None,Bank_Transfer,Matabeleland_North VZW5146,2,2025-01-16,2025-01-30,2025-03-05,2027-01-20,3937.34,78.49,24,Monthly,Livestock,Female,24-Jul-1986,Married,1,Education,165,590.48,0,Livestock,EcoCash,Harare PTQ8057,0,2025-05-25,2025-06-05,2025-07-07,2025-12-02,2504.06,141.08,6,Bi-Weekly,Stock_Purchase,Female,09-Dec-1969,Married,3,,129,586.68,0,None,OneMoney,Masvingo OEF4340,0,2026-02-01,2026-02-05,2026-03-10,2026-08-04,4164.8,124.68,6,Bi-Weekly,Farming_Inputs,Male,30-Dec-1974,Married,4,,37,504.21,0,None,OneMoney,Mashonaland_East KVD8305,5,2025-05-01,2025-05-03,2025-05-28,2025-06-02,439.8,135.4,1,Weekly,Personal,Male,19-Feb-1963,Married,3,Government,196,445.63,1,Savings,Bank_Transfer,Manicaland MGZ9268,0,2025-04-27,2025-05-18,2025-06-21,2025-11-14,3215.2,15.74,6,Monthly,Rent,Female,24-May-1994,Single,3,Finance,111,510.91,2,Vehicle,InnBucks,Harare AQJ8176,0,2025-04-10,2025-05-01,2025-06-10,2027-04-21,4112.18,138.05,24,Bi-Weekly,Home_Improvement,Male,13-Apr-1995,Married,2,Mining,95,1404.64,0,None,Cash,Matabeleland_South UXS0840,2,2025-10-22,2025-11-03,2025-12-10,2026-10-29,1730.04,14.18,12,Monthly,Farming_Inputs,Female,24-May-1995,Single,4,Informal_Sector,13,,1,Livestock,InnBucks,Matabeleland_South TCI5572,0,2025-11-08,2025-11-22,2025-12-27,2026-05-21,547.43,139.93,6,Monthly,Personal,Female,09-Aug-1972,Married,4,,14,207.94,1,Property,Cash,Midlands SHM7627,0,2025-10-21,2025-11-06,2025-12-12,2026-11-01,616.99,80.18,12,Monthly,School_Fees,Male,14-Sep-1991,Married,2,Construction,20,567.21,1,Guarantor,Bank_Transfer,Mashonaland_West QMA0181,5,2025-06-15,2025-06-27,2025-08-11,2025-08-26,161.59,124.74,2,Weekly,Rent,Female,15-Nov-1986,Married,4,Agriculture,,103.42,3,None,Bank_Transfer,Masvingo TSV5611,0,2025-06-03,2025-06-13,2025-07-25,2026-06-08,1939.86,92.52,12,Bi-Weekly,Livestock,Female,08-Jan-1979,Married,,Informal_Sector,17,229.8,1,None,InnBucks,Masvingo PGW5092,3,2025-08-11,2025-08-21,2025-09-24,2026-08-16,1920.06,11.22,12,Monthly,Medical,Male,29-Apr-1988,Married,3,Construction,,,1,Savings,EcoCash,Bulawayo BSD1651,0,2025-03-03,2025-03-13,2025-04-13,2025-09-09,1481.25,128.28,6,Monthly,Funeral,Female,23-Nov-1956,Married,3,Education,38,284.6,0,None,Cash,Manicaland IQJ6229,2,2026-01-29,2026-02-11,2026-03-15,2027-02-06,870.65,16.97,12,Monthly,Farming_Inputs,Female,30-Dec-1962,Married,5,Informal_Sector,39,109.05,1,Guarantor,Bank_Transfer,Harare PPE8142,0,2025-01-17,2025-01-19,2025-02-25,2026-01-14,1310.38,120.7,12,Monthly,Stock_Purchase,Male,10-Dec-1964,Married,8,Agriculture,37,177.55,0,None,Bank_Transfer,Mashonaland_East HVE1566,3,2025-03-25,2025-04-01,2025-05-05,2027-03-22,603.02,14.58,24,Monthly,Medical,Female,06-Nov-2005,Single,,Construction,5,184.27,1,Savings,EcoCash,Harare JPB6828,2,2025-01-25,2025-01-27,2025-03-02,2026-01-22,3950.26,9.42,12,Monthly,Farming_Inputs,Female,23-Dec-1993,Single,2,Construction,,391.65,2,Guarantor,EcoCash,Manicaland LMS8961,4,2025-10-21,2025-11-07,2025-12-22,2029-10-17,2543.02,19.93,48,Monthly,,Male,19-Jun-1997,Married,3,Retail_Trade,100,326.29,3,Guarantor,Cash,Manicaland EGQ8831,4,2025-12-08,2025-12-18,2026-01-19,2027-12-08,21490.16,17.85,24,Bi-Weekly,Vehicle,Male,18-Mar-1970,Widowed,4,Construction,88,759.96,1,Property,EcoCash,Manicaland YLP6900,1,2025-08-12,2025-08-28,2025-10-09,2026-08-23,3736.28,95.46,12,Bi-Weekly,Working_Capital,Male,16-Nov-1968,Divorced,3,Manufacturing,72,390.46,2,None,Bank_Transfer,Mashonaland_East TBE2482,3,2025-12-29,2026-01-18,2026-02-18,2027-01-13,1159.4,12.74,12,Monthly,Rent,Female,27-Nov-1977,Divorced,2,Retail_Trade,94,,1,None,Cash,Manicaland YPJ1369,1,2026-01-02,2026-01-19,2026-03-04,2027-01-14,5060.9,16.98,12,Monthly,Equipment,Male,12-Aug-1983,,6,Informal_Sector,15,346.78,4,None,EcoCash,Masvingo NAX1253,0,2025-10-26,2025-10-28,2025-12-12,2026-04-26,4250.18,97.46,6,Monthly,Rent,Female,12-Oct-1972,Widowed,3,Manufacturing,91,,2,Vehicle,Cash,Harare PIP7566,0,2025-12-22,2026-01-04,2026-02-18,2026-07-03,1686.28,88.78,6,Monthly,Working_Capital,Male,05-Jul-1988,Single,3,Government,88,303.45,0,Vehicle,Cash,Harare DKU9301,1,2026-02-20,2026-02-25,2026-03-22,2027-08-19,1671.32,16.75,18,Monthly,Business_Expansion,Female,18-Jul-1979,Divorced,,Informal_Sector,6,170.14,1,None,Cash,Bulawayo KVA9530,2,2025-07-03,2025-07-11,2025-08-14,2027-07-01,3544.39,87.13,24,Monthly,Equipment,Male,15-Apr-1983,Married,2,Healthcare,89,341.24,2,Livestock,InnBucks,Matabeleland_South CQV1702,0,2025-04-29,2025-05-14,2025-06-15,2025-11-10,962.72,123.89,6,Monthly,Equipment,Male,01-Feb-1956,Single,2,Informal_Sector,11,110.98,1,Savings,Bank_Transfer,Bulawayo OBG7598,2,2025-12-05,2025-12-15,2026-01-25,2027-06-08,3528.4,78.72,18,Bi-Weekly,Farming_Inputs,Male,17-Jan-1966,Divorced,3,Construction,39,548.96,0,None,Bank_Transfer,Manicaland VNB1149,0,2025-11-12,2025-11-20,2025-12-28,2027-05-14,920.89,135.18,18,Monthly,Rent,Male,27-May-1993,Single,2,Government,90,296.8,2,Property,EcoCash,Mashonaland_West HMI2014,1,2025-07-26,2025-08-11,2025-09-17,2027-02-02,8003.06,,18,Monthly,Working_Capital,Female,19-Jul-1983,Single,4,Transport,48,888.71,3,None,EcoCash,Matabeleland_South YMG8950,1,2025-11-28,2025-12-16,2026-01-14,2027-12-06,9731.78,86.45,24,Monthly,Stock_Purchase,Female,15-Nov-1988,Single,,Manufacturing,147,336.71,2,Vehicle,InnBucks,Harare JNQ2962,2,2025-08-17,2025-08-21,2025-10-02,2027-02-12,5451.03,111.46,18,Monthly,Farming_Inputs,Male,08-Dec-1972,Married,,Government,73,527.94,0,Savings,Cash,Mashonaland_Central ANK6820,1,2026-02-12,2026-02-20,2026-04-04,2028-02-10,23556.78,15.15,24,Monthly,Stock_Purchase,Female,20-Sep-2000,Single,4,,13,1044.69,2,Vehicle,OneMoney,Midlands ZFE0439,0,2025-05-12,2025-05-16,2025-06-22,2027-05-06,916.21,15.74,24,Weekly,Personal,Female,29-Dec-1988,Single,3,Informal_Sector,24,420.74,0,Guarantor,Cash,Mashonaland_East CZQ9593,0,2026-01-28,2026-01-30,2026-02-27,2028-01-20,507.41,156.7,24,Monthly,Farming_Inputs,Female,31-Jul-1974,Widowed,0,Agriculture,32,233.74,0,Savings,InnBucks,Harare PCJ1585,4,2025-07-17,2025-07-31,2025-09-06,2028-07-15,6935.1,16.49,36,Monthly,Home_Improvement,Female,02-Aug-1994,Married,3,Retail_Trade,104,,0,Property,EcoCash,Mashonaland_West PBU9519,4,2025-12-22,2025-12-24,2026-01-18,2026-12-19,3944.06,17.36,12,Monthly,Equipment,Male,25-Jun-1983,,0,Agriculture,61,261.08,2,,EcoCash,Mashonaland_West ENJ8537,1,2025-03-07,2025-03-08,2025-04-11,2027-02-26,5895.55,13.11,24,Monthly,Business_Expansion,Female,27-Sep-2003,Single,1,Education,13,350.32,5,Vehicle,Bank_Transfer,Bulawayo RPM5143,4,2025-06-24,2025-07-09,2025-08-12,2028-06-23,10254.74,15.64,36,Bi-Weekly,Vehicle,Female,02-Oct-1963,Married,2,Education,67,,3,None,Cash,Matabeleland_North SUD6466,4,2026-01-17,2026-02-07,2026-03-19,2027-08-01,14574.15,17.28,18,Monthly,,Male,13-Apr-1996,Married,3,Finance,73,928.85,2,Guarantor,EcoCash,Bulawayo HFF5761,1,2026-01-12,2026-01-20,2026-02-17,2027-07-14,1295.51,121.61,18,Monthly,Business_Expansion,Male,24-Nov-1987,Single,0,Agriculture,149,141.47,0,None,EcoCash,Harare SCF5953,0,2025-12-19,2026-01-05,2026-02-15,2027-06-29,2131.19,18.37,18,Monthly,,Male,27-Sep-1984,Single,5,Telecom,56,520.58,3,Savings,EcoCash,Bulawayo HAQ3115,3,2025-06-26,2025-07-09,2025-08-05,2026-07-04,2801.45,12.51,12,Monthly,Debt_Consolidation,Male,24-Nov-1996,Married,3,Transport,113,680.31,2,Guarantor,OneMoney,Mashonaland_East BUK5097,0,2025-03-10,2025-03-22,2025-04-24,2025-09-18,660.93,129.99,6,Monthly,Livestock,Female,01-Nov-1968,Married,4,Informal_Sector,31,259.29,1,None,EcoCash,Mashonaland_West YVA5755,0,2025-10-03,2025-10-21,2025-12-03,2026-04-19,777.14,98.1,6,Monthly,School_Fees,Female,07-Mar-1980,Married,4,Retail_Trade,,538.82,3,None,EcoCash,Harare QHD6039,0,2025-10-04,2025-10-14,2025-11-16,2026-04-12,1850.45,123.22,6,Bi-Weekly,Personal,Male,21-Aug-1965,Married,2,Education,,,6,Savings,EcoCash,Mashonaland_West ONT2622,3,2025-04-19,2025-04-30,2025-06-04,2026-04-25,835.83,11.99,12,Monthly,Personal,Male,05-Oct-1961,Married,5,Retail_Trade,55,,1,Savings,InnBucks,Harare OGF3946,1,2025-02-18,2025-03-01,2025-04-05,2025-08-28,6276.61,12.28,6,Monthly,Business_Expansion,Female,09-Apr-1971,Married,2,Healthcare,42,571.37,0,Vehicle,Bank_Transfer,Bulawayo NGV7466,0,2026-01-20,2026-02-03,2026-03-08,2026-08-02,5282.64,102.14,6,Monthly,Equipment,Female,12-Jul-1969,Divorced,,Mining,77,590.21,5,Savings,OneMoney,Mashonaland_Central SKM5604,5,2025-11-25,2025-12-02,2026-01-03,2026-03-02,1192.32,150.7,3,Weekly,Personal,Male,11-Apr-1994,Married,2,Healthcare,149,571.55,2,None,EcoCash,Bulawayo KTE1007,0,2025-04-20,2025-05-09,2025-06-06,2027-04-29,1278.45,135.22,24,Monthly,Debt_Consolidation,Female,23-Feb-1962,Widowed,1,Retail_Trade,104,218.28,0,Guarantor,InnBucks,Bulawayo QHE6351,2,2025-04-13,2025-04-28,2025-05-25,2026-04-23,3217.17,11.07,12,Bi-Weekly,Equipment,Male,08-Jun-1996,Married,2,Education,38,290.52,1,Livestock,Cash,Manicaland OQM4860,2,2025-07-16,2025-07-29,2025-08-26,2027-01-20,3657.92,98.7,18,Monthly,Farming_Inputs,Male,03-Oct-1994,Married,2,Informal_Sector,22,333.49,1,Savings,Cash,Harare LOQ2210,3,2025-02-03,2025-02-24,2025-03-28,2025-08-23,1574.65,14.77,6,Monthly,Personal,Female,07-May-2007,Single,1,Education,11,404.78,0,None,Bank_Transfer,Bulawayo EXL3021,1,2025-11-26,2025-12-11,2026-01-10,2028-11-25,9507.93,118.43,36,Monthly,Business_Expansion,Male,28-Dec-1980,Married,0,Informal_Sector,29,596.27,5,Property,InnBucks,Mashonaland_West ASY9425,2,2025-01-06,2025-01-23,2025-02-17,2026-07-17,1242.22,9.52,18,Monthly,Livestock,Male,27-Oct-1983,Married,0,Informal_Sector,3,216.65,2,Livestock,Cash,Midlands EFI4290,0,2025-11-21,2025-12-12,2026-01-26,2027-06-05,1989.58,14.12,18,Bi-Weekly,Vehicle,Female,24-Jan-1973,Married,2,Informal_Sector,8,255.15,1,None,Bank_Transfer,Mashonaland_East EJH6568,0,2025-10-24,2025-10-27,2025-11-28,2026-10-22,7476.71,116.63,12,Monthly,Rent,Male,02-Apr-1984,Married,,Mining,,,2,Guarantor,OneMoney,Mashonaland_Central ESK8758,3,2025-06-11,2025-06-21,2025-08-03,2026-12-13,1526.51,14.78,18,Monthly,Medical,Female,12-Sep-1986,Married,3,Finance,39,664.7,0,,Cash,Harare WPW4521,3,2025-09-05,2025-09-17,2025-10-20,2026-03-16,1411.16,14.05,6,Monthly,Debt_Consolidation,Male,11-Feb-1986,Married,4,Mining,38,482.53,3,Savings,Bank_Transfer,Mashonaland_West IEP4997,0,2024-12-18,2025-01-07,2025-02-03,2025-07-06,363.55,88.22,6,Monthly,Livestock,Male,28-Dec-1976,Married,6,Retail_Trade,77,131.68,3,Property,InnBucks,Harare FCY8976,4,2025-02-17,2025-02-24,2025-03-28,2027-02-14,3048.92,17.03,24,Bi-Weekly,Vehicle,Male,26-Jan-1998,Married,4,,52,301.23,0,None,Cash,Mashonaland_West SNM5031,1,2025-03-11,2025-03-12,2025-04-14,2025-09-08,11379.45,101.98,6,Monthly,Business_Expansion,Male,30-Dec-1991,Married,4,Education,32,,3,Vehicle,Cash,Mashonaland_Central ZOD3613,0,2025-04-26,2025-05-12,2025-06-23,2026-11-03,2537.01,104.03,18,Monthly,Medical,Male,12-Apr-1990,Married,3,Retail_Trade,74,826.21,2,None,OneMoney,Mashonaland_West NJW9796,1,2025-05-29,2025-06-18,2025-07-21,2026-06-13,34826.59,13.34,12,Monthly,Business_Expansion,Male,09-Oct-1989,Married,0,NGO,60,1840.55,0,Guarantor,Bank_Transfer,Bulawayo BFM6246,3,2026-02-10,2026-02-23,2026-04-07,2027-02-18,1760.02,14.21,12,Monthly,School_Fees,Male,24-Feb-1963,Divorced,3,Transport,116,384.53,2,None,EcoCash,Masvingo MLI2180,0,2025-05-19,2025-05-25,2025-07-04,2027-05-15,465.85,110.06,24,Weekly,Stock_Purchase,Male,11-Dec-1991,Divorced,6,Informal_Sector,12,192.08,0,Guarantor,OneMoney,Matabeleland_North FHR9764,0,2025-02-19,2025-02-28,2025-03-28,2027-02-18,306.28,16.6,24,Bi-Weekly,Home_Improvement,Male,21-Dec-1975,Married,6,Agriculture,89,118.48,3,Guarantor,EcoCash,Mashonaland_West BOC1640,4,2025-11-29,2025-11-30,2026-01-10,2027-11-20,3525.85,18.36,24,Bi-Weekly,Vehicle,Male,05-Mar-1984,Married,5,Informal_Sector,32,,0,None,Cash,Masvingo EDV0533,0,2025-01-25,2025-02-10,2025-03-22,2025-05-11,933.91,15.28,3,Monthly,Business_Expansion,Female,01-Jul-1971,Single,0,Education,119,642.43,4,Property,EcoCash,Matabeleland_South DVT4971,5,2025-01-23,2025-02-13,2025-03-26,2025-04-14,586.0,199.85,2,Weekly,Funeral,Male,07-Nov-1960,Single,7,,38,613.12,3,Property,EcoCash,Harare FQS6688,1,2026-01-28,2026-02-12,2026-03-15,2027-08-06,3452.33,84.66,18,Monthly,Business_Expansion,Male,23-Sep-1966,Married,8,Agriculture,139,181.63,4,Vehicle,EcoCash,Masvingo TIY6714,1,2025-08-29,2025-09-02,2025-10-16,2026-08-28,3801.22,14.58,12,Monthly,Equipment,Male,20-Nov-1994,Married,3,Transport,97,,2,None,Cash,Harare BBG5427,2,2025-10-31,2025-11-03,2025-11-28,2026-07-31,4334.16,98.31,9,Monthly,Farming_Inputs,Female,31-Mar-1968,Married,5,Agriculture,75,,3,None,EcoCash,Bulawayo VVY0236,3,2025-03-02,2025-03-18,2025-04-28,2026-03-13,1486.7,15.34,12,Monthly,School_Fees,Male,02-May-1980,Married,5,NGO,124,619.72,4,None,EcoCash,Harare AGY7111,3,2025-02-06,2025-02-09,2025-03-20,2026-02-04,2746.95,12.18,12,Monthly,Debt_Consolidation,Male,19-Jul-1970,Married,7,Retail_Trade,113,678.29,2,Vehicle,Cash,Masvingo YIH4148,4,2025-02-03,2025-02-21,2025-03-24,2026-02-16,6180.72,16.12,12,Monthly,Vehicle,Male,06-May-1969,Widowed,0,Agriculture,98,291.87,1,Guarantor,Bank_Transfer,Mashonaland_West BPA2613,0,2025-03-24,2025-04-07,2025-05-14,2026-04-02,1449.94,14.87,12,Monthly,Funeral,Male,28-Nov-1994,Married,0,NGO,28,798.09,2,Livestock,OneMoney,Manicaland XGN0040,0,2025-04-26,2025-05-06,2025-06-01,2025-11-02,1650.09,16.69,6,Monthly,School_Fees,,03-Mar-1984,Married,,Construction,91,573.9,4,None,EcoCash,Manicaland XIY9154,1,2025-12-04,2025-12-10,2026-01-19,2027-11-30,3701.71,87.75,24,Monthly,Business_Expansion,Male,23-Aug-1990,Single,4,Informal_Sector,19,449.06,2,Guarantor,Bank_Transfer,Harare UBT3433,5,2026-02-13,2026-02-27,2026-04-01,2026-08-26,687.95,161.91,6,Monthly,Funeral,Male,08-May-1986,Widowed,3,Healthcare,30,542.67,6,,EcoCash,Bulawayo YNC1880,1,2025-04-21,2025-04-26,2025-06-03,2026-10-18,1512.16,92.82,18,Monthly,Business_Expansion,Male,07-Mar-2002,Single,1,Informal_Sector,12,129.45,0,None,EcoCash,Mashonaland_East RQV5395,4,2025-06-07,2025-06-23,2025-07-23,2026-06-18,5350.84,14.23,12,Bi-Weekly,Vehicle,Male,25-Sep-1982,Single,3,Construction,110,,0,Savings,EcoCash,Mashonaland_West QYR1720,0,2025-08-26,2025-09-04,2025-10-18,2026-03-03,1320.92,145.99,6,Monthly,Livestock,Female,12-May-1971,Married,0,Construction,49,500.21,7,None,InnBucks,Bulawayo AGJ5776,0,2025-10-22,2025-11-10,2025-12-06,2026-05-09,5989.85,14.45,6,Monthly,Personal,Male,19-Mar-2000,Single,3,Mining,31,923.53,0,Savings,EcoCash,Mashonaland_West YIA9506,1,2026-01-25,2026-02-08,2026-03-12,2026-08-07,4907.63,107.7,6,Monthly,Working_Capital,Female,26-Jan-1982,Divorced,,,18,206.11,0,Savings,EcoCash,Masvingo IWU6149,2,2025-07-19,2025-07-20,2025-08-24,2026-07-15,5217.32,10.58,12,Monthly,Livestock,Female,25-Nov-1997,Married,4,Informal_Sector,22,586.1,3,Livestock,OneMoney,Harare KAX4382,5,2025-12-09,2025-12-11,2026-01-23,2026-03-11,813.54,158.26,3,Weekly,Funeral,Male,22-Sep-1975,Married,5,Manufacturing,24,644.54,3,None,Cash,Midlands ZEN3760,2,2025-02-05,2025-02-26,2025-04-04,2026-02-21,1358.38,15.19,12,Monthly,Equipment,Female,25-Aug-1970,Married,2,Agriculture,50,113.02,1,Livestock,Cash,Harare UGP0922,0,2025-07-03,2025-07-13,2025-08-15,2027-01-04,7572.3,121.08,18,Monthly,Farming_Inputs,Male,30-Nov-1994,Divorced,2,Government,79,952.99,4,Vehicle,InnBucks,Mashonaland_East MJX0269,0,2025-10-06,2025-10-25,2025-12-09,2026-04-23,1261.43,116.87,6,Monthly,School_Fees,Male,21-Jul-1991,Married,,Transport,83,,1,None,EcoCash,Mashonaland_West WUQ1092,3,2025-04-03,2025-04-08,2025-05-07,2026-04-03,1594.29,12.5,12,Monthly,Rent,Female,11-Jul-1994,Married,2,Retail_Trade,64,502.58,1,Savings,EcoCash,Matabeleland_North KLK2362,0,2025-03-15,2025-04-05,2025-05-15,2025-10-02,948.9,14.75,6,Bi-Weekly,Vehicle,Male,22-Sep-1994,Single,2,Agriculture,74,368.52,5,None,Cash,Bulawayo NHW2173,2,2025-08-17,2025-08-25,2025-10-01,2026-08-20,4551.86,118.94,12,Monthly,Farming_Inputs,Female,12-Mar-1996,Single,3,Manufacturing,,551.43,0,Livestock,Bank_Transfer,Harare ECQ4722,3,2025-04-05,2025-04-18,2025-05-19,2026-04-13,269.05,11.85,12,Monthly,Debt_Consolidation,Male,02-Mar-1970,Married,0,Retail_Trade,60,153.03,1,Savings,Cash,Mashonaland_Central DXQ4983,0,2025-12-14,2025-12-19,2026-01-13,2026-12-14,2745.04,15.62,12,Monthly,Home_Improvement,Female,14-Dec-1982,Married,5,Informal_Sector,14,589.58,0,None,Cash,Mashonaland_West TGH4720,1,2025-04-09,2025-04-20,2025-05-28,2026-04-15,5771.79,107.22,12,Monthly,Business_Expansion,Male,03-Feb-2004,Single,2,Informal_Sector,38,243.84,0,None,EcoCash,Harare RVV4718,3,2026-01-08,2026-01-24,2026-03-01,2027-01-19,405.62,17.62,12,Monthly,Personal,Female,09-Oct-1968,Married,6,Agriculture,,98.94,5,Livestock,Cash,Masvingo RMN3173,0,2024-12-23,2025-01-09,2025-02-11,2026-07-03,1914.19,138.23,18,Monthly,Rent,Male,22-Dec-1998,Divorced,4,Informal_Sector,5,308.56,1,,EcoCash,Harare NXZ8964,1,2025-01-31,2025-02-17,2025-03-28,2026-02-12,1926.9,98.94,12,Monthly,Working_Capital,Female,11-Sep-1991,Married,4,Agriculture,46,305.92,0,Guarantor,Bank_Transfer,Bulawayo UYF0960,1,2025-03-20,2025-03-21,2025-04-19,2026-09-12,3510.25,126.51,18,Monthly,Stock_Purchase,Female,09-Mar-1963,Widowed,6,Agriculture,107,299.82,0,Guarantor,Bank_Transfer,Harare GFY0485,3,2025-08-25,2025-09-05,2025-10-04,2026-03-04,1106.52,12.78,6,Monthly,Rent,Female,17-Nov-1966,Single,3,Agriculture,66,369.61,2,None,Cash,Bulawayo ELW4685,2,2025-06-04,2025-06-25,2025-07-21,2026-06-20,2610.18,97.52,12,Monthly,Equipment,Female,09-Feb-1991,Married,5,Transport,44,179.55,3,Livestock,Bank_Transfer,Bulawayo MTK9048,1,2025-10-24,2025-11-09,2025-12-18,2027-10-30,3982.69,16.55,24,Monthly,Equipment,Male,24-Apr-1982,Married,5,Retail_Trade,101,345.68,1,None,Bank_Transfer,Midlands UVG9381,1,2025-10-07,2025-10-28,2025-12-02,2026-04-26,10746.89,106.49,6,Monthly,Stock_Purchase,Female,23-Aug-1992,Single,2,,30,,0,Vehicle,EcoCash,Masvingo YHY5021,1,2025-07-17,2025-08-06,2025-09-14,2027-01-28,7277.35,109.07,18,Monthly,Stock_Purchase,Male,08-Jun-1967,Married,0,Retail_Trade,152,652.11,0,Savings,Cash,Mashonaland_East MML5987,3,2025-06-21,2025-06-23,2025-07-28,2025-12-20,302.77,11.21,6,Weekly,,Male,08-Oct-1980,Divorced,0,Informal_Sector,4,,3,,EcoCash,Harare EAJ7823,1,2025-08-04,2025-08-09,2025-09-23,2026-02-05,7679.35,97.88,6,Monthly,Business_Expansion,Female,01-Jun-1996,Single,3,Retail_Trade,43,691.33,0,Livestock,Cash,Mashonaland_Central TIZ1361,2,2025-08-09,2025-08-23,2025-09-20,2026-02-19,2043.7,112.08,6,Weekly,,Male,21-Mar-1978,Married,5,Informal_Sector,15,373.98,1,Property,Bank_Transfer,Manicaland YLC2019,5,2025-11-01,2025-11-08,2025-12-13,2026-02-06,1144.43,114.21,3,Monthly,Rent,Male,13-Feb-1976,Married,4,Informal_Sector,13,429.51,1,Property,EcoCash,Matabeleland_North JFH0021,4,2025-12-22,2025-12-27,2026-01-21,2029-12-06,3421.99,13.78,48,Monthly,Home_Improvement,Female,19-Nov-1969,Married,4,Retail_Trade,73,474.34,0,Guarantor,EcoCash,Bulawayo LXV4773,5,2025-05-08,2025-05-15,2025-06-10,2025-07-14,1263.0,150.02,2,Weekly,Personal,Male,24-Oct-1965,Divorced,6,Informal_Sector,16,,5,Savings,Cash,Matabeleland_North XDV4102,1,2025-04-29,2025-05-10,2025-06-22,2027-04-30,16643.25,,24,Weekly,Equipment,Male,06-Dec-1966,Widowed,4,NGO,,,2,Property,Bank_Transfer,Mashonaland_Central GOA5098,0,2025-10-07,2025-10-12,2025-11-15,2026-10-07,2765.59,109.67,12,Monthly,Stock_Purchase,Female,21-Nov-1965,Widowed,6,Informal_Sector,21,406.47,5,None,Bank_Transfer,Matabeleland_North MYV6648,0,2025-09-11,2025-09-22,2025-11-01,2027-03-16,1008.96,16.65,18,Monthly,Personal,Male,02-Apr-1995,Married,3,Retail_Trade,83,443.27,1,None,EcoCash,Manicaland CTJ2639,4,2025-07-26,2025-07-28,2025-09-02,2026-07-23,3392.98,13.03,12,Monthly,Equipment,Male,16-Jul-1996,Single,1,Retail_Trade,87,332.19,2,None,Bank_Transfer,Harare KQB2667,4,2025-02-06,2025-02-07,2025-03-11,2028-01-23,6742.59,15.73,36,Monthly,Home_Improvement,Male,19-Nov-1981,Widowed,2,Transport,56,269.82,1,Savings,EcoCash,Bulawayo RCQ9055,0,2025-06-07,2025-06-18,2025-07-20,2025-09-16,1325.07,135.55,3,Monthly,Rent,Male,19-May-1990,Single,3,Government,83,,5,None,Cash,Masvingo AMR3084,5,2025-05-06,2025-05-15,2025-06-14,2025-07-14,689.85,162.65,2,Bi-Weekly,Medical,Male,02-Apr-1996,Married,2,Transport,58,348.25,0,Property,Bank_Transfer,Bulawayo AWS6964,3,2026-01-05,2026-01-09,2026-02-05,2027-01-04,1886.32,16.69,12,Monthly,Debt_Consolidation,Male,13-Feb-1962,Divorced,,Healthcare,111,802.66,5,Guarantor,EcoCash,Matabeleland_South PXX3164,0,2025-11-07,2025-11-12,2025-12-26,2026-05-11,1323.08,17.94,6,Monthly,Wedding,Female,18-Feb-1984,Married,5,Agriculture,104,299.55,2,Guarantor,EcoCash,Mashonaland_West OTJ7222,1,2025-04-18,2025-05-04,2025-06-17,2027-04-24,1475.83,132.17,24,Monthly,Business_Expansion,Female,20-Mar-1990,Married,4,Informal_Sector,11,209.74,0,Savings,Bank_Transfer,Harare HLT8409,0,2025-05-23,2025-06-01,2025-07-12,2026-05-27,2686.67,119.27,12,Monthly,Vehicle,Male,15-Apr-1989,Married,4,Transport,76,558.97,1,Guarantor,Cash,Matabeleland_South XBZ1903,3,2025-09-03,2025-09-04,2025-10-09,2027-02-26,4256.32,11.67,18,Bi-Weekly,School_Fees,Male,16-Apr-1994,Married,2,Transport,54,1128.97,1,Guarantor,EcoCash,Mashonaland_East DVD1043,3,2025-07-08,2025-07-29,2025-08-28,2027-01-20,1527.55,16.51,18,Monthly,Medical,Male,22-Apr-1975,Married,3,Government,143,603.78,0,Guarantor,InnBucks,Harare YMN8454,0,2025-05-23,2025-06-03,2025-07-06,2027-05-24,2338.28,13.88,24,Monthly,Debt_Consolidation,Male,02-Jan-1998,Divorced,1,Agriculture,48,490.0,2,None,Bank_Transfer,Mashonaland_East NZH9363,2,2026-01-01,2026-01-20,2026-03-04,2027-01-15,2255.83,66.42,12,Monthly,Farming_Inputs,Female,30-Mar-1968,Widowed,,Informal_Sector,17,326.59,3,Livestock,Bank_Transfer,Bulawayo VEV2993,0,2024-12-31,2025-01-20,2025-02-17,2026-01-15,3427.18,104.96,12,Monthly,School_Fees,Female,11-Oct-1975,Divorced,5,Finance,89,903.81,1,Property,Bank_Transfer,Matabeleland_South GTV0004,2,2025-02-15,2025-02-21,2025-03-21,2026-08-15,441.03,15.12,18,Monthly,Farming_Inputs,Male,02-Sep-1988,Widowed,1,Informal_Sector,5,98.83,1,,Bank_Transfer,Mashonaland_East FRY6602,2,2025-02-20,2025-03-12,2025-04-24,2026-03-07,1247.08,95.78,12,Monthly,Farming_Inputs,Male,13-Jul-1976,Widowed,2,Informal_Sector,25,241.39,0,Vehicle,Bank_Transfer,Matabeleland_North SPC8953,3,2025-04-21,2025-05-10,2025-06-20,2027-04-30,1197.16,11.29,24,Monthly,Medical,Female,10-Aug-1986,Widowed,5,Agriculture,40,398.79,0,Guarantor,EcoCash,Bulawayo PJO2885,2,2025-04-28,2025-05-13,2025-06-16,2026-05-08,1317.95,114.29,12,Monthly,Working_Capital,Female,08-Nov-1981,Married,3,Agriculture,99,154.09,2,,EcoCash,Mashonaland_West KQQ4757,0,2025-08-26,2025-08-30,2025-10-12,2026-02-26,1105.03,18.17,6,Monthly,Debt_Consolidation,Male,19-Jun-2007,Single,0,Informal_Sector,8,402.07,1,None,EcoCash,Bulawayo OUG4136,1,2026-02-07,2026-02-26,2026-03-27,2029-02-10,30162.01,96.43,36,Monthly,Business_Expansion,Female,20-Jul-1972,Divorced,4,Mining,65,1303.78,2,Vehicle,Bank_Transfer,Mashonaland_East WVY1999,1,2026-01-27,2026-02-03,2026-03-19,2028-01-24,1602.23,113.73,24,Monthly,Working_Capital,Male,13-Mar-1987,Married,2,Informal_Sector,31,237.49,0,,Cash,Mashonaland_East NNY7188,0,2025-02-11,2025-02-15,2025-03-20,2026-08-09,4282.38,146.39,18,Monthly,Wedding,Female,30-Jun-1989,Married,6,Education,105,538.46,1,None,Bank_Transfer,Mashonaland_Central BIR3043,5,2025-01-08,2025-01-29,2025-02-26,2025-02-28,868.52,123.01,1,Weekly,Personal,Male,12-Nov-1963,Married,2,Manufacturing,42,482.65,2,Savings,InnBucks,Matabeleland_South CVQ0610,2,2025-09-02,2025-09-14,2025-10-11,2026-09-09,2234.54,11.72,12,Bi-Weekly,Livestock,Female,24-Dec-1976,Single,5,Informal_Sector,12,222.95,2,Livestock,Bank_Transfer,Bulawayo NLO7554,2,2025-07-14,2025-07-29,2025-09-03,2026-07-24,5796.03,90.26,12,Bi-Weekly,Farming_Inputs,Male,22-Dec-1966,Married,4,Construction,63,435.2,2,None,Cash,Manicaland FHH6565,1,2025-03-27,2025-04-08,2025-05-13,2026-04-03,6937.87,114.63,12,Monthly,Working_Capital,Male,26-Mar-1999,Single,2,Transport,27,376.07,3,,Cash,Harare QSY4897,1,2025-11-03,2025-11-05,2025-12-06,2026-05-04,5659.28,96.37,6,Bi-Weekly,Working_Capital,Male,11-Jul-1988,,4,Agriculture,97,266.89,4,Savings,EcoCash,Harare RBJ5665,0,2025-06-12,2025-06-22,2025-08-04,2026-06-17,672.0,17.46,12,Bi-Weekly,Stock_Purchase,Male,14-Jun-1978,Married,2,Agriculture,73,121.47,5,Property,EcoCash,Mashonaland_East OCA7850,5,2025-09-21,2025-10-10,2025-11-18,2026-04-08,133.45,178.41,6,Monthly,Funeral,Female,14-Mar-1968,Married,3,Agriculture,32,157.11,0,Guarantor,EcoCash,Harare SAT0260,0,2025-10-31,2025-11-08,2025-12-16,2027-05-02,10510.32,119.46,18,Bi-Weekly,Equipment,Female,28-Jun-1965,Divorced,5,Retail_Trade,95,1173.69,3,Vehicle,InnBucks,Masvingo PNM7458,2,2025-06-27,2025-07-10,2025-08-10,2026-04-06,24281.14,108.8,9,Monthly,Farming_Inputs,Female,22-Mar-1992,Single,0,Finance,72,1759.72,3,Livestock,EcoCash,Harare ZQL6865,1,2026-01-11,2026-01-13,2026-02-10,2028-01-03,2469.34,107.06,24,Monthly,Stock_Purchase,Male,20-Feb-1968,Widowed,4,Retail_Trade,30,291.61,0,,Bank_Transfer,Harare BYX0793,1,2025-06-29,2025-07-12,2025-08-08,2026-07-07,5867.41,78.51,12,Monthly,Business_Expansion,Male,07-Dec-1964,Married,4,Education,18,485.49,1,Savings,InnBucks,Harare UOJ8877,1,2025-04-10,2025-04-24,2025-06-02,2026-10-16,9407.14,10.71,18,Bi-Weekly,Working_Capital,Male,26-Feb-1964,Married,6,Government,147,998.54,4,Savings,Bank_Transfer,Mashonaland_West LGY1944,5,2025-08-24,2025-08-25,2025-09-19,2026-02-21,2325.08,196.02,6,Bi-Weekly,Personal,Male,09-Oct-1993,Single,3,Finance,70,1634.73,4,None,EcoCash,Midlands WTO1199,0,2026-01-24,2026-02-08,2026-03-25,2026-08-07,1967.75,18.61,6,Monthly,Equipment,Male,31-May-1985,Widowed,1,Education,52,380.64,8,None,Cash,Mashonaland_East WZJ6108,0,2025-04-04,2025-04-09,2025-05-07,2025-10-06,4546.89,118.99,6,Weekly,Working_Capital,Female,04-Dec-1987,Single,4,Transport,99,716.71,0,Guarantor,Cash,Mashonaland_Central YAJ5633,3,2025-03-14,2025-03-26,2025-05-06,2027-03-16,2973.08,109.8,24,Monthly,Personal,Male,18-Nov-2002,Single,1,Construction,39,764.28,8,Guarantor,Cash,Midlands LLO9138,0,2025-03-18,2025-03-19,2025-05-02,2026-09-10,528.31,14.06,18,Bi-Weekly,Wedding,Male,11-Sep-1996,Married,0,Informal_Sector,,,3,Vehicle,Bank_Transfer,Bulawayo LGR1397,2,2024-12-23,2025-01-09,2025-02-04,2025-07-08,3571.53,9.43,6,Monthly,Farming_Inputs,Female,05-Oct-2004,Single,0,Government,41,805.38,1,Guarantor,EcoCash,Mashonaland_East ADT7244,3,2025-12-06,2025-12-22,2026-01-28,2026-12-17,3169.88,18.02,12,Monthly,School_Fees,Female,15-Aug-1972,Divorced,6,Retail_Trade,55,835.35,6,Guarantor,EcoCash,Masvingo HZI6879,3,2025-05-25,2025-06-01,2025-07-04,2026-11-23,2165.93,15.88,18,Monthly,Personal,Male,27-Aug-1996,Married,5,Transport,89,589.55,1,None,EcoCash,Matabeleland_North JMD4429,0,2025-09-22,2025-10-07,2025-11-14,2027-09-27,2853.31,113.58,24,Monthly,School_Fees,Male,22-Apr-1993,Single,2,Informal_Sector,14,626.3,3,None,InnBucks,Masvingo YNU8823,0,2025-12-08,2025-12-20,2026-02-02,2026-12-15,1470.77,16.27,12,Weekly,Equipment,Male,30-Jan-1996,Married,1,Agriculture,63,192.91,1,Guarantor,OneMoney,Masvingo PEU5781,0,2025-06-18,2025-07-01,2025-07-28,2025-09-29,4370.72,107.58,3,Bi-Weekly,School_Fees,Male,23-Sep-1984,Widowed,0,Informal_Sector,14,636.31,2,None,Bank_Transfer,Bulawayo VXW5951,2,2025-12-19,2025-12-28,2026-01-26,2027-06-21,4654.79,108.09,18,Bi-Weekly,Farming_Inputs,Male,22-May-1969,Married,3,Construction,121,600.56,3,Livestock,OneMoney,Midlands DOI4745,5,2025-07-22,2025-08-05,2025-09-17,2025-11-03,2633.47,124.45,3,Monthly,Personal,Female,25-Feb-2008,Single,2,Finance,2,1752.87,1,None,OneMoney,Harare XRP0508,3,2025-11-03,2025-11-24,2026-01-01,2026-11-19,1421.18,16.52,12,Bi-Weekly,Medical,Female,05-Feb-1967,Married,4,Informal_Sector,29,439.54,0,Livestock,Cash,Matabeleland_North BUP7237,3,2025-09-24,2025-10-10,2025-11-10,2026-10-05,600.19,86.01,12,Monthly,Personal,Male,08-Mar-1994,Divorced,2,Agriculture,111,218.5,3,Savings,OneMoney,Mashonaland_Central XZF0997,2,2025-08-22,2025-09-04,2025-10-13,2026-06-01,3861.78,113.29,9,Monthly,Livestock,Male,22-Mar-1983,Married,3,Government,71,450.46,1,Livestock,InnBucks,Bulawayo ORE1289,0,2025-05-13,2025-05-26,2025-07-08,2026-11-17,991.54,148.09,18,Monthly,Vehicle,Female,01-Aug-1999,Married,2,Agriculture,24,,1,Guarantor,Bank_Transfer,Harare SUJ0824,2,2025-03-25,2025-04-02,2025-05-14,2025-12-28,5246.98,124.15,9,Monthly,Working_Capital,Female,20-Aug-1969,Divorced,4,Government,64,477.29,6,Livestock,Cash,Midlands QZQ8912,1,2025-08-04,2025-08-16,2025-09-28,2028-07-31,6993.91,132.35,36,Monthly,Business_Expansion,Female,14-Jun-1970,Married,6,Construction,91,498.1,3,Guarantor,Bank_Transfer,Harare IVK8543,2,2025-09-28,2025-10-07,2025-11-08,2026-04-05,12012.62,128.26,6,Monthly,Farming_Inputs,Male,21-Jul-1967,Married,2,Finance,76,1490.14,4,None,Bank_Transfer,Mashonaland_East KLT0884,1,2025-09-11,2025-09-25,2025-10-28,2026-03-24,1024.46,93.21,6,Bi-Weekly,Working_Capital,Male,09-Dec-1982,Divorced,1,Informal_Sector,44,155.63,1,Guarantor,Bank_Transfer,Masvingo ZBB6007,1,2026-01-05,2026-01-13,2026-02-20,2027-01-08,14533.86,131.5,12,Monthly,,Female,06-Jun-1978,Married,7,Government,133,647.53,5,Property,Cash,Manicaland STV1844,0,2025-08-19,2025-08-28,2025-10-11,2026-08-23,786.51,112.87,12,Monthly,Equipment,Male,19-Sep-1979,Married,3,Informal_Sector,11,240.57,0,None,EcoCash,Manicaland AIM8162,4,2025-02-06,2025-02-20,2025-03-19,2028-02-05,29439.44,13.67,36,Bi-Weekly,Vehicle,Female,21-Jul-1981,Married,3,Finance,139,,2,Vehicle,EcoCash,Midlands BHN2674,1,2025-05-01,2025-05-02,2025-06-16,2026-10-24,8344.04,103.25,18,Weekly,Business_Expansion,Male,13-Feb-2005,Single,2,Mining,9,405.1,1,Vehicle,InnBucks,Harare BHF2762,4,2026-02-07,2026-02-19,2026-03-21,2029-02-03,2192.64,17.24,36,Monthly,Vehicle,Female,02-Apr-1976,Widowed,0,Informal_Sector,6,113.8,2,Vehicle,Cash,Midlands FBA9492,0,2025-04-18,2025-04-30,2025-05-28,2025-10-27,486.51,17.12,6,Monthly,Medical,,08-Nov-2002,Single,2,Agriculture,14,181.65,3,Property,EcoCash,Bulawayo PNV0987,1,2025-07-01,2025-07-15,2025-08-28,2028-06-29,930.31,103.1,36,Bi-Weekly,Working_Capital,Female,16-Feb-1983,Married,5,,,89.63,2,None,EcoCash,Harare XRS8392,1,2025-05-29,2025-06-16,2025-07-15,2026-06-11,14768.89,120.08,12,Monthly,Equipment,Female,04-Mar-1996,Single,2,Informal_Sector,13,550.9,1,Vehicle,EcoCash,Bulawayo FJR4109,3,2025-12-29,2026-01-14,2026-02-19,2027-01-09,432.66,13.37,12,Monthly,Rent,Female,20-Sep-1985,Married,3,Informal_Sector,14,293.72,2,Guarantor,Bank_Transfer,Manicaland REP5450,3,2025-12-20,2025-12-30,2026-02-06,2027-12-20,411.54,13.71,24,Bi-Weekly,School_Fees,Male,04-Dec-1977,Widowed,6,Agriculture,,,1,Savings,EcoCash,Bulawayo VDS3487,0,2025-01-04,2025-01-20,2025-03-06,2026-07-14,2346.08,13.31,18,Monthly,Livestock,Male,06-Oct-1971,Married,8,Manufacturing,92,,1,Property,Bank_Transfer,Masvingo MFT3114,0,2025-12-21,2025-12-31,2026-01-25,2026-12-26,1358.28,112.18,12,Monthly,Home_Improvement,Male,26-Dec-1964,Married,6,Agriculture,60,152.26,5,None,Cash,Masvingo TRE7039,2,2025-12-18,2025-12-27,2026-01-28,2026-06-25,1375.33,14.54,6,Monthly,Farming_Inputs,,29-Mar-1992,Married,3,Agriculture,40,200.86,0,Livestock,EcoCash,Harare RRP7437,0,2025-07-04,2025-07-22,2025-08-22,2027-01-13,640.32,117.12,18,Bi-Weekly,Equipment,Female,27-Jul-1984,Widowed,2,Informal_Sector,16,102.16,1,Vehicle,OneMoney,Harare UBN9469,3,2025-02-06,2025-02-14,2025-03-17,2025-08-13,2976.24,15.02,6,Monthly,Rent,Female,23-Oct-1979,Divorced,3,NGO,86,807.64,5,None,Cash,Mashonaland_West ERD6851,1,2026-01-22,2026-01-24,2026-02-24,2027-07-18,6103.55,,18,Monthly,Business_Expansion,Female,28-Aug-1997,Married,3,Government,46,484.61,1,Property,OneMoney,Harare QOF2168,0,2025-01-17,2025-02-06,2025-03-03,2026-02-01,3684.22,19.2,12,Monthly,Business_Expansion,Male,30-Jan-1993,Single,4,,121,,2,None,Cash,Manicaland PRF9554,1,2025-06-14,2025-07-01,2025-08-06,2028-06-15,740.01,13.8,36,Monthly,Stock_Purchase,Male,18-Aug-1995,Married,3,Informal_Sector,29,131.16,2,Savings,Bank_Transfer,Manicaland LVX2306,4,2025-07-29,2025-07-31,2025-09-09,2027-01-22,14541.78,14.05,18,Monthly,Vehicle,Male,25-Sep-1986,Single,,Agriculture,67,431.38,5,Savings,Cash,Mashonaland_West MKR1698,4,2025-05-04,2025-05-07,2025-06-02,2027-04-27,25850.02,19.33,24,Monthly,Equipment,Female,03-Sep-1988,Widowed,2,NGO,49,1116.26,0,Property,Bank_Transfer,Mashonaland_East CTP1782,1,2025-03-12,2025-03-16,2025-04-22,2026-03-11,5783.75,13.9,12,Monthly,Business_Expansion,Female,03-May-1980,Married,6,Government,205,482.79,3,None,Bank_Transfer,Mashonaland_West YUX4991,2,2025-05-25,2025-06-13,2025-07-10,2026-03-10,4172.66,101.23,9,Monthly,Equipment,Male,21-Oct-1983,Divorced,1,Construction,78,896.9,2,Guarantor,InnBucks,Matabeleland_South WKU8308,4,2025-03-09,2025-03-28,2025-04-28,2028-03-12,6443.14,14.93,36,Monthly,Equipment,Male,20-Dec-1984,,6,Retail_Trade,148,509.77,0,Vehicle,EcoCash,Bulawayo KLM9826,2,2025-01-04,2025-01-12,2025-02-23,2027-01-02,7159.18,11.6,24,Bi-Weekly,Farming_Inputs,Female,26-Mar-1999,Married,1,Retail_Trade,15,667.72,0,Livestock,EcoCash,Mashonaland_West IMJ8928,1,2025-03-07,2025-03-10,2025-04-21,2025-09-06,15444.78,15.49,6,Monthly,Stock_Purchase,Female,14-Feb-1991,Married,3,Finance,114,,1,Guarantor,Cash,Harare FFX0134,3,2025-07-29,2025-08-13,2025-09-19,2027-02-04,829.23,17.75,18,Monthly,School_Fees,Female,04-Feb-1996,Married,5,Agriculture,57,,1,Guarantor,Bank_Transfer,Mashonaland_East FPJ9006,2,2025-12-11,2026-01-01,2026-02-04,2026-06-30,5273.69,94.58,6,Weekly,Farming_Inputs,Male,30-May-1979,Married,,Agriculture,81,324.52,4,Guarantor,Bank_Transfer,Harare UUH5167,0,2025-02-10,2025-02-19,2025-03-19,2025-08-18,508.92,15.11,6,Monthly,Stock_Purchase,Female,17-Apr-1987,Married,1,Informal_Sector,22,237.88,4,Guarantor,OneMoney,Bulawayo VGA6455,3,2025-06-02,2025-06-09,2025-07-12,2025-12-06,2493.78,15.37,6,Monthly,Medical,Female,03-Dec-1993,Divorced,4,NGO,29,948.61,0,Savings,Cash,Manicaland CDT3301,1,2025-12-01,2025-12-18,2026-01-13,2027-06-11,1720.22,122.23,18,Monthly,Working_Capital,Female,30-Jan-1997,Married,2,Agriculture,31,198.31,7,None,Cash,Mashonaland_West KEP8508,0,2025-04-04,2025-04-23,2025-05-28,2026-04-18,3388.05,109.34,12,Monthly,Stock_Purchase,Female,05-Oct-1994,Married,4,Mining,82,1087.81,3,Property,EcoCash,Harare PNX5528,2,2025-04-16,2025-04-24,2025-06-04,2026-04-19,2984.5,71.16,12,Monthly,Working_Capital,Male,28-May-1967,Married,,Government,58,356.51,0,Livestock,EcoCash,Mashonaland_West DMC3452,4,2025-11-20,2025-11-22,2025-12-22,2029-11-01,2947.87,17.77,48,Monthly,Equipment,Female,16-May-1968,Married,4,Agriculture,57,,1,None,Cash,Harare YPX7333,2,2025-03-13,2025-03-22,2025-04-28,2025-09-18,4408.68,12.27,6,Bi-Weekly,Farming_Inputs,Male,12-Nov-1978,Widowed,4,Manufacturing,156,812.48,1,Livestock,EcoCash,Matabeleland_South CSI8065,0,2025-03-27,2025-04-12,2025-05-23,2025-07-11,999.88,130.6,3,Monthly,Wedding,Male,30-Sep-1989,Married,5,Agriculture,,431.72,4,Guarantor,Bank_Transfer,Mashonaland_West JGW6825,1,2025-07-21,2025-08-02,2025-09-13,2026-01-29,17010.99,13.09,6,Monthly,Business_Expansion,Male,19-Jun-1965,,,Transport,52,657.36,2,Property,EcoCash,Mashonaland_East JBC6586,1,2025-12-05,2025-12-17,2026-01-14,2026-06-15,8648.07,14.44,6,Monthly,Working_Capital,Male,01-May-1995,Widowed,2,Manufacturing,46,489.34,4,None,EcoCash,Bulawayo PYB9757,2,2025-07-04,2025-07-18,2025-08-26,2027-01-09,621.64,14.62,18,Monthly,Livestock,Female,08-Jun-2002,Single,,Agriculture,,96.68,2,None,Bank_Transfer,Harare VBB5768,1,2024-12-21,2025-01-11,2025-02-11,2027-01-01,5743.74,17.8,24,Weekly,Business_Expansion,Male,04-Mar-1994,Married,2,,10,487.26,4,Property,Bank_Transfer,Matabeleland_South XNQ8052,2,2026-02-23,2026-02-25,2026-04-01,2026-08-24,22437.84,81.96,6,Monthly,Farming_Inputs,Female,26-Dec-2003,Widowed,0,NGO,14,1910.66,0,Vehicle,EcoCash,Harare KCJ8578,5,2025-12-17,2025-12-22,2026-01-16,2026-01-21,465.21,16.62,1,Monthly,Personal,Female,22-Feb-2000,,4,Government,36,291.98,0,Guarantor,Bank_Transfer,Mashonaland_Central RAT6428,1,2025-10-30,2025-11-18,2025-12-26,2026-05-17,4501.25,94.78,6,Monthly,Business_Expansion,Male,19-Jul-1999,Married,0,Informal_Sector,43,227.45,1,Property,InnBucks,Harare ECA9346,3,2025-01-19,2025-02-06,2025-03-23,2026-07-31,2206.65,12.97,18,Monthly,Medical,Male,27-Dec-1966,Married,4,Mining,74,570.37,0,None,OneMoney,Midlands FIN5470,2,2025-06-25,2025-07-08,2025-08-12,2026-01-04,3294.8,67.15,6,Monthly,Equipment,Male,26-Sep-1990,Married,1,Informal_Sector,23,505.92,0,Property,Cash,Harare INH2355,2,2025-07-06,2025-07-18,2025-08-15,2027-07-08,5578.05,139.98,24,Monthly,,Female,19-Nov-1983,Married,3,Government,136,,0,Savings,OneMoney,Midlands OFC0099,0,2026-02-06,2026-02-10,2026-03-21,2026-05-11,3003.38,162.32,3,Bi-Weekly,Personal,Male,31-Dec-1967,Widowed,3,Agriculture,35,357.35,1,None,InnBucks,Manicaland LAF5061,1,2025-04-05,2025-04-15,2025-05-20,2026-10-07,5978.66,126.1,18,Monthly,Working_Capital,Male,01-Apr-2005,Single,0,Informal_Sector,12,415.37,2,Property,InnBucks,Masvingo CZL8124,1,2025-11-15,2025-11-20,2025-12-27,2027-05-14,3661.96,131.11,18,Weekly,Stock_Purchase,Male,14-Oct-1995,Divorced,4,Informal_Sector,34,450.05,3,Vehicle,Cash,Mashonaland_West DXI7734,0,2026-01-27,2026-01-30,2026-02-28,2026-07-29,2357.14,16.72,6,Bi-Weekly,Home_Improvement,Male,24-Mar-1981,Married,4,Retail_Trade,83,649.78,2,Savings,EcoCash,Mashonaland_East UZE5266,3,2025-01-13,2025-01-29,2025-03-12,2027-01-19,617.12,13.27,24,Monthly,Personal,Male,28-Jul-2006,Married,0,,13,306.44,0,None,EcoCash,Harare NQT7169,4,2025-12-26,2026-01-12,2026-02-26,2028-12-27,13720.58,17.4,36,Monthly,Home_Improvement,Male,16-Feb-1986,Married,4,Construction,87,681.84,0,None,EcoCash,Midlands ZGI6456,5,2025-10-01,2025-10-05,2025-11-04,2026-04-03,757.0,169.51,6,Monthly,Funeral,Male,01-Feb-1996,Married,3,Agriculture,73,402.24,0,None,EcoCash,Manicaland ALD4699,5,2025-06-19,2025-07-03,2025-08-14,2025-09-01,1137.05,148.12,2,Weekly,Rent,Male,19-Nov-1985,Married,1,Construction,31,550.17,2,Savings,OneMoney,Mashonaland_West MPP9322,2,2025-08-14,2025-08-22,2025-10-04,2027-08-12,12171.9,10.87,24,Monthly,Farming_Inputs,Male,11-Mar-1978,Married,6,Manufacturing,28,668.64,4,None,EcoCash,Mashonaland_West HHZ9924,1,2024-12-29,2025-01-02,2025-02-16,2025-07-01,4365.44,15.78,6,Weekly,Equipment,Female,29-Sep-1972,Married,8,Agriculture,60,231.84,0,Guarantor,InnBucks,Mashonaland_East IOY1053,4,2025-02-05,2025-02-07,2025-03-16,2029-01-17,13152.16,20.12,48,Monthly,Home_Improvement,Female,06-Mar-1969,Single,5,Government,116,762.4,4,Guarantor,OneMoney,Bulawayo QFA8583,1,2026-01-26,2026-02-04,2026-03-04,2029-01-19,14427.69,13.53,36,Monthly,Business_Expansion,Female,04-May-1991,Married,6,Education,81,792.05,6,None,OneMoney,Manicaland NON7673,0,2025-03-29,2025-04-18,2025-05-23,2025-07-17,1699.02,122.39,3,Monthly,Wedding,Male,13-Apr-2008,,1,,4,,2,None,EcoCash,Matabeleland_South GUG3740,1,2025-03-14,2025-03-26,2025-04-24,2026-03-21,4965.14,112.05,12,Monthly,Working_Capital,,15-Nov-1994,Married,6,Manufacturing,73,,4,,Bank_Transfer,Masvingo BWT9777,4,2024-12-16,2025-01-02,2025-02-01,2027-12-18,6783.88,16.37,36,Weekly,Vehicle,Male,13-Jun-1997,Married,1,Agriculture,52,,3,Savings,OneMoney,Manicaland YZZ8955,3,2025-02-24,2025-03-14,2025-04-15,2026-09-05,4632.75,17.8,18,Monthly,Rent,Female,30-Oct-1996,Married,1,Healthcare,75,905.02,1,Guarantor,EcoCash,Midlands QTQ0151,0,2025-06-25,2025-07-15,2025-08-22,2027-07-05,951.66,16.04,24,Monthly,Working_Capital,Female,08-Dec-1998,Married,,Informal_Sector,18,275.98,0,Savings,EcoCash,Matabeleland_North MQD0086,4,2025-03-27,2025-04-11,2025-05-13,2029-03-21,63256.82,109.92,48,Bi-Weekly,Equipment,Female,17-Sep-1958,Married,7,Telecom,84,2058.87,2,Property,Bank_Transfer,Manicaland IEP8756,1,2025-10-01,2025-10-18,2025-11-28,2026-10-13,20732.49,14.69,12,Monthly,Equipment,Female,28-Oct-1967,Divorced,4,,94,862.07,1,Property,Bank_Transfer,Matabeleland_North HLV4294,3,2025-01-28,2025-02-01,2025-03-06,2026-01-27,237.33,13.86,12,Monthly,Rent,Female,16-Sep-1992,Married,4,Informal_Sector,8,112.41,6,Guarantor,Bank_Transfer,Mashonaland_East IWW1700,0,2025-06-21,2025-06-28,2025-07-24,2026-06-23,3449.46,143.66,12,Monthly,Funeral,Male,20-Dec-1982,Widowed,4,Finance,135,895.73,1,None,Cash,Masvingo LMB1742,3,2025-10-03,2025-10-12,2025-11-16,2026-10-07,592.89,19.47,12,Monthly,Rent,Female,18-Oct-1999,Widowed,5,Agriculture,13,159.15,3,None,Bank_Transfer,Harare IZN0947,1,2025-10-04,2025-10-09,2025-11-07,2028-09-23,1451.35,131.83,36,Monthly,Business_Expansion,Female,09-Sep-1973,Widowed,6,Informal_Sector,7,134.62,4,None,EcoCash,Manicaland UGS7726,0,2025-07-01,2025-07-17,2025-08-21,2027-07-07,1388.15,175.69,24,Monthly,Rent,Male,24-Jul-1982,Married,6,Retail_Trade,,768.65,2,None,OneMoney,Bulawayo TGD8975,3,2025-06-07,2025-06-25,2025-07-23,2025-12-22,2849.1,16.74,6,Monthly,School_Fees,Female,02-Feb-1962,Married,1,Manufacturing,40,754.58,3,None,Bank_Transfer,Midlands DNP1343,0,2025-05-22,2025-05-29,2025-06-28,2027-05-19,1365.63,,24,Monthly,School_Fees,Female,15-Oct-1998,Married,,Government,99,399.47,5,,EcoCash,Harare RZJ7547,0,2025-06-04,2025-06-13,2025-07-09,2026-12-05,2725.53,128.23,18,Monthly,School_Fees,Female,15-Apr-1983,Married,5,Transport,40,361.62,1,Vehicle,InnBucks,Mashonaland_East DGD5941,2,2025-07-27,2025-08-04,2025-09-03,2027-01-26,10656.53,84.99,18,Bi-Weekly,Farming_Inputs,Male,22-Sep-1977,Married,3,Transport,134,948.95,0,Property,EcoCash,Mashonaland_East YAN5151,2,2025-08-13,2025-08-22,2025-09-18,2026-02-18,2817.96,69.82,6,Bi-Weekly,Farming_Inputs,Male,23-Jan-1994,Married,3,Informal_Sector,22,383.78,4,Savings,OneMoney,Bulawayo MSV2708,1,2025-11-30,2025-12-01,2025-12-27,2026-11-26,4105.01,14.71,12,Monthly,Business_Expansion,Male,25-Oct-1969,Married,3,Manufacturing,10,387.97,1,None,EcoCash,Mashonaland_East WFW6623,1,2026-01-25,2026-01-27,2026-03-07,2028-01-17,16639.17,105.4,24,Monthly,Stock_Purchase,Female,24-Apr-1981,Married,1,Mining,81,1432.6,0,Property,Cash,Harare QPH7678,2,2025-08-01,2025-08-09,2025-09-07,2026-08-04,2249.87,12.85,12,Monthly,Working_Capital,Male,23-Nov-1967,Married,3,Informal_Sector,16,213.43,3,None,Cash,Mashonaland_Central RHF7227,2,2025-02-09,2025-02-10,2025-03-22,2027-01-31,3409.12,78.51,24,Bi-Weekly,Farming_Inputs,Male,14-Aug-1981,Married,5,Agriculture,134,270.22,2,Savings,InnBucks,Manicaland QGG1694,4,2025-08-18,2025-08-27,2025-10-03,2028-08-11,15158.58,13.19,36,Monthly,Home_Improvement,Male,21-Dec-1968,Married,2,Government,141,836.59,1,Property,EcoCash,Mashonaland_East LCP5425,0,2026-01-18,2026-02-08,2026-03-17,2026-05-09,2681.08,80.59,3,Monthly,School_Fees,Male,13-Feb-1976,Married,4,Education,26,644.23,2,None,InnBucks,Harare RNR1236,0,2025-03-01,2025-03-21,2025-05-05,2027-03-11,3201.65,17.52,24,Monthly,Farming_Inputs,Female,25-Apr-1967,Married,4,Informal_Sector,16,354.35,2,Savings,InnBucks,Harare CZR9446,4,2025-10-05,2025-10-10,2025-11-06,2027-04-03,11205.55,17.53,18,Weekly,Vehicle,Male,25-Mar-1999,Married,1,Agriculture,,358.14,0,Property,OneMoney,Harare CWM6629,0,2025-01-12,2025-01-18,2025-03-03,2026-01-13,2039.77,114.55,12,Monthly,Debt_Consolidation,Female,19-Feb-1969,Married,5,Transport,,,0,Savings,EcoCash,Bulawayo OHR2811,0,2025-09-09,2025-09-21,2025-11-03,2026-09-16,945.29,134.59,12,Monthly,Equipment,Male,12-Jan-2005,Single,2,Construction,5,132.49,1,Vehicle,EcoCash,Manicaland DOB2836,1,2025-10-07,2025-10-27,2025-12-07,2026-10-22,2391.24,16.6,12,Bi-Weekly,Equipment,Male,31-Jan-1995,Married,,Construction,,341.73,1,Vehicle,Bank_Transfer,Harare WSR4692,5,2025-06-02,2025-06-23,2025-08-05,2025-08-22,1208.96,159.89,2,Weekly,Personal,Male,23-Nov-1995,Married,3,Telecom,74,1520.84,2,Vehicle,Cash,Mashonaland_West UJX1851,0,2025-09-20,2025-09-26,2025-10-22,2026-09-21,788.47,137.2,12,Monthly,Debt_Consolidation,Female,14-Jul-1970,Married,3,Agriculture,70,,1,Vehicle,InnBucks,Mashonaland_West CLF3763,1,2025-03-01,2025-03-20,2025-04-19,2026-09-11,3884.54,91.12,18,Monthly,Equipment,Male,02-Apr-1996,Married,4,Transport,89,223.53,0,None,OneMoney,Harare YKY6460,0,2025-03-13,2025-04-03,2025-05-09,2025-09-30,647.16,16.32,6,Monthly,Business_Expansion,Male,29-May-1995,Married,2,Agriculture,74,117.63,0,None,Bank_Transfer,Harare YEE0005,2,2025-11-06,2025-11-13,2025-12-21,2026-05-12,1003.13,14.68,6,Monthly,Working_Capital,Male,01-Dec-1996,Single,5,Transport,,217.92,0,Savings,Bank_Transfer,Masvingo LRK1521,1,2025-11-25,2025-12-10,2026-01-14,2028-11-24,6239.28,13.28,36,Monthly,Working_Capital,Male,17-Dec-1993,Single,3,Agriculture,77,,1,Guarantor,EcoCash,Bulawayo FOB8975,1,2025-01-30,2025-01-31,2025-02-27,2028-01-16,2651.95,110.17,36,Monthly,Business_Expansion,Male,15-May-1975,Married,4,Agriculture,96,,4,Livestock,EcoCash,Mashonaland_East ZJC6844,2,2026-01-21,2026-01-31,2026-03-15,2027-01-26,2138.46,123.98,12,Bi-Weekly,Farming_Inputs,Female,16-Jan-1968,Divorced,5,Education,170,345.67,1,Property,InnBucks,Matabeleland_South SQO4595,2,2026-01-29,2026-02-05,2026-03-10,2028-01-26,2412.16,93.86,24,Bi-Weekly,Farming_Inputs,Male,17-Apr-1967,Married,6,Informal_Sector,45,383.95,3,None,,Midlands YJU4611,5,2025-06-02,2025-06-18,2025-07-24,2025-09-16,764.53,118.44,3,Monthly,Rent,Female,12-Feb-1977,Divorced,7,Retail_Trade,46,497.68,0,Livestock,Bank_Transfer,Bulawayo PKJ5453,1,2025-11-16,2025-11-20,2025-12-24,2028-11-04,16707.44,14.16,36,Monthly,Working_Capital,Male,11-Dec-1979,Married,5,NGO,87,,3,Property,InnBucks,Harare NRJ9279,2,2025-09-18,2025-10-02,2025-11-10,2026-09-27,7306.36,83.16,12,Monthly,Farming_Inputs,Male,28-Jul-1989,Divorced,2,Education,,752.93,2,,OneMoney,Midlands ZLB3853,1,2025-12-13,2025-12-24,2026-02-05,2026-12-19,16653.89,15.99,12,Monthly,Equipment,Female,12-Oct-1994,Married,2,Manufacturing,56,1030.51,0,Vehicle,Bank_Transfer,Harare YPE2843,1,2025-01-24,2025-02-07,2025-03-22,2026-02-02,4751.24,123.77,12,Monthly,Working_Capital,Female,27-Apr-1986,Divorced,2,Retail_Trade,78,329.11,1,None,OneMoney,Harare OMB2404,2,2025-04-12,2025-05-01,2025-06-13,2027-04-21,6205.0,89.45,24,Monthly,Farming_Inputs,Male,16-May-1983,Widowed,3,Finance,45,,3,Guarantor,OneMoney,Harare QXQ5371,0,2026-01-23,2026-01-29,2026-03-03,2027-01-24,864.53,99.16,12,Monthly,Working_Capital,Male,01-Jun-1980,Married,3,Retail_Trade,58,250.02,0,Savings,Bank_Transfer,Mashonaland_Central DWP4776,5,2025-01-01,2025-01-20,2025-02-25,2025-04-20,225.51,151.87,3,Monthly,Medical,Male,19-Sep-2002,Divorced,0,Agriculture,13,178.72,1,None,EcoCash,Bulawayo DYC3729,2,2025-12-12,2025-12-29,2026-02-04,2026-12-24,3191.13,95.37,12,Monthly,Farming_Inputs,Male,16-Mar-1994,Single,1,Agriculture,,,2,Guarantor,EcoCash,Masvingo SYA5630,5,2025-02-21,2025-03-08,2025-04-04,2025-04-07,132.9,169.31,1,Monthly,Personal,Male,24-Jul-2005,Single,1,Agriculture,20,,1,Savings,EcoCash,Mashonaland_West FSZ0753,3,2026-02-08,2026-02-28,2026-04-11,2027-08-22,2560.64,83.13,18,Monthly,Personal,Male,30-Sep-1995,Single,3,Healthcare,35,711.81,3,None,InnBucks,Mashonaland_West IKJ9927,0,2026-01-30,2026-02-11,2026-03-19,2027-02-06,1701.58,16.39,12,Monthly,School_Fees,Male,21-Mar-1973,Married,2,Agriculture,60,253.88,4,,OneMoney,Mashonaland_Central LLO0013,2,2025-03-18,2025-03-31,2025-05-11,2026-03-26,3140.38,86.6,12,Monthly,Farming_Inputs,Female,18-Aug-1963,Married,5,Retail_Trade,,284.41,0,Guarantor,Bank_Transfer,Matabeleland_South LJC9413,0,2025-07-27,2025-07-29,2025-08-23,2026-07-24,2936.35,147.25,12,Monthly,Livestock,Female,11-Jan-1996,Divorced,6,Agriculture,110,440.65,6,Guarantor,EcoCash,Harare GZR7220,0,2025-01-16,2025-01-24,2025-03-05,2025-07-23,811.02,85.6,6,Weekly,Personal,Male,06-Jun-1987,Married,3,Agriculture,67,434.71,2,None,EcoCash,Midlands MLF4890,0,2025-06-20,2025-06-23,2025-07-23,2027-06-13,540.03,16.11,24,Monthly,Rent,Male,08-Sep-1984,Widowed,5,,101,323.65,5,Vehicle,EcoCash,Mashonaland_Central HKX2217,2,2025-10-03,2025-10-18,2025-11-22,2027-04-11,661.22,100.5,18,Monthly,Livestock,Female,21-Jul-1973,Widowed,7,Informal_Sector,3,268.3,3,Livestock,Bank_Transfer,Mashonaland_East HLP8891,0,2024-12-31,2025-01-17,2025-02-20,2025-07-16,3867.57,118.35,6,Monthly,Debt_Consolidation,Male,28-Nov-1983,Single,6,Mining,130,1212.3,3,Savings,Bank_Transfer,Bulawayo YSD8942,5,2025-04-20,2025-05-07,2025-06-21,2025-08-05,585.81,188.65,3,Monthly,Medical,Male,06-Mar-1975,Widowed,3,Informal_Sector,36,550.27,4,,Cash,Masvingo VJC3345,0,2025-06-27,2025-07-06,2025-08-20,2026-01-02,7688.38,106.01,6,Monthly,Stock_Purchase,Male,06-Dec-1989,Single,1,Telecom,34,1422.67,1,Guarantor,Cash,Midlands JQU6225,4,2025-09-01,2025-09-16,2025-10-14,2026-09-11,22342.21,20.75,12,Monthly,Equipment,Male,21-Mar-1969,Married,5,Retail_Trade,125,740.94,5,,Cash,Harare YXV2150,0,2025-11-16,2025-11-23,2025-12-23,2026-02-21,261.92,89.6,3,Monthly,School_Fees,Female,18-Jun-1995,Single,5,Agriculture,,86.65,0,None,OneMoney,Mashonaland_East NVJ1683,3,2025-02-20,2025-03-13,2025-04-15,2025-09-09,458.2,14.96,6,Monthly,School_Fees,Female,28-Mar-1998,Divorced,2,Agriculture,74,212.64,3,None,Bank_Transfer,Masvingo OFD9452,1,2025-11-07,2025-11-09,2025-12-12,2026-11-04,2507.3,104.09,12,Monthly,Equipment,Female,18-Nov-2001,Married,2,Informal_Sector,45,266.65,1,Savings,EcoCash,Mashonaland_East NII5419,5,2025-07-28,2025-08-16,2025-09-20,2026-02-12,1087.9,183.55,6,Weekly,Funeral,Male,09-Dec-1967,Married,1,Retail_Trade,80,664.43,1,Vehicle,EcoCash,Manicaland JWC1566,3,2026-01-17,2026-02-06,2026-03-14,2028-01-27,2635.94,18.03,24,Monthly,School_Fees,Male,11-Feb-1997,Married,2,Manufacturing,57,,2,None,Cash,Matabeleland_South AXY5191,0,2025-02-12,2025-03-05,2025-04-03,2027-02-23,1077.2,146.33,24,Monthly,Debt_Consolidation,Female,28-Apr-1973,Married,5,Construction,24,,1,None,Bank_Transfer,Mashonaland_West DDA3048,1,2025-10-22,2025-11-03,2025-12-08,2027-10-24,7254.4,133.59,24,Monthly,Business_Expansion,Male,06-Sep-1996,Married,2,Retail_Trade,35,364.56,2,Property,InnBucks,Midlands AEU2727,0,2025-09-23,2025-10-05,2025-11-07,2026-04-03,919.8,16.08,6,Weekly,Funeral,Male,17-Oct-1991,Married,0,Informal_Sector,7,356.11,1,None,,Harare MXK4708,1,2025-12-03,2025-12-23,2026-01-20,2026-12-18,3711.41,15.29,12,Monthly,Working_Capital,Male,15-Jun-1962,Married,8,Education,29,291.58,5,None,EcoCash,Harare WMU7184,0,2026-02-09,2026-02-28,2026-04-03,2026-08-27,1474.37,106.19,6,Monthly,Wedding,Male,31-Jan-1972,Married,6,Healthcare,89,707.38,3,Guarantor,InnBucks,Matabeleland_North QLP8362,1,2025-01-22,2025-02-01,2025-02-28,2025-07-31,2020.84,13.55,6,Monthly,Business_Expansion,Male,08-Aug-1992,Single,3,Agriculture,100,118.89,5,Livestock,EcoCash,Manicaland WQS3967,1,2025-05-30,2025-06-18,2025-07-17,2028-06-02,11577.23,12.83,36,Monthly,Stock_Purchase,Female,10-Jul-1985,Married,3,Manufacturing,92,571.74,2,Vehicle,EcoCash,Manicaland RTU5105,3,2025-06-21,2025-06-30,2025-08-14,2026-06-25,2500.82,11.69,12,Monthly,Personal,Male,09-May-1981,Married,4,,,1057.13,1,None,Bank_Transfer,Masvingo VBA4441,0,2025-09-10,2025-09-22,2025-11-01,2026-03-21,1155.52,14.62,6,Monthly,Personal,Male,01-Jan-2008,Single,0,Transport,3,452.77,6,Property,Bank_Transfer,Harare CYN3583,3,2025-05-06,2025-05-15,2025-06-26,2025-11-11,1132.4,14.76,6,Monthly,Medical,Male,25-Apr-1983,Single,2,Mining,59,755.23,5,None,Cash,Manicaland BDO4886,4,2025-05-06,2025-05-18,2025-06-28,2027-05-08,15458.85,15.87,24,Monthly,Equipment,Male,27-Sep-1972,Single,2,Healthcare,,439.93,0,Guarantor,InnBucks,Matabeleland_South YVV6051,3,2025-11-21,2025-11-23,2025-12-24,2027-05-17,2030.61,17.82,18,Monthly,School_Fees,Male,06-Mar-1975,Divorced,5,Telecom,77,523.53,4,Savings,Bank_Transfer,Harare WGP1526,4,2025-01-05,2025-01-19,2025-02-27,2026-07-13,5136.87,15.35,18,Monthly,Home_Improvement,Male,14-Dec-1988,Single,4,Informal_Sector,4,252.15,2,None,Cash,Manicaland UDV5640,1,2025-10-15,2025-10-17,2025-11-22,2026-04-15,12536.37,12.62,6,Monthly,Working_Capital,Female,06-Feb-1982,Married,7,NGO,34,875.38,4,Property,EcoCash,Harare WVT1418,5,2025-03-03,2025-03-23,2025-04-28,2025-06-21,1656.38,150.4,3,Bi-Weekly,Personal,Female,09-Jan-2005,Married,1,Finance,21,1105.23,0,None,EcoCash,Mashonaland_West BLC0999,4,2025-10-09,2025-10-15,2025-11-10,2028-09-29,5473.73,15.98,36,Monthly,Vehicle,Male,30-Mar-1996,Single,,Informal_Sector,,288.37,0,None,Cash,Mashonaland_East ENP7533,5,2025-10-09,2025-10-14,2025-11-21,2026-04-12,964.02,121.86,6,Bi-Weekly,Medical,Male,18-Jan-1974,Divorced,1,Construction,12,955.06,0,None,Bank_Transfer,Bulawayo AEY8698,1,2025-10-17,2025-11-04,2025-12-11,2027-04-28,5999.45,14.65,18,Monthly,Stock_Purchase,Female,03-Feb-1975,Married,2,Agriculture,40,258.35,5,Property,OneMoney,Matabeleland_North NHP0064,1,2026-02-07,2026-02-08,2026-03-12,2027-08-02,1491.63,14.42,18,Monthly,,Female,14-Oct-1966,Married,,Informal_Sector,19,233.59,1,None,Bank_Transfer,Mashonaland_East AYD3935,0,2025-04-06,2025-04-20,2025-05-23,2026-04-15,547.0,134.04,12,Monthly,Rent,Female,13-Mar-2007,Single,3,Informal_Sector,8,164.44,0,,EcoCash,Bulawayo UEM2638,1,2025-06-03,2025-06-12,2025-07-17,2028-05-27,4305.76,14.39,36,Bi-Weekly,Business_Expansion,Male,13-May-1963,Married,,Government,,516.41,2,Guarantor,Cash,Mashonaland_Central GKK6297,2,2025-02-15,2025-03-08,2025-04-19,2025-12-03,5883.04,16.75,9,Bi-Weekly,Farming_Inputs,Male,17-Nov-1994,Married,3,Government,83,813.9,0,Property,Bank_Transfer,Harare PTR1163,1,2025-06-24,2025-07-10,2025-08-11,2027-06-30,16523.88,15.01,24,Monthly,Working_Capital,Male,13-Dec-1997,Divorced,3,Finance,60,1678.6,2,Vehicle,Bank_Transfer,Bulawayo GBT2034,4,2026-01-24,2026-02-07,2026-03-12,2028-01-28,2806.38,16.07,24,Monthly,Vehicle,Female,17-Mar-1991,Married,4,,,188.62,1,None,EcoCash,Manicaland WJY4048,1,2025-09-12,2025-09-19,2025-10-26,2026-09-14,3949.11,93.98,12,Monthly,Stock_Purchase,Female,20-Nov-1963,Married,3,Mining,43,710.5,1,None,,Mashonaland_East TCH2635,1,2026-01-12,2026-01-29,2026-02-26,2027-01-24,15663.48,103.53,12,Bi-Weekly,Working_Capital,Male,07-Mar-1973,Married,0,Government,128,599.28,0,Property,Bank_Transfer,Harare NLF0803,3,2025-11-20,2025-12-11,2026-01-21,2026-06-09,4135.64,16.82,6,Weekly,Medical,Male,19-Aug-1977,Divorced,5,Manufacturing,26,916.42,4,Savings,OneMoney,Mashonaland_West RPI7686,2,2026-02-20,2026-02-24,2026-03-28,2026-08-23,3005.31,15.16,6,Monthly,Equipment,Male,16-Jun-1985,Divorced,4,Healthcare,,281.2,1,Vehicle,EcoCash,Bulawayo GNY5436,2,2025-08-06,2025-08-12,2025-09-12,2026-08-07,8207.85,71.52,12,Monthly,Farming_Inputs,Female,06-Sep-1979,Divorced,8,Government,103,578.57,0,None,InnBucks,Harare EXQ5477,0,2025-08-27,2025-09-14,2025-10-27,2027-03-08,1198.53,93.32,18,Monthly,Debt_Consolidation,Male,11-Oct-1993,Married,2,Retail_Trade,102,307.12,1,Guarantor,Cash,Harare IOS5691,1,2025-11-22,2025-12-11,2026-01-05,2028-11-25,5501.44,12.14,36,Bi-Weekly,Working_Capital,Male,05-Sep-1982,Single,3,Informal_Sector,33,227.83,1,Savings,Bank_Transfer,Bulawayo VUC7832,1,2025-05-08,2025-05-15,2025-06-21,2026-05-10,3765.43,95.61,12,Monthly,Stock_Purchase,Male,28-Jan-1994,Single,4,Agriculture,109,285.94,3,None,EcoCash,Mashonaland_Central SXL6599,0,2025-06-11,2025-06-20,2025-07-19,2026-06-15,2211.87,17.39,12,Weekly,Equipment,Female,23-May-2001,Single,5,Government,23,571.53,2,Property,Cash,Matabeleland_South KIS6550,0,2026-01-18,2026-02-06,2026-03-12,2028-01-27,1967.29,127.01,24,Monthly,Funeral,Female,06-May-1994,Single,6,Retail_Trade,32,527.38,3,None,EcoCash,Bulawayo IFX6470,0,2025-12-18,2025-12-27,2026-01-25,2026-06-25,1544.2,14.67,6,Monthly,Rent,Male,02-Feb-1996,Single,3,Retail_Trade,59,306.34,2,Property,Bank_Transfer,Harare QDG2834,5,2025-04-25,2025-05-08,2025-06-16,2025-08-06,185.58,140.61,3,Bi-Weekly,Personal,Female,02-May-1982,Married,3,Agriculture,,246.37,7,None,EcoCash,Manicaland TML4354,2,2025-05-10,2025-05-24,2025-06-25,2026-11-15,5317.77,12.36,18,Bi-Weekly,Equipment,Male,19-Oct-1967,Married,3,Informal_Sector,16,395.67,1,Savings,Bank_Transfer,Midlands VOU6894,3,2025-03-05,2025-03-22,2025-04-18,2026-09-13,5331.93,18.8,18,Monthly,School_Fees,Female,27-Jan-1998,Single,3,Mining,34,1045.94,1,Guarantor,EcoCash,Mashonaland_East LMW5498,3,2025-02-28,2025-03-03,2025-04-08,2026-02-26,2361.87,14.43,12,Monthly,School_Fees,Female,11-Apr-1970,Single,2,Government,51,780.81,1,None,Bank_Transfer,Harare IRR9834,2,2025-12-24,2025-12-31,2026-02-08,2026-06-29,4967.62,104.69,6,Monthly,,Male,17-Jun-1977,Married,3,Construction,114,523.58,0,,Cash,Mashonaland_West XUU3875,2,2025-01-01,2025-01-19,2025-02-24,2025-10-16,4000.46,11.96,9,Monthly,Farming_Inputs,Female,15-Feb-1978,Divorced,1,Government,134,319.26,1,Livestock,EcoCash,Harare PPN1291,4,2025-06-21,2025-07-11,2025-08-19,2027-07-01,7888.12,18.77,24,Monthly,Equipment,Male,29-Dec-1988,Single,3,Education,90,,4,Vehicle,Bank_Transfer,Harare GPS4832,1,2025-08-18,2025-08-30,2025-10-05,2026-02-26,8375.7,109.78,6,Monthly,Business_Expansion,Male,07-May-1994,Married,1,Government,81,,1,Property,Cash,Matabeleland_South BBY4907,3,2025-07-04,2025-07-10,2025-08-12,2027-06-30,606.01,15.06,24,Weekly,Rent,Male,09-May-1989,Single,2,Manufacturing,50,189.76,4,Savings,Cash,Harare XWH0239,1,2025-05-29,2025-06-12,2025-07-08,2028-05-27,1255.87,117.45,36,Monthly,Business_Expansion,Male,29-Nov-1972,Widowed,2,Agriculture,69,159.83,3,None,Cash,Manicaland GCY7299,2,2026-02-02,2026-02-11,2026-03-21,2026-11-08,8534.68,93.37,9,Weekly,Farming_Inputs,Female,09-Mar-1995,Single,3,,44,682.28,4,None,EcoCash,Midlands SFL0656,1,2025-05-10,2025-05-27,2025-07-09,2028-05-11,10123.53,108.11,36,Monthly,Stock_Purchase,Female,16-Feb-1969,Divorced,6,Retail_Trade,,729.59,1,Livestock,OneMoney,Manicaland ROG6364,1,2025-01-15,2025-01-26,2025-02-21,2027-01-16,9754.17,78.37,24,Monthly,Working_Capital,Female,16-Nov-1984,Divorced,2,Mining,52,770.46,2,None,EcoCash,Bulawayo CJP1826,1,2025-03-10,2025-03-29,2025-05-06,2026-03-24,1806.48,103.56,12,Monthly,Equipment,Male,13-Mar-1967,Divorced,3,Agriculture,84,116.24,2,Guarantor,EcoCash,Masvingo XNB4879,3,2025-05-14,2025-06-02,2025-07-13,2026-11-24,1693.89,14.69,18,Monthly,Debt_Consolidation,Male,09-Feb-1958,Married,0,,61,606.46,5,None,InnBucks,Masvingo GHW7497,4,2025-05-10,2025-05-25,2025-07-01,2027-05-15,19565.53,16.21,24,Monthly,Equipment,Male,11-Dec-1993,Married,2,Retail_Trade,49,936.5,0,Vehicle,EcoCash,Manicaland CIA7291,4,2025-11-24,2025-11-25,2025-12-25,2027-05-19,9547.68,18.19,18,Monthly,Equipment,Male,25-Jan-1961,Married,3,Construction,,656.24,2,Livestock,Bank_Transfer,Mashonaland_East JHN6870,4,2025-03-11,2025-03-28,2025-04-28,2026-09-19,15290.6,91.92,18,Monthly,Equipment,Female,25-Aug-1977,Married,1,Education,,656.2,1,None,EcoCash,Matabeleland_North UHA4462,4,2025-09-27,2025-10-10,2025-11-16,2028-09-24,7407.12,15.1,36,Monthly,Home_Improvement,Male,02-Mar-1994,Single,2,Construction,89,,3,Property,Bank_Transfer,Mashonaland_West WHC6939,2,2025-10-30,2025-11-01,2025-12-07,2026-07-29,18892.95,81.99,9,Monthly,Equipment,Male,19-Apr-1994,Single,3,Telecom,102,2094.38,0,Livestock,EcoCash,Harare LDR6471,3,2025-09-21,2025-10-12,2025-11-14,2026-10-07,1229.64,13.91,12,Monthly,School_Fees,Female,26-Sep-1961,Widowed,6,Government,139,600.33,0,None,InnBucks,Harare PMR0233,4,2025-08-25,2025-09-13,2025-10-09,2026-09-08,4091.85,15.45,12,Monthly,Vehicle,Female,31-Jan-2003,Single,1,Informal_Sector,,162.58,3,Vehicle,Bank_Transfer,Mashonaland_West MQL6945,0,2025-02-28,2025-03-21,2025-04-17,2026-03-16,363.42,140.23,12,Monthly,Farming_Inputs,Female,10-Dec-1979,Divorced,3,Informal_Sector,36,125.37,5,None,Bank_Transfer,Manicaland DWV0912,1,2025-02-20,2025-02-23,2025-03-28,2027-02-13,8243.19,108.67,24,Bi-Weekly,Stock_Purchase,Male,01-Feb-1998,Married,2,Education,97,454.8,4,Property,InnBucks,Mashonaland_West UPA3518,2,2025-03-04,2025-03-16,2025-04-25,2025-12-11,2487.12,123.3,9,Monthly,Equipment,Male,08-Nov-1982,Married,1,Informal_Sector,33,,4,Property,EcoCash,Matabeleland_North BHB0424,3,2025-06-15,2025-07-02,2025-08-05,2026-06-27,1357.63,15.85,12,Monthly,Medical,Male,17-Jan-1978,Married,1,Retail_Trade,57,437.6,1,None,Bank_Transfer,Bulawayo AST9794,3,2025-09-01,2025-09-20,2025-11-01,2026-09-15,1719.51,13.58,12,Bi-Weekly,Medical,Female,16-Jan-2003,Divorced,,Agriculture,28,476.27,1,Guarantor,Cash,Mashonaland_West GSY3503,0,2025-07-08,2025-07-09,2025-08-03,2026-01-05,2409.78,88.31,6,Bi-Weekly,Equipment,Male,08-Nov-2005,Single,,Manufacturing,14,,0,Guarantor,Bank_Transfer,Matabeleland_North ECI4878,0,2025-01-17,2025-01-25,2025-03-04,2026-07-19,1954.27,113.53,18,Monthly,Rent,Female,28-Nov-1996,Married,4,Informal_Sector,27,487.19,5,None,Cash,Manicaland IOB3543,4,2025-11-18,2025-11-23,2025-12-19,2028-11-07,6760.25,14.85,36,Monthly,Home_Improvement,Female,03-Dec-1993,Married,3,Retail_Trade,40,343.64,1,Vehicle,Cash,Harare SLM3548,2,2025-09-30,2025-10-03,2025-11-05,2026-09-28,4252.87,119.75,12,Monthly,Farming_Inputs,Female,28-Jul-1992,Married,3,Government,76,662.37,0,Livestock,OneMoney,Manicaland HBR8681,1,2025-05-18,2025-06-08,2025-07-03,2027-05-29,4932.83,109.02,24,Monthly,Stock_Purchase,Male,15-May-1988,Married,1,Agriculture,57,223.38,1,Vehicle,Bank_Transfer,Matabeleland_North AIG2884,0,2026-01-20,2026-02-03,2026-03-03,2027-07-28,1822.34,118.04,18,Monthly,Medical,Male,07-Jun-1981,Married,4,Retail_Trade,13,547.8,3,Savings,EcoCash,Harare YBL4627,1,2025-03-12,2025-03-19,2025-04-26,2026-03-14,6698.27,13.82,12,Monthly,Stock_Purchase,Male,28-Jan-1982,Married,6,,59,,0,Guarantor,EcoCash,Harare TCE5274,3,2025-07-28,2025-08-13,2025-09-08,2026-02-09,1290.52,15.65,6,Monthly,School_Fees,Male,01-Jul-1983,Divorced,3,Education,25,480.42,4,None,Cash,Harare YWD6282,0,2025-11-18,2025-11-27,2026-01-11,2026-11-22,6616.27,96.59,12,Monthly,Vehicle,Female,05-Oct-1992,Married,0,Transport,54,935.32,0,Savings,EcoCash,Mashonaland_West GYW7356,0,2024-12-20,2025-01-07,2025-02-04,2026-07-01,253.47,106.53,18,Bi-Weekly,Rent,Female,25-Nov-1982,Divorced,0,Agriculture,57,81.32,1,,Cash,Mashonaland_West UOF5714,3,2026-02-22,2026-02-27,2026-04-09,2026-08-26,1678.58,12.37,6,Weekly,Rent,Female,10-Aug-1961,Divorced,4,Mining,51,472.54,5,Guarantor,InnBucks,Mashonaland_West ACU1723,4,2025-01-29,2025-02-09,2025-03-19,2028-01-25,10278.43,17.44,36,Monthly,Vehicle,Female,12-Dec-2004,Single,1,Telecom,8,,2,Savings,Cash,Mashonaland_East JYB7426,1,2025-12-31,2026-01-09,2026-02-11,2027-07-03,5928.1,108.16,18,Monthly,Working_Capital,Female,04-Jun-1972,Married,5,Agriculture,50,413.21,2,,Bank_Transfer,Masvingo IAD5127,1,2025-06-23,2025-07-13,2025-08-26,2026-01-09,18796.52,13.69,6,Monthly,Equipment,Male,08-Sep-1981,Single,1,Healthcare,127,776.08,5,Vehicle,Cash,Manicaland LQY2307,2,2025-04-08,2025-04-18,2025-05-24,2026-01-13,3500.89,9.53,9,Monthly,Equipment,Male,13-Mar-2004,Single,0,Manufacturing,17,527.68,1,Livestock,Bank_Transfer,Harare QNB0256,0,2025-10-10,2025-10-14,2025-11-23,2026-10-09,1882.34,,12,Bi-Weekly,Vehicle,Male,01-Aug-1976,Married,4,Manufacturing,84,399.44,1,Livestock,EcoCash,Masvingo CNN9280,1,2025-06-16,2025-07-03,2025-08-12,2028-06-17,12155.2,12.83,36,Monthly,Working_Capital,Female,21-Sep-1991,Divorced,3,Healthcare,63,887.8,4,Guarantor,InnBucks,Bulawayo LJL4826,1,2025-01-09,2025-01-12,2025-02-06,2026-01-07,7493.91,15.99,12,Monthly,Stock_Purchase,Female,16-Mar-1992,Married,3,Construction,96,736.32,3,Guarantor,EcoCash,Mashonaland_Central RLE6077,2,2026-01-12,2026-01-31,2026-03-04,2026-07-30,7354.3,94.41,6,Monthly,Equipment,Male,18-Aug-1984,Divorced,6,NGO,33,1338.22,1,Livestock,EcoCash,Mashonaland_East UBZ8854,1,2026-01-14,2026-01-23,2026-02-26,2026-07-22,2395.53,110.6,6,Monthly,Equipment,Female,03-Nov-1968,Married,4,Informal_Sector,22,412.52,5,None,Bank_Transfer,Harare PBL9060,4,2025-05-19,2025-06-01,2025-07-01,2027-05-22,22432.09,18.42,24,Monthly,Equipment,Female,14-Feb-1972,Married,6,Government,75,782.78,0,Guarantor,InnBucks,Harare HON4195,0,2025-07-11,2025-07-22,2025-08-22,2026-01-18,1466.36,117.96,6,Monthly,Home_Improvement,Female,27-Oct-1999,Married,4,Agriculture,20,316.38,3,Vehicle,EcoCash,Harare LKE7887,0,2025-06-03,2025-06-11,2025-07-24,2026-06-06,3982.83,119.52,12,Monthly,Farming_Inputs,Male,26-Mar-1998,Married,3,Government,45,826.52,0,Vehicle,EcoCash,Masvingo HOA3501,0,2025-09-27,2025-10-05,2025-11-14,2026-01-03,1604.55,89.43,3,Monthly,Business_Expansion,Female,31-Mar-1962,Single,4,Agriculture,87,392.15,7,Savings,Cash,Matabeleland_North YSN0341,4,2025-05-03,2025-05-17,2025-06-19,2026-11-08,3975.31,16.05,18,Monthly,Equipment,Female,06-Mar-1976,Divorced,3,Manufacturing,32,309.8,7,None,Bank_Transfer,Masvingo JKS9027,2,2026-01-10,2026-01-13,2026-02-22,2027-07-07,3694.74,100.1,18,Weekly,Farming_Inputs,Female,04-Sep-2005,Single,1,,14,441.5,0,Guarantor,Bank_Transfer,Harare DSJ0790,2,2025-10-10,2025-10-24,2025-11-19,2026-10-19,4112.83,12.17,12,Weekly,Working_Capital,Male,07-Jun-1991,Married,2,Manufacturing,95,649.1,2,Livestock,OneMoney,Mashonaland_West RVK7955,2,2025-05-01,2025-05-11,2025-06-14,2026-11-02,7904.18,15.54,18,Monthly,Working_Capital,Male,05-Dec-2004,Single,1,NGO,9,1340.27,0,Livestock,EcoCash,Harare GGI6941,1,2025-09-29,2025-10-06,2025-11-13,2026-04-04,5296.9,105.5,6,Monthly,Stock_Purchase,Female,04-Jun-1979,Married,1,,71,1056.5,0,Guarantor,,Mashonaland_East BRF3111,0,2025-10-20,2025-11-09,2025-12-24,2026-11-04,897.76,155.18,12,Monthly,Working_Capital,Male,11-Jun-1974,Married,2,Manufacturing,41,267.42,2,None,Cash,Mashonaland_East WLO6029,1,2025-12-17,2026-01-03,2026-02-14,2027-12-24,1423.41,120.15,24,Monthly,Business_Expansion,Male,26-Dec-1991,Single,2,Informal_Sector,20,114.06,4,Guarantor,OneMoney,Harare HFC6052,3,2025-01-04,2025-01-14,2025-02-24,2026-01-09,1257.83,14.74,12,Monthly,Medical,Female,16-Dec-1996,Divorced,1,Retail_Trade,44,377.39,4,None,EcoCash,Mashonaland_West CSS4641,0,2025-06-22,2025-07-13,2025-08-13,2026-07-08,2303.54,16.17,12,Monthly,Rent,Male,30-Jan-1985,Married,5,Government,109,460.33,1,Property,EcoCash,Mashonaland_East HBX0135,0,2025-09-25,2025-10-07,2025-11-11,2026-04-05,11146.27,13.86,6,Monthly,Farming_Inputs,Male,10-Mar-1964,Married,3,Mining,46,1632.99,2,None,Cash,Mashonaland_West CGZ0900,0,2025-10-03,2025-10-06,2025-11-07,2026-10-01,1205.31,17.81,12,Monthly,Rent,Male,08-Oct-1973,Married,0,Agriculture,96,143.61,2,None,OneMoney,Midlands FWF7177,4,2026-01-09,2026-01-27,2026-03-02,2029-01-11,7699.46,15.71,36,Monthly,Vehicle,Male,06-Aug-2007,Single,0,Agriculture,6,247.79,4,,EcoCash,Masvingo WLX5928,1,2025-02-06,2025-02-08,2025-03-19,2026-08-02,6728.37,87.51,18,Monthly,Stock_Purchase,Male,31-Mar-1990,Single,2,Informal_Sector,42,,0,,EcoCash,Mashonaland_West EQD1778,3,2025-04-01,2025-04-02,2025-05-10,2027-03-23,1589.42,13.15,24,Monthly,Rent,Male,08-Apr-1989,Married,2,Government,,398.8,1,Savings,Bank_Transfer,Bulawayo GSQ3416,4,2025-10-23,2025-11-09,2025-12-14,2027-05-03,15098.39,14.78,18,Weekly,Home_Improvement,Male,31-Oct-1971,Married,2,Finance,53,795.6,2,Livestock,Cash,Matabeleland_South YUA8278,0,2025-11-29,2025-12-20,2026-01-27,2026-06-18,2221.7,139.74,6,Monthly,Funeral,Male,06-Mar-1970,Married,5,Government,26,310.18,1,Guarantor,EcoCash,Midlands DKX2794,1,2025-05-09,2025-05-25,2025-07-07,2028-05-09,5207.62,126.33,36,Monthly,Working_Capital,Male,27-Apr-1998,Married,3,Government,20,568.07,0,Property,Bank_Transfer,Harare HZW1287,1,2025-07-02,2025-07-10,2025-08-21,2026-07-05,6003.1,11.29,12,Monthly,Business_Expansion,Male,14-Jan-1987,Single,1,Retail_Trade,50,903.3,7,Guarantor,Cash,Manicaland XMC6471,1,2025-06-10,2025-07-01,2025-07-28,2026-06-26,7222.85,107.94,12,Monthly,Equipment,Male,11-Dec-1954,,7,Agriculture,91,422.12,1,Vehicle,Bank_Transfer,Mashonaland_West PXA5342,2,2025-11-07,2025-11-10,2025-12-24,2027-10-31,9827.98,115.83,24,Monthly,Farming_Inputs,Male,30-Jun-1997,Married,1,Finance,56,,2,None,Cash,Matabeleland_North RXW1741,3,2025-06-28,2025-07-18,2025-08-20,2027-07-08,4296.54,16.93,24,Monthly,Debt_Consolidation,Male,21-Jun-1983,Widowed,0,,58,1325.17,0,Guarantor,InnBucks,Harare FZX1294,3,2025-09-25,2025-09-29,2025-10-28,2027-09-19,3958.88,17.94,24,Monthly,Medical,Female,07-Jun-1994,Married,3,Transport,,779.28,3,Guarantor,EcoCash,Matabeleland_North IUC5486,4,2025-07-24,2025-07-26,2025-08-20,2027-01-17,2911.27,13.91,18,Monthly,Vehicle,Female,28-Apr-1996,,6,Informal_Sector,,209.48,2,Savings,EcoCash,Masvingo ZZJ2708,4,2025-02-10,2025-02-18,2025-03-28,2029-01-28,11928.96,14.22,48,Monthly,Home_Improvement,Male,18-Jul-1974,Married,4,Transport,34,852.4,1,Guarantor,Bank_Transfer,Matabeleland_South DJD5560,0,2025-08-17,2025-08-25,2025-10-03,2026-08-20,5488.62,18.06,12,Monthly,Working_Capital,Male,12-Jan-1983,Married,4,Transport,60,783.71,1,Livestock,Bank_Transfer,Harare OYQ4478,2,2025-12-12,2025-12-25,2026-02-06,2027-06-18,3023.61,99.69,18,Monthly,Farming_Inputs,Male,04-Jan-2000,Married,,Agriculture,18,282.07,2,Livestock,EcoCash,Harare MOA3063,1,2025-10-19,2025-10-20,2025-11-14,2027-10-10,2990.77,83.14,24,Monthly,Working_Capital,,04-Apr-1998,Married,3,Agriculture,106,254.06,2,Guarantor,InnBucks,Harare BNA3251,1,2025-12-08,2025-12-17,2026-01-25,2026-06-15,8728.54,93.58,6,Monthly,Equipment,Male,01-Dec-1962,Married,3,Retail_Trade,22,873.94,2,Property,Cash,Harare TBJ4149,0,2025-06-17,2025-06-25,2025-08-08,2027-06-15,2235.41,104.26,24,Monthly,Medical,Male,16-Dec-1989,Married,4,Manufacturing,7,,2,Savings,EcoCash,Harare AOD5592,3,2025-10-20,2025-10-29,2025-11-26,2027-04-22,1187.97,17.66,18,Monthly,Medical,Female,25-Aug-1997,Divorced,2,Informal_Sector,5,264.01,0,Vehicle,,Mashonaland_West SYU7567,3,2025-02-28,2025-03-09,2025-04-21,2027-02-27,410.75,90.35,24,Monthly,Debt_Consolidation,Male,10-Sep-1989,Single,3,Agriculture,143,241.15,1,Property,Bank_Transfer,Harare PXB3114,1,2025-12-08,2025-12-23,2026-02-04,2027-06-16,14810.66,144.29,18,Monthly,Stock_Purchase,Female,24-Jul-1979,Married,4,Transport,117,722.57,8,Savings,Bank_Transfer,Mashonaland_Central BDQ3004,0,2025-04-22,2025-04-29,2025-06-08,2027-04-19,2369.08,15.27,24,Monthly,Equipment,Female,10-Jun-1992,Married,2,,46,749.27,0,Guarantor,EcoCash,Harare WVU7296,0,2025-05-17,2025-05-21,2025-06-25,2027-05-11,1896.57,171.62,24,Monthly,Farming_Inputs,Male,31-Dec-1981,Divorced,7,Agriculture,90,326.81,5,Guarantor,Cash,Manicaland BRQ8431,0,2025-09-28,2025-09-30,2025-11-09,2026-03-29,445.81,16.06,6,Monthly,Rent,Male,10-Mar-1987,Married,3,Informal_Sector,36,156.85,0,Savings,OneMoney,Matabeleland_South UHL1758,1,2025-09-13,2025-09-14,2025-10-11,2027-09-04,4027.74,13.34,24,Monthly,Stock_Purchase,Female,05-Jul-1994,Married,0,Government,73,,2,Savings,Bank_Transfer,Harare OYP0446,2,2025-03-29,2025-04-14,2025-05-13,2027-04-04,913.12,131.29,24,Monthly,Farming_Inputs,Female,03-Dec-2005,Single,2,Education,8,240.61,4,,Cash,Bulawayo ILE7594,0,2025-03-22,2025-04-06,2025-05-15,2026-09-28,1478.65,15.25,18,Monthly,Business_Expansion,Male,26-Jun-2007,Single,1,Retail_Trade,11,252.09,0,Guarantor,Bank_Transfer,Bulawayo QUR5960,0,2026-02-06,2026-02-07,2026-03-18,2028-01-28,1721.65,134.72,24,Monthly,School_Fees,Male,29-May-1979,Married,4,Retail_Trade,50,406.32,4,None,EcoCash,Mashonaland_West GWX1065,3,2025-10-23,2025-10-31,2025-12-02,2026-10-26,3202.37,13.1,12,Monthly,School_Fees,Male,18-May-1995,Divorced,3,NGO,101,1016.36,0,Guarantor,OneMoney,Matabeleland_North GWE7702,3,2025-10-20,2025-11-03,2025-12-06,2027-04-27,1660.14,16.08,18,Monthly,Medical,Male,16-Jul-1975,Married,2,Manufacturing,32,389.93,1,Guarantor,Cash,Mashonaland_Central POZ1462,2,2025-04-03,2025-04-18,2025-06-02,2025-10-15,5448.37,85.62,6,Monthly,Farming_Inputs,Male,04-Jan-1994,Single,4,Retail_Trade,38,648.25,2,Livestock,EcoCash,Harare GQG7927,0,2025-03-30,2025-04-13,2025-05-10,2025-10-10,987.75,124.75,6,Monthly,Stock_Purchase,Male,25-May-1965,Divorced,,Agriculture,12,170.64,7,None,EcoCash,Manicaland YNP6209,5,2025-04-28,2025-04-29,2025-06-05,2025-07-28,191.35,145.16,3,Weekly,Funeral,Male,05-Dec-1994,Married,4,Informal_Sector,15,92.3,0,Property,Cash,Mashonaland_East HNR4579,3,2025-02-04,2025-02-16,2025-03-17,2026-08-10,421.7,17.84,18,Weekly,Personal,Male,23-Jul-1987,Married,1,Informal_Sector,9,184.41,6,Vehicle,EcoCash,Mashonaland_East MRX4488,1,2025-09-12,2025-09-24,2025-10-28,2028-09-08,10746.78,85.59,36,Monthly,Business_Expansion,Male,27-Nov-1978,Married,3,Finance,48,1064.72,4,Vehicle,Bank_Transfer,Mashonaland_West UQM9355,5,2025-05-15,2025-05-27,2025-06-28,2025-11-23,92.53,140.76,6,Bi-Weekly,Personal,Male,06-Apr-1991,Single,4,Agriculture,31,83.74,3,None,Cash,Manicaland JZQ8372,2,2026-01-07,2026-01-12,2026-02-23,2026-10-09,5555.58,81.66,9,Monthly,Farming_Inputs,Male,11-Nov-1978,Married,2,Healthcare,,712.38,2,Guarantor,EcoCash,Harare RPL7113,0,2025-05-29,2025-06-02,2025-07-04,2026-05-28,957.21,108.35,12,Monthly,Home_Improvement,Female,30-Nov-1964,Married,4,Agriculture,37,376.35,1,Guarantor,Bank_Transfer,Harare IBK2170,1,2025-01-03,2025-01-06,2025-02-19,2025-07-05,3969.74,13.95,6,Bi-Weekly,Business_Expansion,Male,24-Oct-1982,Single,4,Informal_Sector,25,,2,Savings,EcoCash,Bulawayo NFR8627,3,2025-08-27,2025-09-13,2025-10-24,2027-09-03,2650.75,14.48,24,Monthly,School_Fees,Male,10-Sep-2003,Single,0,Construction,26,669.8,2,Guarantor,InnBucks,Harare PUV5957,1,2026-02-12,2026-02-14,2026-03-22,2027-02-09,3202.08,118.54,12,Monthly,Stock_Purchase,Male,24-Feb-2002,Single,1,Agriculture,6,304.54,5,Guarantor,Bank_Transfer,Harare FAY4381,3,2025-09-05,2025-09-19,2025-10-17,2026-03-18,1620.98,17.88,6,Monthly,Rent,Male,10-Oct-1983,Married,2,Retail_Trade,70,440.8,3,None,Bank_Transfer,Manicaland ZYZ8976,0,2025-11-09,2025-11-25,2026-01-04,2026-05-24,2737.81,127.77,6,Monthly,Medical,Female,02-Apr-1963,Single,3,Healthcare,29,659.56,2,Savings,InnBucks,Bulawayo INI0968,2,2025-01-14,2025-01-23,2025-03-08,2026-07-17,9421.17,127.51,18,Weekly,Working_Capital,Female,19-Oct-1966,Divorced,2,Retail_Trade,124,,4,Guarantor,Cash,Masvingo POW3290,3,2025-08-10,2025-08-18,2025-09-24,2026-08-13,1471.45,17.14,12,Monthly,Debt_Consolidation,Male,19-Nov-1963,Single,3,Construction,91,630.57,1,Guarantor,EcoCash,Midlands YUZ6503,4,2025-08-31,2025-09-09,2025-10-06,2026-09-04,4888.99,13.28,12,Bi-Weekly,Home_Improvement,Male,23-May-1984,Married,4,Manufacturing,,320.2,0,None,EcoCash,Manicaland MVX2963,2,2025-07-19,2025-08-09,2025-09-05,2026-08-04,22568.25,9.32,12,Monthly,Farming_Inputs,Female,29-Dec-1996,Married,,Finance,52,2513.36,0,Savings,InnBucks,Matabeleland_South JIY3246,0,2025-02-27,2025-03-09,2025-04-14,2025-09-05,1330.91,101.46,6,Monthly,Vehicle,Male,28-Sep-1985,Divorced,1,Government,59,422.56,7,Property,EcoCash,Manicaland JMO6098,1,2025-07-13,2025-07-30,2025-09-07,2027-01-21,15739.9,11.44,18,Bi-Weekly,Business_Expansion,Female,31-Mar-1964,Married,,Informal_Sector,13,612.57,0,Vehicle,EcoCash,Bulawayo CTA9349,0,2025-04-07,2025-04-13,2025-05-18,2025-10-10,1445.49,140.59,6,Monthly,Stock_Purchase,Female,31-Oct-2004,Single,1,Construction,7,326.6,3,Savings,Bank_Transfer,Harare MQD7143,0,2025-05-30,2025-06-07,2025-07-13,2025-09-05,1876.84,118.19,3,Bi-Weekly,Working_Capital,Female,23-Aug-1963,Married,2,Education,77,299.28,1,Savings,Cash,Mashonaland_East LLY6471,0,2025-04-02,2025-04-07,2025-05-11,2025-10-04,2804.64,155.77,6,Monthly,Wedding,Male,02-Mar-1961,Married,4,Informal_Sector,17,,2,Livestock,Cash,Manicaland CMD5926,0,2025-06-13,2025-07-01,2025-08-01,2027-06-21,1687.44,120.29,24,Monthly,Equipment,Female,19-Oct-1983,Married,7,Healthcare,,847.58,0,Guarantor,Bank_Transfer,Harare WZS7051,3,2025-11-28,2025-12-14,2026-01-27,2026-12-09,1493.98,,12,Monthly,School_Fees,Female,06-Nov-1979,Divorced,1,Agriculture,53,388.38,0,Guarantor,EcoCash,Harare CPZ3691,0,2025-12-19,2026-01-06,2026-02-18,2026-07-05,1873.11,89.94,6,Monthly,Rent,Male,31-Jul-1979,Married,6,Agriculture,139,438.54,0,Savings,Cash,Mashonaland_East ZZQ6371,0,2025-01-28,2025-02-12,2025-03-11,2025-08-11,4898.87,17.21,6,Monthly,Medical,Male,20-Apr-2007,Single,0,,6,537.15,1,Vehicle,EcoCash,Midlands JTF5577,1,2025-06-18,2025-07-07,2025-08-04,2026-12-29,10206.33,125.09,18,Weekly,Working_Capital,Male,20-Feb-1970,Married,8,Government,126,442.68,0,Guarantor,Cash,Mashonaland_Central IYA4493,5,2025-12-27,2026-01-06,2026-02-06,2026-07-05,225.25,,6,Bi-Weekly,Medical,Male,21-May-1968,Divorced,4,Manufacturing,62,,1,Savings,Bank_Transfer,Bulawayo HJA2325,1,2025-03-26,2025-03-31,2025-05-06,2028-03-15,3044.01,17.32,36,Monthly,Business_Expansion,Male,23-Sep-1964,Married,2,Agriculture,134,451.13,2,Vehicle,EcoCash,Manicaland OXC2277,4,2025-10-08,2025-10-23,2025-11-20,2029-10-02,4165.12,15.25,48,Monthly,Equipment,Female,27-Jan-1962,,4,Informal_Sector,8,292.71,2,Property,OneMoney,Harare XDP8467,4,2025-08-19,2025-08-30,2025-10-06,2027-02-21,8743.61,17.17,18,Monthly,Home_Improvement,Female,28-Jul-1998,Divorced,1,Informal_Sector,24,416.84,6,Property,EcoCash,Harare THA7110,0,2026-01-02,2026-01-13,2026-02-16,2026-07-12,5679.38,146.02,6,Monthly,Stock_Purchase,Female,22-Feb-1994,Divorced,2,Finance,,1823.65,4,None,Cash,Masvingo UQI8975,3,2025-10-21,2025-10-22,2025-11-22,2027-04-15,522.0,15.09,18,Monthly,Personal,Male,11-Jun-1986,Divorced,2,,162,298.74,2,Savings,EcoCash,Harare VMD6254,1,2025-08-17,2025-08-31,2025-10-07,2026-08-26,3366.48,111.65,12,Monthly,Stock_Purchase,Female,15-Nov-1979,Married,8,Manufacturing,132,297.98,1,None,Cash,Mashonaland_East JRV5262,0,2025-05-20,2025-05-26,2025-07-09,2025-11-22,928.71,14.05,6,Bi-Weekly,Stock_Purchase,Male,30-Nov-1961,,2,Agriculture,25,,2,None,InnBucks,Harare CSC1612,3,2025-09-02,2025-09-12,2025-10-20,2026-03-11,235.98,12.46,6,Monthly,School_Fees,Female,11-Mar-1999,Single,0,Informal_Sector,39,,5,Savings,Cash,Masvingo TJG5921,4,2025-06-22,2025-07-12,2025-08-13,2028-06-26,1373.89,14.68,36,Bi-Weekly,Home_Improvement,Male,11-Jan-1971,Married,5,Agriculture,44,112.93,2,None,EcoCash,Harare DLZ2704,5,2025-04-26,2025-05-02,2025-06-13,2025-07-01,529.18,22.78,2,Monthly,Medical,Male,17-May-1983,Married,2,Construction,62,370.27,3,Guarantor,OneMoney,Manicaland IOV1951,2,2025-05-10,2025-05-20,2025-07-02,2026-05-15,10633.2,15.55,12,Monthly,Livestock,Male,04-May-1968,Single,3,Retail_Trade,32,826.51,0,Livestock,Cash,Manicaland AXC7047,4,2025-09-22,2025-10-09,2025-11-09,2029-09-18,4172.09,13.56,48,Monthly,Vehicle,Female,21-Jun-1987,Married,2,Retail_Trade,37,264.7,1,Vehicle,EcoCash,Harare PMO7295,0,2025-12-06,2025-12-13,2026-01-20,2027-12-03,554.67,15.24,24,Weekly,Medical,,17-Aug-1993,Married,0,Retail_Trade,96,404.28,5,Savings,EcoCash,Harare UNB8295,1,2025-04-03,2025-04-18,2025-06-01,2028-04-02,15300.32,11.55,36,Weekly,Business_Expansion,Male,21-Jan-1980,Widowed,3,Mining,78,,1,Savings,Cash,Midlands PIM9503,0,2025-02-08,2025-02-22,2025-03-20,2026-02-17,2893.44,125.2,12,Monthly,Farming_Inputs,Female,24-Apr-1994,Single,4,Education,130,344.57,0,Savings,Bank_Transfer,Midlands FIX9786,0,2025-07-27,2025-08-04,2025-09-08,2025-11-02,325.24,15.62,3,Monthly,Vehicle,Female,17-Jan-1974,Married,3,Informal_Sector,35,152.0,0,Livestock,EcoCash,Bulawayo JJG8011,1,2025-09-03,2025-09-07,2025-10-12,2027-03-01,12072.71,143.83,18,Bi-Weekly,Business_Expansion,Male,13-Sep-1981,Single,4,Construction,32,509.94,1,Guarantor,OneMoney,Mashonaland_East EDD2054,3,2026-01-17,2026-02-04,2026-03-15,2027-01-30,750.78,16.95,12,Monthly,Personal,Male,01-Aug-1981,Divorced,,Transport,121,,2,None,EcoCash,Masvingo YXD5569,5,2025-11-19,2025-11-30,2025-12-25,2025-12-30,396.17,139.7,1,Monthly,Personal,Female,11-Apr-2000,Married,4,Education,25,,5,None,Bank_Transfer,Mashonaland_West GXZ9714,4,2025-06-09,2025-06-21,2025-07-25,2029-05-31,13311.2,80.83,48,Monthly,Vehicle,Male,05-Aug-1984,Married,4,Manufacturing,30,847.97,1,Livestock,Bank_Transfer,Harare GAV4283,4,2025-03-28,2025-04-01,2025-05-15,2026-03-27,13415.82,19.57,12,Monthly,Vehicle,Male,06-Feb-1985,Widowed,2,Transport,,536.07,0,Savings,Bank_Transfer,Midlands BVO5697,0,2026-01-17,2026-02-04,2026-03-19,2027-01-30,3258.67,125.65,12,Monthly,Business_Expansion,Male,17-Jan-1984,Divorced,4,Construction,,,7,None,EcoCash,Midlands TBF8496,0,2025-09-14,2025-09-22,2025-10-23,2026-09-17,4270.4,115.83,12,Bi-Weekly,Livestock,Male,15-Jul-1972,,4,Manufacturing,138,784.28,0,Guarantor,OneMoney,Harare WNJ2132,5,2025-05-25,2025-06-01,2025-07-03,2025-07-31,1093.58,168.9,2,Bi-Weekly,Funeral,Female,04-Nov-1982,Married,6,Mining,71,585.01,2,Guarantor,Bank_Transfer,Harare DBE8617,4,2025-09-09,2025-09-11,2025-10-12,2027-03-05,4347.55,16.88,18,Monthly,Vehicle,Male,18-Sep-1988,Single,3,Informal_Sector,10,,3,None,EcoCash,Harare SUB9272,2,2025-04-01,2025-04-21,2025-05-23,2027-04-11,4431.0,77.94,24,Monthly,Farming_Inputs,Female,29-Oct-1990,Married,3,Informal_Sector,6,571.99,0,Livestock,EcoCash,Harare PLD0627,1,2025-10-25,2025-11-08,2025-12-19,2026-05-07,12413.45,12.5,6,Monthly,Working_Capital,Female,14-Jan-2005,Single,0,Retail_Trade,8,746.12,0,Guarantor,OneMoney,Harare URA1140,0,2025-12-21,2025-12-31,2026-02-04,2026-12-26,979.92,16.81,12,Monthly,School_Fees,Female,28-Feb-1979,Widowed,,Agriculture,106,174.88,4,Guarantor,EcoCash,Harare BQO0470,0,2025-07-12,2025-07-21,2025-08-21,2025-10-19,649.5,116.74,3,Bi-Weekly,Stock_Purchase,Female,14-Dec-1995,Married,4,Education,68,332.87,0,None,InnBucks,Harare WPZ4520,1,2025-03-19,2025-03-28,2025-04-26,2025-09-24,5852.57,84.07,6,Monthly,Equipment,Male,01-Dec-1963,Married,2,Agriculture,34,332.7,1,Property,EcoCash,Manicaland BPI1396,2,2025-09-25,2025-10-14,2025-11-22,2027-10-04,1608.06,109.24,24,Monthly,Working_Capital,Male,30-Nov-1984,Widowed,4,Agriculture,37,168.21,3,Savings,Cash,Midlands NNT9739,2,2025-02-02,2025-02-13,2025-03-20,2027-02-03,3984.34,16.25,24,Monthly,Working_Capital,Female,13-Nov-1968,Widowed,4,Retail_Trade,74,326.55,4,Livestock,OneMoney,Mashonaland_Central NLT1918,5,2025-12-05,2025-12-24,2026-02-03,2026-03-24,126.04,129.12,3,Bi-Weekly,Personal,Male,11-Dec-1970,Married,2,Informal_Sector,,137.75,3,,EcoCash,Harare OPB5945,5,2025-10-13,2025-10-24,2025-11-23,2026-01-22,1049.94,153.92,3,Monthly,Medical,Female,26-Sep-1973,Divorced,,Government,146,,1,Guarantor,Bank_Transfer,Harare BQV1931,1,2025-07-24,2025-08-06,2025-09-16,2027-07-27,8938.69,14.78,24,Monthly,,Female,16-Jun-2007,Single,1,Retail_Trade,8,628.71,3,Vehicle,EcoCash,Manicaland TNN9944,1,2025-11-20,2025-12-04,2026-01-16,2027-11-24,12077.61,120.13,24,Bi-Weekly,Working_Capital,Female,30-Jun-1983,Single,4,Healthcare,98,482.87,5,Property,EcoCash,Harare NIT8064,0,2025-05-22,2025-06-04,2025-06-28,2026-05-30,2986.7,104.28,12,Monthly,School_Fees,Female,20-Jul-1982,Divorced,3,NGO,138,1085.16,1,Livestock,Bank_Transfer,Harare KTZ6082,0,2025-12-06,2025-12-21,2026-02-02,2027-12-11,7793.12,137.31,24,Weekly,Funeral,Female,17-Jan-2005,Single,0,Retail_Trade,5,870.99,1,Savings,EcoCash,Bulawayo TDC8192,0,2025-10-20,2025-11-08,2025-12-08,2027-10-29,3322.6,87.57,24,Monthly,Stock_Purchase,Male,30-Jan-1968,Widowed,4,Retail_Trade,91,624.97,0,None,Bank_Transfer,Manicaland UCP3108,0,2025-07-18,2025-07-24,2025-08-18,2026-01-20,4923.81,123.89,6,Monthly,Home_Improvement,Male,15-Jul-1995,Married,4,Mining,6,859.62,3,Savings,Cash,Mashonaland_Central VBU2662,2,2025-08-29,2025-09-02,2025-10-01,2026-08-28,7240.96,90.97,12,Monthly,Livestock,Male,07-Jan-1963,Married,5,Informal_Sector,30,455.21,1,None,Cash,Bulawayo BNR2978,0,2025-08-03,2025-08-10,2025-09-10,2027-02-01,1465.79,130.28,18,Monthly,Home_Improvement,Female,25-Apr-1996,Single,0,Manufacturing,52,508.48,0,None,EcoCash,Mashonaland_East TFI3921,0,2025-09-29,2025-09-30,2025-11-08,2026-09-25,3419.08,134.51,12,Monthly,Working_Capital,Female,18-Jul-1955,Married,4,Agriculture,20,451.83,1,Guarantor,Bank_Transfer,Mashonaland_West LQA2399,3,2025-05-03,2025-05-18,2025-06-28,2026-05-13,984.2,18.04,12,Monthly,Medical,Female,09-Oct-1988,Married,,Construction,52,387.19,3,None,EcoCash,Mashonaland_Central WZZ0574,4,2025-04-21,2025-04-24,2025-05-19,2028-04-08,12552.72,19.51,36,Weekly,Vehicle,Male,04-Sep-1979,Married,3,Retail_Trade,45,509.25,2,Property,EcoCash,Harare LNP8330,2,2025-07-17,2025-07-26,2025-08-28,2026-04-22,4129.25,98.5,9,Monthly,Working_Capital,Female,20-May-1997,Divorced,3,Retail_Trade,29,452.03,1,None,Bank_Transfer,Midlands UFP6156,0,2025-01-03,2025-01-24,2025-02-27,2025-07-23,6601.35,125.52,6,Monthly,Stock_Purchase,Male,19-Sep-1983,Married,5,Finance,96,1620.7,1,None,EcoCash,Harare VLG0744,2,2025-07-08,2025-07-17,2025-08-25,2026-07-12,5837.99,84.39,12,Bi-Weekly,Working_Capital,Male,07-Jun-1998,Married,3,Education,,450.56,7,Livestock,Cash,Matabeleland_South CRG3282,2,2025-01-31,2025-02-12,2025-03-21,2025-08-11,2874.99,10.23,6,Monthly,Farming_Inputs,Male,03-Dec-1956,Married,2,,18,306.59,2,Guarantor,Cash,Mashonaland_West KYV0097,0,2026-02-11,2026-02-20,2026-03-18,2027-08-14,7158.6,154.7,18,Bi-Weekly,Rent,Female,30-Jan-1993,Married,3,Finance,164,1703.56,1,Guarantor,InnBucks,Bulawayo FWW9362,0,2025-06-18,2025-07-07,2025-08-08,2026-01-03,444.25,134.43,6,Bi-Weekly,Business_Expansion,Male,01-Oct-1985,Married,0,Retail_Trade,90,203.16,2,None,Cash,Matabeleland_South DJS0404,3,2025-04-07,2025-04-17,2025-05-14,2026-04-12,676.47,14.56,12,Monthly,Personal,Female,11-Nov-1969,Single,7,Retail_Trade,45,274.93,2,Savings,EcoCash,Manicaland ZNM0264,0,2025-10-27,2025-11-14,2025-12-12,2026-11-09,1589.55,160.25,12,Monthly,Farming_Inputs,Male,12-Dec-1984,Single,7,Retail_Trade,,,1,Guarantor,Bank_Transfer,Mashonaland_East MFS9438,0,2025-12-22,2025-12-28,2026-01-24,2027-12-18,2699.33,14.84,24,Monthly,Vehicle,Female,22-Jun-1979,Married,3,Manufacturing,82,320.65,0,Savings,Cash,Mashonaland_West LHG4907,0,2025-06-08,2025-06-10,2025-07-13,2026-06-05,5967.77,14.71,12,Monthly,School_Fees,Female,12-Feb-1995,Divorced,5,Healthcare,15,786.28,4,Guarantor,OneMoney,Matabeleland_South LLV9401,2,2025-01-02,2025-01-08,2025-02-08,2026-01-03,2583.74,9.4,12,Monthly,Working_Capital,Male,09-Mar-1957,Married,2,Finance,47,873.22,2,Property,EcoCash,Manicaland BLO7629,0,2025-06-28,2025-07-02,2025-08-04,2026-12-24,1926.41,89.82,18,Monthly,Farming_Inputs,Female,21-Aug-2004,Married,0,Informal_Sector,22,541.06,1,None,EcoCash,Mashonaland_Central RLY0794,2,2025-07-15,2025-07-24,2025-08-22,2027-01-15,6191.71,13.43,18,Monthly,Working_Capital,Female,09-Sep-2004,Single,,Government,28,540.88,3,Livestock,Cash,Midlands VQI9198,1,2025-05-16,2025-05-20,2025-06-20,2025-11-16,12524.95,14.3,6,Monthly,Business_Expansion,Male,18-Sep-1974,Married,4,Construction,144,477.19,0,Property,OneMoney,Mashonaland_Central GTA5475,4,2025-09-18,2025-10-07,2025-11-02,2028-09-21,7106.55,16.8,36,Monthly,Vehicle,Male,14-Jan-1984,Married,6,Education,109,641.7,0,Livestock,EcoCash,Matabeleland_South SSQ8389,5,2025-09-10,2025-09-29,2025-11-12,2025-12-28,549.38,144.8,3,Weekly,Rent,Male,05-Oct-1991,Married,3,Manufacturing,34,558.24,3,None,EcoCash,Harare ZSF4237,4,2025-08-09,2025-08-24,2025-09-28,2028-08-08,18196.87,12.84,36,Bi-Weekly,Vehicle,Male,09-Dec-1969,Married,5,Healthcare,46,691.06,0,Vehicle,EcoCash,Bulawayo WYW9187,0,2025-05-28,2025-06-08,2025-07-12,2025-09-06,6913.06,135.34,3,Monthly,Debt_Consolidation,Male,08-Jun-1962,Married,3,Transport,24,751.22,1,Vehicle,EcoCash,Mashonaland_West CZJ2345,4,2026-01-11,2026-01-12,2026-02-25,2028-12-27,4632.36,16.11,36,Monthly,Home_Improvement,Male,30-Oct-1995,Single,2,Informal_Sector,44,223.5,3,Vehicle,EcoCash,Mashonaland_East BZL7046,0,2025-11-17,2025-11-29,2025-12-25,2026-05-28,618.84,16.91,6,Monthly,School_Fees,Female,28-Jan-1989,Married,1,Agriculture,53,193.33,3,Vehicle,EcoCash,Mashonaland_Central CYS9250,1,2025-05-19,2025-05-22,2025-06-19,2028-05-06,7605.96,15.83,36,Monthly,Stock_Purchase,Male,02-Jun-1969,,5,Informal_Sector,15,534.69,0,Property,Bank_Transfer,Bulawayo LUR2157,1,2026-01-24,2026-02-04,2026-03-11,2027-01-30,14546.02,123.42,12,Monthly,Business_Expansion,Female,21-Apr-1968,Divorced,3,Retail_Trade,73,694.62,0,Guarantor,Bank_Transfer,Mashonaland_West AOH2742,2,2025-05-22,2025-05-29,2025-07-08,2026-02-23,6795.47,11.65,9,Monthly,,Male,20-May-1983,Married,3,Government,121,549.71,3,None,Bank_Transfer,Harare QEL3121,1,2025-02-20,2025-03-05,2025-04-18,2027-02-23,7998.51,15.59,24,Weekly,Business_Expansion,Male,03-Jul-1960,Divorced,4,Transport,95,521.96,2,Guarantor,Bank_Transfer,Harare ZFT6399,2,2025-12-09,2025-12-25,2026-02-02,2026-09-21,898.36,12.16,9,Monthly,Livestock,Female,13-Sep-1977,Married,6,Agriculture,,171.38,0,Savings,Bank_Transfer,Mashonaland_East FDD4728,5,2026-02-20,2026-02-23,2026-03-20,2026-03-25,792.72,180.42,1,Bi-Weekly,Medical,Female,24-Sep-1967,Divorced,6,Transport,49,841.43,3,Guarantor,OneMoney,Mashonaland_West KPM4245,1,2025-04-06,2025-04-22,2025-05-28,2026-04-17,4833.55,118.34,12,Bi-Weekly,Business_Expansion,Male,29-Jun-1967,Married,4,Agriculture,17,255.21,2,Guarantor,OneMoney,Mashonaland_Central FQB2129,0,2025-03-11,2025-03-13,2025-04-19,2026-03-08,1608.08,87.84,12,Weekly,Stock_Purchase,Female,15-Apr-1965,Married,5,Finance,84,,3,Vehicle,Bank_Transfer,Harare WGS8262,0,2025-10-24,2025-11-01,2025-12-06,2026-10-27,1087.15,14.61,12,Monthly,Equipment,Male,23-Aug-1991,Married,4,Informal_Sector,28,229.31,4,Livestock,Bank_Transfer,Bulawayo OWX4064,0,2025-01-13,2025-01-17,2025-02-15,2026-07-11,538.29,142.72,18,Monthly,Stock_Purchase,Male,29-Jul-1992,Married,3,,75,135.81,2,Property,OneMoney,Manicaland OUD8979,1,2025-10-09,2025-10-28,2025-12-10,2026-10-23,1201.05,16.55,12,Monthly,Equipment,Male,13-Jun-1993,Widowed,3,Agriculture,59,141.53,3,Guarantor,EcoCash,Bulawayo FJE9369,2,2025-11-11,2025-11-12,2025-12-12,2026-05-11,3609.08,140.86,6,Monthly,Farming_Inputs,Male,09-May-1966,Married,5,Informal_Sector,21,330.05,3,Guarantor,EcoCash,Bulawayo AML3227,2,2025-03-25,2025-04-01,2025-05-05,2026-03-27,13371.31,86.42,12,Bi-Weekly,Livestock,Female,18-Nov-1959,Married,3,Finance,57,930.78,0,Savings,Bank_Transfer,Midlands PRS9586,0,2025-04-14,2025-04-26,2025-05-28,2027-04-16,1057.8,122.02,24,Monthly,School_Fees,Female,28-Dec-1990,Married,2,Retail_Trade,37,447.24,1,Guarantor,EcoCash,Harare OFJ0120,1,2025-03-14,2025-03-27,2025-05-09,2027-03-17,1205.47,12.48,24,Weekly,Stock_Purchase,Female,26-Oct-2000,Single,6,Agriculture,13,86.11,6,None,EcoCash,Harare ZCN0986,3,2025-06-30,2025-07-12,2025-08-10,2026-01-08,2092.35,86.05,6,Bi-Weekly,Rent,Female,23-Jan-1998,Married,3,Finance,99,851.39,1,Guarantor,Bank_Transfer,Midlands ZRK6279,2,2025-09-29,2025-10-06,2025-11-08,2027-03-30,7243.25,12.44,18,Monthly,Farming_Inputs,Female,06-Jun-1971,Divorced,3,Construction,104,728.34,0,Livestock,EcoCash,Mashonaland_West GQO4179,1,2026-02-07,2026-02-10,2026-03-07,2029-01-25,3982.87,141.14,36,Monthly,Equipment,Male,02-Jun-2007,Single,2,Agriculture,11,292.28,1,None,Bank_Transfer,Harare BON1340,3,2024-12-28,2025-01-06,2025-02-15,2026-01-01,717.47,11.5,12,Weekly,,Female,03-Mar-2007,Single,0,Agriculture,7,149.42,1,Guarantor,Cash,Manicaland LKG0694,3,2025-08-24,2025-09-11,2025-10-16,2027-09-01,3004.93,105.1,24,Monthly,Rent,Male,03-Aug-1974,Married,8,Government,91,637.85,1,None,EcoCash,Harare VXZ0803,2,2025-09-19,2025-09-23,2025-11-05,2026-09-18,1662.0,13.03,12,Monthly,Farming_Inputs,Female,22-Apr-1969,Divorced,4,Informal_Sector,9,313.9,1,Savings,EcoCash,Manicaland HHH6742,4,2025-04-04,2025-04-06,2025-05-19,2029-03-16,6672.87,18.19,48,Monthly,Vehicle,Male,20-Aug-1966,Married,0,Agriculture,123,,1,Guarantor,OneMoney,Harare VPM6117,2,2026-01-26,2026-02-07,2026-03-04,2028-01-28,517.59,83.72,24,Monthly,Farming_Inputs,Male,13-May-2006,Single,0,Informal_Sector,11,104.25,5,None,Bank_Transfer,Bulawayo YTS3483,0,2026-01-23,2026-02-11,2026-03-12,2028-02-01,1431.76,116.4,24,Weekly,Livestock,Female,23-Aug-1993,Married,3,Construction,96,412.83,1,None,EcoCash,Masvingo BYK1773,3,2025-12-22,2026-01-05,2026-02-08,2026-12-31,883.33,14.81,12,Monthly,Medical,Female,18-Jul-1991,Married,2,Agriculture,45,312.86,1,Guarantor,Cash,Bulawayo WIC2466,4,2025-09-10,2025-09-26,2025-10-28,2029-09-05,2715.33,14.37,48,Monthly,Vehicle,Male,01-Apr-2006,Single,2,Informal_Sector,19,176.51,1,Guarantor,Bank_Transfer,Masvingo UCC9614,1,2025-12-14,2025-12-31,2026-02-14,2027-12-21,11259.62,12.68,24,Monthly,Working_Capital,Female,28-Oct-1975,Married,5,Retail_Trade,103,513.01,2,,EcoCash,Harare PJV4989,3,2025-08-09,2025-08-24,2025-09-20,2026-02-20,553.92,12.54,6,Monthly,Rent,Female,11-Mar-1965,Widowed,6,Informal_Sector,17,231.55,0,Savings,EcoCash,Masvingo HTJ6371,1,2025-03-23,2025-03-25,2025-05-03,2027-03-15,1764.07,13.0,24,Monthly,Business_Expansion,Female,24-Oct-2004,Single,3,Retail_Trade,4,199.14,2,None,Bank_Transfer,Manicaland HNT9637,0,2025-10-21,2025-11-03,2025-12-04,2027-10-24,2672.14,17.81,24,Monthly,Farming_Inputs,Female,12-Jul-2005,Single,0,Transport,6,453.42,2,Savings,EcoCash,Harare MAY3073,3,2025-02-19,2025-03-12,2025-04-12,2025-09-08,7006.98,11.75,6,Monthly,Personal,Female,07-Mar-2007,Single,1,Telecom,6,1493.68,0,None,Bank_Transfer,Mashonaland_West PTJ7520,5,2025-02-19,2025-03-02,2025-04-13,2025-05-31,1799.05,181.75,3,Monthly,Rent,Female,03-Sep-1992,Married,1,Telecom,85,963.77,0,Guarantor,Bank_Transfer,Harare HMO6264,4,2025-05-19,2025-05-25,2025-06-28,2027-05-15,10670.95,15.73,24,Monthly,Equipment,Female,02-Feb-1974,Married,4,Manufacturing,64,480.64,2,,InnBucks,Manicaland GJC8706,1,2025-12-13,2026-01-02,2026-02-14,2026-12-28,20546.53,130.94,12,Monthly,Stock_Purchase,Male,25-Nov-1992,Divorced,2,Mining,44,1057.85,1,Vehicle,EcoCash,Manicaland AHC5700,3,2025-09-10,2025-09-26,2025-10-27,2026-09-21,760.47,90.41,12,Monthly,Rent,Male,22-Nov-1961,Widowed,3,Agriculture,148,276.73,1,None,EcoCash,Masvingo NXW4848,1,2025-06-30,2025-07-14,2025-08-12,2026-01-10,4192.42,93.68,6,Monthly,Equipment,Female,24-Sep-1986,Single,,Retail_Trade,34,261.07,0,Vehicle,Bank_Transfer,Mashonaland_West BOB1940,3,2025-01-22,2025-01-31,2025-03-13,2026-01-26,5053.34,15.73,12,Monthly,Debt_Consolidation,Male,30-Jan-1968,Married,3,Healthcare,177,982.68,1,Livestock,InnBucks,Mashonaland_West IQJ4126,4,2025-04-04,2025-04-06,2025-05-20,2026-09-28,49455.6,17.35,18,Monthly,Home_Improvement,Female,19-Jul-1994,Married,6,Finance,116,1407.53,1,Guarantor,InnBucks,Harare MVI9716,5,2025-12-13,2025-12-22,2026-01-20,2026-06-20,396.08,171.96,6,Bi-Weekly,Rent,Male,14-Mar-1983,Divorced,6,,76,303.3,1,None,InnBucks,Matabeleland_South GJP5178,2,2025-07-05,2025-07-18,2025-08-28,2026-04-14,3026.68,107.97,9,Monthly,Farming_Inputs,Female,22-Oct-1992,Single,3,Mining,45,568.91,0,Savings,EcoCash,Harare YZM8152,1,2026-01-10,2026-01-31,2026-03-08,2027-01-26,2571.17,88.32,12,Weekly,Working_Capital,Male,04-Oct-1979,Married,3,Government,73,490.52,1,None,InnBucks,Harare GGT3124,4,2025-06-18,2025-07-05,2025-08-15,2029-06-14,15738.04,16.27,48,Monthly,Equipment,Female,31-Dec-2005,Single,2,Agriculture,15,409.64,0,Vehicle,Bank_Transfer,Manicaland HVW0323,2,2025-06-25,2025-07-04,2025-08-11,2026-03-31,3515.7,69.14,9,Monthly,Equipment,Female,22-Aug-1962,Married,6,Retail_Trade,77,470.8,0,Guarantor,EcoCash,Harare LRA3844,3,2025-09-05,2025-09-18,2025-10-28,2026-09-13,3198.52,12.75,12,Monthly,Personal,Male,01-Mar-1965,Married,0,Government,91,808.37,2,Livestock,EcoCash,Mashonaland_West QJS4465,0,2025-11-04,2025-11-05,2025-11-28,2026-10-31,941.9,15.2,12,Monthly,Rent,Male,18-Nov-1990,Single,2,Agriculture,129,317.45,3,,OneMoney,Manicaland PQX3659,1,2025-01-23,2025-02-10,2025-03-12,2027-01-31,4027.94,13.88,24,Monthly,Equipment,Female,21-Dec-1981,Divorced,4,Retail_Trade,24,522.91,1,Property,EcoCash,Mashonaland_East PJP9645,4,2025-02-02,2025-02-10,2025-03-12,2026-02-05,11331.77,15.32,12,Monthly,Home_Improvement,Female,28-Jun-1993,Single,2,Manufacturing,39,365.98,1,Property,OneMoney,Mashonaland_West HRL1242,0,2025-08-23,2025-08-27,2025-09-26,2026-08-22,5785.42,17.93,12,Monthly,Debt_Consolidation,Male,22-Jan-1985,Married,6,NGO,,763.45,5,None,EcoCash,Mashonaland_East IYR9842,0,2025-02-22,2025-03-01,2025-04-06,2025-08-28,663.26,17.22,6,Bi-Weekly,Stock_Purchase,Male,10-Jun-1969,,0,Telecom,40,,3,None,EcoCash,Masvingo YNH7590,3,2025-01-03,2025-01-13,2025-02-23,2026-01-08,2026.07,13.92,12,Monthly,Rent,Male,06-Jun-2004,Single,0,Mining,27,708.14,0,Guarantor,Bank_Transfer,Masvingo RCR4057,1,2025-06-22,2025-07-12,2025-08-10,2026-01-08,6078.01,136.68,6,Monthly,Stock_Purchase,Male,09-Feb-1999,Single,3,Retail_Trade,,434.56,2,Vehicle,Bank_Transfer,Harare FNQ5041,2,2025-06-04,2025-06-08,2025-07-15,2026-06-03,8463.94,85.9,12,Bi-Weekly,Equipment,Female,01-Dec-1990,Divorced,5,Mining,37,807.19,0,Livestock,EcoCash,Midlands ORO7997,3,2025-10-28,2025-11-06,2025-12-18,2026-11-01,2157.68,13.37,12,Monthly,Personal,Female,11-Jul-1961,Married,3,Agriculture,35,399.33,0,None,EcoCash,Mashonaland_West TBG5645,4,2025-08-05,2025-08-25,2025-09-28,2026-08-20,9960.58,14.19,12,Weekly,Vehicle,Male,16-Jan-1999,Married,4,Retail_Trade,44,687.03,0,Livestock,OneMoney,Masvingo EPD9107,3,2025-06-17,2025-06-30,2025-08-11,2026-06-25,1149.58,17.83,12,Weekly,School_Fees,Female,19-Dec-1976,Widowed,2,Retail_Trade,15,463.87,1,Guarantor,Bank_Transfer,Mashonaland_West PXN8761,3,2025-09-13,2025-09-18,2025-10-26,2027-09-08,1413.6,16.26,24,Monthly,School_Fees,Female,02-Dec-1998,Single,5,Retail_Trade,22,313.53,0,Guarantor,EcoCash,Mashonaland_West ETZ4935,3,2025-11-04,2025-11-15,2025-12-14,2026-11-10,3189.17,19.02,12,Monthly,Medical,Female,06-Nov-1976,Married,2,Healthcare,148,949.23,2,Guarantor,Bank_Transfer,Manicaland OQH2910,4,2025-03-22,2025-04-06,2025-05-15,2027-03-27,26916.08,,24,Monthly,Equipment,Female,30-May-2000,Single,3,Mining,9,1086.52,2,Property,Bank_Transfer,Bulawayo PCK2606,2,2025-08-11,2025-08-12,2025-09-25,2026-02-08,8543.62,116.45,6,Monthly,Working_Capital,Male,10-Jul-1986,Divorced,3,,129,,2,None,InnBucks,Bulawayo XWX8755,2,2025-10-14,2025-10-22,2025-11-28,2026-10-17,1479.21,89.66,12,Monthly,Livestock,Female,04-Feb-2004,Single,1,Informal_Sector,25,152.29,4,Property,Bank_Transfer,Manicaland MLO6978,1,2025-08-27,2025-09-14,2025-10-18,2027-03-08,8450.63,132.3,18,Monthly,Business_Expansion,Female,24-Dec-1974,Married,5,Retail_Trade,86,415.26,7,Livestock,Cash,Mashonaland_East WLZ1157,0,2025-01-17,2025-01-22,2025-03-06,2025-07-21,3940.9,14.15,6,Monthly,Medical,Male,13-Apr-1964,Divorced,,NGO,132,1570.08,3,Guarantor,Bank_Transfer,Harare UPS0344,4,2025-06-04,2025-06-22,2025-07-19,2029-06-01,28242.66,18.94,48,Monthly,Equipment,Male,21-Dec-1968,Married,5,Mining,27,1804.53,1,Vehicle,OneMoney,Harare NBO8038,4,2025-11-07,2025-11-20,2025-12-28,2029-10-30,6821.85,86.39,48,Bi-Weekly,Home_Improvement,Male,10-Sep-1969,Married,3,Government,160,464.15,2,None,InnBucks,Bulawayo DIB6753,1,2025-11-12,2025-11-28,2025-12-26,2028-11-12,5977.34,13.12,36,Monthly,Business_Expansion,Male,26-Jun-1994,Single,3,Transport,33,332.66,3,Vehicle,Cash,Harare UZE1684,3,2025-02-21,2025-02-23,2025-03-26,2026-08-17,579.41,84.08,18,Monthly,School_Fees,Female,26-Jan-1998,Married,3,Informal_Sector,22,,1,Property,Cash,Manicaland QQG6149,4,2025-07-03,2025-07-04,2025-08-12,2028-06-18,3424.23,13.76,36,Monthly,Home_Improvement,Female,11-Jun-1974,Married,6,Agriculture,125,209.36,1,Savings,EcoCash,Mashonaland_East QAU8104,2,2025-10-26,2025-11-12,2025-12-12,2027-11-02,2473.02,103.93,24,Monthly,Farming_Inputs,Male,25-Sep-1985,Single,4,Transport,,273.65,0,Property,EcoCash,Harare QGA9213,4,2026-01-01,2026-01-18,2026-02-20,2028-01-08,31912.03,16.16,24,Bi-Weekly,Equipment,Female,23-Sep-1997,Married,0,Finance,53,1429.22,4,Property,EcoCash,Mashonaland_Central CWO6851,0,2026-02-16,2026-02-28,2026-04-06,2028-02-18,4002.45,87.9,24,Bi-Weekly,Stock_Purchase,Male,25-Mar-1967,Married,,Education,88,652.91,0,Livestock,OneMoney,Mashonaland_East JTM4958,4,2025-10-20,2025-11-07,2025-12-07,2027-10-28,4011.32,19.62,24,Monthly,Equipment,Male,05-Dec-1994,Married,2,Government,68,,2,None,EcoCash,Manicaland YQS9295,4,2025-04-28,2025-05-12,2025-06-13,2026-05-07,2932.81,19.64,12,Monthly,Home_Improvement,Male,18-May-1960,Married,2,Informal_Sector,9,,2,Livestock,OneMoney,Harare ESJ3848,2,2026-02-09,2026-02-14,2026-03-19,2027-02-09,1123.56,84.89,12,Monthly,Equipment,Male,30-Nov-1989,Married,,Informal_Sector,12,248.43,1,None,EcoCash,Harare IWU2032,1,2025-12-12,2025-12-29,2026-01-25,2026-12-24,4255.16,96.44,12,Weekly,Equipment,Male,21-Aug-1991,Married,5,,123,948.15,0,Livestock,Cash,Mashonaland_Central KPH7842,3,2025-08-04,2025-08-11,2025-09-08,2027-08-01,1269.14,11.79,24,Bi-Weekly,,Male,15-Jun-1980,Single,1,,78,397.83,2,Savings,EcoCash,Mashonaland_East LRN8162,0,2025-12-20,2025-12-24,2026-02-05,2026-03-24,2138.01,173.44,3,Monthly,Farming_Inputs,Male,16-Jun-2003,Married,2,Manufacturing,20,501.39,4,None,EcoCash,Mashonaland_East AXE1699,4,2025-07-20,2025-07-28,2025-09-10,2028-07-12,697.12,16.59,36,Weekly,Equipment,Male,27-Sep-1986,Married,3,Agriculture,,81.01,2,None,Cash,Masvingo XKB4966,1,2025-07-22,2025-07-23,2025-08-26,2028-07-07,12611.54,13.86,36,Monthly,Stock_Purchase,Male,24-Mar-1997,Single,,Transport,29,675.58,7,Vehicle,EcoCash,Masvingo STK2218,0,2025-03-19,2025-03-29,2025-05-05,2026-03-24,9479.36,15.07,12,Monthly,Working_Capital,Male,28-Jan-1988,Married,3,Finance,120,1122.88,5,Vehicle,EcoCash,Harare HYQ6433,0,2026-01-18,2026-01-19,2026-02-21,2026-04-19,3354.36,107.09,3,Monthly,Home_Improvement,Male,25-Aug-2004,Single,1,Informal_Sector,16,378.69,2,None,Cash,Mashonaland_Central GTU7140,3,2025-07-27,2025-08-01,2025-09-11,2027-01-23,4340.02,16.25,18,Bi-Weekly,Debt_Consolidation,Male,03-Feb-1993,Single,2,Mining,38,1548.99,3,Guarantor,EcoCash,Midlands UNR5657,3,2025-09-08,2025-09-19,2025-10-15,2027-03-13,8913.51,12.86,18,Monthly,Personal,Male,16-Jan-2005,,0,Finance,11,,2,None,Bank_Transfer,Matabeleland_North TTM2253,0,2025-12-08,2025-12-29,2026-02-08,2026-03-29,1664.75,149.33,3,Bi-Weekly,Home_Improvement,Female,12-May-1964,Married,,Agriculture,129,396.3,2,None,EcoCash,Harare YNV2699,1,2025-09-13,2025-09-26,2025-10-28,2027-03-20,5384.5,107.23,18,Monthly,Working_Capital,Male,10-Dec-2005,Single,2,Construction,9,680.82,0,Guarantor,Cash,Bulawayo YIY6671,1,2025-06-14,2025-07-02,2025-08-10,2026-06-27,15314.08,140.76,12,Weekly,Business_Expansion,Female,19-Oct-1990,Single,2,Government,138,,0,None,EcoCash,Manicaland FRE3263,2,2025-08-23,2025-08-30,2025-10-04,2027-02-21,2515.8,15.15,18,Monthly,Livestock,Male,21-Feb-1977,Divorced,3,Retail_Trade,54,359.04,3,Guarantor,EcoCash,Midlands KMF7808,3,2025-10-20,2025-11-01,2025-12-06,2026-10-27,1670.4,11.74,12,Monthly,Medical,Male,13-Apr-1998,Married,1,Construction,42,742.47,1,Vehicle,EcoCash,Manicaland ROL0904,3,2025-03-03,2025-03-05,2025-04-19,2025-09-01,1021.31,14.45,6,Monthly,Personal,Male,16-Nov-1965,Married,4,Agriculture,20,415.74,1,Guarantor,Bank_Transfer,Masvingo PZK7451,2,2025-02-05,2025-02-21,2025-04-03,2025-11-18,11203.73,92.09,9,Monthly,Farming_Inputs,Male,18-Jan-1976,Single,2,NGO,112,1112.35,3,Livestock,InnBucks,Harare KIH0254,0,2025-06-06,2025-06-25,2025-07-25,2026-12-17,321.16,139.68,18,Bi-Weekly,Wedding,Male,03-Apr-1995,Married,1,Agriculture,124,,0,Property,OneMoney,Harare LWI9052,2,2025-12-08,2025-12-27,2026-01-28,2026-12-22,4195.32,119.19,12,Bi-Weekly,Livestock,Male,18-Apr-1990,Single,2,Retail_Trade,49,741.37,1,Vehicle,OneMoney,Harare BVC9479,0,2025-10-17,2025-11-07,2025-12-20,2027-10-28,1334.94,15.21,24,Monthly,Rent,Female,24-Aug-1964,Married,3,,89,328.47,3,Savings,EcoCash,Masvingo URY0635,3,2025-09-18,2025-09-29,2025-11-12,2026-09-24,1692.75,15.55,12,Monthly,School_Fees,Male,29-Nov-1967,Divorced,6,Informal_Sector,21,390.63,0,Guarantor,InnBucks,Masvingo XPZ4576,1,2024-12-29,2025-01-09,2025-02-09,2026-07-03,7476.51,99.7,18,Bi-Weekly,Business_Expansion,Male,12-Nov-1991,Single,0,Retail_Trade,107,508.5,0,Vehicle,EcoCash,Bulawayo XKZ9102,0,2025-08-03,2025-08-23,2025-09-28,2027-02-14,654.43,16.63,18,Monthly,Working_Capital,Female,12-Jul-1981,Married,2,Informal_Sector,33,,0,None,EcoCash,Bulawayo ZUW9102,2,2025-03-14,2025-03-22,2025-04-24,2026-09-13,2098.71,124.18,18,Weekly,Farming_Inputs,Female,28-Sep-1997,Widowed,1,Agriculture,41,162.38,1,Savings,EcoCash,Bulawayo UBN0486,3,2025-09-30,2025-10-10,2025-11-04,2026-04-08,316.65,13.5,6,Monthly,Personal,Female,29-Apr-1983,Married,5,Agriculture,5,80.82,0,Vehicle,EcoCash,Midlands BDO4948,4,2025-12-12,2025-12-28,2026-01-28,2028-12-12,3007.05,17.22,36,Monthly,Vehicle,Female,26-Apr-1961,Married,3,Informal_Sector,26,171.52,0,Livestock,Cash,Masvingo UMK7105,3,2025-04-16,2025-05-06,2025-06-05,2026-05-01,7886.08,14.31,12,Monthly,Personal,Female,31-Oct-1994,,3,NGO,53,1392.16,1,Savings,Bank_Transfer,Bulawayo BPN3689,1,2025-04-29,2025-05-20,2025-06-28,2026-11-11,5621.97,113.57,18,Monthly,Equipment,Female,09-Sep-1992,Married,3,Informal_Sector,20,520.15,1,Property,InnBucks,Harare LCY3691,0,2026-01-02,2026-01-21,2026-03-05,2028-01-11,1206.73,124.43,24,Weekly,Vehicle,Male,31-Jul-1979,Single,7,Education,41,258.25,4,None,EcoCash,Masvingo DAB1719,0,2025-01-22,2025-01-26,2025-02-20,2026-07-20,1794.45,123.76,18,Monthly,Business_Expansion,Male,01-Mar-1997,Married,1,Informal_Sector,2,324.43,2,Property,Cash,Mashonaland_East VOD9149,3,2025-04-26,2025-05-06,2025-05-28,2026-05-01,4606.24,99.49,12,Monthly,Rent,Female,02-Aug-1993,Single,3,Retail_Trade,150,,1,Savings,Bank_Transfer,Manicaland ADN0299,3,2025-08-26,2025-08-28,2025-09-25,2026-08-23,1324.56,12.28,12,Monthly,Personal,Female,28-Apr-1975,Married,5,Informal_Sector,34,469.63,6,Vehicle,Bank_Transfer,Harare VWW5498,2,2025-09-20,2025-09-22,2025-10-20,2027-09-12,8369.45,101.87,24,Bi-Weekly,Farming_Inputs,Female,27-Jun-1975,Married,7,Healthcare,117,840.92,5,Livestock,EcoCash,Midlands IDO0436,3,2025-11-28,2025-12-10,2026-01-05,2026-12-05,2946.43,15.27,12,Monthly,Debt_Consolidation,Female,25-Jul-1995,Divorced,3,,,,0,None,EcoCash,Harare CSE1995,1,2025-08-31,2025-09-13,2025-10-27,2026-03-12,3544.11,105.21,6,Monthly,,Female,22-Sep-1984,Married,3,Informal_Sector,14,,1,None,EcoCash,Bulawayo ZZJ1691,0,2025-05-03,2025-05-15,2025-06-12,2025-08-13,2802.8,86.48,3,Monthly,Business_Expansion,Male,08-Mar-1994,Divorced,2,Retail_Trade,91,,0,Guarantor,Bank_Transfer,Harare DOT7701,2,2026-02-02,2026-02-15,2026-03-28,2026-08-14,5847.5,118.96,6,Monthly,Livestock,Male,24-Nov-1980,Married,4,Government,111,525.28,1,Guarantor,Cash,Bulawayo MGZ8737,2,2026-02-22,2026-02-25,2026-03-24,2027-08-19,4131.58,12.71,18,Monthly,Farming_Inputs,Male,04-Aug-1991,Single,1,Manufacturing,137,589.54,0,Livestock,Bank_Transfer,Midlands HZX3153,3,2025-11-04,2025-11-24,2025-12-22,2026-11-19,345.68,15.2,12,Monthly,Rent,Female,09-Sep-1967,Divorced,,Agriculture,10,166.67,1,Savings,InnBucks,Masvingo QNL1418,3,2025-08-18,2025-09-01,2025-10-02,2026-02-28,1011.95,14.72,6,Monthly,Rent,Male,19-Mar-1968,Married,0,Agriculture,90,238.29,6,Guarantor,Cash,Bulawayo OMF7498,0,2026-01-26,2026-02-02,2026-03-13,2027-01-28,550.22,15.53,12,Monthly,Farming_Inputs,Female,11-Jul-1998,Single,4,Government,105,322.21,2,None,OneMoney,Harare XHX7072,5,2025-07-16,2025-07-30,2025-09-04,2025-09-28,1040.64,141.0,2,Monthly,Medical,Male,12-Oct-1975,Married,7,Retail_Trade,28,554.72,1,None,Bank_Transfer,Midlands GSB7562,4,2025-08-24,2025-09-04,2025-10-04,2028-08-19,11363.48,17.19,36,Monthly,Home_Improvement,Female,10-May-2006,Single,2,Manufacturing,20,931.09,2,Savings,Cash,Manicaland GAE6243,1,2025-05-16,2025-05-26,2025-07-02,2028-05-10,5247.35,15.4,36,Monthly,Business_Expansion,Male,09-May-1999,Single,6,Government,54,552.27,0,Guarantor,EcoCash,Manicaland LNJ0511,0,2025-01-13,2025-02-02,2025-02-27,2026-01-28,3797.09,124.88,12,Monthly,Livestock,Male,13-Apr-2001,Married,2,Finance,32,,3,None,Cash,Matabeleland_North XIW7209,0,2025-04-03,2025-04-20,2025-05-22,2026-04-15,1679.65,18.41,12,Monthly,,Male,01-Jul-1979,Married,3,Government,84,644.68,0,None,EcoCash,Midlands OFS9244,2,2025-11-19,2025-12-09,2026-01-09,2026-12-04,4692.87,66.52,12,Monthly,Equipment,Female,01-Jan-1960,Widowed,6,Transport,32,419.75,1,Guarantor,OneMoney,Manicaland ZTU5066,0,2025-01-29,2025-02-06,2025-03-11,2025-08-05,4222.22,140.41,6,Monthly,Debt_Consolidation,Male,12-Feb-1999,Married,3,Telecom,6,1511.44,5,None,EcoCash,Mashonaland_Central TUL1265,1,2025-03-24,2025-04-03,2025-05-03,2028-03-18,5566.22,110.3,36,Bi-Weekly,Stock_Purchase,Male,13-Jul-1983,Divorced,4,Healthcare,16,1099.26,0,Guarantor,Bank_Transfer,Harare SUB8522,3,2025-07-26,2025-07-29,2025-09-02,2027-01-20,1334.19,11.95,18,Monthly,School_Fees,Male,16-Jul-2003,Single,1,Agriculture,21,407.19,0,Guarantor,Cash,Matabeleland_North CIN9277,3,2026-01-17,2026-02-03,2026-03-02,2026-08-02,1694.01,14.97,6,Monthly,Debt_Consolidation,Male,06-Jan-1996,Single,2,Retail_Trade,71,798.44,1,Guarantor,Bank_Transfer,Harare SXQ4671,3,2025-03-19,2025-04-03,2025-05-12,2026-03-29,5110.99,13.52,12,Monthly,Debt_Consolidation,Female,16-Jul-1993,Married,2,Construction,43,1104.35,4,None,Bank_Transfer,Bulawayo UFN3622,1,2025-11-04,2025-11-15,2025-12-18,2027-11-05,6509.28,132.01,24,Monthly,Working_Capital,Male,09-Feb-1995,Married,1,Manufacturing,42,,1,Guarantor,EcoCash,Bulawayo VZV4722,5,2025-08-06,2025-08-26,2025-10-06,2025-11-24,567.14,124.0,3,Weekly,Rent,Female,15-Aug-1985,Married,4,Informal_Sector,19,,4,Livestock,Cash,Masvingo VLQ2390,3,2025-03-18,2025-03-19,2025-04-15,2026-03-14,3664.42,15.17,12,Monthly,Debt_Consolidation,Male,18-Jul-1992,Single,4,Telecom,15,,0,Guarantor,Bank_Transfer,Mashonaland_Central SLY4655,1,2025-01-17,2025-01-26,2025-02-28,2026-01-21,1552.48,108.37,12,Weekly,Working_Capital,Male,05-Apr-1973,Married,2,Retail_Trade,124,488.71,1,,Cash,Mashonaland_Central VCP3342,3,2025-09-24,2025-10-03,2025-11-10,2027-09-23,2429.73,13.25,24,Monthly,Personal,Female,18-Nov-1967,Widowed,3,Transport,94,711.48,0,Savings,EcoCash,Harare OGX1137,2,2025-03-18,2025-04-02,2025-05-04,2026-03-28,11892.65,140.74,12,Monthly,Farming_Inputs,Male,20-Mar-1974,Married,6,Manufacturing,,682.99,2,Savings,OneMoney,Bulawayo ABY7970,4,2025-12-04,2025-12-21,2026-02-01,2028-12-05,5446.02,15.1,36,Monthly,Vehicle,Male,30-Oct-2000,Single,1,Government,44,471.52,0,Property,Cash,Manicaland LTT4359,2,2025-09-02,2025-09-11,2025-10-08,2026-09-06,1619.61,104.97,12,Bi-Weekly,Equipment,Male,20-Jun-1997,Single,4,Transport,,367.16,1,,Cash,Masvingo RGP6696,0,2025-11-10,2025-11-30,2026-01-08,2026-11-25,2147.21,15.94,12,Bi-Weekly,Working_Capital,Male,09-Jun-2000,Married,3,Agriculture,7,370.52,1,,Cash,Matabeleland_North ETT3134,2,2025-05-11,2025-05-28,2025-06-28,2026-05-23,18021.18,83.19,12,Monthly,Working_Capital,Male,26-Nov-1991,Divorced,2,NGO,100,1640.97,2,Property,EcoCash,Harare VQK5360,3,2025-09-11,2025-09-21,2025-10-24,2027-09-11,2089.47,15.59,24,Monthly,School_Fees,Male,05-Mar-1972,Widowed,,Retail_Trade,,,3,Guarantor,EcoCash,Midlands TAQ5167,2,2025-07-08,2025-07-13,2025-08-21,2026-07-08,2597.23,101.41,12,Monthly,Farming_Inputs,Male,05-Sep-1977,Married,7,Informal_Sector,2,586.69,4,Livestock,OneMoney,Manicaland TWG2069,3,2025-03-01,2025-03-20,2025-04-27,2026-03-15,1223.21,13.82,12,Monthly,Medical,Female,10-Jun-1962,Married,4,Government,91,679.37,0,Guarantor,Bank_Transfer,Mashonaland_West OLL1043,1,2025-10-23,2025-11-05,2025-12-08,2027-10-26,5355.32,104.68,24,Monthly,Working_Capital,Male,01-Feb-2008,Single,0,Construction,2,473.8,3,Livestock,Bank_Transfer,Midlands RMR6916,2,2025-11-25,2025-11-27,2026-01-11,2026-11-22,4618.84,107.3,12,Monthly,Farming_Inputs,Male,26-Nov-1980,Divorced,0,Informal_Sector,37,678.58,1,Livestock,Bank_Transfer,Bulawayo CWW9082,3,2025-01-05,2025-01-22,2025-02-28,2026-01-17,1495.03,15.37,12,Monthly,Debt_Consolidation,Female,24-Mar-1995,Divorced,5,Manufacturing,24,394.66,3,Guarantor,OneMoney,Harare DIS1533,3,2025-03-28,2025-04-16,2025-05-23,2026-04-11,2233.76,89.8,12,Weekly,Rent,Female,18-Feb-1992,Single,2,Construction,37,569.19,0,None,EcoCash,Manicaland UDW1446,3,2025-09-04,2025-09-24,2025-10-26,2026-03-23,2052.94,16.43,6,Monthly,Personal,Female,25-Jul-1997,Married,3,Retail_Trade,35,928.63,4,Savings,EcoCash,Mashonaland_Central NEY9288,3,2025-05-22,2025-05-28,2025-06-28,2027-05-18,778.13,73.88,24,Monthly,Rent,Female,02-Oct-1988,Married,2,Informal_Sector,7,300.71,1,Savings,InnBucks,Manicaland GEQ3261,1,2026-01-06,2026-01-25,2026-03-07,2027-07-19,8313.44,13.95,18,Monthly,Working_Capital,Male,15-Aug-1980,Married,3,Retail_Trade,35,811.93,0,None,EcoCash,Midlands DDE0864,5,2025-11-24,2025-12-13,2026-01-24,2026-02-11,161.45,133.08,2,Monthly,Funeral,Female,03-Jul-1975,Widowed,2,Informal_Sector,10,171.41,0,Guarantor,EcoCash,Midlands HRW8057,1,2025-07-24,2025-08-05,2025-09-01,2026-07-31,3095.9,99.72,12,Monthly,Stock_Purchase,Male,02-Aug-1993,Widowed,2,Informal_Sector,10,199.5,1,Guarantor,Bank_Transfer,Matabeleland_North EDZ5434,1,2025-10-02,2025-10-20,2025-11-28,2027-10-10,8264.97,12.04,24,Monthly,Business_Expansion,Male,28-Aug-1998,Single,2,,28,474.67,0,Savings,EcoCash,Mashonaland_East XDU4447,0,2025-07-23,2025-08-13,2025-09-12,2025-11-11,1411.51,106.46,3,Monthly,Home_Improvement,Female,15-Dec-1992,Married,,Healthcare,41,711.42,0,None,InnBucks,Bulawayo HDQ1554,1,2025-12-14,2025-12-21,2026-01-21,2026-06-19,11283.69,125.44,6,Bi-Weekly,Working_Capital,Female,16-Mar-1997,Married,3,Government,81,,1,Property,Cash,Harare ICD4170,2,2026-01-14,2026-01-24,2026-02-19,2026-07-23,3315.36,111.94,6,Monthly,Equipment,Male,11-Aug-2004,Single,0,Informal_Sector,5,394.28,1,Property,Bank_Transfer,Harare ACN2803,1,2025-09-07,2025-09-27,2025-10-27,2026-03-26,3796.31,13.78,6,Monthly,Working_Capital,Female,08-Mar-1991,Married,2,Informal_Sector,36,314.69,3,Vehicle,Bank_Transfer,Harare FLB0567,4,2025-03-08,2025-03-27,2025-05-11,2027-03-17,9878.59,18.42,24,Monthly,Equipment,Male,10-Jul-1961,Married,5,Transport,120,283.42,4,Guarantor,EcoCash,Harare AFW8735,2,2025-07-08,2025-07-10,2025-08-12,2026-07-05,4725.34,92.47,12,Monthly,Livestock,Male,24-Jul-1993,Married,2,Retail_Trade,148,654.34,3,Guarantor,Cash,Harare QHF2663,0,2025-05-30,2025-06-03,2025-07-13,2025-11-30,1573.58,174.68,6,Monthly,Funeral,,05-May-1991,Divorced,4,Agriculture,153,220.12,2,,InnBucks,Harare SIS4056,0,2025-08-18,2025-08-21,2025-09-15,2026-08-16,1664.06,134.97,12,Monthly,Business_Expansion,Female,01-Mar-1970,Divorced,4,Agriculture,20,289.45,0,,EcoCash,Mashonaland_Central BFB7024,1,2025-10-19,2025-10-21,2025-11-19,2026-10-16,21195.67,15.83,12,Weekly,Business_Expansion,Female,05-Feb-1999,Divorced,3,NGO,2,1367.99,1,Property,Cash,Manicaland FFD2187,2,2025-01-25,2025-01-30,2025-03-13,2027-01-20,3134.72,97.71,24,Monthly,Farming_Inputs,Male,22-Feb-1995,Single,3,Construction,,356.55,3,None,OneMoney,Matabeleland_South LTU4222,1,2025-04-28,2025-05-18,2025-07-01,2028-05-02,3287.35,78.44,36,Monthly,Stock_Purchase,Female,15-Nov-2000,Single,2,Informal_Sector,,181.11,1,None,InnBucks,Midlands HTJ6857,3,2025-04-14,2025-04-18,2025-05-28,2025-10-15,546.76,,6,Bi-Weekly,School_Fees,Female,29-May-1957,Divorced,3,Agriculture,168,213.82,4,Vehicle,EcoCash,Harare KCJ8116,4,2025-05-29,2025-05-30,2025-07-03,2029-05-09,6543.36,105.93,48,Monthly,Home_Improvement,Male,25-Jan-1966,Married,2,,118,,2,None,Cash,Manicaland EBF4220,0,2025-03-10,2025-03-18,2025-04-18,2025-09-14,988.94,126.48,6,Monthly,Business_Expansion,Male,03-Jul-1990,Single,6,Informal_Sector,28,180.27,2,Savings,,Masvingo VKE7153,2,2025-06-08,2025-06-10,2025-07-13,2026-03-07,7953.6,85.33,9,Monthly,Working_Capital,Male,18-Sep-2004,Married,2,Transport,,856.86,4,Guarantor,Cash,Harare RDY5024,3,2025-09-22,2025-10-01,2025-11-13,2026-09-26,1693.26,84.68,12,Monthly,Personal,Female,04-Oct-1959,Widowed,6,Retail_Trade,92,694.64,5,Vehicle,Cash,Bulawayo BYR5509,3,2025-04-28,2025-05-05,2025-06-03,2025-11-01,1668.53,16.81,6,Monthly,Medical,Female,09-Apr-2002,Single,0,Government,62,999.24,1,None,EcoCash,Mashonaland_West RJH2016,0,2025-11-09,2025-11-10,2025-12-16,2026-11-05,3960.37,117.39,12,Weekly,Farming_Inputs,Female,20-Sep-1967,Widowed,3,Government,45,714.66,2,Guarantor,Bank_Transfer,Bulawayo IKG5514,5,2025-05-15,2025-05-19,2025-06-13,2025-07-18,728.94,172.24,2,Weekly,Medical,Female,10-Jan-1961,Married,1,Agriculture,57,,0,Guarantor,EcoCash,Mashonaland_East NVR5085,1,2025-04-22,2025-04-26,2025-06-06,2028-04-10,3846.24,13.48,36,Monthly,Working_Capital,Male,05-May-1966,Married,4,Agriculture,94,,0,None,InnBucks,Midlands INF3715,0,2026-02-04,2026-02-12,2026-03-20,2027-02-07,1010.34,16.14,12,Monthly,Livestock,Male,15-Jan-1981,Married,7,Informal_Sector,16,182.54,2,Guarantor,EcoCash,Masvingo IGM6607,2,2025-04-16,2025-04-25,2025-06-04,2026-01-20,3323.41,97.32,9,Monthly,Working_Capital,Male,28-Jan-1971,Married,2,Agriculture,69,194.7,1,Property,Bank_Transfer,Manicaland AMP6369,1,2025-04-24,2025-05-15,2025-06-23,2026-05-10,5726.89,13.95,12,Monthly,Business_Expansion,Female,08-Nov-1969,Married,3,Healthcare,8,398.43,1,Savings,EcoCash,Mashonaland_Central YVK1582,2,2025-06-02,2025-06-20,2025-07-22,2026-06-15,4717.43,130.25,12,Bi-Weekly,Farming_Inputs,,01-Nov-1962,Divorced,1,Government,18,1010.92,3,Property,EcoCash,Harare JZB2864,2,2025-12-25,2026-01-08,2026-02-15,2027-12-29,2275.21,11.29,24,Monthly,Farming_Inputs,Female,22-Aug-1990,Single,3,Transport,132,367.79,0,None,EcoCash,Masvingo LDO6927,2,2025-07-12,2025-07-26,2025-09-08,2026-07-21,4101.94,14.28,12,Monthly,Farming_Inputs,Female,09-Sep-1991,,,Informal_Sector,15,349.85,2,Savings,Bank_Transfer,Masvingo WCG6571,4,2025-02-12,2025-02-25,2025-03-22,2026-02-20,6263.5,17.32,12,Monthly,Home_Improvement,Male,10-Apr-1981,Widowed,3,Healthcare,22,652.36,1,,Bank_Transfer,Matabeleland_North MXU4187,2,2025-01-09,2025-01-14,2025-02-11,2026-07-08,6551.45,128.2,18,Monthly,Livestock,Female,25-Feb-2003,,1,Education,14,,2,Guarantor,OneMoney,Matabeleland_South DCZ7738,1,2025-05-21,2025-06-08,2025-07-23,2028-05-23,893.91,14.73,36,Bi-Weekly,Business_Expansion,Female,19-Sep-2006,Single,2,,8,222.16,0,None,Bank_Transfer,Harare KWG2188,3,2025-06-15,2025-06-25,2025-07-22,2026-06-20,520.77,13.09,12,Monthly,School_Fees,Female,09-Aug-1986,Single,0,Informal_Sector,19,118.52,2,Guarantor,EcoCash,Manicaland FTK2655,2,2025-12-25,2026-01-09,2026-02-15,2027-01-04,23726.68,14.57,12,Monthly,Working_Capital,Male,17-Aug-1970,Married,2,Finance,55,,3,Property,InnBucks,Harare FBF9527,0,2025-03-09,2025-03-25,2025-05-07,2025-06-23,3315.82,17.83,3,Monthly,,Female,28-Oct-1993,Single,3,Government,65,478.5,1,None,Bank_Transfer,Harare OJR2867,3,2026-01-24,2026-02-10,2026-03-23,2028-01-31,1403.93,14.23,24,Monthly,Debt_Consolidation,Male,10-Jun-1982,Married,7,Construction,95,480.6,3,Guarantor,InnBucks,Manicaland LZM7871,1,2025-02-01,2025-02-13,2025-03-12,2026-02-08,2822.92,92.18,12,Weekly,,Female,29-Mar-1982,Married,1,,18,282.59,2,None,Cash,Mashonaland_East REQ1736,3,2025-09-30,2025-10-20,2025-12-03,2026-04-18,1970.12,18.67,6,Weekly,School_Fees,Female,31-Jul-1985,Widowed,4,Manufacturing,98,605.08,0,None,Cash,Matabeleland_South PSQ9989,0,2026-02-12,2026-02-17,2026-03-25,2027-02-12,536.7,14.99,12,Monthly,Wedding,Male,13-Aug-1971,Divorced,,,46,65.5,0,Guarantor,Bank_Transfer,Harare OJG0594,0,2025-09-19,2025-10-10,2025-11-15,2026-04-08,8923.64,117.96,6,Monthly,Business_Expansion,Male,07-Jul-1968,Married,3,Mining,86,1238.35,0,None,EcoCash,Mashonaland_West PMQ4178,5,2025-08-29,2025-09-10,2025-10-05,2025-10-10,1253.25,135.9,1,Bi-Weekly,Rent,Female,20-Aug-1994,Single,3,Agriculture,75,458.13,0,Savings,EcoCash,Midlands ZMJ4726,1,2025-06-08,2025-06-10,2025-07-15,2027-05-31,5290.74,103.78,24,Monthly,Business_Expansion,Male,23-Jul-1976,Widowed,7,Government,121,744.78,1,Vehicle,EcoCash,Manicaland CYF4956,1,2025-05-23,2025-06-13,2025-07-26,2026-12-05,6772.03,82.92,18,Monthly,Business_Expansion,Male,22-Oct-1970,Single,,Agriculture,81,,1,None,Bank_Transfer,Matabeleland_South PVF6811,0,2025-02-11,2025-02-15,2025-03-23,2025-08-14,2826.86,144.23,6,Monthly,Debt_Consolidation,Male,28-Aug-2005,Single,0,Retail_Trade,19,584.02,1,,Cash,Harare UYG7466,0,2025-12-04,2025-12-22,2026-01-28,2027-12-12,1718.79,120.53,24,Monthly,Stock_Purchase,Male,21-Sep-1966,Married,,Informal_Sector,16,282.87,1,None,Bank_Transfer,Bulawayo IRM5695,2,2025-09-21,2025-09-23,2025-11-04,2027-03-17,2321.37,127.44,18,Weekly,Farming_Inputs,Female,15-Jul-1996,Single,3,Agriculture,114,289.93,1,Guarantor,InnBucks,Mashonaland_Central YJL8439,2,2025-01-09,2025-01-27,2025-03-01,2027-01-17,2957.99,84.26,24,Weekly,Equipment,Male,04-Jun-1997,Married,,Transport,63,451.31,1,Guarantor,InnBucks,Manicaland XEZ1743,5,2025-10-28,2025-10-30,2025-12-13,2026-04-28,673.26,185.01,6,Weekly,Personal,Male,27-Aug-1985,Married,4,Informal_Sector,16,433.49,0,Vehicle,EcoCash,Harare WAH5084,4,2025-09-28,2025-10-01,2025-11-07,2029-09-10,9063.76,15.64,48,Monthly,Equipment,Male,10-Aug-1973,Married,5,Education,35,381.59,3,Vehicle,EcoCash,Harare PHY8772,0,2025-10-11,2025-10-24,2025-11-24,2027-10-14,5038.05,13.91,24,Monthly,Debt_Consolidation,Female,01-Feb-1982,Married,4,Manufacturing,14,687.73,2,Savings,OneMoney,Matabeleland_North AXR6112,0,2025-03-12,2025-03-15,2025-04-26,2025-09-11,1412.56,160.11,6,Monthly,Personal,Male,07-Nov-1967,Married,5,Manufacturing,39,273.44,2,Property,Cash,Manicaland OUC5425,3,2025-05-12,2025-05-15,2025-06-28,2026-05-10,832.74,11.45,12,Monthly,Medical,Male,06-May-1990,Married,3,Government,138,318.56,2,Livestock,Cash,Matabeleland_South NJK5446,4,2024-12-25,2025-01-06,2025-02-10,2027-12-22,14762.6,18.15,36,Monthly,Vehicle,Male,27-Dec-1984,Divorced,2,Retail_Trade,28,,2,Livestock,EcoCash,Mashonaland_West RKP0540,1,2025-01-24,2025-01-26,2025-03-12,2026-01-21,4853.46,15.02,12,Bi-Weekly,Business_Expansion,Male,09-Dec-1999,Divorced,2,,,550.31,5,Vehicle,InnBucks,Matabeleland_North JIJ1460,2,2025-06-12,2025-06-28,2025-07-28,2026-06-23,2102.33,84.43,12,Monthly,Farming_Inputs,Male,27-Jul-1971,Single,7,Agriculture,45,371.97,3,Property,EcoCash,Harare PTK6472,2,2024-12-25,2025-01-01,2025-01-28,2025-06-30,8272.2,108.21,6,Monthly,Farming_Inputs,Male,02-Apr-1971,Married,3,Transport,98,,0,Livestock,InnBucks,Manicaland OXS3977,0,2025-10-31,2025-11-06,2025-12-15,2027-04-30,9064.34,113.56,18,Weekly,School_Fees,Male,12-Aug-1983,Divorced,6,Retail_Trade,59,1150.52,2,Guarantor,EcoCash,Manicaland AOM8900,3,2026-02-09,2026-02-12,2026-03-22,2027-02-07,1058.27,100.87,12,Monthly,School_Fees,Male,23-Feb-1971,Single,3,Education,99,338.57,3,Guarantor,OneMoney,Masvingo VNR0359,5,2025-10-21,2025-11-07,2025-12-18,2026-02-05,483.89,173.42,3,Bi-Weekly,Funeral,Male,09-Jul-1994,Married,0,Education,99,587.71,2,Property,EcoCash,Harare IYU3895,4,2025-07-17,2025-07-26,2025-08-22,2026-07-21,14523.35,19.22,12,Monthly,Vehicle,Female,13-Aug-1969,Divorced,6,Informal_Sector,23,422.08,4,Vehicle,Bank_Transfer,Mashonaland_East LIH7939,5,2026-01-25,2026-02-06,2026-03-18,2026-04-07,312.69,106.23,2,Weekly,Medical,Female,28-Nov-1954,Widowed,1,Government,132,412.38,6,None,EcoCash,Mashonaland_West MWB3044,3,2025-01-27,2025-02-05,2025-03-13,2027-01-26,1336.97,13.31,24,Monthly,Debt_Consolidation,Male,01-Feb-1969,Married,0,Healthcare,74,656.12,1,None,Cash,Mashonaland_West GWW0191,0,2026-01-07,2026-01-28,2026-02-25,2028-01-18,943.89,115.27,24,Monthly,Debt_Consolidation,Male,08-Sep-1995,Single,3,Informal_Sector,33,375.52,0,Property,OneMoney,Harare YYZ2592,2,2025-06-16,2025-06-27,2025-07-23,2027-06-17,4722.86,82.42,24,Monthly,Livestock,Female,10-May-1991,Single,1,Agriculture,46,450.57,3,,Bank_Transfer,Mashonaland_West AMV8743,0,2025-09-10,2025-10-01,2025-11-05,2026-09-26,552.66,16.67,12,Monthly,Equipment,Female,28-Sep-1980,Divorced,5,Agriculture,107,406.4,0,None,EcoCash,Harare VGR4206,3,2025-04-21,2025-04-27,2025-06-03,2025-10-24,1354.21,11.68,6,Monthly,Debt_Consolidation,Female,17-Sep-1979,Married,3,Construction,136,655.0,0,Guarantor,Cash,Mashonaland_Central QQB1582,1,2025-10-24,2025-10-31,2025-12-14,2026-10-26,940.36,14.69,12,Monthly,Business_Expansion,Male,15-Jun-1956,Single,,Informal_Sector,13,118.98,1,Guarantor,EcoCash,Mashonaland_East AIS6545,2,2025-12-15,2025-12-17,2026-01-16,2027-06-10,4036.8,118.82,18,Monthly,Working_Capital,Male,28-Aug-2003,Single,0,Retail_Trade,39,336.47,1,Vehicle,Cash,Masvingo ENG3349,3,2025-11-13,2025-12-02,2026-01-15,2026-11-27,740.05,16.68,12,Monthly,,Male,17-Jun-1984,Married,3,Informal_Sector,13,246.89,0,None,EcoCash,Bulawayo GLG3671,2,2025-11-18,2025-12-07,2026-01-03,2027-05-31,2002.27,13.57,18,Monthly,Equipment,Female,17-Oct-1966,Married,3,Agriculture,40,,0,None,Bank_Transfer,Harare ESG7838,0,2025-05-04,2025-05-08,2025-06-12,2026-10-30,2456.13,147.22,18,Monthly,Working_Capital,Female,03-Feb-2006,Single,0,Retail_Trade,10,540.14,2,Savings,InnBucks,Mashonaland_West VJE5970,2,2026-02-02,2026-02-22,2026-03-20,2026-11-19,1943.07,103.65,9,Weekly,Equipment,Male,04-Oct-1975,Married,2,Informal_Sector,49,,1,Livestock,InnBucks,Manicaland TJV4032,3,2025-01-04,2025-01-24,2025-03-02,2025-07-23,1042.42,17.77,6,Monthly,Rent,Female,25-Mar-1995,Married,1,Agriculture,54,303.01,4,None,Cash,Matabeleland_South NPZ0320,1,2025-07-27,2025-08-05,2025-09-05,2028-07-20,4733.14,11.86,36,Monthly,Business_Expansion,Male,08-Aug-2007,Single,0,Agriculture,11,191.43,4,Property,Bank_Transfer,Mashonaland_West GLH8560,1,2026-02-07,2026-02-22,2026-03-28,2029-02-06,4064.67,114.59,36,Monthly,Business_Expansion,Female,30-Oct-1985,Widowed,5,Manufacturing,32,294.94,4,None,InnBucks,Manicaland FCK6397,1,2025-03-18,2025-03-23,2025-04-23,2027-03-13,4914.12,13.61,24,Monthly,Stock_Purchase,Male,12-Aug-1991,Divorced,4,Agriculture,62,314.87,3,Livestock,EcoCash,Bulawayo ZND7829,5,2025-03-09,2025-03-18,2025-04-23,2025-05-17,248.87,146.33,2,Weekly,Funeral,Male,22-Feb-1985,Married,3,Retail_Trade,127,118.25,0,Savings,EcoCash,Manicaland WGY6041,5,2025-10-06,2025-10-22,2025-11-22,2026-04-20,2209.7,23.75,6,Monthly,Personal,Female,06-Oct-1992,Widowed,3,Finance,37,1174.35,6,None,OneMoney,Matabeleland_South FDI2501,0,2025-07-10,2025-07-18,2025-08-16,2026-01-14,3268.75,131.51,6,Monthly,Livestock,Male,15-Sep-1990,Married,2,Government,113,541.02,1,None,Cash,Mashonaland_West BMN3470,0,2025-06-15,2025-06-20,2025-07-28,2025-09-18,3546.4,117.37,3,Monthly,Rent,Male,06-Nov-1993,Married,3,Education,54,776.05,2,Property,Cash,Harare HBW4130,0,2025-05-28,2025-06-15,2025-07-17,2027-06-05,845.76,18.23,24,Monthly,Farming_Inputs,Male,22-Jan-1976,Widowed,4,Agriculture,25,,3,Property,OneMoney,Harare PWK7987,0,2025-09-14,2025-10-01,2025-11-06,2026-09-26,1063.69,112.78,12,Weekly,Home_Improvement,Male,11-Nov-1979,,2,Construction,118,,1,Savings,OneMoney,Matabeleland_South WHO1663,0,2026-02-10,2026-02-12,2026-03-26,2027-08-06,1531.23,112.07,18,Monthly,Farming_Inputs,Male,14-Mar-1996,Married,2,Agriculture,71,241.38,0,Vehicle,InnBucks,Midlands NWK2342,5,2025-02-12,2025-02-27,2025-04-08,2025-05-28,1543.45,196.52,3,Weekly,Personal,Male,04-Oct-1975,Widowed,,Informal_Sector,3,618.76,0,None,EcoCash,Matabeleland_North UJS7468,0,2025-11-27,2025-12-11,2026-01-19,2026-12-06,2164.46,118.39,12,Monthly,Stock_Purchase,Female,19-Jul-1978,Divorced,2,Informal_Sector,55,,0,Savings,OneMoney,Mashonaland_Central BEX0285,0,2025-03-29,2025-04-04,2025-05-01,2027-03-25,491.47,115.01,24,Monthly,Home_Improvement,Male,04-Feb-2003,Single,1,Informal_Sector,9,173.42,0,,Bank_Transfer,Harare UWS5984,0,2025-10-08,2025-10-11,2025-11-06,2026-04-09,2835.09,135.35,6,Monthly,Wedding,Male,24-Feb-1986,Married,1,Agriculture,61,508.66,2,Guarantor,EcoCash,Manicaland WTF7343,2,2025-08-24,2025-09-13,2025-10-26,2026-09-08,2627.45,12.16,12,Monthly,Livestock,Female,22-May-1988,Single,0,Informal_Sector,9,305.98,7,Livestock,InnBucks,Harare RRZ0390,0,2026-02-06,2026-02-16,2026-03-28,2026-08-15,1232.64,92.74,6,Monthly,Livestock,Male,29-Jun-1974,Married,3,Agriculture,117,,2,Vehicle,Bank_Transfer,Harare GDN8780,3,2025-05-10,2025-05-24,2025-07-06,2025-11-20,3882.4,15.6,6,Monthly,Debt_Consolidation,Male,03-Apr-1995,Single,1,Education,32,799.59,4,Guarantor,Bank_Transfer,Harare MNU7249,2,2025-04-12,2025-05-02,2025-06-04,2027-04-22,2680.55,102.82,24,Monthly,Equipment,Female,29-Apr-1978,Married,2,Retail_Trade,108,301.97,1,Livestock,InnBucks,Mashonaland_Central GDI9499,0,2026-01-16,2026-01-20,2026-03-04,2028-01-10,3637.38,14.36,24,Monthly,Wedding,Male,01-Apr-1980,Divorced,4,Government,87,703.32,1,,EcoCash,Matabeleland_North IIU5693,0,2025-08-16,2025-08-20,2025-09-27,2025-11-18,918.48,97.84,3,Monthly,Equipment,Female,09-Oct-1983,Divorced,2,,75,243.3,1,None,EcoCash,Manicaland OIP2054,1,2025-12-16,2025-12-20,2026-02-01,2026-06-18,4630.58,13.24,6,Monthly,Equipment,Male,12-Jun-1958,Divorced,0,Education,36,424.18,3,Livestock,Bank_Transfer,Mashonaland_East LFJ8326,2,2025-12-31,2026-01-14,2026-02-20,2027-01-09,3365.13,11.04,12,Bi-Weekly,Farming_Inputs,Male,14-Apr-1992,Married,3,Healthcare,98,446.44,1,None,EcoCash,Masvingo CZN4189,2,2025-05-10,2025-05-30,2025-07-03,2027-05-20,2235.67,115.76,24,Monthly,Farming_Inputs,Male,22-Dec-1971,Married,0,Informal_Sector,8,437.04,2,,Bank_Transfer,Midlands UXP6651,0,2025-01-11,2025-01-15,2025-02-12,2025-04-15,1602.75,14.74,3,Monthly,Vehicle,Male,01-May-1986,Married,5,Transport,102,339.27,0,None,EcoCash,Matabeleland_North RGY6659,4,2025-09-12,2025-09-14,2025-10-28,2026-09-09,3022.67,12.99,12,Weekly,Equipment,Female,22-Feb-1981,Divorced,1,,88,227.76,2,Vehicle,Cash,Mashonaland_West PDN4232,5,2025-03-21,2025-03-23,2025-04-20,2025-09-19,391.77,163.7,6,Monthly,Funeral,Male,06-Oct-1969,Married,7,Agriculture,,190.88,3,None,OneMoney,Bulawayo VND3934,3,2025-11-25,2025-12-10,2026-01-15,2027-06-03,1622.39,13.61,18,Monthly,Personal,Female,25-Jul-1990,Single,2,Government,71,499.44,2,None,Cash,Matabeleland_South THN8314,4,2025-07-23,2025-08-11,2025-09-24,2027-08-01,2906.5,15.81,24,Monthly,Equipment,Male,30-Mar-1968,Married,2,Agriculture,100,,1,,Bank_Transfer,Midlands NLD9324,1,2025-12-24,2026-01-12,2026-02-17,2027-01-07,6357.9,98.77,12,Bi-Weekly,Business_Expansion,Male,10-Aug-1966,Married,7,Agriculture,,361.44,0,Property,EcoCash,Harare UXS8258,0,2025-06-26,2025-07-17,2025-08-17,2027-01-08,2279.94,15.83,18,Monthly,Funeral,Male,18-Feb-1964,Married,2,Manufacturing,94,306.58,1,None,EcoCash,Matabeleland_North KBY6262,4,2025-03-07,2025-03-23,2025-05-01,2026-09-14,13401.51,86.94,18,Weekly,Equipment,Male,15-Jun-1981,Single,0,Retail_Trade,94,,4,Vehicle,EcoCash,Masvingo CEB8766,5,2025-01-27,2025-02-16,2025-03-15,2025-05-17,768.7,117.15,3,Bi-Weekly,Rent,Female,19-Mar-1988,Single,4,Informal_Sector,47,,0,Guarantor,EcoCash,Midlands EVF6778,2,2025-02-13,2025-03-02,2025-03-28,2026-08-24,3443.51,78.01,18,Monthly,Farming_Inputs,Female,05-May-2005,Married,3,Informal_Sector,25,575.49,2,None,EcoCash,Harare QSN4123,3,2025-11-25,2025-12-07,2026-01-13,2026-12-02,3944.82,18.32,12,Weekly,School_Fees,Female,20-Nov-1999,Divorced,2,Government,59,695.31,2,Property,EcoCash,Manicaland NRU6209,5,2025-03-12,2025-03-17,2025-05-01,2025-06-15,1001.6,120.77,3,Bi-Weekly,Personal,Female,25-Jul-1986,Married,0,Retail_Trade,74,446.26,6,Property,Bank_Transfer,Manicaland ZFI2630,1,2025-08-08,2025-08-24,2025-09-28,2028-08-08,3561.73,117.25,36,Monthly,Working_Capital,Female,07-Jan-1985,Married,,Agriculture,117,261.73,2,Savings,Bank_Transfer,Harare PBE7043,5,2025-12-29,2025-12-30,2026-02-10,2026-06-28,343.84,21.33,6,Bi-Weekly,Funeral,Male,02-Jun-1971,Married,5,Manufacturing,18,256.7,3,Savings,EcoCash,Harare WKK0810,0,2024-12-31,2025-01-09,2025-02-15,2026-07-03,4563.73,18.05,18,Monthly,Stock_Purchase,Male,03-Sep-1979,Divorced,6,Government,29,582.1,2,None,EcoCash,Mashonaland_West JGW0377,0,2025-02-21,2025-03-02,2025-04-06,2025-05-31,2376.99,105.42,3,Monthly,Personal,Male,16-Nov-1982,Married,5,Informal_Sector,,468.71,2,Savings,EcoCash,Harare JPE7891,2,2025-03-25,2025-04-13,2025-05-28,2026-01-08,7758.72,,9,Monthly,Livestock,Female,31-May-1976,Divorced,6,NGO,36,1040.55,3,Property,EcoCash,Bulawayo OGK4654,1,2025-05-12,2025-05-24,2025-06-28,2026-05-19,2132.01,10.54,12,Monthly,Business_Expansion,Male,29-Feb-2000,Married,5,Informal_Sector,25,108.1,2,None,Bank_Transfer,Midlands EUP8882,0,2025-05-03,2025-05-06,2025-06-06,2026-05-01,3592.1,105.06,12,Monthly,Stock_Purchase,Female,19-Oct-1965,Divorced,4,NGO,37,1017.03,8,None,EcoCash,Manicaland ZZP9215,1,2026-01-31,2026-02-20,2026-04-03,2027-02-15,16960.95,121.72,12,Bi-Weekly,Stock_Purchase,Male,20-Jun-1982,Married,3,Construction,31,,2,Guarantor,Cash,Mashonaland_West UJK4511,0,2025-11-12,2025-11-28,2026-01-09,2026-11-23,1249.37,105.68,12,Monthly,Livestock,Male,11-Jan-2004,Single,2,Informal_Sector,3,579.09,1,Livestock,EcoCash,Mashonaland_Central RIO7274,4,2026-01-05,2026-01-23,2026-03-09,2028-01-13,9338.64,16.32,24,Monthly,Equipment,Female,11-Oct-2005,Single,2,Healthcare,11,327.15,4,Property,OneMoney,Mashonaland_Central CVK7281,1,2025-12-14,2025-12-29,2026-02-01,2026-12-24,5933.75,108.92,12,Monthly,Business_Expansion,Female,29-Jan-1991,Married,3,Retail_Trade,140,923.92,0,Livestock,Cash,Mashonaland_East YFN6083,0,2025-03-02,2025-03-11,2025-04-13,2025-09-07,2126.8,14.38,6,Monthly,Funeral,Male,04-May-1978,Single,1,Retail_Trade,100,419.71,1,None,Bank_Transfer,Bulawayo ZWB0653,0,2025-08-31,2025-09-16,2025-10-16,2026-03-15,1359.73,15.16,6,Monthly,School_Fees,Male,27-Aug-1974,Married,7,Agriculture,66,211.84,2,None,EcoCash,Masvingo XJF4320,2,2025-12-19,2025-12-20,2026-01-27,2027-12-10,3104.75,13.59,24,Monthly,Equipment,Male,12-Dec-1981,Widowed,3,Government,93,562.71,3,None,Bank_Transfer,Mashonaland_West DRZ0501,1,2025-08-03,2025-08-09,2025-09-13,2026-08-04,7223.18,13.21,12,Monthly,Business_Expansion,Female,06-Apr-1984,Single,5,Construction,74,714.65,2,Property,Bank_Transfer,Harare UUS9592,1,2025-11-14,2025-11-29,2025-12-26,2026-05-28,6448.46,11.27,6,Monthly,Equipment,Male,27-Jun-1961,Married,2,Government,163,760.69,0,None,EcoCash,Masvingo GYT3367,1,2025-10-10,2025-10-28,2025-12-09,2027-10-18,11428.63,14.45,24,Monthly,Equipment,Female,26-Aug-1975,Divorced,,Informal_Sector,8,551.51,1,None,EcoCash,Midlands YOW0478,1,2025-10-22,2025-10-25,2025-12-07,2026-10-20,2775.23,10.63,12,Monthly,Business_Expansion,Female,26-May-1983,Married,4,Transport,47,238.06,1,Savings,EcoCash,Harare ETM8048,0,2025-10-03,2025-10-10,2025-11-08,2027-09-30,443.89,18.12,24,Bi-Weekly,Medical,Male,02-May-1967,Widowed,3,Agriculture,91,126.43,2,Savings,EcoCash,Midlands VHI3955,0,2025-08-12,2025-08-25,2025-10-06,2025-11-23,12486.56,99.81,3,Weekly,Livestock,Female,19-Apr-1982,Divorced,3,Mining,42,1659.68,3,Livestock,InnBucks,Harare JWY3546,4,2025-07-03,2025-07-17,2025-08-28,2028-07-01,21275.58,18.39,36,Monthly,Vehicle,Female,17-Nov-1968,Married,4,NGO,31,1389.06,1,Livestock,EcoCash,Bulawayo YGE8169,1,2025-01-11,2025-01-12,2025-02-14,2027-12-28,9130.48,16.61,36,Monthly,Business_Expansion,Male,15-Sep-1970,Married,3,NGO,108,729.58,1,Vehicle,EcoCash,Manicaland RBG9621,1,2025-02-05,2025-02-15,2025-03-28,2026-02-10,4099.99,16.49,12,Monthly,Business_Expansion,,18-Mar-1998,Single,4,Agriculture,22,,1,Savings,EcoCash,Mashonaland_Central KFH8046,0,2025-10-03,2025-10-08,2025-11-05,2026-10-03,677.45,141.17,12,Monthly,Stock_Purchase,Female,08-Jun-1971,Married,2,Agriculture,76,154.17,4,Property,Bank_Transfer,Harare NKO9494,4,2025-09-11,2025-09-26,2025-10-28,2026-09-21,4764.55,13.2,12,Monthly,Equipment,Male,28-Jan-1970,Divorced,6,Transport,71,249.74,3,Savings,Bank_Transfer,Mashonaland_East PXL7755,3,2025-01-01,2025-01-06,2025-02-16,2025-07-05,2025.89,11.84,6,Monthly,Personal,Male,14-Jun-1969,Widowed,1,Manufacturing,35,,6,Guarantor,Bank_Transfer,Harare ZEO6020,1,2025-03-25,2025-04-09,2025-05-12,2026-04-04,4881.78,12.56,12,Bi-Weekly,,Female,16-Jul-1963,Married,0,Retail_Trade,122,363.49,3,None,InnBucks,Mashonaland_East RNI7236,2,2025-02-12,2025-02-24,2025-04-06,2025-08-23,707.54,121.47,6,Monthly,Farming_Inputs,Male,22-Mar-2005,Divorced,1,Informal_Sector,7,,0,Savings,Bank_Transfer,Mashonaland_Central NVM5624,1,2025-04-08,2025-04-19,2025-05-15,2026-10-11,5268.23,17.03,18,Bi-Weekly,Business_Expansion,Male,01-Jul-1982,Divorced,2,Retail_Trade,59,205.54,2,Property,OneMoney,Matabeleland_South LYF0002,1,2025-09-02,2025-09-07,2025-10-10,2028-08-22,10535.87,100.06,36,Monthly,Business_Expansion,Female,28-Jun-1982,Married,2,Informal_Sector,7,554.61,3,Guarantor,EcoCash,Mashonaland_East DPI0552,1,2026-01-25,2026-02-07,2026-03-11,2027-02-02,8029.57,93.04,12,Monthly,Stock_Purchase,Female,03-Apr-2007,Single,0,Finance,11,1470.91,2,Vehicle,Bank_Transfer,Mashonaland_West VFL2098,2,2025-12-13,2025-12-25,2026-01-27,2026-12-20,4318.05,13.44,12,Monthly,Working_Capital,Female,03-Feb-1993,Single,2,Finance,87,924.37,4,Livestock,EcoCash,Mashonaland_West HPU5706,2,2025-06-14,2025-06-17,2025-07-20,2026-03-14,1061.6,9.84,9,Monthly,Farming_Inputs,Male,14-Oct-1996,Single,4,Informal_Sector,7,119.71,1,None,Cash,Manicaland IOG1292,2,2025-11-20,2025-11-25,2026-01-02,2027-05-19,3277.03,13.73,18,Monthly,Working_Capital,Female,03-Apr-1986,Married,,Construction,35,352.78,0,None,Cash,Manicaland VCG0006,4,2025-01-01,2025-01-07,2025-02-10,2026-12-28,7248.07,17.21,24,Bi-Weekly,Equipment,Male,01-Aug-1981,,,Manufacturing,124,688.43,0,Property,InnBucks,Masvingo VDT8680,0,2025-02-15,2025-03-04,2025-04-11,2025-06-02,879.32,133.17,3,Bi-Weekly,Wedding,Male,13-Aug-1996,Married,2,Informal_Sector,40,366.35,1,None,InnBucks,Manicaland PHN9134,4,2026-02-12,2026-02-16,2026-03-28,2029-01-31,20435.41,14.63,36,Monthly,Vehicle,Male,30-Sep-1957,Widowed,2,Government,,608.47,4,Guarantor,InnBucks,Matabeleland_South QLY8408,0,2025-05-09,2025-05-22,2025-06-16,2027-05-12,2788.97,15.04,24,Monthly,Stock_Purchase,Male,10-Feb-1994,Single,3,Manufacturing,,382.52,5,None,InnBucks,Mashonaland_East GQF3229,4,2025-10-31,2025-11-03,2025-11-28,2027-10-24,7946.65,18.92,24,Monthly,Equipment,Female,03-Oct-1978,Married,7,Informal_Sector,13,458.71,5,Property,EcoCash,Mashonaland_West QRU5190,4,2025-10-21,2025-11-01,2025-12-02,2027-10-22,14444.56,19.53,24,Monthly,Equipment,Male,04-Jun-1975,Married,2,Agriculture,126,482.64,1,Guarantor,Cash,Midlands JDY8653,0,2026-01-29,2026-01-30,2026-03-08,2027-01-25,2328.67,18.44,12,Weekly,Business_Expansion,Male,27-Jan-1997,Single,3,Agriculture,107,421.25,3,Savings,EcoCash,Bulawayo LXP2696,3,2025-04-09,2025-04-19,2025-06-01,2026-10-11,1499.35,14.3,18,Monthly,Medical,Male,16-Mar-1986,Widowed,2,Education,31,499.36,3,Vehicle,EcoCash,Matabeleland_South DAU1948,2,2026-02-13,2026-02-16,2026-03-24,2027-02-11,4496.65,94.61,12,Bi-Weekly,Equipment,Female,13-Apr-1970,Married,2,Government,184,615.34,0,Livestock,Bank_Transfer,Mashonaland_West ZKB6852,2,2025-06-05,2025-06-22,2025-08-03,2026-06-17,1386.43,130.61,12,Monthly,Livestock,Female,28-Oct-1966,Married,2,Retail_Trade,135,128.54,0,None,Cash,Masvingo JOC8182,0,2025-02-05,2025-02-12,2025-03-12,2026-02-07,1269.81,89.89,12,Monthly,Equipment,Male,10-Mar-2004,Divorced,0,Manufacturing,12,857.39,0,None,EcoCash,Midlands WPU7243,2,2025-08-04,2025-08-06,2025-09-17,2026-08-01,8152.13,96.58,12,Bi-Weekly,Livestock,Male,20-Apr-1987,Married,5,Telecom,48,703.55,5,Guarantor,EcoCash,Midlands DHM8155,3,2025-12-18,2025-12-23,2026-01-22,2026-12-18,690.92,17.47,12,Monthly,Rent,Female,01-Mar-1996,Divorced,1,Agriculture,5,257.17,4,Vehicle,InnBucks,Harare BKV4337,1,2025-06-18,2025-06-30,2025-08-04,2025-12-27,1193.63,110.09,6,Monthly,Business_Expansion,Female,15-Dec-1994,Single,2,Informal_Sector,40,293.28,2,Guarantor,InnBucks,Bulawayo DJZ1621,2,2025-07-01,2025-07-16,2025-08-11,2026-07-11,6780.33,74.21,12,Monthly,Livestock,Female,16-May-1969,Widowed,2,Manufacturing,65,397.93,2,Livestock,Bank_Transfer,Mashonaland_East RHE8232,3,2025-06-28,2025-07-11,2025-08-14,2026-01-07,5776.93,14.12,6,Monthly,Medical,Female,08-Mar-1998,Divorced,1,Telecom,86,,2,None,Cash,Mashonaland_Central RZA3300,2,2026-02-07,2026-02-21,2026-03-19,2027-08-15,1320.27,98.08,18,Monthly,Farming_Inputs,Male,02-Aug-2007,Single,0,Agriculture,10,241.74,0,Guarantor,Bank_Transfer,Mashonaland_West RWJ2599,0,2025-11-28,2025-12-02,2026-01-05,2026-05-31,510.49,130.92,6,Monthly,Home_Improvement,Female,03-Apr-1985,Married,5,Agriculture,135,152.51,2,None,Cash,Masvingo NXU0486,0,2025-08-08,2025-08-27,2025-09-21,2026-08-22,2749.4,79.06,12,Monthly,School_Fees,Male,29-Mar-1989,Single,6,Government,64,651.48,3,Guarantor,Bank_Transfer,Harare MTJ8168,1,2026-02-03,2026-02-21,2026-03-28,2029-02-05,2824.87,88.65,36,Weekly,Business_Expansion,Male,15-Mar-1998,Married,5,Agriculture,78,228.84,3,Savings,EcoCash,Harare RUK3184,4,2026-02-26,2026-02-28,2026-04-14,2028-02-18,10133.01,15.09,24,Weekly,Vehicle,Male,03-Jan-2005,Married,1,,19,725.57,1,Vehicle,Bank_Transfer,Bulawayo THX8305,1,2025-07-07,2025-07-13,2025-08-20,2026-07-08,7016.19,105.47,12,Weekly,,Male,09-May-1963,Married,3,Retail_Trade,63,470.49,3,Property,EcoCash,Masvingo FUE9305,3,2025-07-03,2025-07-04,2025-08-03,2026-06-29,610.21,16.11,12,Bi-Weekly,Rent,Female,18-Mar-1968,Married,5,Informal_Sector,38,,0,Guarantor,InnBucks,Masvingo CLR6222,5,2025-01-10,2025-01-23,2025-03-08,2025-04-23,506.0,158.3,3,Bi-Weekly,Rent,Female,23-Mar-1979,Married,4,Construction,75,595.31,5,Property,Bank_Transfer,Midlands GEH2238,2,2025-01-20,2025-02-01,2025-02-28,2025-10-29,6907.34,117.69,9,Monthly,Farming_Inputs,Female,09-Apr-1992,Single,2,Government,,602.89,0,Livestock,Cash,Matabeleland_South VMC7749,2,2025-06-08,2025-06-16,2025-07-28,2026-12-08,7380.22,,18,Monthly,Livestock,Female,23-Nov-1997,Single,4,Education,54,483.6,4,Guarantor,Cash,Mashonaland_West UVC7051,2,2025-08-26,2025-09-05,2025-10-17,2026-03-04,1985.43,104.49,6,Monthly,Equipment,Male,02-May-1986,Single,3,Retail_Trade,79,300.51,1,None,OneMoney,Midlands IQM6307,1,2025-08-08,2025-08-22,2025-09-16,2027-08-12,6187.89,16.29,24,Monthly,,Male,04-May-1991,Married,1,Mining,57,707.09,0,Property,Cash,Mashonaland_East NQZ4921,0,2025-05-02,2025-05-03,2025-06-11,2025-10-30,1952.44,15.92,6,Monthly,Business_Expansion,Male,21-Aug-2003,Single,1,Construction,6,489.34,2,Property,Cash,Masvingo KAD0889,0,2026-01-15,2026-01-22,2026-03-03,2026-07-21,4154.03,18.14,6,Monthly,Debt_Consolidation,Female,05-Jun-1966,Widowed,0,Retail_Trade,24,637.73,1,None,,Manicaland FQS6563,3,2025-04-01,2025-04-19,2025-05-18,2026-10-11,1636.98,11.46,18,Monthly,Medical,Female,03-May-1977,,4,Healthcare,138,1049.4,2,Savings,Bank_Transfer,Mashonaland_East TJU1657,1,2025-10-25,2025-11-13,2025-12-20,2026-11-08,2460.87,12.17,12,Monthly,Working_Capital,,14-Aug-1981,Divorced,2,Agriculture,84,,1,Savings,OneMoney,Harare XRQ2866,1,2025-10-01,2025-10-22,2025-11-28,2027-04-15,4357.0,13.95,18,Monthly,Business_Expansion,Male,22-Jan-1964,Single,5,Informal_Sector,,291.94,0,Guarantor,Cash,Mashonaland_Central YSB7616,3,2025-02-27,2025-03-15,2025-04-18,2026-09-06,866.01,77.11,18,Monthly,Debt_Consolidation,Male,29-Jun-1983,Married,3,Transport,93,243.31,0,None,Bank_Transfer,Masvingo CMF8636,3,2025-04-11,2025-04-21,2025-05-20,2026-04-16,1021.15,14.38,12,Bi-Weekly,School_Fees,Male,09-Jul-1984,,1,Retail_Trade,47,314.0,2,None,Bank_Transfer,Harare AYU6254,0,2025-01-30,2025-02-19,2025-03-25,2027-02-09,577.29,15.53,24,Monthly,Business_Expansion,Female,07-Apr-1967,Married,5,Agriculture,17,69.02,2,Savings,EcoCash,Bulawayo VND3349,3,2025-04-24,2025-05-14,2025-06-26,2025-11-10,436.7,13.65,6,Monthly,School_Fees,Male,17-May-1993,Married,1,Agriculture,90,110.26,5,Guarantor,Bank_Transfer,Mashonaland_East ALF0873,3,2025-08-09,2025-08-24,2025-09-24,2027-08-14,540.74,16.52,24,Monthly,Medical,Female,13-Oct-1962,Divorced,0,Agriculture,27,135.53,1,None,OneMoney,Matabeleland_South WEX6547,1,2025-02-07,2025-02-21,2025-04-07,2025-08-20,17977.37,11.92,6,Monthly,Working_Capital,Male,29-May-1985,Single,6,NGO,11,1102.33,2,Property,EcoCash,Mashonaland_West KZH4174,0,2025-03-04,2025-03-14,2025-04-26,2025-09-10,1713.13,18.3,6,Monthly,Stock_Purchase,Female,06-Dec-2001,Married,0,Education,15,467.89,1,Vehicle,EcoCash,Harare HHL1028,1,2025-01-15,2025-01-31,2025-03-16,2027-01-21,1158.77,99.61,24,Monthly,Business_Expansion,Male,25-Nov-1998,Single,2,Agriculture,21,208.27,5,Property,OneMoney,Mashonaland_East FAU4783,0,2025-04-22,2025-05-02,2025-06-11,2025-10-29,2594.19,119.55,6,Monthly,Wedding,Female,06-Aug-1967,Married,3,Mining,51,880.31,1,Property,EcoCash,Bulawayo RIP7417,2,2025-06-22,2025-06-30,2025-08-04,2026-06-25,1868.68,111.41,12,Monthly,Livestock,Male,07-Feb-1978,Married,4,Informal_Sector,9,152.87,6,None,EcoCash,Mashonaland_Central CQB2052,5,2025-11-19,2025-11-22,2025-12-17,2025-12-22,249.89,171.11,1,Bi-Weekly,,Female,11-Feb-1981,Married,2,Informal_Sector,28,300.24,2,Savings,InnBucks,Matabeleland_South QHR3186,5,2026-01-10,2026-01-14,2026-02-11,2026-04-14,156.96,108.91,3,Monthly,Rent,Male,22-May-1981,Married,3,Agriculture,125,,2,Livestock,EcoCash,Masvingo CGJ4146,4,2025-08-12,2025-08-19,2025-09-16,2026-08-14,7091.37,14.74,12,Monthly,Equipment,Female,28-Feb-1986,Single,6,Construction,76,215.2,2,Savings,EcoCash,Masvingo PQE8422,4,2025-08-11,2025-08-14,2025-09-27,2028-07-29,41398.33,16.87,36,Bi-Weekly,Vehicle,Male,10-Oct-1998,Divorced,3,Telecom,23,1859.11,0,Vehicle,EcoCash,Harare KRB7101,1,2025-02-28,2025-03-19,2025-04-20,2025-09-15,7041.86,123.35,6,Bi-Weekly,Business_Expansion,Female,07-Jun-1961,Married,5,Agriculture,65,344.74,2,Property,Bank_Transfer,Harare HPZ4991,2,2025-03-16,2025-03-23,2025-05-07,2027-03-13,2595.32,97.47,24,Monthly,Livestock,Male,23-Sep-1983,Married,,Manufacturing,83,618.8,1,Livestock,Bank_Transfer,Harare RBP6977,1,2025-03-10,2025-03-27,2025-04-28,2026-09-18,9326.38,138.6,18,Bi-Weekly,Business_Expansion,Female,13-Nov-1960,Single,5,NGO,155,862.75,1,Savings,Cash,Matabeleland_South XGJ5317,3,2025-10-16,2025-10-19,2025-11-20,2027-04-12,2158.58,13.37,18,Monthly,Rent,Female,16-Nov-1981,Married,3,Healthcare,156,766.44,2,,InnBucks,Matabeleland_North IAN3692,1,2025-10-26,2025-11-13,2025-12-13,2027-11-03,3798.05,107.9,24,Weekly,Business_Expansion,Female,07-May-2003,Single,1,Healthcare,3,,1,Vehicle,EcoCash,Manicaland NUM4282,2,2025-06-11,2025-06-23,2025-08-02,2025-12-20,1136.53,10.25,6,Monthly,Farming_Inputs,,01-Mar-1962,Married,2,Agriculture,110,156.06,2,Guarantor,Cash,Matabeleland_North YDE7220,0,2025-08-14,2025-08-17,2025-09-12,2026-02-13,565.4,105.22,6,Monthly,Livestock,Male,31-Dec-1972,Married,1,Manufacturing,50,313.68,1,Savings,Cash,Matabeleland_South GTX0308,1,2025-11-18,2025-11-25,2025-12-25,2026-11-20,20807.75,15.43,12,Bi-Weekly,Equipment,Female,08-Sep-1987,Single,3,NGO,14,1353.23,1,Property,EcoCash,Manicaland RHG0618,0,2026-01-03,2026-01-10,2026-02-14,2027-07-04,1607.78,136.78,18,Monthly,Medical,Male,07-Jul-1984,Married,1,,148,189.02,0,Vehicle,EcoCash,Mashonaland_East QTK3234,0,2025-06-16,2025-07-07,2025-08-04,2026-01-03,696.62,134.55,6,Bi-Weekly,Farming_Inputs,Male,27-Dec-1984,Married,,Retail_Trade,47,165.37,0,,Bank_Transfer,Harare XFV6894,1,2025-03-24,2025-03-25,2025-04-22,2026-09-16,5605.63,16.15,18,Monthly,,Male,20-Jan-1990,Married,2,Transport,76,301.03,0,Vehicle,Bank_Transfer,Bulawayo CSB8399,0,2025-01-29,2025-02-04,2025-03-16,2026-01-30,1196.65,134.81,12,Monthly,Personal,Male,03-Jul-1973,Widowed,5,Retail_Trade,18,327.11,2,None,Cash,Mashonaland_West NOR4701,2,2025-03-31,2025-04-06,2025-05-08,2026-04-01,7219.77,98.42,12,Monthly,Livestock,Male,15-Apr-2007,Single,0,Construction,,701.67,4,Guarantor,,Midlands NLJ3968,1,2026-01-18,2026-01-23,2026-03-05,2028-01-13,3534.67,13.48,24,Monthly,Equipment,Male,19-Jan-1964,Married,5,Informal_Sector,30,,2,Vehicle,InnBucks,Bulawayo ANW2628,4,2025-03-24,2025-04-01,2025-05-15,2029-03-11,615.66,16.12,48,Monthly,,,15-Sep-1957,Widowed,4,Agriculture,76,51.96,3,Vehicle,Bank_Transfer,Harare DAI3533,0,2025-07-05,2025-07-12,2025-08-14,2026-01-08,1092.77,142.71,6,Monthly,Working_Capital,Male,07-Feb-1986,Married,0,Informal_Sector,23,414.57,4,None,EcoCash,Mashonaland_West YBI9285,3,2025-06-11,2025-06-20,2025-07-27,2026-06-15,235.22,13.21,12,Weekly,Medical,Male,24-Dec-1997,Married,1,Informal_Sector,46,70.96,1,Guarantor,EcoCash,Harare CSM7170,3,2025-02-15,2025-02-19,2025-03-28,2026-02-14,2792.97,13.81,12,Bi-Weekly,Rent,Male,18-Aug-1969,Married,3,Manufacturing,57,605.31,2,Savings,Cash,Matabeleland_South ZQW4008,0,2026-01-18,2026-02-02,2026-03-02,2028-01-23,7345.96,15.27,24,Monthly,Wedding,,05-Dec-1992,Divorced,2,Telecom,54,1073.69,0,None,Cash,Matabeleland_North HIK4516,0,2025-10-28,2025-11-13,2025-12-12,2026-11-08,1802.46,119.63,12,Monthly,Business_Expansion,Female,07-Sep-1983,Married,2,Retail_Trade,140,685.34,5,Savings,OneMoney,Harare EXB5481,3,2025-06-04,2025-06-22,2025-08-05,2027-06-12,329.52,13.57,24,Bi-Weekly,School_Fees,Male,26-Jul-1984,Married,3,Agriculture,160,144.4,0,Guarantor,EcoCash,Mashonaland_East POP9861,5,2025-06-23,2025-06-25,2025-07-21,2025-09-23,752.75,165.16,3,Bi-Weekly,Personal,Male,21-Jan-2000,Single,2,Agriculture,18,504.43,2,Guarantor,Bank_Transfer,Bulawayo ZCD8647,0,2025-10-21,2025-11-04,2025-12-04,2027-10-25,952.07,17.73,24,Weekly,Stock_Purchase,Male,15-Apr-1984,Divorced,3,Agriculture,54,178.65,8,Vehicle,EcoCash,Midlands MMW3189,3,2025-12-21,2025-12-22,2026-01-28,2026-06-20,6330.93,13.49,6,Monthly,Medical,Male,17-Sep-1964,Widowed,6,Finance,108,1753.33,3,Property,Bank_Transfer,Harare FZX1386,3,2025-05-29,2025-06-19,2025-07-23,2026-06-14,1884.06,14.62,12,Monthly,Rent,Female,22-Jun-1959,Married,5,Retail_Trade,149,454.98,3,Savings,Bank_Transfer,Harare XJW6981,5,2025-09-17,2025-09-29,2025-10-25,2025-12-28,1997.62,171.65,3,Weekly,Medical,Female,19-Oct-1978,Married,3,Retail_Trade,28,802.58,3,Savings,EcoCash,Matabeleland_South IDH4923,0,2025-08-14,2025-08-30,2025-09-27,2026-08-25,811.08,15.64,12,Monthly,Medical,Male,22-Mar-1996,Single,3,Informal_Sector,19,137.99,1,Savings,Cash,Mashonaland_East TMQ7955,3,2025-03-08,2025-03-17,2025-04-27,2025-09-13,530.29,14.66,6,Monthly,Rent,Female,03-Dec-1999,Widowed,6,Agriculture,13,177.93,3,Vehicle,Cash,Harare NNO2893,4,2025-08-17,2025-08-19,2025-09-13,2028-08-03,11825.08,14.88,36,Monthly,Vehicle,Male,11-Jan-1971,Married,3,Retail_Trade,92,,0,Guarantor,EcoCash,Manicaland OCP7865,2,2026-01-09,2026-01-14,2026-02-12,2027-01-09,8876.81,72.58,12,Monthly,Equipment,Male,03-Apr-2002,Single,1,Finance,31,1382.64,0,Guarantor,InnBucks,Mashonaland_East FSV5399,1,2025-07-18,2025-07-28,2025-09-02,2028-07-12,5392.33,119.72,36,Weekly,Stock_Purchase,Female,25-Aug-1968,Married,6,Manufacturing,19,366.28,3,None,Bank_Transfer,Manicaland IPV8950,0,2025-07-10,2025-07-27,2025-08-22,2026-07-22,5007.11,122.9,12,Monthly,Rent,Male,30-May-1993,Married,0,Government,70,918.38,1,None,Bank_Transfer,Masvingo OVV9534,1,2025-02-22,2025-02-26,2025-03-28,2026-02-21,6066.69,11.37,12,Monthly,Stock_Purchase,Female,08-Jul-1992,Married,3,Retail_Trade,115,490.43,3,,EcoCash,Harare HJV5406,3,2025-01-10,2025-01-28,2025-02-26,2026-07-22,5901.86,15.22,18,Monthly,Medical,Male,21-Mar-2003,Single,2,Telecom,,1684.49,2,Savings,OneMoney,Masvingo NRX3458,3,2025-11-22,2025-11-26,2026-01-10,2027-05-20,237.96,14.44,18,Monthly,School_Fees,Male,28-Apr-1994,Married,5,Agriculture,,,1,Livestock,EcoCash,Matabeleland_South KKR6119,1,2025-04-20,2025-04-27,2025-05-24,2025-10-24,5787.18,13.54,6,Monthly,Stock_Purchase,Male,04-Nov-1984,Married,4,Agriculture,59,268.23,0,Property,Bank_Transfer,Manicaland VBK0052,0,2024-12-19,2025-01-08,2025-02-02,2026-12-29,4959.22,161.23,24,Monthly,Debt_Consolidation,Male,26-Aug-1996,Single,1,Finance,41,1185.32,3,Vehicle,Bank_Transfer,Mashonaland_East ZPW0742,1,2025-06-29,2025-07-10,2025-08-17,2026-07-05,4732.76,116.35,12,Monthly,Business_Expansion,Female,20-May-1985,Divorced,2,Agriculture,136,358.65,5,None,EcoCash,Mashonaland_West IXO4783,0,2025-09-04,2025-09-22,2025-10-25,2026-09-17,2082.15,17.43,12,Monthly,Home_Improvement,Male,07-Feb-2007,Single,1,Construction,11,687.11,3,Guarantor,EcoCash,Harare OLE9164,5,2025-04-12,2025-04-24,2025-05-22,2025-05-24,2167.87,110.89,1,Monthly,Medical,Male,23-Dec-2003,Single,,Retail_Trade,24,914.13,4,None,EcoCash,Harare FDO9514,0,2024-12-19,2025-01-04,2025-02-12,2026-06-28,1793.99,73.72,18,Monthly,Home_Improvement,Male,09-May-1994,Married,,Government,64,468.73,0,None,OneMoney,Manicaland WCY9603,2,2025-09-12,2025-09-25,2025-11-01,2026-09-20,4781.36,136.0,12,Bi-Weekly,Equipment,Male,27-Dec-1963,Married,0,Finance,44,1158.86,0,Livestock,Cash,Harare OLP9314,2,2025-09-30,2025-10-12,2025-11-09,2027-10-02,8997.95,103.99,24,Monthly,Livestock,Male,22-Dec-1960,Divorced,2,Transport,17,610.65,0,Vehicle,InnBucks,Harare XKS6868,3,2025-07-06,2025-07-07,2025-08-02,2026-07-02,5365.0,14.94,12,Monthly,Medical,Male,29-Jun-1972,Married,3,Finance,101,1891.0,5,Guarantor,EcoCash,Manicaland AUA0544,3,2025-02-25,2025-03-10,2025-04-22,2026-03-05,3645.1,11.32,12,Monthly,Personal,Male,24-Dec-1997,Divorced,,Mining,41,746.53,0,Savings,Bank_Transfer,Mashonaland_West TKO6061,3,2025-02-20,2025-02-26,2025-04-05,2026-02-21,1288.71,14.55,12,Monthly,,Female,08-Jul-1963,Married,0,Agriculture,24,306.98,2,Savings,EcoCash,Harare ZQI6616,0,2025-05-16,2025-05-31,2025-07-01,2027-05-21,1222.79,14.73,24,Monthly,School_Fees,Male,31-Jul-1960,Widowed,4,Government,36,274.58,2,None,EcoCash,Harare YFX8262,1,2025-08-15,2025-09-02,2025-10-05,2027-08-23,2163.05,16.36,24,Bi-Weekly,Stock_Purchase,Male,17-Jun-1990,Single,0,Informal_Sector,35,270.23,2,Vehicle,InnBucks,Harare SCQ8450,4,2025-11-19,2025-11-21,2025-12-24,2028-11-05,4826.43,16.57,36,Monthly,Home_Improvement,Male,18-Jun-1994,Divorced,3,Construction,41,610.43,1,None,Cash,Mashonaland_West ILX6428,0,2025-07-21,2025-08-03,2025-09-01,2026-07-29,4898.54,99.68,12,Monthly,Livestock,Male,03-Mar-1983,Married,5,Telecom,114,994.01,0,None,Bank_Transfer,Mashonaland_East VYM8610,2,2025-07-20,2025-07-21,2025-08-20,2026-07-16,8885.84,79.49,12,Monthly,,Female,24-Jan-2002,Single,0,Education,13,626.22,3,None,Cash,Matabeleland_South WJQ5273,1,2024-12-29,2025-01-17,2025-02-25,2028-01-02,21815.3,14.13,36,Monthly,,Female,09-Apr-1984,Married,4,Telecom,100,2142.39,1,Livestock,InnBucks,Harare HSP3866,1,2026-01-06,2026-01-23,2026-02-25,2028-01-13,6691.32,,24,Monthly,Equipment,Male,29-Sep-2004,Married,2,Retail_Trade,13,917.88,3,Property,EcoCash,Manicaland COM4021,3,2025-05-11,2025-05-15,2025-06-10,2025-11-11,846.44,18.41,6,Monthly,Debt_Consolidation,Female,04-Apr-1983,Widowed,6,Informal_Sector,23,438.19,4,None,EcoCash,Matabeleland_South KTI4978,2,2025-10-31,2025-11-08,2025-12-12,2026-11-03,7848.38,11.93,12,Monthly,Farming_Inputs,Male,27-Aug-1971,Married,4,Manufacturing,59,998.99,2,Property,OneMoney,Harare UNS9134,4,2025-11-29,2025-12-15,2026-01-19,2028-11-29,17274.14,15.69,36,Monthly,Vehicle,Female,02-Apr-2004,Single,1,Manufacturing,23,760.51,0,Property,EcoCash,Mashonaland_West GZN1159,5,2025-07-07,2025-07-24,2025-08-21,2025-09-22,522.27,,2,Bi-Weekly,Personal,Male,11-May-1975,,2,Healthcare,82,583.41,4,None,EcoCash,Mashonaland_East FEL9461,0,2025-11-15,2025-11-25,2026-01-07,2026-11-20,2250.91,135.49,12,Monthly,Debt_Consolidation,Male,23-Apr-1993,Married,3,Retail_Trade,89,274.53,3,Property,Bank_Transfer,Mashonaland_East IOW9233,2,2025-09-17,2025-09-26,2025-11-03,2027-09-16,3099.63,12.22,24,Monthly,Livestock,Male,10-Aug-1966,Widowed,4,Agriculture,97,181.31,2,Livestock,Cash,Mashonaland_East WHA4761,2,2025-06-19,2025-06-20,2025-07-17,2027-06-10,4815.35,85.21,24,Monthly,Farming_Inputs,Male,14-May-1996,Married,0,Transport,,336.55,8,None,EcoCash,Mashonaland_East ZLG8983,0,2026-01-04,2026-01-05,2026-02-01,2027-06-29,2469.51,88.02,18,Monthly,Rent,Male,14-Oct-1981,Divorced,4,Manufacturing,79,336.49,1,Guarantor,Cash,Masvingo QVL5196,1,2025-12-07,2025-12-21,2026-01-28,2026-12-16,4199.5,127.33,12,Monthly,Business_Expansion,Female,03-Dec-1997,Married,3,Informal_Sector,28,332.68,0,None,InnBucks,Matabeleland_South XNL8446,2,2025-02-22,2025-03-12,2025-04-11,2026-03-07,1393.31,106.89,12,Monthly,Livestock,Female,17-Aug-1995,Married,1,Manufacturing,34,269.84,3,Property,OneMoney,Harare FIX0268,2,2025-05-28,2025-06-02,2025-07-01,2027-05-23,1187.18,124.13,24,Monthly,Equipment,Male,17-Jan-1999,Married,4,Informal_Sector,36,345.88,3,None,Bank_Transfer,Bulawayo MXI1482,1,2025-06-24,2025-06-30,2025-07-28,2026-06-25,9067.72,12.58,12,Monthly,Business_Expansion,Male,08-Aug-1993,Married,4,NGO,109,513.43,1,Property,EcoCash,Manicaland SMT7267,1,2025-03-04,2025-03-10,2025-04-19,2028-02-23,8617.1,15.98,36,Monthly,Business_Expansion,Male,07-Oct-1973,Married,1,Government,100,411.03,1,Savings,Cash,Mashonaland_West SAU4456,0,2025-12-12,2025-12-30,2026-02-04,2026-06-28,4401.24,155.19,6,Monthly,Medical,Male,05-Feb-1968,Married,0,Transport,51,975.2,1,Savings,EcoCash,Mashonaland_East LMZ6995,1,2025-08-16,2025-08-23,2025-10-02,2026-08-18,2232.55,16.02,12,Weekly,Business_Expansion,Male,14-Dec-1976,Married,8,Retail_Trade,128,264.93,1,Property,Bank_Transfer,Mashonaland_Central EGW7117,3,2026-01-07,2026-01-11,2026-02-16,2027-07-05,1053.02,12.33,18,Monthly,Debt_Consolidation,Female,24-Sep-1985,Married,1,Manufacturing,51,375.89,0,Savings,InnBucks,Harare OOU1184,0,2025-12-05,2025-12-07,2026-01-02,2026-06-05,2619.38,137.86,6,Monthly,Vehicle,Male,30-Oct-1961,Divorced,5,Agriculture,53,325.42,2,None,Cash,Manicaland PYN2702,3,2025-11-08,2025-11-19,2025-12-21,2026-05-18,851.72,17.35,6,Monthly,Debt_Consolidation,Male,24-Aug-1991,Single,0,Retail_Trade,63,369.32,2,None,Cash,Mashonaland_East ZGF0892,0,2025-04-07,2025-04-24,2025-06-04,2025-10-21,3253.41,14.66,6,Monthly,Medical,Male,19-Jan-1980,Divorced,5,Government,185,691.79,0,Guarantor,OneMoney,Mashonaland_Central ZOE9846,1,2025-06-27,2025-07-12,2025-08-14,2026-07-07,4688.94,131.55,12,Monthly,Business_Expansion,Female,08-Nov-1980,Widowed,6,Education,45,630.97,3,Guarantor,EcoCash,Mashonaland_West DWO7481,0,2025-05-25,2025-06-05,2025-07-17,2025-09-03,961.55,13.66,3,Monthly,Equipment,Female,30-Jul-1999,Married,3,Construction,14,339.9,2,None,OneMoney,Manicaland LPO4681,3,2025-01-09,2025-01-20,2025-03-05,2025-07-19,1649.59,14.5,6,Monthly,School_Fees,Male,12-Nov-1978,Divorced,2,Construction,52,740.42,5,Savings,Bank_Transfer,Mashonaland_East EPZ9944,0,2025-10-04,2025-10-20,2025-11-17,2027-04-13,4649.29,16.35,18,Bi-Weekly,Farming_Inputs,Female,28-Mar-2003,Single,2,Transport,33,862.9,2,Savings,EcoCash,Matabeleland_South VDK9305,2,2025-08-31,2025-09-21,2025-11-04,2027-03-15,7723.43,81.86,18,Monthly,Equipment,Male,14-Dec-1966,Widowed,2,Retail_Trade,52,663.32,6,Livestock,EcoCash,Manicaland FWQ3053,1,2025-09-27,2025-10-02,2025-11-06,2027-09-22,4851.43,88.46,24,Monthly,Working_Capital,Female,13-Nov-2005,Single,0,Transport,18,463.47,6,None,Bank_Transfer,Matabeleland_North YVX1629,4,2025-02-11,2025-02-25,2025-04-03,2028-02-10,54796.45,20.17,36,Monthly,Home_Improvement,Male,01-May-2006,Single,0,Telecom,12,,2,None,InnBucks,Matabeleland_South IZU3946,1,2025-09-18,2025-10-06,2025-11-15,2026-10-01,5880.43,15.96,12,Monthly,Working_Capital,Female,01-May-1993,Married,2,Retail_Trade,,283.08,2,Property,OneMoney,Mashonaland_Central UTO2381,2,2025-02-22,2025-02-23,2025-03-20,2025-08-22,1277.33,106.42,6,Monthly,Farming_Inputs,Female,09-Jun-1996,Single,2,Informal_Sector,10,102.36,3,Livestock,Bank_Transfer,Masvingo OFL6647,2,2025-08-05,2025-08-19,2025-10-03,2026-08-14,1390.95,11.82,12,Monthly,Working_Capital,Male,18-Sep-1995,Widowed,2,Education,77,358.4,0,None,EcoCash,Harare RNB2889,0,2025-06-24,2025-07-14,2025-08-20,2026-07-09,2796.31,120.97,12,Bi-Weekly,Farming_Inputs,Female,13-May-2006,Single,2,Agriculture,14,319.49,1,Guarantor,OneMoney,Manicaland OVM6008,1,2025-01-23,2025-01-25,2025-03-04,2027-01-15,8853.82,124.02,24,Monthly,Equipment,,03-Sep-1990,Married,0,Manufacturing,45,602.05,3,Property,Bank_Transfer,Bulawayo ONB6887,4,2025-01-18,2025-01-24,2025-02-26,2028-01-09,4459.93,15.94,36,Bi-Weekly,Home_Improvement,Male,04-Jan-1982,Married,1,Informal_Sector,,362.72,1,Guarantor,EcoCash,Harare FBZ2743,2,2025-07-18,2025-07-28,2025-09-09,2027-07-18,1220.39,81.44,24,Monthly,Livestock,Female,15-Mar-1980,Divorced,2,Construction,26,441.32,0,Livestock,Bank_Transfer,Midlands FLW7842,2,2026-01-16,2026-02-01,2026-03-07,2027-01-27,2518.01,82.12,12,Monthly,Farming_Inputs,Male,06-Sep-1963,Divorced,2,Agriculture,108,270.39,2,Guarantor,EcoCash,Mashonaland_Central TGR6277,1,2025-05-22,2025-05-24,2025-06-23,2027-05-14,1485.34,149.34,24,Monthly,Business_Expansion,Male,08-May-1990,Married,4,Informal_Sector,34,245.3,1,None,EcoCash,Harare JRW7214,5,2025-08-23,2025-08-31,2025-10-08,2025-11-29,1682.84,154.04,3,Bi-Weekly,Personal,Female,17-Jun-1996,Divorced,3,Transport,80,970.31,3,Guarantor,EcoCash,Bulawayo XRX2449,3,2025-01-06,2025-01-18,2025-02-17,2026-07-12,1149.51,13.9,18,Monthly,Medical,Male,14-Jan-1995,Married,2,Education,78,441.29,1,Property,Cash,Manicaland KZW1071,4,2025-11-23,2025-12-04,2026-01-14,2028-11-18,14594.04,18.94,36,Monthly,Home_Improvement,Male,15-Jul-2005,Single,0,Agriculture,6,468.12,1,Guarantor,Cash,Manicaland XLB1971,0,2025-04-30,2025-05-14,2025-06-25,2027-05-04,1526.38,120.87,24,Monthly,Stock_Purchase,Female,26-Oct-1987,Married,3,Retail_Trade,118,368.29,4,None,InnBucks,Mashonaland_West GQG1121,0,2025-06-15,2025-06-20,2025-07-25,2027-06-10,5364.32,15.68,24,Monthly,Vehicle,Male,22-Aug-2003,Single,0,Construction,21,584.07,2,Guarantor,OneMoney,Mashonaland_West JPH2255,1,2026-01-13,2026-01-15,2026-02-15,2026-07-14,6197.29,144.14,6,Monthly,Working_Capital,Female,30-Apr-2004,Single,0,Transport,45,470.97,3,None,OneMoney,Matabeleland_North RUA0004,4,2025-08-07,2025-08-08,2025-09-08,2028-07-23,4010.22,17.74,36,Bi-Weekly,Vehicle,Male,09-Sep-2003,Single,0,Agriculture,15,439.39,1,None,Bank_Transfer,Harare YWA6586,3,2025-01-08,2025-01-14,2025-02-20,2026-01-09,390.03,12.68,12,Monthly,Debt_Consolidation,Male,16-Apr-1969,Married,6,Agriculture,142,89.32,1,Property,Cash,Manicaland GQB7841,0,2026-01-03,2026-01-17,2026-02-26,2026-04-17,1787.28,15.39,3,Monthly,Business_Expansion,Female,28-Jun-1963,Married,4,Retail_Trade,122,830.33,1,Vehicle,Cash,Harare STM7106,0,2025-06-30,2025-07-18,2025-08-20,2025-10-16,850.38,96.21,3,Monthly,Home_Improvement,Male,02-Feb-2004,Single,0,Informal_Sector,10,305.91,0,Property,EcoCash,Mashonaland_West AZB5440,3,2025-11-05,2025-11-25,2025-12-25,2026-05-24,2727.24,12.73,6,Monthly,Debt_Consolidation,Male,15-Jul-2001,Married,1,Informal_Sector,17,572.29,2,Livestock,Bank_Transfer,Bulawayo XHV9925,1,2026-02-05,2026-02-20,2026-03-23,2027-02-15,5316.11,110.33,12,Bi-Weekly,Equipment,Female,07-Jun-1966,Divorced,5,Agriculture,8,292.03,1,Property,Cash,Matabeleland_South QDH6299,1,2025-01-11,2025-01-28,2025-03-09,2026-07-22,5296.19,128.53,18,Monthly,Equipment,Male,06-Aug-1996,Married,3,Transport,41,673.19,2,Vehicle,Bank_Transfer,Harare WDP7476,3,2025-02-01,2025-02-21,2025-04-02,2026-02-16,1897.44,16.75,12,Monthly,Medical,Female,30-Dec-1983,Widowed,6,,78,541.67,4,None,Cash,Matabeleland_South NMT6166,2,2026-01-20,2026-02-05,2026-03-04,2026-08-04,2276.46,134.87,6,Monthly,Equipment,Female,15-Jul-1996,Divorced,2,Government,93,421.51,1,Guarantor,EcoCash,Mashonaland_West VGG1549,3,2025-05-03,2025-05-17,2025-06-17,2026-05-12,2343.46,84.2,12,Monthly,Personal,Male,09-Apr-2001,Single,5,Retail_Trade,14,722.74,4,Guarantor,OneMoney,Mashonaland_Central RXS1106,1,2025-10-29,2025-11-13,2025-12-27,2027-11-03,12010.37,12.89,24,Monthly,Business_Expansion,Female,02-Jan-1995,Married,4,NGO,,788.64,1,Guarantor,Cash,Manicaland XLY3335,3,2026-01-19,2026-01-21,2026-02-21,2027-07-15,662.54,10.66,18,Monthly,Medical,Male,16-Nov-1960,Divorced,7,Agriculture,83,287.66,8,Savings,Bank_Transfer,Midlands GGQ1618,1,2025-06-15,2025-06-28,2025-08-04,2027-06-18,3403.0,12.63,24,Monthly,Stock_Purchase,Female,04-Mar-1979,Married,2,Informal_Sector,36,307.56,6,Property,Bank_Transfer,Masvingo IUQ7048,3,2025-12-30,2026-01-17,2026-02-20,2028-01-07,406.7,11.96,24,Monthly,Debt_Consolidation,Male,21-Nov-1979,Divorced,2,Construction,130,140.4,3,Guarantor,EcoCash,Manicaland UYK0965,1,2026-01-07,2026-01-11,2026-02-13,2027-01-06,1647.08,86.0,12,Monthly,Working_Capital,Male,26-Jul-1969,Married,3,Agriculture,10,190.16,2,None,Bank_Transfer,Harare WMR4750,4,2025-10-05,2025-10-14,2025-11-10,2027-04-07,13871.04,87.17,18,Monthly,Vehicle,Female,16-Oct-1995,Married,2,Government,87,606.29,4,Property,Bank_Transfer,Harare OQS3013,1,2025-07-11,2025-07-16,2025-08-13,2026-01-12,2083.32,115.24,6,Monthly,Stock_Purchase,Male,26-Jun-1973,Married,5,Agriculture,111,219.41,0,None,Cash,Mashonaland_Central LLN9525,1,2025-12-06,2025-12-21,2026-02-03,2027-12-11,11682.22,15.09,24,Bi-Weekly,Business_Expansion,Female,26-Apr-1987,Divorced,4,Agriculture,78,,0,Guarantor,Bank_Transfer,Mashonaland_East WFH8896,0,2025-04-04,2025-04-21,2025-05-16,2026-04-16,5243.13,130.31,12,Monthly,Farming_Inputs,Male,30-Jun-1984,Married,2,Retail_Trade,50,719.87,0,None,Cash,Midlands VOI1089,0,2025-07-21,2025-07-31,2025-09-08,2026-07-26,362.26,17.13,12,Weekly,Business_Expansion,Male,03-Feb-1982,Married,,Agriculture,112,118.33,0,Vehicle,Cash,Bulawayo ALK1216,1,2026-01-25,2026-02-02,2026-03-06,2027-07-27,11460.56,138.48,18,Monthly,Working_Capital,Male,21-Sep-1990,Single,3,Government,173,605.43,2,Guarantor,EcoCash,Masvingo VYW8970,2,2025-09-20,2025-09-21,2025-10-27,2026-09-16,5811.43,13.1,12,Monthly,Farming_Inputs,Male,22-Aug-1974,Married,2,Mining,,745.29,0,Guarantor,InnBucks,Manicaland HRG6795,1,2026-01-12,2026-01-17,2026-02-21,2026-07-16,2720.53,15.05,6,Monthly,Business_Expansion,Male,28-Feb-1965,Widowed,3,Construction,55,430.91,3,Guarantor,Bank_Transfer,Midlands WAA4157,2,2025-08-14,2025-08-20,2025-10-04,2027-08-10,3869.84,126.72,24,Monthly,Farming_Inputs,Male,15-May-1966,Married,0,Manufacturing,108,302.95,0,Guarantor,Bank_Transfer,Harare BMB1791,2,2025-11-12,2025-12-02,2026-01-09,2026-11-27,668.91,128.57,12,Monthly,Working_Capital,Female,25-Jun-1977,Widowed,4,Construction,164,177.07,7,Vehicle,Cash,Manicaland KQB1175,1,2025-12-02,2025-12-12,2026-01-21,2028-11-26,3285.92,132.54,36,Monthly,Business_Expansion,Female,18-Sep-1982,Married,0,Informal_Sector,41,544.18,3,Property,Cash,Mashonaland_Central TIV9623,3,2026-01-15,2026-02-04,2026-03-20,2028-01-25,1531.72,16.46,24,Monthly,Personal,Female,06-Mar-1986,Married,5,Retail_Trade,36,454.58,6,Guarantor,OneMoney,Harare KYI2691,2,2025-12-30,2026-01-07,2026-02-10,2027-07-01,5336.58,74.27,18,Monthly,Livestock,Male,04-Jun-1989,Married,2,Manufacturing,43,442.46,5,Livestock,Bank_Transfer,Mashonaland_West JWC4499,0,2025-10-10,2025-10-11,2025-11-11,2026-04-09,3896.13,137.22,6,Weekly,Vehicle,Female,17-Jul-2002,Single,1,Transport,24,440.72,3,,Cash,Mashonaland_Central ODO8213,1,2025-06-05,2025-06-22,2025-07-27,2028-06-06,2816.29,143.48,36,Monthly,Working_Capital,Male,05-Oct-1982,Married,4,Informal_Sector,36,307.83,0,None,Bank_Transfer,Mashonaland_Central BYA8224,4,2025-12-22,2025-12-24,2026-02-02,2027-12-14,5607.34,15.33,24,Monthly,Home_Improvement,Female,16-Dec-2004,Single,0,Retail_Trade,27,297.77,0,,OneMoney,Midlands JBA5116,1,2026-02-06,2026-02-12,2026-03-10,2027-02-07,1956.15,99.92,12,Monthly,Business_Expansion,Male,05-Jan-1997,,3,Manufacturing,40,314.86,8,None,EcoCash,Mashonaland_Central IHD4177,1,2025-07-02,2025-07-10,2025-08-24,2028-06-24,16894.93,100.63,36,Monthly,Working_Capital,Male,26-Oct-1973,Divorced,4,Mining,50,775.94,2,Livestock,Bank_Transfer,Bulawayo TVR2929,1,2025-09-27,2025-10-17,2025-11-13,2026-10-12,12779.31,86.68,12,Bi-Weekly,Working_Capital,Male,16-Dec-1995,Single,3,Mining,,583.7,1,Livestock,EcoCash,Bulawayo USI4915,0,2025-09-28,2025-10-14,2025-11-22,2026-10-09,2592.47,140.92,12,Weekly,Vehicle,Male,28-Apr-1996,Married,5,Finance,58,523.85,2,Vehicle,EcoCash,Harare XFA6190,1,2026-01-29,2026-02-16,2026-03-25,2029-01-31,7454.48,149.77,36,Monthly,Business_Expansion,Male,06-May-1992,Single,4,Government,125,399.16,2,Guarantor,OneMoney,Manicaland BLS9176,1,2025-12-25,2026-01-04,2026-02-18,2026-12-30,3389.54,114.96,12,Monthly,Business_Expansion,Male,06-Apr-1997,Married,0,Informal_Sector,33,169.62,3,Guarantor,Bank_Transfer,Masvingo MOR8223,0,2025-07-01,2025-07-18,2025-08-22,2026-07-13,1649.55,111.12,12,Monthly,Stock_Purchase,Male,05-Jul-2008,,2,Informal_Sector,1,199.77,0,Vehicle,OneMoney,Manicaland SPY1026,5,2025-08-21,2025-09-09,2025-10-24,2026-03-08,264.82,111.54,6,Bi-Weekly,Funeral,Male,22-Jan-1986,Divorced,2,Informal_Sector,24,131.37,2,None,OneMoney,Harare VEW0881,2,2025-03-26,2025-04-05,2025-05-16,2027-03-26,6692.75,123.6,24,Monthly,Equipment,Male,13-Oct-1988,Single,5,Government,31,424.79,0,Guarantor,,Masvingo EMW8362,3,2025-04-29,2025-05-04,2025-06-01,2026-04-29,1193.27,17.05,12,Monthly,Debt_Consolidation,Male,01-Aug-1988,Single,0,NGO,57,869.98,0,,EcoCash,Harare OEJ6592,4,2025-10-22,2025-10-26,2025-12-06,2029-10-05,2568.18,15.14,48,Monthly,Equipment,Female,08-Sep-1981,Widowed,3,Agriculture,130,126.87,7,None,Bank_Transfer,Mashonaland_Central CXM9033,2,2025-08-28,2025-09-06,2025-10-20,2026-06-03,4695.41,10.13,9,Weekly,Working_Capital,Female,18-Apr-1997,Divorced,2,Retail_Trade,18,480.53,0,Livestock,EcoCash,Harare COZ8513,0,2025-07-08,2025-07-09,2025-08-11,2026-01-05,2032.69,113.22,6,Weekly,Medical,Male,08-Sep-1972,Married,0,Education,94,624.73,3,Savings,EcoCash,Manicaland VAZ4436,3,2026-01-03,2026-01-20,2026-02-17,2026-07-19,2949.61,12.59,6,Monthly,Rent,Male,11-Mar-1995,Married,3,,31,664.63,4,Guarantor,Bank_Transfer,Harare RJP2369,3,2025-08-06,2025-08-22,2025-09-24,2026-08-17,1084.45,14.97,12,Bi-Weekly,Debt_Consolidation,Male,06-Jul-1998,Married,3,Agriculture,29,228.53,1,Guarantor,Bank_Transfer,Harare XKK0547,0,2025-05-31,2025-06-08,2025-07-22,2026-06-03,3212.66,17.37,12,Monthly,Wedding,Male,26-Jun-1991,Divorced,3,Agriculture,122,411.5,0,Livestock,Bank_Transfer,Harare CFU5890,3,2025-06-08,2025-06-15,2025-07-19,2025-12-12,2872.83,15.85,6,Monthly,Debt_Consolidation,Female,11-Dec-1970,Single,3,Retail_Trade,10,,4,None,Cash,Mashonaland_West KMA1753,2,2025-01-21,2025-01-26,2025-03-02,2025-10-23,1116.14,14.44,9,Monthly,Equipment,Male,11-Nov-2002,Single,2,Agriculture,40,,0,Livestock,OneMoney,Bulawayo AUG1693,1,2026-02-02,2026-02-12,2026-03-18,2027-02-07,30219.88,91.42,12,Monthly,Business_Expansion,Male,08-Jul-1965,Married,2,Finance,131,1863.15,0,Vehicle,EcoCash,Masvingo UCV9795,0,2025-02-13,2025-02-20,2025-03-20,2026-08-14,1357.77,100.41,18,Monthly,Home_Improvement,Male,08-Sep-1990,Married,3,Manufacturing,118,663.64,0,Guarantor,EcoCash,Harare RJS4002,4,2025-06-25,2025-06-28,2025-08-11,2028-06-12,16258.09,20.35,36,Weekly,Vehicle,Male,24-Jul-1990,Married,0,Construction,29,586.48,0,Savings,EcoCash,Harare NEZ2618,2,2025-01-21,2025-01-23,2025-02-28,2026-01-18,3499.61,15.39,12,Bi-Weekly,Working_Capital,Male,04-Apr-1968,Married,,Telecom,42,692.53,0,Livestock,EcoCash,Mashonaland_Central HAB9276,1,2025-09-22,2025-10-02,2025-10-28,2026-03-31,3119.28,136.91,6,Monthly,Equipment,Female,30-May-1972,Married,3,Government,103,386.94,3,None,Bank_Transfer,Midlands ACJ7471,3,2026-02-05,2026-02-26,2026-04-06,2027-08-20,1098.66,17.22,18,Weekly,Debt_Consolidation,Female,16-Dec-1973,Married,6,Informal_Sector,38,485.62,2,None,OneMoney,Bulawayo JOF0586,4,2025-06-13,2025-06-16,2025-07-28,2028-05-31,9591.25,18.07,36,Monthly,Home_Improvement,Male,14-Jun-1979,Married,2,Informal_Sector,4,361.07,1,Vehicle,Cash,Manicaland IDU0788,3,2025-03-21,2025-04-07,2025-05-13,2026-09-29,2456.81,15.63,18,Bi-Weekly,Personal,Female,17-Sep-1993,Married,4,Telecom,75,482.65,0,Livestock,EcoCash,Midlands ABN2881,1,2025-12-13,2025-12-22,2026-01-25,2026-12-17,9915.81,12.24,12,Monthly,Equipment,Female,29-Jun-1975,Divorced,1,Informal_Sector,36,485.98,2,Property,EcoCash,Mashonaland_West DGE2915,3,2025-07-13,2025-07-27,2025-09-02,2026-07-22,2114.42,17.08,12,Monthly,Medical,Male,28-Nov-1991,Single,,Education,85,680.84,6,Guarantor,EcoCash,Mashonaland_West YWU0331,0,2025-03-15,2025-03-26,2025-05-01,2026-09-17,792.76,17.76,18,Weekly,Funeral,Male,24-Dec-1997,Single,2,Informal_Sector,36,205.3,4,Livestock,EcoCash,Manicaland BBW3982,2,2025-10-28,2025-11-05,2025-12-05,2026-10-31,3958.39,96.13,12,Monthly,Livestock,Male,03-Sep-1966,Married,2,Agriculture,65,301.97,2,Livestock,EcoCash,Mashonaland_West KYI3863,4,2026-01-09,2026-01-13,2026-02-17,2029-12-23,3896.57,15.35,48,Bi-Weekly,Home_Improvement,Male,25-Aug-1984,Divorced,3,Agriculture,56,,1,None,Bank_Transfer,Mashonaland_East QKM0486,0,2025-11-23,2025-11-25,2026-01-03,2026-11-20,1245.77,117.81,12,Monthly,Working_Capital,Female,06-Jun-1997,,1,Construction,97,324.64,2,Savings,Bank_Transfer,Harare PEW4437,2,2025-12-13,2025-12-18,2026-01-25,2026-09-14,9181.71,71.62,9,Monthly,Working_Capital,Male,21-Sep-1992,Married,3,NGO,135,933.23,0,Livestock,EcoCash,Mashonaland_East UYE5984,0,2025-08-30,2025-09-16,2025-10-27,2026-09-11,2643.49,18.76,12,Monthly,Stock_Purchase,Female,13-Dec-1977,Married,4,Healthcare,21,510.74,0,,Bank_Transfer,Matabeleland_North TCF7202,3,2025-08-16,2025-09-04,2025-10-08,2026-08-30,803.37,11.76,12,Monthly,School_Fees,Male,29-Jun-1996,Married,3,Informal_Sector,48,280.07,3,Guarantor,EcoCash,Midlands NEW7492,1,2025-02-10,2025-02-14,2025-03-18,2025-08-13,8263.49,129.21,6,Weekly,Equipment,Male,01-Feb-1990,Divorced,1,Government,86,353.51,2,,OneMoney,Manicaland CCD4905,3,2025-10-26,2025-10-31,2025-12-15,2026-10-26,575.68,18.81,12,Monthly,Debt_Consolidation,Female,17-May-1997,Married,5,Agriculture,30,158.25,6,Guarantor,EcoCash,Manicaland AHF7381,4,2025-04-27,2025-04-28,2025-05-25,2028-04-12,3820.22,,36,Bi-Weekly,Home_Improvement,Male,26-Jun-1977,Divorced,3,Informal_Sector,30,235.24,0,None,OneMoney,Harare BXP2360,0,2025-11-16,2025-12-05,2026-01-02,2026-06-03,1516.77,147.65,6,Monthly,Medical,Male,09-Mar-1970,Married,,Agriculture,98,328.65,0,Savings,Bank_Transfer,Mashonaland_West VVS8339,0,2025-10-17,2025-10-21,2025-11-17,2026-10-16,1000.6,110.27,12,Bi-Weekly,Medical,Male,21-Dec-1969,Divorced,1,Agriculture,27,222.19,1,Property,InnBucks,Bulawayo HRI1575,2,2025-08-17,2025-08-20,2025-09-26,2027-08-10,3235.54,81.83,24,Weekly,Farming_Inputs,Female,07-Feb-1995,Married,3,Agriculture,23,203.08,4,Savings,Bank_Transfer,Mashonaland_East EDY7938,0,2025-07-29,2025-07-30,2025-09-02,2026-01-26,5045.4,143.71,6,Monthly,Farming_Inputs,Male,24-Sep-1996,Married,1,Transport,107,844.6,7,None,EcoCash,Harare JPA9779,0,2025-02-01,2025-02-22,2025-03-23,2025-08-21,1451.59,74.88,6,Monthly,Rent,Female,05-Apr-1970,,5,Agriculture,32,427.21,2,None,Bank_Transfer,Midlands VHM8071,4,2025-12-02,2025-12-13,2026-01-20,2028-11-27,1768.55,14.19,36,Monthly,Equipment,Male,14-May-2004,Single,0,Informal_Sector,31,282.6,0,Property,OneMoney,Manicaland LVJ5056,4,2025-10-20,2025-10-31,2025-12-07,2027-10-21,5271.86,118.3,24,Bi-Weekly,Vehicle,Male,07-Apr-1999,,3,Informal_Sector,24,215.03,3,Livestock,EcoCash,Mashonaland_East SPX8793,4,2025-02-03,2025-02-21,2025-03-22,2029-01-31,8178.68,17.34,48,Monthly,Home_Improvement,Male,01-Aug-1969,Divorced,4,Government,198,380.06,0,Guarantor,EcoCash,Matabeleland_North UUH9741,0,2025-08-08,2025-08-11,2025-09-13,2027-02-02,2280.4,140.82,18,Monthly,Debt_Consolidation,Female,13-Jun-1972,Divorced,4,Agriculture,101,254.53,2,None,EcoCash,Mashonaland_West IXG2935,3,2025-03-02,2025-03-16,2025-04-20,2026-03-11,1349.83,93.23,12,Monthly,School_Fees,Male,22-Sep-1992,Married,1,Informal_Sector,29,290.49,0,Guarantor,EcoCash,Harare GZB7607,1,2025-12-03,2025-12-08,2026-01-10,2027-11-28,4174.38,129.43,24,Monthly,Stock_Purchase,Female,08-Feb-1985,Divorced,2,Retail_Trade,39,312.51,1,Vehicle,OneMoney,Mashonaland_West EEY2062,3,2026-02-03,2026-02-19,2026-03-16,2028-02-09,362.87,17.07,24,Weekly,Personal,Female,15-Sep-1966,Married,3,Informal_Sector,5,224.83,0,Savings,InnBucks,Matabeleland_South ULW0305,0,2025-01-10,2025-01-26,2025-02-28,2026-01-21,2066.28,17.82,12,Monthly,Livestock,Female,20-May-1968,Divorced,6,Informal_Sector,49,548.97,0,Property,Bank_Transfer,Bulawayo NSY1800,0,2025-04-24,2025-05-14,2025-06-08,2025-08-12,2980.05,113.96,3,Monthly,Livestock,Female,30-Oct-1978,Married,3,Retail_Trade,123,519.22,2,,EcoCash,Manicaland KJU0911,0,2025-03-20,2025-03-25,2025-04-24,2026-03-20,2073.01,120.84,12,Monthly,Equipment,Male,31-May-1998,Married,0,Construction,48,456.62,4,Savings,OneMoney,Mashonaland_West NXR5741,2,2025-06-04,2025-06-23,2025-07-28,2025-12-20,3630.86,12.36,6,Monthly,Farming_Inputs,Female,19-Aug-1967,Widowed,2,Agriculture,,,3,None,Cash,Manicaland NVN2979,4,2025-05-02,2025-05-06,2025-06-17,2029-04-15,7877.78,15.61,48,Monthly,Equipment,Female,13-Apr-1975,Married,5,Retail_Trade,72,692.63,5,Savings,EcoCash,Harare DNW3213,3,2025-06-25,2025-07-11,2025-08-07,2026-01-07,1834.51,14.25,6,Monthly,Personal,Male,21-Sep-1981,Divorced,,Agriculture,52,390.76,0,Savings,Bank_Transfer,Harare PPD5223,0,2025-08-05,2025-08-19,2025-09-28,2027-02-10,660.11,121.81,18,Monthly,School_Fees,Male,27-Oct-1961,Married,3,Agriculture,43,142.31,1,Guarantor,EcoCash,Masvingo GOY4787,3,2025-07-28,2025-07-31,2025-09-01,2026-07-26,2223.8,91.66,12,Bi-Weekly,Rent,Female,12-Jun-1997,Married,6,Government,43,,6,Property,EcoCash,Mashonaland_Central IFE6896,3,2025-07-30,2025-08-08,2025-09-07,2027-01-30,1201.87,17.3,18,Monthly,Medical,Female,06-Jun-1964,Divorced,3,Retail_Trade,44,325.28,2,None,InnBucks,Harare NNS7901,4,2025-07-21,2025-07-30,2025-08-27,2026-07-25,10039.11,15.56,12,Monthly,Equipment,Female,10-Jul-1998,Married,2,,27,293.21,2,Property,Bank_Transfer,Harare BYC8082,1,2025-10-07,2025-10-28,2025-12-07,2026-10-23,6509.97,16.48,12,Monthly,Business_Expansion,Male,17-Oct-1986,Married,2,Retail_Trade,61,426.19,0,Livestock,InnBucks,Matabeleland_South WWP2211,5,2025-03-09,2025-03-24,2025-04-18,2025-04-23,2073.13,118.0,1,Weekly,Rent,Male,28-Dec-1972,Married,6,NGO,24,,8,None,EcoCash,Masvingo FCD5461,0,2025-01-11,2025-01-13,2025-02-25,2026-01-08,2849.84,102.49,12,Monthly,Funeral,Female,22-Mar-1999,Divorced,3,Education,15,706.16,1,Property,InnBucks,Mashonaland_East JOV0932,1,2025-11-10,2025-11-29,2025-12-27,2027-05-23,12969.21,105.7,18,Monthly,Business_Expansion,Female,28-Aug-1984,Divorced,3,Informal_Sector,31,595.4,0,Guarantor,EcoCash,Mashonaland_East UXG2063,4,2025-08-11,2025-08-24,2025-09-25,2028-08-08,2652.34,19.21,36,Monthly,Vehicle,Male,27-Dec-1991,Married,6,Agriculture,51,,3,None,InnBucks,Harare AUC0946,0,2025-11-09,2025-11-24,2025-12-24,2026-02-22,2171.68,17.93,3,Monthly,Rent,Male,25-Jul-1984,Divorced,,Government,50,413.75,5,None,EcoCash,Manicaland ZQW0645,3,2025-12-08,2025-12-15,2026-01-21,2026-12-10,1063.97,13.15,12,Bi-Weekly,Debt_Consolidation,Female,04-Jan-1999,Single,1,Construction,,369.84,0,None,Bank_Transfer,Harare AJX1894,1,2025-12-07,2025-12-20,2026-01-26,2026-06-18,4284.64,14.53,6,Monthly,Stock_Purchase,Female,07-Sep-1998,Single,3,Manufacturing,26,820.37,0,Guarantor,OneMoney,Masvingo TRF1830,1,2025-02-12,2025-02-26,2025-03-28,2028-02-11,14862.96,14.64,36,Weekly,Equipment,Male,25-Oct-1992,Single,3,Mining,46,892.84,2,Savings,EcoCash,Harare LXF8692,5,2025-06-08,2025-06-09,2025-07-04,2025-07-09,2237.52,159.95,1,Monthly,Medical,Male,22-Oct-1999,Married,3,Finance,6,1093.09,4,None,Cash,Manicaland DRW6350,0,2025-11-16,2025-11-19,2025-12-15,2027-11-09,4622.38,142.22,24,Monthly,Stock_Purchase,Female,13-Jul-1965,Married,3,Finance,110,,0,Property,InnBucks,Matabeleland_South TWC5720,0,2025-02-24,2025-03-13,2025-04-16,2025-09-09,3364.1,102.25,6,Monthly,Business_Expansion,Male,01-May-1993,Single,3,Construction,88,389.14,2,None,OneMoney,Harare OUB8072,0,2025-08-06,2025-08-11,2025-09-25,2026-02-07,4454.16,16.64,6,Monthly,Stock_Purchase,Male,01-Feb-1983,Married,6,Construction,125,699.62,0,Property,EcoCash,Matabeleland_North OSL9110,2,2024-12-19,2025-01-03,2025-01-28,2025-07-02,4814.57,89.49,6,Monthly,Working_Capital,Male,17-Feb-1962,Married,6,Education,60,488.99,3,Livestock,InnBucks,Masvingo AHA5047,1,2025-01-14,2025-01-30,2025-03-03,2028-01-15,1398.48,14.29,36,Monthly,Stock_Purchase,Female,27-Jul-1963,Single,,Informal_Sector,,146.54,0,None,InnBucks,Harare ESM5253,3,2024-12-28,2025-01-14,2025-02-22,2025-07-13,6041.12,14.35,6,Monthly,Debt_Consolidation,Male,15-Jul-1992,Single,5,NGO,49,1629.19,1,Savings,OneMoney,Mashonaland_West RKL5421,3,2024-12-28,2025-01-17,2025-02-23,2025-07-16,546.51,16.41,6,Monthly,Medical,Female,19-Jun-1983,Married,5,Agriculture,14,233.73,4,,OneMoney,Bulawayo IVK9421,5,2025-10-15,2025-10-17,2025-11-14,2026-04-15,201.86,161.54,6,Bi-Weekly,Medical,Female,13-Aug-1982,Widowed,3,Informal_Sector,31,112.23,1,None,Bank_Transfer,Masvingo GST4391,3,2025-12-04,2025-12-12,2026-01-25,2027-12-02,3552.53,18.19,24,Monthly,Medical,Female,14-Feb-1983,Married,4,Government,152,,0,Guarantor,InnBucks,Harare RGI8636,0,2025-03-22,2025-04-01,2025-05-12,2026-09-23,2018.01,16.54,18,Monthly,Working_Capital,Female,15-Oct-1994,Married,2,Construction,10,342.0,1,Property,Bank_Transfer,Bulawayo IOE1286,5,2025-09-04,2025-09-05,2025-10-11,2025-12-04,332.1,172.23,3,Bi-Weekly,Personal,Male,22-Sep-1975,Married,7,Informal_Sector,24,271.48,0,None,Bank_Transfer,Harare AGH1193,0,2026-02-05,2026-02-23,2026-04-05,2026-08-22,3077.71,18.41,6,Monthly,Funeral,Male,25-Jun-1964,Widowed,2,Healthcare,131,377.16,1,Savings,EcoCash,Manicaland HBF9445,5,2025-09-03,2025-09-17,2025-10-12,2025-10-17,1951.6,191.81,1,Bi-Weekly,Medical,Female,17-Jul-1956,Married,6,Telecom,46,1392.14,2,None,EcoCash,Harare NSO0462,1,2025-08-13,2025-08-28,2025-09-25,2026-08-23,1232.77,129.36,12,Bi-Weekly,Business_Expansion,Male,14-May-1963,Married,,Informal_Sector,16,153.03,2,Savings,EcoCash,Harare INQ4034,1,2025-07-21,2025-07-27,2025-09-04,2027-07-17,10343.71,101.93,24,Monthly,Equipment,Male,11-Oct-2004,Single,0,Retail_Trade,13,424.88,0,Property,EcoCash,Mashonaland_West FOL4515,1,2026-02-14,2026-02-16,2026-03-23,2027-02-11,6209.74,13.67,12,Monthly,Equipment,Male,12-Jan-1972,Married,2,Government,100,621.91,0,Guarantor,Bank_Transfer,Matabeleland_South WKR6036,3,2025-07-14,2025-08-01,2025-08-28,2027-07-22,2295.18,18.9,24,Weekly,Debt_Consolidation,Female,04-May-1979,Married,3,Education,95,624.65,1,None,Bank_Transfer,Mashonaland_East QKT5763,2,2025-04-04,2025-04-17,2025-05-28,2026-04-12,4540.92,130.47,12,Monthly,Farming_Inputs,Female,19-Feb-1981,Single,4,Healthcare,10,419.15,0,Savings,Cash,Mashonaland_West LFZ7306,1,2025-11-16,2025-11-30,2025-12-26,2026-11-25,3336.0,112.34,12,Monthly,Equipment,Female,10-Nov-1979,Married,5,Agriculture,,206.24,1,None,Cash,Manicaland RZB9651,0,2026-01-12,2026-01-26,2026-02-24,2026-04-26,7290.95,102.89,3,Monthly,Business_Expansion,Male,15-Jun-1990,Divorced,2,NGO,29,812.44,1,Savings,InnBucks,Mashonaland_West YHL0162,2,2025-11-11,2025-11-18,2025-12-20,2026-11-13,5020.31,121.3,12,Weekly,Working_Capital,Female,17-May-2003,Widowed,1,Retail_Trade,18,1120.65,1,Livestock,InnBucks,Bulawayo UNE5104,1,2025-09-17,2025-10-08,2025-11-11,2027-04-01,6038.12,86.6,18,Monthly,Business_Expansion,Female,08-Sep-1987,Married,3,Informal_Sector,12,352.18,2,Property,OneMoney,Mashonaland_East DEC3967,2,2025-09-28,2025-09-30,2025-11-07,2026-03-29,6400.14,78.3,6,Monthly,Farming_Inputs,Male,28-Jun-1992,Widowed,3,,56,470.86,2,None,Cash,Matabeleland_South JAE7915,4,2025-03-15,2025-04-05,2025-05-12,2028-03-20,6385.0,15.35,36,Monthly,Vehicle,Female,11-Apr-1986,Divorced,3,Agriculture,121,298.82,1,Guarantor,EcoCash,Midlands CEM5682,4,2025-08-29,2025-09-14,2025-10-26,2027-09-04,1703.34,94.32,24,Monthly,Equipment,Female,29-Sep-1995,Married,4,Informal_Sector,31,129.21,2,None,Bank_Transfer,Midlands WXG2815,1,2025-06-23,2025-07-05,2025-08-07,2027-06-25,8134.13,15.23,24,Weekly,Working_Capital,Female,01-Jun-1993,Single,0,Government,44,652.74,2,Property,EcoCash,Mashonaland_East YQN3117,1,2025-02-06,2025-02-21,2025-03-24,2026-08-15,19904.96,112.5,18,Monthly,Business_Expansion,,11-Jul-1998,,4,Telecom,17,790.25,4,Livestock,EcoCash,Mashonaland_East ZLK9610,0,2025-10-16,2025-10-21,2025-12-04,2026-01-19,2124.65,161.87,3,Monthly,Home_Improvement,Female,01-Jul-1985,Married,0,Education,65,597.89,3,None,EcoCash,Midlands ABH3755,3,2025-04-15,2025-04-28,2025-06-08,2025-10-25,1198.82,12.69,6,Monthly,Medical,Male,28-Jun-2003,Single,0,Education,8,608.43,1,Guarantor,Cash,Manicaland BUB8347,0,2025-08-30,2025-09-15,2025-10-14,2026-03-14,1059.09,118.28,6,Monthly,Medical,Female,16-Jun-1960,Single,4,Construction,20,232.66,1,Savings,Cash,Masvingo XGX1909,1,2025-12-11,2025-12-14,2026-01-10,2028-11-28,1742.35,13.52,36,Bi-Weekly,Equipment,Male,20-Nov-2000,Divorced,2,Retail_Trade,29,134.12,2,Vehicle,Cash,Masvingo FHU9085,3,2025-07-05,2025-07-13,2025-08-14,2027-01-04,1487.41,17.75,18,Bi-Weekly,Rent,Female,20-Jul-1976,Married,3,Informal_Sector,7,,2,Guarantor,Cash,Matabeleland_South MZE9843,3,2025-08-19,2025-09-05,2025-10-02,2026-08-31,814.24,19.93,12,Bi-Weekly,Personal,Female,06-Oct-1963,Married,1,Informal_Sector,13,233.82,1,Vehicle,Cash,Midlands QNW8864,0,2025-10-15,2025-10-27,2025-12-01,2027-04-20,5140.15,94.09,18,Monthly,Home_Improvement,Male,24-Feb-1975,Widowed,1,Telecom,81,820.01,2,Savings,Cash,Mashonaland_Central EAV0422,1,2025-04-30,2025-05-08,2025-06-20,2027-04-28,9298.95,13.6,24,Monthly,Business_Expansion,,30-Jan-1963,Married,3,Transport,68,390.82,1,Guarantor,EcoCash,Manicaland PQD3932,1,2025-03-17,2025-03-20,2025-05-02,2026-09-11,9537.24,99.8,18,Monthly,Equipment,Male,22-Aug-1965,Married,1,Agriculture,107,331.11,1,Guarantor,Bank_Transfer,Mashonaland_West ZKD9795,1,2025-01-07,2025-01-12,2025-02-23,2026-07-06,12806.36,15.28,18,Monthly,Working_Capital,Male,01-Feb-1981,Married,0,Education,37,,2,Vehicle,OneMoney,Mashonaland_Central INJ6803,0,2025-06-22,2025-06-27,2025-08-06,2027-06-17,1150.66,15.64,24,Monthly,Debt_Consolidation,Female,07-Aug-1983,Married,6,Agriculture,44,415.55,3,Savings,EcoCash,Harare RIW5780,3,2025-08-06,2025-08-26,2025-10-09,2026-08-21,699.65,12.38,12,Monthly,Rent,Male,17-May-2000,Married,,Education,20,481.76,4,,OneMoney,Bulawayo PNB5177,1,2025-02-19,2025-03-10,2025-04-17,2025-09-06,19957.17,128.95,6,Monthly,Working_Capital,Male,03-Dec-1962,Widowed,3,Telecom,111,,2,Savings,EcoCash,Harare SGU6485,0,2025-10-13,2025-10-21,2025-11-23,2027-04-14,1833.2,98.65,18,Bi-Weekly,Wedding,Female,15-Jun-1966,Divorced,,Government,99,441.8,1,Livestock,EcoCash,Mashonaland_East JNJ0531,1,2025-10-10,2025-10-11,2025-11-12,2027-10-01,13008.22,104.04,24,Monthly,Business_Expansion,Male,13-Dec-1998,Married,2,Mining,23,1130.69,1,Savings,EcoCash,Mashonaland_East PHN7709,1,2025-04-03,2025-04-16,2025-05-12,2026-10-08,4023.46,97.93,18,Monthly,Business_Expansion,Male,05-Mar-1996,Married,2,Agriculture,43,194.7,3,Guarantor,EcoCash,Mashonaland_West HWB4033,4,2025-04-15,2025-05-05,2025-06-08,2029-04-14,4447.73,15.72,48,Monthly,Vehicle,Female,12-Mar-1988,Married,2,Construction,46,227.4,1,Savings,Bank_Transfer,Harare FGK3267,4,2025-12-28,2026-01-05,2026-02-09,2027-06-29,10006.29,16.32,18,Monthly,Home_Improvement,Female,26-Apr-1979,Married,4,,38,455.73,0,Guarantor,InnBucks,Mashonaland_Central RWV2020,1,2025-06-11,2025-06-22,2025-08-04,2025-12-19,12447.85,142.17,6,Bi-Weekly,Working_Capital,Male,26-Jan-1996,Single,4,Finance,22,614.38,3,Guarantor,Bank_Transfer,Harare ENU6205,2,2025-02-23,2025-03-12,2025-04-24,2025-09-08,5468.97,87.34,6,Weekly,,Male,24-Aug-1978,Married,2,Transport,71,408.35,3,,Cash,Mashonaland_Central CBX9036,5,2025-11-24,2025-11-26,2025-12-28,2026-02-24,1163.4,150.4,3,Weekly,Rent,Female,23-Aug-1996,Married,3,Education,87,675.07,0,Vehicle,EcoCash,Midlands YAZ2550,0,2025-08-31,2025-09-18,2025-10-25,2026-03-17,890.07,122.99,6,Monthly,Home_Improvement,Female,20-Mar-1980,Single,1,Agriculture,103,332.6,3,None,EcoCash,Bulawayo CBG7468,0,2026-02-17,2026-02-28,2026-04-03,2026-05-29,8707.35,131.12,3,Monthly,Wedding,Male,05-Mar-2006,Single,0,Telecom,10,2293.23,0,None,EcoCash,Masvingo ZFZ1089,2,2025-09-02,2025-09-15,2025-10-28,2026-09-10,16604.42,109.62,12,Monthly,Farming_Inputs,Male,25-Dec-1982,Married,4,Telecom,122,2290.51,2,None,EcoCash,Harare VXJ6073,0,2025-09-18,2025-10-06,2025-11-05,2027-03-30,8233.42,94.92,18,Monthly,Livestock,Female,05-Jan-1967,Widowed,7,NGO,52,1144.4,2,Guarantor,EcoCash,Harare CXS5682,3,2025-08-12,2025-08-23,2025-09-22,2026-08-18,1751.69,16.04,12,Bi-Weekly,Rent,Female,21-Aug-1974,Widowed,4,Government,81,560.35,0,None,OneMoney,Matabeleland_South XXG7687,0,2025-02-15,2025-03-05,2025-04-10,2026-02-28,1854.98,15.66,12,Monthly,Working_Capital,Female,16-Dec-1991,Married,,Informal_Sector,15,255.5,3,None,Cash,Harare NPB7952,1,2025-04-15,2025-04-29,2025-06-05,2025-10-26,2940.41,15.16,6,Monthly,Equipment,Male,30-Jan-1986,Married,4,Retail_Trade,48,365.89,4,Guarantor,OneMoney,Mashonaland_Central LPU0502,3,2025-08-31,2025-09-11,2025-10-09,2026-09-06,1036.48,108.07,12,Bi-Weekly,Rent,Male,08-Jan-1974,Married,5,Agriculture,82,278.14,1,Guarantor,Cash,Mashonaland_Central NOG9482,5,2026-02-07,2026-02-22,2026-03-22,2026-05-23,684.9,156.65,3,Bi-Weekly,Rent,Female,24-Dec-1987,Single,4,Government,73,902.76,1,None,Cash,Matabeleland_North DMA0770,4,2025-08-23,2025-08-25,2025-10-01,2027-02-16,5286.21,12.32,18,Monthly,Equipment,Male,28-Apr-1970,Married,5,Education,41,513.02,6,Vehicle,EcoCash,Matabeleland_South WFA8111,1,2025-01-20,2025-01-25,2025-03-02,2028-01-10,7915.23,13.28,36,Monthly,Working_Capital,Female,24-Feb-1979,Divorced,3,Informal_Sector,49,633.92,6,Property,Bank_Transfer,Bulawayo MRD7341,4,2025-01-11,2025-01-14,2025-02-20,2026-07-08,13044.7,111.57,18,Monthly,Equipment,Female,28-Jun-1990,Married,3,Retail_Trade,155,421.21,3,None,EcoCash,Mashonaland_East RAC0923,3,2025-01-24,2025-02-10,2025-03-24,2026-02-05,3016.21,15.01,12,Bi-Weekly,Rent,Female,24-Jun-1960,Married,0,Retail_Trade,114,,0,Savings,InnBucks,Matabeleland_South CGI4064,2,2025-06-18,2025-06-24,2025-07-20,2027-06-14,4968.6,110.63,24,Monthly,Livestock,Female,24-Sep-1980,Single,7,Finance,75,573.36,2,Guarantor,EcoCash,Mashonaland_West BHF5913,0,2025-02-02,2025-02-06,2025-03-06,2025-05-07,3550.88,94.15,3,Monthly,Personal,Male,17-May-1970,Divorced,5,Mining,97,1036.75,1,None,EcoCash,Harare TQT9316,5,2025-02-21,2025-02-25,2025-03-28,2025-05-26,1032.18,155.39,3,Weekly,Funeral,Male,06-Oct-1985,Married,3,Construction,21,784.32,4,None,EcoCash,Midlands XTE7211,0,2025-03-20,2025-04-07,2025-05-13,2026-04-02,5482.49,16.48,12,Monthly,Equipment,Female,21-Aug-2007,Single,1,Finance,6,1053.51,3,None,Bank_Transfer,Bulawayo OSL5694,2,2025-08-09,2025-08-12,2025-09-10,2026-08-07,2776.51,10.61,12,Monthly,Farming_Inputs,Male,02-Sep-1984,Widowed,,Agriculture,35,321.44,0,Livestock,Cash,Midlands HLU2560,1,2025-11-24,2025-12-06,2026-01-07,2026-06-04,5042.34,102.96,6,Monthly,Working_Capital,Male,25-May-1993,Married,5,Healthcare,,330.74,2,Guarantor,OneMoney,Matabeleland_North NJT6734,0,2025-05-23,2025-06-05,2025-07-20,2026-05-31,1324.93,17.25,12,Bi-Weekly,Debt_Consolidation,Male,21-Nov-1963,Married,4,Informal_Sector,7,448.01,0,None,Bank_Transfer,Harare PDQ6018,0,2025-02-03,2025-02-16,2025-03-20,2026-02-11,2328.69,15.8,12,Monthly,Vehicle,Male,25-Aug-1979,Single,5,Agriculture,85,354.08,3,None,Bank_Transfer,Midlands VQX0152,2,2025-10-30,2025-11-19,2025-12-19,2026-05-18,8205.35,,6,Monthly,Equipment,Female,05-Feb-2004,Single,1,Transport,22,491.88,2,None,EcoCash,Harare RDZ2697,1,2026-02-06,2026-02-25,2026-03-22,2026-08-24,2372.95,121.35,6,Monthly,Equipment,Female,14-Jun-1991,Married,4,Education,37,419.95,3,None,EcoCash,Midlands WJH5077,0,2025-09-02,2025-09-07,2025-10-17,2026-09-02,303.97,110.23,12,Monthly,Wedding,Female,04-Aug-1980,Single,2,Agriculture,45,125.83,2,Vehicle,EcoCash,Harare HHI5726,4,2025-01-15,2025-01-23,2025-03-02,2028-01-08,7148.92,17.04,36,Bi-Weekly,Home_Improvement,Male,05-Nov-1973,Single,3,Agriculture,104,207.45,3,None,EcoCash,Harare BOS7836,1,2025-10-12,2025-10-17,2025-12-01,2026-04-15,15638.24,14.13,6,Monthly,Business_Expansion,Male,27-Mar-1955,Married,6,NGO,77,1551.77,0,Vehicle,Bank_Transfer,Bulawayo APX2161,0,2025-05-18,2025-05-29,2025-06-26,2025-11-25,1882.49,160.73,6,Monthly,Home_Improvement,,07-Sep-1966,Married,2,Mining,10,1468.74,1,Savings,EcoCash,Mashonaland_East GWM1482,3,2025-03-14,2025-04-04,2025-05-17,2027-03-25,312.43,16.21,24,Monthly,Debt_Consolidation,Female,10-Jul-1999,Married,4,Agriculture,10,193.24,0,None,Cash,Matabeleland_South LCA9291,2,2025-02-10,2025-02-23,2025-03-20,2025-11-20,1287.25,13.14,9,Monthly,Working_Capital,Male,25-May-2006,Married,2,Informal_Sector,4,121.66,2,Livestock,Bank_Transfer,Mashonaland_East ZHQ3679,2,2025-06-02,2025-06-13,2025-07-10,2026-12-05,2939.46,11.49,18,Monthly,Livestock,Female,17-May-1995,Married,1,Healthcare,109,459.65,3,Livestock,Bank_Transfer,Manicaland PLD2249,4,2025-12-04,2025-12-08,2026-01-21,2026-12-03,8821.36,16.68,12,Monthly,Vehicle,Male,30-Jun-1992,Married,3,Government,22,380.15,0,Vehicle,Cash,Harare IEA9841,2,2026-02-18,2026-02-26,2026-04-08,2028-02-16,9651.28,74.76,24,Monthly,Farming_Inputs,Female,12-Nov-1977,Married,6,Finance,80,1576.6,4,Livestock,EcoCash,Mashonaland_East GEI0319,0,2026-01-28,2026-02-11,2026-03-09,2026-08-10,2499.45,135.82,6,Monthly,Personal,Female,01-Oct-1992,Married,3,Healthcare,24,537.75,6,None,Bank_Transfer,Harare JQE4987,3,2025-02-23,2025-03-11,2025-04-15,2026-03-06,961.49,16.54,12,Monthly,Personal,Male,09-Jun-1981,Married,3,Retail_Trade,103,400.61,1,Savings,Bank_Transfer,Harare SZL5463,1,2025-09-12,2025-10-03,2025-11-07,2026-09-28,9727.64,14.51,12,Monthly,Stock_Purchase,Female,16-Aug-1972,Single,3,Government,73,1003.13,0,Property,InnBucks,Harare MCI0240,1,2026-01-17,2026-02-03,2026-03-16,2029-01-18,12341.51,81.66,36,Bi-Weekly,Business_Expansion,Female,27-Aug-1968,Single,2,Transport,64,828.25,2,Property,EcoCash,Mashonaland_East FVT7225,3,2025-11-24,2025-12-13,2026-01-27,2026-12-08,1183.65,11.79,12,Bi-Weekly,School_Fees,Male,26-Mar-1961,Married,4,Construction,73,651.86,5,Savings,EcoCash,Masvingo UJV3631,4,2024-12-25,2025-01-02,2025-02-09,2028-12-12,24635.08,12.89,48,Bi-Weekly,Vehicle,Male,04-Jun-1982,Married,3,NGO,60,1338.43,5,Savings,Cash,Matabeleland_North QYO1346,5,2026-01-09,2026-01-29,2026-03-09,2026-04-29,506.18,193.51,3,Bi-Weekly,Personal,Male,20-Oct-1987,Divorced,1,Government,90,335.24,2,None,EcoCash,Bulawayo VIV4576,2,2025-12-04,2025-12-21,2026-01-25,2026-06-19,2122.6,78.53,6,Monthly,Farming_Inputs,Female,01-Jul-1996,Single,0,Agriculture,44,307.03,4,None,EcoCash,Manicaland CUB7496,3,2024-12-17,2025-01-02,2025-01-28,2025-12-28,640.7,15.17,12,Monthly,School_Fees,Female,15-May-1998,Married,1,Agriculture,79,146.42,2,Guarantor,Cash,Mashonaland_West KZQ6126,1,2025-03-21,2025-03-24,2025-05-07,2028-03-08,5774.87,16.36,36,Monthly,Equipment,Female,10-Mar-2006,Single,1,Agriculture,22,385.99,3,Property,EcoCash,Mashonaland_Central VFK8134,1,2026-01-19,2026-01-22,2026-02-25,2028-01-12,3353.21,112.59,24,Monthly,Business_Expansion,Male,14-Aug-1966,Married,1,Education,125,352.27,0,Guarantor,EcoCash,Mashonaland_West YCN7326,1,2025-01-07,2025-01-15,2025-02-09,2027-12-31,3436.38,113.83,36,Monthly,Business_Expansion,Female,05-Dec-1978,Divorced,6,Informal_Sector,21,374.9,2,Property,EcoCash,Manicaland HLB3847,3,2025-11-10,2025-11-30,2026-01-10,2026-05-29,918.14,14.7,6,Bi-Weekly,School_Fees,Female,23-Dec-1991,Single,2,Agriculture,95,185.86,3,Vehicle,Cash,Matabeleland_North TDW6663,0,2025-04-01,2025-04-02,2025-05-05,2025-07-01,1022.18,18.46,3,Monthly,Home_Improvement,Male,22-Nov-1998,Single,0,Education,,421.95,1,Guarantor,EcoCash,Manicaland KBK7769,1,2025-05-11,2025-05-18,2025-06-14,2026-05-13,2992.8,121.12,12,Monthly,Working_Capital,Male,12-Aug-1979,Divorced,7,Agriculture,99,290.48,4,None,EcoCash,Mashonaland_West IJP7584,2,2025-09-12,2025-09-24,2025-11-05,2027-09-14,1235.23,111.8,24,Weekly,Livestock,Female,28-Mar-2001,Single,2,Agriculture,21,193.56,0,Livestock,Cash,Masvingo VVI7960,0,2025-04-18,2025-05-02,2025-06-12,2026-10-24,791.34,142.96,18,Monthly,Farming_Inputs,Male,30-May-1982,Married,4,Agriculture,38,425.86,3,Guarantor,Bank_Transfer,Mashonaland_West FWL5818,1,2025-08-31,2025-09-12,2025-10-15,2026-09-07,1392.17,142.32,12,Bi-Weekly,Business_Expansion,Female,22-Feb-1981,Married,6,Informal_Sector,13,138.11,3,None,EcoCash,Harare XAK6948,1,2025-02-12,2025-03-04,2025-04-18,2026-02-27,1906.38,98.82,12,Bi-Weekly,Equipment,Male,22-Jan-1997,Single,2,Agriculture,72,146.55,2,None,Cash,Midlands SQG1144,0,2026-01-08,2026-01-16,2026-02-27,2027-01-11,815.02,122.6,12,Bi-Weekly,School_Fees,Male,19-Dec-1991,Married,1,Agriculture,22,171.84,1,Property,EcoCash,Midlands VVA0065,2,2025-12-01,2025-12-18,2026-01-15,2026-06-16,10736.0,112.09,6,Monthly,Livestock,Female,13-Aug-1966,Married,6,Transport,83,633.96,3,,Bank_Transfer,Mashonaland_West ZOZ0391,1,2025-07-01,2025-07-22,2025-08-27,2026-01-18,3220.76,14.02,6,Weekly,Business_Expansion,Male,26-May-1982,Married,2,Agriculture,50,245.05,1,None,EcoCash,Mashonaland_Central MPH6874,0,2025-07-19,2025-08-04,2025-09-11,2026-01-31,1384.2,133.1,6,Bi-Weekly,Personal,Male,03-Jun-1979,Married,3,Construction,86,483.49,0,Guarantor,Cash,Masvingo ZEY1074,3,2025-04-08,2025-04-29,2025-05-25,2026-04-24,532.19,78.17,12,Weekly,Personal,Female,18-Oct-1989,Single,1,Government,47,393.87,1,Property,InnBucks,Bulawayo UMA9410,4,2025-05-09,2025-05-22,2025-06-23,2028-05-06,16333.38,18.87,36,Monthly,Equipment,Female,19-Dec-1991,Married,2,NGO,24,673.68,5,Property,EcoCash,Manicaland VQC0943,0,2025-08-24,2025-09-12,2025-10-25,2027-03-06,1808.0,15.89,18,Bi-Weekly,Stock_Purchase,Male,10-May-2007,Single,0,Agriculture,7,273.47,0,Savings,InnBucks,Mashonaland_Central DZL6452,2,2025-10-06,2025-10-27,2025-11-24,2026-07-24,3271.66,98.63,9,Monthly,Equipment,Female,01-Feb-1971,Married,6,Education,33,649.83,3,Property,Cash,Manicaland BOM1302,2,2025-11-09,2025-11-18,2025-12-15,2026-11-13,8963.56,96.87,12,Monthly,Working_Capital,Female,20-Feb-1983,Married,4,Manufacturing,49,545.91,2,Guarantor,Bank_Transfer,Harare VVJ8185,0,2025-10-19,2025-11-02,2025-12-14,2026-10-28,3780.55,153.95,12,Monthly,Medical,Male,10-Dec-1983,Widowed,5,Finance,117,1187.2,4,Savings,InnBucks,Harare KNV7050,3,2025-06-11,2025-06-14,2025-07-21,2026-06-09,1547.35,16.32,12,Weekly,Rent,Female,06-Feb-1972,Married,4,Agriculture,10,398.28,2,Savings,EcoCash,Manicaland YWN7078,0,2025-01-02,2025-01-20,2025-02-14,2025-04-20,3332.47,17.41,3,Monthly,Vehicle,Male,05-Dec-1987,Married,4,Government,,565.03,4,Vehicle,OneMoney,Masvingo YTO5069,2,2026-01-28,2026-02-13,2026-03-26,2026-11-10,3410.46,109.59,9,Monthly,Working_Capital,Female,29-Jun-1993,Married,0,Transport,107,717.05,1,Livestock,InnBucks,Harare HUT5107,1,2025-08-17,2025-08-21,2025-09-16,2028-08-05,2633.96,16.09,36,Monthly,Business_Expansion,Male,03-Apr-1981,Married,5,Informal_Sector,,166.2,1,None,Bank_Transfer,Harare HBI9011,3,2024-12-21,2025-01-06,2025-02-01,2026-12-27,1231.28,18.2,24,Bi-Weekly,Personal,Male,01-Aug-1971,Divorced,4,Education,73,593.26,0,None,EcoCash,Mashonaland_East EJP1062,0,2025-02-14,2025-02-19,2025-03-28,2026-02-14,1030.91,16.99,12,Monthly,Business_Expansion,Male,08-Apr-1994,Married,2,Manufacturing,34,,5,None,Cash,Harare BLE1407,2,2024-12-28,2025-01-17,2025-02-17,2027-01-07,824.55,76.48,24,Monthly,Working_Capital,Female,15-Jan-1998,Divorced,4,Agriculture,,141.98,5,Livestock,Bank_Transfer,Harare DOW7737,5,2025-06-20,2025-07-05,2025-08-09,2025-09-03,397.6,174.41,2,Monthly,Personal,Male,01-Nov-1977,Married,5,Manufacturing,31,423.41,1,Guarantor,Bank_Transfer,Mashonaland_Central GWJ0731,3,2025-03-16,2025-04-03,2025-04-28,2027-03-24,3002.95,15.11,24,Monthly,Rent,Male,11-Dec-2003,Married,1,Retail_Trade,36,546.16,3,None,Bank_Transfer,Harare DVK0525,3,2025-08-02,2025-08-21,2025-09-22,2026-02-17,913.6,12.69,6,Weekly,Personal,Male,07-Jun-1982,Married,6,Informal_Sector,10,313.22,6,None,EcoCash,Bulawayo ABT0755,2,2026-02-18,2026-02-25,2026-04-07,2026-11-22,1387.58,82.35,9,Monthly,,Female,04-Oct-1989,Married,0,Education,103,626.83,0,Vehicle,Bank_Transfer,Harare KDQ3420,0,2026-02-12,2026-02-14,2026-03-26,2026-08-13,7847.86,158.72,6,Monthly,School_Fees,Male,24-Aug-1983,Single,5,Manufacturing,7,859.87,2,,EcoCash,Bulawayo GRV3964,4,2025-12-29,2026-01-16,2026-02-11,2028-01-06,22034.07,90.52,24,Monthly,Equipment,Male,25-Sep-1992,Married,5,Government,85,861.89,1,Livestock,Cash,Mashonaland_Central TAZ7275,3,2025-05-22,2025-05-26,2025-06-28,2026-11-17,2404.89,15.39,18,Monthly,Rent,Female,15-Mar-1967,Widowed,4,Informal_Sector,24,434.1,8,Guarantor,EcoCash,Harare FYQ9788,2,2025-01-03,2025-01-07,2025-02-13,2025-07-06,3273.28,14.97,6,Monthly,Livestock,Male,26-Nov-1995,Married,2,Retail_Trade,68,256.81,0,Livestock,Bank_Transfer,Mashonaland_Central OYV9502,1,2025-08-10,2025-08-20,2025-09-28,2026-08-15,11347.42,16.4,12,Monthly,Stock_Purchase,Male,21-Nov-1974,Single,4,Government,146,477.31,1,Guarantor,EcoCash,Midlands RZR0683,0,2026-02-01,2026-02-16,2026-03-22,2028-02-06,5612.44,82.21,24,Bi-Weekly,Equipment,Male,09-Aug-1997,Married,4,Retail_Trade,41,,0,Savings,Bank_Transfer,Bulawayo KIS1920,2,2025-04-25,2025-05-02,2025-06-03,2026-04-27,9644.57,83.44,12,Monthly,Farming_Inputs,Male,05-Mar-1986,Divorced,0,Finance,154,861.92,2,Property,EcoCash,Midlands AIZ4304,1,2025-10-16,2025-10-23,2025-11-17,2027-10-13,10851.3,114.91,24,Bi-Weekly,Equipment,Male,27-Aug-1993,Single,2,Education,51,838.73,5,None,Cash,Manicaland MNC6867,1,2026-02-10,2026-02-11,2026-03-25,2028-02-01,19306.09,87.34,24,Monthly,Business_Expansion,Female,23-Apr-1995,Married,1,Government,126,775.34,2,Livestock,OneMoney,Midlands JHT2975,1,2025-01-11,2025-01-24,2025-02-20,2026-01-19,1283.46,16.06,12,Monthly,Business_Expansion,Female,30-Dec-1986,Married,4,Retail_Trade,120,219.32,6,None,Cash,Masvingo AWN2202,1,2025-08-12,2025-08-30,2025-10-07,2027-08-20,9118.23,14.73,24,Monthly,Equipment,Female,13-Jul-1994,Single,,Manufacturing,118,439.08,4,Guarantor,EcoCash,Mashonaland_East UXA7661,0,2025-02-02,2025-02-13,2025-03-28,2026-02-08,1955.58,15.2,12,Monthly,Vehicle,Male,28-Feb-1993,Divorced,5,Retail_Trade,15,628.78,3,None,EcoCash,Mashonaland_West YHG0100,1,2025-07-04,2025-07-23,2025-08-17,2026-01-19,17615.34,101.84,6,Monthly,Equipment,Male,30-Mar-1996,Single,2,Mining,70,1653.01,1,Property,EcoCash,Mashonaland_West BGQ6413,3,2025-10-30,2025-11-15,2025-12-16,2026-11-10,669.74,12.02,12,Monthly,Rent,Female,16-Apr-1976,Single,2,Agriculture,135,208.48,3,Guarantor,EcoCash,Mashonaland_Central OSV9923,0,2025-11-23,2025-11-30,2025-12-28,2026-11-25,7903.96,13.84,12,Weekly,Equipment,Male,14-Jul-1970,Married,4,Finance,52,,2,Guarantor,Bank_Transfer,Harare WGA1952,2,2025-05-02,2025-05-10,2025-06-22,2026-11-01,6303.59,12.23,18,Monthly,Working_Capital,Female,15-May-1988,Single,3,Education,56,539.93,0,None,OneMoney,Harare ICN2500,0,2025-01-20,2025-02-09,2025-03-13,2026-02-04,3011.65,174.79,12,Bi-Weekly,Rent,Male,24-Dec-1966,Married,3,Manufacturing,117,428.19,1,None,InnBucks,Mashonaland_Central GZT7277,1,2025-08-13,2025-08-21,2025-09-25,2027-02-12,6138.47,131.27,18,Monthly,Business_Expansion,Male,03-Apr-1983,Married,4,Agriculture,26,488.21,3,Vehicle,Cash,Bulawayo PBP4048,2,2025-02-07,2025-02-18,2025-03-28,2025-11-15,2050.45,125.36,9,Monthly,Equipment,Male,18-Nov-1971,Married,2,Retail_Trade,15,224.31,4,Guarantor,EcoCash,Harare XMQ9215,0,2025-04-25,2025-05-08,2025-06-15,2026-05-03,546.98,17.6,12,Monthly,Equipment,Male,30-Nov-1971,Married,,Agriculture,33,,2,Guarantor,EcoCash,Masvingo NEK4446,4,2025-11-16,2025-11-18,2025-12-14,2027-05-12,13695.46,17.69,18,Weekly,Vehicle,Male,01-Apr-2002,Single,,Finance,28,1306.6,0,Property,InnBucks,Matabeleland_South DPN4713,0,2026-02-05,2026-02-17,2026-03-25,2026-08-16,1553.7,141.16,6,Monthly,School_Fees,Male,31-Dec-1985,Single,4,Education,130,343.82,1,Guarantor,EcoCash,Midlands JBG9700,1,2026-01-29,2026-02-11,2026-03-21,2027-02-06,8186.74,125.13,12,Monthly,Business_Expansion,Male,05-Nov-1974,Married,6,Retail_Trade,107,814.94,2,Savings,EcoCash,Harare VLK0975,4,2025-03-30,2025-04-07,2025-05-16,2028-03-22,1863.59,18.16,36,Monthly,Vehicle,Male,14-Nov-1983,Married,,Retail_Trade,120,273.66,0,Property,EcoCash,Mashonaland_West KSE1752,5,2025-07-12,2025-07-22,2025-08-16,2025-08-21,649.43,164.45,1,Bi-Weekly,Funeral,Male,23-Mar-1983,Married,3,Informal_Sector,6,455.11,1,None,InnBucks,Harare UAL0333,1,2025-03-09,2025-03-14,2025-04-12,2026-03-09,3494.42,138.65,12,Monthly,Business_Expansion,Female,07-Jan-1958,Divorced,3,Manufacturing,,239.81,8,None,EcoCash,Mashonaland_Central HNJ0861,2,2025-04-22,2025-05-08,2025-06-21,2027-04-28,1310.64,125.28,24,Monthly,Farming_Inputs,Male,02-Nov-1994,Married,1,Informal_Sector,24,97.63,4,Vehicle,Bank_Transfer,Midlands YNE3686,0,2025-05-31,2025-06-12,2025-07-09,2025-12-09,552.82,152.35,6,Monthly,Livestock,Male,04-Oct-1959,Married,2,Informal_Sector,15,153.71,3,None,OneMoney,Harare FKI0101,4,2025-01-22,2025-02-01,2025-03-06,2026-07-26,3119.83,13.99,18,Monthly,Vehicle,Male,03-May-1995,Divorced,2,Informal_Sector,5,,1,None,OneMoney,Matabeleland_North WUP8684,0,2025-11-03,2025-11-14,2025-12-20,2026-05-13,4155.57,140.37,6,Monthly,Rent,Female,09-Aug-2004,Single,0,Education,18,,0,Guarantor,EcoCash,Harare ZPX2126,0,2025-06-23,2025-07-05,2025-07-28,2026-01-01,4781.94,121.42,6,Monthly,Debt_Consolidation,Male,21-Oct-1970,Married,6,Retail_Trade,35,1037.06,1,Vehicle,EcoCash,Harare CTP4152,3,2025-09-21,2025-09-22,2025-11-01,2026-09-17,701.47,12.38,12,Monthly,Rent,Male,19-Apr-1970,Single,7,Agriculture,150,364.74,1,Guarantor,EcoCash,Harare QLX4092,0,2025-01-19,2025-01-23,2025-02-26,2027-01-13,730.05,123.56,24,Monthly,Livestock,Female,02-Jul-1964,Married,4,Agriculture,49,94.71,3,Property,Cash,Mashonaland_Central AOK5541,5,2025-03-03,2025-03-08,2025-04-07,2025-09-04,511.47,140.01,6,Bi-Weekly,Rent,Male,13-Dec-1964,Married,2,Retail_Trade,15,,2,Vehicle,Bank_Transfer,Manicaland AAW0413,3,2026-02-07,2026-02-17,2026-03-28,2027-02-12,5015.19,11.99,12,Weekly,Personal,Female,27-Jun-1996,Married,0,Construction,30,1114.23,4,Vehicle,Bank_Transfer,Matabeleland_North NGW7719,4,2025-11-23,2025-12-12,2026-01-26,2026-12-07,12591.37,20.78,12,Monthly,Vehicle,Male,01-May-1970,Married,5,Retail_Trade,115,621.04,2,None,OneMoney,Mashonaland_Central FIH1903,5,2025-12-20,2025-12-28,2026-01-24,2026-03-28,563.1,143.98,3,Bi-Weekly,Funeral,Male,20-Jul-1982,Married,4,Agriculture,58,240.6,3,Guarantor,Cash,Harare TAU8457,3,2025-02-24,2025-03-13,2025-04-11,2026-03-08,708.06,,12,Weekly,Personal,Female,07-Apr-1985,Married,0,Agriculture,144,267.57,2,Guarantor,EcoCash,Harare COG3558,1,2025-10-23,2025-10-24,2025-11-22,2027-04-17,10184.64,13.24,18,Weekly,Business_Expansion,Male,23-Jul-2006,Single,1,Informal_Sector,17,520.71,6,,EcoCash,Masvingo OBP5338,1,2025-03-04,2025-03-11,2025-04-18,2027-03-01,6605.55,115.85,24,Weekly,Equipment,Female,28-Nov-1981,Married,2,Retail_Trade,,644.71,2,Property,Bank_Transfer,Bulawayo RHK6186,0,2025-01-04,2025-01-25,2025-03-03,2026-01-20,615.74,136.11,12,Monthly,Wedding,Male,14-Nov-1962,Married,3,Agriculture,86,159.18,2,None,EcoCash,Mashonaland_East IMJ7164,0,2025-03-02,2025-03-08,2025-04-10,2025-09-04,3812.36,114.11,6,Monthly,Personal,,11-Apr-1995,Single,1,Retail_Trade,56,933.83,1,None,Bank_Transfer,Harare YLB6270,4,2026-01-02,2026-01-21,2026-02-27,2027-07-15,9076.12,15.33,18,Monthly,Vehicle,Female,20-Apr-1990,Married,,Mining,4,358.34,1,Vehicle,Bank_Transfer,Mashonaland_East QFA8280,2,2026-01-15,2026-02-05,2026-03-15,2027-01-31,2950.43,12.9,12,Bi-Weekly,Equipment,Male,18-Apr-1978,Divorced,3,Government,164,445.88,0,Livestock,Bank_Transfer,Mashonaland_West OUS9118,5,2025-09-07,2025-09-20,2025-10-19,2025-12-19,148.83,131.61,3,Monthly,Medical,Male,15-Jan-1981,,7,Informal_Sector,2,202.15,4,Savings,Bank_Transfer,Bulawayo HYO2274,2,2025-03-14,2025-03-15,2025-04-24,2025-12-10,4358.54,101.63,9,Weekly,Farming_Inputs,Male,24-Jul-1967,Divorced,3,NGO,97,,2,Livestock,EcoCash,Mashonaland_West CSE9609,0,2025-01-18,2025-01-20,2025-02-28,2027-01-10,1067.18,162.55,24,Monthly,Medical,Male,01-Nov-1969,Divorced,2,Construction,20,,3,Guarantor,Cash,Manicaland UOE3068,1,2025-09-15,2025-10-05,2025-11-01,2026-04-03,2612.5,106.63,6,Monthly,Stock_Purchase,Male,11-Oct-1998,Married,5,Retail_Trade,31,162.29,2,None,EcoCash,Midlands JCC9986,1,2025-12-17,2025-12-27,2026-02-04,2027-12-17,5970.51,14.15,24,Monthly,Business_Expansion,Female,22-Jun-1963,Married,6,Retail_Trade,159,727.57,5,Livestock,EcoCash,Harare KOB3118,0,2025-10-23,2025-11-10,2025-12-25,2027-05-04,651.71,16.26,18,Monthly,Rent,Male,27-Dec-1958,Divorced,5,Construction,,227.66,3,Vehicle,EcoCash,Mashonaland_West SVC9307,1,2025-05-04,2025-05-16,2025-06-20,2025-11-12,2494.23,107.77,6,Monthly,Working_Capital,Male,27-Dec-1964,Widowed,,Agriculture,109,177.74,1,None,EcoCash,Harare EAM6064,4,2026-02-20,2026-02-28,2026-03-28,2027-08-22,26311.72,15.26,18,Monthly,Home_Improvement,Female,14-Jun-1982,Widowed,1,Mining,61,,3,Property,Cash,Bulawayo UVN5572,0,2025-06-13,2025-07-02,2025-08-15,2025-09-30,1385.25,123.05,3,Monthly,Working_Capital,Male,21-May-1963,Married,3,Manufacturing,,396.64,1,Guarantor,EcoCash,Mashonaland_East ZHN4479,2,2025-01-07,2025-01-27,2025-03-03,2027-01-17,5240.32,124.03,24,Monthly,Equipment,Male,29-Oct-1980,Single,1,Education,105,280.13,0,Livestock,OneMoney,Manicaland ING8369,1,2025-10-03,2025-10-16,2025-11-28,2028-09-30,2678.67,102.62,36,Monthly,Working_Capital,Male,25-Feb-2005,Single,2,Education,29,,1,Guarantor,EcoCash,Mashonaland_East KDF4616,1,2025-04-17,2025-04-30,2025-06-07,2028-04-14,5955.35,146.53,36,Monthly,Working_Capital,Male,19-Sep-2004,Single,0,Manufacturing,11,789.48,1,Livestock,EcoCash,Harare DEJ9407,1,2025-10-13,2025-10-31,2025-11-25,2026-04-29,7958.16,11.24,6,Monthly,Working_Capital,Female,29-Oct-1962,Married,2,Mining,159,455.82,3,Guarantor,EcoCash,Harare CXT4128,1,2025-12-07,2025-12-19,2026-01-19,2028-12-03,3952.45,12.82,36,Weekly,,Female,31-Dec-1980,Married,4,Transport,159,563.95,1,Property,InnBucks,Manicaland TCT6480,1,2025-01-27,2025-02-12,2025-03-15,2027-02-02,3466.41,13.8,24,Monthly,Stock_Purchase,Male,06-Sep-2004,Single,0,Telecom,,769.68,2,Guarantor,InnBucks,Harare UNZ3586,2,2025-03-21,2025-04-09,2025-05-24,2025-10-06,1228.25,15.62,6,Monthly,Livestock,Female,23-Aug-1989,Married,3,Informal_Sector,41,108.25,2,Livestock,InnBucks,Midlands CEL0672,2,2025-03-06,2025-03-20,2025-04-19,2026-03-15,3622.96,125.96,12,Bi-Weekly,Farming_Inputs,Male,25-Jan-1992,Divorced,3,Agriculture,19,423.97,2,None,EcoCash,Harare WMW9321,0,2025-06-25,2025-07-12,2025-08-13,2026-07-07,1975.9,13.68,12,Monthly,School_Fees,Male,26-Mar-1980,Married,3,Government,61,722.51,3,None,EcoCash,Mashonaland_East MIU4874,1,2025-08-23,2025-09-12,2025-10-07,2027-03-06,761.24,109.04,18,Monthly,Business_Expansion,Female,02-Jul-2006,Divorced,1,Informal_Sector,5,144.17,2,None,InnBucks,Mashonaland_West GHY7900,1,2025-10-14,2025-10-30,2025-11-28,2027-10-20,1933.52,14.6,24,Monthly,Business_Expansion,Female,24-Aug-1998,Single,4,Manufacturing,93,403.39,2,Vehicle,Cash,Manicaland QXY3232,2,2025-01-19,2025-01-29,2025-03-06,2026-07-23,2278.04,124.59,18,Weekly,Farming_Inputs,Male,03-Nov-1958,Married,2,Retail_Trade,154,296.71,2,Guarantor,EcoCash,Manicaland JQT4476,2,2025-11-29,2025-12-01,2026-01-10,2026-11-26,14102.0,86.98,12,Monthly,Farming_Inputs,Male,21-Sep-1985,Married,6,NGO,59,1044.03,0,None,InnBucks,Bulawayo NDK8564,2,2025-01-24,2025-02-08,2025-03-09,2025-08-07,11008.18,104.58,6,Monthly,Equipment,,15-Jan-1990,Single,3,Finance,38,,1,Guarantor,Bank_Transfer,Harare YMO6206,1,2025-02-27,2025-03-19,2025-04-27,2028-03-03,6476.13,17.15,36,Weekly,Equipment,Female,19-Jan-1974,Married,3,Government,177,,1,,Bank_Transfer,Mashonaland_West XMJ5924,1,2025-04-07,2025-04-15,2025-05-24,2026-04-10,3920.93,105.47,12,Monthly,Business_Expansion,Male,23-Jul-2006,Single,0,Construction,5,435.36,2,None,Cash,Manicaland XVR8871,3,2025-10-07,2025-10-10,2025-11-18,2027-09-30,5021.38,17.71,24,Monthly,School_Fees,Female,30-Jun-1962,Divorced,,Mining,69,1431.15,0,Guarantor,EcoCash,Midlands XEH9534,2,2025-12-06,2025-12-24,2026-02-01,2026-09-20,6307.46,111.9,9,Monthly,Livestock,Female,25-Nov-1975,Divorced,5,Retail_Trade,,,2,None,Cash,Mashonaland_Central CYV3256,1,2025-12-18,2025-12-27,2026-01-25,2028-12-11,3477.61,12.17,36,Monthly,Equipment,Male,16-Mar-1975,Married,5,Manufacturing,105,,0,Savings,Cash,Harare TJH9274,0,2025-04-25,2025-04-26,2025-06-10,2026-04-21,1446.72,13.37,12,Bi-Weekly,Equipment,Male,29-Jul-1957,Widowed,4,Manufacturing,92,813.94,1,Guarantor,EcoCash,Manicaland VTT0304,0,2025-06-24,2025-06-26,2025-08-03,2025-09-24,895.48,137.74,3,Weekly,School_Fees,Female,24-Oct-1969,Single,1,Agriculture,106,245.32,3,None,Bank_Transfer,Mashonaland_East RMW3853,1,2025-09-14,2025-09-30,2025-10-25,2027-09-20,5701.56,127.21,24,Monthly,Working_Capital,Male,18-Apr-1998,Divorced,2,Manufacturing,60,394.54,1,Guarantor,Bank_Transfer,Manicaland JDY9215,2,2025-02-10,2025-02-21,2025-04-02,2027-02-11,3693.44,91.64,24,Bi-Weekly,Farming_Inputs,Male,14-May-1979,Widowed,5,Retail_Trade,137,417.77,0,,Cash,Harare PZY1904,0,2025-06-04,2025-06-21,2025-07-28,2025-09-19,495.44,138.38,3,Monthly,Rent,Male,03-Mar-1987,Married,2,Agriculture,59,184.54,0,None,OneMoney,Manicaland XHT3697,0,2025-09-13,2025-09-29,2025-11-12,2026-03-28,365.08,123.62,6,Bi-Weekly,Livestock,Male,06-Feb-1970,Married,6,Informal_Sector,29,118.76,0,Guarantor,EcoCash,Harare YBC8532,0,2025-07-25,2025-07-29,2025-08-24,2026-01-25,905.08,129.96,6,Monthly,Farming_Inputs,Female,30-Jul-1996,Divorced,1,Government,105,300.7,0,Vehicle,Bank_Transfer,Midlands FBJ2223,5,2025-10-13,2025-11-01,2025-11-28,2025-12-01,2384.1,150.76,1,Bi-Weekly,Personal,Male,21-Feb-1998,Married,1,Retail_Trade,67,924.35,1,Savings,OneMoney,Mashonaland_West EON2993,4,2025-08-28,2025-09-14,2025-10-23,2027-03-08,4017.93,19.29,18,Monthly,Vehicle,Male,06-Feb-1967,Divorced,,Informal_Sector,22,239.55,6,Property,Bank_Transfer,Mashonaland_East URV6265,0,2025-04-29,2025-05-06,2025-06-18,2025-11-02,1555.0,170.78,6,Bi-Weekly,Funeral,Female,30-Oct-1991,Married,,,1,424.04,1,None,Bank_Transfer,Midlands XBY8963,0,2025-09-26,2025-10-14,2025-11-26,2026-10-09,3759.38,18.83,12,Monthly,Stock_Purchase,Female,29-May-1969,Married,8,Retail_Trade,73,956.4,0,Property,Cash,Manicaland VQS0169,2,2025-12-11,2025-12-12,2026-01-26,2026-12-07,9732.63,14.29,12,Monthly,Farming_Inputs,Female,15-Feb-1989,Married,2,Mining,42,670.68,0,Savings,Bank_Transfer,Mashonaland_West ELA8839,0,2025-04-09,2025-04-17,2025-05-27,2027-04-07,1550.71,103.08,24,Weekly,Vehicle,Male,17-Nov-1996,Single,3,Agriculture,21,272.56,1,Guarantor,EcoCash,Midlands GWS0703,1,2025-07-13,2025-08-03,2025-09-14,2027-01-25,11244.97,93.17,18,Monthly,Business_Expansion,Female,10-Sep-1983,Widowed,3,Telecom,85,1132.8,2,Livestock,OneMoney,Bulawayo TOX8176,5,2026-01-04,2026-01-20,2026-02-24,2026-04-20,2580.6,161.51,3,Bi-Weekly,Funeral,Female,08-Nov-1998,Married,5,Telecom,11,1944.23,1,Vehicle,Cash,Manicaland ONB3244,0,2026-01-02,2026-01-17,2026-02-25,2026-07-16,995.52,122.36,6,Monthly,Personal,Female,17-Dec-1998,Single,3,Manufacturing,9,706.86,2,None,Bank_Transfer,Harare PXX6146,0,2026-01-26,2026-02-03,2026-03-08,2027-01-29,3006.26,16.06,12,Bi-Weekly,Personal,Female,28-Sep-1957,Married,1,Education,82,662.68,3,Savings,EcoCash,Midlands YUX0481,3,2025-07-21,2025-08-07,2025-09-01,2027-01-29,665.83,13.51,18,Weekly,Debt_Consolidation,Male,29-Nov-1979,Married,5,Government,36,230.86,1,None,Bank_Transfer,Mashonaland_East EFI0965,2,2025-10-31,2025-11-17,2025-12-12,2026-11-12,7823.09,13.65,12,Monthly,Farming_Inputs,Female,09-Apr-1978,Married,3,Manufacturing,59,1066.3,2,Vehicle,EcoCash,Mashonaland_West DRD0479,4,2025-09-27,2025-10-07,2025-11-17,2027-03-31,23412.07,19.36,18,Monthly,Equipment,Male,06-Sep-1986,Widowed,2,Transport,82,819.26,3,Property,Cash,Midlands DWY6364,3,2025-01-15,2025-02-02,2025-03-01,2025-08-01,3463.97,92.92,6,Monthly,School_Fees,Male,30-Apr-1998,Married,,Telecom,,1203.15,2,Guarantor,Bank_Transfer,Mashonaland_West ONI0884,0,2025-05-11,2025-05-17,2025-06-28,2025-11-13,2635.43,15.27,6,Monthly,School_Fees,Female,20-Sep-1974,Married,2,Mining,91,1043.59,2,Livestock,OneMoney,Harare MCN8344,0,2025-10-24,2025-11-04,2025-12-08,2026-10-30,973.23,133.7,12,Monthly,Personal,Female,20-Jul-2005,Single,2,Informal_Sector,23,542.09,1,Vehicle,Bank_Transfer,Matabeleland_North YKS4319,1,2025-12-21,2026-01-03,2026-02-13,2026-12-29,8830.02,90.54,12,Monthly,Working_Capital,Female,20-Nov-1990,Married,4,Retail_Trade,,994.91,2,Vehicle,Cash,Manicaland XZO0245,1,2025-07-13,2025-07-27,2025-09-08,2028-07-11,3736.71,141.89,36,Monthly,Stock_Purchase,Female,22-Feb-1984,Married,,Retail_Trade,92,,2,,EcoCash,Harare GEI0522,1,2025-04-21,2025-05-11,2025-06-21,2026-05-06,4296.18,78.0,12,Monthly,Business_Expansion,Male,28-May-2007,,0,Informal_Sector,7,255.14,1,None,EcoCash,Harare IKZ9484,1,2026-01-22,2026-01-25,2026-03-09,2029-01-09,2651.31,17.56,36,Monthly,Equipment,Male,14-Dec-1992,Single,3,Informal_Sector,12,236.41,0,Guarantor,Cash,Manicaland DBN4342,0,2025-05-31,2025-06-02,2025-07-15,2025-11-29,2723.46,17.98,6,Monthly,School_Fees,Male,01-Jul-1964,Widowed,3,Transport,24,489.3,2,None,Cash,Matabeleland_North NJP9989,0,2025-12-10,2025-12-31,2026-02-09,2026-12-26,4129.75,160.86,12,Bi-Weekly,Medical,Male,31-Jul-2007,Single,0,NGO,3,601.29,2,None,Cash,Harare UTX9521,2,2025-09-10,2025-09-22,2025-10-28,2026-03-21,2776.49,95.46,6,Monthly,Equipment,Male,29-Sep-1979,Married,4,Agriculture,35,,2,Livestock,Bank_Transfer,Midlands AUK8540,0,2025-09-22,2025-09-28,2025-11-12,2025-12-27,5361.81,88.09,3,Monthly,Home_Improvement,Female,28-Aug-1986,Married,6,Retail_Trade,52,740.87,0,None,Bank_Transfer,Mashonaland_West PUI1246,3,2025-10-30,2025-11-13,2025-12-18,2026-11-08,3747.06,15.73,12,Monthly,Personal,Female,20-May-1996,Married,0,Mining,92,1332.42,1,Savings,EcoCash,Mashonaland_East PDM0256,4,2025-06-03,2025-06-08,2025-07-04,2026-11-30,5350.33,15.81,18,Monthly,Home_Improvement,Female,20-Feb-1981,Widowed,5,Retail_Trade,33,151.38,0,Savings,Cash,Mashonaland_West YZK7499,0,2025-07-11,2025-07-22,2025-09-05,2027-01-13,2265.83,107.81,18,Monthly,Livestock,Female,07-Feb-1982,Divorced,3,Retail_Trade,64,450.6,2,None,EcoCash,Mashonaland_East GNW4349,3,2025-03-10,2025-03-23,2025-04-22,2026-09-14,1215.01,14.63,18,Monthly,Rent,Male,12-Mar-1979,Married,1,Retail_Trade,12,438.01,0,None,EcoCash,Manicaland CVF1019,2,2025-02-13,2025-02-28,2025-04-01,2027-02-18,2605.75,130.47,24,Monthly,Livestock,Female,07-Apr-1972,Married,,Education,7,554.71,1,None,Cash,Manicaland ELP7845,0,2025-11-21,2025-12-05,2026-01-15,2027-05-29,3228.04,124.24,18,Monthly,Livestock,Female,20-Jun-1958,Divorced,0,Retail_Trade,38,789.19,2,Livestock,EcoCash,Bulawayo YCN2884,1,2026-01-17,2026-01-21,2026-02-23,2027-01-16,438.11,13.87,12,Weekly,Working_Capital,Female,28-Jan-1984,Married,3,Agriculture,133,103.55,1,Guarantor,EcoCash,Harare BWS7092,0,2025-08-17,2025-09-01,2025-10-15,2026-02-28,5050.77,14.97,6,Bi-Weekly,Livestock,Male,14-Jan-2006,Single,0,Manufacturing,11,1052.2,1,None,OneMoney,Mashonaland_Central KZK3699,3,2025-12-19,2025-12-31,2026-02-14,2027-12-21,2720.76,79.69,24,Monthly,Rent,,21-Apr-1967,Married,4,Healthcare,84,1034.4,4,Guarantor,EcoCash,Matabeleland_North XYO7986,0,2025-01-09,2025-01-15,2025-02-21,2025-04-15,3371.27,133.24,3,Bi-Weekly,Personal,Female,15-Feb-1979,Widowed,5,Retail_Trade,95,642.24,2,Vehicle,Bank_Transfer,Harare IRY7916,2,2026-02-08,2026-02-15,2026-03-27,2028-02-05,7561.34,98.98,24,Monthly,Farming_Inputs,Male,28-Sep-1983,Married,4,NGO,77,2028.97,3,Livestock,EcoCash,Harare LQA1132,2,2025-09-24,2025-10-09,2025-11-23,2026-07-06,1154.6,87.31,9,Weekly,Livestock,Female,30-Apr-1996,Married,4,Education,110,310.49,0,Livestock,EcoCash,Masvingo FTW5458,0,2025-05-10,2025-05-20,2025-07-03,2026-11-11,1701.59,122.07,18,Weekly,Wedding,Male,28-Nov-1980,Married,5,Construction,108,580.05,6,None,EcoCash,Matabeleland_North MIB5596,2,2025-04-28,2025-05-13,2025-06-11,2026-11-04,9994.44,91.82,18,Monthly,Livestock,Male,18-Sep-2003,Single,1,Finance,16,1611.2,4,Guarantor,Bank_Transfer,Harare GMH8226,3,2025-08-28,2025-09-02,2025-10-07,2026-03-01,1387.36,14.74,6,Monthly,School_Fees,Female,18-Feb-2008,Single,0,Informal_Sector,3,264.58,3,Guarantor,Cash,Matabeleland_North EOQ6675,3,2025-11-03,2025-11-15,2025-12-10,2027-05-09,1222.29,12.85,18,Monthly,Debt_Consolidation,Female,10-Sep-1976,Married,3,Government,89,878.49,1,Guarantor,Bank_Transfer,Harare QSE8298,1,2025-06-10,2025-06-12,2025-07-11,2028-05-27,2054.79,112.36,36,Monthly,Business_Expansion,Male,31-May-2000,Married,2,Manufacturing,30,489.02,0,None,EcoCash,Mashonaland_East VLZ1739,4,2025-08-05,2025-08-07,2025-09-13,2029-07-17,11836.19,20.59,48,Monthly,Home_Improvement,Female,27-Oct-1988,Married,3,Informal_Sector,25,,3,Guarantor,Bank_Transfer,Harare OMO6127,0,2026-02-10,2026-02-21,2026-03-23,2028-02-11,2077.83,114.26,24,Monthly,Funeral,Male,23-Nov-1964,Married,2,Government,94,573.16,0,Property,InnBucks,Manicaland ATF1687,4,2025-05-23,2025-06-07,2025-07-07,2027-05-28,9882.38,18.41,24,Weekly,Vehicle,Male,06-Oct-1972,Married,8,Mining,57,468.81,1,None,Bank_Transfer,Bulawayo LBV6765,4,2025-11-25,2025-12-01,2025-12-28,2026-11-26,6399.36,96.05,12,Weekly,Home_Improvement,Male,21-Jul-1990,Married,1,,,485.54,0,Livestock,EcoCash,Mashonaland_Central CGB8675,1,2025-03-31,2025-04-02,2025-05-09,2026-03-28,4591.92,115.07,12,Monthly,Stock_Purchase,Male,20-Jul-1994,Married,3,Informal_Sector,14,,5,Vehicle,Bank_Transfer,Mashonaland_Central ZFX4279,4,2025-05-05,2025-05-26,2025-06-23,2028-05-10,1679.69,17.43,36,Monthly,Equipment,Female,26-Apr-1989,Single,,Informal_Sector,14,152.06,1,Savings,EcoCash,Matabeleland_South ELF2926,2,2025-06-20,2025-06-24,2025-07-21,2025-12-21,5100.62,14.21,6,Monthly,Livestock,Male,04-Oct-1992,Single,2,Retail_Trade,139,290.48,3,,EcoCash,Harare DNN9040,2,2025-08-11,2025-08-24,2025-09-28,2026-08-19,1039.38,16.02,12,Monthly,Equipment,Female,14-May-1985,Married,7,Transport,118,134.37,3,Property,OneMoney,Mashonaland_West NMT3661,2,2025-08-29,2025-09-14,2025-10-23,2026-09-09,3688.54,92.08,12,Monthly,,Male,26-Aug-1973,Married,5,Government,169,583.54,0,Vehicle,InnBucks,Harare UEO6191,0,2025-08-21,2025-08-30,2025-09-28,2027-08-20,560.69,138.14,24,Monthly,Livestock,Male,25-May-1976,Married,0,Agriculture,58,223.07,5,Savings,Cash,Mashonaland_East IVQ2334,4,2025-06-19,2025-07-05,2025-08-01,2028-06-19,20954.6,89.91,36,Bi-Weekly,Vehicle,Female,20-Jan-1975,Married,3,NGO,98,1189.41,5,Vehicle,Bank_Transfer,Harare KNW2940,1,2025-04-06,2025-04-12,2025-05-09,2026-10-04,6470.31,97.62,18,Monthly,Equipment,Male,26-Feb-1973,Single,,Retail_Trade,56,315.84,0,Property,InnBucks,Harare QNB3273,3,2025-06-30,2025-07-14,2025-08-21,2026-01-10,1848.37,14.27,6,Monthly,Personal,Female,30-May-1996,Married,4,Manufacturing,31,463.6,2,None,EcoCash,Matabeleland_South FNH7242,4,2026-02-04,2026-02-07,2026-03-21,2029-01-22,15762.04,16.49,36,Weekly,Vehicle,Male,17-Mar-1968,Widowed,5,Finance,116,413.52,0,Property,Bank_Transfer,Harare VVS3655,1,2026-01-15,2026-01-24,2026-02-26,2027-01-19,6848.32,15.01,12,Monthly,Equipment,Female,12-Sep-1993,Married,6,Manufacturing,45,421.58,1,Property,Bank_Transfer,Manicaland XZA6769,0,2025-08-21,2025-09-07,2025-10-05,2026-09-02,3339.1,112.32,12,Monthly,School_Fees,Female,05-Mar-1989,Single,2,Retail_Trade,37,541.87,0,None,EcoCash,Mashonaland_Central UOM6424,0,2026-01-08,2026-01-21,2026-02-15,2027-01-16,4578.86,107.22,12,Monthly,Farming_Inputs,Female,06-Jun-1995,Married,1,Mining,110,632.31,2,,EcoCash,Matabeleland_South FBO3201,0,2025-05-27,2025-06-11,2025-07-14,2025-12-08,2222.12,129.83,6,Monthly,Personal,Male,31-May-1991,Single,3,Retail_Trade,14,648.89,3,Property,Cash,Harare SLY2701,1,2025-04-17,2025-04-18,2025-05-14,2026-04-13,6088.05,12.67,12,Weekly,Business_Expansion,Female,01-Aug-1971,Married,6,Construction,154,553.2,3,Savings,EcoCash,Masvingo KXS2731,4,2025-09-29,2025-10-03,2025-11-05,2029-09-12,2654.59,14.31,48,Monthly,Home_Improvement,Male,12-Jun-1999,Married,5,Agriculture,11,278.43,1,None,EcoCash,Mashonaland_West XBW9703,3,2025-12-17,2026-01-05,2026-02-13,2026-12-31,9490.67,65.69,12,Monthly,Debt_Consolidation,Female,12-Feb-1967,Married,5,Finance,58,2692.25,0,Guarantor,OneMoney,Matabeleland_North OSW9461,4,2025-03-21,2025-03-22,2025-05-02,2026-03-17,12610.26,16.97,12,Monthly,,Male,26-May-1996,Married,,Manufacturing,54,384.01,6,Guarantor,Bank_Transfer,Manicaland LYU5526,5,2025-11-04,2025-11-13,2025-12-12,2026-01-12,825.39,133.44,2,Bi-Weekly,,Female,10-Jan-1995,Single,2,Transport,14,754.78,3,Guarantor,EcoCash,Midlands NJU2479,2,2025-01-18,2025-01-25,2025-02-25,2026-07-19,3546.79,13.64,18,Monthly,Livestock,Female,02-Mar-1996,Married,5,,98,250.66,1,Vehicle,Cash,Manicaland KYM8332,2,2025-05-18,2025-06-08,2025-07-10,2026-03-05,6887.84,97.26,9,Monthly,Farming_Inputs,Female,06-Apr-2005,Single,2,Informal_Sector,31,496.9,3,Livestock,OneMoney,Masvingo MAB7407,1,2025-03-13,2025-03-17,2025-04-22,2025-09-13,7851.87,14.99,6,Weekly,Business_Expansion,Male,07-Jun-1985,Married,5,Telecom,90,825.9,0,Guarantor,InnBucks,Midlands YPZ2854,5,2025-10-26,2025-10-28,2025-12-09,2026-01-26,362.87,131.25,3,Weekly,Personal,Female,22-Jun-1990,Divorced,2,Informal_Sector,43,205.92,0,None,Bank_Transfer,Matabeleland_North JBF7199,0,2025-10-30,2025-11-04,2025-12-01,2027-10-25,611.37,,24,Monthly,Working_Capital,Male,13-Mar-1975,Widowed,4,Informal_Sector,26,92.76,1,Guarantor,Bank_Transfer,Mashonaland_East JZD8433,0,2025-10-01,2025-10-13,2025-11-23,2027-10-03,1674.78,152.09,24,Monthly,Personal,Male,19-Dec-1999,Single,1,Agriculture,30,317.71,0,Savings,EcoCash,Mashonaland_Central MFP6362,0,2025-12-29,2026-01-07,2026-02-06,2026-07-06,1687.29,125.63,6,Monthly,Working_Capital,Male,20-Jan-2001,Single,4,Construction,12,419.79,4,Guarantor,EcoCash,Midlands JKW4520,3,2025-02-25,2025-03-08,2025-04-09,2025-09-04,890.34,16.96,6,Bi-Weekly,Debt_Consolidation,Female,02-May-1980,Married,5,Informal_Sector,15,249.82,4,None,Bank_Transfer,Mashonaland_East QGD7776,1,2026-01-09,2026-01-16,2026-02-16,2027-01-11,2661.37,137.07,12,Monthly,Business_Expansion,Male,10-Sep-1965,Married,7,Agriculture,114,416.96,1,None,EcoCash,Harare CHA6808,4,2025-01-10,2025-01-14,2025-02-15,2027-01-04,6417.36,94.61,24,Monthly,Home_Improvement,Male,11-May-1969,Married,5,Healthcare,61,769.23,5,Guarantor,,Harare UBS9220,2,2025-06-07,2025-06-10,2025-07-14,2026-06-05,5278.26,104.12,12,Monthly,Livestock,Male,07-Apr-1985,Divorced,7,Agriculture,93,383.99,0,Livestock,Bank_Transfer,Mashonaland_East WMY0640,2,2026-01-30,2026-02-15,2026-03-18,2027-08-09,7876.31,99.55,18,Monthly,Farming_Inputs,Male,29-Apr-1960,Married,3,Mining,90,996.6,8,Guarantor,Cash,Mashonaland_East CRC2190,0,2025-08-27,2025-08-30,2025-09-26,2025-11-28,2872.68,16.61,3,Weekly,Business_Expansion,Male,19-Apr-1996,Single,,Mining,64,625.67,2,Guarantor,Cash,Midlands AVW9491,0,2025-02-12,2025-02-19,2025-03-20,2025-08-18,2903.53,14.39,6,Monthly,Working_Capital,Female,30-Jan-1998,Married,,Construction,98,1025.05,1,None,EcoCash,Mashonaland_East NGN1485,1,2025-05-11,2025-05-21,2025-06-18,2027-05-11,14699.45,101.49,24,Monthly,Working_Capital,Male,26-Aug-2006,Single,0,Education,,654.82,5,None,Cash,Mashonaland_Central QQN9296,0,2025-02-16,2025-02-27,2025-04-12,2026-02-22,1153.63,117.63,12,Monthly,Personal,Female,23-Jan-1992,Single,,,,202.34,2,None,EcoCash,Harare NGR5046,0,2025-12-17,2026-01-07,2026-02-11,2027-01-02,3020.01,14.45,12,Monthly,School_Fees,Male,10-Jun-1999,Married,4,Retail_Trade,12,614.89,3,None,EcoCash,Harare LAN8432,1,2024-12-18,2025-01-03,2025-02-05,2025-12-29,5108.74,126.83,12,Monthly,Business_Expansion,Male,08-Sep-2001,Married,1,Retail_Trade,15,393.12,0,Vehicle,Bank_Transfer,Bulawayo TAQ4819,4,2025-02-21,2025-03-06,2025-04-19,2029-02-13,11872.71,104.93,48,Monthly,Equipment,Male,27-Jun-1961,Married,3,Manufacturing,31,1026.97,7,Property,InnBucks,Mashonaland_Central CPI9822,0,2025-07-24,2025-08-13,2025-09-08,2025-11-11,8360.86,122.28,3,Monthly,Rent,Female,28-Nov-1984,Married,3,,45,1279.63,1,Savings,InnBucks,Harare AER6514,3,2025-10-31,2025-11-07,2025-12-05,2026-11-02,1568.52,12.84,12,Monthly,Personal,Female,11-Nov-1983,Married,2,Government,61,798.09,0,Vehicle,Cash,Matabeleland_South SEH8603,4,2026-01-03,2026-01-06,2026-02-11,2027-12-27,2256.06,88.93,24,Monthly,Vehicle,Female,20-Sep-1993,Divorced,,Informal_Sector,10,66.85,6,None,EcoCash,Harare ILT4241,0,2025-04-27,2025-05-05,2025-06-05,2027-04-25,816.66,16.44,24,Monthly,Stock_Purchase,Male,19-Oct-1984,Widowed,1,,34,189.97,2,None,EcoCash,Harare HKE8304,5,2025-03-05,2025-03-25,2025-05-04,2025-06-23,725.73,158.71,3,Bi-Weekly,Funeral,Male,05-Apr-1989,Married,5,Manufacturing,18,485.76,2,None,EcoCash,Midlands TRW3403,3,2025-05-10,2025-05-20,2025-06-25,2025-11-16,1717.33,18.5,6,Monthly,Rent,Female,06-Dec-1980,Married,8,Education,38,467.3,5,Guarantor,EcoCash,Midlands RZY1654,2,2026-01-21,2026-01-22,2026-02-25,2028-01-12,8258.41,69.36,24,Monthly,Working_Capital,Male,17-Sep-2004,Single,0,Retail_Trade,18,722.99,3,Vehicle,OneMoney,Masvingo NWK2633,1,2025-09-16,2025-10-04,2025-11-09,2028-09-18,5540.07,119.67,36,Monthly,Working_Capital,Female,08-Jun-1987,,2,Transport,93,457.58,0,Vehicle,Cash,Masvingo CFS3204,4,2025-10-22,2025-11-05,2025-12-03,2028-10-20,2873.32,16.26,36,Weekly,Equipment,Male,27-Oct-1996,Divorced,4,Retail_Trade,51,188.25,2,None,EcoCash,Harare NSH7795,5,2025-03-22,2025-04-05,2025-05-18,2025-10-02,856.06,150.78,6,Monthly,Personal,Male,15-Dec-1970,Married,4,Manufacturing,,495.77,2,None,Cash,Midlands UDJ8583,2,2025-06-26,2025-07-12,2025-08-12,2026-01-08,1594.27,9.92,6,Monthly,Working_Capital,Male,29-Apr-1995,Married,2,Manufacturing,12,258.6,1,Livestock,Cash,Midlands JMO1835,1,2025-07-11,2025-07-13,2025-08-10,2027-01-04,2164.81,103.38,18,Monthly,Stock_Purchase,Male,31-Jul-1987,Married,0,Agriculture,53,187.22,2,Guarantor,Cash,Mashonaland_Central REJ3686,0,2025-03-19,2025-03-24,2025-04-28,2026-09-15,4612.14,133.93,18,Monthly,Debt_Consolidation,Female,03-Dec-1978,Married,3,Government,163,776.12,0,Guarantor,Bank_Transfer,Mashonaland_West GDF5664,4,2025-10-14,2025-10-22,2025-11-25,2027-10-12,8665.8,117.76,24,Monthly,Home_Improvement,Female,21-Dec-1984,Widowed,2,Informal_Sector,32,324.21,2,Guarantor,InnBucks,Mashonaland_East NVV4484,3,2025-09-14,2025-09-21,2025-11-05,2026-09-16,613.15,65.14,12,Monthly,Rent,Male,07-Oct-1964,Married,,Informal_Sector,9,114.92,1,Guarantor,InnBucks,Mashonaland_East DDP7484,3,2025-12-20,2026-01-09,2026-02-22,2027-07-03,1686.28,12.58,18,Bi-Weekly,Medical,Male,09-Aug-1992,Single,2,Construction,28,578.36,1,Savings,EcoCash,Midlands XSF7421,1,2025-01-31,2025-02-03,2025-03-09,2028-01-19,22757.11,13.89,36,Monthly,Equipment,Male,24-Feb-1987,Married,2,Finance,87,1543.03,2,None,EcoCash,Bulawayo NLT2046,4,2025-10-30,2025-11-13,2025-12-14,2028-10-28,3107.63,,36,Monthly,Home_Improvement,Male,04-Dec-1983,Divorced,2,Agriculture,101,169.44,4,Savings,Cash,Manicaland SIQ0790,2,2026-02-25,2026-02-28,2026-04-06,2028-02-18,3415.98,118.76,24,Monthly,Equipment,Male,11-May-1978,Married,3,Retail_Trade,96,379.07,0,None,Cash,Matabeleland_South FZD1147,3,2025-07-02,2025-07-05,2025-08-16,2026-12-27,2213.38,14.55,18,Monthly,Personal,Female,30-Dec-1969,Married,,Finance,23,559.01,1,Guarantor,Cash,Mashonaland_West SAA8955,0,2025-05-31,2025-06-21,2025-07-21,2025-12-18,3074.31,156.78,6,Monthly,Rent,Male,20-Jan-1972,Divorced,3,Retail_Trade,174,321.05,3,Savings,EcoCash,Mashonaland_West VCE3631,3,2025-07-14,2025-07-30,2025-08-25,2026-07-25,977.86,14.37,12,Monthly,Debt_Consolidation,Male,18-Sep-1991,Single,4,Informal_Sector,19,267.77,5,None,Bank_Transfer,Harare ECP4298,0,2025-07-04,2025-07-24,2025-08-28,2025-10-22,2792.78,16.84,3,Bi-Weekly,Debt_Consolidation,Female,11-Nov-1998,Married,2,Retail_Trade,12,,7,Savings,EcoCash,Mashonaland_West XIU0799,5,2025-01-31,2025-02-04,2025-03-02,2025-04-05,436.9,122.94,2,Bi-Weekly,Medical,Male,05-Nov-1978,Widowed,5,Informal_Sector,42,391.89,2,Guarantor,EcoCash,Manicaland RBL6086,1,2025-12-20,2025-12-29,2026-02-05,2027-06-22,3686.07,118.99,18,Monthly,Equipment,Female,08-Feb-1998,Married,3,Informal_Sector,18,207.36,2,None,EcoCash,Mashonaland_East YBP3161,1,2025-09-10,2025-09-29,2025-11-06,2027-09-19,7686.4,132.13,24,Weekly,Working_Capital,Male,14-Sep-1995,Single,2,Retail_Trade,41,642.17,4,Property,EcoCash,Midlands KMY5612,2,2025-04-08,2025-04-16,2025-05-28,2027-04-06,2577.07,74.7,24,Monthly,Farming_Inputs,Male,06-Jul-1992,Married,3,Education,39,248.26,1,None,Cash,Harare ZBM7911,0,2025-02-24,2025-03-02,2025-03-28,2027-02-20,2222.66,,24,Monthly,Business_Expansion,Female,12-Nov-1964,Divorced,,Education,38,388.47,0,Guarantor,Cash,Harare OCE7294,1,2025-04-26,2025-05-17,2025-06-27,2026-05-12,5605.27,108.73,12,Monthly,Equipment,Female,19-May-1963,Married,5,Education,126,345.37,5,Savings,Cash,Mashonaland_East TZE4540,1,2025-06-14,2025-07-02,2025-07-28,2026-06-27,5067.62,88.18,12,Monthly,Business_Expansion,Male,01-Mar-1956,Single,4,Government,,471.71,1,,EcoCash,Manicaland OYY6449,0,2025-03-06,2025-03-11,2025-04-18,2025-09-07,2654.28,14.43,6,Monthly,Rent,Female,31-Jul-1995,Married,3,Healthcare,47,528.69,6,Vehicle,EcoCash,Harare IJK1308,3,2025-05-24,2025-05-28,2025-06-27,2025-11-24,757.95,14.5,6,Monthly,Rent,Male,15-Dec-1988,,1,Informal_Sector,27,,6,None,EcoCash,Harare KPT6842,3,2025-11-24,2025-12-14,2026-01-10,2026-06-12,1884.18,13.64,6,Bi-Weekly,Rent,Male,18-Dec-1959,Widowed,5,,20,390.63,1,None,EcoCash,Mashonaland_East UKW0215,2,2025-05-09,2025-05-14,2025-06-15,2026-05-09,4750.21,75.37,12,Monthly,Livestock,Male,09-Jun-1993,Single,3,Agriculture,113,,1,Property,,Bulawayo LRN0774,5,2025-06-08,2025-06-15,2025-07-19,2025-09-13,115.35,123.62,3,Monthly,Rent,Female,29-Jul-1987,Single,3,Agriculture,81,180.23,2,Guarantor,EcoCash,Bulawayo VCE2379,2,2025-04-08,2025-04-20,2025-05-26,2026-04-15,4636.52,17.55,12,Monthly,Farming_Inputs,Female,05-Mar-1982,Married,6,Finance,120,865.7,0,Livestock,EcoCash,Harare FMI2837,3,2025-04-25,2025-05-12,2025-06-19,2026-11-03,2273.29,93.45,18,Monthly,Debt_Consolidation,Male,20-Jun-1964,Married,3,Manufacturing,74,811.06,2,Livestock,Bank_Transfer,Mashonaland_West XLW5979,3,2025-02-03,2025-02-21,2025-03-23,2026-02-16,933.49,14.57,12,Bi-Weekly,School_Fees,Male,21-Jul-1991,Single,2,Informal_Sector,39,,4,Guarantor,EcoCash,Matabeleland_North GOV8873,2,2025-12-11,2025-12-25,2026-02-02,2026-09-21,4918.9,86.5,9,Bi-Weekly,Working_Capital,Female,10-Apr-2000,Married,5,Manufacturing,17,380.37,0,Livestock,EcoCash,Harare DNF0823,4,2025-06-22,2025-07-13,2025-08-12,2027-01-04,3190.83,,18,Monthly,Equipment,Female,21-May-1997,Married,4,Agriculture,49,238.87,6,Guarantor,InnBucks,Harare HPH5240,0,2025-02-18,2025-03-11,2025-04-11,2025-09-07,1014.44,16.5,6,Monthly,Wedding,Female,30-Mar-1976,Widowed,2,Construction,70,,4,None,InnBucks,Mashonaland_West AMU4525,2,2025-10-25,2025-11-06,2025-12-19,2026-11-01,4079.43,136.25,12,Bi-Weekly,Working_Capital,Male,20-Aug-1992,Single,0,Manufacturing,77,689.12,1,Livestock,Bank_Transfer,Harare RAZ4524,0,2025-02-28,2025-03-06,2025-04-01,2026-08-28,1413.9,128.06,18,Monthly,Funeral,Female,28-Dec-1987,Married,5,Informal_Sector,31,288.83,2,None,Cash,Mashonaland_Central CJX7660,1,2025-11-08,2025-11-24,2026-01-04,2026-11-19,15274.24,95.46,12,Monthly,Working_Capital,Male,19-Feb-1958,Married,6,Retail_Trade,53,743.13,0,Livestock,EcoCash,Bulawayo KRD7992,2,2025-07-26,2025-08-06,2025-09-06,2026-05-03,20059.39,74.97,9,Monthly,Farming_Inputs,Female,26-Apr-1996,Single,4,NGO,,1295.54,5,,Bank_Transfer,Midlands CPT9754,3,2026-02-04,2026-02-20,2026-03-19,2027-08-14,879.01,88.18,18,Monthly,Debt_Consolidation,Male,04-Oct-1964,Married,4,Agriculture,81,224.34,0,Savings,EcoCash,Mashonaland_West MQZ8423,2,2025-03-09,2025-03-11,2025-04-16,2025-09-07,566.69,91.14,6,Bi-Weekly,Farming_Inputs,Female,18-Aug-1995,Married,2,Agriculture,51,91.77,1,Livestock,EcoCash,Mashonaland_West XZS3817,0,2026-01-06,2026-01-20,2026-02-26,2028-01-10,3086.48,13.91,24,Monthly,Working_Capital,Male,21-May-1990,Single,5,Agriculture,38,,2,None,Bank_Transfer,Midlands VCT1670,0,2025-12-06,2025-12-10,2026-01-18,2026-06-08,13348.84,14.31,6,Weekly,Equipment,Male,19-Jan-2007,Single,1,Finance,8,,2,None,EcoCash,Midlands MPQ8940,5,2025-03-17,2025-03-29,2025-04-28,2025-06-27,908.39,161.7,3,Monthly,Personal,Female,16-Oct-2000,Married,2,Transport,34,699.15,2,Property,Bank_Transfer,Mashonaland_West QTT2590,3,2025-05-31,2025-06-05,2025-07-20,2027-05-26,874.86,102.33,24,Weekly,Medical,Female,27-May-1963,Married,1,Government,72,,2,Guarantor,Bank_Transfer,Harare RDH4737,4,2025-07-21,2025-07-22,2025-09-03,2027-01-13,1403.15,19.67,18,Bi-Weekly,,Male,21-Jun-1968,Divorced,3,Retail_Trade,69,142.18,3,Guarantor,Cash,Mashonaland_West TGY9004,1,2026-01-06,2026-01-20,2026-02-26,2027-01-15,19090.77,15.86,12,Weekly,Working_Capital,Female,18-Sep-1984,Married,,Mining,9,975.96,1,Savings,EcoCash,Manicaland QQO7458,0,2025-05-11,2025-05-31,2025-07-05,2025-11-27,214.65,122.67,6,Monthly,Home_Improvement,Male,25-Jun-2007,Single,0,Informal_Sector,4,104.16,1,Guarantor,EcoCash,Harare LOI8195,0,2025-01-05,2025-01-07,2025-02-08,2026-12-28,2087.29,154.94,24,Monthly,Business_Expansion,Female,25-Apr-1970,Divorced,3,Education,,363.25,1,None,Cash,Matabeleland_South XNK4649,1,2025-01-13,2025-02-02,2025-03-06,2025-08-01,4898.83,96.95,6,Monthly,Working_Capital,Female,08-May-1987,Married,3,Construction,108,440.96,4,None,Bank_Transfer,Harare ISE5644,3,2025-07-08,2025-07-09,2025-08-03,2026-07-04,2801.05,14.49,12,Monthly,School_Fees,Male,07-Aug-1997,Married,3,Government,77,607.6,3,Vehicle,InnBucks,Mashonaland_West QQK7127,1,2025-10-17,2025-10-20,2025-11-20,2026-04-18,2370.0,90.12,6,Monthly,Working_Capital,Female,14-Mar-1967,,1,Manufacturing,121,329.21,2,Livestock,EcoCash,Manicaland TJP4799,2,2025-01-29,2025-02-15,2025-03-20,2027-02-05,1480.52,12.92,24,Bi-Weekly,Farming_Inputs,Female,30-Jan-1975,Married,1,Informal_Sector,48,162.09,2,Property,EcoCash,Bulawayo OXJ4842,3,2025-10-31,2025-11-05,2025-12-04,2027-04-29,1788.8,14.85,18,Monthly,School_Fees,Male,28-May-1977,Married,3,Mining,116,1117.6,2,Savings,Bank_Transfer,Manicaland RNA7496,1,2025-06-07,2025-06-16,2025-07-28,2028-05-31,3543.11,10.94,36,Monthly,Working_Capital,Male,27-Mar-1984,Widowed,6,Informal_Sector,39,280.7,2,None,Bank_Transfer,Mashonaland_East OGL8285,1,2025-01-15,2025-02-05,2025-03-13,2026-07-30,6539.13,101.04,18,Monthly,Working_Capital,Male,03-Oct-1995,,1,Retail_Trade,90,375.86,2,Livestock,EcoCash,Bulawayo SWE3610,1,2025-12-11,2025-12-12,2026-01-12,2027-06-05,5550.58,12.3,18,Bi-Weekly,Business_Expansion,Female,07-Jan-1998,Married,3,Manufacturing,,338.48,2,Property,InnBucks,Harare UJB6693,0,2025-12-28,2026-01-15,2026-02-19,2026-04-15,2554.36,93.65,3,Monthly,Funeral,Female,28-Jun-1999,Married,2,Education,8,619.04,1,None,EcoCash,Harare DGQ0428,0,2025-08-25,2025-08-29,2025-10-11,2026-08-24,1631.93,145.0,12,Monthly,School_Fees,Female,04-Nov-1976,Married,8,Agriculture,79,522.4,7,Savings,Bank_Transfer,Harare UAF2108,0,2025-07-28,2025-07-31,2025-08-28,2026-01-27,819.47,15.53,6,Monthly,Personal,Female,18-Oct-1958,Married,6,Informal_Sector,4,124.72,2,None,Bank_Transfer,Harare XSY0056,1,2025-07-15,2025-08-01,2025-09-03,2026-07-27,4338.36,102.88,12,Monthly,Stock_Purchase,Female,04-Jan-1996,Divorced,2,Construction,104,452.19,0,Property,EcoCash,Mashonaland_East HLU0539,3,2025-02-01,2025-02-16,2025-03-24,2026-08-10,754.86,12.87,18,Monthly,Personal,Male,20-Dec-1989,Divorced,,Government,200,331.83,4,Savings,EcoCash,Harare ODQ9274,1,2025-08-28,2025-08-29,2025-09-24,2027-02-20,21345.59,13.1,18,Monthly,Working_Capital,Female,22-May-1995,,3,Telecom,66,1614.17,2,Vehicle,EcoCash,Mashonaland_West KFX6128,0,2025-08-07,2025-08-18,2025-09-20,2027-02-09,940.78,17.46,18,Weekly,Personal,Female,10-Jun-1975,Married,0,Transport,75,369.21,0,None,Cash,Mashonaland_West YEG5478,2,2025-08-11,2025-08-29,2025-10-07,2026-08-24,12058.07,125.91,12,Monthly,Working_Capital,Female,27-Jul-1969,Married,,Education,49,634.83,1,Property,EcoCash,Mashonaland_East HRD5727,4,2025-08-27,2025-09-02,2025-09-28,2028-08-17,9681.71,15.49,36,Monthly,Home_Improvement,Male,17-Jul-1994,Married,2,Finance,17,,3,Vehicle,EcoCash,Bulawayo ZGE3625,3,2025-01-28,2025-01-31,2025-03-03,2026-01-26,397.03,13.81,12,Monthly,Personal,Male,18-Jun-1983,Married,5,Healthcare,107,,1,Guarantor,Cash,Mashonaland_Central UMD6920,0,2024-12-30,2025-01-17,2025-02-15,2026-01-12,331.0,121.95,12,Monthly,Medical,Female,22-Sep-1987,Widowed,4,Manufacturing,71,215.72,0,None,Cash,Matabeleland_North MUJ4332,0,2025-11-17,2025-11-24,2026-01-06,2027-05-18,1546.64,131.17,18,Monthly,Stock_Purchase,Female,20-Mar-1981,Married,8,Agriculture,97,300.13,1,Savings,EcoCash,Bulawayo KIF1692,4,2025-08-24,2025-09-14,2025-10-19,2027-03-08,3001.03,100.67,18,Monthly,Equipment,Female,06-Aug-1983,Widowed,4,Informal_Sector,47,,1,None,EcoCash,Masvingo DFL1502,4,2025-03-29,2025-04-10,2025-05-10,2026-10-02,3069.8,18.65,18,Monthly,Vehicle,Female,28-Apr-1984,Widowed,0,Retail_Trade,,241.89,4,Savings,EcoCash,Mashonaland_West CHL2034,0,2025-02-02,2025-02-20,2025-04-03,2026-08-14,330.49,162.14,18,Monthly,Vehicle,Male,07-Oct-1996,Single,2,Informal_Sector,26,155.06,1,None,EcoCash,Matabeleland_South WLT7867,0,2025-01-18,2025-02-04,2025-03-02,2027-01-25,2620.96,13.76,24,Weekly,Business_Expansion,Male,02-Sep-1972,Divorced,3,Education,,,4,None,Bank_Transfer,Mashonaland_West PXZ3818,1,2025-04-08,2025-04-14,2025-05-19,2026-04-09,12047.79,99.7,12,Monthly,Business_Expansion,Female,24-Sep-1990,Divorced,3,Retail_Trade,148,575.5,2,Guarantor,Bank_Transfer,Bulawayo FYM9226,5,2026-02-01,2026-02-19,2026-03-23,2026-04-20,866.04,160.82,2,Monthly,Medical,Male,08-Apr-1986,Married,,Informal_Sector,11,,1,Property,Cash,Matabeleland_South DAC6061,2,2026-01-07,2026-01-12,2026-02-10,2027-01-07,12184.07,109.56,12,Monthly,Farming_Inputs,Female,28-Jul-1976,Divorced,5,Manufacturing,29,897.01,0,Livestock,EcoCash,Mashonaland_West RHB1657,5,2025-03-28,2025-04-14,2025-05-18,2025-10-11,1856.82,139.87,6,Monthly,Rent,Male,05-Jun-1978,Divorced,4,Healthcare,177,880.81,6,Property,EcoCash,Midlands NXO2283,0,2025-07-19,2025-08-06,2025-09-09,2026-02-02,3233.4,99.42,6,Monthly,Stock_Purchase,Male,08-Jun-1984,Married,1,Retail_Trade,68,524.44,1,None,Bank_Transfer,Mashonaland_East RLR7250,5,2025-04-12,2025-04-23,2025-06-05,2025-06-22,431.68,,2,Monthly,Funeral,Male,11-Dec-1973,Divorced,4,Informal_Sector,10,264.8,3,Savings,Bank_Transfer,Mashonaland_West YWK2082,3,2025-06-23,2025-06-25,2025-07-28,2025-12-22,736.08,14.79,6,Monthly,School_Fees,Female,06-Nov-1964,Divorced,3,Agriculture,62,209.15,5,None,EcoCash,Harare BYK5591,0,2025-01-30,2025-02-05,2025-03-19,2026-01-31,1442.18,126.63,12,Monthly,Stock_Purchase,Female,21-Dec-1992,Married,0,Mining,13,608.13,5,Savings,InnBucks,Harare ACB7270,2,2025-10-18,2025-10-28,2025-11-26,2027-04-21,799.05,10.34,18,Monthly,Farming_Inputs,Male,15-Feb-1993,Single,2,Informal_Sector,57,,8,Guarantor,Bank_Transfer,Masvingo EAM2579,1,2025-03-01,2025-03-06,2025-04-07,2026-03-01,5471.59,14.48,12,Monthly,Business_Expansion,Female,17-Mar-1966,Single,1,,41,358.8,2,Guarantor,EcoCash,Midlands HHR7325,1,2026-02-12,2026-02-19,2026-03-22,2027-02-14,4318.19,123.73,12,Monthly,Equipment,Male,20-Jul-1986,Married,4,Informal_Sector,7,478.47,2,Vehicle,Cash,Manicaland VHG9675,5,2026-02-17,2026-02-22,2026-04-04,2026-04-23,774.21,188.76,2,Monthly,Personal,Female,26-Jan-1974,Single,4,Finance,75,833.55,1,,EcoCash,Masvingo RRO6606,0,2026-02-09,2026-02-21,2026-03-28,2027-08-15,3254.13,174.89,18,Monthly,Wedding,Female,24-Dec-2000,Single,3,Education,21,500.55,0,Guarantor,EcoCash,Matabeleland_North ERV7117,3,2025-06-23,2025-07-04,2025-08-11,2026-06-29,357.46,11.1,12,Bi-Weekly,Debt_Consolidation,Female,21-Sep-1977,Divorced,,,15,97.23,0,Guarantor,EcoCash,Harare MBE3268,1,2025-03-27,2025-04-08,2025-05-09,2028-03-23,1616.99,121.63,36,Weekly,Equipment,Female,09-Mar-1994,Married,1,Agriculture,106,,1,Savings,EcoCash,Harare VWD2016,4,2025-10-19,2025-11-03,2025-12-14,2028-10-18,6416.51,16.71,36,Monthly,Vehicle,Female,19-Sep-1999,Married,2,Agriculture,15,249.77,0,Vehicle,Bank_Transfer,Mashonaland_East UDG0132,1,2025-01-29,2025-02-17,2025-03-15,2026-02-12,2009.26,126.7,12,Monthly,Business_Expansion,Female,27-Mar-1980,Divorced,5,Agriculture,106,,1,Guarantor,EcoCash,Manicaland ASO9327,4,2025-06-30,2025-07-11,2025-08-23,2029-06-20,6815.42,15.81,48,Monthly,Home_Improvement,Male,25-Dec-1984,Married,3,Retail_Trade,95,441.73,7,Vehicle,Bank_Transfer,Mashonaland_East YFX3025,0,2025-06-24,2025-06-25,2025-07-24,2026-12-17,1933.87,16.46,18,Weekly,Vehicle,Male,09-May-1988,Single,6,Retail_Trade,12,446.79,3,None,EcoCash,Masvingo YHO3350,5,2025-12-30,2026-01-05,2026-02-18,2026-04-05,1957.3,187.83,3,Weekly,Medical,Female,03-Oct-1993,Married,,Retail_Trade,12,,4,Property,EcoCash,Harare RDJ0057,4,2026-01-31,2026-02-18,2026-04-01,2027-08-12,3676.43,14.36,18,Monthly,Vehicle,Male,30-Dec-2003,Married,2,Informal_Sector,7,151.19,2,None,Cash,Bulawayo OVI5461,0,2025-04-06,2025-04-15,2025-05-27,2025-10-12,1003.62,162.93,6,Monthly,School_Fees,Male,10-Jul-2004,Single,1,Informal_Sector,26,248.88,0,Savings,Bank_Transfer,Midlands IIE9717,0,2026-01-23,2026-02-05,2026-03-12,2027-01-31,1330.86,13.69,12,Monthly,Rent,Female,26-Jul-1994,Single,3,Construction,27,267.14,1,Vehicle,InnBucks,Matabeleland_North MQU9813,3,2025-05-02,2025-05-04,2025-06-13,2026-04-29,1845.26,17.5,12,Monthly,Personal,Male,16-Aug-1992,Married,2,Education,,732.52,0,Guarantor,Bank_Transfer,Bulawayo QBK6167,0,2025-06-09,2025-06-13,2025-07-25,2027-06-03,849.7,122.21,24,Bi-Weekly,Wedding,Female,22-Oct-1981,Widowed,3,Mining,43,586.71,1,None,InnBucks,Mashonaland_East MQD9120,0,2025-11-09,2025-11-30,2025-12-28,2027-05-24,962.41,16.64,18,Monthly,Livestock,Male,03-Dec-1985,Single,1,Construction,84,452.62,2,None,EcoCash,Matabeleland_North MPN1782,3,2025-09-10,2025-09-11,2025-10-06,2027-03-05,742.89,14.85,18,Monthly,School_Fees,Male,03-Jan-1982,Married,6,Healthcare,126,,6,Savings,Cash,Mashonaland_Central IAZ0582,0,2024-12-27,2025-01-09,2025-02-12,2026-01-04,608.13,83.38,12,Weekly,School_Fees,Female,02-Feb-1996,Married,4,Informal_Sector,12,,1,Vehicle,Bank_Transfer,Manicaland WER3297,4,2025-12-17,2025-12-26,2026-02-04,2027-12-16,5251.86,21.07,24,Monthly,Home_Improvement,Male,22-Jun-1982,Divorced,3,Informal_Sector,27,418.74,2,Savings,Cash,Matabeleland_South DKU9622,3,2025-09-03,2025-09-24,2025-10-28,2026-09-19,2912.72,14.6,12,Monthly,Personal,Male,17-May-1989,Single,1,Mining,7,521.74,1,Guarantor,InnBucks,Mashonaland_East XZU1389,0,2025-04-19,2025-04-27,2025-06-01,2027-04-17,3328.03,163.29,24,Monthly,Business_Expansion,Male,22-Jul-1991,Married,2,Agriculture,30,356.57,1,Savings,OneMoney,Masvingo JIV3958,3,2025-06-30,2025-07-13,2025-08-23,2026-07-08,342.49,17.53,12,Bi-Weekly,Personal,Female,30-Nov-1973,Married,4,Agriculture,31,203.18,4,None,InnBucks,Mashonaland_Central OUU8805,1,2025-01-31,2025-02-07,2025-03-08,2028-01-23,5275.15,128.68,36,Monthly,Stock_Purchase,Female,02-Dec-1980,Married,,Transport,33,604.67,0,Livestock,EcoCash,Midlands HEA7369,3,2026-01-12,2026-01-14,2026-02-20,2027-01-09,2595.98,13.29,12,Monthly,Debt_Consolidation,Male,28-May-1998,Married,3,Retail_Trade,88,659.25,3,Guarantor,Bank_Transfer,Matabeleland_North XVP2264,0,2026-01-13,2026-01-14,2026-02-24,2027-07-08,446.48,16.12,18,Monthly,Stock_Purchase,Male,03-Sep-1996,Married,3,Agriculture,100,140.75,2,Property,Cash,Harare DFR6067,2,2025-08-17,2025-09-05,2025-10-12,2026-06-02,1789.83,9.81,9,Monthly,Equipment,Male,03-Aug-1985,Married,2,Government,114,318.64,3,Livestock,Cash,Harare FBL4503,4,2025-07-18,2025-08-05,2025-09-19,2027-01-27,6365.57,89.06,18,Bi-Weekly,Equipment,Female,18-Feb-1995,Married,0,Manufacturing,43,561.51,3,Vehicle,EcoCash,Harare LNE6682,3,2025-12-01,2025-12-06,2026-01-11,2027-05-30,1565.36,83.25,18,Monthly,Debt_Consolidation,Female,19-Feb-1998,Divorced,,Agriculture,30,377.25,7,None,Cash,Manicaland ZNT6954,3,2025-07-07,2025-07-24,2025-09-02,2027-01-15,2370.7,16.18,18,Weekly,School_Fees,Male,02-Mar-1988,Single,4,Construction,113,634.07,0,Savings,Cash,Mashonaland_Central FNV1771,1,2025-07-01,2025-07-04,2025-08-08,2025-12-31,2947.68,110.3,6,Monthly,Working_Capital,Female,11-Mar-1994,Single,2,Retail_Trade,3,531.36,3,None,EcoCash,Mashonaland_Central ADK2106,3,2025-09-06,2025-09-12,2025-10-16,2027-09-02,686.33,15.32,24,Monthly,Debt_Consolidation,Female,22-Sep-1960,Married,2,Agriculture,59,161.61,0,Guarantor,EcoCash,Manicaland AEZ9340,1,2025-12-17,2025-12-23,2026-02-02,2027-12-13,3044.3,12.55,24,Monthly,Business_Expansion,Male,27-Mar-1968,Married,3,Healthcare,103,356.33,6,Guarantor,EcoCash,Harare VFQ4319,3,2026-02-14,2026-02-22,2026-03-28,2027-02-17,2111.32,88.29,12,Monthly,Rent,Male,08-Apr-1968,Married,0,Construction,,626.98,0,Guarantor,InnBucks,Mashonaland_Central XSZ4118,5,2025-07-12,2025-08-01,2025-09-09,2025-10-30,299.51,158.74,3,Bi-Weekly,Funeral,Male,18-Jan-1979,Married,6,Agriculture,101,384.68,1,None,Cash,Mashonaland_East EGA6616,2,2025-07-20,2025-07-31,2025-08-28,2027-01-22,2559.58,103.64,18,Monthly,Working_Capital,Male,20-Mar-2004,Single,0,Agriculture,11,,0,None,Bank_Transfer,Harare MIZ1027,0,2025-08-07,2025-08-23,2025-10-02,2025-11-21,4217.48,98.8,3,Monthly,Equipment,Male,16-Dec-1980,Married,4,Finance,72,687.4,4,Guarantor,Cash,Matabeleland_North SRS6744,4,2025-08-30,2025-09-11,2025-10-19,2028-08-26,52762.96,16.39,36,Monthly,Equipment,Male,14-Jan-1997,Divorced,2,Mining,85,2031.24,4,,EcoCash,Masvingo JQM1187,2,2025-09-22,2025-10-02,2025-11-06,2026-09-27,7900.08,13.6,12,Monthly,Working_Capital,Female,23-May-1982,Married,7,Transport,132,944.54,1,Savings,EcoCash,Mashonaland_East ZHL3139,0,2025-03-17,2025-03-22,2025-04-26,2025-09-18,794.01,161.66,6,Monthly,Working_Capital,Male,27-Aug-1968,Married,2,Agriculture,36,231.57,7,None,EcoCash,Masvingo NEW6706,1,2024-12-21,2025-01-08,2025-02-12,2027-12-24,22093.65,15.63,36,Monthly,Working_Capital,Male,21-Nov-1998,Widowed,3,Finance,24,1348.41,0,Livestock,InnBucks,Harare MQP7394,4,2026-01-27,2026-02-02,2026-03-08,2029-01-17,11442.99,17.59,36,Monthly,Home_Improvement,Male,15-May-1989,Married,5,Agriculture,111,442.77,1,Property,EcoCash,Mashonaland_West RUD5319,2,2026-01-05,2026-01-06,2026-02-08,2027-06-30,5373.0,93.33,18,Monthly,Livestock,Male,07-Sep-1989,Married,,Informal_Sector,38,333.42,2,Livestock,EcoCash,Mashonaland_East GJO6846,0,2025-09-16,2025-09-27,2025-11-05,2026-09-22,2565.08,129.14,12,Monthly,Working_Capital,Female,13-Feb-1995,Single,6,Transport,14,368.33,0,None,Cash,Bulawayo NWG7741,0,2025-03-21,2025-03-26,2025-04-23,2025-09-22,5454.29,88.69,6,Monthly,Rent,Male,31-Jan-1956,Married,3,Government,166,673.73,0,None,EcoCash,Mashonaland_East QRJ9739,1,2025-02-18,2025-03-02,2025-04-16,2027-02-20,2594.94,14.3,24,Weekly,Working_Capital,Female,31-Dec-1985,Divorced,6,Retail_Trade,7,,0,None,EcoCash,Mashonaland_East UKG2642,2,2025-09-09,2025-09-29,2025-11-04,2026-09-24,1315.39,11.66,12,Monthly,,Female,23-Jul-1981,Divorced,1,Informal_Sector,8,187.63,2,Property,EcoCash,Harare UZE6034,0,2025-07-03,2025-07-04,2025-07-28,2025-12-31,3099.39,117.71,6,Monthly,Working_Capital,Female,30-Nov-1967,Divorced,7,Retail_Trade,77,868.98,0,Savings,EcoCash,Mashonaland_East JVA3845,5,2025-01-04,2025-01-25,2025-02-22,2025-04-25,1199.57,177.78,3,Bi-Weekly,Rent,Male,28-Aug-1969,Divorced,6,Healthcare,,745.53,1,None,EcoCash,Manicaland SQF8086,0,2025-09-14,2025-09-22,2025-11-02,2026-09-17,6309.05,15.6,12,Monthly,Wedding,Male,29-Nov-1999,Single,,NGO,13,1083.23,0,,EcoCash,Harare ANJ5892,3,2025-07-22,2025-08-08,2025-09-09,2026-08-03,1725.4,88.75,12,Monthly,School_Fees,Male,06-Dec-1970,Married,3,Education,17,470.45,1,Guarantor,Cash,Mashonaland_East UXX1393,2,2025-09-30,2025-10-21,2025-12-04,2027-10-11,12246.8,79.39,24,Monthly,Livestock,Female,21-Jul-1989,Married,2,Finance,53,682.73,2,Guarantor,Bank_Transfer,Manicaland QWT8893,0,2025-04-24,2025-05-13,2025-06-15,2026-11-04,2858.84,13.68,18,Monthly,Equipment,Male,27-Jun-1992,Married,1,Agriculture,96,385.05,1,Vehicle,EcoCash,Mashonaland_Central IPI3012,1,2025-11-30,2025-12-03,2025-12-28,2028-11-17,14927.9,14.85,36,Bi-Weekly,Working_Capital,Male,16-Sep-1968,Married,3,Finance,115,746.02,4,Property,Cash,Manicaland BFJ0934,0,2025-07-28,2025-08-08,2025-09-02,2027-01-30,4601.42,16.97,18,Monthly,Business_Expansion,Male,17-Sep-1988,Married,3,Finance,102,664.72,4,None,EcoCash,Bulawayo EGP1636,4,2025-07-10,2025-07-12,2025-08-06,2027-01-03,11564.55,14.78,18,Monthly,Equipment,Female,28-Sep-1978,Married,3,Manufacturing,100,467.37,0,Property,Bank_Transfer,Harare JOB6556,1,2025-03-08,2025-03-26,2025-04-28,2025-09-22,2087.79,110.85,6,Monthly,Stock_Purchase,Male,18-Feb-1982,Married,3,Agriculture,33,93.57,4,Livestock,Bank_Transfer,Mashonaland_East QRG4068,1,2025-07-29,2025-08-16,2025-09-27,2026-08-11,3795.75,122.31,12,Monthly,Equipment,Female,09-Oct-1996,Married,6,Agriculture,,208.9,1,None,EcoCash,Masvingo MKK2644,1,2025-02-15,2025-02-24,2025-03-28,2027-02-14,1397.21,118.25,24,Bi-Weekly,Equipment,Male,24-Jan-1988,Married,6,Informal_Sector,10,,1,None,Cash,Matabeleland_South NOT8646,0,2025-04-23,2025-05-05,2025-06-11,2026-04-30,2353.61,128.7,12,Monthly,Working_Capital,Female,17-Jan-1994,Married,5,Government,69,,3,None,Bank_Transfer,Harare BNU2999,4,2025-10-07,2025-10-16,2025-11-21,2029-09-25,5733.08,16.83,48,Monthly,Home_Improvement,Female,01-Apr-2003,Single,,Transport,38,258.96,5,Livestock,Bank_Transfer,Midlands JNR6923,0,2025-09-10,2025-09-17,2025-10-14,2027-03-11,842.5,91.55,18,Bi-Weekly,Vehicle,Female,24-Apr-1974,Married,5,Informal_Sector,25,144.29,2,None,Cash,Mashonaland_Central WYV8264,4,2025-07-25,2025-07-30,2025-09-05,2027-07-20,2980.25,17.25,24,Bi-Weekly,Equipment,Female,24-Aug-1986,Married,2,Informal_Sector,,128.86,4,Savings,Cash,Manicaland MYX1892,5,2025-06-17,2025-06-22,2025-07-17,2025-07-22,314.67,116.88,1,Weekly,Funeral,Female,17-Jul-1992,Single,3,Agriculture,,185.74,2,Guarantor,Cash,Mashonaland_East MEB3676,2,2025-07-24,2025-07-28,2025-08-28,2026-07-23,9450.37,92.15,12,Monthly,Farming_Inputs,Male,29-Nov-1973,Widowed,4,Education,,572.31,1,None,Cash,Bulawayo XQZ3311,3,2025-03-03,2025-03-17,2025-04-22,2026-09-08,994.21,15.36,18,Monthly,Personal,Female,22-Apr-1969,Single,5,Transport,41,244.83,0,None,Bank_Transfer,Harare JJX6807,2,2026-01-08,2026-01-18,2026-03-02,2027-01-13,9124.7,14.18,12,Monthly,Farming_Inputs,Female,13-May-1993,Single,3,,109,883.85,0,Savings,EcoCash,Matabeleland_North WXK6036,3,2025-06-10,2025-06-23,2025-07-18,2026-12-15,1344.49,13.56,18,Monthly,Personal,Male,18-Dec-1967,Divorced,4,Government,99,855.54,3,Savings,InnBucks,Manicaland NGT4741,0,2025-04-18,2025-05-02,2025-06-15,2025-10-29,5463.42,15.29,6,Monthly,Debt_Consolidation,Male,07-Nov-1965,Single,3,Government,70,728.88,1,None,OneMoney,Harare LXO3834,1,2025-07-28,2025-07-29,2025-08-28,2027-01-20,4843.63,82.62,18,Monthly,Business_Expansion,Male,25-Jul-1980,Single,5,Informal_Sector,37,248.28,2,None,InnBucks,Harare HTC2895,5,2025-05-01,2025-05-04,2025-05-29,2025-06-03,735.3,129.23,1,Monthly,Personal,Male,18-May-1971,Married,5,Retail_Trade,80,612.35,2,Livestock,Bank_Transfer,Manicaland SAX0105,2,2025-10-23,2025-11-10,2025-12-12,2026-11-05,8634.95,10.62,12,Monthly,Livestock,,07-Oct-1973,Widowed,4,Government,65,726.87,1,Livestock,Bank_Transfer,Mashonaland_East DTR6300,2,2025-12-18,2025-12-24,2026-01-22,2026-12-19,7488.31,86.91,12,Monthly,Farming_Inputs,Male,05-Jun-1975,Married,4,Finance,88,867.92,2,Livestock,EcoCash,Midlands DPE0579,3,2025-01-06,2025-01-22,2025-03-04,2027-01-12,1424.46,14.16,24,Monthly,School_Fees,Male,21-Nov-2004,Married,2,Healthcare,7,512.18,0,Vehicle,EcoCash,Harare WNX2417,4,2025-07-30,2025-08-15,2025-09-12,2029-07-25,7808.53,95.06,48,Monthly,Equipment,Female,02-Nov-1989,Single,0,Mining,93,697.63,0,Guarantor,EcoCash,Bulawayo XZM4055,3,2025-04-14,2025-04-30,2025-06-01,2027-04-20,612.2,14.52,24,Monthly,Personal,Male,29-Jul-1997,Married,1,Construction,109,394.47,0,Savings,InnBucks,Harare LHX7184,0,2025-03-22,2025-04-11,2025-05-16,2025-07-10,2863.52,129.85,3,Monthly,Debt_Consolidation,Female,28-Jul-1999,Married,,Education,19,575.48,1,None,Bank_Transfer,Mashonaland_Central KSO6598,1,2025-12-01,2025-12-03,2026-01-15,2026-11-28,6287.8,138.57,12,Monthly,Equipment,Male,21-Jul-1998,Married,3,Healthcare,34,875.99,2,Vehicle,Cash,Matabeleland_South OLE4506,0,2025-10-13,2025-10-18,2025-11-25,2027-10-08,1615.78,125.52,24,Monthly,Stock_Purchase,Female,07-Oct-2004,Divorced,0,Informal_Sector,30,246.01,0,Savings,EcoCash,Mashonaland_East NWZ7800,1,2025-11-13,2025-11-29,2026-01-04,2026-05-28,2860.67,114.37,6,Weekly,Business_Expansion,Female,24-Feb-1970,Married,4,Informal_Sector,45,249.44,3,None,Bank_Transfer,Masvingo LIU4069,1,2025-09-09,2025-09-23,2025-10-28,2026-09-18,32762.67,127.64,12,Weekly,Stock_Purchase,Male,06-Aug-1981,Married,3,Mining,71,,2,Vehicle,EcoCash,Mashonaland_West JKO7105,2,2026-01-27,2026-02-01,2026-02-26,2027-01-27,2405.82,79.68,12,Monthly,Equipment,Male,12-Aug-1971,Married,3,Informal_Sector,12,348.5,1,Property,Bank_Transfer,Harare HHU9275,1,2026-02-25,2026-02-26,2026-04-04,2027-02-21,1263.52,94.65,12,Monthly,Business_Expansion,Female,10-Mar-1974,Divorced,2,Agriculture,40,144.64,6,Savings,Bank_Transfer,Harare TNV6516,1,2024-12-30,2025-01-08,2025-02-09,2026-01-03,1709.55,105.1,12,Monthly,Equipment,Female,12-Oct-1992,Married,3,Healthcare,81,371.86,8,Savings,EcoCash,Midlands LYT6293,1,2025-07-29,2025-08-06,2025-09-11,2026-08-01,9318.41,101.76,12,Monthly,Business_Expansion,Male,09-Dec-1959,Married,3,Transport,50,671.21,2,Savings,EcoCash,Harare LKU6285,1,2025-08-05,2025-08-14,2025-09-27,2026-02-10,3136.32,82.34,6,Bi-Weekly,Equipment,Female,06-May-1982,Single,6,Mining,63,641.76,3,None,OneMoney,Harare YHL4141,3,2025-05-08,2025-05-11,2025-06-17,2027-05-01,2108.46,14.21,24,Monthly,Medical,Male,08-Aug-1999,Divorced,1,Transport,29,480.83,0,Guarantor,Bank_Transfer,Mashonaland_East KEH4496,3,2025-02-25,2025-03-10,2025-04-16,2026-03-05,1694.49,13.73,12,Monthly,Rent,Female,10-Apr-1983,Married,2,Transport,44,331.32,7,Guarantor,OneMoney,Bulawayo DAG2617,4,2025-11-03,2025-11-13,2025-12-17,2028-10-28,25684.46,88.08,36,Bi-Weekly,Equipment,Male,30-Jul-1966,Divorced,4,Finance,89,1350.57,0,Vehicle,EcoCash,Manicaland LWL1497,0,2025-04-17,2025-05-01,2025-06-15,2025-10-28,3238.08,88.29,6,Monthly,Medical,Male,02-Jul-1986,Married,1,Education,65,511.08,0,None,InnBucks,Harare OQC7661,2,2025-04-10,2025-04-20,2025-05-28,2025-10-17,1728.35,16.84,6,Monthly,Equipment,Male,08-Sep-1998,Married,1,Manufacturing,29,319.14,0,Livestock,InnBucks,Manicaland JJQ5903,1,2025-09-15,2025-10-02,2025-10-28,2026-09-27,8455.72,109.7,12,Monthly,Equipment,Female,13-Feb-1973,Single,4,Education,30,443.45,0,Guarantor,Bank_Transfer,Manicaland QNA7565,3,2025-09-23,2025-09-28,2025-11-05,2027-09-18,472.03,18.96,24,Monthly,School_Fees,Male,07-Aug-2001,Married,2,Agriculture,19,141.69,7,None,Cash,Mashonaland_Central GHC8140,0,2025-08-28,2025-08-29,2025-10-12,2026-02-25,328.36,16.98,6,Monthly,Wedding,Female,13-Mar-1984,Married,0,Manufacturing,50,,1,Guarantor,EcoCash,Harare SWJ3811,0,2025-01-31,2025-02-19,2025-03-22,2025-05-20,2728.54,19.23,3,Monthly,Farming_Inputs,Male,28-Nov-1986,Single,2,Government,88,488.16,7,Savings,EcoCash,Mashonaland_East BJI4095,0,2025-12-10,2025-12-27,2026-01-28,2026-12-22,1590.34,16.33,12,Monthly,Working_Capital,Male,22-Apr-1975,Married,4,Agriculture,32,179.93,3,None,InnBucks,Harare AEA8629,3,2025-03-12,2025-03-31,2025-05-12,2025-09-27,1624.18,14.9,6,Monthly,School_Fees,Female,13-Nov-1981,Married,4,Retail_Trade,78,797.06,0,Guarantor,EcoCash,Mashonaland_East OAX5074,1,2025-11-12,2025-11-13,2025-12-20,2027-11-03,3245.83,12.83,24,Monthly,Equipment,Female,22-Aug-1965,Single,3,Informal_Sector,12,307.02,0,None,EcoCash,Harare MHX3492,2,2025-07-22,2025-07-27,2025-09-04,2027-01-18,9137.66,13.25,18,Monthly,Equipment,Male,13-Sep-1968,Married,1,Telecom,38,1634.28,2,Vehicle,Cash,Masvingo WSM4668,1,2025-01-09,2025-01-20,2025-02-24,2027-01-10,2034.95,14.75,24,Monthly,Business_Expansion,Female,16-Mar-1998,Single,5,Government,103,399.6,5,None,Cash,Mashonaland_Central ZVE8493,1,2025-05-27,2025-06-05,2025-07-11,2026-05-31,11664.83,92.64,12,Bi-Weekly,Business_Expansion,Male,23-Oct-1982,Married,4,Government,64,682.89,2,Property,OneMoney,Harare HNI2057,0,2025-04-16,2025-04-29,2025-05-28,2025-10-26,1938.0,16.11,6,Monthly,Business_Expansion,Female,09-Jun-1983,Divorced,5,Agriculture,64,246.4,2,Livestock,EcoCash,Manicaland KYB7279,4,2026-01-03,2026-01-09,2026-02-20,2027-12-30,6755.56,14.71,24,Monthly,Equipment,Male,27-Nov-1972,Married,0,Government,211,310.83,1,Vehicle,Cash,Manicaland TNR6519,1,2025-05-11,2025-05-24,2025-07-08,2026-11-15,2384.71,,18,Monthly,Business_Expansion,Male,03-Mar-1990,Married,2,Manufacturing,54,291.81,4,Property,EcoCash,Mashonaland_West ZAF6488,0,2025-05-07,2025-05-26,2025-06-25,2025-11-22,1171.89,116.91,6,Weekly,Funeral,Male,01-Oct-1964,Married,3,Informal_Sector,12,231.48,0,Guarantor,OneMoney,Mashonaland_West GFR6971,1,2025-12-22,2025-12-27,2026-01-28,2027-06-20,6240.84,104.15,18,Monthly,Working_Capital,Female,05-Jun-1959,Married,0,Retail_Trade,35,852.11,2,Savings,Bank_Transfer,Midlands VEY1968,1,2025-10-03,2025-10-04,2025-10-28,2026-04-02,9977.47,10.45,6,Monthly,Stock_Purchase,Male,01-Jul-1982,Married,4,Education,94,546.19,3,Property,Cash,Matabeleland_North CQF6416,1,2025-08-04,2025-08-09,2025-09-17,2026-08-04,11035.17,105.7,12,Monthly,Working_Capital,Male,28-Mar-1982,Widowed,2,NGO,168,537.66,0,Property,Cash,Mashonaland_West TUG3248,2,2025-12-03,2025-12-06,2026-01-13,2026-09-02,2383.13,9.47,9,Monthly,Equipment,Male,10-Jan-1997,Single,3,Construction,56,232.27,0,Guarantor,Cash,Harare LEC4955,0,2025-11-20,2025-12-10,2026-01-23,2026-06-08,1172.35,14.13,6,Monthly,School_Fees,Male,30-Jul-1964,Divorced,3,Agriculture,19,152.42,4,None,Bank_Transfer,Matabeleland_North OQR5476,0,2025-01-21,2025-01-25,2025-03-10,2026-01-20,2083.19,145.66,12,Monthly,Livestock,Male,26-Jan-1990,Married,2,Government,48,381.95,2,None,InnBucks,Harare UHA2449,0,2025-05-11,2025-05-23,2025-07-05,2026-11-14,2461.83,14.89,18,Monthly,Business_Expansion,Male,18-Apr-2004,Single,,Informal_Sector,18,578.33,1,None,Bank_Transfer,Mashonaland_West GRP2675,1,2025-10-28,2025-11-12,2025-12-22,2027-11-02,3597.02,85.01,24,Bi-Weekly,Equipment,Male,10-Feb-1992,Married,,Government,57,600.31,0,None,OneMoney,Masvingo ELA3131,1,2025-07-28,2025-08-10,2025-09-21,2026-08-05,14886.25,,12,Monthly,Working_Capital,Male,07-Apr-1989,Single,1,NGO,102,1192.44,2,Property,Bank_Transfer,Matabeleland_North UZT2014,0,2025-10-13,2025-10-19,2025-11-24,2026-10-14,1534.17,105.22,12,Monthly,Working_Capital,Female,10-Feb-1967,Single,3,Retail_Trade,99,600.78,1,Savings,EcoCash,Manicaland NOR0351,2,2025-09-18,2025-10-05,2025-11-09,2026-09-30,976.89,92.38,12,Monthly,Livestock,Female,11-Dec-1963,Divorced,5,Agriculture,53,137.08,1,Livestock,Bank_Transfer,Bulawayo SQV1536,0,2025-10-09,2025-10-26,2025-11-22,2026-10-21,815.87,151.97,12,Monthly,Debt_Consolidation,Male,22-Sep-1994,Divorced,2,Informal_Sector,15,,0,None,EcoCash,Harare MWO2395,2,2025-05-31,2025-06-17,2025-07-12,2026-06-12,2592.37,11.66,12,Monthly,Working_Capital,Female,09-Aug-1983,Divorced,3,Retail_Trade,78,,8,Vehicle,Cash,Matabeleland_South JKI8422,3,2025-09-18,2025-10-06,2025-11-18,2026-10-01,4362.14,16.4,12,Monthly,Personal,Male,21-Sep-1984,Widowed,5,NGO,31,,0,Guarantor,Bank_Transfer,Mashonaland_West CSM3282,0,2025-09-05,2025-09-06,2025-10-03,2026-03-05,1219.3,108.12,6,Monthly,Personal,Male,19-Aug-1997,Married,2,Informal_Sector,11,373.29,3,,EcoCash,Harare MKA1884,3,2025-07-16,2025-07-22,2025-08-28,2026-07-17,619.67,17.99,12,Monthly,Debt_Consolidation,Female,21-Jul-1965,Married,6,Retail_Trade,126,297.15,3,Guarantor,Bank_Transfer,Harare OAT4775,2,2025-04-11,2025-04-17,2025-05-26,2025-10-14,1956.4,13.68,6,Monthly,Livestock,Male,30-Jul-1983,Married,6,Agriculture,60,127.19,0,Livestock,EcoCash,Masvingo WAE6729,2,2025-11-20,2025-11-27,2026-01-05,2026-11-22,2721.23,15.91,12,Weekly,Farming_Inputs,Male,24-Mar-1960,Divorced,4,Government,162,462.68,2,Property,EcoCash,Matabeleland_North PUU7424,0,2025-12-27,2025-12-31,2026-02-05,2027-06-24,10382.3,155.33,18,Monthly,Equipment,Female,04-May-1966,Married,5,Mining,48,1662.05,3,Property,Bank_Transfer,Midlands BVD6400,0,2026-01-22,2026-02-10,2026-03-22,2026-08-09,657.5,16.82,6,Monthly,Wedding,Male,06-May-1994,Divorced,1,Informal_Sector,32,141.77,2,Guarantor,EcoCash,Midlands FNA8904,4,2026-01-20,2026-01-30,2026-02-26,2030-01-09,10866.37,17.3,48,Monthly,Equipment,Female,20-Mar-1996,Single,4,Retail_Trade,21,432.52,1,Vehicle,EcoCash,Mashonaland_West VJE0900,4,2025-01-02,2025-01-18,2025-02-23,2028-12-28,7200.4,12.52,48,Bi-Weekly,Equipment,Male,16-Oct-1989,Single,2,Agriculture,149,,1,Guarantor,EcoCash,Midlands TOH5347,0,2025-10-17,2025-10-25,2025-11-21,2026-04-23,6448.88,158.74,6,Monthly,School_Fees,Female,21-Jan-2007,Single,1,Healthcare,10,900.89,0,Property,Bank_Transfer,Masvingo FVT9140,5,2025-01-25,2025-02-03,2025-03-11,2025-08-02,878.55,192.9,6,Weekly,Medical,Male,17-Mar-1980,Married,2,Mining,143,600.54,1,Savings,EcoCash,Midlands GRH5559,4,2025-06-10,2025-06-24,2025-08-08,2028-06-08,7492.01,16.0,36,Weekly,Equipment,Male,05-Jun-1973,Married,3,Construction,83,344.86,1,Property,Bank_Transfer,Harare UBD8889,5,2025-05-13,2025-05-15,2025-06-28,2025-08-13,1014.95,125.51,3,Weekly,Personal,Male,30-Oct-1994,Married,6,Education,44,527.46,4,None,OneMoney,Midlands GFM8976,4,2025-02-22,2025-03-09,2025-04-14,2028-02-22,9371.06,15.88,36,Monthly,Home_Improvement,Male,31-Jan-1996,Divorced,2,Retail_Trade,73,902.25,0,Guarantor,EcoCash,Mashonaland_West SNB8067,3,2025-01-19,2025-01-28,2025-02-25,2025-07-27,546.59,17.97,6,Monthly,Debt_Consolidation,Female,19-Apr-1995,Divorced,3,Construction,71,271.36,1,None,EcoCash,Bulawayo JAN6657,1,2025-09-15,2025-10-04,2025-11-11,2028-09-18,4808.65,15.13,36,Weekly,,Female,13-Dec-1984,Single,7,Informal_Sector,10,,1,None,Bank_Transfer,Bulawayo ZGO5482,0,2025-08-19,2025-09-04,2025-10-07,2026-03-03,5239.51,16.94,6,Monthly,Equipment,Female,06-Nov-2005,Single,2,Construction,4,593.84,0,None,EcoCash,Manicaland WAI7897,1,2025-05-20,2025-06-07,2025-07-08,2026-11-29,12498.8,12.18,18,Monthly,Business_Expansion,Male,06-Feb-1968,Single,4,Construction,97,531.62,2,Vehicle,InnBucks,Bulawayo TQQ8810,2,2025-12-01,2025-12-14,2026-01-25,2026-12-09,7889.93,95.8,12,Monthly,Farming_Inputs,Female,16-Oct-1969,Divorced,2,Finance,28,953.41,0,None,InnBucks,Mashonaland_Central PPR0538,1,2025-12-26,2025-12-27,2026-01-28,2027-06-20,3311.06,105.03,18,Monthly,Business_Expansion,Male,21-Oct-1985,Married,5,Agriculture,152,201.98,3,Vehicle,Cash,Harare IQD3049,4,2025-10-11,2025-10-29,2025-12-13,2028-10-13,3924.92,14.33,36,Monthly,Home_Improvement,Female,14-Apr-1994,,0,Education,65,230.88,1,None,Cash,Mashonaland_West EVW3261,0,2025-01-16,2025-02-06,2025-03-03,2027-01-27,2413.81,105.94,24,Monthly,Working_Capital,Female,09-Dec-1954,Married,2,Agriculture,56,438.16,1,Guarantor,Bank_Transfer,Bulawayo QTP0829,3,2025-07-04,2025-07-20,2025-08-24,2026-07-15,2369.16,16.1,12,Monthly,School_Fees,Female,02-Nov-2005,Single,0,Retail_Trade,,661.19,0,None,EcoCash,Mashonaland_Central ZAR1668,0,2025-02-18,2025-03-04,2025-04-16,2025-08-31,440.48,125.6,6,Monthly,Stock_Purchase,Female,28-Jan-1992,Divorced,3,Agriculture,98,144.27,3,None,Bank_Transfer,Mashonaland_Central YNM5067,0,2025-01-31,2025-02-04,2025-03-20,2025-08-03,2352.06,15.15,6,Monthly,Vehicle,Male,24-Jul-1972,Widowed,2,Education,121,556.31,0,Property,EcoCash,Harare ITH8224,3,2025-01-31,2025-02-21,2025-04-01,2026-08-15,3691.98,14.68,18,Monthly,Debt_Consolidation,Female,26-Aug-1973,Married,5,Transport,24,1059.66,0,Savings,EcoCash,Harare REM1332,1,2025-12-18,2025-12-31,2026-02-12,2027-12-21,3665.53,105.72,24,Monthly,,Female,05-Nov-1982,Widowed,,NGO,84,571.22,0,None,InnBucks,Midlands SPS6604,1,2025-11-12,2025-11-26,2025-12-25,2027-11-16,2351.62,11.21,24,Monthly,Stock_Purchase,Male,03-Aug-1979,Married,4,Informal_Sector,8,376.08,0,Vehicle,Cash,Masvingo AAE3132,2,2025-10-04,2025-10-17,2025-12-01,2026-10-12,887.12,15.48,12,Monthly,Equipment,Male,05-Oct-1976,Single,,Informal_Sector,19,174.14,7,Property,EcoCash,Mashonaland_East HOU6184,0,2025-09-29,2025-10-01,2025-11-01,2026-09-26,1194.14,18.15,12,Bi-Weekly,Home_Improvement,Male,25-May-1996,Married,3,Transport,46,394.5,3,None,EcoCash,Masvingo CZP4309,0,2025-09-08,2025-09-25,2025-11-01,2026-09-20,1731.72,91.36,12,Bi-Weekly,Vehicle,Male,17-Nov-1992,Married,0,Healthcare,61,985.03,0,Guarantor,Bank_Transfer,Mashonaland_West LEL3646,4,2025-12-01,2025-12-06,2026-01-18,2029-11-15,8068.63,17.93,48,Monthly,Equipment,Female,01-Jun-1988,Widowed,1,Construction,47,293.12,0,Livestock,InnBucks,Masvingo KLS2376,4,2025-11-14,2025-11-16,2025-12-14,2027-05-10,5349.21,112.4,18,Monthly,Vehicle,Male,22-Nov-2001,Single,1,Education,13,,1,Guarantor,EcoCash,Matabeleland_South SCX6724,2,2025-06-15,2025-06-22,2025-07-24,2027-06-12,3700.05,124.18,24,Monthly,Working_Capital,Female,03-Jun-1994,Single,0,Construction,32,480.49,1,Savings,Bank_Transfer,Mashonaland_West JDX2248,2,2025-03-17,2025-04-05,2025-05-13,2025-12-31,10101.63,118.17,9,Monthly,Farming_Inputs,Female,23-Jun-1990,Divorced,0,Construction,60,1024.4,2,Property,Cash,Masvingo CSQ5122,3,2025-06-27,2025-07-01,2025-07-28,2026-06-26,437.4,10.96,12,Monthly,Medical,Female,07-Dec-1975,Divorced,3,Agriculture,97,277.11,2,Guarantor,Cash,Mashonaland_Central NCV4201,2,2025-09-01,2025-09-08,2025-10-03,2027-08-29,1263.02,97.33,24,Monthly,Livestock,Female,28-Dec-1995,Married,2,Agriculture,59,,2,None,EcoCash,Mashonaland_West RFX4239,1,2026-01-26,2026-02-11,2026-03-18,2027-02-06,1097.68,142.41,12,Monthly,Equipment,Male,26-Oct-1984,Married,7,Informal_Sector,35,190.61,3,None,Cash,Midlands MHR9246,1,2025-07-12,2025-07-26,2025-08-23,2026-07-21,3005.29,110.03,12,Monthly,Business_Expansion,Male,26-Sep-1999,Married,0,Informal_Sector,16,203.63,1,None,Bank_Transfer,Harare GBZ6626,3,2025-02-14,2025-02-19,2025-04-05,2025-08-18,1499.25,18.71,6,Monthly,School_Fees,Female,19-Oct-1969,Divorced,,,69,452.27,5,None,Cash,Masvingo RPD5488,2,2025-05-29,2025-06-05,2025-07-02,2026-05-31,5929.55,15.16,12,Monthly,Equipment,Male,06-Oct-1982,Divorced,5,Construction,144,788.49,3,Property,Bank_Transfer,Mashonaland_East HYI3434,5,2025-07-25,2025-08-14,2025-09-26,2025-10-13,809.54,135.83,2,Weekly,Rent,Male,13-Sep-2003,Single,1,Government,17,683.86,1,Guarantor,Bank_Transfer,Midlands MRS2505,2,2025-09-06,2025-09-16,2025-10-18,2026-06-13,4615.59,81.66,9,Monthly,Working_Capital,Male,18-Sep-1996,Married,1,Transport,102,822.77,8,None,OneMoney,Harare AMB4315,2,2025-11-19,2025-12-03,2026-01-03,2027-11-23,2029.41,109.35,24,Monthly,Equipment,Female,30-Oct-1998,Married,0,Agriculture,38,283.79,4,Property,OneMoney,Manicaland PMG9403,1,2025-04-03,2025-04-10,2025-05-19,2026-04-05,22819.37,97.34,12,Monthly,Working_Capital,,25-Jun-1974,Married,3,Manufacturing,,1108.6,1,Vehicle,InnBucks,Harare PJB5201,3,2026-02-18,2026-02-26,2026-04-07,2027-02-21,510.34,73.56,12,Bi-Weekly,Medical,Female,31-Jul-1998,Divorced,2,Informal_Sector,,229.93,0,None,EcoCash,Harare WNR1849,3,2025-09-25,2025-10-02,2025-11-14,2026-09-27,3921.64,15.06,12,Monthly,Rent,Female,29-Jun-1981,Married,4,Manufacturing,31,768.16,1,Guarantor,Cash,Masvingo WIH5320,0,2025-04-27,2025-05-04,2025-06-18,2026-04-29,483.61,155.59,12,Monthly,Personal,Female,01-Aug-2004,Single,2,Informal_Sector,5,298.91,0,None,EcoCash,Mashonaland_Central ZNM8480,1,2025-02-22,2025-03-08,2025-04-11,2026-03-03,2978.53,12.6,12,Monthly,Equipment,Male,15-Oct-2003,Single,1,Retail_Trade,37,377.99,6,None,EcoCash,Harare XXT0474,5,2025-10-15,2025-10-18,2025-11-20,2025-12-17,533.68,171.25,2,Bi-Weekly,Medical,Female,28-Dec-1963,Married,1,Agriculture,42,474.9,4,None,Cash,Matabeleland_South QIG9493,2,2025-08-04,2025-08-25,2025-09-21,2027-08-15,5502.73,16.3,24,Bi-Weekly,Livestock,Female,27-Apr-1982,Widowed,1,Manufacturing,178,592.91,3,Property,Bank_Transfer,Bulawayo AFN6386,3,2025-08-07,2025-08-28,2025-10-12,2027-08-18,1586.22,12.78,24,Bi-Weekly,Rent,Male,07-Jul-2002,Single,0,Government,46,502.15,2,None,EcoCash,Manicaland PRR9621,0,2025-07-13,2025-07-23,2025-09-01,2026-01-19,1346.19,79.37,6,Bi-Weekly,Rent,Male,29-Jun-1981,Married,3,Manufacturing,119,392.61,4,,Bank_Transfer,Bulawayo XCB9683,3,2025-11-13,2025-11-24,2025-12-28,2027-11-14,291.67,13.48,24,Monthly,Rent,Male,09-Nov-1994,Divorced,,Agriculture,32,106.28,2,Property,OneMoney,Mashonaland_East DZT6788,5,2025-08-04,2025-08-08,2025-09-13,2026-02-04,437.12,188.95,6,Weekly,Rent,Female,06-May-1983,Divorced,4,Education,41,524.84,0,None,Bank_Transfer,Midlands WWG8089,3,2025-08-08,2025-08-19,2025-09-28,2027-08-09,1156.02,11.78,24,Monthly,Debt_Consolidation,Male,18-Apr-1992,Single,4,Healthcare,64,340.76,1,None,Cash,Mashonaland_East UKQ0153,1,2025-02-13,2025-02-15,2025-03-23,2025-08-14,8256.63,123.14,6,Bi-Weekly,Business_Expansion,Male,18-Jun-1992,Single,4,Manufacturing,27,616.52,4,Property,EcoCash,Masvingo BCZ3036,1,2025-02-07,2025-02-10,2025-03-23,2028-01-26,14471.79,121.52,36,Monthly,Working_Capital,Male,26-Mar-1998,Married,0,Education,31,600.24,7,Property,EcoCash,Matabeleland_South NVZ9450,2,2025-12-09,2025-12-25,2026-02-02,2026-12-20,12575.41,66.89,12,Monthly,Livestock,Male,03-Aug-1998,Divorced,2,Construction,15,858.35,2,Livestock,Cash,Masvingo CCZ0625,2,2026-01-22,2026-02-02,2026-03-02,2027-07-27,4277.32,11.92,18,Monthly,Working_Capital,Female,27-Aug-1962,Single,7,Mining,22,639.02,6,Livestock,EcoCash,Matabeleland_North ZLP2972,2,2025-10-19,2025-11-07,2025-12-19,2027-10-28,9719.73,114.69,24,Monthly,Working_Capital,Male,08-Dec-1966,Married,1,Mining,143,1420.44,0,Savings,EcoCash,Bulawayo ZJB5926,4,2025-10-04,2025-10-25,2025-12-03,2027-10-15,29365.37,20.97,24,Weekly,Equipment,Female,21-Nov-1972,Married,4,,57,1262.73,4,None,InnBucks,Mashonaland_Central CMG8982,0,2026-02-02,2026-02-19,2026-03-16,2027-02-14,799.68,18.18,12,Bi-Weekly,Rent,Male,28-Sep-1980,,3,Informal_Sector,23,247.47,1,None,Bank_Transfer,Harare WTU0545,1,2025-05-20,2025-05-24,2025-07-05,2027-05-14,2181.1,13.92,24,Monthly,Working_Capital,Male,19-Sep-1965,Married,5,Healthcare,92,414.63,1,None,OneMoney,Harare FKL8364,1,2026-02-16,2026-02-22,2026-04-02,2027-02-17,4460.35,113.96,12,Weekly,Equipment,Male,09-Nov-1994,Married,1,Education,84,189.37,6,,Bank_Transfer,Bulawayo PLX5842,2,2025-04-16,2025-04-26,2025-05-22,2026-10-18,1507.14,13.34,18,Monthly,Equipment,Female,05-Jun-1993,Single,3,,77,239.2,1,Property,Cash,Harare JUN3444,3,2025-02-03,2025-02-06,2025-03-13,2026-02-01,2631.78,13.19,12,Monthly,Rent,Female,09-May-1991,Single,0,Retail_Trade,45,641.77,7,Savings,EcoCash,Mashonaland_West SKE9305,0,2025-05-22,2025-06-09,2025-07-14,2026-06-04,2923.11,117.97,12,Bi-Weekly,Stock_Purchase,Male,29-Oct-1965,Married,1,Education,125,565.47,1,None,Bank_Transfer,Harare ITL4779,2,2025-05-30,2025-06-05,2025-07-09,2026-05-31,4225.42,110.89,12,Monthly,Working_Capital,Female,21-Jan-2005,Single,,,15,423.06,1,Livestock,Bank_Transfer,Mashonaland_West JJO0795,1,2026-02-16,2026-02-18,2026-04-01,2027-02-13,3353.75,120.49,12,Monthly,,Female,26-Sep-1996,Widowed,2,Government,80,460.85,1,Guarantor,EcoCash,Harare NXU9005,3,2025-06-24,2025-07-07,2025-08-05,2026-01-03,5779.96,12.71,6,Monthly,School_Fees,Male,10-Jun-1963,Divorced,3,NGO,28,1324.18,0,None,Cash,Masvingo QGC9923,1,2025-12-05,2025-12-19,2026-02-02,2026-12-14,1427.97,12.78,12,Monthly,Equipment,Male,21-Oct-2002,Single,1,Informal_Sector,10,70.83,5,None,Bank_Transfer,Mashonaland_West MRQ3624,1,2025-03-19,2025-04-01,2025-05-04,2026-09-23,11766.68,14.35,18,Monthly,Equipment,Male,10-Jul-1998,Married,5,Mining,,1964.92,6,Property,InnBucks,Manicaland DGH6557,1,2025-07-07,2025-07-20,2025-08-19,2027-07-10,12163.88,13.84,24,Monthly,Working_Capital,Male,08-Jun-1991,Single,2,Education,85,579.39,4,,Cash,Masvingo HDE8710,0,2025-07-28,2025-08-18,2025-09-23,2026-08-13,3197.4,118.11,12,Monthly,,Male,05-Jan-1993,Married,2,Healthcare,122,650.07,0,Vehicle,EcoCash,Masvingo AMV2337,0,2024-12-30,2025-01-05,2025-02-06,2026-12-26,4924.92,110.6,24,Monthly,Vehicle,Male,08-Dec-1982,Divorced,,Construction,123,941.73,3,None,InnBucks,Mashonaland_East UNQ8256,0,2025-09-18,2025-09-22,2025-10-28,2026-03-21,183.75,121.03,6,Monthly,Equipment,Male,23-Jun-1983,Married,1,Agriculture,72,99.57,1,Livestock,EcoCash,Harare LOH5505,0,2025-06-14,2025-06-20,2025-07-28,2026-06-15,1022.33,100.04,12,Monthly,,Male,22-Mar-1985,Widowed,4,Informal_Sector,42,,0,Guarantor,InnBucks,Midlands IQY9989,1,2025-08-17,2025-08-29,2025-10-01,2027-08-19,5476.4,15.25,24,Monthly,Equipment,Male,11-May-1989,Widowed,0,Retail_Trade,,,2,Property,Bank_Transfer,Harare PLQ0927,0,2025-07-06,2025-07-23,2025-08-27,2025-10-21,320.96,18.41,3,Weekly,Business_Expansion,Male,31-May-2004,Single,0,Informal_Sector,8,150.33,3,Livestock,EcoCash,Manicaland ZVH1070,2,2025-09-11,2025-09-21,2025-10-16,2027-09-11,2777.69,119.6,24,Monthly,Livestock,Female,26-Mar-1962,Married,2,Retail_Trade,104,,0,,EcoCash,Bulawayo QWM7774,0,2026-01-02,2026-01-04,2026-01-28,2026-12-30,1087.43,144.69,12,Monthly,Personal,Male,15-Nov-1954,Married,2,Informal_Sector,7,174.45,1,None,Bank_Transfer,Midlands LCA6145,1,2025-10-20,2025-11-04,2025-11-28,2027-04-28,15111.66,120.39,18,Monthly,Working_Capital,Male,02-Dec-2005,Single,2,NGO,13,743.04,2,Vehicle,Bank_Transfer,Harare CXS9262,0,2024-12-27,2025-01-07,2025-02-10,2025-07-06,3331.75,92.33,6,Monthly,Personal,Female,17-Mar-1982,Married,1,Transport,131,963.67,3,None,EcoCash,Midlands FBG7333,1,2025-04-01,2025-04-13,2025-05-15,2025-10-10,6403.89,77.15,6,Monthly,Business_Expansion,Male,13-Oct-1996,Married,0,Agriculture,18,399.07,1,Vehicle,EcoCash,Harare OEE9697,1,2025-10-26,2025-11-07,2025-12-09,2028-10-22,9798.18,12.21,36,Monthly,Business_Expansion,Female,17-Oct-1998,Divorced,1,Construction,28,566.7,0,Vehicle,InnBucks,Matabeleland_South VXD2888,0,2026-01-07,2026-01-13,2026-02-12,2028-01-03,921.41,148.36,24,Bi-Weekly,Personal,Female,06-Dec-1982,Widowed,7,Agriculture,87,182.98,4,Guarantor,Bank_Transfer,Harare JWU4615,0,2025-12-28,2026-01-13,2026-02-14,2028-01-03,3817.84,16.32,24,Monthly,Equipment,Male,26-May-1984,Married,4,Mining,137,866.83,3,None,EcoCash,Mashonaland_West PIM7408,2,2025-04-07,2025-04-16,2025-05-20,2026-01-11,2430.36,106.96,9,Monthly,Equipment,Male,21-May-1977,Widowed,1,Mining,,676.67,2,Livestock,EcoCash,Matabeleland_South KOH1629,1,2025-08-08,2025-08-19,2025-10-03,2026-02-15,9884.23,13.29,6,Monthly,Stock_Purchase,Male,29-Jul-1963,Married,4,Education,71,574.07,7,Vehicle,Bank_Transfer,Harare FNX6879,3,2025-11-03,2025-11-21,2025-12-22,2026-11-16,2921.03,14.72,12,Monthly,Medical,Male,19-Jan-1975,Divorced,0,Manufacturing,9,692.78,1,Vehicle,EcoCash,Bulawayo JEQ9499,0,2025-10-06,2025-10-10,2025-11-07,2026-04-08,1043.76,103.63,6,Weekly,Farming_Inputs,Female,15-May-1978,Married,3,Agriculture,77,,3,None,EcoCash,Harare UYE7582,4,2026-02-11,2026-02-16,2026-04-01,2029-01-31,4079.76,14.39,36,Monthly,Equipment,Male,30-Jul-1969,Divorced,,Agriculture,17,215.28,3,None,InnBucks,Bulawayo MFM9712,3,2025-10-15,2025-10-21,2025-11-27,2027-10-11,1056.96,16.44,24,Monthly,Medical,Male,22-Jan-1999,,3,Informal_Sector,7,,3,None,OneMoney,Matabeleland_North CIW9280,1,2025-08-30,2025-09-06,2025-10-19,2026-09-01,8360.61,100.22,12,Monthly,Business_Expansion,Male,03-Dec-2002,Single,1,Healthcare,14,439.79,6,Vehicle,Cash,Matabeleland_South BIH6763,2,2025-07-21,2025-08-02,2025-09-09,2026-07-28,3229.49,99.34,12,Monthly,Livestock,Female,08-Dec-1955,Married,,Transport,36,385.41,0,Livestock,InnBucks,Mashonaland_East IVR4724,1,2025-03-09,2025-03-27,2025-05-10,2027-03-17,14307.91,106.5,24,Weekly,Stock_Purchase,Female,19-May-2000,Married,2,Mining,30,,0,Vehicle,EcoCash,Harare JMG2675,3,2025-03-23,2025-03-27,2025-05-07,2027-03-17,579.74,15.31,24,Monthly,Debt_Consolidation,Female,10-Apr-1984,Divorced,2,Agriculture,47,214.94,1,Guarantor,Bank_Transfer,Manicaland PAL7750,0,2025-05-03,2025-05-19,2025-06-22,2026-11-10,4653.88,17.96,18,Monthly,Funeral,Male,16-Jul-1975,Single,6,Finance,30,698.91,0,Vehicle,Bank_Transfer,Mashonaland_Central EGQ5337,3,2025-01-14,2025-01-25,2025-02-26,2026-07-19,1075.57,14.02,18,Monthly,Rent,Male,10-Mar-1968,Married,2,Informal_Sector,37,454.67,1,Guarantor,Bank_Transfer,Harare HNM5599,4,2025-02-01,2025-02-10,2025-03-13,2026-08-04,29352.25,14.23,18,Monthly,Equipment,Female,28-Apr-2001,Divorced,3,Transport,11,854.63,4,Guarantor,InnBucks,Matabeleland_South WWK2226,0,2025-09-29,2025-10-11,2025-11-21,2026-04-09,3281.67,17.08,6,Monthly,Business_Expansion,Female,10-Jul-2001,Married,3,Healthcare,28,936.91,0,Savings,EcoCash,Harare XMD5380,4,2025-05-04,2025-05-05,2025-06-16,2028-04-19,6256.28,18.01,36,Monthly,Home_Improvement,Male,27-Aug-1990,Married,2,Transport,70,544.55,3,Property,Bank_Transfer,Midlands CMT4787,2,2025-05-03,2025-05-19,2025-06-17,2026-11-10,2411.68,73.59,18,Monthly,Equipment,Male,21-Feb-1992,Single,4,Healthcare,130,459.33,1,Guarantor,EcoCash,Manicaland OTN1938,3,2025-03-13,2025-03-31,2025-05-07,2025-09-27,146.29,11.64,6,Monthly,Medical,Male,19-Jan-1988,Single,6,Agriculture,26,75.04,2,Guarantor,Bank_Transfer,Mashonaland_East VIT1701,4,2025-01-18,2025-02-03,2025-03-05,2026-01-29,3223.07,76.89,12,Weekly,Equipment,Male,18-Aug-1968,Widowed,6,Government,75,587.78,1,Guarantor,EcoCash,Harare WMK4466,2,2025-03-28,2025-04-18,2025-05-15,2026-04-13,11663.9,10.97,12,Monthly,Farming_Inputs,Female,09-Aug-2002,Married,1,Government,37,814.9,2,Livestock,InnBucks,Mashonaland_Central JJY8197,0,2025-04-13,2025-05-03,2025-06-03,2025-10-30,1644.13,136.2,6,Monthly,Vehicle,Male,07-Jul-2001,Single,6,Manufacturing,33,799.51,2,,OneMoney,Manicaland XCA6285,1,2025-07-13,2025-07-15,2025-08-17,2026-07-10,3832.11,12.35,12,Monthly,Business_Expansion,Male,22-Sep-1990,Single,5,Manufacturing,101,205.03,3,Vehicle,Cash,Harare LSX1698,1,2025-08-03,2025-08-19,2025-09-15,2026-02-15,4922.13,123.23,6,Monthly,Equipment,Male,14-Feb-2004,Single,0,Informal_Sector,33,378.44,1,Guarantor,InnBucks,Mashonaland_East LIY7658,2,2025-05-22,2025-06-02,2025-07-13,2025-11-29,2317.45,125.59,6,Bi-Weekly,,Female,30-May-1985,Widowed,2,Informal_Sector,,189.92,1,Livestock,EcoCash,Midlands AWN0993,0,2025-08-03,2025-08-04,2025-09-11,2027-07-25,1121.43,17.45,24,Monthly,Debt_Consolidation,Male,08-Sep-1983,Married,6,Retail_Trade,23,321.7,0,None,Bank_Transfer,Masvingo GJQ8756,0,2025-12-27,2025-12-31,2026-02-11,2027-06-24,1000.54,164.04,18,Monthly,Personal,Male,01-Aug-1997,Single,,Informal_Sector,,309.28,0,Guarantor,EcoCash,Midlands UQA9509,2,2025-02-07,2025-02-23,2025-03-21,2025-08-22,1863.91,14.63,6,Monthly,Working_Capital,Female,20-Apr-1970,Married,0,Informal_Sector,13,211.9,2,Property,Bank_Transfer,Midlands YMN9110,0,2025-12-14,2025-12-23,2026-01-28,2026-12-18,4987.25,16.25,12,Monthly,Working_Capital,Male,08-Jan-1985,Married,5,Transport,56,,2,None,EcoCash,Mashonaland_Central TPV6824,1,2025-06-13,2025-06-30,2025-08-04,2028-06-14,2471.05,14.19,36,Monthly,Business_Expansion,Male,04-Nov-1985,Single,2,Construction,127,158.57,0,None,Bank_Transfer,Harare BHD6476,1,2025-01-08,2025-01-23,2025-03-02,2025-07-22,2336.42,126.19,6,Bi-Weekly,Equipment,Male,16-Apr-1981,Married,8,Informal_Sector,,207.0,0,None,InnBucks,Harare JSQ7862,1,2026-02-10,2026-02-23,2026-03-28,2027-02-18,857.39,14.11,12,Weekly,Business_Expansion,Female,27-Apr-1995,Married,,Informal_Sector,17,112.47,3,Property,Cash,Midlands IBD7350,2,2025-08-10,2025-08-23,2025-09-18,2026-08-18,19426.97,102.51,12,Bi-Weekly,Farming_Inputs,Male,20-May-1996,Married,3,NGO,,1784.0,1,,Cash,Mashonaland_Central WVG9491,0,2025-04-09,2025-04-22,2025-05-22,2025-10-19,2740.37,15.73,6,Monthly,Farming_Inputs,Female,28-Dec-1955,Widowed,2,Manufacturing,144,348.31,2,None,Bank_Transfer,Midlands ERM6024,1,2025-05-12,2025-05-15,2025-06-20,2026-11-06,10978.07,122.18,18,Monthly,Business_Expansion,Male,16-Apr-1981,Divorced,,Retail_Trade,147,826.47,0,Property,Bank_Transfer,Masvingo EVY4906,1,2025-06-08,2025-06-14,2025-07-14,2027-06-04,1027.26,90.54,24,Weekly,Equipment,Female,17-Jun-1964,Divorced,0,Agriculture,27,144.83,2,None,Bank_Transfer,Bulawayo HZA1744,4,2025-07-01,2025-07-15,2025-08-24,2027-01-06,13845.38,15.95,18,Bi-Weekly,Equipment,Female,31-Dec-1980,Divorced,3,Mining,34,953.04,1,Guarantor,Bank_Transfer,Manicaland JCT4386,1,2025-09-30,2025-10-17,2025-11-16,2027-04-10,9913.61,122.59,18,Monthly,Business_Expansion,Male,23-Dec-1997,Single,2,Retail_Trade,47,433.7,1,Property,Bank_Transfer,Matabeleland_North GPO6473,3,2025-03-24,2025-03-28,2025-04-23,2026-03-23,3230.01,88.51,12,Monthly,Debt_Consolidation,Male,11-Jul-1971,Married,4,Transport,26,703.87,2,Vehicle,Cash,Midlands MFJ1189,2,2025-04-19,2025-05-03,2025-06-15,2026-04-28,4653.56,132.3,12,Monthly,Livestock,Female,26-Jun-1996,Divorced,4,Mining,24,,1,Guarantor,InnBucks,Harare UYB8567,3,2025-11-21,2025-11-29,2025-12-27,2026-05-28,1610.23,14.96,6,Monthly,Rent,Male,13-Mar-1982,Married,1,Informal_Sector,7,378.36,2,,Cash,Masvingo TOE0201,1,2025-06-28,2025-07-10,2025-08-05,2026-07-05,5682.25,14.65,12,Monthly,Working_Capital,Male,06-Sep-1970,Divorced,3,Retail_Trade,40,836.46,0,Guarantor,Cash,Harare PZV6692,1,2025-02-18,2025-03-11,2025-04-24,2026-03-06,17493.89,14.08,12,Monthly,,Female,11-Apr-1979,Divorced,4,Healthcare,54,938.57,2,Guarantor,OneMoney,Harare UUY0456,2,2025-11-04,2025-11-10,2025-12-10,2026-11-05,7176.71,96.09,12,Monthly,Farming_Inputs,Female,17-Jun-1992,Single,3,Finance,28,929.74,5,Livestock,Cash,Manicaland XDE4403,3,2025-10-11,2025-10-30,2025-11-26,2026-04-28,1249.16,18.41,6,Monthly,Personal,Female,18-Feb-1980,Married,4,Agriculture,108,391.4,3,None,Bank_Transfer,Harare RAY0990,4,2025-08-02,2025-08-06,2025-08-28,2026-08-01,816.42,19.64,12,Weekly,Home_Improvement,Male,27-Mar-1960,Widowed,0,Informal_Sector,7,82.26,2,Guarantor,EcoCash,Masvingo YXS9979,4,2025-03-25,2025-04-13,2025-05-25,2028-03-28,4371.18,12.62,36,Monthly,Home_Improvement,Male,13-Oct-1960,Married,0,,39,257.28,1,Property,Bank_Transfer,Manicaland BFQ1956,0,2025-10-07,2025-10-24,2025-11-18,2026-10-19,1436.11,15.38,12,Monthly,,Female,07-Feb-1980,Married,2,Mining,19,548.1,0,None,Bank_Transfer,Harare BNT0970,0,2025-07-09,2025-07-18,2025-08-14,2026-07-13,6792.67,15.82,12,Monthly,School_Fees,Male,10-Feb-1982,Married,2,Mining,43,1129.05,6,None,Cash,Mashonaland_West ILM6904,0,2025-02-15,2025-02-26,2025-03-26,2026-02-21,1007.6,14.56,12,Monthly,,Female,09-May-1970,Single,1,Government,72,303.68,2,,EcoCash,Matabeleland_South TTD5928,0,2026-01-10,2026-01-21,2026-03-02,2026-04-21,2372.47,14.47,3,Monthly,Working_Capital,Female,12-Feb-1984,Widowed,0,Retail_Trade,105,539.75,3,Vehicle,OneMoney,Harare LRK6522,3,2025-03-27,2025-04-01,2025-04-28,2026-03-27,651.78,16.83,12,Monthly,Personal,Male,04-Jul-1958,Married,4,Agriculture,72,210.81,1,Guarantor,Bank_Transfer,Harare NWI7548,1,2026-01-27,2026-01-29,2026-02-28,2028-01-19,8825.7,95.06,24,Weekly,Business_Expansion,Female,18-Apr-2007,Single,2,Manufacturing,6,709.55,2,Savings,Bank_Transfer,Harare SBO1935,4,2025-09-21,2025-10-11,2025-11-06,2028-09-25,4839.74,14.82,36,Bi-Weekly,Vehicle,Male,10-Sep-1959,Married,5,Retail_Trade,97,320.89,0,Guarantor,OneMoney,Harare ANF1816,0,2026-01-07,2026-01-27,2026-02-24,2026-07-26,4540.92,15.88,6,Monthly,Personal,Female,09-Jan-1992,Married,5,Manufacturing,54,,1,Guarantor,Bank_Transfer,Harare KOO2576,0,2025-09-26,2025-09-29,2025-11-01,2026-09-24,932.3,125.51,12,Monthly,Debt_Consolidation,Female,30-Jul-1959,Married,2,Agriculture,45,311.3,0,Savings,Cash,Bulawayo XJK2683,3,2025-09-14,2025-09-18,2025-10-27,2026-09-13,1573.34,16.52,12,Monthly,Personal,Male,20-Feb-1982,Divorced,0,Manufacturing,99,570.07,6,Guarantor,OneMoney,Mashonaland_East KXO3550,3,2026-01-16,2026-01-23,2026-02-18,2027-07-17,1326.36,15.38,18,Monthly,Rent,Male,28-Oct-2003,Single,0,Education,13,403.98,4,Savings,Bank_Transfer,Harare PXC5758,4,2025-01-31,2025-02-17,2025-03-27,2027-02-07,2717.72,21.19,24,Monthly,Vehicle,Male,11-Nov-1974,Married,4,Agriculture,81,169.34,2,None,Bank_Transfer,Mashonaland_East NQY7197,2,2024-12-27,2025-01-10,2025-02-04,2025-07-09,881.86,12.83,6,Bi-Weekly,Working_Capital,Female,18-Aug-1995,Married,4,Agriculture,54,255.71,1,,EcoCash,Harare EWQ8929,5,2025-02-15,2025-02-16,2025-03-13,2025-03-18,1053.69,161.28,1,Weekly,Funeral,Female,14-Mar-1995,Single,3,Informal_Sector,46,361.73,0,,Bank_Transfer,Harare ULV2580,1,2025-02-05,2025-02-13,2025-03-11,2028-01-29,2834.66,108.13,36,Monthly,Stock_Purchase,Female,02-Jan-1988,Single,1,Informal_Sector,17,,2,Guarantor,Bank_Transfer,Bulawayo TCG3740,3,2025-07-15,2025-08-01,2025-08-28,2026-07-27,1731.99,15.29,12,Weekly,School_Fees,Male,31-Oct-1997,Divorced,2,Retail_Trade,72,643.26,5,None,InnBucks,Mashonaland_East HLQ7927,3,2025-03-21,2025-03-30,2025-05-09,2025-09-26,1059.27,11.22,6,Weekly,Medical,Male,01-Dec-1989,Divorced,4,Education,47,344.92,0,Savings,Cash,Mashonaland_Central RBI8043,4,2025-11-19,2025-11-27,2025-12-28,2026-11-22,4893.73,15.62,12,Monthly,Vehicle,Female,13-Feb-1972,Divorced,3,Agriculture,151,240.7,1,Savings,OneMoney,Mashonaland_West XUB9735,5,2026-02-03,2026-02-05,2026-03-17,2026-08-04,1420.84,148.24,6,Monthly,Rent,Male,02-Jun-1996,,1,Mining,65,1218.12,2,Property,Cash,Manicaland YPZ4317,0,2025-01-30,2025-02-05,2025-03-16,2026-07-30,2169.62,102.26,18,Bi-Weekly,School_Fees,Female,03-Aug-2000,Divorced,,Informal_Sector,8,454.2,0,Property,EcoCash,Mashonaland_West QXZ4385,1,2025-10-26,2025-10-27,2025-11-27,2028-10-11,16171.63,103.28,36,Monthly,Working_Capital,Male,23-Jan-1988,Single,2,Manufacturing,99,943.03,3,None,Cash,Harare JBY3887,2,2025-10-20,2025-10-23,2025-12-02,2026-10-18,2025.02,11.73,12,Monthly,Equipment,Male,19-Feb-2007,Single,1,Agriculture,8,281.43,3,None,Cash,Matabeleland_North PMQ9284,0,2026-01-13,2026-01-27,2026-02-22,2026-04-27,5076.12,14.78,3,Monthly,Rent,Male,10-Mar-1958,Married,2,Retail_Trade,20,555.7,0,None,Bank_Transfer,Harare WPD6992,2,2025-01-23,2025-02-09,2025-03-24,2027-01-30,11019.92,81.4,24,Bi-Weekly,,Male,12-Jan-1986,Widowed,3,Government,54,734.68,1,Livestock,Cash,Harare OHO9405,1,2026-01-17,2026-01-22,2026-02-19,2026-07-21,4298.3,11.89,6,Monthly,Business_Expansion,Male,17-Dec-1964,Married,,Informal_Sector,23,266.8,2,None,InnBucks,Matabeleland_North JXZ7487,0,2025-09-27,2025-10-15,2025-11-12,2026-01-13,1059.76,16.13,3,Monthly,Livestock,Female,14-Jan-1978,Divorced,4,Manufacturing,94,470.32,2,Savings,OneMoney,Midlands YBC1242,1,2025-10-03,2025-10-20,2025-11-28,2026-10-15,4091.8,15.43,12,Monthly,Business_Expansion,Male,07-Feb-2003,Married,2,Agriculture,14,,0,Property,OneMoney,Mashonaland_East GNC0544,1,2025-01-11,2025-01-22,2025-03-01,2026-07-16,15545.83,15.29,18,Monthly,Stock_Purchase,Male,09-Oct-1962,Married,,Mining,58,,4,Guarantor,Cash,Matabeleland_North DWG6506,1,2025-02-07,2025-02-10,2025-03-20,2026-08-04,6348.6,12.79,18,Monthly,Working_Capital,Female,12-Jan-1975,Married,0,Construction,59,867.98,0,Property,Cash,Matabeleland_North GHE4135,3,2025-11-10,2025-11-13,2025-12-10,2026-11-08,918.1,13.66,12,Monthly,Personal,Female,10-May-1995,Married,1,,52,328.29,3,Savings,EcoCash,Manicaland YTY8763,5,2025-10-01,2025-10-04,2025-11-16,2026-01-02,608.85,159.46,3,Bi-Weekly,Rent,Female,21-May-1999,Married,3,Informal_Sector,17,475.91,0,Vehicle,EcoCash,Mashonaland_East KBN2378,2,2025-08-23,2025-08-29,2025-09-27,2026-08-24,6146.67,134.42,12,Weekly,Farming_Inputs,Female,27-Feb-1987,Married,6,Education,103,469.36,3,None,Bank_Transfer,Harare AXT5962,0,2025-02-02,2025-02-03,2025-03-09,2026-01-29,627.8,122.74,12,Monthly,,Female,07-Oct-1996,Married,1,Informal_Sector,37,95.68,3,None,Bank_Transfer,Harare BOG9757,3,2025-11-07,2025-11-14,2025-12-13,2027-11-04,2306.08,12.66,24,Weekly,School_Fees,Male,18-Jan-1990,Single,2,Construction,32,765.83,5,Guarantor,InnBucks,Midlands JWU4504,1,2025-09-27,2025-10-02,2025-10-28,2026-09-27,12411.79,15.98,12,Monthly,Working_Capital,Female,24-Nov-1982,Divorced,1,Agriculture,16,,1,Property,EcoCash,Mashonaland_Central WFW3920,5,2026-01-09,2026-01-29,2026-02-24,2026-02-28,1074.16,109.11,1,Monthly,Rent,Male,18-Jul-2004,Single,0,Education,9,638.24,1,None,Bank_Transfer,Harare NUT5984,1,2025-03-31,2025-04-11,2025-05-20,2028-03-26,8061.49,108.91,36,Monthly,Stock_Purchase,Female,13-May-1972,Widowed,4,Retail_Trade,36,727.77,1,Property,Bank_Transfer,Harare SRM0734,4,2025-06-18,2025-06-24,2025-08-04,2028-06-08,11702.51,16.33,36,Monthly,Home_Improvement,Male,04-Sep-1960,Single,3,Manufacturing,69,311.72,0,Property,EcoCash,Midlands SXM1210,1,2025-12-17,2025-12-22,2026-01-24,2027-06-15,3271.15,114.51,18,Monthly,Stock_Purchase,,21-Dec-1989,Single,,Agriculture,19,202.34,2,None,Cash,Manicaland MNP1285,0,2025-06-12,2025-06-27,2025-07-27,2025-12-24,4006.52,157.79,6,Monthly,Equipment,Male,15-Jul-2004,Single,0,Government,53,579.33,0,Property,Bank_Transfer,Mashonaland_West OLN6828,5,2025-12-31,2026-01-03,2026-01-28,2026-02-02,938.76,160.66,1,Weekly,Medical,Female,13-Jul-1995,Married,4,,36,522.22,0,None,EcoCash,Harare PND8015,5,2025-05-18,2025-05-26,2025-06-26,2025-08-24,2197.19,164.76,3,Monthly,Rent,Male,27-Jun-1999,Married,3,Construction,24,804.71,1,None,Bank_Transfer,Midlands OGX2067,4,2026-02-01,2026-02-20,2026-03-20,2028-02-10,1113.06,18.62,24,Monthly,Home_Improvement,Male,13-Oct-1994,Married,1,Agriculture,26,105.77,0,Guarantor,Cash,Matabeleland_South NGW4148,3,2025-05-14,2025-05-21,2025-06-24,2026-05-16,1907.16,12.12,12,Monthly,,Male,24-Nov-1967,Married,6,Agriculture,134,502.22,2,Guarantor,EcoCash,Harare XNQ9739,0,2025-03-11,2025-03-24,2025-04-25,2026-03-19,1721.46,128.49,12,Monthly,Vehicle,Male,07-Mar-1996,Divorced,3,Informal_Sector,44,408.88,2,Savings,Cash,Midlands PVC0396,3,2025-05-18,2025-05-27,2025-07-03,2027-05-17,4016.74,14.44,24,Monthly,School_Fees,Female,03-Aug-1995,Married,,Telecom,,1684.09,1,Guarantor,InnBucks,Harare YQU4379,0,2025-06-09,2025-06-19,2025-07-19,2026-06-14,1422.92,14.79,12,Monthly,Working_Capital,Female,01-Aug-1983,Married,4,Manufacturing,86,447.63,0,Savings,Bank_Transfer,Harare QCZ9183,0,2025-05-22,2025-05-26,2025-06-23,2026-05-21,14480.61,16.08,12,Bi-Weekly,Wedding,Female,25-Jun-1978,Married,5,Finance,67,2056.29,3,None,Bank_Transfer,Bulawayo HEK1976,0,2026-01-04,2026-01-19,2026-02-17,2026-07-18,817.91,115.86,6,Monthly,Business_Expansion,Female,28-May-1977,Married,3,Informal_Sector,51,177.89,0,Property,Bank_Transfer,Bulawayo IGG2798,1,2025-03-12,2025-03-21,2025-04-28,2026-03-16,8624.33,102.58,12,Monthly,Business_Expansion,Male,01-Jan-1965,,4,Construction,82,,1,Guarantor,Cash,Mashonaland_West LVB5412,0,2025-09-01,2025-09-10,2025-10-12,2026-09-05,5259.86,101.52,12,Monthly,Debt_Consolidation,Male,04-Sep-1961,Married,3,Construction,,742.5,2,Savings,InnBucks,Harare GJT0245,0,2025-03-27,2025-04-11,2025-05-20,2026-10-03,3920.17,,18,Bi-Weekly,Funeral,Female,04-Feb-1983,Married,4,Government,104,587.2,4,None,EcoCash,Matabeleland_North UKH9382,1,2025-11-26,2025-12-16,2026-01-24,2026-06-14,4875.37,95.9,6,Monthly,Working_Capital,Female,24-Jul-1984,Married,4,Manufacturing,44,489.63,1,Vehicle,EcoCash,Mashonaland_West MSI8579,1,2025-07-17,2025-07-28,2025-09-01,2026-07-23,3186.85,14.17,12,Monthly,Business_Expansion,Male,28-Dec-1994,Married,3,Agriculture,,201.35,2,None,EcoCash,Manicaland ZLG0202,1,2025-08-21,2025-09-06,2025-10-18,2028-08-21,9191.26,106.17,36,Bi-Weekly,Working_Capital,Female,16-Jun-1978,Single,6,Construction,126,420.62,2,Guarantor,Bank_Transfer,Midlands JLT3081,3,2025-07-04,2025-07-17,2025-08-28,2027-01-08,1793.8,14.97,18,Weekly,School_Fees,Male,11-Jul-1991,Married,3,Government,122,573.38,4,,EcoCash,Mashonaland_Central QUS9552,1,2025-07-22,2025-08-09,2025-09-18,2027-01-31,4169.48,11.97,18,Monthly,Business_Expansion,Male,11-Mar-1969,Divorced,7,Manufacturing,73,507.93,0,Property,Cash,Masvingo YTA1880,0,2025-02-23,2025-03-15,2025-04-15,2025-09-11,2353.32,15.83,6,Monthly,Livestock,Female,24-Sep-1964,Married,5,Agriculture,73,,1,Savings,EcoCash,Harare CDK2415,2,2025-04-08,2025-04-09,2025-05-24,2026-10-01,1161.02,94.68,18,Monthly,Livestock,Male,21-May-1987,Married,4,Construction,99,305.4,0,None,Cash,Matabeleland_South GDK7008,5,2025-02-20,2025-03-05,2025-04-04,2025-06-03,2015.69,184.16,3,Monthly,Rent,Female,29-Oct-1988,Single,0,Finance,45,1107.49,0,Property,InnBucks,Bulawayo XHB5695,1,2025-11-28,2025-12-10,2026-01-12,2028-11-24,11107.14,135.08,36,Weekly,Equipment,Male,13-Apr-1967,Married,4,Informal_Sector,42,484.08,2,Property,Bank_Transfer,Midlands CEL0699,3,2026-02-07,2026-02-08,2026-03-20,2028-01-29,659.29,13.48,24,Weekly,Personal,Male,07-Feb-1981,Divorced,5,Agriculture,,248.39,2,None,InnBucks,Harare EIU7027,1,2025-01-22,2025-02-09,2025-03-25,2028-01-25,4402.2,112.61,36,Monthly,Stock_Purchase,Male,05-Aug-1990,Single,,Transport,101,543.48,4,Property,Cash,Manicaland HTM0146,0,2026-01-08,2026-01-22,2026-02-18,2026-07-21,3109.92,126.96,6,Weekly,Livestock,Male,12-Jan-1982,Married,3,Construction,,686.56,3,Property,EcoCash,Mashonaland_West FZO5757,0,2025-12-10,2025-12-28,2026-01-26,2026-06-26,5189.15,159.74,6,Bi-Weekly,Business_Expansion,Female,25-Jan-2005,Single,1,Finance,13,,3,None,Bank_Transfer,Bulawayo TDL1068,0,2025-09-03,2025-09-13,2025-10-25,2025-12-12,946.9,112.2,3,Monthly,Wedding,Male,28-Apr-1975,Married,5,Agriculture,170,208.17,0,Property,InnBucks,Midlands NIW2607,3,2026-02-08,2026-02-22,2026-03-23,2028-02-12,752.72,73.46,24,Monthly,School_Fees,Male,29-Nov-1993,Single,6,Retail_Trade,22,187.0,4,,EcoCash,Matabeleland_North HEO0125,3,2025-08-08,2025-08-17,2025-09-24,2026-08-12,871.27,17.72,12,Monthly,Medical,Male,20-Feb-1980,Divorced,5,Government,145,,1,Guarantor,Bank_Transfer,Mashonaland_East MEX7417,4,2025-11-07,2025-11-24,2025-12-22,2026-11-19,8553.97,18.55,12,Monthly,Equipment,Female,05-Dec-1990,Divorced,3,,,441.72,3,Guarantor,EcoCash,Bulawayo OEN4472,0,2024-12-25,2025-01-08,2025-02-21,2026-12-29,188.6,15.94,24,Monthly,Funeral,Female,13-Nov-1970,Widowed,2,Informal_Sector,,,0,Property,OneMoney,Harare BRT3771,3,2025-07-18,2025-07-21,2025-08-26,2027-01-12,3595.01,14.7,18,Monthly,Personal,Female,25-Jun-1961,Single,3,NGO,35,1439.44,2,Guarantor,Cash,Masvingo GUG8607,1,2025-07-19,2025-07-21,2025-08-28,2026-01-17,2356.66,12.15,6,Monthly,Stock_Purchase,Male,11-Apr-1975,Divorced,5,Agriculture,11,137.14,0,None,InnBucks,Harare ZOA7096,4,2025-05-29,2025-06-18,2025-07-28,2027-06-08,6400.19,18.88,24,Bi-Weekly,Home_Improvement,Female,23-Jun-1961,Married,4,Agriculture,73,285.69,3,Livestock,Bank_Transfer,Harare SDH8992,0,2026-01-04,2026-01-08,2026-02-04,2026-04-08,1187.38,15.07,3,Weekly,Livestock,Male,24-Apr-1993,Single,1,Retail_Trade,32,234.25,4,None,Bank_Transfer,Harare JMD0120,0,2025-11-14,2025-11-18,2025-12-17,2026-11-13,5079.27,112.9,12,Monthly,,Female,06-Sep-2003,Single,1,Healthcare,27,566.3,1,Property,InnBucks,Mashonaland_West BMO6026,0,2025-11-01,2025-11-12,2025-12-08,2026-05-11,4379.79,105.23,6,Weekly,Debt_Consolidation,Male,14-Aug-1990,Married,2,NGO,119,1005.71,1,Guarantor,Bank_Transfer,Harare ENV4544,0,2025-05-22,2025-06-10,2025-07-16,2026-06-05,457.9,126.1,12,Monthly,School_Fees,Male,14-Aug-2007,Married,0,Agriculture,,139.48,4,Savings,EcoCash,Midlands JQH9915,4,2025-08-01,2025-08-20,2025-09-15,2029-07-30,10151.97,16.4,48,Monthly,Equipment,Male,14-Apr-1988,Divorced,,Government,105,,0,Property,Bank_Transfer,Harare GMK2427,1,2025-03-24,2025-04-11,2025-05-09,2027-04-01,10604.23,130.6,24,Monthly,Working_Capital,Male,13-Sep-1985,Married,6,Healthcare,14,720.81,1,Vehicle,InnBucks,Bulawayo FPA0677,1,2025-05-23,2025-06-10,2025-07-17,2027-05-31,8208.19,138.01,24,Weekly,Business_Expansion,Male,06-Sep-1995,Married,3,Education,48,423.51,2,Property,EcoCash,Masvingo ZVL0171,1,2025-04-02,2025-04-17,2025-05-16,2026-04-12,1598.0,134.56,12,Monthly,Working_Capital,Female,11-Mar-1961,Married,,Agriculture,35,147.28,0,None,Bank_Transfer,Mashonaland_East SYC0712,0,2025-09-13,2025-09-19,2025-10-20,2026-03-18,1320.31,117.09,6,Monthly,Personal,Female,08-Jan-1980,Divorced,5,Informal_Sector,31,300.8,1,None,Bank_Transfer,Bulawayo MHD9822,0,2025-05-21,2025-06-10,2025-07-18,2025-12-07,2184.1,15.23,6,Monthly,Farming_Inputs,Male,25-Feb-1990,Single,0,Education,102,467.75,4,Savings,InnBucks,Harare HPD7237,5,2025-01-09,2025-01-21,2025-02-16,2025-03-22,974.61,117.91,2,Monthly,Rent,Male,16-Jan-1972,Married,6,Informal_Sector,17,657.37,3,None,OneMoney,Matabeleland_North FEL2808,0,2025-03-16,2025-04-01,2025-05-16,2025-09-28,3515.02,18.06,6,Monthly,Rent,Male,03-Dec-1959,Divorced,4,Government,44,826.51,4,None,Bank_Transfer,Manicaland MMC8838,3,2025-08-19,2025-09-08,2025-10-07,2026-03-07,2178.74,12.43,6,Monthly,Medical,Female,27-Sep-1990,Single,5,Healthcare,141,590.35,1,Guarantor,OneMoney,Mashonaland_East NHK5621,1,2026-02-03,2026-02-09,2026-03-08,2028-01-30,1932.84,108.18,24,Monthly,Business_Expansion,Female,20-May-1986,Married,2,,30,490.83,5,Savings,EcoCash,Harare LDO7056,0,2025-10-17,2025-11-01,2025-12-03,2026-01-30,661.43,123.57,3,Monthly,,Female,30-May-1990,Single,4,Retail_Trade,131,353.93,5,Savings,EcoCash,Mashonaland_West RJU2365,0,2025-10-26,2025-10-27,2025-12-07,2026-04-25,2196.33,16.53,6,Bi-Weekly,Personal,Female,09-Jul-1965,Widowed,4,Retail_Trade,64,475.71,2,None,Cash,Matabeleland_South WUT2469,0,2025-10-14,2025-10-31,2025-11-25,2027-10-21,6908.2,17.15,24,Weekly,,Male,21-Mar-1975,Married,0,Government,61,974.27,2,Savings,Bank_Transfer,Midlands YMA0571,3,2025-06-09,2025-06-29,2025-08-03,2025-12-26,1824.29,15.99,6,Bi-Weekly,Personal,Male,06-May-1987,Married,0,NGO,68,673.99,2,Savings,Bank_Transfer,Bulawayo STT6043,1,2025-05-23,2025-06-08,2025-07-17,2026-06-03,1910.15,15.13,12,Monthly,Working_Capital,Male,12-Jan-1996,Married,2,Agriculture,33,,1,None,Bank_Transfer,Harare YGZ8268,0,2025-06-25,2025-07-08,2025-08-09,2026-07-03,2777.95,96.82,12,Monthly,Vehicle,Female,24-Jul-1982,Married,4,Government,116,461.38,3,None,Bank_Transfer,Bulawayo TZR7334,0,2025-03-30,2025-03-31,2025-05-13,2025-09-27,1558.51,131.84,6,Monthly,Farming_Inputs,Male,31-Jan-1971,Married,4,Informal_Sector,24,568.65,3,None,EcoCash,Bulawayo KVM0019,0,2025-01-07,2025-01-26,2025-02-20,2026-07-20,1695.07,125.91,18,Monthly,Farming_Inputs,Male,10-Jun-1970,Married,3,Retail_Trade,121,,5,Vehicle,Cash,Mashonaland_West KCI1006,1,2026-01-16,2026-02-01,2026-03-04,2026-07-31,3603.8,12.12,6,Monthly,Business_Expansion,Male,13-Apr-1977,Divorced,7,Retail_Trade,,,0,None,EcoCash,Harare RJR2607,3,2025-12-31,2026-01-04,2026-02-02,2026-07-03,3839.19,18.7,6,Monthly,Rent,Male,21-May-1996,Single,3,Finance,28,1163.24,2,Savings,Bank_Transfer,Manicaland DNK7474,3,2025-10-20,2025-10-22,2025-12-03,2026-10-17,906.23,15.08,12,Monthly,School_Fees,Male,06-Jan-1970,Married,4,Informal_Sector,7,217.7,0,None,Cash,Mashonaland_West PMY6529,0,2025-05-15,2025-05-26,2025-07-03,2025-11-22,1569.55,119.8,6,Monthly,Medical,Female,14-Jul-1996,Married,4,Transport,90,515.92,1,Property,Bank_Transfer,Bulawayo JAT6175,4,2025-12-07,2025-12-25,2026-01-24,2027-06-18,5310.37,18.64,18,Monthly,Vehicle,Female,09-Sep-1965,Married,6,Agriculture,54,324.89,1,Livestock,Cash,Harare GRH8210,2,2026-02-09,2026-02-18,2026-03-22,2028-02-08,6154.91,117.38,24,Monthly,Farming_Inputs,Male,07-Nov-1966,Single,,Informal_Sector,25,457.69,1,None,Cash,Mashonaland_West KFU3441,1,2025-10-22,2025-10-31,2025-11-28,2028-10-15,4099.28,120.79,36,Monthly,Business_Expansion,Male,25-Feb-1981,Married,,Informal_Sector,20,192.93,2,Savings,Cash,Midlands KVB7435,4,2024-12-29,2025-01-02,2025-01-28,2027-12-18,17928.15,79.96,36,Monthly,Vehicle,Male,31-Oct-2002,Single,0,Mining,15,1218.0,0,Vehicle,Cash,Harare IYP0080,2,2025-11-25,2025-12-11,2026-01-11,2027-12-01,4897.81,99.67,24,Monthly,Farming_Inputs,Male,08-Jan-1972,Married,3,Agriculture,114,292.0,1,Livestock,EcoCash,Manicaland VBV5453,2,2025-05-16,2025-05-26,2025-06-20,2027-05-16,4201.4,115.38,24,Monthly,Equipment,Male,16-Aug-1993,Married,5,Education,70,756.73,1,Livestock,InnBucks,Mashonaland_East DUA8888,1,2025-05-27,2025-06-07,2025-07-15,2025-12-04,4441.82,12.41,6,Monthly,Stock_Purchase,Male,26-Mar-2000,Married,4,Retail_Trade,18,190.37,6,Savings,Cash,Harare SKS3637,3,2025-03-07,2025-03-25,2025-05-06,2026-03-20,1049.55,17.8,12,Weekly,Medical,Male,02-Nov-1997,Single,0,Construction,96,304.05,2,Livestock,EcoCash,Harare JJK7748,1,2025-01-17,2025-02-06,2025-03-15,2028-01-22,12502.01,109.88,36,Monthly,Stock_Purchase,Male,12-Aug-1999,Divorced,2,Retail_Trade,35,693.44,4,Property,Cash,Harare IWD6431,2,2025-09-27,2025-10-04,2025-11-13,2027-03-28,4584.73,136.01,18,Monthly,Equipment,Female,08-May-1976,Married,4,Education,62,820.01,0,None,OneMoney,Mashonaland_West BZE5384,3,2025-09-04,2025-09-17,2025-10-23,2026-09-12,1611.43,15.68,12,Monthly,Debt_Consolidation,Male,25-May-1993,Divorced,4,Retail_Trade,75,386.29,6,Savings,EcoCash,Harare KFY4089,0,2025-02-22,2025-03-13,2025-04-12,2026-03-08,3160.29,18.12,12,Monthly,Equipment,Female,22-Mar-1958,Widowed,,Government,21,475.08,0,Savings,Bank_Transfer,Harare JBZ4242,2,2025-04-20,2025-04-29,2025-05-28,2026-01-24,6046.03,13.14,9,Monthly,,Female,16-Aug-1960,Married,4,Education,51,,0,Savings,Cash,Mashonaland_East JMI3553,2,2025-08-12,2025-08-29,2025-09-28,2026-05-26,3072.89,11.37,9,Monthly,Farming_Inputs,Male,14-Jun-1957,Married,0,Transport,4,292.41,0,Guarantor,EcoCash,Harare VJM1864,0,2025-02-08,2025-02-18,2025-03-24,2026-08-12,1975.08,17.86,18,Monthly,Home_Improvement,Female,15-Mar-1995,Widowed,2,Finance,92,1293.12,1,None,EcoCash,Mashonaland_East SVH8709,5,2025-07-03,2025-07-16,2025-08-10,2025-08-15,233.19,20.26,1,Weekly,Funeral,Male,23-Apr-1987,Married,0,Education,72,256.21,2,Savings,Bank_Transfer,Mashonaland_East SOY3070,1,2025-08-12,2025-08-18,2025-09-22,2026-02-14,10646.79,12.16,6,Monthly,Stock_Purchase,Male,16-Mar-2003,Married,1,Government,34,483.23,1,,Bank_Transfer,Bulawayo TUE3956,5,2025-03-01,2025-03-02,2025-03-27,2025-04-01,533.16,147.57,1,Weekly,Rent,Male,11-Jul-1995,Married,4,Education,108,348.44,7,Savings,EcoCash,Mashonaland_West XIX5596,3,2025-01-29,2025-02-06,2025-03-22,2027-01-27,982.98,71.45,24,Weekly,Rent,Male,09-Jan-1989,Married,1,Retail_Trade,34,452.68,1,,Bank_Transfer,Midlands CZS7133,1,2025-03-03,2025-03-12,2025-04-25,2025-09-08,10655.6,99.52,6,Monthly,Business_Expansion,Male,05-Jun-2000,Divorced,,Finance,13,1127.37,2,None,EcoCash,Matabeleland_North FIX2641,2,2025-09-11,2025-09-17,2025-10-14,2027-03-11,14667.3,11.53,18,Monthly,Farming_Inputs,Male,15-Oct-1990,Married,5,Construction,80,949.75,0,Vehicle,EcoCash,Mashonaland_East UXD1841,1,2025-07-11,2025-07-18,2025-08-17,2026-01-14,6755.0,104.51,6,Monthly,Business_Expansion,Male,02-Dec-1972,Divorced,4,Construction,13,415.15,2,Vehicle,Cash,Masvingo XIX9094,2,2025-12-18,2026-01-04,2026-02-04,2026-12-30,24680.62,90.85,12,Monthly,Farming_Inputs,Male,29-Jan-2006,Single,0,Finance,6,1964.77,5,Livestock,Cash,Mashonaland_West ZVV5799,2,2025-10-28,2025-11-03,2025-12-16,2027-04-27,2004.96,75.29,18,Monthly,Farming_Inputs,Male,23-Oct-1959,Married,0,Informal_Sector,26,178.45,0,Livestock,EcoCash,Mashonaland_Central VBT2621,0,2025-12-10,2025-12-14,2026-01-11,2027-12-04,1555.61,17.13,24,Monthly,Farming_Inputs,Male,31-Oct-1997,Single,3,Healthcare,51,474.84,0,Livestock,EcoCash,Manicaland SGP4291,2,2025-06-28,2025-07-17,2025-08-20,2026-07-12,3445.82,109.6,12,Monthly,Working_Capital,Female,20-Apr-1974,Married,3,Healthcare,120,594.95,3,Property,EcoCash,Harare VWE1468,1,2025-04-30,2025-05-15,2025-06-09,2028-04-29,2841.4,121.26,36,Monthly,Business_Expansion,Female,26-Dec-1979,Divorced,1,Government,234,354.22,4,None,OneMoney,Manicaland QUX9721,4,2025-03-20,2025-04-01,2025-05-12,2029-03-11,7664.82,17.48,48,Monthly,Vehicle,Male,28-Aug-2007,Single,3,Healthcare,9,684.5,2,Vehicle,Bank_Transfer,Harare OYI6805,0,2025-02-25,2025-03-06,2025-04-18,2027-02-24,783.2,17.62,24,Bi-Weekly,Livestock,Female,07-May-1961,Married,,Informal_Sector,7,195.48,3,None,OneMoney,Manicaland PHQ4045,3,2025-06-17,2025-06-22,2025-07-28,2027-06-12,378.72,13.84,24,Monthly,Medical,Male,19-Dec-1986,Married,3,Informal_Sector,16,86.28,2,Guarantor,EcoCash,Harare IRE1258,0,2026-01-22,2026-02-04,2026-03-09,2026-05-05,736.84,144.19,3,Monthly,Wedding,Female,30-Dec-1995,Single,3,Construction,61,295.09,3,Livestock,Bank_Transfer,Mashonaland_West TQY2059,4,2025-06-22,2025-06-30,2025-07-28,2027-06-20,19203.61,18.46,24,Weekly,Home_Improvement,Female,26-Jul-1980,Divorced,7,Transport,,771.79,2,Livestock,Bank_Transfer,Bulawayo CIN7912,0,2025-10-31,2025-11-07,2025-12-09,2026-11-02,669.77,148.51,12,Monthly,Stock_Purchase,Male,12-May-2004,,0,Agriculture,14,201.02,1,None,EcoCash,Bulawayo BFT1621,3,2025-05-04,2025-05-08,2025-06-21,2026-05-03,2724.2,15.77,12,Bi-Weekly,Rent,Female,17-Jul-1999,Single,3,Healthcare,12,649.67,1,Guarantor,EcoCash,Matabeleland_South XTV8065,2,2025-12-24,2026-01-14,2026-02-10,2027-01-09,2795.58,13.44,12,Monthly,Equipment,Male,02-Apr-1982,Divorced,5,Agriculture,64,295.14,0,None,EcoCash,Matabeleland_North JBN7458,4,2025-05-08,2025-05-15,2025-06-23,2029-04-24,5740.97,76.02,48,Weekly,Vehicle,Female,05-Apr-1979,Divorced,6,NGO,48,594.92,4,Property,EcoCash,Bulawayo ECA7340,5,2025-08-22,2025-09-02,2025-10-17,2025-12-01,788.68,155.8,3,Bi-Weekly,Personal,Male,03-Mar-1993,Married,3,Education,26,328.82,0,Guarantor,Bank_Transfer,Mashonaland_Central FJV6411,1,2025-04-27,2025-05-06,2025-06-17,2026-10-28,19928.95,13.08,18,Monthly,Stock_Purchase,Female,03-Jul-2000,Single,3,Construction,9,769.88,1,Guarantor,EcoCash,Midlands LBI3544,0,2025-05-24,2025-05-25,2025-06-27,2026-05-20,1040.38,16.48,12,Monthly,Farming_Inputs,Female,04-Nov-1994,Married,2,Transport,55,,0,Property,EcoCash,Harare IHF4906,0,2025-11-09,2025-11-14,2025-12-16,2026-02-12,2018.96,107.77,3,Monthly,Funeral,Female,17-Feb-2004,Single,0,Agriculture,9,393.25,2,None,EcoCash,Masvingo BCF2737,0,2025-06-30,2025-07-16,2025-08-21,2026-01-12,2593.41,117.37,6,Monthly,School_Fees,Female,07-Jan-2004,Single,1,Education,13,678.15,1,None,Cash,Matabeleland_South VOX5055,2,2025-03-31,2025-04-06,2025-05-17,2026-01-01,15570.52,70.46,9,Monthly,Working_Capital,Male,25-Apr-1994,Divorced,6,NGO,72,1275.17,2,Property,EcoCash,Masvingo OHX8131,1,2025-07-29,2025-08-19,2025-09-15,2027-08-09,2620.19,119.66,24,Bi-Weekly,Business_Expansion,Male,28-Jan-1996,Single,3,Informal_Sector,30,331.05,4,Property,Bank_Transfer,Manicaland OOJ2242,1,2024-12-14,2025-01-01,2025-02-04,2025-12-27,12938.42,119.46,12,Monthly,Business_Expansion,,08-Aug-1994,Married,3,Retail_Trade,45,588.28,0,Vehicle,InnBucks,Manicaland OYF8344,2,2025-04-08,2025-04-19,2025-05-24,2027-04-09,7934.98,109.5,24,Monthly,Livestock,Male,20-Dec-1968,Divorced,5,,44,790.75,2,None,Bank_Transfer,Midlands BDP4806,1,2025-09-13,2025-09-21,2025-10-20,2027-09-11,6909.38,94.98,24,Monthly,Business_Expansion,Male,12-Oct-1981,Single,7,Finance,146,829.61,0,Savings,Bank_Transfer,Mashonaland_East XHM8420,4,2025-05-26,2025-05-31,2025-07-04,2028-05-15,1889.39,15.15,36,Monthly,Home_Improvement,Female,08-Jul-1979,Married,2,Informal_Sector,6,214.06,3,,EcoCash,Mashonaland_East HAJ9645,1,2026-02-03,2026-02-21,2026-03-28,2027-02-16,4934.27,132.59,12,Monthly,Business_Expansion,Female,06-Nov-1996,Married,1,Agriculture,40,270.24,5,None,EcoCash,Masvingo PDE8624,2,2025-04-15,2025-04-19,2025-05-25,2026-01-14,12278.55,90.15,9,Monthly,Farming_Inputs,Female,29-Jul-1978,Married,8,Mining,73,997.36,0,Guarantor,Bank_Transfer,Mashonaland_West NLT2148,3,2025-08-18,2025-09-01,2025-10-01,2026-08-27,1683.9,18.55,12,Bi-Weekly,School_Fees,Male,19-Nov-1977,Married,2,Retail_Trade,37,,1,Guarantor,InnBucks,Bulawayo UHI7991,3,2025-01-10,2025-01-18,2025-02-25,2025-07-17,655.79,14.83,6,Monthly,Medical,Female,20-Jul-1962,Divorced,5,Informal_Sector,18,220.08,0,None,,Mashonaland_Central FWX8897,0,2025-12-17,2025-12-23,2026-01-21,2027-06-16,2119.8,135.78,18,Monthly,Home_Improvement,Female,04-May-1997,Single,2,Retail_Trade,79,945.61,3,None,Bank_Transfer,Mashonaland_East OWB7178,0,2025-09-03,2025-09-14,2025-10-15,2026-09-09,2470.61,15.36,12,Monthly,Equipment,Male,13-Jun-2006,Single,0,Retail_Trade,18,288.08,4,Livestock,EcoCash,Matabeleland_North REU1247,3,2025-05-16,2025-05-24,2025-07-05,2026-05-19,340.12,15.58,12,Monthly,Medical,Female,06-Feb-1994,Married,5,Informal_Sector,17,142.33,0,Guarantor,EcoCash,Harare CRO1769,1,2025-11-22,2025-11-25,2025-12-28,2026-11-20,5213.22,116.71,12,Bi-Weekly,Equipment,Male,31-Jan-2006,Single,1,Education,14,469.25,0,Vehicle,Bank_Transfer,Harare TLD5484,3,2025-09-20,2025-10-07,2025-11-10,2026-10-02,3345.73,14.34,12,Monthly,School_Fees,Male,05-Apr-1996,Single,5,,19,705.15,0,None,Bank_Transfer,Midlands PTV8574,2,2025-04-13,2025-04-30,2025-05-28,2026-10-22,5240.56,14.4,18,Monthly,Livestock,Male,04-Sep-1965,Married,7,Manufacturing,109,,0,Livestock,Bank_Transfer,Mashonaland_West BWS1336,0,2025-01-10,2025-01-23,2025-03-05,2027-01-13,8053.05,17.22,24,Monthly,School_Fees,Female,01-Mar-1986,Married,5,Finance,133,1179.19,1,Guarantor,Bank_Transfer,Bulawayo OII8763,4,2025-08-13,2025-08-22,2025-10-02,2026-08-17,9013.64,17.73,12,Monthly,Equipment,Male,14-Jan-1993,Married,,Government,53,507.07,3,Vehicle,Cash,Manicaland LPO1321,1,2025-07-01,2025-07-11,2025-08-12,2027-01-02,4095.14,113.22,18,Monthly,Working_Capital,Male,09-May-1982,Married,5,Retail_Trade,112,291.26,0,Property,EcoCash,Matabeleland_North NHW7391,2,2026-01-18,2026-01-31,2026-03-13,2026-07-30,1017.0,12.02,6,Monthly,Working_Capital,Male,05-Jul-2006,Single,0,Government,34,382.62,1,Guarantor,InnBucks,Mashonaland_West JUC7750,2,2025-07-08,2025-07-21,2025-09-03,2026-07-16,2555.05,114.79,12,Monthly,Equipment,Male,11-Oct-1994,Married,3,Mining,124,504.52,0,Savings,EcoCash,Mashonaland_Central CZF4822,0,2025-06-06,2025-06-25,2025-07-28,2027-06-15,1579.94,120.71,24,Monthly,Home_Improvement,Male,15-May-1984,Married,5,,117,645.94,2,Savings,Bank_Transfer,Midlands KBN3400,0,2025-07-18,2025-08-08,2025-09-07,2026-02-04,515.83,124.83,6,Monthly,Debt_Consolidation,Male,22-Feb-1981,Widowed,7,Informal_Sector,23,,5,Savings,Cash,Harare SNF1740,3,2025-12-29,2026-01-18,2026-02-22,2027-01-13,1139.42,17.89,12,Monthly,Rent,Male,05-Oct-1968,Widowed,,Construction,147,346.43,3,Savings,Cash,Midlands DXF7268,1,2025-04-25,2025-04-28,2025-06-01,2026-10-20,3306.9,96.73,18,Monthly,Stock_Purchase,Male,26-Nov-1973,Married,0,Informal_Sector,46,473.44,5,Savings,Cash,Harare EEV9383,4,2025-03-08,2025-03-28,2025-04-26,2028-03-12,10077.28,20.01,36,Weekly,Home_Improvement,Male,19-Nov-1988,Single,6,Government,52,787.93,2,Property,EcoCash,Harare WJQ3332,0,2025-07-24,2025-08-07,2025-09-07,2026-08-02,1920.23,134.74,12,Monthly,Personal,Female,11-Jan-1975,Married,6,Retail_Trade,140,657.95,1,None,OneMoney,Mashonaland_West ORN5586,3,2025-11-08,2025-11-29,2025-12-28,2027-05-23,306.83,15.19,18,Bi-Weekly,Debt_Consolidation,Male,28-Jan-1967,Married,5,Informal_Sector,13,,2,Guarantor,EcoCash,Bulawayo JNZ7774,3,2025-07-10,2025-07-23,2025-08-24,2026-01-19,1158.98,13.83,6,Monthly,Rent,Male,09-Mar-1964,Widowed,3,,58,306.02,8,Savings,EcoCash,Mashonaland_Central KGI8277,0,2025-03-05,2025-03-15,2025-04-18,2025-06-13,3051.54,127.81,3,Bi-Weekly,Home_Improvement,Female,23-Oct-1985,Divorced,4,Finance,40,1228.29,1,Guarantor,Cash,Bulawayo UQV0433,3,2025-01-16,2025-01-27,2025-03-03,2026-01-22,597.26,17.01,12,Bi-Weekly,Rent,Male,12-Jul-1992,Married,0,Informal_Sector,38,214.16,1,Guarantor,Bank_Transfer,Midlands CDJ1262,0,2025-06-29,2025-07-10,2025-08-10,2026-07-05,436.56,73.42,12,Monthly,Working_Capital,Female,12-Sep-1965,Married,4,Agriculture,31,,0,None,EcoCash,Harare ELI3656,3,2025-07-14,2025-07-20,2025-08-16,2027-01-11,1702.06,15.78,18,Monthly,Medical,Male,01-Mar-1985,Widowed,,Manufacturing,35,532.92,6,Savings,Cash,Mashonaland_Central CJF9592,0,2025-02-19,2025-02-26,2025-03-27,2025-08-25,1785.11,175.38,6,Monthly,Livestock,Male,24-Sep-1959,Married,0,Informal_Sector,5,317.98,2,None,InnBucks,Mashonaland_Central IFV9314,0,2025-10-10,2025-10-29,2025-12-02,2026-04-27,846.97,15.23,6,Monthly,Rent,Male,18-Sep-1964,,4,Transport,29,,1,Guarantor,Cash,Mashonaland_West VDJ1118,0,2025-10-27,2025-11-01,2025-11-28,2026-10-27,5901.06,95.89,12,Monthly,Vehicle,Female,12-May-1963,Married,6,Mining,51,1085.84,1,Vehicle,Bank_Transfer,Harare DTA8682,1,2025-04-11,2025-04-25,2025-05-20,2026-10-17,3790.53,112.1,18,Weekly,Business_Expansion,Male,29-Jun-1984,Divorced,5,Informal_Sector,8,343.76,4,Livestock,InnBucks,Manicaland TGJ4666,1,2025-10-01,2025-10-08,2025-11-02,2026-10-03,4583.69,136.9,12,Monthly,Business_Expansion,Female,08-Jul-1977,Married,0,Informal_Sector,28,462.97,2,Savings,Bank_Transfer,Bulawayo IZZ3291,1,2025-11-02,2025-11-22,2026-01-01,2027-11-12,5682.93,98.61,24,Monthly,Working_Capital,Male,24-May-1993,Single,5,Construction,48,794.59,3,None,Cash,Manicaland ZWT7505,3,2025-10-18,2025-10-24,2025-11-20,2027-04-17,1631.57,11.43,18,Monthly,Rent,Female,03-Jul-1989,Divorced,4,Education,22,693.07,4,None,Bank_Transfer,Harare LTK9250,0,2025-09-24,2025-09-28,2025-11-09,2026-03-27,4128.39,19.73,6,Bi-Weekly,Working_Capital,Male,17-Feb-1975,Single,3,NGO,98,,0,Savings,EcoCash,Masvingo DVP8940,2,2025-10-18,2025-10-22,2025-11-28,2027-10-12,3163.76,86.06,24,Monthly,Farming_Inputs,Male,30-Mar-2005,Single,1,Informal_Sector,28,517.91,0,Vehicle,Bank_Transfer,Midlands OJP1964,2,2025-11-08,2025-11-13,2025-12-12,2027-11-03,11272.97,71.88,24,Monthly,Livestock,,31-Oct-1976,Divorced,3,Finance,114,1526.62,4,Livestock,EcoCash,Mashonaland_West WNA2120,3,2025-02-06,2025-02-11,2025-03-11,2025-08-10,2851.14,11.91,6,Monthly,Debt_Consolidation,Male,13-Mar-1973,Married,,Healthcare,62,877.07,4,Guarantor,Bank_Transfer,Mashonaland_West MSO0106,5,2025-04-12,2025-04-14,2025-05-19,2025-07-13,601.17,147.3,3,Monthly,Funeral,Male,12-Oct-1981,Married,8,Education,166,510.84,1,Savings,EcoCash,Harare XNB8483,1,2025-03-01,2025-03-06,2025-04-12,2028-02-19,2499.41,15.3,36,Monthly,Equipment,Male,23-Sep-1978,Married,4,Government,128,,3,None,OneMoney,Masvingo PZM1761,3,2025-02-28,2025-03-17,2025-04-11,2026-09-08,3960.11,96.84,18,Monthly,Debt_Consolidation,Male,06-Oct-1984,Single,2,Mining,48,,0,None,InnBucks,Mashonaland_East ENW1475,0,2025-09-22,2025-09-24,2025-10-28,2026-03-23,3076.27,136.76,6,Monthly,Rent,Male,19-Mar-1983,,3,Retail_Trade,75,572.43,2,Livestock,EcoCash,Harare AJL7031,1,2025-10-31,2025-11-20,2025-12-17,2026-05-19,2415.76,140.77,6,Monthly,Business_Expansion,Female,16-Dec-1964,Married,5,Education,32,210.52,8,Savings,EcoCash,Harare LWS0585,5,2025-04-23,2025-04-29,2025-05-24,2025-05-29,114.87,118.6,1,Weekly,Personal,Male,18-Dec-1982,Married,4,Agriculture,159,54.39,1,Property,Cash,Harare TXW9164,0,2025-06-07,2025-06-13,2025-07-24,2025-12-10,2530.61,17.96,6,Monthly,Farming_Inputs,Male,30-Mar-1993,Married,6,Transport,40,480.74,0,None,EcoCash,Harare EXD4634,0,2025-06-12,2025-06-20,2025-08-02,2025-12-17,2220.99,88.02,6,Monthly,Equipment,Male,24-May-1977,Married,5,Construction,97,,1,None,Bank_Transfer,Matabeleland_North KJW6467,2,2025-12-04,2025-12-09,2026-01-06,2026-09-05,1496.78,129.79,9,Monthly,Working_Capital,Female,26-Mar-1968,Married,,Informal_Sector,34,228.98,0,Livestock,EcoCash,Masvingo EZD2570,3,2025-03-28,2025-04-13,2025-05-24,2026-04-08,561.27,14.11,12,Monthly,Rent,Female,21-Feb-1994,Married,,Education,59,465.79,3,,EcoCash,Harare ZJV2396,0,2025-09-13,2025-09-19,2025-10-28,2026-09-14,1291.43,117.83,12,Monthly,Personal,Female,16-Feb-1978,Married,2,Retail_Trade,44,238.66,6,Savings,EcoCash,Harare OFC1459,0,2025-02-24,2025-02-27,2025-04-11,2026-02-22,1604.92,15.99,12,Monthly,Wedding,Male,24-Dec-1960,Single,4,Informal_Sector,17,408.23,4,Guarantor,OneMoney,Mashonaland_Central VFR3116,1,2026-02-15,2026-02-16,2026-03-28,2027-02-11,9882.3,126.57,12,Monthly,Working_Capital,Male,18-Jan-2004,Single,0,Healthcare,15,510.77,0,Savings,Cash,Mashonaland_East GMO1024,0,2025-06-20,2025-07-05,2025-08-13,2027-06-25,2198.4,130.91,24,Monthly,Business_Expansion,Male,18-Nov-1964,Married,3,Informal_Sector,15,243.02,1,None,InnBucks,Manicaland BWM2061,2,2025-08-11,2025-08-26,2025-09-27,2027-02-17,14416.44,12.21,18,Monthly,,Male,03-Jul-1969,Single,4,Mining,33,1148.18,1,Guarantor,Bank_Transfer,Midlands QTD8623,4,2025-03-30,2025-04-05,2025-05-04,2027-03-26,2527.13,18.87,24,Bi-Weekly,Equipment,Male,17-May-1997,Married,4,Informal_Sector,34,146.42,0,Savings,OneMoney,Harare KUM5250,3,2025-11-23,2025-12-11,2026-01-14,2027-12-01,533.68,15.67,24,Monthly,Medical,Female,12-May-1993,Married,3,Agriculture,96,365.24,0,None,EcoCash,Mashonaland_West RJI3984,2,2025-09-30,2025-10-12,2025-11-07,2027-10-02,4496.66,122.04,24,Monthly,Working_Capital,Male,12-Apr-1991,Divorced,2,Healthcare,93,419.8,3,Livestock,InnBucks,Mashonaland_East VCS6618,1,2026-01-29,2026-02-13,2026-03-15,2029-01-28,6389.9,94.46,36,Monthly,Business_Expansion,Female,01-Nov-1990,Single,2,Finance,50,861.42,4,Livestock,OneMoney,Masvingo XRI7782,4,2025-11-11,2025-11-26,2025-12-28,2028-11-10,8526.34,18.82,36,Monthly,Equipment,Male,14-Sep-1963,Single,6,Informal_Sector,40,308.88,2,Vehicle,Bank_Transfer,Masvingo TLU8006,4,2025-03-27,2025-03-28,2025-05-05,2029-03-07,19609.68,18.51,48,Monthly,Vehicle,Female,14-Jun-1994,Divorced,1,Manufacturing,36,839.68,0,Property,InnBucks,Masvingo KIP1222,4,2024-12-20,2025-01-10,2025-02-04,2026-12-31,3595.96,15.02,24,Monthly,Vehicle,Male,07-May-1968,Single,2,Manufacturing,77,173.08,1,Savings,Cash,Harare ZYW6392,5,2025-11-24,2025-11-28,2025-12-25,2025-12-28,346.47,149.31,1,Monthly,Rent,Female,27-Aug-2007,Single,1,Informal_Sector,10,266.32,1,,InnBucks,Bulawayo LQG6833,2,2026-01-03,2026-01-06,2026-02-17,2027-12-27,28673.29,11.5,24,Monthly,Equipment,Male,11-Dec-1962,Married,1,Mining,34,1889.97,1,Livestock,EcoCash,Mashonaland_West YZS6822,4,2025-02-05,2025-02-18,2025-03-24,2027-02-08,9199.81,17.06,24,Monthly,Vehicle,Female,25-Apr-1985,Married,3,Education,28,445.73,3,Vehicle,EcoCash,Harare WYB4183,1,2026-01-15,2026-01-17,2026-02-21,2028-01-07,1929.79,15.88,24,Monthly,Business_Expansion,Female,19-Apr-2001,Married,1,Agriculture,5,,6,,Bank_Transfer,Midlands JTZ2381,0,2025-03-20,2025-03-22,2025-04-23,2025-06-20,4469.08,138.38,3,Monthly,Farming_Inputs,Female,16-Mar-1995,Married,4,Education,94,560.92,3,None,Cash,Matabeleland_South WOI6716,2,2025-01-16,2025-01-29,2025-03-06,2026-01-24,962.1,13.66,12,Monthly,Farming_Inputs,Male,11-Aug-1970,Married,4,Healthcare,73,375.72,0,Vehicle,Bank_Transfer,Mashonaland_East CAH3623,1,2024-12-15,2025-01-03,2025-02-06,2026-12-24,17148.81,96.88,24,Bi-Weekly,Equipment,Female,03-Jan-1993,Single,0,NGO,44,1360.6,3,Vehicle,InnBucks,Matabeleland_North DHO8082,2,2025-04-18,2025-05-03,2025-06-02,2026-10-25,5673.19,129.38,18,Bi-Weekly,Farming_Inputs,Male,16-Jan-1957,Married,,Telecom,92,1055.4,2,Savings,OneMoney,Mashonaland_Central WBZ5686,1,2025-03-21,2025-03-23,2025-04-24,2028-03-07,12919.33,106.79,36,Monthly,Equipment,Male,06-Apr-1977,Single,,Informal_Sector,43,,0,Vehicle,EcoCash,Mashonaland_East PTJ3034,2,2025-05-27,2025-06-17,2025-07-14,2026-03-14,4256.28,11.0,9,Monthly,Livestock,Male,11-Feb-1971,Married,6,Informal_Sector,41,448.57,4,Property,EcoCash,Manicaland GOH6841,2,2025-04-08,2025-04-09,2025-05-15,2026-04-04,1827.81,11.82,12,Monthly,Working_Capital,Male,14-Feb-1964,Married,3,Construction,128,363.41,1,Livestock,EcoCash,Matabeleland_North IFK4684,0,2025-05-16,2025-05-19,2025-06-21,2026-05-14,5101.25,13.89,12,Monthly,Working_Capital,Female,26-Mar-1980,Married,2,Finance,68,654.12,0,None,EcoCash,Mashonaland_West NUC6904,2,2025-01-20,2025-02-03,2025-03-10,2026-01-29,4822.97,88.59,12,Bi-Weekly,Working_Capital,Female,16-Dec-1982,Married,5,Construction,33,413.46,2,None,Bank_Transfer,Harare VGA5416,2,2025-12-12,2025-12-19,2026-01-15,2026-09-15,3170.15,105.76,9,Monthly,Livestock,Female,24-Sep-2000,Single,3,Healthcare,17,651.27,1,Vehicle,Bank_Transfer,Manicaland YLK9460,4,2025-04-13,2025-04-19,2025-06-03,2026-04-14,4812.01,20.12,12,Weekly,Equipment,Male,20-Apr-1967,Widowed,,Agriculture,9,209.74,1,Vehicle,Cash,Harare DQW1972,1,2025-08-01,2025-08-12,2025-09-06,2026-08-07,3287.99,149.1,12,Monthly,Stock_Purchase,Female,18-Mar-1974,Married,5,Manufacturing,,307.74,6,Vehicle,Cash,Mashonaland_West FTN8264,0,2026-01-17,2026-01-22,2026-03-05,2027-01-17,1220.17,104.2,12,Monthly,Funeral,Male,30-May-1976,Married,8,,29,153.48,5,Livestock,EcoCash,Masvingo IGT3880,2,2025-06-03,2025-06-17,2025-07-17,2026-06-12,1603.69,74.38,12,Monthly,Farming_Inputs,Male,31-Mar-1984,Married,5,Construction,66,237.69,1,Vehicle,EcoCash,Harare FUA6770,3,2025-11-02,2025-11-16,2025-12-22,2026-11-11,589.3,15.18,12,Bi-Weekly,Debt_Consolidation,Male,13-Dec-1994,Single,6,Informal_Sector,10,,2,None,Cash,Bulawayo TLV7456,4,2025-06-04,2025-06-12,2025-07-26,2027-06-02,4458.58,15.96,24,Monthly,Vehicle,Male,26-Aug-2005,Single,1,Healthcare,28,716.75,0,Property,EcoCash,Mashonaland_West WWE3484,0,2025-02-09,2025-02-19,2025-03-16,2025-05-20,2003.56,74.9,3,Monthly,Debt_Consolidation,Male,01-Dec-1977,Married,6,Informal_Sector,34,391.84,3,Property,EcoCash,Bulawayo DTR9952,0,2025-05-11,2025-05-14,2025-06-26,2026-05-09,1779.09,,12,Monthly,Working_Capital,Female,05-Feb-1996,Married,1,Agriculture,,193.98,8,Livestock,EcoCash,Harare YNO1665,3,2025-01-24,2025-01-25,2025-03-08,2025-07-24,2129.88,13.89,6,Bi-Weekly,Debt_Consolidation,Female,11-Nov-1966,,,Informal_Sector,2,586.57,3,Property,EcoCash,Mashonaland_Central VGE9961,2,2025-02-17,2025-02-20,2025-04-02,2027-02-10,3340.09,91.94,24,Monthly,Equipment,Male,06-Jan-1993,Single,0,Manufacturing,49,515.77,2,Livestock,EcoCash,Midlands RUA4176,3,2025-08-27,2025-09-13,2025-10-13,2027-09-03,4545.11,15.28,24,Monthly,Rent,Female,24-Apr-1980,Divorced,2,NGO,78,1238.81,2,None,EcoCash,Mashonaland_West IKF0037,0,2026-02-11,2026-02-14,2026-03-15,2026-08-13,5608.41,113.81,6,Monthly,Wedding,Male,09-Oct-1962,Married,3,Telecom,151,888.46,3,Property,EcoCash,Manicaland YRO9974,3,2025-02-15,2025-02-26,2025-03-28,2025-08-25,556.75,14.55,6,Monthly,Debt_Consolidation,Female,15-Nov-1968,Married,3,Agriculture,,,1,Vehicle,Bank_Transfer,Manicaland GWY9006,0,2025-06-08,2025-06-24,2025-08-05,2027-06-14,1554.4,119.21,24,Monthly,School_Fees,Female,31-May-1995,Married,2,Transport,142,816.05,5,None,Bank_Transfer,Harare FVD7466,0,2025-06-14,2025-06-15,2025-07-28,2026-06-10,2982.54,17.59,12,Bi-Weekly,Home_Improvement,Female,01-Jul-1958,Divorced,5,Transport,43,947.81,0,Vehicle,Bank_Transfer,Midlands UHF3142,3,2025-12-13,2026-01-01,2026-02-10,2026-12-27,803.4,17.66,12,Weekly,Medical,Male,21-Dec-1966,Divorced,6,Education,95,329.81,0,Guarantor,EcoCash,Harare DEX6242,0,2026-02-19,2026-02-24,2026-04-06,2027-02-19,1298.05,120.81,12,Bi-Weekly,Medical,Female,12-Sep-2003,Single,3,Government,53,505.97,1,Property,InnBucks,Masvingo QXR3196,0,2025-03-18,2025-03-22,2025-04-24,2026-09-13,2166.42,13.97,18,Monthly,Wedding,Male,28-Feb-1970,Married,2,Mining,172,618.93,0,None,EcoCash,Matabeleland_South IYU8091,3,2025-03-12,2025-04-01,2025-05-05,2025-09-28,3759.42,15.1,6,Monthly,School_Fees,Male,11-May-1987,Divorced,4,Retail_Trade,40,,1,Guarantor,Bank_Transfer,Mashonaland_Central BCP0378,2,2025-11-25,2025-11-26,2025-12-26,2027-11-16,3196.79,94.67,24,Monthly,Working_Capital,Female,02-Feb-2000,Divorced,1,Agriculture,14,200.76,3,Property,Bank_Transfer,Harare IKD6628,0,2026-01-29,2026-02-15,2026-04-01,2026-05-16,4096.3,17.53,3,Weekly,Working_Capital,Female,18-Jan-1964,Widowed,,Government,116,711.11,4,Vehicle,EcoCash,Harare NEA8008,3,2025-11-16,2025-12-02,2025-12-28,2026-05-31,4559.28,97.59,6,Monthly,Personal,Male,07-Apr-1985,Single,,Healthcare,55,,1,None,Bank_Transfer,Mashonaland_Central IFL0400,1,2025-06-13,2025-06-23,2025-08-04,2026-06-18,40858.57,112.77,12,Weekly,Working_Capital,Male,20-Oct-1993,Single,4,Mining,78,1452.39,0,Vehicle,OneMoney,Midlands OWR3438,3,2025-03-20,2025-04-02,2025-04-28,2027-03-23,1179.1,13.68,24,Bi-Weekly,School_Fees,Female,20-Sep-1988,Single,,Agriculture,69,249.09,3,Guarantor,Cash,Manicaland YTR7954,2,2025-05-20,2025-05-21,2025-07-01,2026-05-16,3160.05,120.62,12,Monthly,Farming_Inputs,Male,11-Mar-1968,Married,3,Agriculture,55,260.01,2,Savings,EcoCash,Mashonaland_West UAG7922,0,2026-01-21,2026-01-25,2026-02-19,2027-01-20,2670.2,106.32,12,Monthly,,Female,05-Feb-1979,Married,5,Mining,84,780.74,1,Property,Cash,Harare MWS4567,2,2025-11-12,2025-11-29,2026-01-07,2027-05-23,2186.18,132.41,18,Monthly,Livestock,Male,12-Apr-1962,Single,2,Informal_Sector,27,260.47,1,None,EcoCash,Masvingo HYP0579,1,2025-07-16,2025-07-18,2025-08-21,2026-07-13,2262.38,12.14,12,Weekly,Working_Capital,Male,28-Jul-1974,Single,4,Agriculture,84,,2,Savings,Bank_Transfer,Bulawayo CWP1122,1,2025-06-18,2025-07-02,2025-07-28,2026-06-27,3379.13,17.17,12,Bi-Weekly,Business_Expansion,Male,11-Jun-1992,Divorced,3,Retail_Trade,126,433.32,2,Savings,InnBucks,Mashonaland_East GRI5844,5,2026-02-18,2026-02-22,2026-03-22,2026-05-23,1168.23,120.19,3,Weekly,Personal,Female,21-May-1997,Married,1,Transport,112,885.05,7,None,InnBucks,Harare ZNJ9881,0,2025-02-16,2025-02-24,2025-03-21,2025-08-23,1166.41,107.16,6,Monthly,Home_Improvement,Male,07-Jun-1970,Divorced,5,Agriculture,136,135.11,4,Property,EcoCash,Mashonaland_East AND9132,2,2025-02-20,2025-02-26,2025-03-28,2026-02-21,6338.67,82.22,12,Weekly,Working_Capital,Male,28-Jun-1965,Married,7,Manufacturing,132,752.11,0,Livestock,EcoCash,Matabeleland_North OTX1554,4,2025-05-18,2025-06-02,2025-07-06,2029-05-12,6251.18,19.8,48,Monthly,Vehicle,Male,15-Jun-1974,Married,4,Transport,34,,0,Property,Cash,Mashonaland_Central JZI9321,3,2026-01-18,2026-02-04,2026-03-02,2027-01-30,1114.75,15.15,12,Weekly,Personal,,31-Dec-1985,Married,3,Informal_Sector,4,389.64,3,Guarantor,EcoCash,Manicaland LLG6222,1,2025-08-18,2025-09-07,2025-10-22,2028-08-22,2404.06,14.56,36,Bi-Weekly,Stock_Purchase,Female,22-Jul-1991,Married,5,Agriculture,61,321.79,0,None,Bank_Transfer,Harare MDS9093,1,2025-12-14,2025-12-22,2026-01-25,2026-12-17,3788.72,138.32,12,Bi-Weekly,,Male,21-Oct-1999,Married,3,Retail_Trade,33,295.22,0,Savings,Cash,Manicaland QQB0215,2,2025-02-19,2025-03-12,2025-04-21,2026-09-03,4903.04,108.49,18,Monthly,Working_Capital,Female,28-Aug-1994,Married,2,Transport,110,,5,Livestock,EcoCash,Masvingo QQT6587,1,2025-11-23,2025-12-10,2026-01-11,2026-12-05,7732.78,122.5,12,Monthly,Business_Expansion,Male,06-Mar-1970,Married,1,Government,54,554.42,2,Savings,Cash,Mashonaland_East LOK7515,3,2025-02-01,2025-02-20,2025-03-28,2025-08-19,535.03,106.37,6,Monthly,School_Fees,Male,29-Nov-1972,Divorced,4,Agriculture,95,164.3,0,Guarantor,Cash,Matabeleland_South GYA7750,2,2025-06-08,2025-06-28,2025-07-28,2026-12-20,6082.71,112.7,18,Monthly,Working_Capital,Female,22-Sep-1991,Married,0,Education,57,649.24,0,Livestock,EcoCash,Midlands MNV7286,5,2026-01-12,2026-01-25,2026-03-04,2026-03-26,1017.06,136.4,2,Monthly,Medical,Male,10-May-1979,Married,5,Construction,86,747.26,2,None,Cash,Bulawayo YRI8408,4,2025-02-25,2025-03-18,2025-04-14,2026-03-13,4052.83,104.29,12,Bi-Weekly,Vehicle,Female,11-Nov-1995,Married,6,Construction,68,265.46,5,Property,EcoCash,Masvingo TWE1980,0,2025-08-17,2025-08-21,2025-09-26,2026-08-16,1767.65,126.41,12,Bi-Weekly,Farming_Inputs,Female,23-Dec-1994,Married,6,Manufacturing,118,,0,None,EcoCash,Harare ZVU6266,1,2024-12-26,2025-01-09,2025-02-12,2026-12-30,2159.68,123.73,24,Monthly,Business_Expansion,Male,18-Feb-1981,Married,7,Government,137,507.52,2,Savings,Cash,Manicaland RRG0247,0,2025-12-30,2026-01-08,2026-02-13,2026-07-07,1966.24,137.55,6,Bi-Weekly,Home_Improvement,Female,02-Dec-1985,Married,5,Government,76,771.14,6,Guarantor,EcoCash,Midlands HHD7862,0,2025-02-06,2025-02-22,2025-04-04,2025-05-23,285.68,100.82,3,Monthly,Business_Expansion,Male,26-Sep-1978,Married,7,Informal_Sector,15,,0,Savings,EcoCash,Matabeleland_South AJE1820,1,2025-03-20,2025-03-21,2025-04-20,2026-03-16,3996.8,14.98,12,Monthly,Stock_Purchase,Male,02-Aug-2003,Married,1,Retail_Trade,19,,1,Guarantor,EcoCash,Manicaland ZDR0733,0,2025-01-24,2025-02-12,2025-03-20,2025-08-11,2119.77,96.63,6,Monthly,Stock_Purchase,Female,21-Jan-1999,Married,5,Retail_Trade,14,662.01,1,Guarantor,InnBucks,Harare GGP3321,3,2024-12-16,2025-01-06,2025-02-09,2026-12-27,2216.59,15.52,24,Monthly,Personal,Female,29-Oct-1996,Married,2,Mining,71,,3,Guarantor,Bank_Transfer,Bulawayo CTU8248,4,2025-06-05,2025-06-20,2025-08-03,2026-12-12,21740.22,17.09,18,Monthly,Home_Improvement,Female,02-May-2000,Married,6,Government,32,971.34,2,Vehicle,Bank_Transfer,Mashonaland_East ETX7860,1,2025-04-24,2025-04-28,2025-06-09,2028-04-12,23329.85,139.09,36,Monthly,Business_Expansion,Male,01-Feb-1986,Divorced,3,Telecom,36,2219.38,1,Vehicle,Cash,Manicaland BYX4709,3,2025-04-25,2025-05-14,2025-06-08,2025-11-10,3028.09,89.03,6,Monthly,Personal,Female,22-Jun-1983,Married,6,Manufacturing,93,968.77,1,Guarantor,Cash,Mashonaland_East JER5258,2,2025-03-10,2025-03-11,2025-04-19,2026-03-06,2986.29,11.99,12,Monthly,Livestock,Male,02-May-1984,Married,2,Government,41,,1,Livestock,EcoCash,Bulawayo ATP7809,2,2025-12-22,2026-01-02,2026-01-27,2027-12-23,2018.36,87.2,24,Bi-Weekly,Farming_Inputs,Male,24-Nov-1979,Married,3,Agriculture,33,230.44,0,Guarantor,Cash,Matabeleland_North OOS9657,2,2024-12-30,2025-01-11,2025-02-23,2025-10-08,1335.58,92.78,9,Bi-Weekly,Farming_Inputs,Male,25-Mar-1990,Married,3,Agriculture,,110.95,2,None,Bank_Transfer,Harare YBH8650,0,2025-06-14,2025-06-18,2025-07-16,2026-12-10,2516.31,143.04,18,Monthly,Wedding,Female,02-Mar-1993,Married,2,Government,35,,3,Livestock,OneMoney,Manicaland VPU2235,1,2025-02-14,2025-03-02,2025-03-28,2027-02-20,14233.29,130.64,24,Monthly,Business_Expansion,Female,23-Mar-1997,Single,,Healthcare,57,693.66,1,Property,Bank_Transfer,Bulawayo AJE0878,4,2026-01-18,2026-01-29,2026-02-25,2027-07-23,23126.8,16.04,18,Weekly,Equipment,Male,11-Mar-1993,Married,3,Informal_Sector,,653.33,1,Guarantor,Cash,Bulawayo VOM0132,3,2025-04-25,2025-04-26,2025-05-26,2026-04-21,214.36,15.62,12,Weekly,Debt_Consolidation,Female,17-Jul-1978,Married,3,Informal_Sector,,50.05,3,Guarantor,EcoCash,Manicaland XPU7817,1,2025-06-25,2025-07-03,2025-08-07,2028-06-17,1992.56,128.34,36,Monthly,Working_Capital,Male,30-Apr-1984,Widowed,0,Informal_Sector,24,147.23,2,None,EcoCash,Manicaland MLD9068,1,2025-09-12,2025-09-26,2025-10-28,2027-03-20,7629.18,103.14,18,Monthly,Equipment,Female,14-May-1967,Single,2,Retail_Trade,79,534.41,6,None,Cash,Mashonaland_Central GAF5632,0,2025-12-09,2025-12-30,2026-02-04,2026-06-28,737.54,82.85,6,Bi-Weekly,Equipment,Male,26-Apr-1984,Single,1,Informal_Sector,,170.2,1,Guarantor,Cash,Harare KVJ6297,0,2025-07-23,2025-08-11,2025-09-10,2026-02-07,351.85,17.89,6,Monthly,Equipment,Female,07-Aug-2004,Divorced,,Agriculture,13,114.42,1,None,EcoCash,Harare BQD2750,5,2025-07-23,2025-07-25,2025-09-02,2026-01-21,888.73,172.66,6,Monthly,Medical,Male,25-Jul-1964,Divorced,1,Retail_Trade,117,407.34,5,Savings,Bank_Transfer,Mashonaland_West XFK0812,2,2025-08-17,2025-08-30,2025-10-02,2026-08-25,27814.08,15.85,12,Monthly,Working_Capital,Female,27-Mar-2000,Single,1,NGO,,1674.88,2,Savings,Cash,Matabeleland_South RBI8449,1,2026-02-01,2026-02-18,2026-03-19,2027-08-12,520.01,135.19,18,Monthly,Business_Expansion,Female,02-Aug-1985,Widowed,5,Informal_Sector,20,,2,None,Bank_Transfer,Harare XBJ4755,1,2025-07-29,2025-07-31,2025-08-28,2027-07-21,12340.55,15.06,24,Monthly,Stock_Purchase,Male,06-Apr-1992,Single,6,Healthcare,,591.78,2,Savings,Cash,Harare PUG4486,1,2025-03-30,2025-04-11,2025-05-13,2028-03-26,15664.31,14.34,36,Monthly,Stock_Purchase,Male,02-Sep-1981,Married,4,Manufacturing,40,841.13,2,Guarantor,EcoCash,Midlands SOK6661,2,2025-11-02,2025-11-07,2025-12-19,2026-11-02,1691.29,9.31,12,Monthly,Equipment,Female,29-May-1985,Married,1,Informal_Sector,7,,1,,Cash,Manicaland XXR7349,3,2025-12-17,2025-12-30,2026-02-03,2026-06-28,563.14,17.58,6,Monthly,Personal,Female,31-May-1995,Divorced,5,Agriculture,40,210.45,6,None,Cash,Harare HKP1866,1,2025-05-15,2025-06-05,2025-07-01,2026-05-31,5500.11,116.92,12,Monthly,Equipment,Male,15-Jan-1967,Widowed,0,Retail_Trade,24,322.36,2,Property,InnBucks,Harare YPM4023,5,2025-10-11,2025-10-30,2025-11-28,2026-04-28,446.46,148.12,6,Weekly,Funeral,Female,25-Apr-2006,Single,0,Retail_Trade,5,351.69,5,Vehicle,Cash,Mashonaland_East OZL2864,0,2025-01-30,2025-02-11,2025-03-21,2026-02-06,721.7,82.08,12,Monthly,School_Fees,Male,12-May-1990,Married,2,Informal_Sector,20,,2,None,EcoCash,Harare GQA0832,3,2025-10-21,2025-11-05,2025-12-02,2027-10-26,487.92,14.67,24,Monthly,Medical,Male,15-Jun-1962,Married,3,Informal_Sector,,236.16,0,Guarantor,EcoCash,Mashonaland_East MXU2531,1,2025-02-03,2025-02-23,2025-04-01,2025-08-22,3527.32,121.29,6,Monthly,Working_Capital,Female,10-Jun-1978,Married,4,Informal_Sector,30,208.94,2,Vehicle,Bank_Transfer,Mashonaland_West QYY3922,4,2025-01-02,2025-01-15,2025-02-28,2027-12-31,6709.67,13.44,36,Monthly,Home_Improvement,Male,01-Apr-1991,Married,4,Telecom,168,472.27,2,Vehicle,OneMoney,Manicaland RZJ6026,1,2025-03-28,2025-03-30,2025-05-08,2026-03-25,2286.82,145.06,12,Monthly,Business_Expansion,Female,06-Apr-1984,Married,5,Agriculture,52,,3,None,Cash,Midlands LCS1493,2,2025-08-14,2025-08-28,2025-09-25,2026-05-25,6440.61,10.91,9,Monthly,Equipment,Male,31-Mar-1966,Divorced,4,NGO,74,,1,Vehicle,EcoCash,Mashonaland_West QJP7869,0,2025-12-30,2026-01-08,2026-02-15,2026-07-07,5353.11,16.48,6,Bi-Weekly,Funeral,Female,24-Jun-1997,Single,6,Government,33,794.22,4,None,EcoCash,Harare VJO6966,5,2025-02-11,2025-02-12,2025-03-09,2025-03-14,1862.64,148.19,1,Bi-Weekly,Rent,Male,22-Aug-1981,Married,4,Construction,69,1071.97,3,None,EcoCash,Matabeleland_North OFL4209,0,2025-10-13,2025-10-16,2025-11-12,2027-10-06,2171.15,108.44,24,Monthly,Stock_Purchase,Male,11-Aug-1983,Married,4,Agriculture,51,478.17,3,None,Cash,Mashonaland_East PFZ9129,1,2025-06-27,2025-07-01,2025-08-13,2025-12-28,13756.07,15.97,6,Monthly,Stock_Purchase,Female,12-Feb-1988,Married,0,Mining,47,645.78,0,Guarantor,EcoCash,Mashonaland_West MZR6876,1,2025-09-27,2025-10-09,2025-11-10,2027-09-29,2434.66,115.53,24,Weekly,Equipment,Female,02-Dec-1975,Single,0,Informal_Sector,27,176.33,1,None,OneMoney,Mashonaland_West MCV7828,0,2025-03-04,2025-03-16,2025-04-19,2026-09-07,1466.83,111.86,18,Weekly,Livestock,Male,08-Dec-1993,Single,1,Mining,58,595.44,1,Savings,Bank_Transfer,Bulawayo SZN7612,3,2025-03-15,2025-03-31,2025-04-28,2026-03-26,493.21,12.91,12,Monthly,Debt_Consolidation,Female,29-Apr-1975,Married,3,Agriculture,33,226.73,4,None,OneMoney,Manicaland HNX6356,3,2026-01-11,2026-01-12,2026-02-18,2026-07-11,756.84,14.03,6,Monthly,Medical,Male,04-Jul-1997,Married,5,Transport,96,249.77,2,Guarantor,OneMoney,Midlands WKH3337,5,2025-10-17,2025-10-25,2025-11-22,2026-04-23,637.75,104.44,6,Weekly,Rent,Male,25-Jun-1997,Single,1,Healthcare,63,490.75,0,,InnBucks,Mashonaland_East PNI0320,2,2024-12-29,2025-01-16,2025-02-15,2026-01-11,17475.88,106.31,12,Bi-Weekly,Equipment,Male,13-Jul-1993,Single,1,Finance,35,1067.77,4,None,EcoCash,Mashonaland_East LSK2897,3,2025-06-23,2025-07-02,2025-08-07,2026-12-24,1014.57,14.9,18,Monthly,School_Fees,Male,13-Sep-1993,Married,3,Informal_Sector,45,336.37,1,Guarantor,OneMoney,Midlands AGY2805,3,2025-03-22,2025-04-11,2025-05-14,2026-04-06,3621.09,,12,Monthly,Medical,Male,09-Nov-1961,Married,8,Construction,62,806.35,1,Guarantor,EcoCash,Matabeleland_North FEB0191,0,2025-01-14,2025-01-29,2025-03-04,2025-07-28,766.46,116.92,6,Monthly,Equipment,Male,08-Apr-1978,Married,2,Informal_Sector,,181.56,3,Vehicle,Cash,Mashonaland_West ASI3597,2,2025-05-06,2025-05-13,2025-06-23,2026-11-04,1883.53,65.01,18,Monthly,Working_Capital,Female,04-Sep-1981,Widowed,4,Manufacturing,73,574.46,2,Livestock,OneMoney,Harare RAW3160,3,2025-07-07,2025-07-11,2025-08-11,2026-07-06,299.79,14.66,12,Monthly,Debt_Consolidation,Male,01-Jan-2004,Single,2,Agriculture,11,85.16,0,Savings,EcoCash,Harare SAL3837,0,2025-09-28,2025-10-03,2025-11-02,2026-09-28,3312.72,17.87,12,Monthly,Funeral,Female,30-May-1962,Married,5,,182,582.33,0,Guarantor,InnBucks,Matabeleland_North QMO1576,3,2025-10-30,2025-11-19,2025-12-28,2026-11-14,1716.16,15.63,12,Monthly,School_Fees,Female,14-Jul-2002,Single,0,Transport,14,,3,Guarantor,Bank_Transfer,Harare XCJ7065,2,2025-07-11,2025-07-19,2025-08-27,2027-01-10,4470.23,105.36,18,Monthly,Farming_Inputs,Male,05-Sep-1988,Single,1,Mining,125,750.75,0,Livestock,Cash,Midlands YKO2034,1,2025-11-10,2025-11-12,2025-12-10,2026-05-11,4373.66,78.69,6,Monthly,Business_Expansion,Female,12-Dec-1997,Married,3,,54,381.43,2,Guarantor,EcoCash,Mashonaland_West MYM0707,0,2025-04-28,2025-05-04,2025-06-05,2026-04-29,550.56,163.62,12,Monthly,Business_Expansion,Female,22-Mar-2000,Single,1,Agriculture,9,,2,Guarantor,Bank_Transfer,Mashonaland_West GOD1525,0,2025-02-20,2025-02-28,2025-03-28,2025-05-29,3364.9,145.08,3,Monthly,Wedding,Female,05-Mar-2003,Single,3,Education,4,388.91,3,Property,OneMoney,Harare YGS6472,2,2025-10-29,2025-10-30,2025-12-05,2027-04-23,4303.67,91.67,18,Weekly,Equipment,Male,24-Apr-1987,Single,4,Agriculture,,446.26,2,Livestock,EcoCash,Masvingo MVR6731,4,2025-09-04,2025-09-09,2025-10-15,2028-08-24,5316.8,20.89,36,Monthly,Home_Improvement,Female,03-Jun-2005,Single,2,Retail_Trade,12,479.77,2,Savings,EcoCash,Mashonaland_West AQY0818,1,2025-11-13,2025-11-24,2025-12-28,2026-11-19,6347.35,119.71,12,Monthly,Equipment,Male,29-Apr-1970,Divorced,2,Education,27,384.39,0,None,Cash,Harare GWL4324,1,2025-08-17,2025-08-29,2025-09-26,2026-08-24,4098.08,81.34,12,Monthly,Stock_Purchase,Female,11-Feb-2004,Married,0,Agriculture,33,377.57,0,Guarantor,Bank_Transfer,Matabeleland_North SAL3804,1,2025-03-26,2025-04-14,2025-05-18,2026-04-09,22304.63,,12,Monthly,Working_Capital,Male,15-Feb-2006,Married,0,Telecom,11,1059.32,0,Guarantor,Cash,Mashonaland_Central LXN5221,1,2025-09-15,2025-09-17,2025-10-26,2027-09-07,2837.39,16.22,24,Monthly,Business_Expansion,Male,06-Mar-1959,Married,6,Agriculture,87,,0,Vehicle,EcoCash,Harare UXM8042,3,2025-09-05,2025-09-06,2025-10-16,2026-09-01,2438.93,17.95,12,Monthly,,Female,14-Apr-1985,Married,3,Government,27,927.22,0,None,Bank_Transfer,Mashonaland_East GOH7601,2,2025-06-07,2025-06-11,2025-07-19,2026-06-06,5423.59,10.19,12,Bi-Weekly,Equipment,Male,10-Jan-1963,Single,3,Construction,53,451.22,1,Property,EcoCash,Mashonaland_West UOH2212,4,2025-11-13,2025-11-22,2026-01-03,2026-11-17,1427.19,15.13,12,Monthly,,Female,24-Nov-1996,Married,3,Informal_Sector,,90.21,0,Livestock,Cash,Manicaland YUH8545,1,2025-11-20,2025-12-07,2026-01-08,2026-12-02,3003.41,106.36,12,Monthly,Equipment,Female,04-Sep-1973,Divorced,4,Informal_Sector,20,208.0,1,,Bank_Transfer,Mashonaland_Central UVO5135,2,2025-11-26,2025-12-09,2026-01-13,2026-06-07,10783.53,74.77,6,Monthly,Farming_Inputs,Male,24-May-1988,Single,,Mining,61,1112.4,0,Savings,Bank_Transfer,Mashonaland_West VGV2371,0,2025-02-01,2025-02-22,2025-04-01,2026-02-17,736.69,98.0,12,Monthly,Livestock,Female,30-Nov-1993,Married,0,Government,60,224.42,0,Savings,Cash,Bulawayo MSD1546,1,2025-11-24,2025-12-01,2026-01-11,2026-11-26,9351.39,13.94,12,Monthly,Working_Capital,Male,04-Nov-1960,Divorced,4,Informal_Sector,8,594.44,2,Savings,EcoCash,Bulawayo QVY5202,5,2026-01-07,2026-01-26,2026-02-20,2026-02-25,480.86,120.96,1,Weekly,Medical,Male,22-Mar-1974,Married,,Government,143,409.97,1,Guarantor,OneMoney,Harare MDH9411,2,2025-01-25,2025-02-10,2025-03-12,2025-11-07,3752.85,75.57,9,Bi-Weekly,Farming_Inputs,Male,28-Nov-1976,Married,3,Government,,438.65,1,Guarantor,Cash,Manicaland XRP3871,0,2025-05-02,2025-05-23,2025-06-26,2027-05-13,4968.16,13.31,24,Weekly,Funeral,Male,15-Dec-1962,Married,4,Government,190,,0,Savings,Bank_Transfer,Harare IDL4446,2,2025-03-18,2025-03-31,2025-04-25,2027-03-21,4487.25,15.39,24,Bi-Weekly,Farming_Inputs,Male,08-Apr-1969,Married,3,Mining,22,1332.52,5,None,OneMoney,Masvingo SVT0852,5,2026-01-10,2026-01-23,2026-03-01,2026-04-23,3626.67,116.33,3,Weekly,Personal,Male,21-Sep-1985,Married,,Telecom,141,,2,Guarantor,Bank_Transfer,Bulawayo STW1369,1,2026-01-19,2026-01-20,2026-03-03,2026-07-19,6634.49,142.03,6,Monthly,Equipment,Female,24-Aug-1981,Married,2,Education,64,450.75,2,Vehicle,Bank_Transfer,Harare KDX8757,1,2025-05-05,2025-05-21,2025-06-25,2025-11-17,10310.91,13.38,6,Monthly,Business_Expansion,Female,26-Sep-1993,Single,1,Retail_Trade,36,695.46,4,Livestock,EcoCash,Manicaland OKA2718,4,2025-03-11,2025-03-28,2025-04-28,2029-03-07,3615.8,13.43,48,Bi-Weekly,Home_Improvement,Male,04-Sep-1975,Married,4,Informal_Sector,19,258.38,0,None,OneMoney,Bulawayo KGZ0857,2,2025-02-14,2025-03-07,2025-04-20,2026-08-29,570.89,104.87,18,Monthly,Working_Capital,Female,09-Apr-1965,Married,4,Informal_Sector,3,203.62,2,Property,Cash,Manicaland HXT1988,0,2025-08-07,2025-08-28,2025-10-01,2026-08-23,1615.18,102.78,12,Monthly,Debt_Consolidation,Male,28-Sep-1997,Married,1,Government,59,228.09,0,Vehicle,Cash,Midlands PPL4821,3,2025-06-21,2025-06-22,2025-07-24,2027-06-12,660.41,19.0,24,Monthly,Personal,Male,17-Jan-1964,Married,1,Construction,43,397.79,0,Guarantor,Cash,Mashonaland_West ZSA7657,1,2026-02-03,2026-02-17,2026-03-28,2026-08-16,4225.41,134.67,6,Monthly,Equipment,Male,09-May-2000,Married,3,Informal_Sector,3,,2,None,Cash,Mashonaland_West CCD7293,3,2025-01-03,2025-01-13,2025-02-18,2027-01-03,190.19,17.14,24,Bi-Weekly,Debt_Consolidation,Female,17-Mar-1981,Divorced,0,Informal_Sector,28,98.19,0,Livestock,Cash,Mashonaland_West XPP4684,3,2025-09-05,2025-09-21,2025-10-28,2026-03-20,981.28,13.73,6,Monthly,Medical,Male,15-Sep-1988,Married,3,Government,70,713.76,2,Guarantor,OneMoney,Bulawayo MYE1200,3,2025-04-20,2025-05-04,2025-06-15,2026-10-26,855.97,13.38,18,Monthly,Medical,Male,15-Feb-1998,Married,1,Informal_Sector,17,277.01,0,,Bank_Transfer,Manicaland DNA6848,3,2025-11-08,2025-11-21,2025-12-18,2026-11-16,1294.43,15.01,12,Monthly,Debt_Consolidation,Male,08-Jan-2006,Single,0,Manufacturing,7,365.29,2,Vehicle,OneMoney,Masvingo WAX9047,4,2025-11-07,2025-11-24,2025-12-28,2028-11-08,11356.22,15.49,36,Bi-Weekly,Home_Improvement,Female,30-Dec-1984,Married,3,Finance,59,1392.84,0,,EcoCash,Matabeleland_South JHL5576,0,2025-11-14,2025-11-22,2025-12-28,2026-05-21,3120.5,13.33,6,Monthly,School_Fees,Male,18-Mar-1998,Married,5,Retail_Trade,28,972.4,2,Guarantor,EcoCash,Mashonaland_East HMH5026,3,2025-05-10,2025-05-29,2025-06-24,2026-05-24,1411.54,13.94,12,Monthly,,Male,18-Dec-1972,Married,1,Transport,22,333.25,0,Guarantor,InnBucks,Masvingo EQK7900,2,2025-04-20,2025-04-28,2025-05-28,2026-04-23,3796.14,100.81,12,Monthly,Livestock,Male,28-Dec-1997,Divorced,3,Transport,38,643.12,3,None,Cash,Mashonaland_West THU0418,2,2026-01-03,2026-01-13,2026-02-21,2028-01-03,8335.41,69.11,24,Monthly,Equipment,Male,03-Apr-1994,Married,4,Telecom,44,802.3,0,Savings,Bank_Transfer,Mashonaland_West AAN1264,2,2025-06-21,2025-07-11,2025-08-07,2026-07-06,2391.93,11.4,12,Monthly,Working_Capital,Female,30-Jan-1970,Divorced,5,Agriculture,76,187.03,0,Guarantor,EcoCash,Masvingo FGB5363,0,2026-02-17,2026-02-19,2026-03-26,2028-02-09,3183.58,107.05,24,Monthly,Farming_Inputs,Female,14-Oct-1975,Divorced,1,Government,174,,3,None,InnBucks,Mashonaland_Central CTK2833,1,2025-06-15,2025-06-19,2025-07-27,2025-12-16,3044.05,95.29,6,Monthly,Business_Expansion,Female,04-Nov-1981,Widowed,6,Agriculture,57,230.22,1,,Bank_Transfer,Mashonaland_West DVB6982,1,2025-06-30,2025-07-06,2025-08-18,2026-12-28,3004.91,103.37,18,Monthly,Stock_Purchase,Male,10-Dec-1994,Married,3,Agriculture,66,270.21,2,Guarantor,EcoCash,Manicaland RNQ9043,0,2025-02-25,2025-03-14,2025-04-12,2025-09-10,3051.79,14.94,6,Monthly,Vehicle,Female,28-Dec-1957,Single,3,Mining,119,865.62,2,None,Bank_Transfer,Harare PYH6242,3,2025-04-19,2025-05-02,2025-05-28,2027-04-22,2850.06,18.37,24,Monthly,Rent,Female,09-Apr-1968,Married,6,Retail_Trade,115,696.58,1,None,Bank_Transfer,Harare NJQ7029,2,2025-02-02,2025-02-14,2025-03-19,2027-02-04,3147.4,107.91,24,Monthly,Equipment,Female,04-May-1982,Married,0,Informal_Sector,18,367.9,5,Guarantor,EcoCash,Harare XXQ2266,0,2025-03-13,2025-03-14,2025-04-22,2025-09-10,987.58,117.77,6,Monthly,Personal,Male,12-Oct-1991,Married,2,Construction,136,379.15,4,None,InnBucks,Bulawayo TWF8468,4,2025-12-24,2025-12-31,2026-02-04,2026-12-26,2966.17,19.16,12,Weekly,Home_Improvement,Male,17-Feb-1992,Married,3,Agriculture,59,138.5,2,None,OneMoney,Mashonaland_West PBX1659,3,2025-12-01,2025-12-12,2026-01-20,2027-12-02,1088.57,11.88,24,Bi-Weekly,Medical,Male,18-Feb-1987,Married,3,,50,,3,Savings,EcoCash,Midlands VYE6525,0,2024-12-24,2025-01-08,2025-02-16,2026-01-03,357.1,170.07,12,Monthly,Business_Expansion,Female,28-Aug-1981,Widowed,,Agriculture,115,152.3,1,None,Cash,Mashonaland_Central XGZ7303,3,2026-02-02,2026-02-09,2026-03-21,2027-08-03,486.6,13.1,18,Weekly,Debt_Consolidation,Female,23-Oct-1967,Married,3,Agriculture,129,184.01,0,Guarantor,EcoCash,Matabeleland_North JWG0572,2,2025-07-28,2025-07-31,2025-09-14,2027-07-21,2152.57,101.19,24,Bi-Weekly,Working_Capital,Male,01-May-1977,Married,1,Agriculture,35,,3,,InnBucks,Bulawayo GCZ5567,0,2026-02-06,2026-02-14,2026-03-11,2027-02-09,14363.04,97.42,12,Bi-Weekly,Equipment,Male,09-Apr-1965,Married,5,Finance,123,2482.94,2,None,Bank_Transfer,Mashonaland_West OEK7979,3,2025-11-21,2025-12-10,2026-01-09,2026-06-08,1458.73,,6,Bi-Weekly,School_Fees,Female,05-Mar-2002,Single,0,Government,37,597.89,0,Guarantor,EcoCash,Masvingo IQR1080,1,2026-01-04,2026-01-14,2026-02-24,2027-07-08,2768.0,12.7,18,Monthly,Business_Expansion,Female,21-Mar-1999,Married,3,Agriculture,40,164.49,2,None,EcoCash,Bulawayo EGP3030,1,2025-01-09,2025-01-21,2025-02-16,2026-07-15,6650.0,133.69,18,Weekly,Business_Expansion,Male,05-Nov-1967,Divorced,,Mining,104,1215.79,1,,,Mashonaland_East KXD1325,2,2025-12-13,2025-12-22,2026-01-21,2026-09-18,3350.66,112.03,9,Monthly,Equipment,Male,29-Dec-1987,Married,3,Agriculture,76,244.87,5,Guarantor,EcoCash,Harare AHW4029,3,2025-08-18,2025-08-19,2025-10-03,2026-08-14,834.59,18.03,12,Weekly,Debt_Consolidation,Male,27-Sep-1992,Married,0,Informal_Sector,37,284.75,4,Guarantor,Bank_Transfer,Bulawayo ZDL7831,4,2025-02-16,2025-03-06,2025-04-10,2026-03-01,7045.12,107.18,12,Monthly,Vehicle,Male,22-Oct-1985,Married,4,Retail_Trade,152,240.44,1,Vehicle,Bank_Transfer,Harare UUC1303,0,2025-10-01,2025-10-07,2025-11-07,2026-04-05,367.6,89.03,6,Monthly,Business_Expansion,Male,11-May-2006,Single,0,Agriculture,19,114.59,5,None,OneMoney,Mashonaland_Central JHW4195,1,2025-02-01,2025-02-14,2025-03-15,2025-08-13,1458.89,11.64,6,Monthly,Business_Expansion,Male,21-Feb-1991,Married,2,Informal_Sector,10,104.37,1,Guarantor,Cash,Manicaland UQA3823,4,2025-01-20,2025-02-10,2025-03-21,2028-01-26,10835.19,112.32,36,Monthly,Vehicle,Male,22-Jan-1965,Married,0,Manufacturing,54,548.39,6,,EcoCash,Harare VHB0197,3,2025-05-06,2025-05-22,2025-07-06,2027-05-12,548.86,19.3,24,Monthly,Medical,Female,20-Apr-1977,Married,8,Informal_Sector,12,217.58,6,Savings,EcoCash,Mashonaland_Central BVR4732,1,2025-04-04,2025-04-09,2025-05-22,2028-03-24,6582.12,103.11,36,Monthly,Stock_Purchase,Female,25-Nov-1991,Divorced,2,Informal_Sector,7,590.17,1,Property,EcoCash,Mashonaland_West MWL6209,3,2026-02-01,2026-02-14,2026-03-24,2027-08-08,1780.34,16.11,18,Monthly,Rent,Male,16-Dec-1978,Widowed,5,NGO,87,1267.52,4,Guarantor,EcoCash,Mashonaland_West USW0558,5,2025-03-09,2025-03-28,2025-04-25,2025-09-24,496.35,154.85,6,Weekly,Rent,Male,28-Mar-1977,Single,1,Construction,,472.44,0,None,OneMoney,Harare PED1745,4,2025-12-29,2026-01-17,2026-02-17,2029-01-01,11654.89,17.39,36,Bi-Weekly,Home_Improvement,Female,19-Jul-1983,Divorced,2,Government,47,,0,None,InnBucks,Bulawayo KZU0103,0,2025-10-05,2025-10-26,2025-11-21,2026-04-24,1697.21,143.79,6,Monthly,Working_Capital,Female,02-Dec-1956,Married,6,Agriculture,116,291.16,3,Livestock,OneMoney,Harare AKF9929,2,2025-09-04,2025-09-18,2025-10-13,2027-03-12,1536.03,10.75,18,Monthly,Working_Capital,Male,10-Sep-2000,Married,1,Informal_Sector,16,230.05,2,Guarantor,OneMoney,Midlands XHX5246,0,2026-01-29,2026-02-04,2026-03-20,2026-08-03,3061.85,163.89,6,Monthly,Stock_Purchase,Male,12-Jul-1969,Married,5,Education,148,403.94,0,Savings,Cash,Matabeleland_North SFA0308,1,2026-02-02,2026-02-10,2026-03-10,2026-08-09,5813.05,89.72,6,Weekly,Business_Expansion,Male,22-Jul-1980,Married,2,Education,108,371.91,5,Guarantor,Bank_Transfer,Mashonaland_West DVD4120,0,2025-10-25,2025-10-28,2025-12-07,2027-04-21,2505.29,15.21,18,Monthly,Personal,Female,18-Aug-1996,Divorced,4,Education,38,672.64,4,None,Bank_Transfer,Mashonaland_West ESO9920,0,2025-03-29,2025-04-10,2025-05-06,2025-10-07,3088.9,17.82,6,Monthly,Personal,Female,18-Dec-1961,Married,5,Mining,63,911.96,1,,OneMoney,Harare SRL6640,1,2025-07-10,2025-07-20,2025-08-25,2027-01-11,4237.37,118.56,18,Monthly,Stock_Purchase,Male,07-Mar-1995,Single,5,Retail_Trade,15,458.92,1,Livestock,Cash,Mashonaland_West CUR0551,4,2025-03-29,2025-04-13,2025-05-11,2029-03-23,5859.3,86.0,48,Monthly,Home_Improvement,Female,16-Aug-1996,Single,4,Manufacturing,48,501.67,0,Livestock,EcoCash,Harare ZRZ9828,2,2025-08-22,2025-08-28,2025-10-04,2026-05-25,2150.24,95.42,9,Monthly,Livestock,Male,27-Nov-1969,Single,5,Informal_Sector,,286.07,1,Livestock,EcoCash,Harare JHZ8593,0,2025-02-14,2025-03-05,2025-04-09,2025-09-01,3724.61,126.07,6,Monthly,Vehicle,Female,17-Sep-1995,Married,2,NGO,124,878.56,1,None,Bank_Transfer,Matabeleland_South NHF5531,0,2025-06-15,2025-07-01,2025-08-03,2026-12-23,2235.93,86.13,18,Monthly,Rent,Male,19-Oct-1993,Married,0,Informal_Sector,28,416.8,2,Guarantor,Bank_Transfer,Mashonaland_East FQR9806,2,2025-01-08,2025-01-15,2025-02-12,2026-07-09,1772.08,126.42,18,Monthly,Equipment,Male,20-Jun-2003,Married,2,Informal_Sector,43,231.21,3,Livestock,InnBucks,Matabeleland_South ADB1496,4,2025-07-05,2025-07-24,2025-08-28,2027-01-15,29829.81,15.49,18,Bi-Weekly,Equipment,Female,23-Apr-2001,Single,1,Government,58,906.67,1,Property,EcoCash,Bulawayo CYJ8609,3,2025-12-22,2025-12-24,2026-02-01,2026-06-22,1591.92,17.62,6,Monthly,Rent,Male,01-Jul-1966,,4,Agriculture,93,,4,Guarantor,EcoCash,Harare PBY4400,0,2025-03-03,2025-03-14,2025-04-13,2025-09-10,1786.69,166.24,6,Monthly,Wedding,Female,16-Jul-1987,Married,4,Retail_Trade,63,956.06,0,None,Cash,Midlands LKQ7118,0,2025-10-26,2025-11-05,2025-12-20,2026-10-31,1882.85,16.9,12,Bi-Weekly,Farming_Inputs,Male,18-Apr-1999,Married,0,Retail_Trade,6,,0,None,OneMoney,Mashonaland_East PJM6055,2,2025-08-22,2025-08-26,2025-09-27,2027-02-17,1645.39,83.09,18,Monthly,Farming_Inputs,Female,31-Dec-1979,Married,5,Informal_Sector,26,311.97,0,Livestock,EcoCash,Harare CDO6881,3,2025-12-20,2025-12-22,2026-01-16,2027-12-12,432.16,15.54,24,Monthly,Debt_Consolidation,Female,06-Oct-2004,Single,0,Agriculture,27,157.95,1,Savings,EcoCash,Manicaland DRF7884,2,2025-04-11,2025-04-26,2025-05-28,2026-04-21,3255.08,12.67,12,Monthly,Working_Capital,Male,02-Mar-1998,Married,4,Government,44,512.38,3,Vehicle,Bank_Transfer,Harare OLC5061,2,2025-12-10,2025-12-26,2026-02-02,2027-06-19,1485.47,114.44,18,Monthly,Farming_Inputs,Male,19-May-1995,Single,0,Retail_Trade,21,305.89,8,Livestock,Cash,Masvingo AKG8619,0,2026-01-07,2026-01-09,2026-02-15,2026-04-09,1038.43,15.44,3,Monthly,Equipment,Female,21-Jul-1994,Married,2,Government,109,323.82,2,Savings,Bank_Transfer,Mashonaland_West GES7925,0,2025-11-04,2025-11-13,2025-12-25,2027-05-07,2395.27,16.11,18,Monthly,Personal,Female,18-Sep-1984,Married,3,Informal_Sector,7,296.26,5,Savings,EcoCash,Mashonaland_West OPE3417,0,2025-06-15,2025-06-30,2025-08-12,2026-12-22,5508.52,14.07,18,Monthly,Medical,Female,15-Dec-1973,Married,3,Government,57,645.75,1,Property,Bank_Transfer,Harare TWP5888,0,2025-10-28,2025-11-15,2025-12-11,2026-11-10,3111.89,14.39,12,Monthly,Medical,Female,13-Sep-1991,Widowed,,Education,72,,2,None,Bank_Transfer,Harare TNJ4880,0,2025-09-26,2025-09-27,2025-10-28,2026-09-22,1006.92,109.91,12,Monthly,Business_Expansion,Male,18-Aug-1965,Married,3,Informal_Sector,39,441.47,2,None,Bank_Transfer,Harare XYM6908,1,2025-05-12,2025-05-25,2025-07-06,2027-05-15,3947.1,130.97,24,Monthly,Stock_Purchase,Male,25-Sep-1994,Married,,Agriculture,103,,2,None,EcoCash,Midlands OTV7462,1,2025-08-07,2025-08-08,2025-09-09,2026-08-03,5289.65,14.49,12,Monthly,Equipment,Male,30-Nov-1990,Divorced,2,Retail_Trade,84,307.97,3,Vehicle,EcoCash,Harare QDM0499,1,2025-02-21,2025-03-12,2025-04-24,2026-03-07,3981.79,16.48,12,Monthly,Working_Capital,Male,17-Feb-1973,Married,0,Informal_Sector,30,181.67,1,None,EcoCash,Manicaland XXX7106,1,2025-12-21,2025-12-24,2026-02-05,2028-12-08,3556.96,78.82,36,Monthly,Equipment,Female,27-Nov-1997,Married,3,Education,78,427.03,1,Property,Bank_Transfer,Harare CEY7529,0,2025-03-23,2025-04-08,2025-05-22,2026-09-30,2600.34,150.13,18,Monthly,Home_Improvement,Female,26-Apr-1990,Single,2,Finance,29,792.76,1,Vehicle,Bank_Transfer,Midlands EQG7914,3,2025-06-26,2025-06-27,2025-07-25,2026-12-19,2207.93,11.94,18,Bi-Weekly,Personal,Female,09-Apr-2005,Widowed,2,Healthcare,14,470.06,2,Guarantor,Cash,Manicaland HQH7800,1,2025-02-22,2025-03-03,2025-03-28,2028-02-16,3321.91,134.33,36,Monthly,Business_Expansion,Male,24-Apr-1982,Married,6,Informal_Sector,16,259.4,1,Vehicle,InnBucks,Mashonaland_Central FDK8158,4,2026-01-25,2026-01-31,2026-03-05,2028-01-21,27328.3,15.99,24,Monthly,Home_Improvement,Male,10-Aug-1967,Married,2,Telecom,84,1061.38,1,,Bank_Transfer,Harare VLN1057,0,2025-06-21,2025-07-09,2025-08-23,2026-07-04,5909.01,92.23,12,Monthly,Livestock,Male,12-May-1978,Married,0,Mining,34,738.29,2,Savings,Bank_Transfer,Masvingo QYX1812,3,2025-07-21,2025-08-06,2025-09-15,2026-08-01,892.8,14.64,12,Monthly,Debt_Consolidation,Male,28-Mar-1982,Married,4,Manufacturing,87,452.01,3,Guarantor,InnBucks,Mashonaland_Central UFM6656,2,2025-08-20,2025-09-06,2025-10-20,2026-06-03,10400.27,81.01,9,Monthly,Farming_Inputs,Female,13-Feb-1972,Married,,Education,127,724.66,2,Property,Bank_Transfer,Mashonaland_West HIF2994,2,2026-01-26,2026-02-01,2026-03-16,2026-07-31,3084.71,124.73,6,Monthly,Equipment,Male,03-Feb-1984,Married,4,Agriculture,88,263.01,0,Savings,InnBucks,Manicaland EPT6107,4,2026-01-25,2026-02-06,2026-03-07,2028-01-27,10503.0,18.88,24,Monthly,Equipment,Male,21-Apr-1984,Single,4,Education,36,410.33,1,,EcoCash,Manicaland SVH5874,5,2025-12-19,2025-12-21,2026-01-24,2026-06-19,5569.02,133.45,6,Bi-Weekly,Personal,Male,15-Jun-1973,Married,5,Telecom,24,2247.55,1,,Bank_Transfer,Mashonaland_Central GIO5888,1,2025-11-06,2025-11-08,2025-12-17,2026-05-07,5057.66,116.25,6,Monthly,Business_Expansion,Female,21-Feb-1959,Single,2,Education,80,,3,Property,OneMoney,Mashonaland_West MPK6697,3,2026-01-30,2026-02-03,2026-03-15,2027-01-29,775.99,12.15,12,Monthly,Rent,Female,14-Apr-1985,Married,4,Informal_Sector,6,225.39,6,None,EcoCash,Harare JHJ6002,0,2025-08-08,2025-08-25,2025-09-28,2027-02-16,5466.0,150.46,18,Monthly,Farming_Inputs,Male,23-Dec-1978,Widowed,6,Retail_Trade,40,630.38,0,Property,EcoCash,Bulawayo WQB2834,0,2025-01-31,2025-02-20,2025-03-28,2026-08-14,1882.56,128.06,18,Monthly,Debt_Consolidation,Male,16-Jan-1975,Widowed,2,Education,53,459.82,0,Guarantor,EcoCash,Mashonaland_West QKK7312,1,2025-10-09,2025-10-12,2025-11-08,2027-10-02,4505.22,13.33,24,Monthly,Business_Expansion,Male,05-May-1966,Widowed,3,Agriculture,23,245.23,0,Savings,InnBucks,Midlands YJZ3677,1,2025-02-05,2025-02-11,2025-03-17,2027-02-01,9917.45,127.26,24,Bi-Weekly,Stock_Purchase,Male,09-Feb-1997,Single,0,Informal_Sector,16,486.69,5,Livestock,Bank_Transfer,Harare MBG7300,1,2025-02-06,2025-02-23,2025-03-25,2026-02-18,13516.19,112.67,12,Monthly,Equipment,Male,27-Oct-2003,Single,2,Manufacturing,19,,0,Vehicle,Bank_Transfer,Matabeleland_South NGX9445,2,2025-04-29,2025-05-13,2025-06-25,2027-05-03,8384.77,89.62,24,Weekly,Farming_Inputs,Male,01-Feb-2002,Single,1,Government,27,830.23,0,Livestock,EcoCash,Manicaland QTU8109,2,2025-10-07,2025-10-12,2025-11-18,2027-10-02,2201.3,80.04,24,Weekly,Farming_Inputs,Male,06-Mar-2004,Single,3,Government,11,,2,Vehicle,EcoCash,Masvingo OLI7614,2,2026-02-17,2026-02-27,2026-04-05,2026-11-24,5661.46,10.22,9,Monthly,Farming_Inputs,Male,04-Apr-1986,Married,4,Transport,141,438.39,3,Guarantor,Bank_Transfer,Harare FSG4468,0,2025-02-23,2025-03-02,2025-04-14,2025-08-29,1756.48,16.68,6,Monthly,Wedding,Female,15-Sep-1974,Married,4,Education,71,395.55,5,None,EcoCash,Manicaland RCH3872,0,2026-01-21,2026-01-28,2026-03-10,2028-01-18,2150.26,108.89,24,Monthly,Medical,Female,08-Apr-1981,Married,6,Education,115,,4,Guarantor,InnBucks,Bulawayo YXB5864,0,2025-12-25,2025-12-28,2026-02-10,2026-06-26,19549.0,120.43,6,Bi-Weekly,Debt_Consolidation,Male,16-Apr-1993,Single,3,Finance,88,2123.92,1,Property,Bank_Transfer,Bulawayo HOR7464,1,2025-07-28,2025-08-06,2025-09-15,2026-08-01,1129.75,,12,Monthly,Business_Expansion,Male,03-Apr-1997,Married,1,Agriculture,57,73.09,2,None,EcoCash,Harare EIC2487,0,2026-01-28,2026-02-09,2026-03-06,2028-01-30,6430.94,17.07,24,Monthly,Farming_Inputs,Female,03-Apr-1996,Single,0,Mining,7,864.65,1,Guarantor,EcoCash,Manicaland CCJ3339,2,2026-01-28,2026-01-30,2026-03-12,2027-07-24,5743.92,134.95,18,Monthly,Farming_Inputs,Male,15-Oct-1995,Single,2,Mining,134,931.97,1,Vehicle,InnBucks,Mashonaland_West RQJ9221,0,2025-07-30,2025-08-19,2025-10-01,2026-02-15,805.95,136.16,6,Bi-Weekly,Debt_Consolidation,Female,26-Aug-1992,Married,2,Education,134,471.03,1,Guarantor,Bank_Transfer,Mashonaland_East HAO7587,0,2025-05-04,2025-05-22,2025-07-03,2026-05-17,408.81,15.36,12,Monthly,Working_Capital,Female,05-Jan-1965,Single,4,Manufacturing,68,234.37,6,None,EcoCash,Mashonaland_West KNM1584,1,2025-11-03,2025-11-20,2025-12-17,2028-11-04,3105.08,89.84,36,Monthly,Business_Expansion,Male,29-Sep-1957,Married,5,Retail_Trade,26,516.76,3,Vehicle,Bank_Transfer,Harare WLN0973,0,2025-04-08,2025-04-10,2025-05-17,2025-07-09,2796.72,15.1,3,Monthly,Vehicle,Female,09-Mar-1970,Single,8,Construction,39,454.94,1,None,Bank_Transfer,Harare WER8629,2,2026-01-12,2026-01-31,2026-03-10,2027-07-25,13251.14,90.6,18,Bi-Weekly,Working_Capital,Male,18-Feb-1971,Married,4,Telecom,30,1711.3,0,Livestock,EcoCash,Mashonaland_East SLS0471,4,2025-05-17,2025-06-04,2025-07-14,2027-05-25,50794.45,19.28,24,Monthly,Equipment,Female,22-Jun-1996,Single,4,Finance,39,1779.19,1,Property,Bank_Transfer,Harare RWZ7062,4,2026-01-04,2026-01-25,2026-02-23,2029-01-09,1903.44,15.96,36,Bi-Weekly,Home_Improvement,Female,16-Mar-2005,Married,3,Informal_Sector,21,156.04,3,Guarantor,Cash,Mashonaland_East HKX2986,0,2025-05-07,2025-05-14,2025-06-23,2026-05-09,1504.16,115.06,12,Monthly,Farming_Inputs,Male,21-Jan-1990,Married,3,Construction,144,346.78,5,None,EcoCash,Mashonaland_Central GCY5175,3,2025-09-28,2025-10-13,2025-11-08,2026-10-08,2072.12,16.0,12,Monthly,School_Fees,Male,08-Mar-1989,Married,3,Manufacturing,37,384.95,2,None,EcoCash,Mashonaland_Central AOT2477,0,2025-03-11,2025-03-26,2025-05-02,2026-03-21,1231.2,16.04,12,Monthly,Farming_Inputs,Male,22-Aug-1966,Married,2,Retail_Trade,55,536.02,1,Property,EcoCash,Midlands HVO1046,2,2026-01-22,2026-02-09,2026-03-11,2027-02-04,4426.5,10.78,12,Monthly,Farming_Inputs,Female,10-Dec-1997,Married,1,Healthcare,22,596.48,2,Guarantor,Cash,Mashonaland_West NXH0170,3,2025-04-09,2025-04-10,2025-05-18,2027-03-31,1031.71,13.28,24,Monthly,Medical,Male,24-Jul-2007,Single,1,Informal_Sector,,,0,Guarantor,Bank_Transfer,Harare GZV4285,1,2025-07-25,2025-08-15,2025-09-28,2026-08-10,5405.36,16.1,12,Bi-Weekly,Equipment,Female,12-Sep-1959,Single,2,Education,39,280.23,0,Vehicle,Bank_Transfer,Harare XNV7471,5,2025-07-13,2025-07-14,2025-08-13,2025-10-12,1545.67,177.09,3,Weekly,Rent,Male,18-Oct-1998,Married,2,Manufacturing,23,714.02,0,None,EcoCash,Manicaland BJX4302,2,2025-09-14,2025-09-30,2025-11-01,2026-03-29,4707.69,123.75,6,Monthly,Working_Capital,Male,22-Aug-1993,Single,6,Transport,10,636.09,1,Livestock,InnBucks,Harare VSH5730,1,2025-11-30,2025-12-05,2026-01-05,2027-05-29,11227.39,11.18,18,Monthly,Equipment,Female,23-Feb-1971,Married,1,Mining,61,730.66,1,Savings,Bank_Transfer,Harare FDM7929,0,2025-01-11,2025-01-17,2025-03-01,2026-01-12,4207.92,129.06,12,Monthly,Equipment,Female,18-Aug-1977,Divorced,3,Telecom,14,1073.18,1,None,EcoCash,Mashonaland_West PAU3377,4,2025-11-27,2025-12-02,2026-01-03,2027-11-22,26336.81,16.97,24,Monthly,Home_Improvement,Female,07-Dec-1986,Single,0,NGO,51,1578.23,1,Property,EcoCash,Mashonaland_East PII3257,2,2026-01-23,2026-02-05,2026-03-04,2027-07-30,6644.86,12.31,18,Monthly,Livestock,Male,17-Jun-1996,Married,3,Manufacturing,,558.24,1,Savings,EcoCash,Mashonaland_West MMY8958,1,2025-06-24,2025-07-15,2025-08-26,2026-07-10,1718.73,86.63,12,Monthly,Stock_Purchase,Female,18-Dec-1968,Single,2,Agriculture,105,90.67,2,Property,Bank_Transfer,Masvingo HSJ5714,0,2025-08-22,2025-08-28,2025-10-08,2027-02-19,1874.95,,18,Monthly,Rent,Female,07-Dec-1986,Single,0,Informal_Sector,6,296.07,1,Savings,EcoCash,Mashonaland_West WUX6406,2,2025-05-29,2025-06-17,2025-07-21,2026-06-12,5086.55,73.82,12,Monthly,Farming_Inputs,Female,21-Feb-1997,Married,3,Retail_Trade,27,676.58,1,Livestock,Bank_Transfer,Midlands YAS4032,2,2025-03-01,2025-03-06,2025-04-13,2026-08-28,4502.57,92.44,18,Monthly,Farming_Inputs,Male,18-Oct-1980,Divorced,4,Healthcare,31,475.7,0,Vehicle,Cash,Harare QZX6944,2,2025-06-14,2025-07-04,2025-08-10,2027-06-24,4922.97,103.07,24,Monthly,Equipment,Female,28-Sep-2003,Single,0,Manufacturing,14,691.68,5,Livestock,Bank_Transfer,Bulawayo SBX6305,1,2025-03-28,2025-03-31,2025-05-14,2027-03-21,803.5,14.68,24,Monthly,Business_Expansion,Male,30-Dec-1994,Married,3,Agriculture,42,,3,Guarantor,EcoCash,Midlands DQH0443,0,2025-12-09,2025-12-12,2026-01-07,2027-12-02,1686.58,110.87,24,Monthly,Business_Expansion,Male,13-Dec-1966,Widowed,3,Construction,4,688.54,2,None,EcoCash,Bulawayo QHJ0432,2,2026-02-11,2026-02-18,2026-03-20,2027-02-13,3739.24,117.41,12,Monthly,Equipment,Male,29-Jun-1974,Married,2,Healthcare,10,793.8,1,Property,EcoCash,Mashonaland_East MEZ1886,2,2025-11-18,2025-11-19,2025-12-28,2027-05-13,10187.0,115.29,18,Monthly,Farming_Inputs,Male,20-Jan-1987,Single,1,Healthcare,38,598.77,2,Property,EcoCash,Bulawayo FFW5346,1,2025-10-07,2025-10-10,2025-11-11,2028-09-24,14038.02,122.45,36,Monthly,Stock_Purchase,Female,03-Feb-1975,Single,3,Government,139,,3,Property,InnBucks,Mashonaland_West GCI5754,1,2025-09-22,2025-09-23,2025-11-02,2026-03-22,2293.87,13.52,6,Monthly,Equipment,Female,15-Feb-1995,Single,0,Education,,299.8,4,Savings,EcoCash,Midlands YWS2631,0,2025-10-12,2025-10-21,2025-12-02,2026-10-16,1033.0,90.57,12,Monthly,Equipment,Female,05-Sep-1963,Divorced,6,Agriculture,76,285.0,0,None,InnBucks,Mashonaland_West BJE6322,2,2025-08-18,2025-08-30,2025-09-28,2026-02-26,2521.72,10.97,6,Monthly,Livestock,Male,08-Jan-1991,Single,3,Manufacturing,46,418.65,1,Livestock,OneMoney,Masvingo QOD5952,2,2025-03-01,2025-03-09,2025-04-13,2026-08-31,6830.44,13.02,18,Monthly,Equipment,Female,06-Oct-1989,Married,2,Retail_Trade,49,624.07,0,Livestock,Bank_Transfer,Harare PVQ0274,2,2025-04-03,2025-04-21,2025-05-28,2027-04-11,1647.12,100.24,24,Monthly,Farming_Inputs,Female,22-Dec-1979,Single,,Retail_Trade,60,313.22,2,Livestock,EcoCash,Manicaland RWA7760,2,2025-01-31,2025-02-12,2025-03-19,2026-02-07,10503.76,13.63,12,Monthly,Farming_Inputs,Female,12-Feb-1999,Single,4,Manufacturing,,954.4,3,None,EcoCash,Mashonaland_Central LBD4986,1,2025-11-19,2025-11-24,2025-12-28,2026-11-19,13451.59,13.76,12,Bi-Weekly,Business_Expansion,Female,21-Apr-1971,Widowed,,NGO,80,,3,Livestock,Cash,Midlands INX2297,1,2025-01-09,2025-01-15,2025-02-27,2026-07-09,12211.7,112.81,18,Monthly,Working_Capital,Female,22-Oct-1958,Divorced,5,Construction,164,787.86,0,Vehicle,EcoCash,Harare SWE8062,3,2025-06-04,2025-06-12,2025-07-21,2026-12-04,3629.15,11.53,18,Monthly,Rent,Male,27-Nov-1996,Married,3,Manufacturing,24,678.19,1,None,Bank_Transfer,Harare CDJ6273,3,2025-01-02,2025-01-21,2025-02-24,2025-07-20,1760.19,14.94,6,Monthly,Debt_Consolidation,Male,26-Feb-1977,Married,1,Education,,543.71,0,Guarantor,EcoCash,Matabeleland_North UVR3325,2,2025-02-24,2025-03-07,2025-04-07,2026-03-02,11296.45,10.17,12,Weekly,,Male,01-Dec-1991,Single,1,Retail_Trade,42,991.59,3,None,Bank_Transfer,Harare AGA7615,3,2025-02-15,2025-02-23,2025-03-21,2027-02-13,2167.12,14.54,24,Monthly,Rent,Male,11-Dec-2004,Single,2,Agriculture,9,432.35,1,Savings,EcoCash,Matabeleland_South QQF6530,4,2025-10-10,2025-10-27,2025-12-07,2029-10-06,2533.63,14.01,48,Weekly,Equipment,Male,20-May-1973,Married,7,Informal_Sector,26,330.37,0,None,InnBucks,Midlands VCP5164,0,2025-12-10,2025-12-24,2026-01-20,2026-06-22,4532.12,14.37,6,Monthly,Debt_Consolidation,Female,10-Sep-1973,Married,0,Education,30,869.01,0,Vehicle,EcoCash,Bulawayo IBJ4529,1,2025-07-17,2025-07-19,2025-08-17,2027-07-09,5327.39,13.85,24,Monthly,Business_Expansion,Male,23-Nov-1960,Married,3,Retail_Trade,105,529.5,3,,Bank_Transfer,Harare XAP2030,0,2025-01-25,2025-02-08,2025-03-18,2027-01-29,1523.92,15.69,24,Monthly,Funeral,Male,23-Jul-1967,Married,6,Government,53,440.37,2,Property,EcoCash,Harare VSZ4334,1,2025-11-16,2025-11-23,2025-12-18,2026-05-22,2436.73,12.91,6,Weekly,Business_Expansion,Female,20-May-2005,Single,1,Agriculture,15,206.35,3,Guarantor,EcoCash,Mashonaland_West IDB3510,1,2025-12-29,2026-01-01,2026-02-15,2027-12-22,49564.85,129.42,24,Monthly,Business_Expansion,Female,20-Oct-1980,,4,Mining,42,1889.04,3,,Bank_Transfer,Harare CVK4116,3,2025-03-03,2025-03-17,2025-04-13,2026-09-08,1444.27,15.01,18,Bi-Weekly,Personal,Male,25-Jun-1980,Married,4,Government,110,544.11,3,Savings,Bank_Transfer,Bulawayo YRI3393,0,2025-05-13,2025-05-22,2025-06-28,2027-05-12,2844.47,139.18,24,Monthly,Rent,Male,01-Dec-1979,Married,6,Education,79,713.73,2,Guarantor,Bank_Transfer,Bulawayo XWJ4426,0,2025-04-01,2025-04-08,2025-05-15,2025-07-07,209.21,15.68,3,Weekly,,Female,25-Oct-1985,Married,3,Agriculture,82,49.47,3,Guarantor,Cash,Manicaland CDL2013,3,2025-09-29,2025-10-10,2025-11-20,2026-10-05,2211.3,13.02,12,Monthly,Debt_Consolidation,Male,25-Dec-2007,Single,1,Government,8,475.33,1,,InnBucks,Manicaland YBT2195,1,2025-03-12,2025-03-28,2025-05-09,2027-03-18,948.26,90.37,24,Monthly,Working_Capital,Female,14-Jun-1970,Widowed,5,Informal_Sector,40,,3,Property,Bank_Transfer,Mashonaland_Central XMX7085,2,2025-01-18,2025-02-04,2025-03-04,2026-01-30,2826.38,67.77,12,Monthly,,Male,02-Dec-1998,Married,3,Construction,,394.88,1,Livestock,EcoCash,Mashonaland_West TMS4399,2,2025-05-18,2025-06-05,2025-07-05,2026-05-31,13070.41,114.49,12,Monthly,Livestock,Male,06-Jan-1968,Married,0,Finance,22,1411.44,2,None,Bank_Transfer,Midlands VNW3430,4,2025-06-21,2025-07-04,2025-08-01,2028-06-18,5274.24,91.25,36,Monthly,Equipment,Male,11-Aug-1984,Married,,Transport,98,242.04,3,None,EcoCash,Mashonaland_Central FQL9334,5,2025-05-24,2025-06-10,2025-07-06,2025-08-09,369.84,159.18,2,Monthly,Rent,Male,21-Sep-1983,Married,8,Education,35,,2,Vehicle,EcoCash,Midlands BXK1712,4,2025-07-28,2025-08-12,2025-09-12,2028-07-27,10194.77,17.33,36,Monthly,Vehicle,Male,20-Jan-1994,Married,2,Government,,292.8,0,Vehicle,Cash,Masvingo KVQ0997,0,2025-07-05,2025-07-18,2025-08-24,2026-07-13,3438.25,116.14,12,Monthly,Working_Capital,Male,06-Oct-1985,Divorced,4,Mining,99,1389.55,3,Guarantor,EcoCash,Mashonaland_Central ARP6086,0,2026-01-24,2026-02-01,2026-02-27,2026-07-31,1805.48,,6,Monthly,Home_Improvement,Male,16-Aug-1990,Married,1,Retail_Trade,33,686.28,3,Vehicle,Cash,Harare TZA4677,2,2025-04-03,2025-04-24,2025-06-01,2026-04-19,2795.39,135.63,12,Monthly,Farming_Inputs,Male,26-Feb-1982,Married,4,Retail_Trade,36,170.74,5,None,InnBucks,Mashonaland_West KHL2108,2,2025-06-15,2025-06-26,2025-07-21,2026-06-21,3576.84,105.57,12,Monthly,Farming_Inputs,Male,01-Apr-1987,Single,2,,158,453.7,3,Livestock,Cash,Mashonaland_West KLH3876,2,2025-10-01,2025-10-08,2025-11-10,2026-10-03,9486.82,13.97,12,Monthly,Working_Capital,Male,04-May-1999,Married,3,Transport,6,545.5,2,Livestock,Bank_Transfer,Manicaland BVO1335,4,2025-04-10,2025-04-22,2025-06-05,2026-04-17,12870.18,18.02,12,Bi-Weekly,Equipment,Female,28-Aug-1986,Married,5,Transport,64,563.95,3,,EcoCash,Mashonaland_West WNP1085,0,2025-06-27,2025-07-06,2025-08-05,2026-01-02,1762.72,118.43,6,Monthly,Vehicle,Female,13-Apr-1978,Widowed,,Retail_Trade,36,395.95,5,None,Cash,Harare RZU4330,3,2025-02-04,2025-02-17,2025-03-28,2025-08-16,1237.87,14.36,6,Monthly,Debt_Consolidation,Female,03-Jan-2004,Single,0,Transport,,234.49,2,Savings,Cash,Mashonaland_West YNC1324,3,2025-08-05,2025-08-06,2025-09-14,2027-01-28,60.93,14.61,18,Bi-Weekly,Debt_Consolidation,Female,10-Jan-1982,Married,2,Informal_Sector,30,43.76,4,Guarantor,Cash,Masvingo AWY0298,0,2025-03-23,2025-04-01,2025-05-02,2025-09-28,773.99,18.5,6,Bi-Weekly,Rent,Female,18-May-1974,Single,1,Agriculture,80,190.86,2,Guarantor,Cash,Mashonaland_West PZK1558,4,2024-12-31,2025-01-16,2025-03-01,2027-01-06,6055.24,14.26,24,Monthly,Home_Improvement,Female,20-Jun-1998,Married,2,Agriculture,55,,2,Property,Cash,Manicaland TTN9630,0,2024-12-31,2025-01-16,2025-02-17,2026-01-11,3256.21,122.77,12,Monthly,School_Fees,Female,29-Jul-2005,Single,0,Mining,30,2094.11,1,None,InnBucks,Mashonaland_East BIL0479,1,2025-04-01,2025-04-14,2025-05-10,2026-04-09,4373.53,148.93,12,Monthly,Business_Expansion,Female,12-Apr-1984,Married,4,Healthcare,52,800.43,0,Guarantor,OneMoney,Matabeleland_North QYA2602,0,2025-07-08,2025-07-28,2025-08-26,2027-01-19,1902.47,155.76,18,Weekly,Working_Capital,Female,22-Sep-1996,Single,0,Healthcare,19,632.85,3,Savings,EcoCash,Harare UKK4307,0,2025-04-15,2025-04-20,2025-06-02,2026-04-15,1973.41,144.56,12,Monthly,Vehicle,Female,06-May-1981,Married,6,Retail_Trade,159,341.23,3,None,Cash,Midlands DMS0338,5,2025-04-17,2025-04-18,2025-05-13,2025-05-18,322.0,161.37,1,Weekly,Funeral,Male,12-Apr-1997,Married,6,Informal_Sector,17,178.76,2,Property,Bank_Transfer,Midlands VIP9261,3,2025-07-02,2025-07-08,2025-08-06,2026-07-03,2965.78,14.92,12,Monthly,Debt_Consolidation,Male,24-Jan-1981,Divorced,2,Mining,77,1099.91,1,None,EcoCash,Bulawayo NPL9257,1,2025-03-01,2025-03-16,2025-04-13,2026-03-11,3772.15,98.22,12,Monthly,Business_Expansion,Male,09-Apr-1963,Married,0,,90,337.89,0,Savings,EcoCash,Mashonaland_West POW4586,0,2026-02-10,2026-02-14,2026-03-19,2028-02-04,1430.73,14.67,24,Monthly,Home_Improvement,Female,11-Mar-1999,Single,1,Retail_Trade,33,327.67,8,,InnBucks,Mashonaland_East KXL7076,1,2025-03-21,2025-03-28,2025-05-06,2026-03-23,4980.28,16.97,12,Monthly,Equipment,Female,18-Sep-2005,Single,0,Education,8,501.2,4,Guarantor,InnBucks,Bulawayo PFS5716,2,2025-09-02,2025-09-03,2025-10-03,2026-05-31,371.86,88.51,9,Bi-Weekly,Equipment,Female,24-Oct-2006,Single,0,Informal_Sector,6,92.58,1,Guarantor,EcoCash,Harare AKY4887,3,2025-07-13,2025-08-03,2025-08-28,2026-07-29,383.96,14.87,12,Weekly,Medical,Male,01-Jun-1996,Married,1,Informal_Sector,,235.23,4,None,Bank_Transfer,Bulawayo QPB1967,1,2024-12-12,2025-01-02,2025-02-02,2025-12-28,8648.93,125.16,12,Monthly,Working_Capital,Female,27-Aug-1995,Married,4,Education,8,668.22,1,Vehicle,Cash,Manicaland KFF3495,3,2025-06-25,2025-07-05,2025-08-02,2026-12-27,2093.77,18.13,18,Monthly,,Male,12-Jul-1994,Married,3,Manufacturing,120,685.75,0,Guarantor,Bank_Transfer,Harare ZZF6930,1,2025-05-24,2025-06-01,2025-06-27,2026-11-23,5644.23,107.78,18,Monthly,Equipment,Female,23-May-1996,Divorced,2,Healthcare,37,895.83,2,Vehicle,Bank_Transfer,Manicaland NHW3925,4,2025-08-13,2025-09-01,2025-10-12,2028-08-16,9616.2,88.01,36,Monthly,Home_Improvement,Male,21-Oct-1999,Married,4,Agriculture,17,,3,Vehicle,Bank_Transfer,Masvingo BRN8497,1,2026-01-11,2026-01-14,2026-02-09,2028-12-29,6004.86,124.79,36,Monthly,Equipment,Female,29-Dec-1970,Married,2,Retail_Trade,37,444.67,1,None,Bank_Transfer,Masvingo UMJ2226,3,2025-04-24,2025-04-28,2025-06-12,2026-10-20,2043.72,13.16,18,Monthly,Debt_Consolidation,Male,22-Nov-1963,Married,4,Education,170,551.8,1,None,InnBucks,Manicaland RNJ1710,0,2025-09-27,2025-10-08,2025-11-18,2026-10-03,2322.06,15.8,12,Monthly,Farming_Inputs,Male,14-Oct-1970,Married,5,Government,90,,6,Property,OneMoney,Harare LUD5116,2,2025-04-25,2025-05-15,2025-06-09,2025-11-11,4488.0,113.22,6,Monthly,Equipment,Female,16-Jun-1996,Divorced,2,Education,33,460.29,1,None,Bank_Transfer,Manicaland OLT2214,0,2025-09-08,2025-09-14,2025-10-11,2026-09-09,3725.32,92.05,12,Monthly,Equipment,Female,17-Jun-2006,Single,0,Finance,17,740.1,2,Guarantor,EcoCash,Mashonaland_West XXJ7220,1,2025-11-15,2025-11-20,2026-01-02,2027-05-14,6231.92,11.37,18,Monthly,Business_Expansion,Male,10-Dec-1965,Widowed,1,Government,110,713.5,3,Property,EcoCash,Matabeleland_North VPE1768,1,2025-04-14,2025-04-22,2025-05-25,2026-04-17,7714.42,97.76,12,Monthly,Stock_Purchase,Female,07-May-1971,Married,2,,49,263.42,1,Property,EcoCash,Harare MNR3391,4,2025-12-08,2025-12-27,2026-01-21,2027-12-17,2850.53,13.8,24,Bi-Weekly,Equipment,Male,03-Feb-1990,Married,4,Informal_Sector,22,175.39,1,None,Cash,Bulawayo JHM0984,0,2025-02-26,2025-03-14,2025-04-09,2026-03-09,1094.41,128.65,12,Bi-Weekly,Stock_Purchase,Male,05-Dec-1968,Married,2,Informal_Sector,23,297.29,1,Property,OneMoney,Manicaland FAB0388,2,2026-01-13,2026-01-16,2026-02-24,2026-10-13,2727.94,12.86,9,Monthly,Equipment,Female,09-Apr-1965,Married,2,Agriculture,20,301.67,6,Savings,EcoCash,Harare OOR0476,0,2025-12-04,2025-12-21,2026-01-24,2026-12-16,1096.88,102.17,12,Weekly,,Male,17-Mar-1983,Single,,Agriculture,154,474.67,0,None,InnBucks,Harare IBV7915,1,2025-05-24,2025-06-06,2025-07-14,2028-05-21,6121.27,97.02,36,Monthly,Working_Capital,Female,20-May-1993,Single,4,Informal_Sector,45,284.49,5,Property,EcoCash,Harare YFK1866,1,2024-12-22,2025-01-04,2025-01-28,2025-12-30,15627.07,14.86,12,Monthly,Business_Expansion,Female,16-Aug-2004,Single,3,Transport,16,746.65,2,,EcoCash,Bulawayo ZQD4890,1,2025-02-08,2025-02-17,2025-03-21,2026-02-12,8698.51,14.25,12,Monthly,Equipment,Male,15-Sep-1975,Married,3,Construction,33,408.7,2,Savings,EcoCash,Mashonaland_Central WDC9798,0,2025-06-12,2025-06-28,2025-08-07,2026-06-23,3346.47,105.13,12,Monthly,Debt_Consolidation,Male,28-Jul-1962,Divorced,,NGO,58,593.49,1,Guarantor,Bank_Transfer,Harare CXG8456,0,2025-10-20,2025-11-04,2025-12-10,2026-05-03,3533.61,139.92,6,Monthly,Stock_Purchase,Female,06-Mar-1990,Married,6,,36,481.5,0,None,InnBucks,Mashonaland_Central DOO3002,2,2025-01-21,2025-02-11,2025-03-24,2027-02-01,1704.32,121.28,24,Monthly,Equipment,Female,25-Jan-1984,Divorced,3,Agriculture,38,198.97,2,,EcoCash,Matabeleland_North YID2854,0,2025-04-09,2025-04-27,2025-06-05,2025-10-24,1984.61,15.93,6,Monthly,Farming_Inputs,Female,04-Sep-1954,Divorced,1,Construction,26,299.29,3,Guarantor,OneMoney,Bulawayo SNT8269,1,2026-01-21,2026-01-28,2026-03-05,2027-07-22,14317.92,103.25,18,Monthly,Business_Expansion,Female,09-Jul-1995,Married,6,Retail_Trade,70,646.56,1,None,Cash,Masvingo AJE5284,4,2024-12-24,2025-01-06,2025-02-07,2028-12-16,4404.71,16.16,48,Monthly,Home_Improvement,Female,13-Apr-1976,Single,3,Manufacturing,22,371.43,3,None,EcoCash,Matabeleland_North GLI3826,1,2025-02-19,2025-03-10,2025-04-18,2026-09-01,6371.58,13.57,18,Monthly,Equipment,Female,30-Sep-1990,Married,0,Informal_Sector,8,304.15,3,Property,Bank_Transfer,Mashonaland_East MPN9544,3,2025-09-18,2025-10-01,2025-11-15,2027-03-25,833.7,14.54,18,Monthly,School_Fees,Male,18-Jan-1987,Married,3,Agriculture,27,255.45,0,Guarantor,Bank_Transfer,Masvingo ZOL7983,0,2025-07-28,2025-08-13,2025-09-16,2025-11-11,1129.38,106.99,3,Monthly,School_Fees,Male,18-Dec-1993,Single,,Agriculture,,296.63,1,None,EcoCash,Harare VGJ9459,1,2025-03-28,2025-04-18,2025-05-28,2025-10-15,9914.1,98.26,6,Monthly,Equipment,Male,21-Aug-2000,Single,2,Retail_Trade,38,565.45,0,Vehicle,Cash,Harare YGU7937,3,2025-08-05,2025-08-10,2025-09-07,2026-02-06,2823.14,,6,Monthly,Personal,Male,21-Jul-1974,Married,7,Construction,15,724.14,3,,EcoCash,Bulawayo ZHD4984,5,2025-01-20,2025-01-26,2025-03-07,2025-04-26,228.02,123.23,3,Weekly,Personal,Male,17-Apr-1955,Married,5,Agriculture,84,249.27,0,Property,Bank_Transfer,Mashonaland_West TQL5044,2,2025-05-21,2025-06-05,2025-07-16,2026-05-31,9417.44,112.54,12,Monthly,Livestock,Male,26-Jan-1995,,1,NGO,114,789.38,3,Property,InnBucks,Mashonaland_West GZL6126,0,2025-01-20,2025-01-25,2025-02-26,2025-07-24,1714.0,112.92,6,Bi-Weekly,School_Fees,Female,28-Oct-1996,Single,2,Mining,51,330.59,3,Guarantor,Bank_Transfer,Harare TED4788,4,2025-07-16,2025-07-26,2025-09-01,2028-07-10,6822.98,81.34,36,Bi-Weekly,Home_Improvement,Male,18-Aug-1999,Single,4,Education,11,413.7,2,Property,Bank_Transfer,Midlands QCB1230,1,2025-04-09,2025-04-28,2025-05-25,2026-04-23,4341.32,16.24,12,Monthly,Business_Expansion,Male,31-Jul-1994,Married,3,Informal_Sector,18,320.76,1,Guarantor,EcoCash,Bulawayo KCU5480,3,2025-02-28,2025-03-16,2025-04-18,2026-03-11,2561.2,14.54,12,Monthly,School_Fees,Male,08-Jun-1990,Single,,Retail_Trade,57,900.32,2,Savings,EcoCash,Mashonaland_Central JYA4020,1,2025-09-13,2025-09-17,2025-10-20,2026-09-12,5854.49,110.41,12,Monthly,Equipment,Female,06-Nov-1970,Divorced,6,Informal_Sector,15,602.9,1,Livestock,Cash,Mashonaland_East AKI9938,4,2025-12-06,2025-12-13,2026-01-23,2027-06-06,9678.13,18.04,18,Monthly,Equipment,Male,18-Jun-1991,Single,6,Education,53,493.62,0,Guarantor,EcoCash,Midlands CDZ5280,0,2025-03-17,2025-04-04,2025-05-15,2026-09-26,2781.46,145.28,18,Monthly,Business_Expansion,Male,26-Nov-1979,Widowed,4,Retail_Trade,70,378.03,0,None,Cash,Matabeleland_North IJS3257,0,2025-10-20,2025-11-05,2025-12-19,2026-02-03,3069.56,108.96,3,Monthly,Vehicle,Male,08-Apr-2007,Single,1,Agriculture,3,424.8,6,Savings,EcoCash,Midlands XHU6926,1,2025-11-29,2025-12-19,2026-01-28,2027-06-12,8869.46,101.01,18,Monthly,Business_Expansion,Male,12-Nov-1996,Divorced,2,Construction,78,526.29,1,Guarantor,OneMoney,Mashonaland_West ZQD9442,0,2025-09-26,2025-10-12,2025-11-06,2026-04-10,2355.45,151.27,6,Monthly,Livestock,Male,31-Dec-1979,Married,7,Retail_Trade,122,486.79,3,Guarantor,EcoCash,Harare XSW2306,4,2025-03-31,2025-04-06,2025-05-19,2026-04-01,2846.11,80.79,12,Monthly,Home_Improvement,Male,03-Mar-1999,Single,4,Informal_Sector,13,119.44,4,None,EcoCash,Harare QMP1263,2,2025-05-28,2025-06-05,2025-07-18,2025-12-02,9356.87,13.85,6,Monthly,Equipment,Male,01-Jul-1986,Widowed,3,Education,,622.06,0,Livestock,Cash,Masvingo LLJ3258,3,2026-01-17,2026-01-18,2026-02-22,2027-07-12,799.88,10.94,18,Monthly,Medical,Male,07-Jun-2008,Single,2,Mining,2,593.75,2,Guarantor,EcoCash,Manicaland GHM9007,3,2026-02-04,2026-02-17,2026-03-23,2026-08-16,447.04,14.61,6,Monthly,School_Fees,Male,22-Jun-1987,Married,0,Manufacturing,52,166.45,2,Vehicle,InnBucks,Mashonaland_West LUC5355,1,2025-09-17,2025-09-22,2025-10-28,2026-03-21,2880.4,124.87,6,Monthly,Business_Expansion,Male,05-Aug-1981,Married,7,Retail_Trade,35,288.86,6,None,InnBucks,Mashonaland_Central JPJ1369,2,2025-08-07,2025-08-21,2025-09-25,2026-08-16,1946.62,124.05,12,Monthly,Equipment,Male,21-Apr-1991,Married,0,Government,123,258.02,1,Livestock,EcoCash,Bulawayo GHV5643,4,2025-02-22,2025-03-01,2025-03-28,2028-02-14,14223.06,17.8,36,Monthly,Home_Improvement,Female,06-Jul-1966,Divorced,1,Agriculture,84,450.88,1,,EcoCash,Matabeleland_South JNX1312,0,2025-03-30,2025-04-03,2025-04-28,2026-03-29,1249.07,117.3,12,Monthly,Farming_Inputs,Female,21-Aug-1988,Single,4,Agriculture,,148.77,5,Guarantor,Bank_Transfer,Masvingo DNQ9370,2,2025-07-26,2025-08-13,2025-09-14,2026-08-08,1662.77,99.81,12,Monthly,Equipment,Female,26-Nov-2005,Single,0,Agriculture,11,353.21,0,,Cash,Midlands WXL4780,0,2025-07-19,2025-08-08,2025-09-04,2027-01-30,1419.74,139.02,18,Monthly,Equipment,Female,04-Jul-1972,Married,3,Retail_Trade,43,303.82,0,Livestock,Cash,Mashonaland_West WCO3839,0,2025-04-25,2025-05-15,2025-06-09,2025-08-13,2262.38,143.32,3,Monthly,Stock_Purchase,Male,13-Jun-1997,Single,4,Government,32,835.97,0,None,InnBucks,Harare IDJ9502,1,2025-08-20,2025-09-06,2025-10-12,2028-08-21,3568.01,110.68,36,Monthly,Equipment,Male,20-Oct-1981,Widowed,6,Informal_Sector,7,230.83,4,Property,EcoCash,Harare MWF4845,5,2025-10-03,2025-10-04,2025-10-28,2026-01-02,565.67,,3,Monthly,Personal,Male,24-May-1980,Married,5,Informal_Sector,9,391.87,3,Livestock,EcoCash,Bulawayo WIA4859,2,2025-05-22,2025-06-04,2025-07-03,2027-05-25,634.29,125.34,24,Monthly,Equipment,Male,05-Jan-1979,Widowed,3,Retail_Trade,92,242.24,0,Guarantor,Bank_Transfer,Mashonaland_East PYN9857,0,2025-12-02,2025-12-17,2026-01-28,2027-06-10,1392.51,14.62,18,Monthly,Funeral,Female,28-Mar-1978,Widowed,2,Education,13,416.79,0,Vehicle,Bank_Transfer,Bulawayo BBK1144,2,2025-06-20,2025-06-26,2025-07-21,2026-06-21,2682.26,122.79,12,Monthly,Equipment,Female,31-Dec-1978,Married,6,Transport,59,475.98,2,Guarantor,Bank_Transfer,Mashonaland_Central SWH7163,3,2025-10-01,2025-10-10,2025-11-08,2026-10-05,417.05,14.66,12,Monthly,Rent,Female,11-Sep-1989,Divorced,1,,106,174.0,1,Guarantor,EcoCash,Mashonaland_West GMF6824,3,2025-05-27,2025-06-12,2025-07-22,2026-12-04,6825.84,13.46,18,Monthly,Personal,Male,26-Nov-1992,Married,1,Telecom,34,1936.32,1,Property,EcoCash,Midlands IVT1624,0,2025-12-11,2025-12-12,2026-01-12,2026-12-07,2496.77,113.22,12,Monthly,Stock_Purchase,Male,20-Jan-2000,Married,2,Construction,16,765.97,1,Guarantor,Bank_Transfer,Masvingo PYR5155,5,2026-02-08,2026-02-15,2026-03-19,2026-05-16,379.7,155.23,3,Monthly,Personal,Male,06-Sep-1995,Married,2,Agriculture,33,268.71,0,None,EcoCash,Matabeleland_North JAN7670,2,2025-05-26,2025-06-06,2025-07-05,2026-03-03,30486.34,124.97,9,Bi-Weekly,Farming_Inputs,Male,25-Jul-1983,Married,2,Mining,42,2089.89,2,Livestock,EcoCash,Mashonaland_West SUL6082,0,2026-02-07,2026-02-24,2026-04-04,2026-08-23,2870.71,152.29,6,Monthly,Wedding,Female,31-Jan-1990,Married,5,Construction,32,562.84,3,None,Bank_Transfer,Bulawayo GQN5525,0,2025-07-25,2025-08-14,2025-09-12,2027-02-05,1110.88,76.56,18,Monthly,Rent,Female,05-Jun-2002,Single,3,Manufacturing,13,168.39,2,Property,Cash,Midlands EPR1251,3,2025-03-14,2025-03-21,2025-04-21,2027-03-11,1826.91,81.82,24,Bi-Weekly,Debt_Consolidation,Male,07-Jun-1989,Married,,Informal_Sector,18,548.87,3,,EcoCash,Harare YVF9131,0,2025-11-01,2025-11-17,2025-12-22,2026-11-12,1082.14,15.78,12,Monthly,Farming_Inputs,Male,02-Aug-1981,Married,5,Agriculture,135,229.34,2,None,Bank_Transfer,Matabeleland_South ETE9042,2,2025-01-08,2025-01-15,2025-02-21,2025-07-14,4408.73,13.91,6,Monthly,Livestock,Female,08-Mar-1960,Married,,Government,87,635.6,3,None,Bank_Transfer,Harare RTU8397,2,2025-11-13,2025-12-03,2026-01-17,2026-11-28,1157.43,10.08,12,Monthly,Equipment,Female,20-Oct-1961,Divorced,2,Agriculture,145,,3,Livestock,Cash,Masvingo VQL7165,0,2025-02-20,2025-03-13,2025-04-13,2025-09-09,1373.98,118.08,6,Monthly,Funeral,Male,06-Nov-1994,Married,2,Informal_Sector,10,323.14,6,None,EcoCash,Matabeleland_South FHF3153,2,2025-08-28,2025-09-01,2025-10-13,2026-08-27,2616.44,104.79,12,Weekly,Farming_Inputs,Female,11-Sep-1997,Divorced,3,Retail_Trade,66,,5,Savings,EcoCash,Midlands YEL7480,2,2025-11-10,2025-11-28,2026-01-03,2026-08-25,5764.64,12.78,9,Monthly,Working_Capital,Male,25-Dec-1971,Divorced,2,Construction,,508.29,0,Vehicle,Cash,Harare QNY9983,1,2025-05-06,2025-05-13,2025-06-14,2027-05-03,4947.22,14.05,24,Monthly,Stock_Purchase,Male,07-Jul-1991,Single,5,Construction,22,462.14,2,Vehicle,EcoCash,Harare WLM4602,0,2025-08-13,2025-08-30,2025-09-28,2026-02-26,5039.76,18.4,6,Monthly,Debt_Consolidation,Male,21-Jan-1998,Married,3,Mining,95,1380.05,1,Guarantor,Bank_Transfer,Mashonaland_East BHV5209,3,2026-01-14,2026-01-24,2026-03-08,2027-07-18,467.18,12.6,18,Monthly,Rent,Male,20-Oct-1981,Married,3,Agriculture,82,121.86,2,None,EcoCash,Bulawayo EXU2651,2,2025-09-06,2025-09-09,2025-10-22,2026-09-04,793.48,111.43,12,Monthly,Equipment,Female,19-Jul-2005,Single,2,Manufacturing,7,222.25,2,Guarantor,Cash,Mashonaland_Central QMM0719,4,2025-06-15,2025-06-26,2025-07-28,2027-06-16,6665.86,14.33,24,Monthly,Home_Improvement,Male,20-Oct-1999,Married,2,Education,22,274.56,2,Vehicle,EcoCash,Harare JCY7195,0,2025-09-20,2025-10-06,2025-11-01,2026-04-04,1081.94,140.4,6,Monthly,Farming_Inputs,Female,26-Jul-2005,Single,0,Informal_Sector,,511.4,1,Livestock,EcoCash,Bulawayo OMG3714,1,2025-02-14,2025-02-27,2025-03-25,2026-08-21,2548.49,103.83,18,Monthly,Working_Capital,Male,03-Nov-1965,Married,0,Agriculture,82,,4,Livestock,EcoCash,Mashonaland_Central PLZ7937,0,2025-09-23,2025-09-28,2025-10-27,2027-09-18,2708.54,16.39,24,Weekly,,Male,08-Dec-1967,Married,2,Construction,36,849.67,4,,Cash,Harare UWY1087,0,2025-02-18,2025-02-23,2025-03-28,2026-08-17,1749.09,105.2,18,Monthly,Livestock,Male,06-Sep-1990,Divorced,3,Informal_Sector,,197.19,0,None,Cash,Manicaland KLL3321,2,2025-05-29,2025-06-18,2025-07-28,2026-03-15,966.58,11.5,9,Monthly,Farming_Inputs,Female,11-May-1989,Married,5,Informal_Sector,16,93.06,0,Guarantor,EcoCash,Harare FRT0766,1,2025-03-26,2025-04-02,2025-05-06,2027-03-23,4206.72,107.93,24,Monthly,Equipment,Male,23-Feb-1988,Married,3,Retail_Trade,34,284.47,3,Savings,Bank_Transfer,Mashonaland_West AWI8218,1,2025-12-25,2026-01-04,2026-02-08,2026-12-30,1873.42,138.58,12,Weekly,Equipment,Male,27-Apr-1992,Married,3,Agriculture,105,120.58,1,Savings,Cash,Midlands VXH3216,3,2025-01-11,2025-01-31,2025-03-02,2027-01-21,2230.37,84.26,24,Bi-Weekly,Personal,Male,04-Jun-1999,Married,6,Manufacturing,31,587.33,2,Savings,EcoCash,Midlands USD4961,0,2025-07-21,2025-07-27,2025-09-06,2027-07-17,740.03,149.16,24,Monthly,Medical,Male,28-Oct-1972,Divorced,3,Agriculture,88,81.58,1,Guarantor,OneMoney,Manicaland QDE2276,2,2025-04-22,2025-05-11,2025-06-08,2025-11-07,5452.58,86.25,6,Monthly,Farming_Inputs,Male,18-Mar-2005,Single,1,Education,12,491.5,1,Guarantor,Bank_Transfer,Harare NQX8981,1,2025-06-15,2025-07-02,2025-08-12,2028-06-16,7408.41,127.02,36,Monthly,Working_Capital,Female,09-Jan-1975,Married,5,Agriculture,,340.37,3,Savings,Cash,Harare LXQ3911,0,2026-01-28,2026-02-11,2026-03-09,2027-02-06,3382.24,102.57,12,Monthly,Business_Expansion,Male,11-Apr-1977,Married,5,Informal_Sector,7,626.85,2,Vehicle,InnBucks,Bulawayo JUS0617,4,2025-07-05,2025-07-11,2025-08-06,2028-06-25,10546.39,84.02,36,Weekly,Home_Improvement,Female,03-Jul-1964,Divorced,6,Government,169,892.86,2,Vehicle,EcoCash,Mashonaland_East VPF0649,3,2025-11-12,2025-11-21,2025-12-21,2026-11-16,829.92,14.78,12,Monthly,Medical,Female,24-Dec-1988,Married,1,Agriculture,104,334.26,1,None,Bank_Transfer,Harare OUU9584,0,2025-09-12,2025-09-22,2025-10-24,2026-03-21,540.37,106.39,6,Monthly,Personal,Male,18-Feb-1996,Single,3,Agriculture,26,157.99,4,,EcoCash,Harare VCE9304,0,2025-08-26,2025-09-13,2025-10-14,2026-03-12,3325.58,126.61,6,Monthly,Personal,Male,04-Aug-2004,Single,1,Government,30,519.82,0,Savings,EcoCash,Manicaland NZI2126,3,2025-02-27,2025-03-10,2025-04-05,2026-03-05,1458.75,13.76,12,Monthly,Debt_Consolidation,Female,27-Jan-1995,Married,1,Transport,33,467.12,1,Guarantor,Cash,Masvingo ZVJ8894,5,2025-08-24,2025-08-27,2025-09-21,2025-09-26,864.79,174.98,1,Bi-Weekly,Funeral,Female,31-Jan-1962,Married,5,Retail_Trade,83,494.38,0,Property,Cash,Mashonaland_East EWR8128,0,2025-08-16,2025-08-22,2025-09-23,2027-08-12,2058.58,16.2,24,Monthly,Livestock,Female,20-Jun-1980,Married,2,Manufacturing,92,523.88,2,Guarantor,EcoCash,Harare GKF7029,1,2025-11-09,2025-11-10,2025-12-07,2026-11-05,12163.33,113.15,12,Monthly,Business_Expansion,Male,03-Mar-2007,Married,2,Finance,4,,2,Guarantor,Cash,Matabeleland_North FNM7614,0,2025-12-25,2026-01-01,2026-02-13,2026-12-27,2336.51,17.16,12,Monthly,Business_Expansion,Female,29-Dec-1988,Married,0,Manufacturing,60,539.99,5,None,OneMoney,Harare FHS8655,1,2025-08-29,2025-08-30,2025-10-10,2026-02-26,9274.94,116.25,6,Monthly,Stock_Purchase,Male,17-Jul-1991,Married,,Agriculture,95,463.53,2,Savings,Cash,Manicaland KMK7242,1,2025-08-25,2025-08-30,2025-10-11,2026-02-26,4107.75,14.47,6,Bi-Weekly,,Female,18-Apr-1969,Single,6,Retail_Trade,76,578.16,0,None,EcoCash,Manicaland AHA8842,0,2025-04-25,2025-05-02,2025-06-03,2027-04-22,3269.88,158.12,24,Monthly,Working_Capital,Female,14-Dec-1978,Widowed,,Government,154,785.06,2,Vehicle,Cash,Manicaland CPJ8082,1,2025-01-11,2025-01-22,2025-02-20,2028-01-07,4929.69,110.15,36,Monthly,Stock_Purchase,Male,30-Dec-1963,Married,4,Retail_Trade,35,351.07,2,None,Bank_Transfer,Harare DBC9627,0,2026-02-10,2026-02-23,2026-04-05,2026-08-22,5788.79,15.23,6,Monthly,Debt_Consolidation,Male,07-Jun-1980,Divorced,4,Mining,15,895.81,5,None,EcoCash,Harare XJW5496,3,2025-05-13,2025-05-29,2025-06-25,2026-05-24,942.83,12.3,12,Monthly,Personal,Male,13-Aug-1978,Single,3,Informal_Sector,8,320.14,2,Savings,EcoCash,Bulawayo BKG9784,5,2025-02-03,2025-02-24,2025-03-23,2025-05-25,2170.12,140.44,3,Monthly,Personal,Female,27-Sep-1976,Divorced,2,Transport,61,,2,None,Bank_Transfer,Harare KBD8351,0,2025-11-14,2025-12-02,2026-01-09,2027-05-26,1913.77,15.96,18,Weekly,Debt_Consolidation,Female,11-Nov-1983,Divorced,3,Agriculture,50,291.88,1,Livestock,EcoCash,Manicaland EJG4853,3,2025-08-24,2025-08-30,2025-09-26,2026-08-25,2464.92,16.05,12,Monthly,Personal,Male,23-Jul-1966,Married,4,Retail_Trade,45,575.54,5,None,Bank_Transfer,Mashonaland_Central XKA6945,3,2025-05-07,2025-05-08,2025-06-21,2026-05-03,961.03,16.91,12,Monthly,Rent,Male,26-Apr-1981,Married,5,Informal_Sector,41,257.79,0,Property,Cash,Midlands FIS6302,1,2025-08-11,2025-08-21,2025-09-28,2027-08-11,4343.42,12.43,24,Weekly,Business_Expansion,Male,06-Aug-1964,Divorced,4,Government,84,620.8,4,None,EcoCash,Matabeleland_South VVC7858,3,2025-07-03,2025-07-10,2025-08-08,2027-01-01,780.28,15.2,18,Monthly,Rent,Female,31-Jan-1990,Single,5,Retail_Trade,104,284.68,1,Savings,Bank_Transfer,Manicaland RIF2689,0,2025-05-21,2025-05-29,2025-06-27,2025-08-27,2252.96,128.26,3,Monthly,Working_Capital,Female,23-Nov-1995,Married,2,Agriculture,45,306.24,2,Vehicle,EcoCash,Manicaland AUG6492,2,2025-11-21,2025-12-04,2026-01-16,2027-05-28,335.7,125.39,18,Monthly,Equipment,Female,23-Sep-1974,Married,6,Agriculture,54,72.99,3,Livestock,EcoCash,Harare YCU0440,0,2026-02-05,2026-02-11,2026-03-23,2028-02-01,4777.77,99.84,24,Bi-Weekly,Stock_Purchase,Male,29-Sep-1985,Widowed,4,Retail_Trade,29,729.04,0,Vehicle,Bank_Transfer,Harare UDC2578,2,2026-01-13,2026-01-20,2026-02-28,2028-01-10,3473.53,11.99,24,Monthly,Working_Capital,Male,26-Sep-1997,Single,,Retail_Trade,26,440.55,0,Guarantor,Cash,Harare RHJ1529,3,2025-06-30,2025-07-04,2025-08-18,2025-12-31,813.58,106.42,6,Monthly,Debt_Consolidation,Male,17-Sep-1986,Divorced,5,Healthcare,85,287.47,2,Vehicle,EcoCash,Midlands XFC8473,3,2025-09-05,2025-09-23,2025-10-22,2027-09-13,901.08,12.91,24,Weekly,Rent,Male,14-Dec-1981,Widowed,8,Informal_Sector,23,198.0,2,None,Bank_Transfer,Masvingo OOA3990,2,2025-06-29,2025-07-01,2025-08-04,2026-03-28,7356.88,89.09,9,Monthly,Farming_Inputs,Male,04-Aug-1963,Single,,Government,140,798.39,7,None,EcoCash,Masvingo XFL8207,5,2026-02-24,2026-02-27,2026-03-28,2026-05-28,185.51,138.76,3,Weekly,Medical,Male,11-Dec-1977,Divorced,4,Agriculture,28,137.98,1,Guarantor,EcoCash,Mashonaland_Central ICS0547,0,2025-03-22,2025-03-30,2025-05-07,2026-03-25,1053.44,115.83,12,Monthly,Vehicle,Male,11-Jan-1960,Single,4,Retail_Trade,87,,1,Savings,Bank_Transfer,Harare CSV4897,1,2026-01-08,2026-01-23,2026-02-23,2028-01-13,1555.04,120.11,24,Monthly,Business_Expansion,Male,05-Mar-1994,Married,3,,24,240.66,1,Property,EcoCash,Midlands BWU0006,4,2025-06-07,2025-06-27,2025-08-03,2029-06-06,3430.14,17.37,48,Bi-Weekly,Home_Improvement,Male,30-Apr-1993,Single,1,Informal_Sector,,218.07,2,Vehicle,InnBucks,Mashonaland_Central ZIL6789,2,2025-10-16,2025-10-19,2025-12-01,2026-04-17,7302.29,10.94,6,Weekly,Farming_Inputs,Male,12-Apr-1984,Widowed,,Mining,18,1173.83,2,Guarantor,EcoCash,Harare ZTL2295,4,2026-02-03,2026-02-05,2026-03-17,2027-01-31,15859.2,90.89,12,Weekly,Vehicle,Female,31-Mar-1991,Divorced,3,Retail_Trade,54,576.65,2,Property,OneMoney,Matabeleland_South ZIX0088,4,2025-04-08,2025-04-27,2025-06-02,2026-10-19,8415.77,15.38,18,Monthly,Home_Improvement,Male,14-Sep-2006,Single,1,Retail_Trade,11,428.41,6,,OneMoney,Mashonaland_East MEU3717,0,2025-04-02,2025-04-07,2025-05-22,2027-03-28,3405.94,125.9,24,Monthly,Wedding,Male,04-Dec-1977,Married,4,Government,105,431.47,0,Savings,EcoCash,Bulawayo QEF2532,2,2025-07-01,2025-07-15,2025-08-21,2027-01-06,4885.67,82.45,18,Monthly,Equipment,Male,02-Oct-1982,Divorced,2,Retail_Trade,69,729.24,1,Guarantor,InnBucks,Harare WNE1300,0,2025-01-03,2025-01-05,2025-02-08,2025-07-04,853.27,120.74,6,Bi-Weekly,Business_Expansion,Female,13-Dec-2002,Single,0,Agriculture,16,254.22,1,None,EcoCash,Harare NOF3605,3,2025-05-13,2025-05-18,2025-06-18,2025-11-14,1813.55,18.91,6,Monthly,Personal,Female,09-Jun-1984,Married,2,,,370.03,2,Savings,EcoCash,Mashonaland_Central BYB0853,2,2025-06-10,2025-06-25,2025-07-25,2025-12-22,7586.67,13.31,6,Monthly,Working_Capital,Female,29-Jun-1965,Married,5,Retail_Trade,95,657.34,0,Property,OneMoney,Bulawayo VLO7141,0,2025-02-20,2025-03-10,2025-04-17,2025-06-08,4868.59,126.7,3,Monthly,Vehicle,Male,28-Jun-1996,Single,0,Mining,16,989.12,1,Livestock,Cash,Harare KMY8105,1,2025-01-31,2025-02-17,2025-03-25,2027-02-07,4972.98,16.2,24,Weekly,Stock_Purchase,Female,21-May-1995,Married,3,Retail_Trade,20,416.43,0,None,EcoCash,Harare OPM4779,1,2025-10-01,2025-10-19,2025-11-19,2027-04-12,2839.14,12.74,18,Bi-Weekly,Business_Expansion,Male,10-Mar-1982,Married,2,,55,,3,Livestock,EcoCash,Manicaland JZM6435,0,2026-02-15,2026-02-27,2026-03-28,2027-02-22,4214.91,119.05,12,Monthly,School_Fees,Male,23-Aug-1980,Married,4,Retail_Trade,50,1185.69,3,Property,EcoCash,Mashonaland_Central MHO6099,0,2025-08-22,2025-09-06,2025-10-10,2027-08-27,1185.89,14.92,24,Monthly,Rent,Male,15-Aug-1988,Single,3,Retail_Trade,37,728.84,3,Guarantor,EcoCash,Mashonaland_East JOV5051,2,2025-11-18,2025-12-04,2026-01-01,2026-06-02,3636.8,81.07,6,Monthly,Working_Capital,Male,29-Oct-1995,Married,4,Mining,91,880.35,2,Savings,Cash,Manicaland QJV9526,2,2025-11-19,2025-12-09,2026-01-19,2026-06-07,8472.9,126.32,6,Monthly,Equipment,Male,20-Jul-1997,Married,4,Education,46,870.86,4,Vehicle,OneMoney,Harare HKB9998,1,2025-07-08,2025-07-18,2025-08-22,2026-07-13,2115.68,105.8,12,Bi-Weekly,Equipment,Male,21-Jun-1995,Single,2,Agriculture,30,171.4,2,,Bank_Transfer,Mashonaland_Central GML4512,0,2025-10-21,2025-11-01,2025-12-08,2027-10-22,1414.32,16.42,24,Monthly,Wedding,Male,18-Feb-2006,Married,0,Healthcare,4,408.44,3,None,Cash,Harare JVN6993,1,2025-04-30,2025-05-14,2025-06-12,2028-04-28,10029.55,14.25,36,Monthly,Stock_Purchase,Male,30-Nov-1991,Single,5,Government,73,508.08,1,Savings,EcoCash,Mashonaland_Central KCA0947,1,2024-12-15,2025-01-02,2025-02-09,2026-12-23,1312.36,131.63,24,Monthly,Business_Expansion,Female,12-Jul-1991,Single,2,Agriculture,,91.06,2,Savings,Bank_Transfer,Manicaland QRG9446,4,2025-05-15,2025-05-30,2025-07-07,2026-05-25,4851.68,18.23,12,Monthly,Vehicle,Female,03-Oct-1991,Married,4,Agriculture,17,279.1,0,Savings,InnBucks,Harare HBG3407,5,2025-01-28,2025-02-11,2025-03-10,2025-05-12,437.61,164.52,3,Bi-Weekly,Rent,Male,17-May-1998,Married,3,,13,383.96,0,Vehicle,OneMoney,Matabeleland_North UBA6870,0,2025-04-09,2025-04-18,2025-06-02,2025-10-15,7850.52,132.64,6,Monthly,Livestock,Female,17-Jul-1958,Divorced,2,Mining,39,,1,Property,Bank_Transfer,Harare WLC1148,2,2025-04-09,2025-04-28,2025-05-23,2026-10-20,18956.39,99.02,18,Monthly,Livestock,Male,31-Dec-1983,Married,6,Finance,38,1265.29,1,Livestock,Bank_Transfer,Harare CBV8051,1,2025-03-04,2025-03-11,2025-04-17,2026-03-06,6029.66,96.03,12,Weekly,Equipment,Male,29-Jun-2005,Single,1,Agriculture,23,353.31,0,Vehicle,EcoCash,Bulawayo BEY5463,1,2025-11-07,2025-11-24,2025-12-28,2027-11-14,2549.49,14.76,24,Monthly,Business_Expansion,Male,04-Nov-1973,Married,4,Informal_Sector,10,212.74,0,Livestock,InnBucks,Bulawayo JGV3234,4,2025-07-30,2025-07-31,2025-09-05,2028-07-15,1548.11,13.29,36,Monthly,Equipment,Male,10-Mar-1967,Divorced,7,Informal_Sector,19,103.37,1,Savings,EcoCash,Harare SJB9840,1,2025-08-07,2025-08-17,2025-09-14,2026-02-13,14855.03,114.51,6,Monthly,Business_Expansion,Female,22-Aug-1978,Married,3,Finance,77,1171.17,3,Guarantor,Cash,Masvingo SSN6235,2,2025-06-10,2025-06-12,2025-07-27,2026-12-04,8323.32,12.05,18,Monthly,Farming_Inputs,Female,14-Dec-2005,Single,0,Finance,7,1302.55,0,None,EcoCash,Manicaland XSM0027,3,2026-01-21,2026-02-01,2026-03-13,2027-01-27,2429.97,15.79,12,Monthly,School_Fees,Male,07-Sep-1996,Married,4,Retail_Trade,74,630.39,7,Guarantor,Cash,Manicaland MSN0593,0,2026-02-04,2026-02-15,2026-03-12,2026-08-14,1425.68,16.45,6,Bi-Weekly,Livestock,Male,15-Feb-1964,Married,3,Education,59,265.35,4,None,Bank_Transfer,Manicaland OQC1881,1,2025-09-18,2025-10-06,2025-11-01,2026-04-04,2268.0,12.88,6,Weekly,Stock_Purchase,Female,14-Apr-1974,Divorced,7,Education,57,372.37,1,Guarantor,Cash,Midlands JPY5172,1,2025-10-19,2025-10-26,2025-11-20,2026-10-21,34870.39,16.06,12,Weekly,Working_Capital,Male,29-Mar-1998,Married,3,Finance,19,1436.36,0,Vehicle,InnBucks,Mashonaland_Central RYW5823,0,2025-09-03,2025-09-07,2025-10-13,2026-03-06,4225.13,110.7,6,Bi-Weekly,Rent,Male,06-Jul-1982,Married,1,Mining,43,1132.47,3,Guarantor,Cash,Masvingo DFC2221,1,2025-09-12,2025-09-18,2025-10-15,2026-09-13,30554.31,12.87,12,Monthly,Business_Expansion,Male,13-Feb-1970,Married,0,Mining,29,1644.08,2,,Bank_Transfer,Mashonaland_West IKP8033,3,2025-08-09,2025-08-21,2025-09-20,2026-08-16,939.29,14.64,12,Monthly,Medical,Male,27-Nov-1970,Widowed,2,Informal_Sector,24,329.13,2,,Bank_Transfer,Harare OGM0827,1,2025-01-10,2025-01-26,2025-03-06,2025-07-25,11509.67,100.2,6,Monthly,Stock_Purchase,Male,23-Jul-1972,Divorced,4,Healthcare,154,471.94,3,Property,EcoCash,Matabeleland_South ABG1050,2,2025-02-21,2025-03-09,2025-04-19,2026-08-31,3609.99,108.68,18,Monthly,Farming_Inputs,Male,20-Oct-1985,Married,4,Agriculture,116,272.58,4,,OneMoney,Mashonaland_East OST4137,2,2025-04-26,2025-04-29,2025-06-10,2025-10-26,5118.58,13.73,6,Monthly,Farming_Inputs,Female,03-Aug-1993,Married,6,,36,834.39,2,Savings,Cash,Manicaland IDC7341,3,2025-05-06,2025-05-11,2025-06-23,2025-11-07,693.63,15.12,6,Bi-Weekly,Debt_Consolidation,Male,04-Dec-2003,Single,0,Construction,,313.04,0,Savings,EcoCash,Bulawayo XQO3065,1,2025-08-06,2025-08-14,2025-09-21,2026-02-10,5010.37,98.93,6,Monthly,Business_Expansion,Male,08-Sep-1998,Divorced,4,Agriculture,40,376.41,2,Property,Cash,Mashonaland_East GPA9799,4,2025-03-25,2025-04-06,2025-05-19,2028-03-21,3808.7,13.97,36,Monthly,Equipment,Female,02-Mar-1986,Married,4,Informal_Sector,34,247.19,4,None,Cash,Masvingo BJY1570,1,2024-12-29,2025-01-13,2025-02-12,2026-01-08,4589.14,121.66,12,Weekly,Equipment,Male,22-Dec-1989,Married,6,Healthcare,24,385.51,4,Savings,Bank_Transfer,Mashonaland_West WTF3459,2,2026-01-22,2026-02-11,2026-03-15,2027-02-06,2975.69,72.21,12,Monthly,Livestock,Female,26-May-1983,Widowed,4,Healthcare,64,331.72,4,Livestock,OneMoney,Matabeleland_South PTO2678,2,2025-12-11,2025-12-20,2026-01-15,2026-06-18,3263.08,124.06,6,Monthly,Livestock,Female,21-May-1961,Married,6,Retail_Trade,74,447.93,3,Livestock,InnBucks,Mashonaland_East YTJ0953,5,2025-07-09,2025-07-28,2025-08-22,2025-08-27,779.57,163.15,1,Weekly,Medical,Female,29-Jun-1993,Single,3,Transport,3,809.77,3,Savings,OneMoney,Midlands TPQ8776,1,2024-12-20,2025-01-07,2025-02-07,2026-01-02,2290.11,,12,Monthly,Stock_Purchase,Male,09-Aug-1967,Divorced,4,Agriculture,77,206.02,2,Savings,InnBucks,Harare PAU6559,1,2025-09-17,2025-09-26,2025-11-02,2026-09-21,18151.52,12.1,12,Monthly,Stock_Purchase,Female,09-Apr-2005,Divorced,2,NGO,8,968.6,1,Vehicle,Cash,Mashonaland_East GJP2053,2,2025-08-18,2025-08-29,2025-09-23,2026-05-26,1554.36,96.0,9,Monthly,Farming_Inputs,Male,15-May-1989,Married,4,Construction,52,365.51,2,Savings,InnBucks,Harare RWP9660,4,2025-05-03,2025-05-21,2025-06-28,2028-05-05,21866.96,65.6,36,Bi-Weekly,Home_Improvement,Male,18-Apr-1957,Widowed,5,NGO,85,1002.42,2,Property,Bank_Transfer,Harare ZSD6924,0,2026-02-01,2026-02-14,2026-03-26,2027-08-08,15092.47,19.39,18,Monthly,Working_Capital,Female,27-Oct-1970,Married,4,Mining,44,2174.28,1,None,EcoCash,Matabeleland_North CVN9903,3,2025-05-19,2025-05-29,2025-07-10,2026-11-20,1405.92,16.55,18,Monthly,School_Fees,Male,23-Apr-1999,Married,0,Retail_Trade,32,799.22,1,None,OneMoney,Mashonaland_Central JZH4481,1,2026-01-14,2026-01-21,2026-02-20,2028-01-11,1419.44,15.91,24,Monthly,Working_Capital,Male,12-Aug-2002,Single,2,Agriculture,19,150.99,4,,Cash,Matabeleland_North TVO6484,0,2024-12-25,2025-01-13,2025-02-12,2025-07-12,861.04,100.59,6,Monthly,Farming_Inputs,Female,12-Sep-2005,Single,3,Agriculture,7,299.93,1,None,EcoCash,Manicaland DSW4641,1,2025-10-13,2025-10-16,2025-11-10,2026-04-14,5014.35,117.19,6,Monthly,Stock_Purchase,Male,14-Jun-1991,Divorced,2,,48,344.22,2,Vehicle,Bank_Transfer,Harare DTC6376,1,2025-10-01,2025-10-05,2025-11-09,2027-09-25,3540.29,111.16,24,Monthly,Business_Expansion,Male,29-Mar-1983,Married,4,Manufacturing,134,194.05,0,Guarantor,EcoCash,Harare NEQ1445,0,2025-09-20,2025-10-09,2025-11-21,2026-04-07,968.54,16.44,6,Monthly,Wedding,Female,05-Dec-1957,Married,6,Informal_Sector,17,135.91,0,None,Cash,Mashonaland_Central MGN0204,3,2025-11-06,2025-11-15,2025-12-11,2027-11-05,1667.82,14.6,24,Monthly,Rent,Male,05-Oct-1980,Married,6,Mining,71,629.61,2,Savings,EcoCash,Midlands LFJ2299,4,2025-11-26,2025-12-13,2026-01-09,2026-12-08,9196.0,19.01,12,Weekly,Equipment,Male,29-Dec-2005,Single,2,Construction,11,334.33,2,,EcoCash,Harare MBZ9428,2,2025-03-05,2025-03-21,2025-05-03,2027-03-11,8388.78,12.56,24,Monthly,Farming_Inputs,Male,27-Apr-1996,Married,,Retail_Trade,5,599.76,1,Property,Bank_Transfer,Bulawayo ERK3686,3,2026-01-26,2026-01-30,2026-03-02,2027-01-25,1365.91,17.73,12,Monthly,Personal,Female,09-Dec-1983,Married,0,Government,118,622.83,1,Guarantor,InnBucks,Harare DMU6787,3,2025-09-17,2025-10-05,2025-11-06,2026-04-03,1941.52,15.17,6,Monthly,,Female,20-Sep-1994,Married,1,Government,150,502.87,2,Guarantor,Bank_Transfer,Masvingo MNZ9630,2,2025-06-13,2025-07-02,2025-08-05,2025-12-29,1340.52,79.78,6,Monthly,Farming_Inputs,Female,20-May-1988,Married,2,Informal_Sector,21,174.41,4,Property,EcoCash,Manicaland PLD3289,0,2025-02-07,2025-02-13,2025-03-28,2026-02-08,487.96,15.01,12,Weekly,Medical,Male,30-Jul-2005,Single,0,Informal_Sector,30,137.57,2,,EcoCash,Masvingo PYZ0091,0,2025-10-26,2025-11-10,2025-12-13,2026-11-05,1406.89,118.06,12,Weekly,Rent,Female,14-Dec-1971,Married,4,Agriculture,74,356.97,6,None,EcoCash,Harare QYG2595,5,2025-07-07,2025-07-22,2025-08-27,2026-01-18,299.33,118.83,6,Bi-Weekly,Funeral,Male,23-Jul-1961,Divorced,3,Government,100,400.38,5,Property,InnBucks,Midlands AFI1911,3,2025-10-13,2025-10-19,2025-11-26,2027-04-12,1701.97,16.98,18,Monthly,Debt_Consolidation,Male,31-Jan-1989,Single,1,Retail_Trade,70,571.8,2,Guarantor,Bank_Transfer,Mashonaland_West IUT6554,1,2025-07-26,2025-08-06,2025-09-03,2026-02-02,1550.91,16.84,6,Weekly,Business_Expansion,Male,07-Mar-1995,Single,,Informal_Sector,12,158.98,2,None,EcoCash,Midlands IID4833,0,2025-04-21,2025-05-10,2025-06-05,2025-11-06,567.78,134.74,6,Monthly,Funeral,Male,27-Jun-1972,Single,3,Informal_Sector,20,244.66,0,Livestock,Cash,Harare YUM6195,0,2025-01-04,2025-01-05,2025-02-17,2026-06-29,11079.55,110.18,18,Monthly,Farming_Inputs,Male,11-Oct-1970,Married,5,NGO,126,1802.55,2,None,EcoCash,Harare IDK5493,5,2025-07-08,2025-07-28,2025-09-11,2026-01-24,154.61,19.68,6,Weekly,Personal,Female,08-Aug-2001,Married,2,Informal_Sector,15,149.93,1,Property,EcoCash,Matabeleland_South RMZ3418,0,2025-04-27,2025-05-12,2025-06-12,2026-11-03,3137.94,159.82,18,Monthly,Farming_Inputs,Male,21-Feb-1964,Divorced,3,Government,134,543.92,8,Livestock,EcoCash,Mashonaland_West YOF1202,3,2025-10-03,2025-10-14,2025-11-13,2026-04-12,554.59,16.97,6,Weekly,Medical,Male,15-Jun-2004,Single,1,Agriculture,26,182.94,0,None,Bank_Transfer,Mashonaland_East OBH7504,0,2025-03-09,2025-03-11,2025-04-08,2025-09-07,4929.52,115.2,6,Bi-Weekly,Livestock,Female,25-Dec-2003,Single,0,Finance,36,1099.15,5,Property,EcoCash,Harare PBG3271,2,2025-07-11,2025-07-13,2025-08-09,2026-07-08,2222.65,12.85,12,Bi-Weekly,Farming_Inputs,Male,24-Jan-1988,Married,5,Education,97,307.42,2,Guarantor,EcoCash,Harare GYN7033,2,2025-05-24,2025-06-01,2025-06-26,2026-11-23,2670.28,113.73,18,Monthly,Farming_Inputs,Male,13-Jun-1971,Divorced,5,Transport,,833.67,1,,Cash,Harare BRJ6883,0,2026-02-10,2026-02-13,2026-03-10,2026-08-12,1538.22,121.01,6,Monthly,Farming_Inputs,Female,19-Jul-1980,Divorced,4,Education,72,517.07,4,Savings,EcoCash,Harare QBO3877,0,2025-06-21,2025-06-30,2025-08-09,2025-12-27,1049.19,143.07,6,Weekly,Personal,Male,18-Oct-1984,Married,3,,113,444.55,5,Guarantor,Cash,Masvingo YXZ9927,1,2025-04-02,2025-04-05,2025-05-20,2026-09-27,4591.89,15.16,18,Monthly,Equipment,Female,01-Jan-2000,Single,5,Healthcare,16,425.56,3,None,OneMoney,Harare OLD0052,4,2025-07-26,2025-08-13,2025-09-08,2027-08-03,10893.23,15.68,24,Monthly,Vehicle,Male,24-Jul-1987,Single,2,Retail_Trade,63,657.95,0,Livestock,InnBucks,Mashonaland_East CNX1986,1,2025-04-20,2025-04-24,2025-05-28,2025-10-21,2800.74,117.76,6,Monthly,Business_Expansion,Male,09-Apr-1981,Divorced,4,Informal_Sector,18,436.18,1,Guarantor,EcoCash,Midlands JZH5443,3,2025-07-21,2025-07-27,2025-09-10,2027-07-17,305.79,16.19,24,Bi-Weekly,Medical,Male,22-Aug-2002,Single,0,Agriculture,39,102.73,0,Savings,Cash,Manicaland DYM5551,0,2025-08-16,2025-08-22,2025-09-19,2026-08-17,2181.8,15.28,12,Monthly,Equipment,Male,04-Dec-1991,Married,3,Telecom,50,432.19,3,Guarantor,EcoCash,Harare NUK9864,2,2026-02-11,2026-02-17,2026-03-15,2026-08-16,17120.99,90.61,6,Monthly,Farming_Inputs,Female,07-Jan-1982,Married,2,Telecom,65,1055.56,1,Livestock,EcoCash,Harare SYM9711,2,2026-01-28,2026-02-01,2026-02-26,2026-07-31,2600.25,122.95,6,Monthly,Livestock,Male,09-Aug-1990,Single,3,Education,128,591.39,5,None,EcoCash,Midlands TOD4932,0,2025-11-04,2025-11-07,2025-12-02,2026-05-06,670.07,16.62,6,Monthly,Business_Expansion,Male,01-Mar-1963,Married,7,Agriculture,27,113.47,0,Livestock,EcoCash,Harare BTU0301,3,2025-07-21,2025-08-10,2025-09-08,2026-08-05,1190.38,16.95,12,Bi-Weekly,School_Fees,Male,20-Jun-1989,,1,Agriculture,,285.88,0,None,EcoCash,Midlands AJA9066,0,2026-02-14,2026-02-18,2026-04-02,2027-08-12,1717.03,117.1,18,Monthly,Debt_Consolidation,Male,19-Oct-1970,Widowed,1,Agriculture,32,346.17,1,Vehicle,Bank_Transfer,Bulawayo FPN7604,3,2025-06-19,2025-07-10,2025-08-19,2026-07-05,2210.07,16.86,12,Monthly,Medical,Male,20-Jun-2001,Single,2,Government,73,421.12,0,Property,Bank_Transfer,Midlands IWK5748,1,2025-03-21,2025-03-28,2025-05-03,2026-03-23,4588.23,112.31,12,Weekly,Equipment,Female,04-Apr-1969,Divorced,7,Telecom,111,782.41,1,Guarantor,Cash,Manicaland OSA5438,5,2024-12-29,2025-01-10,2025-02-13,2025-04-10,618.5,16.3,3,Monthly,Funeral,Male,29-Jun-1966,Married,4,Informal_Sector,16,558.86,2,Guarantor,Cash,Mashonaland_East IXV7393,4,2025-12-27,2025-12-29,2026-02-02,2028-12-13,5150.29,88.99,36,Monthly,Home_Improvement,Female,09-Jan-1968,Married,6,Construction,100,625.06,4,Savings,EcoCash,Bulawayo FLI2208,0,2025-04-15,2025-04-27,2025-05-25,2026-04-22,1998.69,164.07,12,Monthly,Vehicle,Male,17-Jun-1961,Married,3,Transport,40,308.54,5,Savings,Cash,Manicaland WED7235,3,2026-02-02,2026-02-21,2026-04-01,2027-08-15,1378.21,15.35,18,Bi-Weekly,Medical,Male,08-Nov-1977,Married,6,Transport,151,406.31,1,None,EcoCash,Manicaland XBF6820,0,2025-05-03,2025-05-18,2025-06-28,2025-08-16,1926.22,120.21,3,Monthly,Funeral,Male,13-Oct-1994,Married,2,Healthcare,90,524.63,0,Guarantor,Cash,Matabeleland_South GTI2773,1,2025-08-25,2025-09-03,2025-10-10,2026-03-02,5646.62,11.83,6,Monthly,Working_Capital,,13-Nov-1980,Married,,Government,171,505.8,0,Guarantor,InnBucks,Harare ETD1365,1,2026-01-28,2026-02-08,2026-03-09,2027-02-03,4342.37,134.62,12,Monthly,Equipment,Male,20-Nov-1995,Single,1,Mining,70,503.63,0,None,Bank_Transfer,Manicaland YBJ4724,2,2026-01-14,2026-01-18,2026-02-27,2028-01-08,1866.04,124.31,24,Monthly,Farming_Inputs,Male,19-Feb-1983,Married,3,Education,,432.97,1,Livestock,InnBucks,Mashonaland_East TPO5722,5,2025-02-15,2025-02-18,2025-03-15,2025-04-19,266.36,19.19,2,Bi-Weekly,Medical,Male,06-Jun-1985,Divorced,3,Retail_Trade,57,171.07,0,Savings,Cash,Midlands SSW1446,2,2025-06-17,2025-06-22,2025-07-17,2027-06-12,1141.31,95.4,24,Monthly,Farming_Inputs,Female,12-Oct-1968,Single,0,Agriculture,35,210.77,1,Property,InnBucks,Harare AGB9743,5,2025-09-24,2025-09-25,2025-11-07,2025-11-24,719.8,139.16,2,Weekly,Rent,Male,29-Nov-1983,Single,4,Construction,,,0,Vehicle,InnBucks,Matabeleland_North TUX4026,1,2025-04-14,2025-05-04,2025-06-10,2026-04-29,2809.46,84.63,12,Monthly,Business_Expansion,Male,04-Sep-1970,Divorced,2,Transport,,,2,Savings,EcoCash,Mashonaland_West LFH5084,2,2026-01-18,2026-01-28,2026-03-05,2027-01-23,2504.17,94.99,12,Monthly,Livestock,Male,30-Apr-1991,Single,1,Agriculture,71,314.01,0,Livestock,Bank_Transfer,Harare MJA0420,0,2025-09-06,2025-09-15,2025-10-27,2026-09-10,2959.95,,12,Monthly,Farming_Inputs,Male,14-Jan-1991,Single,1,Retail_Trade,69,761.13,0,Guarantor,EcoCash,Mashonaland_West OUC5158,1,2025-03-20,2025-04-01,2025-05-03,2028-03-16,4029.42,137.27,36,Monthly,Working_Capital,Male,15-Jun-2004,Divorced,1,Education,42,466.47,5,None,EcoCash,Mashonaland_Central QBM6980,3,2025-06-01,2025-06-07,2025-07-21,2027-05-28,2615.53,13.42,24,Monthly,Personal,Female,09-Apr-1987,Married,1,Finance,76,528.27,2,Property,EcoCash,Matabeleland_North MUP4364,2,2025-09-23,2025-09-24,2025-10-22,2027-03-18,1627.57,133.48,18,Monthly,Farming_Inputs,Female,09-Jan-1999,Married,4,,33,103.41,2,Livestock,InnBucks,Mashonaland_Central LXS8907,4,2025-05-23,2025-06-05,2025-07-18,2029-05-15,22296.87,79.94,48,Monthly,Home_Improvement,Female,30-Mar-1993,Widowed,1,NGO,,887.97,1,Vehicle,EcoCash,Midlands TFL1336,4,2025-07-11,2025-07-24,2025-08-26,2027-07-14,4429.05,20.45,24,Monthly,Vehicle,Female,17-Feb-1964,Married,2,Agriculture,127,233.95,1,None,InnBucks,Midlands DAW9391,1,2025-05-25,2025-06-09,2025-07-10,2026-12-01,24923.73,16.99,18,Monthly,Equipment,Female,14-Aug-1964,Divorced,2,Mining,36,1430.96,3,None,EcoCash,Harare ISS1895,3,2025-03-10,2025-03-20,2025-04-28,2026-03-15,375.89,11.98,12,Monthly,,Female,28-Sep-1975,Divorced,2,Agriculture,68,142.02,0,Property,EcoCash,Mashonaland_East MCB6789,1,2024-12-22,2025-01-02,2025-01-28,2025-07-01,4075.11,15.03,6,Monthly,Equipment,Male,31-Jul-1992,Married,3,Agriculture,116,302.94,0,None,InnBucks,Harare OXE0035,3,2025-10-10,2025-10-30,2025-12-07,2026-10-25,2904.88,15.03,12,Monthly,Medical,Male,23-Oct-1997,Married,4,Telecom,61,555.78,2,Savings,Cash,Mashonaland_Central SPM4129,3,2025-04-09,2025-04-17,2025-05-16,2026-04-12,1830.16,12.95,12,Bi-Weekly,Debt_Consolidation,Male,31-Oct-1993,Single,3,Construction,86,593.9,7,,Bank_Transfer,Harare TFN9819,0,2025-03-25,2025-03-29,2025-05-11,2026-03-24,282.4,15.47,12,Monthly,Vehicle,Male,25-Oct-1984,Single,0,Informal_Sector,11,195.71,6,None,EcoCash,Harare ZMC3441,0,2025-05-31,2025-06-06,2025-07-19,2025-09-04,1972.12,15.04,3,Monthly,Medical,Male,28-Oct-1972,Widowed,6,Manufacturing,153,748.21,3,Vehicle,Cash,Manicaland VEH5136,1,2025-01-13,2025-01-21,2025-02-26,2026-01-16,28552.32,14.47,12,Monthly,Business_Expansion,Male,13-Aug-1992,Married,3,Finance,79,2129.03,0,Guarantor,InnBucks,Harare HEO2144,4,2025-01-28,2025-02-03,2025-03-12,2027-01-24,7820.41,16.04,24,Monthly,Home_Improvement,Male,16-Feb-1959,Widowed,4,Agriculture,65,268.64,3,Guarantor,Bank_Transfer,Mashonaland_West TRB9176,2,2025-05-19,2025-06-03,2025-07-17,2026-11-25,3186.89,104.59,18,Bi-Weekly,Equipment,Male,31-Jan-1967,Married,3,Retail_Trade,42,716.43,1,None,InnBucks,Mashonaland_Central FGJ1745,1,2025-09-11,2025-09-21,2025-10-28,2028-09-05,7527.66,10.57,36,Monthly,,Female,11-Sep-1991,Divorced,3,Manufacturing,48,914.14,1,Property,Cash,Mashonaland_West XTX2547,2,2025-03-08,2025-03-28,2025-05-03,2026-09-19,3578.87,103.1,18,Monthly,Working_Capital,Female,05-Apr-1974,Married,0,Construction,47,396.62,0,Livestock,Bank_Transfer,Harare ICV6713,1,2025-01-08,2025-01-12,2025-02-09,2027-01-02,13339.23,108.61,24,Monthly,Equipment,Female,04-Oct-1996,Widowed,3,Manufacturing,116,600.73,0,Property,InnBucks,Harare CED7966,1,2026-01-01,2026-01-20,2026-02-22,2027-01-15,6635.23,13.9,12,Monthly,Business_Expansion,Male,21-Jun-1985,Single,3,Government,110,693.47,2,Livestock,EcoCash,Midlands SDI9954,2,2025-07-31,2025-08-15,2025-09-14,2027-02-06,3335.07,105.62,18,Bi-Weekly,Livestock,Female,15-Mar-1983,Divorced,,Government,156,318.41,1,Livestock,EcoCash,Harare VLF4370,3,2025-07-13,2025-07-22,2025-08-25,2027-07-12,631.3,16.27,24,Monthly,Debt_Consolidation,Male,02-Aug-1982,Single,5,Education,,232.6,2,Guarantor,EcoCash,Harare YBI1526,2,2025-11-03,2025-11-22,2025-12-19,2026-05-21,4109.67,,6,Bi-Weekly,Working_Capital,Female,30-Apr-1996,Married,4,Healthcare,93,327.16,0,Livestock,Cash,Harare AKD9529,0,2025-09-21,2025-10-12,2025-11-09,2026-04-10,716.45,18.9,6,Bi-Weekly,Livestock,Male,24-Mar-1973,,4,Agriculture,32,184.51,5,None,EcoCash,Harare ZIY2949,0,2025-08-19,2025-09-06,2025-10-07,2026-03-05,5790.99,132.41,6,Bi-Weekly,Debt_Consolidation,Female,26-Jul-1987,Divorced,3,Telecom,59,1714.18,0,Savings,Bank_Transfer,Bulawayo SHG0969,2,2025-09-24,2025-10-15,2025-11-20,2026-10-10,703.88,98.53,12,Monthly,Equipment,Male,29-May-2001,Married,4,Agriculture,,172.69,1,None,OneMoney,Harare ASJ3263,2,2025-03-15,2025-04-05,2025-05-17,2025-12-31,7136.87,78.38,9,Monthly,Equipment,Female,23-Nov-2002,Single,1,NGO,,706.34,2,Property,Bank_Transfer,Harare LEB5194,4,2025-01-15,2025-01-21,2025-02-16,2026-01-16,1706.67,14.18,12,Monthly,Vehicle,Male,10-Oct-1979,Married,4,Agriculture,77,,2,None,Cash,Harare BJV3212,4,2025-04-11,2025-04-25,2025-06-07,2029-04-04,5685.23,17.19,48,Monthly,Vehicle,Female,13-Feb-1996,Married,2,Transport,80,357.37,5,Guarantor,InnBucks,Harare VHW3643,3,2025-06-30,2025-07-14,2025-08-17,2026-07-09,1257.97,17.91,12,Monthly,Debt_Consolidation,Female,14-Nov-1984,Divorced,3,Government,77,548.03,1,Livestock,Bank_Transfer,Harare AIC2509,1,2025-09-24,2025-09-30,2025-11-02,2026-03-29,1008.8,13.84,6,Monthly,Business_Expansion,Male,21-Nov-1956,Single,5,Informal_Sector,14,120.85,1,Savings,Bank_Transfer,Harare JOD0140,0,2025-04-06,2025-04-19,2025-05-19,2025-07-18,2155.32,161.63,3,Monthly,Rent,Female,24-Oct-2004,Single,,Retail_Trade,14,574.56,2,Savings,EcoCash,Harare AFU6285,1,2025-06-17,2025-06-21,2025-08-02,2025-12-18,4488.21,138.76,6,Monthly,Business_Expansion,Male,25-May-1969,Divorced,5,Construction,17,461.17,3,,EcoCash,Masvingo BPX1480,4,2025-10-10,2025-10-18,2025-11-14,2026-10-13,4398.62,16.35,12,Monthly,Equipment,Male,18-Nov-1986,Single,2,Transport,138,258.99,0,Livestock,Bank_Transfer,Harare FOQ9360,4,2025-06-18,2025-07-05,2025-08-13,2029-06-14,45447.29,16.53,48,Monthly,Home_Improvement,Male,29-Mar-1962,Married,7,Telecom,62,1370.63,3,None,EcoCash,Mashonaland_East QRV6768,5,2025-05-03,2025-05-08,2025-06-04,2025-08-06,221.06,189.08,3,Monthly,Medical,Female,06-Jun-1961,Married,3,Informal_Sector,6,148.7,4,,Bank_Transfer,Harare JIO8124,2,2025-08-04,2025-08-17,2025-09-20,2026-05-14,284.63,108.94,9,Weekly,Livestock,Female,27-Jul-1985,Widowed,7,Informal_Sector,9,,2,Property,EcoCash,Mashonaland_West VBG8435,0,2025-10-07,2025-10-28,2025-11-28,2027-10-18,1210.7,108.9,24,Bi-Weekly,Medical,Male,22-May-1975,Widowed,2,Agriculture,,184.75,1,,OneMoney,Matabeleland_North UJK1395,3,2025-01-03,2025-01-20,2025-02-16,2025-07-19,150.22,14.98,6,Monthly,Rent,Male,20-Jan-1994,Single,3,Informal_Sector,15,63.72,4,Savings,OneMoney,Harare FYB9461,1,2026-01-08,2026-01-29,2026-02-23,2026-07-28,3088.88,14.61,6,Monthly,Business_Expansion,Female,22-Jan-1969,Widowed,3,Education,67,,2,Guarantor,Bank_Transfer,Masvingo LDQ2649,1,2025-03-07,2025-03-18,2025-04-25,2026-03-13,5479.28,135.04,12,Weekly,Stock_Purchase,Female,29-Oct-1979,Divorced,4,Construction,43,554.24,0,Guarantor,EcoCash,Harare IBD7077,0,2025-05-03,2025-05-20,2025-06-28,2025-11-16,4431.45,91.71,6,Monthly,Medical,Female,25-Sep-1985,Married,6,Retail_Trade,26,832.04,4,Guarantor,EcoCash,Manicaland KRB5307,0,2025-04-20,2025-04-24,2025-06-06,2025-07-23,241.1,15.61,3,Monthly,Debt_Consolidation,Male,19-Sep-1983,Widowed,3,Agriculture,71,79.75,1,None,EcoCash,Masvingo YMM3305,2,2025-05-16,2025-05-31,2025-06-27,2026-02-25,7326.84,16.89,9,Monthly,Livestock,Male,11-Aug-1998,Single,2,Retail_Trade,82,383.48,0,Livestock,EcoCash,Manicaland UPX2572,0,2025-06-09,2025-06-13,2025-07-27,2025-09-11,4043.38,18.47,3,Monthly,Working_Capital,Female,04-Aug-1985,Married,5,Mining,109,1317.26,6,Guarantor,EcoCash,Harare JQH9365,0,2026-01-29,2026-02-10,2026-03-15,2028-01-31,2815.32,19.22,24,Bi-Weekly,Funeral,Male,14-Mar-1999,,2,Mining,41,832.26,5,None,EcoCash,Harare MLW7872,0,2025-01-05,2025-01-26,2025-03-10,2025-07-25,1255.51,105.03,6,Monthly,Stock_Purchase,Female,29-Sep-1983,Divorced,1,Manufacturing,86,,2,Savings,EcoCash,Harare FMW5804,1,2025-07-28,2025-08-11,2025-09-14,2028-07-26,10507.53,15.13,36,Monthly,Business_Expansion,Male,02-Apr-1992,Married,,Healthcare,,,0,Vehicle,EcoCash,Harare PEG3670,2,2025-11-18,2025-11-23,2026-01-06,2027-11-13,1880.55,,24,Monthly,Equipment,Male,06-May-1981,Married,3,Informal_Sector,28,221.91,0,Property,InnBucks,Midlands HPV6445,3,2025-01-13,2025-01-23,2025-02-27,2027-01-13,2522.32,13.93,24,Monthly,Medical,Male,23-Oct-1995,Single,3,Healthcare,80,512.22,2,Guarantor,EcoCash,Bulawayo DJJ0601,3,2025-11-15,2025-11-23,2026-01-04,2026-11-18,2193.43,12.44,12,Monthly,Personal,Female,12-Nov-1995,Married,2,Healthcare,22,582.81,2,Savings,EcoCash,Bulawayo NCD6920,0,2025-08-06,2025-08-20,2025-10-01,2025-11-18,1937.88,18.16,3,Monthly,Working_Capital,Female,14-Feb-1984,Married,5,Agriculture,88,222.78,2,None,Bank_Transfer,Manicaland LHV4605,2,2026-01-02,2026-01-22,2026-03-01,2027-01-17,4506.56,121.77,12,Monthly,Working_Capital,Male,24-Oct-1973,Widowed,4,Healthcare,135,460.48,0,Property,EcoCash,Midlands ZQK5110,3,2025-02-19,2025-03-11,2025-04-07,2026-03-06,757.12,15.83,12,Monthly,Debt_Consolidation,Female,21-Sep-2000,Single,4,Agriculture,26,195.71,6,Guarantor,InnBucks,Harare GXJ3881,1,2025-05-24,2025-05-27,2025-06-21,2028-05-11,5880.62,89.86,36,Monthly,Stock_Purchase,Male,06-Mar-1974,Married,5,Healthcare,28,809.79,1,Property,InnBucks,Bulawayo ESS5640,4,2026-02-10,2026-02-20,2026-04-03,2027-08-14,4208.64,17.67,18,Monthly,Home_Improvement,Female,30-May-1990,Single,2,Agriculture,114,136.4,0,None,EcoCash,Bulawayo TMB8649,4,2025-05-06,2025-05-07,2025-06-17,2029-04-16,4705.83,20.61,48,Monthly,Vehicle,Female,02-Feb-1971,,3,Agriculture,13,267.88,2,None,EcoCash,Harare PIM2851,0,2026-01-16,2026-01-25,2026-03-05,2026-07-24,3432.79,121.72,6,Monthly,Wedding,Female,30-Oct-1968,Widowed,3,Mining,116,1665.63,0,Livestock,Bank_Transfer,Midlands AAY0842,0,2025-04-15,2025-04-17,2025-05-27,2025-10-14,459.87,17.22,6,Monthly,Medical,Male,21-Mar-1980,Widowed,3,Agriculture,,,1,Savings,Cash,Masvingo CKF3096,4,2025-10-01,2025-10-21,2025-11-22,2028-10-05,31905.97,14.47,36,Monthly,Equipment,Male,02-May-2004,Single,,Mining,8,1059.27,1,,EcoCash,Harare FGV1618,2,2025-02-04,2025-02-10,2025-03-25,2026-08-04,3393.61,123.67,18,Monthly,Equipment,Male,27-Feb-1984,Married,6,Informal_Sector,21,487.52,5,Savings,EcoCash,Mashonaland_West PVS5967,3,2025-10-18,2025-11-05,2025-12-13,2027-04-29,1567.82,14.33,18,Monthly,School_Fees,Male,24-Jul-1982,Married,3,Agriculture,52,374.54,3,Savings,EcoCash,Matabeleland_North LIM3859,1,2025-07-16,2025-07-24,2025-08-20,2028-07-08,3438.2,92.74,36,Monthly,Working_Capital,,13-Aug-1972,Widowed,4,Informal_Sector,7,310.35,1,Savings,Bank_Transfer,Midlands RMR1331,3,2025-01-08,2025-01-16,2025-02-25,2026-01-11,2881.33,14.3,12,Monthly,Debt_Consolidation,Female,18-Jul-1972,Married,1,Construction,108,764.02,0,Guarantor,EcoCash,Midlands BEB3268,0,2025-01-30,2025-02-05,2025-03-15,2026-01-31,2765.48,134.97,12,Monthly,,Female,11-Oct-1970,Divorced,5,Government,25,783.4,0,Property,Bank_Transfer,Mashonaland_West IDY9946,0,2025-02-27,2025-03-10,2025-04-07,2026-03-05,1538.35,109.86,12,Monthly,Working_Capital,Female,17-Oct-2006,Single,1,Education,9,547.97,2,Property,Bank_Transfer,Harare ETR4969,0,2025-03-01,2025-03-05,2025-04-17,2026-08-27,3375.43,80.58,18,Monthly,Rent,Male,18-Jul-1992,Married,2,Education,20,596.67,0,None,Cash,Harare PWY8113,0,2025-11-08,2025-11-15,2025-12-13,2027-05-09,7559.79,104.3,18,Monthly,Business_Expansion,Male,09-Feb-1979,Married,3,Mining,88,1135.93,2,None,EcoCash,Harare WPT5799,4,2025-03-31,2025-04-11,2025-05-16,2026-04-06,10510.09,93.02,12,Monthly,Home_Improvement,Female,06-Oct-2004,Single,0,Government,15,584.78,2,Vehicle,EcoCash,Harare SMT5693,1,2026-02-08,2026-02-21,2026-04-07,2027-02-16,582.71,109.66,12,Bi-Weekly,Working_Capital,Female,30-Nov-1970,Married,2,Informal_Sector,10,,2,Guarantor,InnBucks,Mashonaland_Central MVK3353,1,2024-12-30,2025-01-18,2025-02-27,2027-01-08,17461.44,16.15,24,Monthly,Working_Capital,Female,03-Jun-2006,Single,2,Finance,18,747.66,3,Vehicle,EcoCash,Matabeleland_South PUW5873,0,2025-06-27,2025-07-04,2025-07-28,2025-10-02,3142.76,126.9,3,Monthly,Vehicle,Male,15-Mar-1959,Widowed,4,Finance,136,960.42,0,None,EcoCash,Manicaland NDR3956,3,2025-08-12,2025-08-16,2025-09-23,2026-02-12,1574.56,,6,Monthly,Debt_Consolidation,Male,09-Mar-1999,Single,,Retail_Trade,20,540.21,1,Guarantor,OneMoney,Harare NTO7966,0,2026-01-22,2026-01-26,2026-02-23,2026-04-26,2061.33,100.74,3,Weekly,Medical,Male,28-Dec-1996,Married,3,Agriculture,35,358.56,4,Guarantor,Bank_Transfer,Manicaland TEB7405,0,2026-01-14,2026-01-17,2026-02-17,2026-07-16,533.27,139.77,6,Monthly,Working_Capital,Male,20-Aug-1986,Married,5,Retail_Trade,42,,1,,Cash,Manicaland GTO9790,0,2025-07-13,2025-07-28,2025-08-22,2026-01-24,3011.75,117.84,6,Monthly,Stock_Purchase,Male,29-Apr-2003,Single,0,Education,7,600.7,0,Livestock,Bank_Transfer,Harare KBB5390,3,2025-01-29,2025-02-15,2025-03-23,2026-02-10,983.97,13.29,12,Monthly,School_Fees,Male,11-Apr-1956,Married,3,Manufacturing,74,289.25,2,Guarantor,EcoCash,Harare JTS4195,2,2025-08-22,2025-09-05,2025-10-18,2027-02-27,627.74,113.58,18,Monthly,Equipment,Male,19-Dec-2003,Single,1,Agriculture,6,65.64,4,Vehicle,Cash,Mashonaland_Central FKZ6121,3,2025-08-29,2025-09-12,2025-10-25,2026-03-11,3887.72,14.21,6,Monthly,Debt_Consolidation,Male,25-Feb-1999,Divorced,2,Retail_Trade,16,952.13,0,Guarantor,EcoCash,Mashonaland_Central ZYU0285,1,2025-07-24,2025-08-06,2025-09-06,2028-07-21,12733.83,14.57,36,Monthly,Equipment,Male,31-Jul-2000,Married,2,NGO,31,1231.86,0,Savings,Bank_Transfer,Manicaland MYZ6375,5,2024-12-26,2025-01-08,2025-02-13,2025-04-08,578.03,115.99,3,Monthly,Personal,Male,01-Jun-2004,Single,0,Agriculture,5,426.44,5,Property,OneMoney,Midlands YYM4394,2,2025-03-08,2025-03-22,2025-04-17,2026-03-17,4479.17,109.46,12,Monthly,Livestock,Male,24-Mar-1965,Divorced,4,Informal_Sector,5,244.29,1,None,EcoCash,Harare MOT2487,2,2025-12-10,2025-12-12,2026-01-16,2026-06-10,6937.76,98.21,6,Monthly,Farming_Inputs,Female,13-Apr-2004,Single,0,Government,,821.18,2,Livestock,Bank_Transfer,Mashonaland_West EEA6474,1,2026-02-18,2026-02-22,2026-04-02,2027-02-17,10931.72,13.49,12,Monthly,Equipment,Male,22-Jun-1969,Married,,Retail_Trade,134,510.07,0,Guarantor,Bank_Transfer,Harare UTP6684,1,2025-03-26,2025-03-28,2025-04-25,2026-03-23,3798.18,78.8,12,Monthly,Business_Expansion,Female,23-Feb-1993,Married,2,Education,60,320.08,1,Guarantor,EcoCash,Mashonaland_West KYP4853,1,2024-12-25,2025-01-12,2025-02-07,2025-07-11,9342.61,15.68,6,Monthly,Business_Expansion,Female,20-May-2000,Married,3,Education,22,481.84,0,Property,InnBucks,Harare EMM0394,3,2025-09-30,2025-10-16,2025-11-25,2026-04-14,2256.65,14.9,6,Monthly,Medical,Female,02-Oct-1982,Divorced,7,Retail_Trade,55,490.83,8,Savings,Cash,Mashonaland_East ZAQ4179,2,2025-11-23,2025-11-26,2025-12-26,2026-11-21,5915.41,9.65,12,Weekly,Farming_Inputs,Male,27-Nov-1977,Married,2,Government,68,,3,Livestock,Cash,Bulawayo RFJ5349,3,2024-12-22,2025-01-03,2025-02-10,2025-07-02,875.58,15.03,6,Monthly,School_Fees,Female,16-Mar-1997,Married,3,Manufacturing,53,169.02,5,None,EcoCash,Matabeleland_North HRK0701,2,2025-08-08,2025-08-18,2025-09-28,2026-08-13,1491.51,80.68,12,Monthly,Farming_Inputs,Male,22-Jan-1997,Married,2,Retail_Trade,49,359.31,0,Livestock,EcoCash,Midlands KSR8026,4,2025-01-30,2025-02-17,2025-03-27,2029-01-27,7303.74,85.44,48,Monthly,Vehicle,Male,06-Sep-1981,Married,4,Government,,,1,Savings,EcoCash,Bulawayo RYZ8152,1,2025-05-31,2025-06-20,2025-08-04,2027-06-10,5210.45,15.89,24,Monthly,Equipment,Male,18-Oct-1962,Married,4,Informal_Sector,7,432.64,1,Guarantor,Cash,Harare GLA5774,2,2025-10-22,2025-11-12,2025-12-17,2027-05-06,8743.75,14.56,18,Monthly,Working_Capital,Male,31-Mar-1979,Married,,Education,99,747.84,2,Property,InnBucks,Harare CXM6380,2,2026-02-15,2026-02-23,2026-04-07,2027-02-18,9162.26,115.22,12,Monthly,Farming_Inputs,Male,23-May-1959,Widowed,5,Transport,96,856.8,1,None,Bank_Transfer,Harare VKS1935,1,2025-11-06,2025-11-14,2025-12-25,2026-05-13,7009.28,16.63,6,Bi-Weekly,Stock_Purchase,Female,20-Feb-1996,Divorced,1,Government,133,746.46,1,None,EcoCash,Bulawayo OLY4676,0,2025-04-16,2025-05-05,2025-06-16,2025-11-01,3745.58,15.92,6,Monthly,Business_Expansion,Female,26-Jun-1988,Married,5,Retail_Trade,82,1037.95,2,Guarantor,InnBucks,Harare CJU5534,0,2025-03-22,2025-03-30,2025-04-27,2025-09-26,1723.52,78.61,6,Bi-Weekly,Wedding,Female,24-Jun-1972,Divorced,3,Government,132,,3,Guarantor,EcoCash,Masvingo MSE9863,0,2025-01-20,2025-01-27,2025-03-07,2025-07-26,10785.09,90.98,6,Bi-Weekly,Rent,Male,20-Aug-1961,Single,2,Mining,75,,1,Guarantor,EcoCash,Harare OZM6965,5,2025-05-15,2025-05-22,2025-07-01,2025-08-20,1427.53,161.56,3,Weekly,Rent,Male,28-Jun-1999,Married,4,Construction,16,871.39,0,Livestock,InnBucks,Mashonaland_East GVX1518,2,2025-12-02,2025-12-11,2026-01-11,2026-06-09,5041.69,128.76,6,Monthly,Equipment,Male,07-May-1995,Divorced,3,NGO,73,926.75,0,Livestock,Cash,Mashonaland_West NWR9800,1,2026-01-27,2026-02-16,2026-03-16,2029-01-31,5567.3,112.76,36,Bi-Weekly,Stock_Purchase,Male,23-Dec-1964,Married,0,Agriculture,143,394.3,1,Livestock,Cash,Masvingo GKG9293,2,2025-09-12,2025-09-23,2025-11-05,2026-09-18,784.29,11.1,12,Monthly,Equipment,Female,03-Jun-1965,Married,4,Transport,76,191.32,1,None,EcoCash,Mashonaland_East SOI0594,1,2025-11-21,2025-12-11,2026-01-16,2027-06-04,4369.93,78.21,18,Bi-Weekly,Business_Expansion,Female,02-Nov-1972,Divorced,4,Retail_Trade,68,272.02,0,Guarantor,Bank_Transfer,Harare UAK9715,1,2025-07-17,2025-07-31,2025-08-28,2026-07-26,5069.71,99.24,12,Monthly,Business_Expansion,Female,30-Sep-1979,Widowed,3,Construction,104,,1,Guarantor,OneMoney,Manicaland HNS4860,0,2025-04-10,2025-04-13,2025-05-26,2025-07-12,1943.89,17.95,3,Monthly,Personal,Male,08-Mar-1990,Married,3,Agriculture,143,,3,None,Cash,Mashonaland_West QQE1863,1,2024-12-22,2025-01-10,2025-02-09,2026-01-05,5378.55,126.25,12,Monthly,Stock_Purchase,Male,12-Mar-1995,Married,3,Informal_Sector,,528.81,0,Vehicle,Cash,Harare AOM1139,4,2025-05-02,2025-05-09,2025-06-16,2026-05-04,1081.83,20.56,12,Monthly,Equipment,Female,18-Feb-1986,Married,6,Informal_Sector,28,89.96,3,Guarantor,OneMoney,Harare JND5222,1,2025-04-04,2025-04-05,2025-05-16,2026-03-31,1026.27,127.55,12,Monthly,Stock_Purchase,Female,20-Feb-1971,Widowed,3,Agriculture,107,77.88,5,Property,Cash,Manicaland DUR7694,4,2025-07-05,2025-07-10,2025-08-23,2027-01-01,60083.03,18.32,18,Monthly,Home_Improvement,Female,29-Jul-1995,Divorced,1,Finance,,1922.49,0,Property,Cash,Harare BYJ7605,3,2026-02-11,2026-02-25,2026-03-26,2028-02-15,2461.37,14.2,24,Monthly,,Female,09-Dec-1976,Married,6,Agriculture,107,,1,None,OneMoney,Harare SCA1279,1,2025-08-24,2025-09-01,2025-10-02,2028-08-16,31828.87,134.77,36,Monthly,Stock_Purchase,Male,08-Jul-1983,Married,5,Telecom,59,2044.6,2,Vehicle,EcoCash,Midlands KIR1085,2,2025-06-05,2025-06-11,2025-07-11,2026-06-06,3872.08,75.69,12,Monthly,Farming_Inputs,Male,15-Jul-1985,Married,2,,43,,1,Livestock,Bank_Transfer,Harare WYD6141,3,2025-07-30,2025-08-09,2025-09-20,2027-01-31,1479.58,15.64,18,Monthly,Personal,Female,23-Apr-1972,Married,4,Informal_Sector,8,304.84,0,Property,Bank_Transfer,Masvingo BGT0275,3,2025-06-28,2025-07-05,2025-08-02,2026-01-01,3079.72,15.91,6,Monthly,School_Fees,Female,19-Apr-1995,Divorced,2,Retail_Trade,58,867.31,4,,OneMoney,Bulawayo MMI2820,0,2025-08-18,2025-08-26,2025-10-03,2027-08-16,1198.06,119.17,24,Monthly,Farming_Inputs,Female,18-Mar-1980,Married,6,Informal_Sector,23,,1,None,Bank_Transfer,Mashonaland_Central BWL9777,4,2025-10-04,2025-10-08,2025-11-04,2028-09-22,7197.7,21.18,36,Monthly,Home_Improvement,Female,22-Mar-1998,Single,1,Retail_Trade,69,542.6,2,Vehicle,EcoCash,Harare KSS8555,1,2025-04-29,2025-05-02,2025-06-09,2026-04-27,5089.7,94.11,12,Monthly,Business_Expansion,Female,18-Jul-1998,Married,2,Healthcare,72,497.48,0,Livestock,Cash,Mashonaland_West FRH0417,4,2025-11-08,2025-11-22,2026-01-01,2027-11-12,4533.45,114.29,24,Monthly,Equipment,Male,07-Oct-2006,Single,2,Manufacturing,6,350.52,1,None,EcoCash,Harare CGN9405,3,2025-11-04,2025-11-13,2025-12-17,2027-11-03,2808.19,16.34,24,Monthly,Medical,Male,18-Nov-1970,Married,4,Manufacturing,93,1005.0,2,Guarantor,Bank_Transfer,Harare UKT3236,2,2025-02-01,2025-02-09,2025-03-11,2025-08-08,3221.63,13.99,6,Weekly,Livestock,Female,09-Dec-1980,Married,2,Retail_Trade,105,341.31,3,Guarantor,EcoCash,Mashonaland_East OTX7862,1,2025-07-13,2025-07-23,2025-09-03,2026-07-18,2068.64,149.36,12,Monthly,Stock_Purchase,Female,21-Dec-1992,Married,1,Agriculture,86,,0,Property,EcoCash,Harare BSI6803,5,2025-06-01,2025-06-15,2025-07-15,2025-09-13,956.03,170.74,3,Monthly,Medical,Female,26-Dec-1981,Married,,Finance,67,864.78,0,Guarantor,Bank_Transfer,Mashonaland_West TTQ0940,0,2025-05-20,2025-06-10,2025-07-11,2026-06-05,685.63,16.75,12,Bi-Weekly,Farming_Inputs,Male,29-Jun-1998,Married,2,Agriculture,31,158.08,2,Property,Cash,Matabeleland_North TWS2621,1,2026-01-24,2026-02-11,2026-03-28,2027-02-06,14755.11,116.08,12,Monthly,Business_Expansion,Female,07-Feb-1993,Single,6,Government,67,959.27,3,Vehicle,InnBucks,Midlands LUR7303,3,2025-09-23,2025-09-25,2025-10-28,2026-03-24,840.83,13.55,6,Bi-Weekly,Rent,Male,22-Jul-1979,Married,2,Retail_Trade,46,271.88,1,Guarantor,EcoCash,Mashonaland_East YBG1625,5,2025-11-14,2025-12-01,2025-12-27,2025-12-31,522.47,132.06,1,Monthly,Personal,Male,09-Jul-1998,Married,3,Agriculture,29,236.18,4,None,InnBucks,Mashonaland_East FSQ3432,3,2025-12-19,2025-12-23,2026-01-23,2026-12-18,3375.47,14.86,12,Monthly,Personal,Male,06-Mar-2003,Single,1,Retail_Trade,9,770.95,0,None,InnBucks,Harare JTK0613,1,2025-02-26,2025-02-27,2025-04-06,2026-08-21,8488.08,88.15,18,Monthly,Equipment,Female,09-Apr-1982,Divorced,3,Transport,32,614.1,1,Savings,Bank_Transfer,Bulawayo WYK3449,5,2025-02-02,2025-02-09,2025-03-21,2025-05-10,787.39,121.52,3,Monthly,Rent,Male,24-Feb-1976,Widowed,4,Education,117,557.39,2,Vehicle,Bank_Transfer,Masvingo ULH3218,0,2025-12-05,2025-12-13,2026-01-09,2026-12-08,1881.98,162.31,12,Weekly,Wedding,Male,07-Feb-1988,Divorced,,Construction,115,720.69,2,Livestock,EcoCash,Mashonaland_East JVK5990,3,2025-10-17,2025-10-25,2025-11-26,2026-10-20,1228.6,11.74,12,Monthly,School_Fees,Male,14-Oct-1995,Single,3,Retail_Trade,28,402.3,0,None,Cash,Manicaland FIQ0497,0,2025-11-13,2025-11-18,2025-12-28,2026-11-13,893.21,120.91,12,Monthly,Livestock,Male,02-Oct-1995,Married,3,,25,286.9,7,None,EcoCash,Harare TGB7149,3,2025-09-29,2025-10-06,2025-11-09,2026-10-01,1360.29,14.15,12,Monthly,Personal,Female,26-Dec-1978,Married,3,Finance,98,571.91,3,,Bank_Transfer,Harare XAU7965,1,2025-11-10,2025-11-28,2025-12-26,2026-11-23,1077.98,14.52,12,Monthly,Working_Capital,Female,11-Jul-1959,Married,0,Agriculture,,126.32,0,Savings,EcoCash,Masvingo CJF9080,0,2025-08-06,2025-08-19,2025-09-28,2025-11-17,1187.95,17.88,3,Monthly,Debt_Consolidation,Male,16-Dec-2006,Single,1,Agriculture,5,299.32,0,Guarantor,Cash,Harare REX3620,0,2025-09-19,2025-09-23,2025-10-23,2026-09-18,865.33,136.77,12,Monthly,Personal,Female,06-Aug-1986,Single,4,Informal_Sector,8,380.87,2,None,EcoCash,Matabeleland_South DXQ8472,4,2025-04-18,2025-04-27,2025-05-25,2026-10-19,12122.58,79.08,18,Monthly,Equipment,Female,02-Feb-1984,Widowed,5,Manufacturing,120,1136.11,0,Livestock,EcoCash,Masvingo AMP5118,0,2025-03-09,2025-03-26,2025-05-09,2025-09-22,562.95,15.76,6,Monthly,Equipment,Female,28-Aug-1993,Single,1,Agriculture,52,144.68,1,Guarantor,EcoCash,Mashonaland_West PHN1758,4,2026-02-08,2026-02-17,2026-03-14,2027-08-11,10910.11,17.19,18,Monthly,Vehicle,Female,01-Mar-1995,Married,1,Government,49,,5,,Bank_Transfer,Mashonaland_West QLB7997,0,2025-03-10,2025-03-19,2025-05-03,2026-03-14,6953.53,150.28,12,Monthly,Home_Improvement,Male,19-May-1997,Single,4,NGO,8,1671.86,5,Savings,Bank_Transfer,Mashonaland_East FTG6947,2,2025-05-24,2025-06-03,2025-07-04,2026-02-28,3246.43,14.98,9,Monthly,Working_Capital,Male,29-Nov-1964,Divorced,8,Retail_Trade,53,488.05,2,Livestock,Cash,Bulawayo RBO9223,2,2025-09-15,2025-09-16,2025-10-16,2027-03-10,1136.79,119.88,18,Weekly,Farming_Inputs,Male,20-Jan-1993,Married,3,Agriculture,103,137.87,1,Livestock,OneMoney,Manicaland VVN4722,0,2024-12-16,2025-01-03,2025-02-07,2026-06-27,1461.61,75.08,18,Bi-Weekly,Rent,Female,07-Jan-1984,Married,0,Healthcare,23,463.48,3,None,EcoCash,Midlands BMR4527,4,2025-04-09,2025-04-29,2025-05-28,2026-04-24,37881.73,14.04,12,Monthly,Vehicle,Female,29-May-1962,Married,4,Telecom,26,2325.95,2,Guarantor,Bank_Transfer,Harare IJY3353,3,2026-02-07,2026-02-10,2026-03-19,2028-01-31,2510.99,18.26,24,Monthly,Personal,Male,11-Feb-2004,,2,Mining,,947.73,0,None,Cash,Mashonaland_Central JSU1713,1,2025-08-30,2025-09-20,2025-10-26,2026-03-19,5034.73,13.23,6,Monthly,Business_Expansion,Male,04-Mar-1975,Single,3,Healthcare,100,331.49,0,,EcoCash,Harare EWB8475,3,2026-02-10,2026-02-24,2026-03-21,2028-02-14,2055.58,98.53,24,Monthly,School_Fees,Male,24-Mar-1982,,3,Telecom,44,1401.75,1,None,Bank_Transfer,Harare LWK5584,1,2026-01-22,2026-01-26,2026-02-22,2028-01-16,15694.86,122.22,24,Monthly,Business_Expansion,Male,22-Feb-1994,Single,0,NGO,19,,0,Property,EcoCash,Mashonaland_West VCX4463,1,2025-10-15,2025-11-01,2025-11-28,2028-10-16,3460.93,140.78,36,Monthly,Equipment,Female,12-Nov-1994,Married,5,Retail_Trade,90,270.83,3,None,EcoCash,Masvingo YOL2804,3,2025-03-17,2025-03-25,2025-05-01,2025-09-21,3778.78,14.79,6,Monthly,School_Fees,,03-Apr-2001,Divorced,3,Mining,17,1482.95,1,None,EcoCash,Mashonaland_East KAF4464,2,2025-11-30,2025-12-02,2026-01-02,2026-05-31,1087.48,15.03,6,Monthly,Working_Capital,Male,28-Sep-1964,Single,,Agriculture,118,250.19,0,Property,Cash,Manicaland FIL5551,1,2025-10-24,2025-11-03,2025-12-04,2027-10-24,6610.58,10.71,24,Monthly,Working_Capital,Female,20-Feb-1968,Married,7,Government,66,702.96,5,Guarantor,InnBucks,Harare KTQ5309,2,2024-12-27,2025-01-12,2025-02-15,2025-10-09,10790.21,10.81,9,Monthly,,Female,09-Aug-1982,Married,5,Manufacturing,86,1143.57,2,None,Bank_Transfer,Harare UPX7124,0,2025-11-26,2025-12-12,2026-01-18,2026-06-10,3223.57,15.48,6,Monthly,Rent,Male,25-Feb-1972,Married,6,Retail_Trade,19,830.75,1,,Bank_Transfer,Bulawayo JRC4352,3,2025-03-01,2025-03-09,2025-04-20,2025-09-05,749.35,15.19,6,Monthly,Personal,Female,25-Jan-1971,Divorced,4,Manufacturing,54,367.28,1,None,EcoCash,Bulawayo UNY7553,4,2025-04-15,2025-04-25,2025-06-08,2026-10-17,11905.51,16.36,18,Bi-Weekly,Equipment,Male,02-Jan-1996,Married,3,Government,,642.84,5,Vehicle,Bank_Transfer,Mashonaland_West MKJ0164,2,2025-12-27,2026-01-09,2026-02-12,2026-07-08,1327.89,114.06,6,Bi-Weekly,Farming_Inputs,Female,11-Oct-1990,Married,3,Informal_Sector,16,154.77,1,,EcoCash,Manicaland UZD1931,0,2025-10-28,2025-11-07,2025-12-19,2026-02-05,670.06,15.08,3,Monthly,Debt_Consolidation,Female,24-Jun-1997,Single,5,Informal_Sector,17,,1,None,Bank_Transfer,Midlands CKO1213,3,2025-10-24,2025-10-30,2025-11-25,2027-04-23,1069.0,14.68,18,Monthly,,Female,01-Oct-1980,Married,1,Manufacturing,116,316.4,7,Savings,EcoCash,Midlands KED8188,2,2025-09-11,2025-09-22,2025-10-20,2027-09-12,881.04,8.71,24,Bi-Weekly,Farming_Inputs,Male,09-May-2002,Single,0,Agriculture,35,274.65,2,Livestock,Cash,Mashonaland_Central ALF8356,0,2025-01-28,2025-02-17,2025-03-28,2025-08-16,354.94,17.03,6,Monthly,Business_Expansion,Male,07-Jul-1991,Divorced,4,Agriculture,45,137.41,0,Guarantor,Cash,Mashonaland_West USK3232,2,2025-04-23,2025-05-03,2025-06-04,2026-04-28,7964.4,10.52,12,Bi-Weekly,Farming_Inputs,Male,10-Jul-1963,Married,3,Transport,60,,3,Property,EcoCash,Bulawayo DNZ7924,0,2026-01-17,2026-01-28,2026-02-23,2028-01-18,6608.17,15.28,24,Monthly,,Male,07-May-1994,Married,2,Finance,69,,1,None,InnBucks,Harare NUK2552,2,2025-09-10,2025-09-17,2025-10-26,2026-06-14,4818.05,91.04,9,Bi-Weekly,Working_Capital,Female,07-Mar-1994,Divorced,0,Retail_Trade,46,859.73,2,Property,InnBucks,Masvingo TWW3741,0,2026-01-26,2026-02-09,2026-03-10,2026-08-08,657.62,126.69,6,Monthly,Wedding,Male,16-Jun-1992,Single,1,Agriculture,57,463.58,0,Vehicle,EcoCash,Mashonaland_East UHY2725,1,2025-01-31,2025-02-17,2025-03-26,2026-08-11,2534.19,107.21,18,Monthly,Stock_Purchase,Male,29-Jun-1971,Married,6,Manufacturing,38,,1,None,InnBucks,Harare SXG3103,2,2025-01-27,2025-02-07,2025-03-11,2026-02-02,13048.39,105.21,12,Bi-Weekly,Livestock,Male,24-Mar-1973,Married,5,Finance,46,1270.57,3,Livestock,InnBucks,Bulawayo KZD5913,4,2025-05-17,2025-05-31,2025-07-13,2028-05-15,24941.68,16.33,36,Bi-Weekly,,Female,28-Oct-1995,Single,2,Government,112,701.6,6,Livestock,Cash,Mashonaland_Central LFR3187,2,2026-02-22,2026-02-24,2026-03-28,2026-11-21,9199.41,97.6,9,Monthly,Equipment,Male,11-Aug-1969,Widowed,2,Retail_Trade,108,647.19,1,Savings,EcoCash,Harare EKV5193,3,2025-08-31,2025-09-21,2025-11-01,2026-09-16,524.85,11.85,12,Monthly,Debt_Consolidation,Female,03-Jan-1977,Single,5,Agriculture,24,,2,Guarantor,EcoCash,Mashonaland_Central YAO3141,1,2025-10-25,2025-11-05,2025-12-15,2027-04-29,18018.69,101.28,18,Monthly,Business_Expansion,Female,13-Aug-1984,Married,1,Finance,30,1721.83,5,Guarantor,Cash,Mashonaland_Central GOC0400,2,2025-11-22,2025-12-05,2026-01-07,2026-09-01,4494.2,108.31,9,Monthly,Farming_Inputs,Female,30-Oct-1986,Married,2,Transport,139,835.67,1,,Bank_Transfer,Manicaland MVX8740,5,2025-09-15,2025-09-28,2025-11-08,2026-03-27,794.78,191.89,6,Bi-Weekly,Personal,Female,15-May-1979,Single,4,Manufacturing,20,764.17,2,None,EcoCash,Harare ZVL7167,0,2025-10-24,2025-11-11,2025-12-18,2026-05-10,398.68,132.38,6,Monthly,Wedding,Male,15-Nov-1994,Married,5,Agriculture,62,77.26,3,Savings,Cash,Manicaland QCL5689,1,2026-02-25,2026-02-27,2026-04-05,2026-08-26,4714.08,140.0,6,Monthly,Business_Expansion,Male,17-Nov-1968,Married,4,Healthcare,49,382.84,3,None,EcoCash,Bulawayo DAM1172,0,2025-07-19,2025-08-09,2025-09-22,2026-08-04,4196.96,19.66,12,Monthly,Livestock,Male,17-Feb-1972,Single,7,Informal_Sector,35,635.25,0,None,EcoCash,Matabeleland_South ASK9555,5,2025-02-08,2025-02-27,2025-04-03,2025-08-26,833.6,187.11,6,Weekly,Funeral,Male,15-Nov-1993,Married,1,Government,110,691.33,4,Vehicle,EcoCash,Midlands NPL3337,3,2025-03-23,2025-03-31,2025-05-01,2025-09-27,2295.05,13.87,6,Bi-Weekly,School_Fees,Male,20-May-1999,Married,,Construction,30,647.23,0,Guarantor,Bank_Transfer,Matabeleland_North FMY3806,4,2025-11-03,2025-11-06,2025-12-18,2029-10-16,10323.09,14.42,48,Bi-Weekly,Vehicle,Female,29-Nov-1988,Married,0,Retail_Trade,54,747.14,2,None,Cash,Harare UST2624,2,2026-01-11,2026-01-13,2026-02-27,2027-01-08,4298.31,138.13,12,Monthly,Equipment,Female,01-Oct-1992,Single,5,Mining,72,825.22,1,None,EcoCash,Mashonaland_Central HCS9376,2,2025-06-18,2025-06-21,2025-07-19,2026-12-13,1358.9,128.16,18,Monthly,,Female,07-Jul-1986,Married,3,,32,220.26,2,Property,EcoCash,Manicaland WTW2307,2,2025-01-13,2025-02-02,2025-03-16,2026-07-27,4249.49,16.17,18,Monthly,Farming_Inputs,Female,07-Nov-2004,Married,2,Manufacturing,9,561.71,2,Property,Cash,Harare SDE7885,1,2025-01-01,2025-01-18,2025-02-25,2025-07-17,3291.19,11.5,6,Monthly,Business_Expansion,Male,05-Nov-1967,Divorced,0,Informal_Sector,26,154.86,3,Property,EcoCash,Mashonaland_Central IAN7977,0,2025-01-02,2025-01-10,2025-02-08,2026-07-04,3151.24,126.6,18,Bi-Weekly,Business_Expansion,Female,02-Dec-2002,Divorced,0,Retail_Trade,17,618.21,0,None,Bank_Transfer,Bulawayo QEC1993,3,2025-08-22,2025-08-31,2025-09-25,2027-02-22,1413.82,18.95,18,Monthly,,Male,14-Jul-1979,Married,2,Retail_Trade,38,645.01,0,None,EcoCash,Mashonaland_East QJP1557,2,2025-08-05,2025-08-12,2025-09-12,2026-02-08,8294.85,11.85,6,Monthly,,Male,05-Jun-1956,Married,4,Finance,109,,0,Property,Bank_Transfer,Midlands IUI7963,0,2025-11-18,2025-12-07,2026-01-16,2026-06-05,7237.89,17.27,6,Monthly,Stock_Purchase,Female,06-Feb-1968,Married,4,Mining,69,1579.98,2,,InnBucks,Bulawayo SDI6665,0,2026-01-23,2026-02-11,2026-03-25,2027-08-05,764.19,124.06,18,Monthly,Personal,Male,13-Oct-1995,Married,2,Agriculture,48,164.39,1,None,EcoCash,Bulawayo KFV4209,2,2025-09-13,2025-10-04,2025-11-01,2026-07-01,731.36,17.63,9,Monthly,Farming_Inputs,Female,23-Jun-2003,Single,0,Informal_Sector,14,239.64,4,Property,OneMoney,Harare HWF9009,2,2025-05-01,2025-05-08,2025-06-06,2026-02-02,2695.16,110.23,9,Bi-Weekly,Livestock,Female,21-Jan-1980,Married,7,Agriculture,37,439.25,2,None,OneMoney,Mashonaland_West KKV9741,3,2025-12-22,2025-12-25,2026-01-28,2026-12-20,626.9,82.59,12,Weekly,Debt_Consolidation,Female,25-Sep-1963,Married,6,Informal_Sector,8,575.71,0,Guarantor,EcoCash,Harare YNH0185,5,2025-02-21,2025-02-27,2025-04-03,2025-04-28,1496.2,132.73,2,Weekly,Personal,Male,03-Jun-1996,Married,1,Transport,16,725.26,3,None,EcoCash,Bulawayo PZK4366,3,2025-10-22,2025-10-29,2025-12-04,2027-04-22,3701.71,11.34,18,Monthly,Personal,Male,09-Sep-1987,Married,,NGO,38,1565.69,0,None,EcoCash,Harare UWS5455,5,2025-03-03,2025-03-06,2025-03-28,2025-06-04,899.18,141.06,3,Bi-Weekly,Rent,Female,18-Jul-1974,Divorced,3,Finance,21,984.46,0,None,Cash,Manicaland TRP3743,3,2025-07-15,2025-07-30,2025-08-28,2026-01-26,1079.35,18.01,6,Bi-Weekly,,Male,10-Jan-1990,Married,3,Retail_Trade,119,288.64,5,None,EcoCash,Midlands DFO2095,5,2025-11-04,2025-11-19,2025-12-21,2026-05-18,910.17,190.05,6,Weekly,Personal,Male,26-Apr-1988,Widowed,2,Transport,53,502.24,0,Guarantor,Bank_Transfer,Midlands JOF5772,1,2025-02-13,2025-02-23,2025-03-28,2027-02-13,1820.02,126.33,24,Bi-Weekly,Business_Expansion,Female,25-Aug-2005,Married,1,Agriculture,19,,4,Guarantor,EcoCash,Midlands ETC9215,4,2025-04-24,2025-05-01,2025-06-11,2029-04-10,1265.69,17.41,48,Monthly,Equipment,Male,18-Aug-1998,Single,6,Agriculture,27,161.76,4,None,Cash,Mashonaland_East ZEH6132,0,2025-05-21,2025-06-01,2025-07-14,2026-05-27,1214.92,16.93,12,Monthly,Medical,Female,04-Aug-1976,Single,,,58,149.42,2,Vehicle,Bank_Transfer,Harare NAS2706,2,2025-06-07,2025-06-21,2025-07-28,2026-06-16,7119.94,140.26,12,Monthly,Livestock,Female,17-Nov-1975,Married,6,Manufacturing,48,473.81,0,Livestock,Bank_Transfer,Bulawayo TPZ3230,0,2025-07-22,2025-07-29,2025-08-28,2026-01-25,1023.34,114.75,6,Monthly,Wedding,Female,20-Oct-1992,Married,,Retail_Trade,69,270.21,2,Guarantor,Bank_Transfer,Bulawayo WCB9042,2,2025-12-18,2026-01-07,2026-02-08,2026-07-06,12593.84,11.34,6,Weekly,Equipment,Female,07-Apr-2005,Single,0,Manufacturing,25,967.57,2,Livestock,Cash,Harare QIO7021,0,2025-08-11,2025-08-23,2025-09-28,2026-08-18,925.55,154.08,12,Monthly,Debt_Consolidation,Male,24-May-1991,Divorced,3,Informal_Sector,,282.8,0,None,EcoCash,Masvingo IZV1149,1,2025-07-03,2025-07-09,2025-08-10,2028-06-23,13266.51,132.69,36,Monthly,Stock_Purchase,Female,01-Mar-1968,Married,4,Manufacturing,,743.57,1,,Bank_Transfer,Mashonaland_West CFQ8562,3,2025-01-12,2025-01-28,2025-03-01,2025-07-27,913.07,12.49,6,Monthly,School_Fees,Male,17-Dec-2001,Divorced,0,Retail_Trade,15,445.5,0,Guarantor,EcoCash,Harare VSS7607,1,2025-09-24,2025-09-28,2025-11-07,2027-09-18,38607.88,11.14,24,Bi-Weekly,Equipment,Female,05-Jan-1966,,2,Telecom,35,,4,None,EcoCash,Manicaland CJJ9855,0,2025-03-29,2025-04-19,2025-05-19,2026-04-14,1770.58,15.79,12,Monthly,Debt_Consolidation,Male,09-May-1985,Married,5,NGO,143,524.71,6,None,OneMoney,Manicaland YTY4845,1,2025-04-18,2025-04-19,2025-05-18,2026-10-11,12937.12,15.06,18,Monthly,Stock_Purchase,Female,01-Aug-1996,Married,1,Transport,20,570.94,0,Vehicle,Bank_Transfer,Mashonaland_East TWC7330,0,2025-01-07,2025-01-16,2025-02-21,2025-07-15,1753.04,15.78,6,Monthly,Rent,Male,20-Aug-1984,Married,5,Informal_Sector,11,333.11,2,Vehicle,EcoCash,Mashonaland_East EIB8160,4,2025-10-05,2025-10-11,2025-11-16,2026-10-06,10952.25,17.61,12,Monthly,Equipment,Female,16-Mar-1971,Married,6,Mining,125,545.95,1,,OneMoney,Harare HFY9382,1,2025-04-06,2025-04-07,2025-05-11,2026-09-29,3800.1,97.6,18,Bi-Weekly,Business_Expansion,Male,11-Jan-1981,Married,5,Government,163,421.73,0,None,EcoCash,Mashonaland_Central IEE5503,1,2025-08-06,2025-08-22,2025-09-22,2027-08-12,12696.18,120.58,24,Monthly,Stock_Purchase,Male,16-Dec-1992,Married,2,Government,79,471.34,2,Livestock,OneMoney,Matabeleland_North ROO8981,0,2024-12-17,2025-01-01,2025-01-27,2026-12-22,5072.04,109.33,24,Weekly,Equipment,Female,21-Jul-1968,Single,2,Transport,60,759.55,5,Guarantor,Bank_Transfer,Mashonaland_West AOG8492,0,2026-02-24,2026-02-28,2026-03-28,2027-02-23,1843.06,18.16,12,Monthly,Personal,Male,30-Apr-1987,Married,5,Retail_Trade,89,336.4,5,Savings,EcoCash,Harare VOU8833,2,2025-05-25,2025-06-13,2025-07-12,2025-12-10,5390.73,97.35,6,Bi-Weekly,Farming_Inputs,Male,07-Sep-1995,Single,,,,327.51,0,Guarantor,Bank_Transfer,Bulawayo MSB7854,1,2025-08-04,2025-08-15,2025-09-23,2026-08-10,19312.04,90.14,12,Weekly,Equipment,Male,23-Aug-1995,Divorced,3,,125,936.97,4,Vehicle,EcoCash,Bulawayo YVF6589,4,2024-12-17,2025-01-02,2025-02-16,2028-12-12,5494.45,16.99,48,Monthly,Equipment,Female,20-Oct-1999,Married,2,Informal_Sector,20,448.08,0,Property,EcoCash,Harare RQX6209,1,2025-01-23,2025-02-07,2025-03-19,2026-02-02,3542.17,104.93,12,Monthly,Equipment,Male,17-Jan-1964,Married,1,Agriculture,28,315.92,0,Livestock,EcoCash,Harare WZD1341,3,2025-09-04,2025-09-16,2025-10-19,2026-03-15,2370.87,14.34,6,Monthly,Debt_Consolidation,Female,26-Dec-1999,Single,5,Government,55,700.3,3,Guarantor,EcoCash,Bulawayo RXG3147,3,2025-05-04,2025-05-21,2025-06-25,2026-05-16,3508.63,15.52,12,Monthly,Personal,Female,02-Nov-1981,Married,4,Retail_Trade,,1130.96,2,None,EcoCash,Masvingo SYN3470,4,2025-02-07,2025-02-19,2025-04-01,2028-02-04,5481.94,17.44,36,Monthly,Equipment,Female,19-Feb-2005,Single,1,Government,42,506.55,2,Guarantor,EcoCash,Matabeleland_North DWN2532,2,2025-06-25,2025-07-01,2025-07-27,2025-12-28,876.21,97.68,6,Monthly,Farming_Inputs,Male,20-Oct-1987,Married,3,Agriculture,50,118.78,6,None,OneMoney,Matabeleland_South ASF5513,3,2025-08-25,2025-09-06,2025-10-15,2027-02-28,364.76,14.45,18,Weekly,School_Fees,Female,12-Mar-1993,Married,2,Informal_Sector,13,126.35,1,None,Cash,Matabeleland_North WHS9360,0,2025-03-08,2025-03-22,2025-05-04,2025-09-18,2637.04,161.07,6,Bi-Weekly,Home_Improvement,Male,09-Jun-2005,Single,0,Retail_Trade,25,504.98,5,Guarantor,Cash,Midlands JLP5589,2,2025-01-19,2025-02-09,2025-03-24,2027-01-30,15134.08,94.03,24,Monthly,Working_Capital,Male,11-Feb-1970,Single,5,NGO,57,972.35,2,Livestock,EcoCash,Harare OKS5692,2,2025-11-24,2025-12-12,2026-01-09,2026-09-08,1327.3,111.53,9,Bi-Weekly,Working_Capital,Female,28-Dec-1987,Married,3,Agriculture,113,121.23,1,Livestock,OneMoney,Mashonaland_Central HNV6246,0,2025-05-07,2025-05-15,2025-06-23,2026-11-06,1691.93,146.75,18,Monthly,Wedding,Female,16-May-1989,Married,1,Agriculture,,221.48,0,None,Bank_Transfer,Midlands HKL0910,1,2024-12-30,2025-01-07,2025-02-21,2026-01-02,11747.91,120.37,12,Weekly,Equipment,Male,29-Feb-2004,Single,2,Healthcare,41,523.14,2,Property,OneMoney,Manicaland BOX2370,1,2025-08-27,2025-08-29,2025-09-26,2028-08-13,1342.07,107.64,36,Monthly,Business_Expansion,Male,03-Sep-1973,Married,6,Informal_Sector,,140.66,6,Livestock,Bank_Transfer,Midlands AKE0444,2,2025-03-21,2025-03-22,2025-04-28,2027-03-12,2307.71,12.71,24,Monthly,Farming_Inputs,Female,25-Sep-2006,Single,2,Retail_Trade,3,495.11,6,Livestock,OneMoney,Matabeleland_North MHG0604,4,2025-07-07,2025-07-13,2025-08-18,2029-06-22,38857.07,15.14,48,Weekly,Equipment,Male,27-Mar-1974,Single,4,Mining,44,1397.77,2,Savings,Cash,Mashonaland_East MFQ3423,0,2025-02-17,2025-02-28,2025-04-03,2027-02-18,1026.22,14.97,24,Monthly,Funeral,Female,21-Sep-1975,Married,8,Agriculture,18,,1,None,EcoCash,Manicaland LFK3506,5,2025-03-31,2025-04-21,2025-05-28,2025-06-20,1386.88,131.26,2,Bi-Weekly,Medical,Male,29-Jan-2000,Single,1,Retail_Trade,17,809.56,0,,Bank_Transfer,Matabeleland_South HCF4579,0,2025-06-17,2025-06-30,2025-07-28,2026-06-25,585.38,122.39,12,Bi-Weekly,Livestock,Female,28-Feb-1984,Married,4,Agriculture,58,87.9,0,None,InnBucks,Matabeleland_South VWC7373,1,2025-10-21,2025-10-30,2025-12-04,2028-10-14,6070.67,112.45,36,Bi-Weekly,Stock_Purchase,Male,03-Jan-2007,Single,1,,8,,1,Savings,EcoCash,Mashonaland_East BIV6976,1,2025-03-10,2025-03-15,2025-04-16,2026-03-10,1382.36,14.52,12,Monthly,Working_Capital,Female,16-Mar-2005,Married,,,,222.96,1,Guarantor,Bank_Transfer,Harare NTS1702,3,2025-12-17,2026-01-04,2026-02-01,2026-12-30,1405.64,17.15,12,Monthly,Rent,Female,15-Mar-1995,Single,,Agriculture,18,,0,Vehicle,Cash,Matabeleland_North ZCC5163,1,2025-05-04,2025-05-24,2025-07-07,2027-05-14,6895.68,108.16,24,Monthly,Working_Capital,Female,20-Jun-1959,Divorced,4,Retail_Trade,25,825.97,1,Guarantor,Bank_Transfer,Manicaland OGB6889,1,2025-04-23,2025-05-04,2025-06-18,2027-04-24,26586.38,94.27,24,Monthly,Equipment,Male,28-Sep-1987,Single,3,NGO,125,1021.47,0,Savings,EcoCash,Masvingo PHW9074,1,2024-12-22,2025-01-11,2025-02-13,2027-01-01,23504.66,95.27,24,Bi-Weekly,,Male,25-Mar-1974,Divorced,6,,49,1378.08,3,Vehicle,InnBucks,Manicaland CET0786,0,2025-02-10,2025-02-28,2025-04-14,2025-08-27,492.53,17.74,6,Monthly,Debt_Consolidation,Male,02-Oct-1992,Married,1,Informal_Sector,43,87.05,0,Guarantor,OneMoney,Midlands VEC9508,3,2025-05-30,2025-06-15,2025-07-22,2027-06-05,3023.77,16.99,24,Monthly,Personal,Male,24-Sep-1995,Single,,Retail_Trade,21,545.74,1,Guarantor,Bank_Transfer,Mashonaland_Central XKS1665,1,2025-08-29,2025-08-30,2025-10-12,2027-02-21,8226.33,102.99,18,Monthly,Stock_Purchase,Male,09-May-1968,Married,5,Manufacturing,111,534.7,2,Property,EcoCash,Harare FUG9600,3,2025-10-23,2025-10-24,2025-12-03,2027-10-14,880.96,14.86,24,Monthly,Debt_Consolidation,Male,31-Jan-2006,Single,0,Informal_Sector,15,285.75,3,Vehicle,EcoCash,Mashonaland_East KNU8936,4,2025-01-01,2025-01-07,2025-02-06,2026-07-01,2480.44,18.75,18,Monthly,Home_Improvement,Female,11-Dec-1960,Widowed,4,Agriculture,118,137.82,4,Savings,EcoCash,Harare SHC1204,4,2025-10-12,2025-10-19,2025-12-02,2028-10-03,12578.43,15.99,36,Monthly,Equipment,Female,21-Oct-1991,Married,4,Retail_Trade,101,566.35,1,Property,Bank_Transfer,Mashonaland_Central ZPX2229,3,2025-04-20,2025-04-25,2025-05-27,2025-10-22,1687.32,13.92,6,Monthly,Rent,Male,16-Sep-1990,Married,1,Education,52,592.41,1,Savings,EcoCash,Mashonaland_East GCT2462,4,2025-03-29,2025-04-11,2025-05-09,2029-03-21,5868.4,12.72,48,Monthly,Equipment,Male,15-Oct-1984,Married,2,Construction,55,176.88,1,Property,EcoCash,Manicaland AYZ7183,0,2025-05-16,2025-05-27,2025-07-08,2027-05-17,235.57,151.77,24,Monthly,Livestock,Male,26-Apr-1971,Married,5,Informal_Sector,17,82.7,0,Guarantor,EcoCash,Midlands BLE2265,2,2025-09-03,2025-09-23,2025-11-06,2026-09-18,9071.75,114.71,12,Monthly,Livestock,Female,06-Jun-1992,Married,3,Government,56,,0,Livestock,EcoCash,Midlands BTF8456,3,2025-10-16,2025-10-26,2025-11-26,2027-10-16,1018.92,12.32,24,Monthly,School_Fees,Male,01-Jun-1995,Married,3,Informal_Sector,38,281.11,7,None,EcoCash,Mashonaland_East QRG3891,3,2025-12-28,2026-01-05,2026-02-17,2026-07-04,1394.32,16.95,6,Weekly,Medical,Male,02-Feb-1995,Married,,Informal_Sector,18,382.76,2,None,Bank_Transfer,Harare ZEN0526,1,2025-05-24,2025-06-06,2025-07-08,2026-06-01,13558.75,14.55,12,Monthly,Business_Expansion,Female,09-Nov-2005,Single,0,Retail_Trade,13,,0,Savings,EcoCash,Masvingo DIU4140,1,2025-09-07,2025-09-22,2025-10-17,2027-09-12,3627.75,104.26,24,Monthly,Equipment,Male,28-May-1984,Married,7,Informal_Sector,31,634.07,5,Vehicle,Bank_Transfer,Harare EIK8980,0,2025-11-01,2025-11-16,2025-12-24,2026-05-15,6508.88,17.37,6,Monthly,Working_Capital,Male,16-Apr-2004,Single,0,Retail_Trade,12,1036.15,6,Vehicle,Cash,Midlands KSS0055,0,2025-09-24,2025-09-25,2025-11-09,2026-03-24,2708.54,14.2,6,Monthly,Stock_Purchase,Female,17-Jul-1980,Married,5,Education,117,446.08,4,Savings,EcoCash,Matabeleland_South AZV1285,3,2025-09-03,2025-09-11,2025-10-07,2026-09-06,3961.83,14.6,12,Bi-Weekly,Rent,Female,14-Sep-1994,Married,4,Mining,,1064.41,1,Guarantor,Cash,Mashonaland_Central RLG9209,5,2025-08-21,2025-08-28,2025-09-25,2025-10-27,3532.35,139.1,2,Weekly,Rent,Male,27-Dec-1992,Married,3,Telecom,92,1698.66,0,Guarantor,EcoCash,Matabeleland_North LVW1887,5,2025-07-18,2025-08-04,2025-09-02,2025-10-03,466.49,18.6,2,Bi-Weekly,Rent,,23-Jun-1985,Divorced,6,Informal_Sector,8,312.41,1,Savings,EcoCash,Bulawayo TAS0098,2,2025-10-01,2025-10-07,2025-11-13,2026-10-02,2170.07,92.69,12,Monthly,,Female,09-Jul-1995,Single,3,Agriculture,113,311.04,1,Guarantor,Cash,Harare QKQ5346,1,2025-05-24,2025-05-28,2025-06-24,2027-05-18,15789.19,16.5,24,Monthly,Business_Expansion,Male,16-Mar-1974,Married,3,Mining,8,1409.42,4,Guarantor,EcoCash,Harare LFI6971,3,2025-12-31,2026-01-02,2026-01-27,2026-12-28,2360.77,13.92,12,Bi-Weekly,Medical,Male,11-Dec-1987,Single,4,,30,575.43,1,Vehicle,OneMoney,Manicaland BQX0824,1,2025-06-25,2025-07-07,2025-08-15,2026-07-02,19561.77,14.79,12,Monthly,Business_Expansion,Male,30-Oct-1972,Widowed,5,Government,90,767.34,4,Vehicle,EcoCash,Harare XML9945,0,2025-05-02,2025-05-15,2025-06-17,2025-11-11,1907.54,16.02,6,Monthly,,Male,03-Jan-1995,Married,2,Informal_Sector,24,502.18,0,None,Cash,Masvingo ZXZ5078,1,2025-03-13,2025-03-31,2025-04-27,2026-03-26,3474.84,109.54,12,Monthly,Business_Expansion,Male,07-Mar-1962,Married,2,Education,123,419.22,2,None,EcoCash,Manicaland IXF4211,1,2025-01-08,2025-01-25,2025-03-05,2027-01-15,6933.34,139.01,24,Monthly,Stock_Purchase,Female,27-Feb-1973,Divorced,7,Manufacturing,71,316.69,5,Vehicle,EcoCash,Harare KND6746,1,2025-08-30,2025-09-17,2025-10-28,2026-03-16,2220.09,13.55,6,Bi-Weekly,Business_Expansion,Male,12-May-2003,Single,0,Informal_Sector,31,200.73,1,Vehicle,EcoCash,Mashonaland_East QQS3620,0,2025-08-13,2025-08-16,2025-09-28,2026-08-11,2516.84,125.33,12,Monthly,Stock_Purchase,Male,20-Feb-1960,Single,4,NGO,51,920.13,6,Savings,Cash,Mashonaland_Central LVI9628,4,2025-12-21,2026-01-07,2026-02-01,2027-01-02,23917.18,16.55,12,Monthly,Home_Improvement,Male,15-Feb-1969,Married,,Government,15,857.22,1,Savings,OneMoney,Harare DUI7864,0,2025-09-04,2025-09-08,2025-10-10,2026-09-03,1532.29,110.84,12,Bi-Weekly,Livestock,Female,16-Jan-1995,Single,5,Informal_Sector,10,323.27,5,Property,Bank_Transfer,Manicaland JUE4551,1,2025-05-21,2025-05-28,2025-07-11,2025-11-24,21704.55,98.52,6,Monthly,Business_Expansion,Male,10-Jul-1991,Married,3,Retail_Trade,24,1182.34,2,,InnBucks,Mashonaland_East ZPL2300,0,2025-12-11,2025-12-19,2026-01-13,2026-12-14,7483.15,112.13,12,Monthly,Business_Expansion,Female,11-Nov-1960,Married,4,Telecom,124,1455.48,0,Guarantor,EcoCash,Harare YEL7564,3,2026-01-31,2026-02-14,2026-03-28,2027-02-09,1611.37,15.9,12,Monthly,Debt_Consolidation,Male,12-May-1988,Married,4,Government,17,407.4,2,,OneMoney,Matabeleland_South UGU2507,2,2025-10-21,2025-11-02,2025-12-09,2027-04-26,9237.9,12.76,18,Monthly,Livestock,Male,20-Apr-1992,Single,2,Telecom,88,1484.15,5,Livestock,EcoCash,Mashonaland_Central ZOI8056,0,2025-05-18,2025-06-05,2025-07-10,2026-11-27,3510.51,15.13,18,Monthly,Farming_Inputs,Female,04-Nov-1987,Married,1,NGO,32,902.96,2,Guarantor,Bank_Transfer,Bulawayo QEA8664,0,2025-12-29,2026-01-12,2026-02-21,2026-04-12,4996.29,19.23,3,Monthly,School_Fees,Male,21-Jun-1967,Married,3,Transport,27,923.47,0,None,InnBucks,Midlands QUI8924,2,2025-10-17,2025-10-21,2025-11-28,2027-04-14,9280.47,81.51,18,Monthly,Livestock,Male,16-Mar-1985,Married,3,Finance,93,1682.4,1,,Bank_Transfer,Midlands OQL3155,0,2025-12-05,2025-12-18,2026-01-20,2026-03-18,3406.2,125.33,3,Monthly,Wedding,Male,06-Nov-1979,Married,4,Telecom,31,794.86,0,Livestock,Bank_Transfer,Harare ZAL5931,0,2025-04-14,2025-04-21,2025-05-21,2025-07-20,3017.23,154.26,3,Monthly,Farming_Inputs,Female,01-Jan-1970,Widowed,8,Government,129,,0,None,EcoCash,Harare IKV4421,1,2025-07-04,2025-07-09,2025-08-12,2026-12-31,1183.43,13.89,18,Monthly,Stock_Purchase,Female,23-Apr-1986,Married,3,Informal_Sector,24,153.36,0,Property,Bank_Transfer,Manicaland FZA4018,0,2025-01-26,2025-02-14,2025-03-15,2026-02-09,1649.63,15.77,12,Monthly,Funeral,Male,27-Jan-1998,Widowed,2,Retail_Trade,106,298.98,3,None,Cash,Midlands KCO2495,1,2026-01-19,2026-01-30,2026-03-13,2026-07-29,16210.6,111.24,6,Monthly,Working_Capital,Male,03-Oct-1985,Single,3,NGO,,1551.28,0,Savings,EcoCash,Mashonaland_West SVS5231,5,2025-12-29,2026-01-01,2026-02-11,2026-04-01,219.51,143.3,3,Weekly,Rent,Female,02-Jan-1967,Married,6,Agriculture,38,142.34,0,Property,Cash,Mashonaland_East SAW7527,5,2025-05-03,2025-05-09,2025-06-16,2025-08-07,676.66,146.89,3,Monthly,Rent,Female,05-Aug-2006,Single,2,Construction,,357.64,2,None,EcoCash,Matabeleland_North OGM2631,1,2026-01-13,2026-01-14,2026-02-11,2028-12-29,10021.79,13.56,36,Monthly,Business_Expansion,Male,24-Aug-1996,Divorced,3,Education,54,543.09,7,Property,Bank_Transfer,Harare CVB7805,0,2026-02-06,2026-02-07,2026-03-22,2027-08-01,738.25,17.03,18,Monthly,Vehicle,Male,28-Jun-2003,Married,1,Agriculture,5,177.34,0,Vehicle,EcoCash,Harare RLF5135,4,2025-10-18,2025-10-24,2025-11-28,2028-10-08,34713.72,14.91,36,Bi-Weekly,Home_Improvement,Female,13-Aug-1993,Single,6,Construction,38,1077.57,4,Property,Bank_Transfer,Harare NFE1191,0,2025-01-17,2025-02-01,2025-03-10,2026-01-27,2846.61,114.86,12,Monthly,Equipment,Female,28-Jul-1974,Married,5,Informal_Sector,9,612.41,0,Savings,EcoCash,Matabeleland_North XZF7825,1,2025-03-30,2025-04-07,2025-05-07,2027-03-28,20154.32,13.33,24,Monthly,Business_Expansion,Male,24-Dec-1995,Married,2,NGO,36,968.82,3,Guarantor,Cash,Mashonaland_West ENJ1626,0,2025-07-25,2025-08-06,2025-09-16,2026-02-02,1973.09,114.4,6,Monthly,Wedding,Female,10-Feb-1983,Divorced,6,Informal_Sector,39,,0,Savings,EcoCash,Bulawayo EEF0190,2,2026-02-05,2026-02-06,2026-03-20,2027-02-01,6527.62,,12,Monthly,Working_Capital,Male,11-Aug-1993,Divorced,3,Government,98,395.79,3,Livestock,Cash,Masvingo PTB5659,3,2025-08-22,2025-08-31,2025-10-12,2026-08-26,599.6,16.71,12,Monthly,School_Fees,Male,06-Jul-1989,Divorced,2,Retail_Trade,,,1,Guarantor,Bank_Transfer,Harare KTA0598,1,2025-03-31,2025-04-02,2025-05-08,2027-03-23,20755.74,,24,Monthly,Equipment,Female,15-Mar-1984,Married,2,NGO,,870.05,3,Livestock,EcoCash,Harare OPH7503,3,2026-02-19,2026-02-26,2026-03-27,2026-08-25,508.66,17.92,6,Monthly,Medical,Female,23-Aug-1997,Married,,Agriculture,46,215.12,2,None,EcoCash,Harare PFB6052,0,2025-08-09,2025-08-26,2025-10-09,2026-02-22,431.27,16.11,6,Monthly,Home_Improvement,Female,09-Jan-1995,Widowed,6,Informal_Sector,6,344.13,0,None,InnBucks,Manicaland PQP6676,0,2025-06-23,2025-07-01,2025-08-03,2027-06-21,1604.58,18.56,24,Bi-Weekly,School_Fees,Female,20-Mar-1977,Single,2,Agriculture,57,434.85,2,Vehicle,Cash,Manicaland LQY6462,3,2025-06-23,2025-06-29,2025-08-09,2025-12-26,260.39,16.96,6,Monthly,School_Fees,Female,19-Jan-1969,,4,Agriculture,154,107.7,2,,OneMoney,Mashonaland_East QST8666,2,2026-02-07,2026-02-26,2026-03-26,2026-08-25,1655.91,124.88,6,Weekly,Equipment,Female,13-Apr-1992,Single,4,Agriculture,107,207.85,0,Vehicle,Cash,Masvingo KWV7849,3,2025-07-17,2025-08-04,2025-08-28,2026-07-30,1272.08,14.1,12,Monthly,School_Fees,Male,31-Dec-1977,Married,2,Informal_Sector,,,5,None,,Mashonaland_East RWP7421,0,2025-09-02,2025-09-15,2025-10-28,2027-09-05,5510.24,120.09,24,Bi-Weekly,Debt_Consolidation,Male,10-Nov-1989,Single,2,Retail_Trade,94,973.26,8,Vehicle,OneMoney,Mashonaland_Central LJM4775,1,2025-06-18,2025-06-28,2025-08-03,2026-06-23,2824.36,11.84,12,Bi-Weekly,Business_Expansion,Male,12-Apr-2001,Divorced,6,Education,20,439.47,2,Guarantor,EcoCash,Mashonaland_East BKO8359,0,2025-05-23,2025-06-03,2025-06-28,2026-11-25,1587.73,85.38,18,Monthly,Vehicle,Male,22-Apr-1995,Single,3,Retail_Trade,70,318.49,0,Guarantor,Bank_Transfer,Mashonaland_East LHH7349,0,2025-04-04,2025-04-08,2025-05-15,2026-09-30,7667.35,119.9,18,Monthly,Business_Expansion,Female,30-Nov-1964,Divorced,8,Mining,39,1810.06,1,Guarantor,EcoCash,Mashonaland_West HHY5540,0,2025-02-07,2025-02-23,2025-03-21,2025-08-22,3760.42,111.42,6,Monthly,Livestock,Male,13-May-2000,Married,2,Retail_Trade,20,,1,Vehicle,Cash,Manicaland VRG5107,0,2026-02-20,2026-02-28,2026-03-26,2028-02-18,2340.96,134.32,24,Monthly,Farming_Inputs,Male,31-Jan-1970,Widowed,4,Education,4,684.62,0,Guarantor,EcoCash,Mashonaland_East GTY8915,1,2025-11-12,2025-11-25,2025-12-26,2028-11-09,3414.59,135.43,36,Bi-Weekly,Working_Capital,Female,23-Sep-1980,Widowed,4,Agriculture,129,310.81,2,Savings,EcoCash,Manicaland BKP2297,0,2025-12-30,2026-01-10,2026-02-17,2027-01-05,2852.33,16.55,12,Monthly,Debt_Consolidation,Female,21-Jul-1985,Married,3,Mining,,517.43,2,Guarantor,Cash,Manicaland FVO5750,0,2025-04-02,2025-04-06,2025-05-07,2026-04-01,1877.75,14.96,12,Monthly,Working_Capital,Female,08-Jun-1966,Married,7,Agriculture,105,211.12,0,None,Bank_Transfer,Harare ECD8980,0,2025-06-12,2025-06-15,2025-07-28,2026-06-10,3308.53,147.33,12,Monthly,Vehicle,Female,04-Apr-1989,Single,1,Transport,146,,1,None,EcoCash,Matabeleland_South AEA8744,1,2025-05-20,2025-05-24,2025-07-08,2028-05-08,2198.94,93.89,36,Monthly,Equipment,Male,02-Feb-1992,Single,2,Retail_Trade,78,361.56,2,None,Bank_Transfer,Harare DFA1094,0,2025-11-22,2025-12-12,2026-01-11,2026-12-07,1595.57,103.06,12,Monthly,Medical,Male,06-Jan-2007,Single,0,Construction,8,519.27,0,None,Cash,Mashonaland_West VNG4659,2,2025-09-28,2025-10-01,2025-11-09,2027-09-21,4373.74,16.2,24,Monthly,Livestock,Male,19-Feb-1984,Single,4,Retail_Trade,145,,1,None,InnBucks,Matabeleland_North BYJ7960,1,2026-02-05,2026-02-16,2026-03-28,2027-02-11,14735.32,103.83,12,Monthly,Stock_Purchase,Female,01-Nov-1988,Married,2,Retail_Trade,58,937.37,3,Vehicle,Cash,Mashonaland_East AUX9209,3,2025-04-29,2025-05-06,2025-06-04,2027-04-26,681.26,15.52,24,Monthly,Medical,Male,03-Mar-2004,Single,1,Informal_Sector,3,271.12,4,Guarantor,Bank_Transfer,Midlands YKV9464,0,2026-01-28,2026-02-05,2026-03-17,2027-01-31,2460.21,17.69,12,Bi-Weekly,Stock_Purchase,Female,10-May-1972,Single,,Manufacturing,137,624.16,1,Livestock,Cash,Manicaland ENV2990,4,2025-02-06,2025-02-11,2025-03-16,2028-01-27,12826.35,,36,Monthly,Equipment,Male,06-Nov-1976,Married,4,Healthcare,99,676.94,0,Savings,Bank_Transfer,Midlands UDP3564,3,2025-04-12,2025-04-20,2025-06-03,2026-10-12,540.0,15.8,18,Monthly,,Male,30-May-1981,Married,6,Manufacturing,27,286.52,1,None,Cash,Manicaland LXG1340,0,2025-11-29,2025-12-12,2026-01-15,2026-06-10,6378.25,18.29,6,Monthly,Medical,Male,24-Mar-1993,Single,1,NGO,,804.52,0,None,Cash,Matabeleland_North WRR3525,0,2025-11-10,2025-11-30,2026-01-06,2026-02-28,1326.58,133.89,3,Bi-Weekly,Debt_Consolidation,,17-Feb-2005,Single,1,Informal_Sector,24,312.42,6,None,Cash,Midlands ZRR0628,0,2025-07-11,2025-07-27,2025-08-24,2026-07-22,1546.75,18.93,12,Monthly,Medical,Male,27-Oct-1998,Married,4,Informal_Sector,29,366.64,2,Vehicle,Bank_Transfer,Midlands NOI6763,5,2025-05-07,2025-05-09,2025-06-22,2025-11-05,719.12,177.54,6,Weekly,Funeral,Female,13-May-1968,Married,2,Construction,33,,3,Savings,Cash,Mashonaland_East DKT5697,5,2025-05-06,2025-05-17,2025-06-26,2025-08-15,304.15,180.94,3,Monthly,Funeral,Male,10-Mar-1979,Single,,Agriculture,46,128.67,0,,OneMoney,Midlands OQW8246,1,2025-07-25,2025-08-11,2025-09-05,2026-08-06,6137.81,138.89,12,Monthly,Stock_Purchase,Female,30-Dec-1988,Divorced,4,Construction,93,320.2,5,Property,EcoCash,Harare EJC9467,5,2025-08-20,2025-08-23,2025-09-22,2025-11-21,1478.15,167.14,3,Monthly,Funeral,Male,30-Nov-1988,Married,2,Mining,103,680.3,2,None,InnBucks,Manicaland EZC0491,1,2025-11-10,2025-11-12,2025-12-24,2026-05-11,14283.71,121.32,6,Monthly,Stock_Purchase,Male,08-Jun-1969,Widowed,4,Telecom,91,2135.23,3,Livestock,OneMoney,Mashonaland_West QAJ7649,0,2025-05-14,2025-05-29,2025-07-11,2027-05-19,2354.17,14.74,24,Bi-Weekly,Wedding,Male,31-Jul-1976,Widowed,2,Retail_Trade,,374.83,4,Guarantor,Bank_Transfer,Harare RNR0652,2,2025-05-08,2025-05-25,2025-06-24,2026-05-20,3115.74,74.56,12,Weekly,Farming_Inputs,Male,16-Aug-1995,Married,1,Informal_Sector,25,461.76,3,None,Bank_Transfer,Midlands WTF2571,1,2026-01-17,2026-01-18,2026-02-14,2029-01-02,9599.19,118.7,36,Monthly,Business_Expansion,Female,17-Mar-1985,Widowed,2,Informal_Sector,28,365.07,4,None,EcoCash,Manicaland MVZ9434,0,2026-01-18,2026-02-02,2026-03-16,2027-01-28,2163.3,137.05,12,Monthly,Business_Expansion,Male,30-Apr-1980,Single,5,Government,86,724.53,1,Guarantor,Bank_Transfer,Harare OJG7664,0,2025-01-05,2025-01-12,2025-02-11,2026-07-06,416.9,17.16,18,Monthly,Debt_Consolidation,Female,28-Sep-1963,Single,3,Agriculture,40,241.32,6,Vehicle,EcoCash,Manicaland TTH3651,0,2025-07-13,2025-07-22,2025-08-22,2026-07-17,1439.68,17.83,12,Weekly,Vehicle,Female,27-Oct-1980,Married,4,Informal_Sector,30,263.53,0,Vehicle,OneMoney,Manicaland YBB8917,4,2026-02-13,2026-02-22,2026-04-06,2028-02-12,19587.16,15.4,24,Monthly,Home_Improvement,Female,05-Mar-1972,Married,4,Healthcare,56,1118.13,1,Property,EcoCash,Mashonaland_West PSI3002,0,2025-05-02,2025-05-22,2025-06-19,2026-05-17,4542.01,116.31,12,Monthly,Livestock,Male,04-Aug-1963,Married,0,Healthcare,,,0,,OneMoney,Harare QFC5037,0,2025-06-04,2025-06-25,2025-08-06,2025-09-23,507.18,,3,Monthly,Personal,Female,10-Sep-1994,Married,3,Retail_Trade,41,167.9,0,Guarantor,EcoCash,Mashonaland_Central ALZ0191,3,2025-01-31,2025-02-13,2025-03-21,2025-08-12,361.09,18.46,6,Bi-Weekly,Rent,Male,11-Mar-1986,Divorced,,,57,216.83,1,Guarantor,OneMoney,Manicaland HZI4473,1,2025-05-12,2025-05-17,2025-06-24,2025-11-13,6716.63,,6,Monthly,Equipment,Male,02-Jan-1969,Married,3,Retail_Trade,73,383.49,1,Vehicle,EcoCash,Mashonaland_East RFD1285,0,2025-04-28,2025-05-02,2025-06-15,2026-04-27,1120.85,157.92,12,Monthly,Rent,Female,06-Aug-1996,Married,5,Informal_Sector,10,268.64,5,Livestock,EcoCash,Midlands BFH0789,0,2025-09-25,2025-10-07,2025-11-10,2026-04-05,2753.37,164.05,6,Monthly,Personal,Female,21-Apr-1973,Married,7,Healthcare,98,,0,Property,EcoCash,Midlands JZX9489,3,2025-06-11,2025-07-02,2025-08-11,2026-12-24,1734.92,15.94,18,Monthly,Medical,Male,04-Jul-1982,Married,3,Transport,94,690.38,4,Guarantor,Bank_Transfer,Matabeleland_South DGS2614,1,2025-08-29,2025-09-16,2025-10-25,2027-03-10,10444.91,16.83,18,Weekly,Business_Expansion,Male,10-Jul-1997,Married,2,Manufacturing,104,504.79,0,Savings,EcoCash,Midlands VYZ9856,5,2025-09-12,2025-09-28,2025-11-09,2025-12-27,708.42,128.45,3,Bi-Weekly,Personal,Female,09-Dec-1990,Widowed,4,Finance,27,1263.97,1,Property,Cash,Matabeleland_South EZM2512,1,2025-05-21,2025-06-08,2025-07-03,2026-11-30,3140.49,151.29,18,Monthly,Stock_Purchase,Male,23-Apr-1969,Married,3,Retail_Trade,69,247.78,0,None,Bank_Transfer,Harare DNH8453,3,2025-04-17,2025-04-18,2025-05-21,2025-10-15,4484.49,14.06,6,Monthly,Personal,Male,19-May-1985,Married,3,Finance,49,1358.11,4,Savings,Bank_Transfer,Harare ZQR1786,1,2025-12-03,2025-12-17,2026-01-28,2026-12-12,21450.77,13.34,12,Monthly,Business_Expansion,Female,25-Jan-1999,Single,1,Telecom,20,1684.67,2,Savings,Cash,Harare EUN7100,2,2026-02-17,2026-02-21,2026-03-22,2026-11-18,1992.61,82.7,9,Monthly,Farming_Inputs,Male,24-Dec-2000,Married,,Informal_Sector,13,202.6,0,Property,InnBucks,Bulawayo FDH8985,3,2025-10-09,2025-10-19,2025-11-22,2027-04-12,2778.25,14.73,18,Weekly,Medical,Male,05-Mar-1969,Divorced,1,Construction,32,789.74,0,None,EcoCash,Masvingo UKU6956,4,2024-12-20,2025-01-05,2025-02-06,2027-12-21,3231.01,16.66,36,Weekly,Home_Improvement,Female,23-Sep-1994,Single,6,Informal_Sector,44,312.42,2,None,EcoCash,Mashonaland_West WCW2836,3,2025-06-02,2025-06-19,2025-07-28,2026-06-14,1256.34,15.86,12,Monthly,Rent,Female,12-Nov-1997,Married,4,Government,82,398.69,0,None,EcoCash,Manicaland ENW5898,4,2026-01-21,2026-02-09,2026-03-09,2029-01-24,25395.24,114.57,36,Monthly,Vehicle,Female,19-Oct-1969,Single,3,Manufacturing,49,889.27,5,Property,EcoCash,Mashonaland_Central OSP4369,2,2025-09-12,2025-09-19,2025-10-24,2027-09-09,10688.3,14.93,24,Weekly,Farming_Inputs,Male,02-Feb-1999,Widowed,1,Retail_Trade,,858.11,1,Livestock,Cash,Harare PGT1337,3,2025-09-24,2025-10-13,2025-11-22,2027-04-06,2489.75,14.3,18,Monthly,Medical,Female,15-Aug-1975,Married,2,Education,125,554.71,0,Property,InnBucks,Harare LEG8297,2,2025-12-02,2025-12-21,2026-01-15,2026-12-16,1408.29,15.08,12,Weekly,Livestock,Female,05-Oct-1998,Divorced,5,Informal_Sector,14,141.59,2,Livestock,Cash,Harare CEP8192,4,2025-01-10,2025-01-16,2025-02-28,2026-07-10,9861.78,16.25,18,Monthly,Home_Improvement,Female,11-Mar-1982,Single,2,Transport,,954.37,1,None,EcoCash,Matabeleland_South VJO5168,1,2025-02-10,2025-02-26,2025-04-02,2026-08-20,8875.2,98.16,18,Monthly,Working_Capital,Male,30-Jan-1968,Married,4,Retail_Trade,92,415.82,0,Livestock,InnBucks,Bulawayo QBW2877,1,2025-10-27,2025-11-15,2025-12-11,2027-11-05,4275.77,102.78,24,Monthly,Business_Expansion,Female,19-Nov-1997,Single,2,Healthcare,45,,0,None,EcoCash,Mashonaland_West VIQ7083,0,2025-09-12,2025-10-03,2025-11-01,2026-09-28,3370.2,17.05,12,Bi-Weekly,Business_Expansion,Female,12-Sep-1979,Single,3,Finance,131,1422.16,2,Guarantor,Bank_Transfer,Bulawayo OQI5447,0,2025-12-23,2025-12-24,2026-01-19,2026-06-22,1185.81,169.28,6,Monthly,Vehicle,Male,17-Mar-1962,Married,3,Retail_Trade,14,377.37,3,Guarantor,EcoCash,Midlands UTM9935,3,2025-11-06,2025-11-20,2025-12-26,2026-11-15,966.61,15.63,12,Weekly,Medical,Female,08-Sep-1992,Married,3,Retail_Trade,17,445.65,1,Guarantor,Bank_Transfer,Midlands AGY4559,0,2025-03-28,2025-04-12,2025-05-17,2025-10-09,12806.41,17.61,6,Monthly,Stock_Purchase,Male,10-Mar-1989,Married,2,NGO,105,1668.97,2,None,EcoCash,Matabeleland_South JOR6780,0,2025-04-25,2025-05-06,2025-05-28,2027-04-26,8968.12,131.49,24,Monthly,Farming_Inputs,Male,30-Nov-2001,Single,2,Telecom,4,1316.96,4,None,Bank_Transfer,Harare MPW8036,2,2025-05-15,2025-05-30,2025-07-14,2026-02-24,15495.85,110.99,9,Monthly,Farming_Inputs,Male,19-Nov-1982,Married,2,NGO,79,1712.8,2,Property,EcoCash,Harare EBS9206,4,2025-03-24,2025-04-09,2025-05-06,2026-10-01,10953.0,16.48,18,Weekly,Equipment,Male,03-Sep-1977,Married,3,Manufacturing,22,401.0,0,,Cash,Masvingo WZH8778,1,2025-01-07,2025-01-25,2025-03-05,2027-01-15,11342.73,14.81,24,Bi-Weekly,Business_Expansion,Female,14-Jan-1992,Divorced,1,NGO,24,1351.59,5,Livestock,EcoCash,Manicaland SDT4780,0,2025-11-02,2025-11-05,2025-12-11,2027-04-29,1472.94,17.49,18,Bi-Weekly,Vehicle,Male,16-Mar-1993,Married,1,Manufacturing,113,546.7,1,Guarantor,EcoCash,Harare XEB8025,0,2025-12-27,2025-12-30,2026-02-12,2026-03-30,1756.22,16.85,3,Monthly,Business_Expansion,Female,25-Jul-1992,Married,1,Education,61,488.3,3,Guarantor,EcoCash,Harare VLP0594,0,2025-05-23,2025-05-24,2025-06-18,2025-11-20,968.1,133.17,6,Bi-Weekly,Medical,Male,20-Oct-1997,Married,2,Retail_Trade,110,737.04,0,None,Cash,Harare FGX8087,0,2025-07-20,2025-08-10,2025-09-12,2026-08-05,1451.2,149.41,12,Monthly,School_Fees,Female,17-Apr-1968,Married,3,Retail_Trade,124,,0,Property,Bank_Transfer,Midlands NZH6934,4,2026-01-27,2026-02-08,2026-03-25,2027-02-03,30362.77,75.02,12,Weekly,,Male,28-Sep-1998,Married,1,Mining,9,1476.29,0,None,EcoCash,Mashonaland_West YME8412,1,2026-01-12,2026-01-22,2026-02-26,2028-01-12,12402.16,153.75,24,Monthly,Working_Capital,Female,16-Aug-1999,Married,1,Mining,20,880.54,0,Vehicle,EcoCash,Manicaland RWK9524,0,2025-12-25,2026-01-05,2026-02-07,2026-04-05,1579.06,16.6,3,Monthly,Medical,Female,26-Mar-1968,Single,2,Agriculture,47,268.97,0,Vehicle,EcoCash,Matabeleland_North RPP9214,5,2025-11-24,2025-12-05,2025-12-30,2026-01-04,717.29,143.15,1,Weekly,Rent,Female,28-Oct-1977,Divorced,4,Retail_Trade,175,,1,Guarantor,InnBucks,Harare WBK6963,1,2025-10-12,2025-10-28,2025-11-28,2027-04-21,1283.66,120.16,18,Monthly,Equipment,Female,31-Mar-1991,Married,4,Agriculture,87,154.92,4,Savings,InnBucks,Mashonaland_Central DIG5398,2,2025-06-06,2025-06-10,2025-07-23,2026-12-02,7441.32,103.34,18,Monthly,Farming_Inputs,Male,26-Apr-1984,Married,3,Healthcare,,1150.55,0,Savings,EcoCash,Midlands RXB4565,0,2024-12-28,2025-01-18,2025-02-24,2026-01-13,4457.45,15.8,12,Bi-Weekly,Farming_Inputs,Male,27-Jul-1992,Divorced,2,Retail_Trade,139,804.89,0,None,OneMoney,Harare HHK7103,0,2025-08-16,2025-09-05,2025-10-10,2027-02-27,2201.99,16.67,18,Weekly,Working_Capital,Male,11-Apr-1982,Widowed,3,Government,,437.87,0,Savings,EcoCash,Harare BXO5829,0,2025-05-22,2025-06-09,2025-07-24,2027-05-30,3983.89,145.26,24,Monthly,Rent,Female,11-May-1989,Married,,Retail_Trade,,770.97,2,Property,EcoCash,Bulawayo TGW1447,1,2025-08-05,2025-08-14,2025-09-25,2026-08-09,869.07,13.49,12,Weekly,Working_Capital,Male,04-May-1999,Married,2,Agriculture,,99.13,0,Vehicle,Bank_Transfer,Mashonaland_East SCG9633,0,2025-06-11,2025-06-12,2025-07-24,2026-12-04,1697.41,119.02,18,Monthly,Working_Capital,Male,10-Apr-1986,Divorced,3,Education,42,331.15,5,Guarantor,InnBucks,Manicaland YRH2661,2,2025-01-25,2025-02-14,2025-03-14,2025-08-13,567.51,84.93,6,Monthly,Farming_Inputs,Male,09-Aug-1978,Divorced,5,Agriculture,50,112.17,2,Property,EcoCash,Bulawayo BWM0677,0,2025-03-22,2025-03-30,2025-04-28,2026-03-25,2282.71,115.45,12,Monthly,Rent,Male,24-Aug-1989,Single,3,,56,320.98,1,Vehicle,Bank_Transfer,Bulawayo XMI9842,2,2025-06-15,2025-06-16,2025-07-20,2027-06-06,11894.71,12.24,24,Monthly,Equipment,Female,28-Mar-1962,Married,2,Government,53,645.65,4,Savings,EcoCash,Bulawayo JYV4622,1,2025-05-24,2025-06-14,2025-07-28,2027-06-04,3337.96,98.75,24,Monthly,Stock_Purchase,Female,02-Jun-1998,Married,2,,27,314.23,4,None,InnBucks,Harare FSJ5438,1,2025-01-01,2025-01-13,2025-02-25,2027-01-03,37010.78,16.17,24,Monthly,,Female,16-Dec-1980,Married,2,Telecom,96,1472.8,2,Vehicle,InnBucks,Midlands ZPZ2675,0,2025-10-15,2025-10-21,2025-11-20,2027-10-11,2087.31,103.34,24,Weekly,Equipment,Female,09-Dec-1981,Married,3,Retail_Trade,3,314.91,1,Vehicle,Bank_Transfer,Midlands FCT5311,2,2025-04-17,2025-04-19,2025-06-02,2026-04-14,798.01,14.31,12,Monthly,Working_Capital,Male,05-Aug-1980,Divorced,4,Agriculture,125,155.51,4,Livestock,EcoCash,Bulawayo DLU3504,0,2025-07-30,2025-08-18,2025-09-14,2027-02-09,1150.17,147.14,18,Bi-Weekly,Working_Capital,Female,16-Jul-2006,Single,0,Education,12,535.16,0,None,OneMoney,Matabeleland_South ESU2238,5,2025-12-12,2025-12-24,2026-02-07,2026-03-24,188.55,126.5,3,Bi-Weekly,Rent,Male,21-Feb-1995,Single,4,Informal_Sector,8,95.63,2,None,OneMoney,Mashonaland_West HEY5668,0,2025-11-18,2025-11-28,2026-01-02,2026-05-27,1323.68,138.07,6,Bi-Weekly,Business_Expansion,Male,06-Dec-1992,Married,1,Agriculture,57,,6,Guarantor,Bank_Transfer,Matabeleland_South UNN4464,4,2025-06-14,2025-06-16,2025-07-17,2028-05-31,14258.59,95.82,36,Bi-Weekly,Home_Improvement,Male,04-Jun-1990,Married,1,Mining,96,507.57,3,Guarantor,EcoCash,Bulawayo HSF2545,1,2025-04-21,2025-04-26,2025-05-28,2026-04-21,19738.76,15.74,12,Monthly,Working_Capital,Male,15-Jan-1996,Married,3,Manufacturing,63,747.44,0,Property,Bank_Transfer,Harare JIA5527,2,2025-07-05,2025-07-19,2025-08-16,2027-01-10,22699.26,15.6,18,Bi-Weekly,Livestock,Male,21-Mar-1962,Divorced,2,Finance,86,1683.49,0,Savings,EcoCash,Harare ZDA5112,1,2025-06-08,2025-06-20,2025-07-17,2026-12-12,3454.42,104.15,18,Monthly,Business_Expansion,Female,30-Dec-1963,Divorced,1,Informal_Sector,25,303.73,0,None,Bank_Transfer,Matabeleland_North HPI8130,0,2026-01-16,2026-01-31,2026-03-04,2027-01-26,5300.44,148.01,12,Monthly,School_Fees,Female,05-Apr-1976,Married,0,NGO,148,1068.78,3,None,Cash,Masvingo JER8240,2,2026-02-07,2026-02-20,2026-03-21,2026-08-19,2707.06,94.75,6,Monthly,Farming_Inputs,Female,27-Oct-1969,Widowed,1,Agriculture,20,191.96,4,None,EcoCash,Harare TAI6687,2,2025-11-10,2025-11-11,2025-12-12,2027-11-01,5265.4,12.49,24,Monthly,Working_Capital,Male,06-May-1980,Married,3,Retail_Trade,29,408.36,3,Livestock,EcoCash,Harare GHY9750,0,2026-01-16,2026-01-22,2026-03-05,2027-01-17,3896.47,15.26,12,Weekly,Equipment,Male,18-Jul-2007,Single,1,Finance,11,769.0,5,Property,InnBucks,Midlands ZMJ3632,1,2025-06-17,2025-06-18,2025-07-26,2026-06-13,11438.64,15.09,12,Monthly,Working_Capital,Male,07-Apr-1978,Married,5,,65,745.78,1,Guarantor,Bank_Transfer,Harare LNL3875,1,2025-12-22,2026-01-04,2026-02-12,2026-12-30,1683.99,91.07,12,Monthly,Business_Expansion,Female,15-Dec-1990,Married,2,Retail_Trade,71,225.15,3,Vehicle,EcoCash,Bulawayo KBN0133,0,2026-01-26,2026-02-09,2026-03-16,2028-01-30,2259.29,92.19,24,Bi-Weekly,Vehicle,Male,07-Jun-1969,Married,3,Informal_Sector,5,293.35,2,None,Bank_Transfer,Harare REV6314,2,2025-11-11,2025-11-19,2026-01-02,2026-11-14,5679.15,11.86,12,Monthly,Farming_Inputs,Female,08-Apr-1968,Divorced,7,Informal_Sector,13,601.34,1,Property,Cash,Mashonaland_Central BJK1459,4,2026-01-19,2026-02-04,2026-03-18,2029-01-19,7348.28,105.47,36,Monthly,Equipment,Male,14-May-1992,Single,4,,100,214.71,5,Livestock,EcoCash,Manicaland MSF4854,2,2025-11-10,2025-11-30,2026-01-01,2027-11-20,4204.14,99.27,24,Monthly,Working_Capital,Female,08-May-1982,Married,3,Healthcare,76,,1,None,Cash,Mashonaland_Central FWV0487,1,2026-01-24,2026-01-26,2026-02-28,2027-01-21,6419.56,,12,Monthly,Working_Capital,Male,01-May-1993,Married,3,Manufacturing,36,537.3,1,Property,EcoCash,Mashonaland_East RGY6197,5,2025-04-24,2025-04-26,2025-06-09,2025-10-23,669.98,146.58,6,Bi-Weekly,Funeral,Male,09-Jul-2007,Single,1,Government,9,420.4,2,None,Bank_Transfer,Harare TSD3692,0,2026-02-12,2026-02-17,2026-03-14,2026-05-18,1624.22,112.62,3,Monthly,Stock_Purchase,Female,24-Jul-1982,Married,5,Agriculture,69,282.53,5,Vehicle,Bank_Transfer,Harare TVS6288,2,2025-10-31,2025-11-03,2025-12-13,2026-10-29,1782.89,104.26,12,Monthly,Farming_Inputs,Female,17-Dec-1963,Married,2,Healthcare,21,381.66,1,Guarantor,EcoCash,Manicaland CZV6542,0,2025-05-09,2025-05-27,2025-07-04,2025-11-23,1628.03,132.66,6,Monthly,Wedding,Male,12-Jun-1983,Married,2,Construction,88,283.27,2,Livestock,EcoCash,Bulawayo NFW8789,4,2025-12-07,2025-12-28,2026-02-01,2027-12-18,17228.55,12.22,24,Monthly,Equipment,Female,12-Nov-1980,Widowed,3,Mining,47,881.13,6,Livestock,EcoCash,Harare EEE8038,4,2025-02-01,2025-02-19,2025-04-05,2026-08-13,3539.82,19.43,18,Monthly,Vehicle,Male,04-Sep-1994,Widowed,3,Informal_Sector,11,239.01,0,Savings,InnBucks,Masvingo BKX6172,0,2025-08-06,2025-08-15,2025-09-09,2026-08-10,3248.33,116.28,12,Monthly,Farming_Inputs,Male,23-May-1984,Married,5,Retail_Trade,162,612.93,1,None,Cash,Manicaland FUG8771,0,2025-05-31,2025-06-14,2025-07-14,2025-09-12,1203.97,15.46,3,Monthly,Working_Capital,Female,06-Feb-1992,Married,,Construction,76,518.54,8,None,OneMoney,Bulawayo GHN3574,1,2025-05-17,2025-05-18,2025-06-19,2025-11-14,14030.65,13.69,6,Monthly,,Female,17-Oct-1980,Divorced,2,Retail_Trade,100,1007.88,0,Property,OneMoney,Mashonaland_West YSQ3489,0,2025-09-17,2025-10-04,2025-10-28,2027-09-24,6580.11,17.11,24,Bi-Weekly,Debt_Consolidation,Female,11-Apr-1995,Single,3,Construction,51,,2,,EcoCash,Matabeleland_South ARP2492,4,2025-02-23,2025-02-26,2025-04-10,2026-08-20,22186.85,88.48,18,Monthly,Equipment,Male,08-Aug-1997,Single,4,Retail_Trade,100,897.4,8,Property,Bank_Transfer,Harare QHT8444,2,2025-02-24,2025-03-12,2025-04-23,2025-09-08,3928.34,124.28,6,Monthly,Farming_Inputs,Male,05-Aug-1964,Divorced,3,Informal_Sector,16,246.34,0,Livestock,InnBucks,Mashonaland_East CVN0729,2,2025-04-19,2025-05-08,2025-06-07,2025-11-04,7260.19,12.53,6,Monthly,Farming_Inputs,Female,02-Jul-1969,Married,,,29,444.83,4,Property,OneMoney,Manicaland EJS1772,0,2025-02-08,2025-02-19,2025-04-01,2027-02-09,649.38,14.25,24,Monthly,Debt_Consolidation,Female,02-Jun-1979,Divorced,6,,27,104.92,1,Guarantor,Bank_Transfer,Manicaland SUZ0883,3,2025-06-09,2025-06-14,2025-07-10,2026-12-06,2377.74,16.32,18,Monthly,School_Fees,Male,15-Jun-1981,Divorced,2,Education,79,536.54,2,Guarantor,EcoCash,Bulawayo ZVY2197,0,2025-01-12,2025-01-14,2025-02-15,2026-01-09,2090.59,123.52,12,Bi-Weekly,Stock_Purchase,Male,17-Oct-1972,Married,4,Education,21,318.76,2,None,InnBucks,Harare QDD5758,2,2024-12-20,2025-01-10,2025-02-17,2026-07-04,10171.55,84.17,18,Monthly,Equipment,Female,25-Jul-1985,Widowed,7,NGO,24,,2,Livestock,EcoCash,Harare TKX2350,0,2025-03-17,2025-03-24,2025-05-06,2025-06-22,206.62,113.42,3,Bi-Weekly,Stock_Purchase,Male,25-Nov-1966,Widowed,,Informal_Sector,13,118.42,4,None,EcoCash,Bulawayo HRP1387,4,2025-08-20,2025-09-05,2025-10-03,2028-08-20,11206.51,18.96,36,Weekly,Equipment,Male,13-Feb-1997,Married,0,Agriculture,70,311.73,3,Property,OneMoney,Bulawayo MWU5491,0,2025-01-31,2025-02-14,2025-03-27,2026-08-08,4143.65,15.61,18,Monthly,Livestock,Male,09-Aug-1984,Married,6,Manufacturing,140,,3,Property,EcoCash,Manicaland VBM5950,1,2025-11-18,2025-11-23,2025-12-28,2027-11-13,20682.84,14.86,24,Monthly,Business_Expansion,Male,15-May-1994,,1,Healthcare,33,1142.6,1,Vehicle,Cash,Mashonaland_Central GFK1650,0,2025-07-19,2025-08-01,2025-09-01,2026-01-28,1085.28,16.12,6,Monthly,Debt_Consolidation,Female,17-Aug-1969,Married,2,Construction,73,565.91,1,None,,Harare BYX3935,0,2025-10-08,2025-10-26,2025-12-08,2026-04-24,2172.03,146.02,6,Monthly,Stock_Purchase,Female,01-Mar-2001,Divorced,4,Government,41,510.69,3,Guarantor,EcoCash,Matabeleland_South SNN8579,0,2025-02-03,2025-02-05,2025-03-08,2026-01-31,2438.96,155.88,12,Bi-Weekly,Funeral,Male,14-Jun-1978,Married,6,Informal_Sector,,,0,Guarantor,EcoCash,Mashonaland_West UTG6923,0,2025-02-19,2025-02-22,2025-04-02,2026-08-16,1472.99,117.36,18,Monthly,Working_Capital,Female,05-Jan-1969,,3,Transport,59,668.32,4,Savings,EcoCash,Matabeleland_North XSZ7452,1,2025-12-04,2025-12-18,2026-01-15,2026-12-13,2125.14,138.78,12,Monthly,Stock_Purchase,Male,09-Oct-2005,Single,,Retail_Trade,13,174.93,4,None,EcoCash,Manicaland WDB2677,1,2025-10-08,2025-10-19,2025-12-02,2026-10-14,1081.12,123.6,12,Weekly,Business_Expansion,Male,19-Dec-1970,Divorced,2,Informal_Sector,42,100.07,6,None,Cash,Midlands GEW6229,3,2025-11-10,2025-11-11,2025-12-15,2026-11-06,1249.67,11.23,12,Monthly,Medical,Male,07-Jul-1971,Single,,Agriculture,109,236.37,3,Guarantor,EcoCash,Matabeleland_North BCF2024,2,2025-06-30,2025-07-18,2025-08-22,2026-07-13,2137.42,127.18,12,Monthly,Equipment,Male,05-Jan-1981,Married,4,Construction,139,736.27,3,Guarantor,EcoCash,Manicaland PDL4276,2,2025-07-11,2025-07-24,2025-09-03,2026-07-19,24589.7,98.13,12,Monthly,Working_Capital,Male,13-May-1982,Married,6,NGO,35,2120.16,2,Vehicle,OneMoney,Harare CBG3780,2,2025-10-08,2025-10-15,2025-11-14,2026-10-10,1182.19,85.68,12,Monthly,Farming_Inputs,Male,25-Mar-2007,Single,0,Informal_Sector,6,142.73,0,,EcoCash,Midlands JBX0021,0,2025-09-11,2025-09-21,2025-10-27,2027-03-15,3220.05,119.52,18,Monthly,Rent,Male,07-Apr-1998,Single,5,Mining,68,848.1,0,None,EcoCash,Mashonaland_East PUC3281,0,2025-11-06,2025-11-07,2025-12-04,2027-05-01,4413.26,19.14,18,Monthly,Debt_Consolidation,Female,03-Apr-1961,Married,,Transport,45,897.59,1,Property,EcoCash,Midlands FSE5481,2,2025-10-11,2025-10-22,2025-11-25,2026-07-19,5928.98,93.8,9,Monthly,Farming_Inputs,Female,18-Sep-1970,Divorced,0,Retail_Trade,117,1051.84,1,,InnBucks,Midlands XZU8058,2,2025-09-21,2025-09-26,2025-10-28,2026-09-21,4144.12,124.1,12,Monthly,Equipment,Male,17-Dec-1995,Single,2,Agriculture,96,326.59,0,Guarantor,Cash,Mashonaland_Central SNX2482,2,2025-11-28,2025-12-01,2025-12-27,2026-11-26,810.98,12.23,12,Monthly,Farming_Inputs,Female,04-Nov-1998,Married,4,Informal_Sector,9,,0,Livestock,Cash,Harare JBY1932,1,2025-04-26,2025-04-27,2025-05-25,2026-10-19,9753.22,120.21,18,Bi-Weekly,Equipment,Male,24-Aug-1966,Married,4,Education,124,399.34,0,Property,InnBucks,Mashonaland_West FCF7662,4,2025-08-25,2025-09-07,2025-10-09,2027-03-01,18549.4,18.51,18,Monthly,Vehicle,Male,30-Oct-1983,Married,,Transport,117,985.83,1,Property,Bank_Transfer,Harare CYF9743,3,2025-05-18,2025-06-03,2025-07-06,2026-05-29,3102.99,16.71,12,Monthly,Rent,Male,22-Jun-1971,Married,5,Manufacturing,118,735.76,5,Savings,EcoCash,Mashonaland_West IXO6328,5,2025-02-03,2025-02-13,2025-03-21,2025-05-14,972.64,162.86,3,Bi-Weekly,Funeral,Male,18-Sep-1999,Married,5,Healthcare,37,432.35,2,None,EcoCash,Mashonaland_East BQJ7708,4,2025-01-12,2025-01-18,2025-03-04,2028-12-28,9890.26,15.12,48,Monthly,Home_Improvement,Male,09-Apr-1981,Married,3,Government,39,482.7,5,,Cash,Mashonaland_West OTJ3739,0,2025-02-06,2025-02-18,2025-03-21,2026-08-12,12119.51,14.47,18,Bi-Weekly,Equipment,Male,13-Jan-1966,,5,Telecom,133,1576.21,1,None,Bank_Transfer,Harare HWN7895,0,2025-01-18,2025-01-29,2025-03-01,2027-01-19,536.26,133.56,24,Bi-Weekly,,Female,18-Aug-1990,Married,3,Agriculture,127,151.91,3,None,EcoCash,Midlands GRH0857,2,2025-08-03,2025-08-15,2025-09-16,2026-08-10,1446.47,125.27,12,Bi-Weekly,Livestock,Female,23-Nov-1982,Widowed,3,,131,196.35,5,Property,InnBucks,Manicaland BLB3672,2,2025-06-28,2025-07-07,2025-08-06,2026-07-02,1441.71,13.46,12,Monthly,Farming_Inputs,Male,16-Dec-1962,Married,4,Agriculture,74,203.01,0,Livestock,EcoCash,Mashonaland_West UJL9519,1,2025-04-17,2025-04-28,2025-06-02,2028-04-12,24629.0,15.86,36,Monthly,Business_Expansion,Male,27-Jan-1975,Married,5,NGO,98,1256.03,1,Guarantor,EcoCash,Manicaland TWS2222,4,2025-06-21,2025-06-29,2025-07-28,2026-06-24,10261.06,18.93,12,Weekly,Equipment,Male,11-May-1989,Married,5,Manufacturing,45,493.42,4,Property,Bank_Transfer,Mashonaland_East JMM6461,0,2026-02-13,2026-02-14,2026-03-26,2027-08-08,2278.77,108.87,18,Bi-Weekly,Wedding,Female,26-Oct-1977,Divorced,3,Informal_Sector,23,576.4,0,None,EcoCash,Mashonaland_West MIW9885,3,2025-08-02,2025-08-18,2025-10-02,2027-08-08,4115.2,11.89,24,Monthly,Medical,Male,18-Aug-1969,Married,4,Finance,80,943.85,0,Savings,EcoCash,Manicaland GJD6146,3,2025-04-26,2025-04-27,2025-05-28,2026-10-19,1194.34,16.47,18,Monthly,Rent,Male,10-Jan-1968,Married,4,Retail_Trade,28,521.61,4,None,Bank_Transfer,Harare GKG8118,2,2026-01-28,2026-01-31,2026-03-05,2026-07-30,23011.45,110.64,6,Monthly,Livestock,Female,27-Jan-2006,Single,,Finance,9,2445.75,1,None,OneMoney,Harare WLE0388,3,2025-04-29,2025-05-05,2025-06-06,2026-04-30,753.95,14.34,12,Monthly,Personal,Male,10-Dec-1996,Single,,Retail_Trade,113,560.93,1,None,OneMoney,Harare MNS8646,0,2024-12-29,2025-01-02,2025-02-09,2025-07-01,688.88,125.28,6,Bi-Weekly,School_Fees,Male,02-Mar-1963,Married,4,Informal_Sector,15,185.98,0,None,EcoCash,Bulawayo GRN3294,5,2025-08-16,2025-08-29,2025-09-26,2025-11-27,792.8,148.74,3,Monthly,Rent,Male,19-Aug-1999,Single,0,Manufacturing,18,856.76,5,None,EcoCash,Harare JUU9607,1,2025-05-25,2025-05-26,2025-07-04,2028-05-10,11206.08,78.09,36,Monthly,Stock_Purchase,Male,17-May-1961,Married,3,Finance,112,536.14,0,Property,Cash,Mashonaland_East HJP7251,1,2025-08-22,2025-08-23,2025-09-28,2026-08-18,7056.56,14.58,12,Weekly,Working_Capital,Male,08-Nov-1970,Divorced,,Telecom,137,969.09,1,Livestock,Bank_Transfer,Bulawayo ZIW6118,3,2025-08-19,2025-08-23,2025-10-03,2027-08-13,1832.06,14.28,24,Monthly,Rent,Female,06-Jul-1978,Single,3,Informal_Sector,,523.65,0,Savings,Cash,Manicaland ZXD5535,0,2025-03-22,2025-03-31,2025-04-28,2025-06-29,2092.41,118.28,3,Monthly,Working_Capital,Male,21-Sep-1994,Single,4,Informal_Sector,14,485.73,1,None,EcoCash,Mashonaland_Central QKA6528,1,2025-09-30,2025-10-01,2025-11-01,2026-03-30,2706.51,117.89,6,Monthly,Business_Expansion,Male,11-Jul-1968,Divorced,5,Agriculture,137,158.88,2,Livestock,EcoCash,Harare LTG9775,1,2025-10-19,2025-11-02,2025-12-14,2027-10-23,12669.41,131.13,24,Monthly,Working_Capital,Male,05-Jan-1998,Divorced,3,Healthcare,,1050.87,0,Property,Bank_Transfer,Mashonaland_West PSG8261,2,2024-12-27,2025-01-05,2025-02-16,2025-12-31,1026.7,10.52,12,Monthly,Farming_Inputs,Female,26-Jun-1968,Married,5,Agriculture,100,157.29,3,Guarantor,EcoCash,Mashonaland_East CFT0700,4,2026-02-03,2026-02-07,2026-03-16,2027-08-01,13968.07,19.09,18,Monthly,Equipment,Male,16-Jun-2003,Single,0,Education,17,613.28,1,Property,EcoCash,Matabeleland_North MAQ6578,3,2025-12-24,2025-12-31,2026-01-28,2026-06-29,870.31,12.99,6,Monthly,Medical,Female,25-Dec-1986,Married,2,Agriculture,87,199.09,2,None,Cash,Midlands JBJ6918,1,2026-02-26,2026-02-28,2026-03-28,2029-02-12,852.86,15.17,36,Monthly,Equipment,Male,22-May-1991,Divorced,2,Informal_Sector,,233.46,5,None,Bank_Transfer,Mashonaland_East LUR6716,4,2025-07-24,2025-08-14,2025-09-26,2027-08-04,19857.12,12.38,24,Monthly,Home_Improvement,Female,07-Mar-2004,Single,0,Transport,46,554.53,1,Vehicle,OneMoney,Harare LEO9229,4,2025-05-04,2025-05-17,2025-06-28,2026-11-08,1623.92,13.69,18,Monthly,Home_Improvement,Male,03-Oct-1966,Single,3,Informal_Sector,7,98.46,4,Guarantor,Cash,Manicaland UWO2302,1,2025-05-09,2025-05-17,2025-06-11,2026-05-12,4798.21,16.36,12,Monthly,Equipment,Male,30-Oct-1983,Married,5,Transport,14,333.49,1,Vehicle,EcoCash,Mashonaland_East RPZ9969,1,2025-09-25,2025-09-28,2025-11-09,2026-03-27,3186.15,14.43,6,Bi-Weekly,Business_Expansion,Male,12-Mar-1998,Married,6,Agriculture,60,270.77,0,Guarantor,Bank_Transfer,Mashonaland_West DSD9781,0,2026-01-06,2026-01-26,2026-03-03,2027-07-20,1190.24,115.49,18,Bi-Weekly,Personal,Female,18-Aug-1975,Divorced,6,Transport,66,280.56,3,None,Cash,Mashonaland_East PNR9550,0,2025-01-07,2025-01-24,2025-03-10,2026-01-19,1505.84,17.08,12,Monthly,Funeral,Female,27-Apr-1971,Married,7,Agriculture,85,289.42,2,None,Bank_Transfer,Harare VTS9332,1,2025-02-24,2025-03-17,2025-04-27,2027-03-07,6126.58,102.0,24,Bi-Weekly,Stock_Purchase,Female,24-Aug-1986,Married,2,Construction,109,,2,Property,EcoCash,Harare PLR7625,3,2025-04-23,2025-05-07,2025-06-02,2026-10-29,361.29,18.84,18,Monthly,Rent,Male,22-Sep-1980,Widowed,0,Agriculture,60,97.55,6,None,Bank_Transfer,Bulawayo ODC6962,5,2025-11-07,2025-11-20,2025-12-22,2026-02-18,1115.96,169.68,3,Bi-Weekly,Medical,Male,29-May-1966,Married,3,Education,25,,0,None,Cash,Manicaland VHS8337,4,2025-07-27,2025-08-08,2025-09-06,2028-07-23,5763.75,14.67,36,Monthly,Equipment,Male,09-Jul-1995,,2,Government,45,,3,Property,EcoCash,Mashonaland_West WLL4766,4,2025-11-04,2025-11-17,2025-12-24,2028-11-01,4886.52,107.79,36,Monthly,Home_Improvement,Male,21-Feb-1983,Divorced,4,Agriculture,149,267.14,3,Guarantor,Cash,Mashonaland_Central OLC7159,3,2026-02-06,2026-02-08,2026-03-11,2026-08-07,1032.06,16.61,6,Monthly,Debt_Consolidation,Female,01-Jun-1964,Married,3,Manufacturing,,,2,Guarantor,Bank_Transfer,Mashonaland_East VEQ2672,1,2025-10-29,2025-11-10,2025-12-07,2027-05-04,9369.1,134.37,18,Monthly,Business_Expansion,Male,23-Mar-2000,Single,2,Finance,4,982.86,7,Vehicle,EcoCash,Mashonaland_Central TAM0554,5,2025-02-24,2025-03-17,2025-04-13,2025-06-15,127.57,166.31,3,Monthly,Medical,Male,19-Dec-2001,Single,2,Agriculture,11,104.68,4,Guarantor,EcoCash,Harare FKW9070,3,2025-11-28,2025-12-09,2026-01-09,2026-06-07,904.14,17.05,6,Monthly,Medical,Male,11-May-2006,Single,0,Informal_Sector,,192.27,1,Savings,EcoCash,Midlands DPV4648,0,2025-06-22,2025-06-24,2025-07-23,2025-12-21,762.4,131.68,6,Monthly,Medical,Female,22-Jul-2000,Married,2,Agriculture,15,355.74,1,Guarantor,EcoCash,Mashonaland_Central BWW9888,0,2025-11-24,2025-12-01,2026-01-12,2026-11-26,2557.26,80.45,12,Monthly,Rent,Male,03-Feb-1966,,1,Transport,34,430.81,1,Guarantor,EcoCash,Mashonaland_West NAY4318,1,2025-06-13,2025-07-03,2025-08-14,2025-12-30,6807.53,110.57,6,Monthly,Working_Capital,Male,08-Aug-1987,Married,2,,120,652.73,5,Property,EcoCash,Matabeleland_North CZS0804,0,2025-05-31,2025-06-13,2025-07-13,2027-06-03,4759.74,118.13,24,Monthly,Livestock,Male,20-Mar-1965,Married,4,Retail_Trade,115,826.19,3,Vehicle,EcoCash,Mashonaland_West UZF5143,3,2025-10-08,2025-10-17,2025-11-23,2027-10-07,2948.28,17.41,24,Monthly,Rent,Female,04-May-1975,Married,1,Transport,39,,0,None,EcoCash,Masvingo JLH3600,0,2024-12-17,2025-01-05,2025-02-11,2026-06-29,2156.36,156.57,18,Monthly,Medical,Male,05-May-1991,Single,3,Construction,86,707.24,0,None,EcoCash,Masvingo KGX5457,4,2025-01-26,2025-01-29,2025-03-11,2026-01-24,15055.85,16.72,12,Monthly,Vehicle,Male,26-Aug-1975,Married,3,Retail_Trade,30,706.48,2,Savings,EcoCash,Mashonaland_East GSP7505,3,2025-08-13,2025-08-30,2025-09-28,2026-02-26,1336.77,14.49,6,Monthly,,Female,22-Jul-1970,Married,4,Retail_Trade,,312.35,4,Guarantor,EcoCash,Bulawayo YZX4763,1,2025-06-11,2025-06-13,2025-07-19,2027-06-03,8174.41,125.35,24,Monthly,Business_Expansion,Female,08-Jan-1985,Single,3,Telecom,93,883.28,4,Property,Cash,Harare XTX1712,0,2025-01-05,2025-01-23,2025-03-05,2026-01-18,464.12,17.1,12,Monthly,Wedding,Male,02-Dec-1998,Single,3,Agriculture,,147.89,1,Guarantor,EcoCash,Harare VDI9052,0,2025-03-26,2025-04-02,2025-05-03,2026-03-28,478.88,110.62,12,Monthly,Stock_Purchase,Female,13-Jun-1980,Single,6,Agriculture,144,64.48,0,None,EcoCash,Bulawayo JCG6240,1,2025-07-07,2025-07-22,2025-08-28,2027-07-12,2539.17,82.22,24,Monthly,Working_Capital,Male,20-Dec-1990,Single,,Manufacturing,108,180.46,2,Guarantor,Bank_Transfer,Mashonaland_East HNT1528,1,2025-04-12,2025-04-22,2025-05-26,2028-04-06,7157.3,112.72,36,Weekly,Working_Capital,Male,01-Oct-1992,Married,2,Construction,104,352.78,0,Property,Cash,Harare IUV0877,5,2025-05-13,2025-05-30,2025-07-05,2025-08-28,232.93,193.4,3,Weekly,Funeral,Male,22-Sep-1970,Married,7,Manufacturing,104,166.83,3,None,Bank_Transfer,Harare JUB7317,3,2025-03-18,2025-04-05,2025-05-12,2027-03-26,195.94,12.91,24,Monthly,Debt_Consolidation,Male,13-Sep-1974,Divorced,4,,23,111.01,3,Savings,Bank_Transfer,Harare MQY3342,0,2025-02-07,2025-02-09,2025-03-09,2026-08-03,582.73,140.88,18,Monthly,School_Fees,Female,25-Aug-2006,Single,0,,19,117.14,2,Guarantor,Bank_Transfer,Bulawayo JUR7255,3,2025-02-01,2025-02-20,2025-03-20,2026-02-15,663.81,13.49,12,Weekly,Medical,Male,13-May-1975,Married,5,Agriculture,51,169.29,0,Guarantor,OneMoney,Manicaland YDH5194,0,2025-09-25,2025-09-28,2025-11-01,2025-12-27,4874.0,131.31,3,Monthly,Farming_Inputs,Female,06-Jun-1977,Divorced,4,Construction,,656.9,0,,OneMoney,Midlands VRQ0437,2,2025-06-28,2025-07-07,2025-08-06,2026-01-03,5300.12,103.84,6,Monthly,Farming_Inputs,Female,03-May-1984,Divorced,2,Manufacturing,76,485.21,0,None,EcoCash,Masvingo YXH2028,1,2025-07-16,2025-07-31,2025-09-07,2026-01-27,11989.49,17.22,6,Monthly,Business_Expansion,Female,25-Feb-1984,Divorced,6,Education,78,717.54,2,Property,Bank_Transfer,Harare SHA1662,0,2025-02-02,2025-02-15,2025-03-28,2026-08-09,2720.85,162.4,18,Weekly,Vehicle,Female,21-Jan-1975,Married,2,Agriculture,150,429.58,0,Guarantor,Bank_Transfer,Matabeleland_South PDT1117,5,2025-05-07,2025-05-20,2025-06-14,2025-06-19,256.62,163.66,1,Bi-Weekly,Funeral,Male,02-Nov-1994,Single,2,Agriculture,28,171.26,1,Property,EcoCash,Harare HCW0199,3,2025-07-23,2025-08-01,2025-09-13,2026-07-27,637.08,15.62,12,Monthly,School_Fees,Male,20-Feb-1985,Married,3,Manufacturing,65,174.52,1,Guarantor,EcoCash,Harare PJX7205,5,2025-11-04,2025-11-24,2025-12-19,2025-12-24,697.75,154.72,1,Monthly,Rent,Female,06-Apr-2005,Single,,Informal_Sector,15,547.53,1,None,EcoCash,Matabeleland_North BZH4836,5,2025-12-15,2026-01-03,2026-01-28,2026-02-02,1230.12,179.75,1,Weekly,Rent,Female,06-Jan-1973,Widowed,3,Retail_Trade,36,875.34,3,Savings,Bank_Transfer,Manicaland ASG5674,1,2024-12-31,2025-01-06,2025-02-14,2026-12-27,9556.04,122.8,24,Bi-Weekly,Business_Expansion,Female,13-Jul-2001,Married,4,Agriculture,14,457.9,0,Savings,Bank_Transfer,Midlands HVV8464,0,2025-01-15,2025-01-24,2025-03-02,2027-01-14,3730.81,115.72,24,Monthly,Medical,Female,21-Mar-1990,Married,0,Education,16,634.12,5,None,Bank_Transfer,Matabeleland_South YSA1245,2,2026-01-09,2026-01-16,2026-03-02,2027-07-10,5713.5,9.59,18,Monthly,Farming_Inputs,Male,11-Aug-1995,Married,3,Agriculture,30,434.74,2,Livestock,Cash,Matabeleland_North SBV7190,1,2025-10-24,2025-10-30,2025-12-10,2026-10-25,1280.46,142.55,12,Monthly,Business_Expansion,Male,16-Nov-1979,Single,4,Agriculture,38,129.35,4,None,Cash,Masvingo RTA4987,4,2025-02-18,2025-02-26,2025-04-12,2026-02-21,3551.88,12.53,12,Monthly,Vehicle,Male,21-Apr-1959,Widowed,5,Informal_Sector,,177.76,0,Guarantor,Bank_Transfer,Bulawayo SXY9677,0,2025-10-07,2025-10-22,2025-11-28,2026-10-17,1136.36,97.45,12,Bi-Weekly,School_Fees,Male,26-Dec-1966,Married,5,Informal_Sector,39,181.31,4,None,EcoCash,Harare ROO4595,1,2025-06-22,2025-07-04,2025-08-05,2028-06-18,2047.88,95.36,36,Monthly,Equipment,Female,13-Sep-1969,Married,3,Informal_Sector,8,130.4,1,None,Cash,Mashonaland_West ALO9044,1,2025-03-17,2025-03-18,2025-04-24,2027-03-08,5900.36,98.61,24,Monthly,Business_Expansion,Female,13-Jun-1965,Married,7,,63,550.43,0,Guarantor,Bank_Transfer,Harare ZPB9438,0,2025-11-21,2025-12-03,2026-01-05,2026-11-28,5200.87,138.88,12,Monthly,Business_Expansion,Male,17-Apr-2006,Single,0,NGO,18,1934.11,0,None,OneMoney,Mashonaland_East FMM1892,3,2025-02-19,2025-03-10,2025-04-07,2027-02-28,994.69,15.74,24,Monthly,Personal,Female,31-Jan-1993,Single,6,Retail_Trade,117,560.88,5,Savings,Bank_Transfer,Harare LDJ7958,3,2025-06-27,2025-07-08,2025-08-08,2026-12-30,1483.78,14.9,18,Monthly,Medical,Male,29-Jan-1984,Widowed,3,Manufacturing,156,421.48,2,,EcoCash,Harare BYN6337,1,2025-10-29,2025-10-31,2025-11-26,2026-10-26,12626.62,14.64,12,Monthly,,Female,08-Nov-2006,Widowed,,Healthcare,11,961.05,3,Livestock,EcoCash,Harare YZY1243,1,2025-08-26,2025-09-15,2025-10-22,2026-09-10,7010.21,15.88,12,Bi-Weekly,Equipment,Female,30-Sep-1989,Single,4,Transport,30,666.64,1,Property,EcoCash,Harare FXS0153,0,2025-07-29,2025-08-16,2025-09-12,2027-08-06,2260.51,103.59,24,Monthly,Equipment,Female,26-Dec-1973,Widowed,6,Construction,,373.14,1,Livestock,Cash,Manicaland DWV3734,0,2025-11-04,2025-11-05,2025-12-01,2026-02-03,1198.25,14.81,3,Monthly,Debt_Consolidation,Male,05-Feb-1963,Married,4,Manufacturing,17,,2,Guarantor,InnBucks,Mashonaland_West ZFU7858,0,2026-02-02,2026-02-13,2026-03-23,2027-02-08,991.35,139.38,12,Monthly,Farming_Inputs,,10-Sep-1973,Divorced,5,Government,68,,1,None,EcoCash,Mashonaland_West TZR4919,2,2025-01-23,2025-01-26,2025-02-27,2025-07-25,6388.82,14.17,6,Monthly,Working_Capital,Male,22-Feb-1994,Married,4,Construction,75,579.21,0,Livestock,Bank_Transfer,Manicaland TYW1214,2,2026-01-22,2026-01-23,2026-03-08,2026-10-20,4591.53,111.51,9,Monthly,Farming_Inputs,Male,15-May-1996,Married,4,Agriculture,23,385.93,3,Property,InnBucks,Mashonaland_West NUL8756,1,2025-04-22,2025-05-04,2025-06-03,2026-04-29,5886.81,120.56,12,Monthly,,Male,24-Dec-1985,Divorced,1,Mining,143,718.41,3,Property,Bank_Transfer,Mashonaland_West GHL9084,2,2024-12-28,2025-01-07,2025-02-20,2026-01-02,3713.54,13.49,12,Monthly,Equipment,Female,15-Dec-1981,Widowed,6,Government,59,522.35,2,Vehicle,InnBucks,Masvingo UGS2885,3,2025-07-15,2025-07-29,2025-08-27,2027-07-19,970.89,,24,Monthly,Medical,Female,22-Dec-1963,Married,7,Government,51,243.56,0,Guarantor,Bank_Transfer,Harare HCZ7735,5,2025-08-15,2025-08-31,2025-10-06,2025-11-29,414.91,178.86,3,Monthly,Rent,Male,06-Sep-1979,Widowed,3,Government,28,610.53,1,Vehicle,Bank_Transfer,Manicaland VZR1727,0,2025-05-30,2025-06-13,2025-07-23,2026-06-08,1952.81,13.21,12,Monthly,Debt_Consolidation,Male,19-May-1972,Married,5,Education,147,328.35,1,Guarantor,InnBucks,Matabeleland_North JAR8765,1,2025-09-04,2025-09-09,2025-10-14,2028-08-24,1065.44,15.68,36,Monthly,Business_Expansion,Male,29-May-1996,Single,3,Informal_Sector,17,110.44,0,Savings,EcoCash,Midlands BAB6072,5,2025-09-26,2025-10-13,2025-11-20,2026-01-11,610.03,173.2,3,Monthly,Personal,Female,21-Dec-1987,Single,,Manufacturing,45,487.84,2,Vehicle,EcoCash,Bulawayo JHA7215,2,2025-01-05,2025-01-11,2025-02-09,2025-07-10,2557.97,104.64,6,Monthly,Farming_Inputs,Male,20-Jun-1989,Single,4,Informal_Sector,12,320.43,2,Guarantor,Bank_Transfer,Mashonaland_West XCF6915,1,2025-01-27,2025-02-09,2025-03-06,2026-08-03,8754.64,12.19,18,Monthly,Stock_Purchase,Female,20-May-1977,,7,Telecom,51,1049.42,0,Vehicle,EcoCash,Harare CXI7076,0,2025-03-17,2025-04-01,2025-05-08,2026-03-27,1602.81,16.51,12,Bi-Weekly,Personal,Female,06-Jan-1997,Married,2,Manufacturing,,443.89,5,None,Bank_Transfer,Mashonaland_West CGV3552,0,2025-07-28,2025-08-18,2025-09-13,2026-02-14,547.02,85.73,6,Monthly,School_Fees,Male,01-Aug-1996,Married,6,Construction,,166.77,0,None,OneMoney,Harare TPY0173,5,2025-07-02,2025-07-09,2025-08-18,2025-09-07,682.6,137.59,2,Monthly,Funeral,Female,09-Apr-1957,Married,2,Mining,139,384.44,1,Guarantor,EcoCash,Masvingo XIC4153,4,2025-03-23,2025-04-10,2025-05-06,2029-03-20,12446.66,,48,Monthly,Home_Improvement,Male,07-Jan-1977,Widowed,3,Retail_Trade,160,537.03,1,Vehicle,OneMoney,Harare ZYQ3231,0,2025-06-15,2025-07-02,2025-07-28,2026-12-24,4906.36,17.71,18,Monthly,Medical,Male,11-Apr-1992,Married,4,Government,157,804.83,1,Property,InnBucks,Harare IGW8709,1,2025-11-04,2025-11-11,2025-12-20,2027-05-05,7561.39,11.77,18,Bi-Weekly,Business_Expansion,Male,28-Sep-1992,Single,2,Agriculture,95,429.16,2,Property,Bank_Transfer,Masvingo SXW9627,1,2026-01-08,2026-01-29,2026-03-14,2027-01-24,3121.65,102.97,12,Weekly,Equipment,Female,24-Jan-1973,Widowed,,Informal_Sector,21,306.38,5,None,Cash,Manicaland ODC3755,0,2025-02-08,2025-02-16,2025-03-28,2026-02-11,3483.12,122.28,12,Monthly,Equipment,,26-May-1974,Divorced,3,Education,80,538.18,2,None,InnBucks,Masvingo PMG5727,4,2025-11-30,2025-12-04,2026-01-08,2027-11-24,4777.43,125.65,24,Monthly,Vehicle,Female,29-Mar-1994,Married,1,Agriculture,130,201.95,1,None,Bank_Transfer,Midlands XZY3938,3,2025-06-19,2025-07-02,2025-08-11,2026-06-27,387.37,18.42,12,Weekly,Medical,Female,25-May-1970,Divorced,4,Informal_Sector,34,206.48,2,Livestock,EcoCash,Manicaland MIN4748,3,2025-01-12,2025-01-18,2025-02-22,2026-07-12,705.55,90.91,18,Monthly,School_Fees,Female,06-Oct-1964,Married,0,Agriculture,60,212.92,1,Guarantor,InnBucks,Mashonaland_West EVC7553,1,2025-01-18,2025-01-27,2025-03-01,2025-07-26,8258.12,11.45,6,Monthly,Business_Expansion,Male,26-Mar-1968,Married,7,Manufacturing,81,600.67,3,Livestock,Cash,Mashonaland_East IKT6186,1,2025-12-04,2025-12-23,2026-02-05,2028-12-07,10598.22,77.76,36,Monthly,Stock_Purchase,Male,27-Dec-1999,Married,3,Retail_Trade,10,949.94,1,Guarantor,InnBucks,Manicaland KDD5931,0,2025-04-11,2025-04-13,2025-05-08,2025-07-12,2186.27,15.63,3,Monthly,Debt_Consolidation,Male,02-May-1967,Married,4,,62,280.76,1,Livestock,EcoCash,Harare WDW3223,3,2025-04-22,2025-05-04,2025-06-13,2027-04-24,648.73,13.17,24,Monthly,Personal,Female,14-Dec-1976,Single,4,Agriculture,84,200.68,2,Savings,Bank_Transfer,Bulawayo WSB0329,2,2025-01-15,2025-02-02,2025-03-18,2026-01-28,7767.63,80.08,12,Monthly,Working_Capital,Female,16-Nov-1993,Single,2,Retail_Trade,22,837.22,2,Property,InnBucks,Midlands EKZ7043,0,2025-09-19,2025-09-23,2025-10-23,2026-09-18,7775.04,124.32,12,Monthly,Working_Capital,Male,08-Feb-1970,Married,1,Finance,151,1115.21,2,None,Cash,Masvingo QLE5254,0,2025-01-03,2025-01-08,2025-02-13,2026-07-02,1244.79,132.36,18,Monthly,Rent,Female,25-Jan-2001,Married,2,Agriculture,20,205.96,2,Vehicle,Cash,Harare OCD4049,0,2025-09-09,2025-09-14,2025-10-28,2026-03-13,2637.94,106.5,6,Monthly,Debt_Consolidation,Male,09-Feb-1985,Married,2,Retail_Trade,91,768.78,1,None,OneMoney,Mashonaland_Central YCL7418,2,2026-02-09,2026-02-18,2026-03-26,2027-08-12,1456.51,123.26,18,Monthly,Farming_Inputs,Female,02-Jul-1994,Married,3,Agriculture,45,,1,Livestock,Cash,Bulawayo WNS4421,1,2025-09-23,2025-10-02,2025-11-05,2028-09-16,5776.75,130.84,36,Monthly,Equipment,Male,08-May-1985,Married,6,Retail_Trade,98,375.04,2,Property,EcoCash,Harare NYZ4365,4,2025-12-03,2025-12-16,2026-01-13,2026-12-11,15243.16,104.88,12,Monthly,Home_Improvement,Male,01-Nov-2001,Single,,Manufacturing,22,642.58,0,Savings,InnBucks,Mashonaland_West WMV4422,0,2025-05-05,2025-05-11,2025-06-15,2026-05-06,3526.27,142.53,12,Monthly,Livestock,Female,24-Jul-1999,Single,0,Mining,18,884.26,1,Property,Cash,Harare AKT0958,2,2026-01-10,2026-01-19,2026-02-28,2027-01-14,2106.07,98.39,12,Monthly,Farming_Inputs,Male,25-Sep-2001,Single,3,Healthcare,11,333.49,1,Vehicle,Bank_Transfer,Midlands GVA3060,4,2025-02-12,2025-02-17,2025-03-22,2029-01-27,2173.61,18.23,48,Monthly,Home_Improvement,Male,07-Jul-1984,Married,3,Informal_Sector,19,140.36,6,None,Cash,Manicaland PTL6582,1,2025-10-09,2025-10-13,2025-11-23,2027-04-06,4190.65,94.94,18,Weekly,Business_Expansion,Female,25-Jul-1984,Married,7,Agriculture,162,370.52,6,Guarantor,Bank_Transfer,Harare BTB1426,0,2025-03-15,2025-03-26,2025-05-01,2025-09-22,1414.25,,6,Monthly,Stock_Purchase,Female,09-Jun-1978,Married,4,Informal_Sector,31,239.64,0,Guarantor,InnBucks,Harare TMX3858,1,2025-12-18,2025-12-23,2026-01-28,2026-12-18,9519.51,98.54,12,Monthly,Working_Capital,Male,12-May-1991,Married,4,Government,84,596.48,1,None,EcoCash,Mashonaland_West HVS8035,2,2025-11-23,2025-11-24,2026-01-04,2027-11-14,5719.67,113.1,24,Monthly,Working_Capital,Female,06-Jun-1982,Widowed,1,Transport,29,663.49,7,Guarantor,EcoCash,Mashonaland_East ZJD0061,2,2025-02-04,2025-02-25,2025-04-10,2025-11-22,2946.11,94.46,9,Monthly,Equipment,Female,27-Feb-2007,Single,0,Healthcare,9,684.14,1,Savings,EcoCash,Mashonaland_East TXO8401,0,2025-05-15,2025-05-18,2025-06-17,2025-08-16,8816.37,176.63,3,Monthly,Vehicle,Male,05-Dec-1995,Single,5,NGO,82,1426.0,1,Savings,EcoCash,Harare HQT0893,1,2024-12-23,2025-01-11,2025-02-22,2027-01-01,8134.45,15.3,24,Monthly,Stock_Purchase,Male,09-Oct-1992,Married,5,Mining,129,686.98,1,Property,EcoCash,Mashonaland_West NNV5095,0,2025-07-19,2025-07-22,2025-08-24,2026-07-17,1227.99,120.16,12,Monthly,Debt_Consolidation,Female,13-Oct-1976,Married,4,Agriculture,96,160.96,0,Vehicle,Bank_Transfer,Harare UAR9616,0,2025-02-28,2025-03-16,2025-04-28,2027-03-06,4887.0,117.26,24,Monthly,Rent,Female,10-Nov-1971,Married,6,Telecom,38,1702.23,1,Savings,EcoCash,Midlands LYX6274,0,2025-01-27,2025-02-03,2025-03-19,2025-08-02,4610.84,13.35,6,Monthly,,Female,13-Sep-1958,Married,4,Education,113,504.05,0,Livestock,Cash,Manicaland WTU3373,2,2025-11-15,2025-11-23,2025-12-28,2026-11-18,18948.24,100.19,12,Monthly,Farming_Inputs,Male,29-May-1980,Widowed,,Finance,86,1847.94,0,Savings,OneMoney,Manicaland LRR1839,2,2025-02-14,2025-02-22,2025-04-05,2025-11-19,4205.62,116.19,9,Monthly,Equipment,Male,03-Apr-1972,Married,3,Construction,53,518.65,5,None,Cash,Midlands QXY9142,0,2025-03-17,2025-03-19,2025-04-16,2026-03-14,1388.23,18.61,12,Monthly,Home_Improvement,Male,06-Jun-1992,Married,1,Retail_Trade,63,335.13,0,None,InnBucks,Bulawayo CCA1626,4,2025-03-17,2025-03-23,2025-04-26,2027-03-13,15859.44,16.13,24,Monthly,Vehicle,Male,17-Jun-1990,Married,1,,65,535.66,6,Guarantor,Bank_Transfer,Harare QUC1235,2,2024-12-27,2025-01-10,2025-02-08,2026-01-05,1460.47,81.8,12,Monthly,Working_Capital,Female,17-Nov-1967,Married,,Government,56,391.44,3,Property,EcoCash,Matabeleland_South HPR2520,3,2025-03-11,2025-03-12,2025-04-25,2026-03-07,612.14,17.67,12,Monthly,Rent,Female,04-Nov-1993,Single,,Informal_Sector,8,126.76,0,Property,EcoCash,Matabeleland_North PNJ7376,3,2025-03-31,2025-04-20,2025-05-28,2025-10-17,389.26,18.43,6,Monthly,School_Fees,Female,25-Nov-1999,Married,6,Informal_Sector,40,115.93,0,Guarantor,Bank_Transfer,Mashonaland_Central VQK3788,0,2025-02-12,2025-02-22,2025-03-28,2026-02-17,1169.85,14.61,12,Monthly,Personal,Female,13-Feb-1988,Married,3,Informal_Sector,,275.67,5,None,Cash,Mashonaland_West EJA1949,1,2025-05-21,2025-05-26,2025-06-23,2025-11-22,6534.55,111.85,6,Monthly,Working_Capital,Female,11-Jul-1984,Married,4,Education,31,391.04,1,Property,OneMoney,Mashonaland_West GOQ2092,5,2025-01-18,2025-01-19,2025-02-23,2025-03-20,1705.81,186.67,2,Weekly,Funeral,Female,08-Mar-1988,Single,5,NGO,75,1547.24,7,Guarantor,Bank_Transfer,Harare TBB5324,3,2025-06-27,2025-07-05,2025-08-01,2026-12-27,2375.79,14.33,18,Monthly,Debt_Consolidation,Female,14-Mar-1987,Married,2,Government,115,858.34,3,Guarantor,Bank_Transfer,Mashonaland_East OVD9013,0,2025-03-11,2025-03-22,2025-04-19,2025-09-18,1440.64,123.15,6,Monthly,Rent,Male,03-Aug-1992,Married,3,Education,14,737.07,2,None,EcoCash,Mashonaland_Central KNF0091,1,2025-09-12,2025-09-24,2025-10-25,2027-09-14,8871.82,104.41,24,Monthly,Stock_Purchase,Female,04-Jan-1972,Married,7,Telecom,44,791.19,3,Guarantor,Cash,Manicaland GCU0368,4,2025-05-24,2025-06-02,2025-07-02,2028-05-17,9444.79,14.09,36,Monthly,Vehicle,Male,21-Jun-1992,Married,4,Transport,38,618.68,1,Vehicle,Cash,Mashonaland_West ZNJ5257,0,2025-08-09,2025-08-10,2025-09-16,2026-08-05,2229.35,14.43,12,Monthly,Livestock,Male,25-Nov-1984,Married,4,Informal_Sector,33,582.0,1,None,Bank_Transfer,Harare TRR7591,3,2025-06-04,2025-06-07,2025-07-04,2026-11-29,535.9,14.77,18,Monthly,Debt_Consolidation,Male,11-Mar-1992,Single,3,Informal_Sector,14,155.91,3,Savings,Cash,Matabeleland_North AQC3776,0,2025-06-17,2025-06-18,2025-07-28,2026-06-13,1058.63,137.53,12,Monthly,Vehicle,Female,20-Dec-1995,Widowed,3,Agriculture,56,504.73,0,Vehicle,EcoCash,Mashonaland_East BDK1364,1,2025-09-12,2025-09-26,2025-10-28,2026-03-25,780.98,108.08,6,Monthly,Equipment,Male,18-Aug-1994,Married,2,Informal_Sector,9,77.17,2,None,InnBucks,Mashonaland_West XDY3049,0,2025-04-19,2025-04-23,2025-06-02,2025-07-22,1409.84,128.89,3,Monthly,Funeral,Male,18-Dec-1979,Married,0,Education,75,358.99,3,Vehicle,Bank_Transfer,Mashonaland_West QLQ5347,2,2025-04-08,2025-04-13,2025-05-18,2026-04-08,1974.99,135.64,12,Monthly,Farming_Inputs,Female,11-Apr-2002,Single,2,Informal_Sector,23,447.47,5,Property,Bank_Transfer,Mashonaland_West KLG3169,0,2025-05-22,2025-06-04,2025-07-12,2025-12-01,2556.47,129.08,6,Monthly,Wedding,Male,19-Apr-1988,Married,6,Retail_Trade,111,307.77,3,,EcoCash,Mashonaland_East RVT7833,3,2025-05-16,2025-06-04,2025-07-07,2027-05-25,1248.58,18.23,24,Monthly,Medical,Female,16-Oct-1968,Widowed,1,Retail_Trade,87,349.94,0,None,OneMoney,Midlands JMF6722,0,2025-03-30,2025-04-02,2025-05-04,2026-03-28,13247.58,17.34,12,Bi-Weekly,School_Fees,Female,25-Jul-2007,Single,1,NGO,,,3,Property,Bank_Transfer,Masvingo LHH9992,1,2025-03-31,2025-04-15,2025-05-17,2025-10-12,6544.29,104.13,6,Monthly,Equipment,Female,13-Oct-1995,Married,1,Informal_Sector,24,638.4,3,None,Cash,Mashonaland_East NXQ6998,0,2025-03-20,2025-04-07,2025-05-07,2026-04-02,5210.44,18.08,12,Monthly,,Male,14-Oct-1997,Divorced,5,Retail_Trade,63,961.19,0,Property,InnBucks,Matabeleland_North TGY4950,0,2024-12-19,2025-01-08,2025-02-17,2026-01-03,3325.66,16.25,12,Monthly,Business_Expansion,Male,18-Apr-1994,Widowed,3,Agriculture,49,409.78,0,Guarantor,Bank_Transfer,Harare HFI0890,4,2025-12-30,2026-01-12,2026-02-20,2029-12-22,1351.16,15.96,48,Monthly,Vehicle,Female,10-Nov-1979,Married,5,Informal_Sector,10,82.01,1,Savings,Bank_Transfer,Midlands DJQ2888,1,2025-11-02,2025-11-17,2025-12-13,2026-05-16,7317.36,16.82,6,Monthly,Stock_Purchase,Female,17-Jun-1971,Widowed,5,Agriculture,114,418.28,6,Guarantor,EcoCash,Mashonaland_East KJP8382,0,2025-09-01,2025-09-17,2025-10-27,2026-03-16,2684.32,141.94,6,Weekly,Business_Expansion,Male,17-Jan-2007,Single,2,Retail_Trade,9,674.25,1,Guarantor,Bank_Transfer,Harare ZRS5857,0,2025-10-11,2025-10-31,2025-12-14,2026-10-26,1618.25,118.02,12,Monthly,School_Fees,Female,10-Dec-1961,Married,3,Education,44,508.06,1,Savings,Cash,Matabeleland_South QWK4295,2,2025-04-30,2025-05-16,2025-06-14,2026-02-10,3728.1,16.17,9,Monthly,Farming_Inputs,Female,15-May-1965,Widowed,7,Informal_Sector,36,452.91,3,,OneMoney,Mashonaland_Central GIR9283,0,2025-09-01,2025-09-20,2025-10-20,2026-09-15,1598.36,16.88,12,Bi-Weekly,Vehicle,Male,27-Aug-1979,Widowed,5,Informal_Sector,16,262.05,1,Guarantor,Bank_Transfer,Harare OTO3264,0,2025-01-03,2025-01-06,2025-02-16,2026-01-01,2113.06,103.73,12,Monthly,Farming_Inputs,Male,02-Jan-1986,Married,2,Informal_Sector,34,438.36,3,None,Cash,Manicaland RIF4368,1,2026-01-01,2026-01-04,2026-02-13,2027-06-28,3038.62,15.39,18,Monthly,Business_Expansion,Female,25-May-1992,Divorced,2,Retail_Trade,91,519.66,6,Livestock,Cash,Mashonaland_Central NOD6688,1,2025-10-19,2025-11-04,2025-12-14,2027-04-28,4649.51,16.37,18,Bi-Weekly,Business_Expansion,Female,15-Mar-1971,Married,,Government,40,554.78,2,None,EcoCash,Manicaland WFI8419,0,2025-06-07,2025-06-08,2025-07-17,2025-12-05,729.61,15.89,6,Monthly,Home_Improvement,Male,19-Mar-2002,Single,1,Manufacturing,34,574.74,1,Guarantor,Cash,Matabeleland_South PDG4790,1,2025-06-18,2025-07-06,2025-08-12,2027-06-26,5951.54,86.11,24,Bi-Weekly,Equipment,Female,05-Aug-1991,Divorced,,Retail_Trade,151,301.8,0,None,EcoCash,Mashonaland_East LHX4004,3,2025-03-11,2025-03-21,2025-04-24,2026-03-16,5660.9,12.79,12,Monthly,Rent,Male,24-Feb-1982,Divorced,6,Finance,146,1781.57,1,None,Cash,Masvingo KWB6083,3,2025-11-23,2025-12-13,2026-01-12,2026-06-11,3729.78,12.11,6,Monthly,Medical,Male,02-Feb-1983,Married,5,Telecom,56,905.34,5,Guarantor,InnBucks,Harare STT4648,2,2025-05-31,2025-06-07,2025-07-12,2025-12-04,2889.41,83.67,6,Monthly,Equipment,Male,23-Jan-2004,Single,0,Retail_Trade,19,291.38,3,None,EcoCash,Mashonaland_West CQI0027,5,2025-08-28,2025-08-31,2025-09-25,2025-10-30,911.54,175.7,2,Monthly,Rent,Female,04-Aug-2005,Single,0,Retail_Trade,21,467.18,2,Vehicle,Cash,Masvingo VBL3943,2,2025-06-27,2025-07-02,2025-08-03,2026-12-24,409.24,12.44,18,Bi-Weekly,Livestock,Female,07-May-1974,Divorced,4,Informal_Sector,,68.4,1,Livestock,EcoCash,Harare VEI0635,0,2025-04-06,2025-04-25,2025-05-20,2025-07-24,3068.85,123.85,3,Monthly,Debt_Consolidation,Female,26-Oct-1994,Divorced,2,Mining,121,635.19,2,Guarantor,InnBucks,Harare SGZ0280,2,2025-01-26,2025-02-07,2025-03-19,2025-11-04,4059.91,93.58,9,Monthly,Farming_Inputs,Male,31-May-1982,Divorced,5,Manufacturing,58,350.86,0,Livestock,EcoCash,Harare PCJ9550,0,2025-04-21,2025-05-05,2025-06-05,2025-08-03,1894.7,132.56,3,Monthly,Personal,Male,05-Feb-1996,Married,1,Construction,13,387.76,1,Guarantor,InnBucks,Mashonaland_West KBK0047,2,2025-01-31,2025-02-06,2025-03-23,2026-02-01,6463.87,11.27,12,Monthly,Working_Capital,Male,08-May-1962,Married,7,Mining,66,798.58,0,Livestock,Bank_Transfer,Matabeleland_South GWR5964,0,2025-02-14,2025-03-02,2025-04-03,2026-02-25,4433.94,121.36,12,Weekly,Stock_Purchase,Female,18-Feb-2006,Single,0,NGO,4,871.98,1,None,EcoCash,Mashonaland_West VKQ5613,5,2025-08-10,2025-08-26,2025-10-05,2025-10-25,582.43,130.48,2,Weekly,Funeral,Female,07-Sep-1978,Married,2,Transport,47,445.95,0,Vehicle,EcoCash,Midlands KKR6240,0,2025-04-16,2025-04-23,2025-05-20,2026-04-18,2786.14,16.77,12,Monthly,Debt_Consolidation,Male,14-Nov-1996,Single,,Education,79,540.09,1,Guarantor,Cash,Mashonaland_West SLF2772,0,2025-01-19,2025-02-08,2025-03-07,2025-08-07,2175.17,126.69,6,Monthly,Rent,Female,14-Oct-1991,Married,3,Government,57,434.26,4,None,Cash,Manicaland LTV5899,5,2025-08-16,2025-08-29,2025-09-23,2025-10-28,415.72,121.36,2,Weekly,Funeral,Male,04-Aug-1973,Divorced,3,Manufacturing,,335.11,3,None,Bank_Transfer,Harare EKG3566,0,2025-08-14,2025-08-15,2025-09-12,2026-02-11,2017.71,112.82,6,Monthly,Farming_Inputs,Male,28-Dec-1965,Widowed,,,32,523.59,0,None,Bank_Transfer,Bulawayo ACK7993,1,2025-02-17,2025-02-28,2025-03-28,2026-02-23,3309.07,15.76,12,Monthly,Business_Expansion,Female,04-Oct-1970,Single,5,Manufacturing,74,234.41,5,None,InnBucks,Mashonaland_West YPZ4897,4,2025-12-19,2025-12-20,2026-01-24,2028-12-04,11007.31,82.41,36,Monthly,Home_Improvement,Female,06-Apr-2004,,0,Informal_Sector,14,357.67,4,Vehicle,InnBucks,Matabeleland_South SUD7001,0,2025-07-07,2025-07-13,2025-08-10,2027-01-04,3017.24,18.05,18,Monthly,Working_Capital,Male,19-Aug-1982,Single,6,Retail_Trade,16,675.21,0,None,EcoCash,Midlands VEL3281,3,2025-05-06,2025-05-14,2025-06-27,2026-11-05,317.12,11.67,18,Monthly,Personal,Male,28-Oct-2001,Single,0,Informal_Sector,,143.15,1,Guarantor,Bank_Transfer,Mashonaland_East ZGJ2684,3,2025-03-30,2025-04-20,2025-05-26,2027-04-10,483.87,19.06,24,Monthly,Rent,Female,13-Oct-1992,Divorced,1,Informal_Sector,32,121.55,0,None,EcoCash,Mashonaland_West MBU1497,4,2025-10-14,2025-10-24,2025-11-28,2029-10-03,10632.58,17.36,48,Monthly,Equipment,Female,08-Feb-1990,Single,,Education,58,756.87,1,Guarantor,EcoCash,Mashonaland_West AAD2883,2,2025-07-12,2025-07-25,2025-09-01,2027-01-16,3224.89,115.42,18,Monthly,Farming_Inputs,Male,25-Dec-2005,Single,1,Retail_Trade,6,338.37,0,None,EcoCash,Harare RMG3845,0,2025-01-08,2025-01-14,2025-02-25,2027-01-04,1977.76,13.62,24,Bi-Weekly,Livestock,Male,12-Jul-1990,Single,4,Retail_Trade,68,450.17,2,None,Bank_Transfer,Harare RPO5835,3,2025-11-08,2025-11-29,2026-01-11,2026-11-24,3141.2,17.51,12,Weekly,,Male,06-Sep-1973,Widowed,5,Construction,48,583.76,2,Guarantor,EcoCash,Harare QVB0036,2,2025-03-20,2025-03-23,2025-05-05,2025-12-18,6766.87,117.61,9,Monthly,Working_Capital,Female,23-Dec-1991,Single,3,NGO,83,,0,None,EcoCash,Bulawayo SEL8588,0,2025-02-02,2025-02-12,2025-03-16,2026-02-07,952.1,98.58,12,Monthly,Stock_Purchase,Female,04-Mar-1981,Married,8,Informal_Sector,43,387.08,2,Property,EcoCash,Manicaland VND3841,2,2025-12-13,2025-12-31,2026-02-01,2026-06-29,1099.54,78.15,6,Monthly,Equipment,Female,22-Oct-1994,Married,5,Informal_Sector,14,280.06,1,Savings,InnBucks,Harare EFO4204,1,2026-02-06,2026-02-19,2026-03-16,2027-08-13,5519.41,11.37,18,Monthly,Stock_Purchase,Female,29-Jul-1996,Married,,Retail_Trade,81,918.15,3,Property,Cash,Mashonaland_West PXR2287,2,2025-10-06,2025-10-21,2025-12-02,2026-10-16,11048.11,,12,Monthly,Livestock,Female,15-Oct-2003,Single,0,Telecom,18,2047.21,1,Livestock,Bank_Transfer,Mashonaland_West RIR0031,0,2025-08-29,2025-09-19,2025-10-28,2026-03-18,3730.15,17.37,6,Monthly,Farming_Inputs,Male,07-Mar-2006,Single,2,,20,709.88,0,Livestock,Bank_Transfer,Manicaland TDB3761,5,2025-01-09,2025-01-16,2025-02-10,2025-02-15,817.13,153.1,1,Monthly,Funeral,Female,12-Nov-1982,Married,3,Retail_Trade,131,695.48,1,,Bank_Transfer,Bulawayo MBI8114,1,2025-09-05,2025-09-24,2025-10-25,2027-03-18,13515.37,90.78,18,Bi-Weekly,Business_Expansion,Male,24-Mar-2001,Divorced,2,Finance,8,1156.1,2,Vehicle,EcoCash,Mashonaland_West HVJ0153,2,2025-08-25,2025-09-03,2025-10-07,2026-05-31,2002.98,76.87,9,Monthly,,Female,11-Dec-1995,Married,4,Government,63,382.82,0,None,EcoCash,Harare ZKR1383,0,2024-12-25,2025-01-12,2025-02-12,2026-01-07,6177.13,117.23,12,Bi-Weekly,Stock_Purchase,Male,15-Sep-1961,Married,2,Retail_Trade,41,1041.0,0,None,EcoCash,Manicaland YEF3573,1,2025-04-15,2025-05-01,2025-06-13,2025-10-28,7879.16,13.5,6,Monthly,Stock_Purchase,Female,10-Feb-1996,Married,5,Retail_Trade,57,347.44,2,Property,OneMoney,Harare KEI0652,3,2025-03-07,2025-03-09,2025-04-06,2027-02-27,1703.28,13.13,24,Monthly,Rent,Male,28-Apr-1963,Married,1,Informal_Sector,11,418.73,6,None,EcoCash,Midlands AIZ0672,1,2025-01-07,2025-01-16,2025-02-14,2026-07-10,1580.17,103.43,18,Monthly,Equipment,Female,23-Dec-1986,Single,3,Informal_Sector,,108.06,1,Guarantor,Cash,Harare CXX4478,0,2026-02-19,2026-02-27,2026-04-01,2027-02-22,3675.8,138.04,12,Monthly,Farming_Inputs,Female,09-Dec-1996,Married,1,Healthcare,16,580.25,6,None,Bank_Transfer,Harare PDQ3506,1,2025-11-15,2025-11-27,2025-12-27,2027-05-21,3032.9,102.31,18,Monthly,Business_Expansion,Male,23-Jun-1986,Married,5,Government,44,526.3,2,Livestock,EcoCash,Harare HWS3142,4,2026-02-18,2026-02-22,2026-03-28,2028-02-12,3760.62,18.14,24,Monthly,Equipment,Male,29-Apr-2000,Married,2,Informal_Sector,39,211.08,0,Guarantor,Bank_Transfer,Midlands LIK1297,2,2025-03-04,2025-03-20,2025-05-03,2026-09-11,9054.64,132.21,18,Monthly,Livestock,Male,01-Nov-1957,Married,,Finance,59,1247.12,2,Savings,EcoCash,Manicaland JEK4889,2,2025-01-10,2025-01-27,2025-03-12,2027-01-17,8627.24,102.72,24,Monthly,Working_Capital,Male,04-Nov-1972,Married,,Government,86,961.69,5,Livestock,EcoCash,Mashonaland_East BYO6149,0,2025-09-09,2025-09-25,2025-10-23,2026-03-24,2939.72,13.07,6,Monthly,Medical,Female,17-Oct-1988,Married,1,Manufacturing,36,,3,None,Cash,Masvingo FJZ2480,4,2025-01-08,2025-01-21,2025-03-03,2028-01-06,15868.65,19.83,36,Weekly,Home_Improvement,Male,10-Nov-1995,Married,4,Government,78,823.73,1,Savings,EcoCash,Harare RTM6715,5,2026-01-23,2026-02-02,2026-03-17,2026-05-03,883.67,166.83,3,Bi-Weekly,Personal,Male,28-Nov-1991,Single,2,Education,38,415.86,0,Savings,EcoCash,Midlands MUN8863,4,2025-10-10,2025-10-19,2025-11-25,2027-10-09,9192.02,14.77,24,Monthly,Vehicle,Female,24-Dec-1983,Divorced,0,Retail_Trade,82,630.88,0,Vehicle,OneMoney,Matabeleland_South VGK9172,4,2025-06-08,2025-06-12,2025-07-07,2027-06-02,9093.18,79.65,24,Bi-Weekly,Equipment,Male,22-Jun-1970,Single,5,Healthcare,49,570.8,0,Vehicle,EcoCash,Mashonaland_West LHA2788,4,2025-04-15,2025-04-26,2025-05-28,2026-10-18,16207.3,14.83,18,Monthly,Home_Improvement,Female,07-Dec-1982,Single,5,Retail_Trade,151,1041.93,2,Livestock,EcoCash,Harare MID4291,4,2025-02-20,2025-03-08,2025-04-15,2027-02-26,8938.61,15.53,24,Bi-Weekly,Equipment,Female,30-Jun-2005,Single,0,Telecom,17,1050.2,2,Property,Cash,Mashonaland_West YCK5781,1,2025-04-11,2025-04-15,2025-05-10,2025-10-12,15776.57,123.37,6,Bi-Weekly,Equipment,Female,01-Jul-1967,Widowed,2,,33,806.92,0,Vehicle,EcoCash,Midlands KLV7473,1,2025-12-21,2025-12-22,2026-02-05,2026-12-17,3698.86,100.7,12,Weekly,Equipment,Female,02-Sep-2004,Single,2,Informal_Sector,3,314.32,3,Guarantor,Cash,Midlands QIL9125,0,2025-07-22,2025-08-01,2025-09-03,2027-07-22,2729.82,16.71,24,Monthly,Equipment,Female,08-Jan-1971,Married,1,Education,116,438.8,4,None,EcoCash,Mashonaland_Central JMG2326,3,2025-06-14,2025-06-24,2025-07-28,2026-12-16,4249.84,13.23,18,Monthly,Rent,Male,23-Aug-1977,Married,2,,,1176.85,0,None,Cash,Mashonaland_Central CCL8625,2,2025-05-16,2025-05-29,2025-06-23,2025-11-25,937.78,14.09,6,Monthly,Farming_Inputs,Female,04-Dec-1963,Married,5,Manufacturing,83,206.72,0,None,EcoCash,Bulawayo RJL8493,1,2025-01-11,2025-01-19,2025-02-19,2026-01-14,3443.64,14.35,12,Monthly,Business_Expansion,Female,22-Aug-1987,Married,,Agriculture,45,221.46,3,Property,EcoCash,Mashonaland_West ONI5068,1,2025-01-25,2025-02-02,2025-02-28,2026-01-28,2701.23,11.14,12,Monthly,Business_Expansion,Male,29-Dec-1983,Married,3,Agriculture,19,133.84,0,None,OneMoney,Mashonaland_West JPQ4370,1,2025-12-26,2026-01-16,2026-02-10,2027-01-11,9336.77,12.76,12,Weekly,Working_Capital,Female,01-Feb-1974,Married,1,,69,512.12,0,Guarantor,InnBucks,Bulawayo GMB3883,2,2025-06-30,2025-07-16,2025-08-28,2026-07-11,3055.85,10.85,12,Monthly,Farming_Inputs,Male,12-Oct-1964,Married,5,Retail_Trade,58,448.38,1,Livestock,Cash,Masvingo XNS8441,2,2025-12-18,2026-01-01,2026-01-28,2027-06-25,630.98,93.41,18,Monthly,Working_Capital,Male,24-Feb-1972,Married,1,Agriculture,48,101.44,2,Livestock,EcoCash,Harare WSK2123,0,2025-05-30,2025-06-10,2025-07-22,2026-06-05,999.79,16.95,12,Monthly,School_Fees,Male,11-Dec-1995,Married,2,Retail_Trade,37,391.09,1,None,Bank_Transfer,Matabeleland_South XUR0775,0,2025-08-23,2025-09-03,2025-10-10,2026-08-29,1344.26,15.45,12,Weekly,Medical,Female,18-Oct-1959,Divorced,4,Government,52,555.31,3,Vehicle,Cash,Manicaland MGS1115,3,2025-10-19,2025-10-29,2025-12-01,2027-04-22,1839.98,16.2,18,Monthly,School_Fees,Male,18-Apr-1970,Single,5,Mining,51,573.27,1,None,Bank_Transfer,Harare WKK0836,1,2024-12-30,2025-01-14,2025-02-12,2026-01-09,22428.39,106.45,12,Monthly,Business_Expansion,Male,06-Jan-2003,Single,0,Telecom,18,1212.91,2,Livestock,Cash,Manicaland VVP6146,0,2025-02-11,2025-03-01,2025-04-07,2026-02-24,4067.65,115.83,12,Weekly,Farming_Inputs,Female,18-Jul-2003,Single,,,,466.84,0,Guarantor,OneMoney,Harare PRC9059,4,2025-07-22,2025-07-24,2025-09-02,2027-01-15,9576.86,15.4,18,Monthly,Equipment,Female,10-Jul-1983,Married,1,Transport,49,522.46,1,None,Bank_Transfer,Harare PIW5229,1,2025-06-10,2025-06-29,2025-07-28,2025-12-26,4857.4,92.04,6,Monthly,Business_Expansion,Male,26-Apr-1980,Married,3,Education,22,360.38,0,None,InnBucks,Bulawayo XLN7604,1,2025-09-25,2025-10-01,2025-11-01,2027-09-21,2120.32,14.0,24,Monthly,Stock_Purchase,Female,26-Jan-1981,Single,6,Agriculture,67,267.66,1,Property,Cash,Manicaland IBW8943,1,2025-01-06,2025-01-26,2025-03-05,2026-01-21,1725.28,116.92,12,Monthly,Working_Capital,Male,11-Nov-1997,Married,4,Agriculture,14,83.25,1,None,Cash,Midlands NYY1117,2,2025-09-07,2025-09-27,2025-10-24,2027-09-17,10435.59,96.3,24,Monthly,Equipment,Female,05-Apr-1995,Single,0,Finance,97,1533.16,1,,Bank_Transfer,Midlands CPN4737,1,2025-07-23,2025-08-07,2025-09-09,2026-08-02,10058.88,133.78,12,Bi-Weekly,Stock_Purchase,Female,09-Mar-1992,Married,0,Retail_Trade,69,439.67,1,Vehicle,OneMoney,Midlands RKL6112,4,2025-03-24,2025-04-04,2025-05-15,2029-03-14,3718.01,,48,Monthly,Home_Improvement,Male,06-Feb-1985,Married,5,Informal_Sector,39,232.94,2,Savings,Bank_Transfer,Mashonaland_East JPW0197,1,2025-01-03,2025-01-07,2025-02-08,2025-07-06,5203.93,14.67,6,Bi-Weekly,Business_Expansion,Female,10-Apr-1996,Married,1,Retail_Trade,80,791.21,0,Vehicle,Bank_Transfer,Harare KVR8225,0,2025-09-10,2025-09-24,2025-11-01,2026-03-23,1215.49,16.2,6,Monthly,School_Fees,Male,20-Jul-1991,Married,3,Agriculture,70,231.46,2,Savings,Cash,Manicaland XAH2559,1,2025-04-17,2025-04-22,2025-05-27,2026-10-14,5225.71,115.46,18,Monthly,,Male,27-Apr-1981,Divorced,1,Healthcare,31,471.67,0,None,EcoCash,Midlands HAT9042,0,2025-05-18,2025-05-19,2025-06-20,2027-05-09,513.63,135.95,24,Bi-Weekly,Medical,Female,28-Jan-1990,Single,3,Agriculture,88,154.4,0,Vehicle,EcoCash,Mashonaland_Central OTL7926,3,2026-01-07,2026-01-15,2026-02-14,2028-01-05,1062.87,16.9,24,Weekly,Debt_Consolidation,Male,30-Oct-1957,Married,5,Retail_Trade,,428.1,1,Guarantor,Cash,Mashonaland_East RGB6079,1,2025-06-23,2025-06-24,2025-07-25,2026-12-16,10291.77,103.11,18,Bi-Weekly,Business_Expansion,Male,17-Aug-1995,Married,2,Transport,105,845.16,1,Property,EcoCash,Matabeleland_South XNQ6646,0,2025-01-13,2025-01-16,2025-02-15,2025-04-16,1821.27,130.87,3,Monthly,Wedding,Male,15-Mar-1994,Married,2,,30,373.06,1,Guarantor,OneMoney,Bulawayo DCQ4942,2,2025-04-06,2025-04-13,2025-05-17,2026-04-08,597.38,12.65,12,Bi-Weekly,Equipment,Female,04-Nov-1996,Married,4,Agriculture,9,74.22,3,Livestock,Cash,Midlands VUH5569,2,2025-06-12,2025-06-28,2025-07-25,2026-12-20,1510.34,103.11,18,Monthly,Equipment,Male,14-Dec-2006,Single,2,Retail_Trade,6,350.05,5,Property,EcoCash,Mashonaland_Central DQW9614,3,2025-02-05,2025-02-10,2025-03-25,2026-02-05,1255.57,107.84,12,Weekly,School_Fees,Male,18-Sep-2004,Married,1,Informal_Sector,16,436.31,0,Livestock,EcoCash,Bulawayo LFA5298,1,2025-09-26,2025-09-27,2025-11-07,2026-09-22,2738.2,15.0,12,Monthly,Working_Capital,Female,13-May-1966,Divorced,1,Retail_Trade,40,164.19,3,Property,Cash,Manicaland KUE8098,2,2025-07-01,2025-07-03,2025-07-28,2027-06-23,3185.09,118.43,24,Monthly,Equipment,Male,27-Jul-1976,Widowed,7,Manufacturing,63,380.57,1,,OneMoney,Mashonaland_West WNQ4841,2,2026-01-12,2026-01-18,2026-02-15,2028-01-08,4300.41,119.7,24,Monthly,Working_Capital,Female,26-Feb-1968,Married,5,Healthcare,118,743.25,0,Property,InnBucks,Harare RRH4963,1,2025-02-06,2025-02-16,2025-03-28,2026-02-11,2910.67,125.76,12,Monthly,Working_Capital,Male,22-Jun-1971,Widowed,2,Agriculture,42,208.69,8,,EcoCash,Manicaland XTN9896,1,2025-08-19,2025-08-21,2025-09-23,2026-08-16,7824.54,10.41,12,Monthly,Working_Capital,Male,14-Sep-1983,Married,,Manufacturing,89,281.83,4,Vehicle,Cash,Matabeleland_North YOU8712,1,2026-01-24,2026-02-07,2026-03-10,2029-01-22,3844.82,14.6,36,Monthly,Working_Capital,Male,03-Jan-2001,Married,1,Education,16,520.36,4,None,Bank_Transfer,Harare QNO1150,1,2025-10-07,2025-10-08,2025-11-22,2027-09-28,8850.41,16.02,24,Monthly,Business_Expansion,Male,25-Jul-1971,Married,8,,70,,3,Vehicle,Cash,Harare BHL4463,2,2025-02-09,2025-02-10,2025-03-14,2026-02-05,1305.27,11.7,12,Monthly,Farming_Inputs,Male,14-Nov-1998,Married,4,Manufacturing,15,149.0,5,Guarantor,EcoCash,Mashonaland_West AZV1070,4,2025-07-12,2025-07-24,2025-08-19,2027-07-14,16590.69,108.18,24,Monthly,Vehicle,Female,08-Aug-1990,Married,5,Manufacturing,56,,0,Vehicle,OneMoney,Mashonaland_West CDX5736,3,2025-04-08,2025-04-16,2025-05-26,2026-10-08,1427.13,18.98,18,Monthly,Debt_Consolidation,Female,05-Apr-1984,Divorced,3,Retail_Trade,60,368.38,2,None,Cash,Mashonaland_West KZL1871,2,2025-05-16,2025-05-30,2025-07-02,2026-05-25,2611.05,105.33,12,Monthly,Livestock,Male,05-Aug-1972,Married,5,Agriculture,67,399.91,2,None,Bank_Transfer,Matabeleland_North WIN6633,3,2025-11-26,2025-12-04,2026-01-05,2026-11-29,716.29,77.85,12,Monthly,Personal,Male,05-Jul-1969,Married,2,Informal_Sector,13,241.99,1,None,InnBucks,Mashonaland_East KFX7900,2,2026-02-24,2026-02-27,2026-03-28,2027-08-21,1513.36,76.56,18,Bi-Weekly,Working_Capital,Female,19-Nov-1990,Single,4,,139,199.19,1,Livestock,Cash,Matabeleland_South MOB0956,3,2025-12-30,2026-01-14,2026-02-08,2026-07-13,1032.27,12.62,6,Monthly,School_Fees,Female,28-Dec-1970,Married,5,Informal_Sector,44,482.05,6,Guarantor,Bank_Transfer,Midlands NOF9696,2,2026-01-16,2026-01-22,2026-02-24,2026-07-21,16919.04,84.62,6,Monthly,Livestock,Male,07-Oct-1996,Married,3,Telecom,43,2049.0,3,Livestock,Cash,Manicaland VKN4884,4,2025-11-29,2025-12-10,2026-01-16,2028-11-24,1795.84,16.46,36,Monthly,Home_Improvement,Male,18-Dec-1989,Married,3,Agriculture,67,128.85,1,Vehicle,EcoCash,Manicaland GZJ3947,3,2025-06-03,2025-06-21,2025-07-22,2027-06-11,432.26,17.68,24,Monthly,Rent,Female,31-Oct-1960,Widowed,4,Informal_Sector,24,,3,None,OneMoney,Midlands ZQB3405,5,2026-01-09,2026-01-12,2026-02-19,2026-07-11,1176.6,177.92,6,Weekly,Rent,Male,31-Jan-1997,Married,1,Telecom,88,672.73,2,Property,OneMoney,Bulawayo NKN4451,5,2025-08-09,2025-08-17,2025-09-11,2025-10-16,854.23,170.44,2,Bi-Weekly,Rent,Male,30-Sep-1996,Married,2,Informal_Sector,5,,1,Vehicle,Bank_Transfer,Masvingo IRN8112,0,2025-10-28,2025-11-11,2025-12-16,2027-05-05,5629.5,75.36,18,Monthly,Stock_Purchase,Male,30-Dec-1989,Divorced,2,NGO,46,,2,Guarantor,OneMoney,Mashonaland_East FWE5356,1,2026-01-13,2026-01-31,2026-03-13,2027-01-26,43433.26,113.92,12,Monthly,Equipment,Female,28-Oct-1989,Single,2,Telecom,110,2545.06,2,Vehicle,EcoCash,Bulawayo MJZ7503,1,2025-08-23,2025-09-04,2025-09-28,2027-08-25,960.64,14.28,24,Monthly,Working_Capital,Male,13-Dec-1969,Widowed,0,Informal_Sector,7,152.02,1,None,OneMoney,Manicaland OCP4395,1,2025-05-14,2025-05-16,2025-06-14,2027-05-06,3828.95,97.73,24,Monthly,Equipment,Male,13-Mar-1994,Married,2,Informal_Sector,37,314.07,3,Savings,EcoCash,Midlands CDU5606,4,2025-05-05,2025-05-10,2025-06-23,2029-04-19,7439.51,17.59,48,Monthly,Vehicle,Male,21-Sep-1993,Widowed,1,Informal_Sector,,435.37,2,Property,InnBucks,Harare WZN6022,1,2025-02-21,2025-02-28,2025-04-06,2026-02-23,8354.66,15.65,12,Monthly,Business_Expansion,Female,02-Jan-1997,Married,4,Healthcare,29,522.67,1,Guarantor,OneMoney,Mashonaland_Central WNF3197,2,2025-10-27,2025-11-01,2025-12-16,2027-10-22,12328.73,12.99,24,Monthly,Equipment,Male,12-Feb-1967,Married,3,Finance,39,978.6,3,Guarantor,Bank_Transfer,Mashonaland_Central GLO3781,0,2025-09-15,2025-09-25,2025-10-28,2026-03-24,1854.38,14.74,6,Monthly,Medical,Female,01-Mar-1975,Married,7,Education,44,482.36,3,Guarantor,Cash,Harare UXD5028,3,2025-07-22,2025-08-04,2025-09-08,2026-07-30,5550.97,12.04,12,Monthly,Personal,Male,17-Jul-1993,Married,3,Government,136,1013.8,3,Property,Cash,Masvingo AYM9437,0,2025-03-15,2025-03-18,2025-04-24,2026-03-13,2121.55,144.31,12,Monthly,Debt_Consolidation,Male,03-Feb-1997,Married,5,Transport,59,562.87,0,Guarantor,InnBucks,Midlands FWG2787,4,2025-04-20,2025-05-02,2025-06-06,2028-04-16,9321.49,15.61,36,Monthly,Vehicle,Female,23-Dec-1969,Divorced,3,,102,791.28,0,Property,EcoCash,Manicaland TUS9307,0,2025-01-30,2025-02-17,2025-03-28,2026-08-11,726.87,120.52,18,Bi-Weekly,Home_Improvement,Male,18-Jan-1994,Single,2,Retail_Trade,41,,0,None,Bank_Transfer,Midlands WUL2593,5,2025-04-26,2025-05-11,2025-06-19,2025-08-09,1255.03,191.34,3,Monthly,Medical,Male,21-Jun-1973,Single,6,Retail_Trade,72,785.71,1,Guarantor,Cash,Mashonaland_Central EGT7010,1,2025-03-12,2025-03-13,2025-04-08,2025-09-09,13378.8,130.1,6,Monthly,Stock_Purchase,Male,11-Apr-1983,Married,3,Mining,130,,2,None,Cash,Matabeleland_South IUW8494,0,2025-03-26,2025-04-01,2025-05-03,2026-03-27,3229.62,101.64,12,Monthly,Home_Improvement,Male,13-Feb-1997,Married,3,Mining,83,599.1,0,Guarantor,EcoCash,Harare MRO5204,1,2025-10-20,2025-11-07,2025-12-02,2026-11-02,3028.72,16.57,12,Monthly,Equipment,Male,16-Jan-1981,Married,0,Agriculture,71,245.96,1,Guarantor,Bank_Transfer,Harare IWR1856,2,2025-11-30,2025-12-04,2026-01-17,2026-11-29,2362.64,118.83,12,Monthly,Farming_Inputs,Male,04-Mar-1961,Divorced,3,Transport,85,742.12,2,Property,EcoCash,Midlands YYX2774,3,2025-12-29,2025-12-30,2026-01-25,2026-06-28,3918.36,14.82,6,Monthly,Rent,Male,08-May-1971,Married,5,Manufacturing,107,,0,Guarantor,Bank_Transfer,Mashonaland_East YEZ3269,0,2026-01-17,2026-02-02,2026-03-15,2026-08-01,3540.12,118.2,6,Monthly,Home_Improvement,Female,06-Oct-2004,Single,1,Retail_Trade,13,606.02,2,Vehicle,Bank_Transfer,Harare YME8681,2,2025-05-26,2025-06-05,2025-07-20,2026-03-02,2626.53,14.19,9,Monthly,Farming_Inputs,Male,08-May-1974,Married,3,Government,87,482.69,0,Livestock,,Masvingo NGQ6258,4,2024-12-28,2025-01-10,2025-02-21,2028-12-20,18786.81,19.16,48,Monthly,Equipment,Female,03-Oct-1957,Married,4,Government,81,,0,Guarantor,Bank_Transfer,Mashonaland_East EXF5432,5,2025-04-13,2025-04-28,2025-06-06,2025-07-27,557.72,149.02,3,Weekly,Funeral,Female,11-Nov-1983,Married,3,Retail_Trade,37,263.41,0,None,Bank_Transfer,Masvingo XTL1593,2,2025-02-01,2025-02-18,2025-03-19,2026-02-13,5957.55,71.84,12,Monthly,Working_Capital,Female,29-Jul-1984,Divorced,1,Finance,54,747.64,4,Vehicle,Cash,Bulawayo AQA5089,3,2026-01-24,2026-01-27,2026-02-24,2027-07-21,1960.8,15.54,18,Monthly,Debt_Consolidation,Male,24-Apr-2002,Single,0,Manufacturing,,390.58,0,Guarantor,EcoCash,Masvingo MVS2339,0,2025-07-25,2025-08-15,2025-09-21,2026-02-11,1876.2,111.41,6,Monthly,Working_Capital,Male,24-Dec-1997,Married,0,Retail_Trade,47,275.19,0,None,OneMoney,Matabeleland_North CWV2589,1,2026-01-04,2026-01-05,2026-02-08,2026-12-31,992.21,12.39,12,Monthly,Equipment,Male,22-Feb-1987,Divorced,0,Informal_Sector,38,107.15,2,Vehicle,InnBucks,Harare NBO1176,2,2025-10-30,2025-11-16,2025-12-22,2027-05-10,3586.71,103.62,18,Monthly,Working_Capital,Male,02-Dec-1985,Married,8,Agriculture,55,,0,Livestock,EcoCash,Harare KMN5510,0,2025-07-24,2025-08-13,2025-09-13,2027-08-03,2583.26,118.81,24,Monthly,Working_Capital,Male,24-Jul-1976,Widowed,4,Retail_Trade,80,294.07,6,None,OneMoney,Harare UMU2928,3,2025-01-14,2025-01-19,2025-02-21,2026-07-13,1305.41,104.58,18,Monthly,Personal,Male,21-Apr-1992,Single,2,Agriculture,150,380.38,0,None,EcoCash,Matabeleland_North LMH1320,0,2025-11-22,2025-12-11,2026-01-23,2027-06-04,5498.36,99.75,18,Monthly,Livestock,Female,12-Jun-1995,Single,5,Retail_Trade,68,999.24,1,None,EcoCash,Harare PGU3527,0,2025-12-10,2025-12-13,2026-01-16,2026-12-08,1323.21,15.45,12,Monthly,Home_Improvement,Female,20-Nov-1987,Married,,Agriculture,64,291.09,2,None,EcoCash,Masvingo NWK6000,0,2025-05-22,2025-06-10,2025-07-06,2027-05-31,2161.66,16.93,24,Monthly,Business_Expansion,Female,14-Feb-1966,Married,2,Informal_Sector,23,523.13,3,None,EcoCash,Harare RUR4149,3,2025-08-18,2025-08-25,2025-10-05,2026-02-21,736.52,14.89,6,Monthly,Medical,Female,16-Mar-1977,Married,0,Agriculture,15,180.79,1,Guarantor,EcoCash,Midlands MWZ0284,3,2025-11-18,2025-12-05,2026-01-07,2027-11-25,158.3,17.28,24,Bi-Weekly,Rent,Female,29-May-1981,Widowed,3,Informal_Sector,23,64.17,6,Property,EcoCash,Harare IGY3677,4,2025-09-06,2025-09-21,2025-10-27,2027-03-15,1732.92,16.45,18,Bi-Weekly,Equipment,Female,17-Jul-1986,Married,6,Agriculture,101,114.14,2,Livestock,Bank_Transfer,Bulawayo KGJ9267,1,2025-07-09,2025-07-26,2025-09-01,2026-01-22,1271.45,139.37,6,Monthly,Business_Expansion,Male,24-May-1992,Single,3,Informal_Sector,34,175.87,0,Savings,Cash,Manicaland TMK6440,2,2025-05-28,2025-06-11,2025-07-10,2026-06-06,6682.62,79.45,12,Monthly,Equipment,Male,03-Jun-1992,Married,3,Government,55,672.14,2,Guarantor,EcoCash,Manicaland UNJ6623,0,2025-04-12,2025-04-25,2025-06-03,2026-04-20,7765.75,120.79,12,Monthly,School_Fees,Female,05-Dec-1997,Single,2,Finance,57,1710.9,2,,EcoCash,Bulawayo SRG6618,3,2025-05-02,2025-05-13,2025-06-18,2027-05-03,1253.9,15.25,24,Monthly,Personal,Female,26-Oct-1981,Divorced,2,Education,38,618.62,1,None,Cash,Manicaland GSJ0468,3,2025-11-21,2025-12-11,2026-01-05,2026-12-06,3144.0,15.56,12,Bi-Weekly,Debt_Consolidation,Male,06-Sep-1971,Widowed,1,Education,31,680.49,1,None,Bank_Transfer,Harare CXP7063,0,2025-12-21,2025-12-28,2026-02-10,2026-12-23,3419.77,,12,Monthly,Livestock,Male,24-Jun-1970,Single,1,Telecom,17,462.57,2,Livestock,EcoCash,Matabeleland_North PVR1377,2,2025-12-16,2025-12-22,2026-02-01,2027-06-15,9149.51,70.55,18,Monthly,Farming_Inputs,Female,29-Mar-1978,Widowed,1,Retail_Trade,116,998.07,3,None,Bank_Transfer,Mashonaland_East HTO1755,0,2025-12-15,2026-01-05,2026-01-28,2026-12-31,13077.5,146.92,12,Monthly,Home_Improvement,Male,02-Apr-1995,Married,2,Finance,60,1894.1,0,None,EcoCash,Midlands AMS9709,2,2025-08-01,2025-08-17,2025-09-16,2026-08-12,4342.66,91.39,12,Monthly,Farming_Inputs,Male,10-May-1993,Married,4,Telecom,147,780.84,4,Guarantor,InnBucks,Bulawayo FQT0432,1,2025-09-03,2025-09-09,2025-10-09,2027-08-30,15028.11,136.33,24,Monthly,Stock_Purchase,Female,11-Dec-1979,Married,2,Telecom,40,2602.89,6,Property,Bank_Transfer,Masvingo GRA7225,3,2025-01-28,2025-02-10,2025-03-23,2026-02-05,1886.88,10.75,12,Monthly,Rent,Male,24-Feb-1961,Married,3,Government,215,547.75,2,Savings,EcoCash,Bulawayo QOW7293,1,2025-08-18,2025-09-08,2025-10-18,2026-03-07,5886.25,12.33,6,Monthly,Business_Expansion,Female,21-Nov-1970,Single,1,Education,27,516.06,2,Livestock,Cash,Mashonaland_Central USF2198,0,2025-07-04,2025-07-06,2025-08-15,2026-01-02,879.68,176.04,6,Weekly,Business_Expansion,Female,11-Feb-1970,Married,4,Agriculture,68,131.36,3,Vehicle,EcoCash,Harare NIW9339,0,2025-05-27,2025-06-14,2025-07-22,2027-06-04,2505.09,17.83,24,Monthly,Stock_Purchase,Male,07-Oct-2004,Single,1,Transport,13,796.81,2,None,EcoCash,Midlands FRG4201,4,2025-03-16,2025-04-04,2025-05-08,2028-03-19,10132.53,99.54,36,Monthly,Vehicle,Female,06-Mar-1989,Married,2,Construction,55,647.69,1,Savings,EcoCash,Manicaland FGI4742,0,2025-02-17,2025-02-28,2025-04-05,2025-08-27,1288.4,19.74,6,Monthly,Equipment,Male,15-Oct-1993,Divorced,5,Informal_Sector,18,203.87,2,None,EcoCash,Harare JFG5680,1,2026-02-12,2026-02-14,2026-03-20,2027-02-09,11936.62,113.65,12,Monthly,Working_Capital,Female,20-Jan-1999,Widowed,,Transport,26,1039.29,2,Vehicle,Cash,Matabeleland_North QYN4491,0,2025-03-21,2025-03-27,2025-04-28,2026-03-22,7603.44,15.41,12,Bi-Weekly,Equipment,Female,15-Jul-1983,Married,5,NGO,78,1006.6,1,None,Bank_Transfer,Harare NZW6090,0,2026-01-29,2026-02-03,2026-03-08,2027-01-29,4416.54,158.11,12,Monthly,Rent,Male,05-Apr-1962,Divorced,4,Manufacturing,104,1085.6,4,None,OneMoney,Manicaland SJP2560,0,2025-06-13,2025-06-28,2025-08-12,2025-12-25,3656.38,125.1,6,Bi-Weekly,Medical,Female,06-Feb-1985,Married,4,Government,217,840.83,4,None,Bank_Transfer,Manicaland ZYK6879,2,2025-08-19,2025-08-29,2025-10-08,2026-08-24,13634.74,102.26,12,Monthly,Farming_Inputs,Male,27-Apr-2007,Married,0,Healthcare,6,888.92,2,Savings,EcoCash,Harare YMM2910,2,2026-01-08,2026-01-14,2026-02-17,2026-07-13,6025.45,10.28,6,Monthly,Farming_Inputs,Male,27-Aug-2002,Single,2,Retail_Trade,22,489.43,2,None,Cash,Mashonaland_East TTO1527,3,2025-02-26,2025-03-01,2025-03-27,2025-08-28,305.13,16.9,6,Monthly,Medical,Male,01-Nov-1978,Married,4,Agriculture,55,145.67,0,None,EcoCash,Midlands EML0665,3,2025-06-01,2025-06-14,2025-07-20,2026-06-09,1323.88,17.42,12,Monthly,Debt_Consolidation,Male,18-Mar-1968,Married,4,Government,,457.66,4,None,EcoCash,Bulawayo DPQ4018,5,2025-08-06,2025-08-20,2025-09-19,2025-10-19,284.0,140.54,2,Weekly,Funeral,Male,10-May-1989,Married,3,Agriculture,78,206.61,0,Livestock,Bank_Transfer,Bulawayo SSV8285,3,2025-12-19,2025-12-29,2026-01-26,2026-12-24,3691.51,12.75,12,Monthly,Medical,Male,08-Jul-1983,Divorced,1,Mining,76,1158.06,2,None,EcoCash,Mashonaland_West VID4694,2,2025-12-06,2025-12-11,2026-01-08,2026-12-06,4040.65,85.11,12,Monthly,Livestock,Female,01-Mar-1995,Widowed,4,Healthcare,47,609.62,1,Savings,Cash,Harare BZA2279,2,2025-10-10,2025-10-23,2025-11-21,2026-07-20,4704.78,111.02,9,Monthly,Livestock,Male,25-Jun-1970,Married,2,Education,81,425.3,5,Property,Cash,Matabeleland_North KNO1025,1,2025-11-22,2025-12-02,2026-01-15,2026-11-27,15854.86,98.74,12,Monthly,Business_Expansion,Female,13-Aug-1983,Married,6,,32,622.36,2,Property,EcoCash,Masvingo YKT7191,3,2025-02-06,2025-02-27,2025-04-09,2025-08-26,406.66,110.5,6,Weekly,School_Fees,,26-Feb-1988,Married,3,Agriculture,79,124.57,1,Property,Bank_Transfer,Midlands ZJC9138,2,2025-08-20,2025-08-31,2025-10-14,2027-08-21,1022.13,11.81,24,Monthly,Working_Capital,Male,07-Jan-1986,Married,5,Informal_Sector,40,154.77,1,Savings,OneMoney,Bulawayo ZOK9565,0,2025-03-25,2025-04-14,2025-05-12,2026-10-06,14624.58,14.56,18,Bi-Weekly,Equipment,Male,28-Oct-1965,Married,3,NGO,72,1803.12,2,Guarantor,EcoCash,Masvingo GVR4749,0,2026-01-15,2026-01-27,2026-03-09,2027-07-21,3514.46,16.73,18,Monthly,Business_Expansion,Female,08-Jan-1965,Divorced,3,,31,858.67,1,None,Bank_Transfer,Matabeleland_South FXF4569,0,2025-11-10,2025-11-23,2025-12-28,2026-11-18,774.46,158.18,12,Monthly,Livestock,Male,21-Sep-1961,Divorced,5,Agriculture,50,,3,Savings,OneMoney,Manicaland CAP8569,4,2025-10-01,2025-10-18,2025-11-25,2029-09-27,8293.75,13.64,48,Monthly,Equipment,Female,08-Aug-1994,Married,0,Informal_Sector,47,441.4,0,Vehicle,EcoCash,Masvingo XFP8700,0,2024-12-19,2025-01-09,2025-02-09,2025-04-09,815.31,16.88,3,Monthly,Wedding,Female,09-Sep-1963,Married,5,Informal_Sector,28,322.19,2,None,Cash,Manicaland SVX6880,2,2024-12-29,2025-01-14,2025-02-26,2026-01-09,6581.1,13.19,12,Monthly,Farming_Inputs,Male,18-Jun-1997,Single,4,Transport,41,732.77,7,Livestock,EcoCash,Manicaland NNK0785,0,2025-08-31,2025-09-17,2025-10-24,2026-09-12,630.91,15.44,12,Weekly,Personal,Male,02-Mar-1976,Divorced,1,Agriculture,52,183.15,1,Guarantor,Bank_Transfer,Masvingo UIR4154,0,2025-02-21,2025-02-28,2025-03-28,2025-08-27,542.43,18.06,6,Monthly,Home_Improvement,Female,27-Sep-2000,Married,3,Retail_Trade,12,285.05,0,Vehicle,Bank_Transfer,Mashonaland_West YGN9330,1,2025-09-27,2025-09-29,2025-11-13,2027-03-23,5016.85,16.23,18,Monthly,Business_Expansion,Male,13-Feb-1971,Married,7,Transport,54,554.76,0,Property,EcoCash,Mashonaland_East EBR3020,2,2025-07-15,2025-08-01,2025-09-03,2026-07-27,6544.41,101.17,12,Weekly,Equipment,Male,07-Mar-2002,Single,1,Agriculture,16,413.78,3,Savings,Cash,Matabeleland_North HCE5651,2,2025-08-30,2025-09-08,2025-10-06,2026-03-07,3331.95,15.24,6,Bi-Weekly,Livestock,Male,05-Jan-1995,Married,3,Transport,96,378.8,8,Guarantor,OneMoney,Mashonaland_East NQC5999,1,2025-01-23,2025-01-28,2025-03-05,2026-07-22,2445.79,,18,Monthly,Business_Expansion,Female,18-Feb-1970,Single,4,Informal_Sector,26,297.98,1,Vehicle,EcoCash,Masvingo XGY8160,2,2025-06-04,2025-06-11,2025-07-22,2027-06-01,3132.71,78.92,24,Monthly,Equipment,Male,06-Feb-1983,Married,2,Transport,16,,0,Livestock,Cash,Matabeleland_South UWL1133,0,2025-01-27,2025-02-02,2025-02-27,2026-01-28,2231.36,130.97,12,Monthly,School_Fees,Male,27-Mar-1979,Married,2,Manufacturing,48,586.12,4,Vehicle,EcoCash,Mashonaland_Central YKI3142,1,2025-05-20,2025-05-21,2025-07-05,2026-05-16,5694.13,13.9,12,Monthly,Business_Expansion,Male,17-Sep-1966,Married,2,Education,33,356.31,1,Vehicle,EcoCash,Harare UCB3986,1,2025-07-29,2025-08-18,2025-09-19,2026-08-13,6905.22,14.57,12,Monthly,Business_Expansion,Male,03-Aug-1989,Married,1,Education,88,,0,Vehicle,Cash,Masvingo SYL2415,2,2025-03-07,2025-03-26,2025-05-08,2025-12-21,1465.06,12.91,9,Monthly,Working_Capital,Male,27-Oct-2001,Single,1,Government,57,402.47,0,Savings,Bank_Transfer,Midlands IPW2222,2,2025-07-10,2025-07-18,2025-08-12,2026-07-13,5737.52,111.44,12,Monthly,Farming_Inputs,Female,19-Mar-1992,Married,3,Agriculture,17,334.39,6,Vehicle,EcoCash,Matabeleland_North EVC3607,2,2026-02-20,2026-02-25,2026-04-02,2027-02-20,2641.8,12.61,12,Monthly,,Male,07-Aug-1991,Married,3,Government,40,255.71,1,Livestock,Cash,Matabeleland_North KOV4171,0,2025-10-22,2025-10-24,2025-11-22,2027-04-17,3288.13,17.78,18,Weekly,Equipment,Male,09-Oct-1986,Married,0,Government,172,607.56,0,Property,Bank_Transfer,Harare XMW0193,3,2024-12-22,2025-01-04,2025-02-18,2026-12-25,2112.44,13.16,24,Monthly,Rent,Male,03-Dec-1969,Married,3,Education,47,422.35,3,Guarantor,Cash,Mashonaland_East YMH3925,0,2025-07-17,2025-07-22,2025-09-01,2027-01-13,2697.14,127.21,18,Monthly,,Male,19-Jan-1994,Divorced,0,Government,112,548.27,6,None,Cash,Matabeleland_South OZW7701,1,2025-12-15,2025-12-20,2026-01-28,2027-12-10,8537.06,109.69,24,Monthly,Business_Expansion,Female,13-Aug-2001,Married,2,Agriculture,29,331.49,0,Vehicle,Bank_Transfer,Harare QNF9556,1,2025-10-07,2025-10-13,2025-11-23,2026-10-08,11552.69,14.98,12,Monthly,Business_Expansion,Female,10-Apr-1986,Widowed,6,Transport,58,1153.02,1,Property,OneMoney,Harare OTV9414,5,2025-10-13,2025-10-23,2025-11-19,2026-04-21,837.2,173.85,6,Monthly,Personal,Female,10-Aug-1988,Single,,Government,146,518.81,4,None,OneMoney,Harare MAR4449,0,2025-04-16,2025-04-21,2025-05-23,2025-07-20,2142.02,172.47,3,Monthly,Rent,Male,30-Dec-1973,Divorced,2,Education,14,323.24,1,None,Cash,Mashonaland_West NFJ2056,2,2026-01-13,2026-01-18,2026-02-18,2027-01-13,7160.05,134.7,12,Monthly,Livestock,Male,27-Jan-1971,Married,4,Healthcare,,729.15,3,Livestock,InnBucks,Manicaland HCU1891,0,2025-08-24,2025-09-09,2025-10-24,2026-03-08,2041.99,96.95,6,Monthly,Home_Improvement,Female,20-Oct-2006,Single,2,Healthcare,8,653.3,4,Guarantor,Bank_Transfer,Manicaland HGO4994,0,2025-06-16,2025-07-04,2025-08-05,2027-06-24,1427.51,140.85,24,Monthly,Personal,Male,09-Jan-1972,Married,7,Informal_Sector,5,164.02,1,None,Bank_Transfer,Mashonaland_East ODO6798,4,2025-08-26,2025-09-07,2025-10-19,2028-08-22,14557.63,18.12,36,Monthly,Home_Improvement,Female,10-Jun-1969,Married,7,Government,135,,6,Property,Bank_Transfer,Mashonaland_West PXX9750,1,2025-11-27,2025-12-09,2026-01-22,2026-12-04,3320.12,120.78,12,Bi-Weekly,Equipment,Male,04-Feb-1970,Widowed,4,Informal_Sector,24,378.83,1,None,Cash,Mashonaland_West SCN3025,2,2025-04-10,2025-04-30,2025-06-14,2026-04-25,9096.19,79.67,12,Monthly,Farming_Inputs,Male,03-Oct-1994,,,Telecom,67,956.96,2,Guarantor,Cash,Midlands VMM9927,3,2025-03-29,2025-04-07,2025-05-09,2025-10-04,5433.78,13.21,6,Monthly,School_Fees,Female,13-Oct-1985,Married,3,Mining,59,1165.66,2,Guarantor,EcoCash,Bulawayo TBG8314,0,2025-10-13,2025-10-21,2025-11-18,2026-10-16,2420.81,136.72,12,Monthly,Home_Improvement,Male,09-Aug-1969,Married,3,Informal_Sector,6,291.47,1,None,EcoCash,Bulawayo URC1145,2,2025-03-23,2025-03-28,2025-05-06,2026-09-19,6316.25,11.09,18,Monthly,Working_Capital,Male,05-Oct-1966,Married,2,Agriculture,35,429.68,4,Livestock,Bank_Transfer,Midlands CSW3521,0,2025-08-22,2025-09-04,2025-10-19,2027-08-25,1098.19,107.44,24,Monthly,School_Fees,Female,03-Feb-1990,Single,5,Agriculture,104,163.76,5,None,InnBucks,Harare JBG5644,4,2025-12-03,2025-12-19,2026-01-28,2028-12-03,1927.75,100.55,36,Monthly,Equipment,Male,11-May-1982,Divorced,2,Agriculture,43,108.32,4,Property,OneMoney,Mashonaland_East KXG4715,1,2025-11-18,2025-12-02,2025-12-27,2026-05-31,4049.99,14.47,6,Monthly,Business_Expansion,Female,24-Nov-1983,Married,3,Informal_Sector,50,561.6,1,Savings,Bank_Transfer,Masvingo CXQ0417,1,2025-06-14,2025-07-05,2025-08-18,2026-06-30,3732.39,15.19,12,Monthly,Business_Expansion,Male,23-Oct-1991,Single,3,Informal_Sector,41,186.26,2,None,Cash,Midlands GXD8597,3,2025-06-01,2025-06-03,2025-07-12,2026-11-25,979.95,14.53,18,Monthly,Rent,Male,30-Mar-1981,Married,3,Agriculture,143,300.0,0,None,EcoCash,Manicaland QXU3204,2,2025-05-08,2025-05-10,2025-06-19,2026-05-05,4283.8,10.47,12,Monthly,Livestock,Male,10-Aug-1986,Married,,Transport,47,837.33,0,Property,Bank_Transfer,Harare KQF6775,1,2025-11-15,2025-11-24,2025-12-28,2026-05-23,3183.37,114.05,6,Monthly,Working_Capital,Female,24-Jun-2000,Widowed,4,Agriculture,31,309.5,0,None,InnBucks,Matabeleland_South MGJ6981,3,2025-05-20,2025-05-30,2025-07-13,2027-05-20,731.71,18.76,24,Monthly,Personal,Male,07-Nov-1963,Single,4,Government,63,368.05,1,None,Cash,Midlands IQW5637,2,2025-06-20,2025-07-08,2025-08-09,2026-07-03,1637.23,11.42,12,Monthly,Farming_Inputs,Male,11-Nov-2005,Single,2,Agriculture,17,140.23,5,Property,Bank_Transfer,Harare ZXH8766,0,2026-01-31,2026-02-03,2026-03-05,2026-08-02,2806.87,15.71,6,Monthly,Rent,Male,19-Sep-2000,Married,3,Retail_Trade,3,651.91,4,None,OneMoney,Harare XEI8670,4,2025-09-17,2025-09-29,2025-10-24,2028-09-13,13001.31,13.66,36,Bi-Weekly,Home_Improvement,Male,20-Apr-1965,Divorced,8,Government,46,779.53,1,Savings,Cash,Bulawayo CFU7715,1,2025-04-28,2025-05-15,2025-06-10,2025-11-11,8045.05,14.48,6,Monthly,Business_Expansion,Male,15-Feb-1993,Married,2,NGO,11,1091.06,0,Guarantor,InnBucks,Manicaland INK5005,4,2025-09-23,2025-10-13,2025-11-17,2028-09-27,6480.96,107.99,36,Monthly,Vehicle,Male,26-Jan-1983,Married,1,Informal_Sector,17,504.56,0,Property,Cash,Matabeleland_South YRM0155,0,2025-06-11,2025-06-17,2025-07-18,2026-12-09,2343.19,17.05,18,Monthly,Working_Capital,Male,19-Mar-1982,,4,Education,68,450.88,6,None,EcoCash,Bulawayo VPD2395,5,2025-03-07,2025-03-23,2025-04-22,2025-09-19,195.45,185.0,6,Bi-Weekly,Rent,Female,31-Oct-1983,Married,4,Agriculture,127,87.08,1,Savings,EcoCash,Midlands DCE8682,4,2025-09-16,2025-09-29,2025-11-04,2026-09-24,7536.66,13.6,12,Monthly,Equipment,Male,21-Jan-1956,Married,4,Education,26,543.12,1,Vehicle,Cash,Bulawayo UCG4005,0,2025-03-03,2025-03-19,2025-04-17,2026-09-10,3869.88,17.04,18,Monthly,Livestock,Female,26-Mar-1971,Divorced,2,Government,20,656.57,1,Livestock,EcoCash,Mashonaland_West ZSI8588,3,2025-05-20,2025-05-23,2025-06-28,2026-11-14,2827.99,13.33,18,Weekly,Personal,Female,25-Jun-1969,Married,5,Education,,810.66,0,None,OneMoney,Mashonaland_West MYM1218,0,2025-04-08,2025-04-25,2025-05-26,2027-04-15,1505.55,147.07,24,Monthly,Rent,Female,22-Nov-1993,Married,4,Agriculture,43,172.58,4,,InnBucks,Bulawayo MDF8209,0,2026-01-26,2026-01-27,2026-03-09,2028-01-17,1587.09,17.58,24,Monthly,Personal,Male,15-Mar-1984,Divorced,2,Government,121,443.95,2,Guarantor,,Mashonaland_Central EMG5177,2,2025-10-13,2025-11-03,2025-11-28,2026-05-02,8309.9,10.55,6,Bi-Weekly,Farming_Inputs,Female,11-Jan-1997,Married,3,Government,64,462.09,2,Guarantor,Cash,Mashonaland_East YXP1936,2,2025-04-29,2025-05-19,2025-06-22,2026-05-14,3315.74,141.2,12,Monthly,Farming_Inputs,Male,16-Mar-1969,Married,5,NGO,33,801.98,1,None,EcoCash,Mashonaland_East IFQ4336,4,2025-10-17,2025-10-31,2025-12-09,2028-10-15,34212.27,15.92,36,Monthly,Equipment,Female,10-Oct-1996,Single,2,Construction,83,1126.05,2,Property,InnBucks,Masvingo RHK5615,0,2025-05-08,2025-05-28,2025-06-23,2025-11-24,2002.9,80.76,6,Monthly,,Female,23-Jan-1986,Married,4,Healthcare,22,562.92,0,Savings,InnBucks,Bulawayo SBA4095,3,2026-01-30,2026-02-18,2026-03-24,2028-02-08,4703.32,69.7,24,Monthly,Rent,Male,27-Oct-1976,Divorced,2,Government,101,,5,Guarantor,Cash,Mashonaland_West VJA0906,0,2025-06-27,2025-07-05,2025-08-10,2027-06-25,1296.47,16.72,24,Monthly,,Male,17-Aug-1998,Divorced,1,Agriculture,52,308.09,3,Guarantor,Bank_Transfer,Midlands FCB2951,2,2025-09-28,2025-10-01,2025-10-28,2026-03-30,10030.8,68.13,6,Monthly,Livestock,Female,15-Apr-2000,Single,2,Informal_Sector,45,569.77,0,None,EcoCash,Midlands DBT2207,3,2025-09-19,2025-09-24,2025-10-28,2026-09-19,428.11,13.12,12,Monthly,School_Fees,Male,06-Jan-1995,Married,3,Informal_Sector,47,216.84,0,Guarantor,Cash,Bulawayo DZT2636,1,2026-01-19,2026-01-21,2026-02-23,2028-01-11,4968.47,14.68,24,Bi-Weekly,Equipment,Female,21-Jul-1977,Married,2,Retail_Trade,28,435.99,5,Property,Cash,Midlands TYD3220,2,2025-11-02,2025-11-05,2025-12-03,2026-05-04,2889.04,124.86,6,Monthly,Working_Capital,Female,03-Feb-1973,Married,,Education,132,499.38,2,Property,InnBucks,Manicaland VYM7787,1,2025-01-07,2025-01-24,2025-03-05,2026-07-18,2243.63,14.34,18,Monthly,Stock_Purchase,Male,23-Jul-1976,Married,4,Retail_Trade,117,314.66,2,None,EcoCash,Mashonaland_West REK7574,4,2025-07-18,2025-08-01,2025-08-28,2028-07-16,10282.39,19.05,36,Monthly,Equipment,Female,06-Sep-1959,Widowed,3,Government,33,357.73,1,Property,EcoCash,Matabeleland_North WXF7530,2,2026-01-14,2026-01-24,2026-02-18,2026-10-21,4873.2,83.82,9,Monthly,Equipment,Male,05-Feb-1984,Married,5,Agriculture,65,460.31,5,Property,Bank_Transfer,Matabeleland_South QQQ8118,1,2025-09-10,2025-09-25,2025-10-26,2028-09-09,3017.47,90.45,36,Monthly,Business_Expansion,Female,14-Dec-1983,Married,2,,67,417.83,3,Livestock,Bank_Transfer,Bulawayo HTU2108,3,2025-01-10,2025-01-19,2025-03-05,2026-01-14,1579.03,10.88,12,Monthly,School_Fees,Female,18-Jul-1966,Married,3,Informal_Sector,9,406.84,1,Guarantor,EcoCash,Harare NFJ5599,0,2025-09-05,2025-09-14,2025-10-24,2026-03-13,1177.28,15.26,6,Monthly,Funeral,Male,04-Oct-1986,Single,1,Informal_Sector,40,255.86,0,Livestock,EcoCash,Bulawayo DBL7406,2,2025-04-28,2025-05-03,2025-06-08,2026-04-28,2559.6,11.88,12,Monthly,Working_Capital,Male,12-Sep-1984,Married,2,Informal_Sector,14,241.08,3,Property,InnBucks,Matabeleland_North VID4590,0,2025-02-13,2025-02-14,2025-03-13,2026-02-09,2310.08,124.79,12,Monthly,Debt_Consolidation,Female,13-Dec-2004,Single,0,Education,16,657.25,3,Guarantor,Cash,Masvingo UAJ4265,3,2025-01-21,2025-02-02,2025-02-28,2027-01-23,1746.84,13.78,24,Monthly,Rent,Male,29-Jun-1979,Married,2,Construction,106,429.5,0,Livestock,EcoCash,Harare EMK4872,2,2025-05-01,2025-05-22,2025-06-16,2026-05-17,3119.08,13.41,12,Monthly,Farming_Inputs,Male,27-Aug-2004,Single,0,Retail_Trade,,465.15,4,Livestock,Bank_Transfer,Harare DLC4330,2,2025-12-31,2026-01-10,2026-02-14,2026-10-07,4612.73,70.61,9,Monthly,Farming_Inputs,Female,28-Jul-1986,Married,3,Retail_Trade,42,841.69,4,Guarantor,EcoCash,Manicaland WOP5017,2,2025-04-17,2025-05-05,2025-05-28,2026-04-30,1702.65,101.12,12,Monthly,Farming_Inputs,Female,14-Apr-1998,Married,3,Informal_Sector,29,193.94,6,Savings,Cash,Bulawayo FJM0195,1,2026-01-18,2026-02-08,2026-03-19,2027-02-03,10878.65,130.81,12,Weekly,Equipment,,11-Jun-1976,Married,1,Agriculture,154,497.58,2,Vehicle,EcoCash,Harare LZH5232,0,2025-04-25,2025-05-14,2025-06-20,2025-11-10,894.39,103.18,6,Monthly,Rent,Female,06-Jun-2001,Divorced,1,Agriculture,19,220.8,1,Livestock,EcoCash,Manicaland CBX1499,0,2025-10-13,2025-10-30,2025-11-25,2026-10-25,1359.12,81.17,12,Monthly,Business_Expansion,Female,06-Dec-1987,Married,1,Construction,76,312.52,3,,OneMoney,Mashonaland_West PBI8593,0,2025-03-10,2025-03-15,2025-04-10,2027-03-05,1405.55,115.7,24,Monthly,Debt_Consolidation,Male,21-Aug-1995,Married,,Education,63,400.77,3,None,EcoCash,Mashonaland_West QRE2315,0,2025-10-09,2025-10-25,2025-11-23,2026-01-23,1486.59,17.08,3,Monthly,Farming_Inputs,Female,19-Jun-1984,Married,5,Informal_Sector,33,,0,None,Bank_Transfer,Mashonaland_East FWO2121,0,2025-03-14,2025-04-01,2025-05-12,2026-09-23,1782.99,126.48,18,Monthly,Farming_Inputs,Male,17-May-1970,Married,6,Agriculture,162,383.54,2,Guarantor,Bank_Transfer,Harare MCH7129,1,2025-03-18,2025-03-20,2025-04-16,2026-03-15,6802.11,14.74,12,Weekly,Business_Expansion,Female,02-Mar-2001,Married,3,Construction,29,960.05,0,Livestock,EcoCash,Mashonaland_West JCD3244,5,2025-12-22,2026-01-02,2026-01-28,2026-04-02,1540.9,125.7,3,Monthly,Rent,Female,26-Aug-1992,Single,2,Government,40,830.74,2,Savings,OneMoney,Harare GEY2384,0,2026-01-07,2026-01-17,2026-02-19,2026-07-16,3869.09,15.79,6,Monthly,Home_Improvement,Female,04-Jun-1999,Married,2,Retail_Trade,26,564.23,1,Savings,Bank_Transfer,Harare EOT0800,1,2025-11-01,2025-11-11,2025-12-07,2026-05-10,3248.0,112.67,6,Monthly,Business_Expansion,Female,17-Sep-1984,Married,1,Informal_Sector,10,234.49,2,None,Bank_Transfer,Matabeleland_North CAG1966,2,2025-12-30,2026-01-08,2026-02-12,2027-12-29,14670.21,12.88,24,Monthly,Farming_Inputs,Male,04-May-1995,Married,0,Mining,73,1473.85,1,Vehicle,Bank_Transfer,Harare XOQ8267,1,2025-08-10,2025-08-12,2025-09-22,2027-02-03,11062.51,95.06,18,Monthly,Business_Expansion,Female,21-Apr-1969,Widowed,3,Telecom,106,677.43,0,Vehicle,Cash,Manicaland HAO2179,0,2026-01-11,2026-01-29,2026-03-07,2026-07-28,3658.65,154.82,6,Monthly,Wedding,Female,20-Aug-1996,Married,3,Government,125,415.58,3,None,Bank_Transfer,Mashonaland_East YFE2987,1,2025-05-18,2025-05-26,2025-07-01,2026-05-21,9675.24,13.45,12,Monthly,Equipment,Male,07-Jan-1973,Widowed,1,Government,64,674.78,0,,OneMoney,Harare AQH4113,1,2025-03-12,2025-03-16,2025-04-24,2028-02-29,20655.39,106.48,36,Weekly,Stock_Purchase,Male,11-Jan-1995,Married,2,,83,1192.22,2,Vehicle,EcoCash,Midlands VPC7784,2,2025-04-23,2025-05-09,2025-06-20,2026-02-03,2951.03,103.15,9,Monthly,Equipment,Female,10-Jul-2001,Married,3,Agriculture,,406.18,1,Livestock,EcoCash,Masvingo GAE4033,2,2025-10-05,2025-10-23,2025-11-28,2027-10-13,2128.19,100.97,24,Weekly,Equipment,Female,13-Nov-2002,Married,2,Healthcare,16,290.7,0,Livestock,InnBucks,Harare HFH2832,2,2025-01-12,2025-01-31,2025-03-14,2026-01-26,8481.06,110.29,12,Bi-Weekly,Equipment,Male,24-Dec-1996,,2,,74,1364.54,1,Livestock,InnBucks,Mashonaland_Central YNA4748,2,2025-08-31,2025-09-03,2025-10-17,2027-02-25,2181.25,105.19,18,Monthly,Equipment,Male,31-Mar-1994,Married,2,Agriculture,31,389.32,1,Livestock,OneMoney,Harare GPY3239,3,2025-09-13,2025-09-29,2025-11-05,2026-09-24,712.86,15.2,12,Monthly,Debt_Consolidation,Female,05-Aug-1965,Married,3,Education,36,399.06,2,Guarantor,EcoCash,Harare DUK5098,0,2025-06-23,2025-07-13,2025-08-11,2025-10-11,1239.29,96.03,3,Monthly,Personal,Male,09-Aug-2005,Single,0,Education,,287.56,1,None,EcoCash,Mashonaland_West EVD5179,0,2025-06-23,2025-07-07,2025-08-08,2026-01-03,1660.17,134.52,6,Monthly,Rent,Female,24-Jan-1978,Married,6,Retail_Trade,34,852.48,5,Property,Bank_Transfer,Bulawayo ETP8404,3,2026-02-17,2026-02-18,2026-04-03,2026-08-17,506.27,15.69,6,Bi-Weekly,Personal,Male,01-Aug-1992,Married,6,Agriculture,,188.35,2,Property,EcoCash,Manicaland DDH5472,2,2025-01-24,2025-02-13,2025-03-28,2025-11-10,4004.9,11.75,9,Monthly,Livestock,Male,20-Oct-1983,Married,,Mining,77,661.09,1,Savings,Bank_Transfer,Mashonaland_East FRJ7037,5,2025-07-20,2025-08-02,2025-09-13,2025-10-31,692.34,191.37,3,Bi-Weekly,Medical,Male,18-Mar-1966,Married,4,Healthcare,153,597.08,2,None,InnBucks,Masvingo ZZN5264,2,2026-01-11,2026-01-27,2026-03-09,2027-01-22,3896.24,,12,Monthly,Farming_Inputs,Male,18-Nov-2004,Single,0,Informal_Sector,17,253.2,1,Guarantor,OneMoney,Manicaland AIL3984,1,2025-06-08,2025-06-12,2025-07-24,2026-06-07,2262.79,14.55,12,Monthly,Working_Capital,Male,31-Mar-2005,Single,0,Informal_Sector,20,178.95,0,Savings,InnBucks,Harare KXO1895,1,2025-11-08,2025-11-17,2025-12-16,2028-11-01,3776.81,14.71,36,Monthly,Working_Capital,Male,03-Apr-2006,Single,0,Manufacturing,15,474.75,4,None,Bank_Transfer,Mashonaland_West PMS6371,2,2025-05-01,2025-05-05,2025-06-19,2026-01-30,6260.48,124.36,9,Monthly,Livestock,Male,09-Sep-1961,Divorced,4,Government,104,628.71,0,Livestock,EcoCash,Mashonaland_East GYC2314,2,2025-01-12,2025-01-18,2025-02-13,2025-10-15,2031.29,106.85,9,Weekly,Livestock,Male,27-Dec-1993,Single,6,Agriculture,71,113.58,1,Property,EcoCash,Manicaland TDB8324,3,2025-11-23,2025-12-06,2026-01-17,2026-12-01,954.02,18.28,12,Monthly,Debt_Consolidation,Male,18-Jun-1959,Divorced,5,Transport,145,347.26,0,Savings,EcoCash,Harare OOS2267,1,2026-01-06,2026-01-11,2026-02-18,2028-01-01,1794.74,13.56,24,Monthly,Equipment,Male,09-Mar-1977,Married,1,Retail_Trade,95,246.64,3,None,Bank_Transfer,Midlands NFA0143,1,2025-06-18,2025-06-23,2025-08-03,2027-06-13,11718.3,96.4,24,Bi-Weekly,Equipment,Male,06-Dec-1973,Married,4,Government,115,427.2,1,,InnBucks,Bulawayo ELV9312,0,2025-07-03,2025-07-16,2025-08-12,2026-01-12,1291.06,15.98,6,Monthly,Funeral,Male,14-Feb-1970,Married,8,Retail_Trade,44,494.5,5,Savings,EcoCash,Manicaland MPB1578,3,2025-10-31,2025-11-04,2025-12-04,2026-05-03,471.18,19.62,6,Monthly,Rent,Female,27-Mar-1969,Widowed,3,Agriculture,8,174.73,0,Guarantor,Bank_Transfer,Manicaland LQI3770,2,2026-01-14,2026-01-21,2026-02-27,2028-01-11,4793.46,112.05,24,Monthly,Farming_Inputs,Male,13-Jul-1981,Married,4,Construction,38,478.44,1,Savings,EcoCash,Mashonaland_West SGE1895,2,2025-06-22,2025-07-12,2025-08-11,2026-07-07,5205.09,10.55,12,Monthly,Working_Capital,Male,25-May-1968,Married,4,Retail_Trade,54,488.44,3,Livestock,InnBucks,Manicaland IJL5437,0,2025-02-13,2025-02-20,2025-04-02,2026-02-15,3027.69,76.34,12,Monthly,Working_Capital,Male,21-Jan-1978,Divorced,6,Manufacturing,22,,3,Property,Bank_Transfer,Masvingo THL4535,2,2025-10-12,2025-10-31,2025-11-25,2026-04-29,4332.05,116.34,6,Monthly,Farming_Inputs,Male,05-Oct-1976,Married,3,Government,53,459.62,0,Savings,Cash,Mashonaland_East ZKV1212,3,2025-03-24,2025-03-28,2025-05-02,2026-09-19,4810.57,15.48,18,Bi-Weekly,Debt_Consolidation,,06-May-1959,Married,4,NGO,118,1558.12,0,None,EcoCash,Masvingo NZM6805,3,2025-05-28,2025-06-18,2025-07-19,2026-06-13,315.06,14.74,12,Monthly,School_Fees,Male,02-Mar-1965,Divorced,5,Agriculture,85,83.45,4,None,Bank_Transfer,Midlands HEB0012,4,2025-01-31,2025-02-18,2025-03-21,2028-02-03,1431.7,13.22,36,Weekly,Home_Improvement,Female,24-Apr-2004,Single,3,Agriculture,10,97.93,1,Livestock,Bank_Transfer,Matabeleland_North CVY6425,0,2025-06-11,2025-06-21,2025-07-19,2027-06-11,1569.01,115.3,24,Monthly,Debt_Consolidation,Male,27-Jan-1990,Single,1,Agriculture,116,306.69,0,Savings,EcoCash,Manicaland OHO3705,1,2026-01-09,2026-01-29,2026-02-27,2027-07-23,10487.34,88.74,18,Monthly,Equipment,Male,14-May-2000,Widowed,4,Education,40,,0,Vehicle,InnBucks,Bulawayo QYL9334,4,2025-07-27,2025-08-03,2025-09-16,2028-07-18,3359.03,15.05,36,Monthly,Equipment,Male,13-Jun-1975,Married,3,Construction,85,315.33,3,Savings,OneMoney,Bulawayo VOQ2687,3,2025-05-12,2025-05-24,2025-06-26,2025-11-20,2233.07,17.05,6,Monthly,Debt_Consolidation,Male,12-Jun-1985,Married,3,,121,1035.85,5,Guarantor,Bank_Transfer,Mashonaland_West ZPM3046,0,2026-01-16,2026-01-30,2026-03-13,2027-01-25,1833.42,150.89,12,Monthly,Home_Improvement,Male,11-Mar-1986,Married,3,Government,45,769.79,1,Vehicle,Cash,Manicaland TXO7147,0,2025-11-24,2025-11-29,2025-12-28,2026-11-24,589.51,17.11,12,Bi-Weekly,Personal,Female,28-Dec-1973,Married,2,Informal_Sector,23,180.68,0,Savings,InnBucks,Bulawayo BFO2223,0,2025-09-19,2025-10-10,2025-11-23,2027-09-30,1804.04,17.82,24,Weekly,Personal,Female,05-Oct-2002,Single,1,NGO,32,1057.82,2,None,InnBucks,Mashonaland_West MYJ9670,2,2025-08-15,2025-09-03,2025-10-13,2027-08-24,4807.24,14.24,24,Bi-Weekly,Farming_Inputs,Male,03-Nov-1973,Married,6,Construction,68,326.47,0,Property,Bank_Transfer,Harare NDD5717,0,2026-01-18,2026-02-05,2026-03-15,2026-08-04,4116.68,137.8,6,Monthly,Medical,Male,06-Mar-1957,Divorced,1,Construction,59,875.82,7,Savings,OneMoney,Mashonaland_Central KDA4285,4,2025-08-05,2025-08-20,2025-09-24,2028-08-04,8476.4,18.02,36,Monthly,Equipment,Male,26-Nov-2004,Single,3,Finance,10,,4,Property,Bank_Transfer,Manicaland XYI8525,4,2026-01-15,2026-01-26,2026-03-06,2029-01-10,15103.29,85.85,36,Monthly,Home_Improvement,,22-Aug-1967,Divorced,6,Mining,62,540.85,1,Guarantor,Bank_Transfer,Bulawayo YCG2282,0,2025-08-26,2025-08-30,2025-09-24,2026-08-25,1596.28,117.79,12,Monthly,Livestock,Male,23-Apr-1963,Married,6,Informal_Sector,47,449.72,0,Guarantor,Cash,Mashonaland_Central ETL2773,3,2025-09-11,2025-09-27,2025-10-28,2027-09-17,1427.16,14.93,24,Weekly,Medical,Female,06-Jun-1991,Married,5,Government,81,520.59,0,Guarantor,OneMoney,Mashonaland_West FOH2598,2,2026-01-29,2026-02-03,2026-03-06,2026-08-02,5922.35,120.82,6,Monthly,,Female,11-Sep-1966,Divorced,1,Retail_Trade,,675.42,3,Livestock,Bank_Transfer,Harare IDO4690,1,2025-02-28,2025-03-04,2025-04-02,2025-08-31,20449.68,12.6,6,Bi-Weekly,Business_Expansion,Male,30-Jan-1983,Single,1,Retail_Trade,164,1021.3,2,Property,EcoCash,Bulawayo MNG5618,1,2025-11-30,2025-12-04,2026-01-18,2028-11-18,10949.68,11.93,36,Monthly,Equipment,Male,14-Dec-1982,Married,1,Manufacturing,41,660.86,2,Savings,Cash,Harare ELJ8701,4,2025-12-18,2025-12-30,2026-01-24,2027-12-20,7807.39,117.48,24,Monthly,Home_Improvement,Male,12-Oct-1973,Married,2,Agriculture,19,227.09,0,Property,OneMoney,Mashonaland_Central OGH1319,5,2026-01-20,2026-02-04,2026-03-14,2026-04-05,649.39,156.99,2,Bi-Weekly,Personal,Male,14-Jun-1993,Married,3,Informal_Sector,2,512.26,3,Guarantor,Cash,Harare KYT6714,1,2025-03-12,2025-03-18,2025-04-25,2026-03-13,10184.89,117.8,12,Monthly,Working_Capital,Male,27-Dec-1989,Divorced,5,Retail_Trade,103,903.42,0,Vehicle,Bank_Transfer,Harare MHT6742,0,2026-01-02,2026-01-12,2026-02-19,2027-07-06,7810.82,143.96,18,Monthly,Home_Improvement,Male,28-Jun-1967,Divorced,0,Government,118,951.42,3,Guarantor,Cash,Harare TKN3033,0,2025-10-26,2025-11-07,2025-12-14,2026-05-06,889.12,96.8,6,Monthly,Stock_Purchase,Female,04-Oct-1959,Divorced,2,Manufacturing,57,540.95,2,Vehicle,EcoCash,Mashonaland_West ABS7187,5,2026-01-12,2026-01-15,2026-02-17,2026-04-15,729.28,147.67,3,Monthly,Personal,Female,01-Mar-2001,Married,4,Government,20,559.07,3,None,EcoCash,Midlands TVE4444,0,2025-02-16,2025-03-04,2025-04-06,2026-02-27,1027.75,122.43,12,Monthly,School_Fees,Male,22-Aug-1989,Married,1,Agriculture,83,,0,None,EcoCash,Manicaland JKT2068,0,2025-12-24,2025-12-28,2026-02-04,2027-12-18,1659.37,89.39,24,Monthly,Vehicle,Male,25-Feb-1985,Single,4,Education,26,506.62,1,None,EcoCash,Mashonaland_East XZH2442,4,2025-06-21,2025-07-04,2025-07-28,2029-06-13,8461.52,18.57,48,Monthly,Equipment,Female,15-Feb-2002,Single,0,,35,705.25,5,Property,EcoCash,Matabeleland_South QLD6078,3,2025-03-24,2025-04-13,2025-05-19,2025-10-10,1196.16,14.06,6,Bi-Weekly,Rent,Female,13-Feb-1995,Married,4,Informal_Sector,5,380.02,0,Savings,EcoCash,Harare LJE3409,1,2026-01-24,2026-01-29,2026-03-08,2027-01-24,8498.97,104.78,12,Monthly,Stock_Purchase,Male,11-Sep-1961,Married,7,Agriculture,94,405.02,3,Livestock,EcoCash,Harare LIS1441,2,2025-10-28,2025-11-01,2025-12-10,2026-10-27,697.49,113.67,12,Monthly,Farming_Inputs,Female,18-Sep-1983,,1,Informal_Sector,37,95.64,1,Property,Cash,Mashonaland_Central NHP4867,2,2025-03-13,2025-03-21,2025-04-21,2025-09-17,4825.05,76.07,6,Monthly,Equipment,Male,03-Oct-1984,Married,,Education,65,280.45,1,None,Cash,Matabeleland_North KPN5066,5,2026-02-20,2026-02-24,2026-04-08,2026-08-23,418.09,127.89,6,Bi-Weekly,Personal,Male,21-Mar-1982,Married,6,Retail_Trade,125,208.96,2,Vehicle,Bank_Transfer,Harare ICU0848,3,2025-03-23,2025-04-04,2025-05-14,2026-09-26,2663.38,,18,Monthly,Personal,Female,08-Dec-1980,Single,4,Healthcare,68,,1,Savings,Cash,Harare LBR0080,0,2025-09-14,2025-10-03,2025-11-01,2026-09-28,4561.78,103.3,12,Monthly,Medical,Male,15-May-1972,Widowed,6,Retail_Trade,173,551.46,0,Vehicle,InnBucks,Manicaland CIV5777,3,2025-09-10,2025-09-18,2025-10-18,2026-03-17,10913.71,12.35,6,Monthly,Rent,Male,17-Dec-1998,Single,2,,36,2083.8,8,None,Bank_Transfer,Harare CCS0209,0,2025-10-05,2025-10-18,2025-11-25,2026-04-16,2687.94,17.63,6,Monthly,Debt_Consolidation,Male,08-Sep-1993,Divorced,3,Government,46,,2,,Bank_Transfer,Harare UUT0371,1,2025-06-09,2025-06-22,2025-07-26,2026-06-17,14571.7,105.77,12,Bi-Weekly,Equipment,Male,19-Feb-1998,Married,6,Mining,79,645.83,2,Vehicle,EcoCash,Harare WML3891,2,2026-01-12,2026-01-31,2026-02-28,2028-01-21,2692.16,125.2,24,Monthly,Working_Capital,Female,12-Jan-1969,Married,3,Agriculture,87,228.53,4,Vehicle,Cash,Mashonaland_East ASJ1462,3,2025-09-30,2025-10-02,2025-11-02,2027-03-26,1958.16,11.05,18,Monthly,School_Fees,Male,16-Nov-2000,Married,2,Retail_Trade,27,889.53,2,Guarantor,Cash,Manicaland PUO0647,2,2025-09-13,2025-09-26,2025-10-25,2027-03-20,7202.07,72.64,18,Monthly,Farming_Inputs,Female,15-Sep-1982,Divorced,6,Education,138,,5,,EcoCash,Harare GXH8163,3,2025-11-13,2025-11-30,2025-12-25,2026-05-29,425.6,16.95,6,Bi-Weekly,Medical,Female,05-Jul-1997,Divorced,1,Informal_Sector,14,,3,Savings,EcoCash,Mashonaland_Central VNC0540,5,2026-01-03,2026-01-21,2026-03-07,2026-04-21,2130.51,155.52,3,Monthly,Funeral,Male,23-Jan-1992,Married,,Mining,98,1640.34,2,None,Bank_Transfer,Mashonaland_West AIH9575,2,2025-01-26,2025-02-03,2025-03-02,2026-01-29,1697.49,109.09,12,Monthly,Livestock,Female,05-Jul-1968,Married,4,Retail_Trade,46,469.02,4,None,Cash,Bulawayo OQV6885,0,2025-11-30,2025-12-08,2026-01-22,2026-06-06,583.54,98.8,6,Bi-Weekly,Home_Improvement,Male,01-Aug-1994,Divorced,2,Informal_Sector,21,373.44,2,None,Bank_Transfer,Harare TEF4500,1,2025-05-20,2025-05-29,2025-07-09,2028-05-13,1866.08,13.96,36,Monthly,Equipment,Male,21-Oct-1987,Single,2,Retail_Trade,56,254.63,2,None,Cash,Manicaland PNS6387,3,2025-05-29,2025-06-11,2025-07-09,2026-06-06,3579.83,15.31,12,Monthly,Debt_Consolidation,Male,13-Dec-1958,Widowed,,Telecom,49,755.91,2,,OneMoney,Midlands HIP4893,1,2025-12-19,2026-01-05,2026-02-09,2026-12-31,21120.13,90.22,12,Monthly,Working_Capital,Male,16-Dec-2004,,,Telecom,32,912.75,2,Property,EcoCash,Mashonaland_West QYD4372,0,2026-01-09,2026-01-21,2026-02-22,2026-07-20,1602.28,86.24,6,Monthly,Vehicle,Male,12-Nov-1969,Married,4,Telecom,18,809.82,0,None,EcoCash,Harare UMB7309,0,2025-05-09,2025-05-19,2025-06-16,2026-05-14,1889.56,109.66,12,Monthly,Vehicle,Female,08-May-1998,Married,4,Retail_Trade,65,330.1,4,Savings,Bank_Transfer,Matabeleland_South UUC5284,0,2025-10-01,2025-10-06,2025-11-02,2026-01-04,1233.6,15.06,3,Monthly,,Female,26-Oct-2005,Divorced,0,Retail_Trade,8,351.1,5,Vehicle,Cash,Mashonaland_East NEE1107,0,2025-01-10,2025-01-27,2025-03-08,2026-01-22,2562.41,120.61,12,Monthly,Medical,Male,22-Dec-1980,Widowed,0,Government,49,595.67,2,Vehicle,Bank_Transfer,Harare CFX4186,4,2025-08-05,2025-08-25,2025-09-19,2027-08-15,36163.61,16.52,24,Monthly,Vehicle,Male,24-Apr-1987,Married,2,Telecom,56,,1,Property,EcoCash,Mashonaland_East ITI2049,0,2025-06-25,2025-07-05,2025-08-06,2027-06-25,1639.63,110.17,24,Bi-Weekly,Farming_Inputs,Female,11-Nov-1996,Married,3,Government,46,,2,,Cash,Mashonaland_East PKW9888,3,2025-03-20,2025-03-23,2025-05-07,2026-03-18,891.57,13.61,12,Monthly,School_Fees,Male,06-Jul-1997,Divorced,5,Agriculture,107,394.2,4,Guarantor,EcoCash,Bulawayo CUM8119,0,2025-12-07,2025-12-28,2026-01-27,2026-12-23,11464.81,15.75,12,Bi-Weekly,Funeral,Male,24-Nov-1991,Married,3,Mining,155,1183.79,0,Vehicle,EcoCash,Harare KOQ9260,4,2025-09-20,2025-10-07,2025-11-12,2029-09-16,9298.91,,48,Monthly,,Male,22-Aug-2005,Married,2,Education,21,485.89,2,Property,Bank_Transfer,Harare KBD2546,3,2025-08-04,2025-08-15,2025-09-26,2026-08-10,587.23,14.82,12,Monthly,Rent,Male,19-Jan-1984,Married,,Agriculture,150,170.81,2,Guarantor,InnBucks,Harare XNO2459,2,2025-09-01,2025-09-22,2025-10-28,2026-03-21,1600.37,83.42,6,Bi-Weekly,Equipment,Male,21-Feb-1991,Married,4,Agriculture,43,245.45,4,Guarantor,Cash,Manicaland OSP5135,3,2025-03-02,2025-03-09,2025-04-08,2025-09-05,2298.68,17.11,6,Monthly,Rent,Male,28-Oct-2006,Single,,,7,405.38,3,Savings,Cash,Manicaland NUK3247,2,2025-06-17,2025-06-29,2025-08-02,2026-06-24,2617.88,73.04,12,Monthly,Working_Capital,Female,03-Sep-1972,Married,0,Agriculture,105,,0,Livestock,EcoCash,Bulawayo LDP7138,2,2026-01-03,2026-01-17,2026-02-14,2026-10-14,5162.85,75.97,9,Bi-Weekly,Farming_Inputs,Male,30-May-2002,Married,2,Manufacturing,30,,0,Livestock,EcoCash,Mashonaland_West AGO9562,3,2025-10-21,2025-11-10,2025-12-07,2026-11-05,552.19,14.82,12,Monthly,School_Fees,Female,27-Mar-1995,Single,3,Agriculture,43,314.01,1,Vehicle,Cash,Matabeleland_South EVF8193,1,2025-09-06,2025-09-11,2025-10-24,2028-08-26,3276.61,12.12,36,Monthly,Business_Expansion,Male,02-Dec-1990,Married,3,Agriculture,33,222.12,2,None,Bank_Transfer,Matabeleland_North JLG0654,1,2025-07-02,2025-07-17,2025-08-20,2026-07-12,34428.09,14.07,12,Monthly,Business_Expansion,Female,20-Jan-2003,Single,,Telecom,20,1349.13,2,Vehicle,EcoCash,Mashonaland_Central RUI6084,3,2025-08-01,2025-08-15,2025-09-17,2027-08-05,1976.43,15.97,24,Monthly,Medical,Male,12-May-1981,Married,4,Manufacturing,12,677.35,3,None,EcoCash,Matabeleland_North POJ2149,0,2025-11-19,2025-11-28,2026-01-05,2026-11-23,350.54,116.52,12,Monthly,Farming_Inputs,Male,08-Aug-1977,Married,5,Informal_Sector,9,60.58,1,Guarantor,EcoCash,Matabeleland_North ILZ5501,3,2025-05-24,2025-06-03,2025-07-03,2026-11-25,3923.26,78.5,18,Bi-Weekly,Debt_Consolidation,Female,11-May-1999,Single,3,Education,19,683.92,0,Guarantor,InnBucks,Masvingo IDF1632,0,2025-06-03,2025-06-10,2025-07-07,2025-12-07,4343.77,116.14,6,Monthly,Equipment,Female,08-Apr-1993,Married,0,Construction,52,849.0,5,None,OneMoney,Harare NTI7053,0,2025-10-09,2025-10-21,2025-11-15,2026-04-19,4658.5,16.1,6,Weekly,Medical,Male,18-Aug-1994,Married,3,Government,83,802.73,0,Savings,EcoCash,Manicaland COB7179,3,2025-03-20,2025-04-04,2025-05-07,2025-10-01,938.41,15.95,6,Weekly,Debt_Consolidation,Male,07-May-1999,Divorced,2,Agriculture,11,,1,None,Cash,Harare IWW3189,0,2024-12-21,2025-01-06,2025-02-07,2025-07-05,903.45,119.71,6,Monthly,Personal,Female,03-Feb-1987,Married,2,Construction,36,580.91,3,Savings,OneMoney,Masvingo XZR3521,5,2025-10-22,2025-11-09,2025-12-04,2025-12-09,1157.07,146.74,1,Monthly,Rent,Male,15-Jan-1976,Widowed,6,Construction,118,745.06,1,Guarantor,OneMoney,Masvingo LDX4603,4,2025-12-19,2025-12-20,2026-02-03,2026-12-15,4983.27,13.61,12,Monthly,Home_Improvement,Male,13-Sep-1956,Married,4,Education,71,300.68,0,None,Bank_Transfer,Harare COL7939,0,2026-01-23,2026-02-13,2026-03-14,2028-02-03,5892.32,15.52,24,Weekly,,Male,18-Nov-1987,Married,1,Healthcare,91,1131.22,5,Vehicle,Cash,Mashonaland_East BAY5313,0,2025-11-22,2025-12-11,2026-01-21,2026-03-11,2041.73,15.58,3,Monthly,Personal,Female,14-Aug-1989,Married,3,Government,194,446.97,1,Savings,InnBucks,Manicaland MWQ8997,1,2025-08-17,2025-08-30,2025-09-28,2027-02-21,3943.8,17.85,18,Monthly,Working_Capital,Male,17-Oct-1996,Single,0,Retail_Trade,102,415.78,0,None,EcoCash,Mashonaland_East QTK4473,5,2025-06-09,2025-06-12,2025-07-11,2025-08-11,467.89,129.73,2,Monthly,Rent,Male,09-Feb-1982,Married,2,Agriculture,51,407.78,0,None,Bank_Transfer,Midlands ALV8552,1,2025-01-12,2025-01-25,2025-03-07,2027-01-15,6444.44,104.01,24,Monthly,Equipment,Male,20-Aug-1963,Married,2,Informal_Sector,16,298.63,1,Property,EcoCash,Mashonaland_East VPX7439,5,2025-12-02,2025-12-08,2026-01-19,2026-03-08,402.42,155.73,3,Weekly,Rent,Male,13-Feb-1971,Divorced,0,Retail_Trade,115,,2,None,InnBucks,Harare HLU8266,4,2025-08-14,2025-08-24,2025-10-02,2029-08-03,5708.84,85.27,48,Monthly,,Male,29-Nov-1966,Divorced,7,Retail_Trade,120,325.59,1,None,EcoCash,Manicaland BBH4360,2,2025-04-23,2025-05-05,2025-05-28,2027-04-25,2065.45,14.43,24,Bi-Weekly,Working_Capital,Male,02-Mar-1978,Divorced,6,Retail_Trade,68,564.23,0,None,EcoCash,Manicaland KGT7542,3,2025-02-11,2025-03-02,2025-04-05,2026-02-25,4698.33,72.35,12,Monthly,Personal,Male,28-Jun-2007,Single,2,,5,1524.27,0,Property,Bank_Transfer,Harare UKJ5118,0,2025-08-02,2025-08-19,2025-09-17,2027-02-10,1079.22,112.5,18,Bi-Weekly,Farming_Inputs,Female,24-May-1998,Married,5,Transport,62,346.69,3,,EcoCash,Harare DHN0432,1,2025-02-19,2025-02-25,2025-04-10,2028-02-10,5351.7,105.44,36,Monthly,Equipment,Male,31-Oct-2005,Single,1,Education,15,541.0,0,Livestock,OneMoney,Matabeleland_South DQT3826,0,2025-04-20,2025-05-01,2025-06-14,2025-10-28,464.04,153.98,6,Monthly,Vehicle,Female,21-Jan-1961,Single,1,Informal_Sector,50,174.95,0,None,Bank_Transfer,Harare SUH9864,2,2025-03-01,2025-03-03,2025-03-28,2026-02-26,6651.26,11.43,12,Monthly,Working_Capital,Male,09-Oct-1993,Married,3,Informal_Sector,25,596.76,2,Property,EcoCash,Manicaland SQU9444,0,2025-01-23,2025-02-02,2025-03-08,2027-01-23,1412.13,141.15,24,Monthly,Medical,Male,10-Feb-2004,Single,0,Agriculture,17,358.62,1,None,Bank_Transfer,Mashonaland_Central LUM2519,5,2025-12-04,2025-12-12,2026-01-06,2026-01-11,264.31,133.5,1,Bi-Weekly,Personal,Male,02-Aug-1983,Single,3,Agriculture,35,148.95,5,Savings,EcoCash,Midlands OQJ3928,0,2024-12-18,2025-01-04,2025-02-09,2026-06-28,5415.92,107.66,18,Weekly,Working_Capital,Male,09-Mar-1989,Widowed,2,,60,729.06,0,None,Bank_Transfer,Mashonaland_West HPP1357,2,2025-06-03,2025-06-11,2025-07-16,2026-03-08,3948.83,13.04,9,Monthly,Farming_Inputs,Male,12-Sep-2000,Single,2,Education,16,569.25,3,Property,Cash,Bulawayo NFN5277,2,2025-04-08,2025-04-21,2025-05-17,2026-10-13,7338.31,11.06,18,Monthly,Equipment,Male,23-Apr-1977,Married,4,Retail_Trade,52,849.52,3,Livestock,EcoCash,Masvingo TUV0623,1,2025-02-28,2025-03-11,2025-04-17,2026-03-06,3650.21,135.59,12,Monthly,Working_Capital,Female,17-Apr-1986,Married,5,Healthcare,111,574.04,2,None,Bank_Transfer,Matabeleland_North OPM2941,1,2025-04-18,2025-05-04,2025-05-28,2028-04-18,15413.69,15.31,36,Monthly,Stock_Purchase,Male,13-Jul-1980,Widowed,7,Finance,41,1287.63,0,Property,Cash,Harare KOQ5431,0,2025-12-01,2025-12-04,2026-01-12,2027-05-28,3806.29,105.36,18,Monthly,Business_Expansion,Male,08-Nov-1969,Widowed,3,Informal_Sector,45,,1,Guarantor,InnBucks,Bulawayo GAP4265,2,2025-05-27,2025-06-11,2025-07-08,2026-06-06,3732.27,104.88,12,Monthly,Equipment,Female,14-Aug-1991,Married,4,Manufacturing,,311.84,5,Guarantor,EcoCash,Mashonaland_Central BNZ3638,2,2025-04-27,2025-05-06,2025-06-20,2027-04-26,2485.0,13.34,24,Weekly,Working_Capital,Male,12-Jan-2006,Single,1,Retail_Trade,,755.93,0,None,Bank_Transfer,Harare TBJ8716,2,2025-06-25,2025-07-10,2025-08-22,2027-06-30,4349.87,71.82,24,Weekly,Farming_Inputs,Female,22-Dec-1981,Married,2,Informal_Sector,10,461.01,1,Vehicle,Bank_Transfer,Harare HWJ0779,2,2025-12-29,2026-01-02,2026-02-16,2027-12-23,4870.38,100.61,24,Monthly,Equipment,Male,07-Oct-1991,Married,2,Government,41,660.31,0,Guarantor,Bank_Transfer,Mashonaland_West KRS2351,4,2025-05-09,2025-05-10,2025-06-20,2028-04-24,8819.87,21.17,36,Monthly,Vehicle,Female,10-Oct-1986,Married,2,Education,,471.7,0,Vehicle,Bank_Transfer,Midlands POK7367,2,2026-02-02,2026-02-14,2026-03-21,2027-02-09,5588.02,116.48,12,Bi-Weekly,Working_Capital,Female,07-Dec-1965,Married,1,NGO,60,617.56,2,Savings,EcoCash,Midlands WGB8580,2,2025-03-25,2025-04-03,2025-05-16,2026-03-29,13829.61,114.55,12,Monthly,Farming_Inputs,Male,06-Aug-1970,Married,4,Retail_Trade,106,895.46,6,Property,Bank_Transfer,Mashonaland_West OBR1097,3,2025-05-31,2025-06-12,2025-07-24,2026-12-04,432.36,13.38,18,Monthly,Debt_Consolidation,Female,31-Mar-1996,Divorced,3,Construction,71,,2,Guarantor,Bank_Transfer,Mashonaland_West DVA4039,1,2025-05-22,2025-05-29,2025-07-06,2026-05-24,2905.79,,12,Monthly,Equipment,Male,23-Jun-1983,Married,4,Education,76,312.45,1,Guarantor,EcoCash,Midlands WZJ6385,1,2026-02-25,2026-02-26,2026-03-26,2027-02-21,4761.89,12.69,12,Monthly,Business_Expansion,Female,05-Mar-1989,Single,3,Agriculture,77,435.62,4,Vehicle,InnBucks,Matabeleland_South POE3029,0,2025-12-24,2025-12-28,2026-02-03,2026-12-23,1355.55,17.46,12,Monthly,Personal,Female,26-Feb-1973,Married,,Retail_Trade,,340.01,2,Livestock,,Mashonaland_West VBV5612,3,2025-05-13,2025-05-22,2025-06-17,2026-11-13,598.57,15.01,18,Monthly,School_Fees,Female,31-Dec-1984,Married,4,Informal_Sector,,270.38,2,Guarantor,EcoCash,Harare XQL1805,3,2026-01-05,2026-01-09,2026-02-18,2027-07-03,1355.69,12.31,18,Bi-Weekly,Medical,,30-Mar-1988,Single,3,Informal_Sector,,,4,None,Cash,Mashonaland_West EQL6505,1,2026-02-22,2026-02-23,2026-04-08,2026-08-22,2140.16,125.63,6,Monthly,Business_Expansion,Male,01-Mar-1995,Single,2,Informal_Sector,13,254.29,0,Guarantor,Bank_Transfer,Masvingo YPX7414,1,2025-12-01,2025-12-19,2026-02-02,2026-12-14,8995.47,14.61,12,Bi-Weekly,Business_Expansion,Male,20-Feb-1974,Divorced,4,Retail_Trade,,581.11,2,Livestock,Bank_Transfer,Harare CIT9706,0,2025-08-27,2025-09-07,2025-10-14,2026-03-06,411.33,119.32,6,Monthly,Medical,Female,03-Aug-2006,Single,2,Manufacturing,13,349.1,0,Vehicle,EcoCash,Midlands PSE6800,0,2025-08-20,2025-09-04,2025-10-13,2027-08-25,1747.41,114.59,24,Monthly,Debt_Consolidation,Male,18-May-1995,Married,1,Construction,13,450.23,1,,EcoCash,Masvingo BBC9404,3,2025-11-05,2025-11-19,2026-01-01,2027-11-09,417.04,15.85,24,Monthly,Rent,Male,19-Oct-1989,Married,0,Informal_Sector,8,262.8,2,None,Cash,Matabeleland_South JRG4072,3,2025-03-31,2025-04-02,2025-05-02,2027-03-23,495.66,15.55,24,Monthly,Medical,Male,29-Jan-1977,Married,4,Retail_Trade,14,,0,Savings,Bank_Transfer,Midlands FTS3076,0,2025-06-29,2025-07-04,2025-08-02,2026-06-29,1228.78,16.83,12,Monthly,School_Fees,Male,06-Oct-1965,Married,3,Informal_Sector,38,242.37,3,Livestock,Cash,Harare ZSD6556,0,2025-07-15,2025-08-05,2025-09-02,2025-11-03,4286.4,17.46,3,Monthly,Farming_Inputs,Male,11-Feb-1994,Divorced,3,Mining,65,862.7,1,,Cash,Manicaland SKO8584,0,2025-05-21,2025-06-02,2025-07-04,2026-05-28,4657.98,16.18,12,Monthly,Medical,Male,24-Jan-1965,Single,5,Finance,56,1596.59,2,Guarantor,OneMoney,Manicaland JOY1325,0,2025-06-17,2025-06-27,2025-07-25,2026-06-22,6833.24,139.67,12,Monthly,School_Fees,Male,15-Jan-1995,Single,4,Finance,90,1554.42,1,None,InnBucks,Harare YEY2871,1,2025-04-02,2025-04-08,2025-05-12,2028-03-23,4996.13,118.51,36,Monthly,Working_Capital,Male,08-Jun-1985,Divorced,6,Education,43,339.3,4,None,Cash,Mashonaland_West RVO6834,3,2025-01-29,2025-02-06,2025-03-08,2027-01-27,1137.7,14.41,24,Monthly,Debt_Consolidation,Male,05-Nov-1995,Divorced,2,Education,11,315.29,1,Savings,Cash,Midlands CLY8255,5,2026-01-07,2026-01-22,2026-02-16,2026-02-21,1600.56,126.2,1,Monthly,Personal,Female,31-Mar-1964,Widowed,6,Mining,123,941.07,2,Vehicle,EcoCash,Harare ITA1163,5,2025-05-03,2025-05-04,2025-06-10,2025-08-02,1018.71,136.06,3,Monthly,Funeral,Male,09-May-1998,Married,1,Informal_Sector,38,438.85,3,None,Bank_Transfer,Harare OTL4174,0,2025-01-16,2025-01-30,2025-03-02,2026-01-25,6376.6,15.89,12,Bi-Weekly,Personal,Female,30-Apr-1997,Married,4,Mining,2,,1,Vehicle,EcoCash,Matabeleland_South HSF0753,1,2025-06-23,2025-07-14,2025-08-13,2027-07-04,5741.31,10.65,24,Monthly,Stock_Purchase,Male,05-Dec-1992,Married,5,Education,,259.43,3,,OneMoney,Matabeleland_South DXH0163,1,2025-05-07,2025-05-11,2025-06-25,2027-05-01,10250.02,100.78,24,Monthly,Business_Expansion,Male,10-Oct-1973,Married,5,Transport,72,,2,Property,Bank_Transfer,Bulawayo KNE4050,2,2025-05-27,2025-06-08,2025-07-07,2025-12-05,1935.17,81.53,6,Monthly,Equipment,Male,28-May-2001,Married,1,Informal_Sector,9,178.35,5,Guarantor,EcoCash,Harare WJD3556,3,2025-04-22,2025-05-13,2025-06-15,2027-05-03,3463.79,12.55,24,Monthly,Medical,Male,17-Jul-1972,Married,4,Mining,26,871.07,5,None,EcoCash,Matabeleland_North ZWM0368,0,2025-12-21,2025-12-31,2026-01-28,2026-03-31,977.27,91.69,3,Monthly,School_Fees,Male,16-May-1980,Widowed,5,Informal_Sector,11,500.69,1,Property,EcoCash,Mashonaland_East JVL2234,2,2025-03-07,2025-03-25,2025-04-20,2026-03-20,10705.64,90.12,12,Monthly,Farming_Inputs,Female,15-Jun-1990,Single,2,Healthcare,91,842.17,1,Savings,Bank_Transfer,Harare TFL7433,2,2025-11-05,2025-11-10,2025-12-20,2026-05-09,4870.18,119.46,6,Monthly,Farming_Inputs,Female,26-Oct-2002,Single,1,Government,59,749.21,0,Property,OneMoney,Mashonaland_Central RPO5369,3,2025-12-03,2025-12-06,2026-01-05,2027-05-30,306.88,76.86,18,Monthly,Medical,Male,25-Mar-1997,Married,1,Informal_Sector,23,83.42,3,None,Bank_Transfer,Matabeleland_South PMZ0494,0,2025-07-23,2025-07-25,2025-08-23,2025-10-23,2251.44,129.02,3,Monthly,Debt_Consolidation,Male,10-Nov-1965,Married,4,Informal_Sector,5,309.56,2,Guarantor,EcoCash,Bulawayo AVF3622,2,2025-03-25,2025-04-13,2025-05-13,2027-04-03,2176.3,100.69,24,Monthly,Farming_Inputs,Female,15-Jul-1993,Married,,Construction,128,250.83,1,Property,InnBucks,Harare BNC1936,3,2025-08-31,2025-09-11,2025-10-06,2026-03-10,2679.94,19.55,6,Bi-Weekly,Medical,Male,10-Sep-1994,Married,2,Manufacturing,75,945.86,1,Livestock,EcoCash,Matabeleland_North ITO5690,0,2025-06-26,2025-06-28,2025-08-10,2026-12-20,1636.43,17.36,18,Monthly,Medical,Female,18-Apr-1976,Married,7,,147,740.7,2,None,EcoCash,Mashonaland_East JVC1192,3,2025-07-25,2025-08-10,2025-09-05,2027-02-01,1789.61,10.39,18,Monthly,School_Fees,Female,27-Aug-1979,Married,8,Manufacturing,40,621.19,1,,OneMoney,Bulawayo WND5424,0,2025-11-27,2025-12-15,2026-01-27,2026-06-13,1630.1,119.32,6,Monthly,Wedding,Female,18-Jul-1995,Single,6,Education,91,384.23,5,None,Bank_Transfer,Harare LPV6023,5,2025-11-11,2025-11-12,2025-12-15,2026-02-10,2429.72,149.17,3,Monthly,Medical,Male,18-Aug-2002,Single,0,Retail_Trade,6,1108.19,2,None,Bank_Transfer,Harare RMM5581,0,2025-08-16,2025-08-23,2025-09-24,2026-02-19,3092.4,17.41,6,Monthly,Equipment,Male,09-May-1985,Married,3,Education,118,,8,Guarantor,Cash,Mashonaland_East MYA1487,0,2025-04-16,2025-05-04,2025-06-16,2027-04-24,979.08,111.32,24,Monthly,Funeral,Male,12-Aug-1972,Divorced,7,Education,109,411.46,1,Savings,EcoCash,Mashonaland_East MQJ4227,3,2025-07-29,2025-08-03,2025-09-06,2027-07-24,442.86,14.13,24,Monthly,Personal,Male,03-Oct-1984,Divorced,2,Agriculture,104,145.49,1,Savings,EcoCash,Manicaland ZVZ0289,0,2025-12-24,2026-01-06,2026-02-20,2026-04-06,13659.19,15.34,3,Monthly,Home_Improvement,Male,07-Feb-2004,Single,0,Telecom,7,2083.76,0,Savings,OneMoney,Harare BJO4950,1,2026-02-27,2026-02-28,2026-04-09,2027-02-23,3998.79,121.13,12,Monthly,Business_Expansion,Female,29-Feb-1996,Married,2,Government,,638.88,0,Vehicle,OneMoney,Mashonaland_Central YJP3297,0,2025-09-27,2025-10-18,2025-11-18,2026-10-13,1008.06,18.45,12,Bi-Weekly,Farming_Inputs,Male,20-Mar-1977,Married,6,Agriculture,133,180.74,1,None,Bank_Transfer,Harare FHK4733,2,2025-06-19,2025-06-29,2025-08-12,2026-12-21,10729.14,10.68,18,Monthly,Farming_Inputs,Male,26-Jan-1961,Widowed,2,Government,19,708.73,0,Savings,EcoCash,Harare SYZ5307,2,2025-10-21,2025-11-08,2025-12-03,2027-05-02,6015.03,101.22,18,Weekly,Farming_Inputs,Female,12-Nov-1980,Married,3,Government,83,709.33,0,Property,Bank_Transfer,Bulawayo VDD2367,0,2025-10-06,2025-10-17,2025-11-12,2026-10-12,2119.43,109.79,12,Monthly,Business_Expansion,Female,13-Jan-1990,Divorced,1,,69,492.54,1,None,EcoCash,Harare OZK0553,4,2026-02-08,2026-02-11,2026-03-20,2027-08-05,6117.83,14.7,18,Monthly,Equipment,Male,21-Apr-1994,Married,2,Agriculture,140,214.17,2,Property,EcoCash,Mashonaland_East IFM9840,4,2025-05-18,2025-05-26,2025-07-04,2026-05-21,10228.69,16.17,12,Monthly,Equipment,Male,03-Apr-1980,Widowed,4,Retail_Trade,130,1024.46,2,,InnBucks,Harare DYP9712,4,2025-07-01,2025-07-14,2025-08-28,2027-07-04,10463.74,16.21,24,Monthly,Vehicle,Male,09-Mar-2006,Married,,Informal_Sector,7,433.08,3,Savings,EcoCash,Masvingo UQB7091,3,2025-06-12,2025-06-14,2025-07-09,2026-06-09,914.63,18.53,12,Weekly,Medical,Male,05-Apr-2004,Married,,Agriculture,,162.95,1,None,Bank_Transfer,Bulawayo TKH8797,0,2025-06-01,2025-06-18,2025-07-25,2026-06-13,4999.49,15.8,12,Bi-Weekly,Rent,Female,10-Jul-1969,Married,4,Informal_Sector,17,517.21,1,None,EcoCash,Mashonaland_West JOL1871,0,2025-08-26,2025-09-06,2025-10-16,2025-12-05,932.61,16.56,3,Weekly,Working_Capital,Female,28-Jul-1964,Divorced,3,Agriculture,76,,4,None,Bank_Transfer,Harare ZGH3464,4,2025-01-27,2025-02-17,2025-03-21,2028-02-02,13253.41,18.96,36,Monthly,Home_Improvement,Female,21-Oct-2002,Single,0,Manufacturing,36,723.99,8,Guarantor,Bank_Transfer,Mashonaland_West CPV1788,5,2025-12-19,2026-01-03,2026-01-28,2026-02-02,340.33,158.85,1,Monthly,Rent,Male,20-Jan-1981,Married,,Informal_Sector,25,186.17,0,None,EcoCash,Harare VCQ4561,0,2025-10-11,2025-10-21,2025-11-16,2026-10-16,124.38,101.78,12,Monthly,Equipment,Male,16-Jun-1994,Married,2,Informal_Sector,19,102.85,2,None,InnBucks,Harare XVJ1667,0,2025-09-09,2025-09-27,2025-11-10,2027-09-17,1656.15,126.74,24,Monthly,Wedding,Male,19-Oct-1992,Married,4,Manufacturing,72,315.14,2,None,Cash,Harare THF6432,4,2025-03-27,2025-03-28,2025-04-23,2028-03-12,6864.28,19.02,36,Monthly,Home_Improvement,Female,14-Oct-1968,Widowed,6,Construction,80,338.64,0,Savings,Bank_Transfer,Harare DBL9760,4,2025-11-22,2025-12-07,2026-01-08,2029-11-16,30963.81,21.24,48,Monthly,Vehicle,Male,25-Feb-1996,Single,5,Construction,52,949.71,3,,Cash,Harare TXI5549,0,2025-11-17,2025-12-07,2026-01-09,2026-03-07,2144.8,14.38,3,Monthly,Medical,Male,06-Sep-1995,Married,2,Informal_Sector,8,629.94,0,None,OneMoney,Harare DBY9220,0,2024-12-24,2025-01-04,2025-02-18,2026-06-28,3106.07,113.36,18,Monthly,Farming_Inputs,Male,08-Nov-1975,Married,1,Retail_Trade,21,709.7,1,Property,Cash,Harare SHM4954,3,2026-02-01,2026-02-16,2026-03-16,2027-08-10,2043.36,18.03,18,Bi-Weekly,Personal,Female,02-May-1984,Married,,Finance,86,,2,None,EcoCash,Bulawayo LAV1102,0,2025-01-26,2025-02-09,2025-03-19,2026-08-03,724.73,123.13,18,Bi-Weekly,,Female,04-Oct-1996,Single,2,Telecom,97,553.49,2,Property,Bank_Transfer,Harare IAP7997,4,2025-02-01,2025-02-15,2025-03-20,2028-01-31,17891.4,17.72,36,Weekly,Vehicle,Female,07-Oct-1987,Married,2,Government,130,557.11,1,Livestock,Bank_Transfer,Harare NML0074,0,2025-10-14,2025-10-21,2025-12-04,2026-10-16,1909.93,15.93,12,Monthly,Personal,Female,20-Jun-1998,Married,2,Construction,43,290.32,6,Guarantor,Cash,Mashonaland_West TFB2931,0,2025-07-04,2025-07-17,2025-08-22,2026-01-13,688.18,133.67,6,Monthly,Working_Capital,Male,22-Apr-1990,Married,,Agriculture,41,182.89,2,Savings,OneMoney,Mashonaland_Central KGG6179,0,2026-01-29,2026-02-19,2026-03-28,2027-02-14,1629.53,14.86,12,Bi-Weekly,Livestock,Male,28-Jun-1987,Married,1,Informal_Sector,13,553.97,2,Guarantor,EcoCash,Harare FHK0449,0,2026-01-16,2026-01-30,2026-03-14,2026-04-30,3681.22,115.97,3,Monthly,Medical,Female,09-Aug-1971,Widowed,0,Finance,33,830.47,4,None,EcoCash,Mashonaland_East ZYK1198,4,2025-08-16,2025-08-21,2025-09-26,2027-08-11,3521.38,111.32,24,Monthly,Equipment,Female,28-Nov-1994,Married,2,Agriculture,26,180.99,5,Vehicle,Bank_Transfer,Harare VFY2783,2,2025-03-25,2025-04-05,2025-05-17,2027-03-26,2658.73,109.53,24,Monthly,Livestock,Male,03-Jul-1968,Married,4,Transport,23,,0,Savings,EcoCash,Manicaland AWP9999,1,2025-02-02,2025-02-05,2025-03-14,2026-01-31,22894.47,89.11,12,Monthly,Business_Expansion,Male,05-Sep-1968,Married,3,Finance,62,1059.58,1,Livestock,Cash,Masvingo SVW2890,0,2025-05-17,2025-05-21,2025-06-23,2026-05-16,1962.85,17.16,12,Monthly,Equipment,Male,03-May-1968,Married,4,Retail_Trade,62,369.15,2,Property,EcoCash,Harare GQP2345,0,2025-03-04,2025-03-16,2025-04-10,2027-03-06,4003.86,114.27,24,Bi-Weekly,Livestock,Female,16-Nov-1956,Divorced,5,Telecom,72,470.42,1,Livestock,InnBucks,Bulawayo OLK6065,3,2025-11-01,2025-11-11,2025-12-06,2027-05-05,2926.93,69.98,18,Monthly,Medical,Female,28-Jun-1985,Divorced,1,Finance,84,829.7,0,Savings,Bank_Transfer,Mashonaland_West XKI5123,2,2026-01-31,2026-02-19,2026-03-21,2027-02-14,4535.89,10.94,12,Bi-Weekly,Livestock,Female,10-Oct-1983,Single,2,Informal_Sector,14,290.05,2,Property,EcoCash,Masvingo EGV4508,4,2025-01-03,2025-01-12,2025-02-23,2026-01-07,10493.54,16.93,12,Monthly,Equipment,Male,19-Nov-1990,Single,1,Transport,37,,0,None,InnBucks,Bulawayo XIR6560,4,2025-10-10,2025-10-28,2025-11-25,2028-10-12,14416.76,19.61,36,Monthly,Home_Improvement,Male,19-Jun-1987,Married,2,Retail_Trade,89,654.99,2,Vehicle,Bank_Transfer,Mashonaland_Central NFK2500,1,2024-12-24,2025-01-14,2025-02-28,2026-01-09,9759.32,13.72,12,Monthly,Equipment,Female,16-Jul-1995,Single,2,Healthcare,6,656.19,0,Vehicle,Bank_Transfer,Harare INK4396,0,2026-01-04,2026-01-23,2026-02-17,2026-07-22,719.69,146.37,6,Monthly,,Male,03-Nov-1968,Divorced,7,Agriculture,18,,3,Savings,InnBucks,Matabeleland_North LNG9379,2,2025-12-30,2026-01-02,2026-02-06,2026-07-01,1778.19,106.72,6,Monthly,Farming_Inputs,Male,04-Jan-2005,Single,2,Education,,297.82,0,Property,EcoCash,Matabeleland_North WYG9998,0,2025-09-18,2025-10-08,2025-11-14,2026-01-06,1808.46,17.93,3,Monthly,Medical,Female,12-Jul-1971,Married,2,Agriculture,85,257.77,1,Guarantor,Bank_Transfer,Harare MHJ5555,3,2025-03-25,2025-04-06,2025-05-05,2027-03-27,825.49,10.22,24,Monthly,Medical,Female,02-Oct-1990,Married,2,Construction,14,,2,Guarantor,Cash,Mashonaland_Central CWI6595,2,2025-03-02,2025-03-15,2025-04-10,2026-03-10,2011.22,74.86,12,Monthly,Farming_Inputs,Male,18-Jun-1969,Married,3,Mining,36,322.48,1,Livestock,InnBucks,Harare JLZ3995,2,2025-10-11,2025-10-23,2025-11-23,2026-04-21,9533.01,9.51,6,Monthly,Farming_Inputs,Male,19-Aug-1999,Single,2,NGO,18,1303.33,0,Livestock,Bank_Transfer,Mashonaland_West GWN9320,1,2025-07-13,2025-07-24,2025-08-27,2026-07-19,16329.17,95.9,12,Monthly,Working_Capital,Male,23-Jan-2006,Single,0,Manufacturing,8,968.14,0,None,Bank_Transfer,Harare QLI3415,3,2026-02-19,2026-02-24,2026-03-21,2027-08-18,1116.03,16.08,18,Monthly,Medical,Male,19-Nov-1991,Married,2,Education,25,609.43,2,None,Bank_Transfer,Mashonaland_West ZAO1147,0,2025-11-22,2025-11-29,2026-01-04,2027-05-23,3319.21,16.13,18,Monthly,School_Fees,Male,27-Jun-1987,Married,2,Construction,,355.42,3,Property,EcoCash,Mashonaland_West BJA0530,1,2025-06-13,2025-07-01,2025-07-28,2026-12-23,30298.73,15.99,18,Monthly,Business_Expansion,Female,12-Sep-1995,Divorced,5,Finance,27,1168.96,2,Property,Cash,Mashonaland_East FZH5135,3,2025-01-13,2025-01-18,2025-02-25,2027-01-08,2148.96,11.29,24,Monthly,Medical,Male,26-Apr-1988,Married,,Retail_Trade,75,1116.33,0,None,EcoCash,Midlands ZCK8951,1,2025-05-13,2025-05-27,2025-07-06,2026-05-22,1720.0,13.46,12,Monthly,Business_Expansion,Female,13-Jul-1982,Single,3,,9,189.61,1,Guarantor,EcoCash,Harare UYB7252,1,2025-11-12,2025-12-01,2025-12-28,2028-11-15,7027.81,14.04,36,Monthly,Equipment,Female,10-Feb-1988,Married,4,Retail_Trade,73,917.79,3,Property,Cash,Masvingo KYF5284,1,2025-07-25,2025-08-08,2025-09-12,2027-07-29,3980.75,101.03,24,Monthly,Business_Expansion,Female,09-Oct-1964,Married,5,Manufacturing,81,452.08,3,Property,EcoCash,Mashonaland_West LZZ0602,4,2025-08-20,2025-08-24,2025-09-27,2028-08-08,5898.65,14.86,36,Monthly,Home_Improvement,Male,27-Apr-1963,Married,4,Government,,325.01,1,Guarantor,EcoCash,Mashonaland_West CRE4975,4,2025-04-29,2025-05-06,2025-05-28,2027-04-26,6284.5,16.72,24,Monthly,Vehicle,Male,18-Sep-1993,Married,3,Agriculture,80,309.43,3,None,Bank_Transfer,Harare WMM8716,1,2025-12-21,2026-01-02,2026-02-14,2027-12-23,7262.68,142.54,24,Monthly,Equipment,Male,26-Nov-1969,Single,2,Manufacturing,81,835.13,3,Property,OneMoney,Matabeleland_North VFC6338,4,2025-05-26,2025-06-08,2025-07-23,2028-05-23,6227.04,14.59,36,Monthly,Equipment,Male,06-Jun-1970,Divorced,2,Retail_Trade,121,451.47,4,Livestock,Bank_Transfer,Midlands BOH4540,0,2025-05-26,2025-06-08,2025-07-12,2026-06-03,3683.95,117.25,12,Weekly,Business_Expansion,Female,17-May-1972,Married,2,Informal_Sector,8,501.51,2,Guarantor,InnBucks,Harare MNK3254,4,2025-05-20,2025-05-23,2025-07-05,2029-05-02,2698.49,14.29,48,Monthly,Equipment,Female,06-Apr-1991,Divorced,5,Agriculture,93,231.44,0,Guarantor,EcoCash,Manicaland BOO1830,2,2025-11-07,2025-11-08,2025-12-06,2026-08-05,2250.32,9.24,9,Monthly,Working_Capital,Female,21-Oct-1962,Married,3,Government,125,580.91,3,Savings,EcoCash,Manicaland VLE0062,3,2025-09-04,2025-09-18,2025-10-19,2026-09-13,462.49,17.41,12,Monthly,Rent,Male,07-Jul-1999,Married,6,Informal_Sector,17,,3,Guarantor,Bank_Transfer,Mashonaland_West BRO3922,2,2025-08-04,2025-08-14,2025-09-10,2027-02-05,5258.17,111.17,18,Monthly,Farming_Inputs,Male,25-Jun-1967,Divorced,3,Transport,89,916.2,1,Livestock,EcoCash,Mashonaland_West MID4006,4,2025-06-08,2025-06-23,2025-07-20,2028-06-07,10015.96,19.48,36,Monthly,Vehicle,Female,16-Aug-2004,Single,0,Healthcare,,788.56,3,Guarantor,EcoCash,Masvingo PFU5510,0,2024-12-30,2025-01-10,2025-02-10,2025-04-10,893.15,15.04,3,Monthly,Wedding,Female,24-Mar-1970,Divorced,2,Agriculture,65,208.57,2,None,Bank_Transfer,Mashonaland_West AGD0324,1,2025-11-20,2025-12-01,2025-12-27,2028-11-15,3149.78,11.68,36,Monthly,Equipment,Female,10-May-1983,Married,2,Education,64,277.54,0,Guarantor,Bank_Transfer,Bulawayo JMM5929,0,2025-02-18,2025-03-02,2025-04-15,2026-02-25,2336.8,16.4,12,Monthly,Business_Expansion,Male,23-Jan-1969,Widowed,8,Healthcare,64,764.82,0,,EcoCash,Midlands NDN1828,0,2026-01-13,2026-01-22,2026-03-05,2028-01-12,1342.29,176.93,24,Bi-Weekly,Farming_Inputs,Female,19-Jul-1995,Married,3,Informal_Sector,33,214.5,1,None,Bank_Transfer,Harare ZDG7808,3,2025-11-25,2025-11-28,2026-01-11,2026-11-23,1815.91,13.2,12,Monthly,Medical,Female,26-Apr-1996,Married,3,Government,63,,1,None,EcoCash,Bulawayo SET0702,2,2025-09-16,2025-10-06,2025-10-28,2026-10-01,6180.74,12.22,12,Monthly,Farming_Inputs,Female,14-Jul-1983,Married,0,Informal_Sector,32,382.87,3,None,EcoCash,Matabeleland_South DFO6845,2,2025-06-18,2025-06-25,2025-08-03,2025-12-22,2906.39,89.03,6,Monthly,Farming_Inputs,Female,21-Nov-1978,Married,4,Government,121,786.55,2,Guarantor,EcoCash,Bulawayo JKN9521,1,2025-04-20,2025-05-11,2025-06-22,2026-05-06,38182.21,128.81,12,Monthly,Business_Expansion,Male,02-Jan-1962,Divorced,2,Telecom,106,2121.72,3,Property,Bank_Transfer,Harare SHS5892,3,2025-02-26,2025-03-19,2025-05-02,2026-09-10,1248.33,10.92,18,Monthly,Medical,Female,24-Apr-2005,Single,0,Government,37,841.11,3,Savings,InnBucks,Mashonaland_Central CUR6928,0,2026-01-23,2026-02-13,2026-03-19,2026-05-14,419.03,15.81,3,Monthly,Rent,Female,18-Aug-1984,Single,3,Agriculture,98,55.79,1,Vehicle,EcoCash,Bulawayo OBK5676,1,2025-04-28,2025-05-07,2025-06-09,2027-04-27,3312.43,14.04,24,Monthly,Business_Expansion,Male,01-Feb-1995,Single,2,Government,50,483.37,0,None,EcoCash,Mashonaland_Central WSV6530,4,2025-01-24,2025-02-11,2025-03-09,2027-02-01,5101.97,19.03,24,Monthly,Vehicle,Female,10-Jun-1983,Divorced,2,Government,82,433.86,0,Livestock,Cash,Midlands CBK6753,2,2025-08-05,2025-08-25,2025-09-28,2026-08-20,4889.32,71.15,12,Monthly,Farming_Inputs,Female,17-Dec-2001,Single,0,Informal_Sector,13,598.33,2,Guarantor,Bank_Transfer,Midlands RMB8469,2,2025-05-10,2025-05-14,2025-06-14,2026-11-05,2165.82,86.32,18,Monthly,Working_Capital,Male,06-Oct-1962,Married,5,Agriculture,120,351.73,1,Guarantor,Bank_Transfer,Bulawayo ZLH1705,1,2025-02-21,2025-03-13,2025-04-20,2027-03-03,4572.2,94.93,24,Monthly,Equipment,Female,16-Sep-2005,Single,2,Agriculture,15,273.9,2,Guarantor,InnBucks,Mashonaland_East AFN3652,3,2025-03-11,2025-03-24,2025-05-03,2027-03-14,268.91,17.97,24,Monthly,Personal,Male,16-Oct-1992,Married,6,,99,59.32,2,Guarantor,EcoCash,Harare ZFW9194,3,2025-11-28,2025-12-14,2026-01-09,2027-06-07,510.84,18.67,18,Monthly,Personal,Female,15-Mar-1965,Widowed,4,Informal_Sector,15,198.6,0,Guarantor,Cash,Masvingo ZKJ5260,2,2025-11-21,2025-11-27,2026-01-01,2027-05-21,6489.07,12.03,18,Monthly,Equipment,Male,16-Apr-1978,Married,2,Government,60,,3,Guarantor,EcoCash,Mashonaland_East TTT2711,1,2025-07-02,2025-07-20,2025-08-28,2026-07-15,1755.2,13.65,12,Monthly,Working_Capital,Male,04-Feb-1979,Married,3,Agriculture,,147.28,0,Guarantor,EcoCash,Harare BBT4470,0,2025-05-12,2025-05-26,2025-06-22,2026-05-21,2373.3,107.11,12,Monthly,Livestock,Female,28-Oct-1961,Married,,Retail_Trade,16,307.49,0,None,OneMoney,Harare SFN0970,0,2025-05-04,2025-05-24,2025-06-24,2026-11-15,1374.1,91.23,18,Monthly,Livestock,Male,18-Jun-1989,Divorced,3,Government,127,315.0,0,Guarantor,EcoCash,Harare XQN5432,2,2025-06-29,2025-07-08,2025-08-03,2026-01-04,2223.55,133.63,6,Weekly,Equipment,Male,17-Sep-1997,Single,3,Agriculture,11,180.05,0,Savings,Bank_Transfer,Matabeleland_South COI7295,0,2026-01-17,2026-01-29,2026-02-28,2026-07-28,5781.85,14.95,6,Monthly,Home_Improvement,Male,20-May-1994,Single,3,Telecom,45,974.39,3,Livestock,EcoCash,Harare KLD5054,1,2025-03-25,2025-04-01,2025-05-04,2025-09-28,4209.02,146.41,6,Monthly,Business_Expansion,Female,29-Nov-1994,Single,2,Education,64,293.09,5,Savings,Cash,Harare LTC1596,0,2025-08-18,2025-08-23,2025-09-25,2027-02-14,2475.25,137.34,18,Bi-Weekly,Home_Improvement,Female,19-Jan-1994,Married,,Agriculture,118,472.76,0,None,Cash,Manicaland OSI7867,0,2025-08-19,2025-09-01,2025-10-11,2027-08-22,1621.09,111.47,24,Weekly,Equipment,Male,14-Nov-1986,Divorced,6,Retail_Trade,94,740.93,2,Savings,EcoCash,Manicaland HQQ0270,0,2025-11-07,2025-11-11,2025-12-20,2026-11-06,779.02,16.73,12,Weekly,Business_Expansion,Male,24-Apr-1987,Divorced,2,Informal_Sector,13,86.1,0,Guarantor,Cash,Masvingo FAX2339,1,2025-04-22,2025-05-06,2025-06-14,2026-05-01,13991.54,136.79,12,Monthly,Stock_Purchase,Male,11-Sep-1990,Married,1,Finance,158,1171.17,3,Property,EcoCash,Bulawayo ZVT8721,0,2026-01-31,2026-02-16,2026-03-28,2027-02-11,2017.54,122.96,12,Bi-Weekly,Personal,Male,29-Jul-1992,Married,2,Manufacturing,102,911.47,1,Savings,Cash,Mashonaland_Central YPD7990,3,2025-09-26,2025-10-11,2025-11-07,2026-10-06,456.55,15.66,12,Monthly,Medical,Male,25-Sep-1979,Widowed,0,Informal_Sector,20,387.5,0,Guarantor,EcoCash,Mashonaland_West OGM1192,1,2025-11-13,2025-11-16,2025-12-24,2026-11-11,1964.69,79.39,12,Monthly,Business_Expansion,Male,27-Aug-1991,Married,2,Manufacturing,65,265.51,1,Savings,Cash,Mashonaland_East ACT7257,2,2025-11-21,2025-11-26,2025-12-28,2026-11-21,15727.94,115.19,12,Monthly,Equipment,Female,05-Oct-1963,Married,6,Mining,85,,0,None,EcoCash,Mashonaland_Central UCE1234,3,2025-04-23,2025-05-02,2025-06-06,2025-10-29,2147.96,14.93,6,Bi-Weekly,Debt_Consolidation,Male,26-Aug-1983,Divorced,5,Manufacturing,133,783.14,2,Guarantor,EcoCash,Harare SUQ0374,3,2025-09-29,2025-10-03,2025-11-09,2026-04-01,4804.67,11.83,6,Monthly,Personal,Male,08-Jan-1997,Single,4,Mining,25,1487.23,1,Guarantor,Cash,Harare MVG3260,3,2025-06-28,2025-07-05,2025-08-09,2027-06-25,1351.36,15.31,24,Weekly,School_Fees,Male,29-Apr-1994,Divorced,1,Finance,104,664.2,0,Savings,Cash,Masvingo ZNJ9314,1,2025-10-25,2025-11-14,2025-12-15,2026-11-09,26010.66,12.88,12,Monthly,Business_Expansion,Male,28-Jun-1965,Married,4,Finance,110,1509.26,2,,EcoCash,Mashonaland_East OND2913,1,2025-10-14,2025-10-28,2025-12-12,2027-04-21,20968.05,97.52,18,Monthly,Working_Capital,Female,17-Apr-1997,Single,1,Construction,51,789.07,5,Vehicle,Bank_Transfer,Masvingo ILU2951,1,2025-03-25,2025-04-12,2025-05-24,2026-10-04,8334.3,,18,Monthly,Equipment,Male,27-Sep-1985,Married,,Government,53,588.63,5,Property,InnBucks,Midlands ILW0381,0,2025-06-26,2025-07-15,2025-08-18,2027-01-06,2583.04,16.05,18,Weekly,Vehicle,Female,07-Dec-1983,Widowed,3,Informal_Sector,,381.71,0,Vehicle,Bank_Transfer,Bulawayo ZLF5237,1,2025-01-16,2025-01-20,2025-03-06,2027-01-10,1768.22,94.11,24,Monthly,Stock_Purchase,Female,25-Nov-2004,Single,1,Informal_Sector,11,114.67,3,Vehicle,Cash,Manicaland UNQ4162,5,2025-04-18,2025-04-20,2025-05-15,2025-07-19,851.98,115.08,3,Monthly,Personal,Male,13-Mar-1997,Single,4,Government,65,807.18,4,Savings,EcoCash,Bulawayo HCC3659,2,2025-12-03,2025-12-23,2026-02-02,2027-12-13,16559.86,107.91,24,Monthly,Working_Capital,Male,15-Apr-2006,Single,0,Mining,4,918.42,3,Livestock,EcoCash,Manicaland KQR6108,5,2025-07-22,2025-07-29,2025-08-28,2025-10-27,275.73,140.04,3,Bi-Weekly,Rent,Male,28-Sep-1961,Married,5,Retail_Trade,84,257.49,8,None,EcoCash,Harare XLN8445,2,2025-11-09,2025-11-12,2025-12-21,2027-05-06,2715.62,83.71,18,Monthly,Livestock,Female,31-May-1963,Married,0,Government,107,,3,None,Bank_Transfer,Harare EPR6798,1,2025-01-12,2025-01-20,2025-03-03,2026-01-15,23494.11,97.51,12,Bi-Weekly,Equipment,Female,11-Jul-1996,,,Finance,100,1971.22,0,Property,OneMoney,Mashonaland_Central ROA3504,2,2025-05-15,2025-06-05,2025-07-17,2027-05-26,4296.99,92.82,24,Monthly,Working_Capital,Female,04-Jul-1974,Married,7,Healthcare,24,336.5,1,None,EcoCash,Bulawayo GEC0457,2,2025-02-03,2025-02-23,2025-03-28,2026-02-18,2817.12,11.97,12,Monthly,Farming_Inputs,Male,23-Jun-1997,Married,1,Healthcare,44,819.63,2,Property,InnBucks,Mashonaland_West XED9607,4,2025-03-05,2025-03-16,2025-04-14,2026-09-07,7866.52,109.32,18,Monthly,Equipment,Male,20-Jul-1982,Married,4,Healthcare,86,484.0,1,Livestock,EcoCash,Manicaland KOZ8984,0,2025-10-14,2025-10-17,2025-11-19,2026-10-12,326.05,15.74,12,Monthly,Funeral,Male,15-Feb-2007,Single,0,Informal_Sector,9,159.02,1,,Bank_Transfer,Harare ZSL6084,2,2025-12-25,2026-01-04,2026-02-02,2026-12-30,6379.32,106.45,12,Monthly,Farming_Inputs,Female,01-Mar-1966,Married,2,Retail_Trade,87,514.27,2,None,EcoCash,Mashonaland_Central VQF8684,0,2025-10-07,2025-10-25,2025-11-26,2027-10-15,1581.1,16.61,24,Monthly,,Female,25-Jul-1980,Divorced,2,Government,,413.37,4,Savings,Bank_Transfer,Masvingo RPO2216,1,2025-12-23,2025-12-25,2026-01-19,2026-12-20,10015.16,14.23,12,Monthly,Business_Expansion,Female,22-Apr-1997,Single,3,Informal_Sector,6,453.3,2,Property,Bank_Transfer,Manicaland UYB8063,0,2025-10-30,2025-11-09,2025-12-16,2026-11-04,13231.22,148.76,12,Monthly,Farming_Inputs,Female,17-Apr-2004,Single,2,Mining,13,1657.54,1,Guarantor,EcoCash,Matabeleland_North EGZ4796,1,2024-12-29,2025-01-16,2025-02-26,2026-01-11,6128.0,139.7,12,Monthly,Stock_Purchase,Female,10-May-1990,Single,0,Transport,28,623.03,5,Property,InnBucks,Midlands SJZ8252,3,2024-12-20,2025-01-07,2025-02-13,2026-07-01,634.36,86.12,18,Monthly,Medical,Male,20-May-1965,Married,5,Agriculture,71,146.7,4,Livestock,EcoCash,Harare OTA2435,5,2025-04-29,2025-05-03,2025-06-13,2025-07-02,1592.98,144.76,2,Monthly,Rent,Female,20-Jun-1996,Divorced,1,Finance,35,829.35,1,None,Cash,Matabeleland_North ICK1089,2,2025-11-24,2025-12-06,2026-01-08,2027-05-30,3683.12,97.43,18,Monthly,Farming_Inputs,Male,22-Dec-1962,Married,5,Informal_Sector,15,,1,Livestock,EcoCash,Mashonaland_East ECO1908,3,2025-06-17,2025-07-03,2025-08-11,2027-06-23,273.48,17.82,24,Monthly,Debt_Consolidation,Female,16-Dec-1962,Married,4,Agriculture,159,82.86,0,Guarantor,InnBucks,Harare XDZ9260,0,2025-03-27,2025-04-14,2025-05-16,2027-04-04,1222.21,18.85,24,Monthly,Livestock,Male,29-May-1990,Married,,Manufacturing,47,265.58,0,None,InnBucks,Bulawayo XLJ0410,0,2025-01-12,2025-01-22,2025-02-20,2027-01-12,4480.74,84.4,24,Monthly,Wedding,Male,18-Feb-1980,,8,,33,1264.7,1,None,OneMoney,Mashonaland_Central LSM9312,0,2025-04-22,2025-04-27,2025-06-11,2026-04-22,1685.14,113.81,12,Monthly,Personal,Female,12-Nov-2005,Single,2,Informal_Sector,12,320.21,4,Guarantor,EcoCash,Manicaland MMS9463,2,2025-01-14,2025-01-19,2025-02-21,2026-01-14,745.51,99.1,12,Monthly,Farming_Inputs,Male,16-Jun-1978,Divorced,6,Agriculture,13,,0,,EcoCash,Harare XEI6088,1,2024-12-20,2025-01-02,2025-02-04,2026-12-23,9533.5,13.04,24,Monthly,Equipment,Male,24-Sep-1971,Divorced,5,Informal_Sector,14,468.52,2,Property,Bank_Transfer,Mashonaland_Central BUF7457,4,2025-02-24,2025-03-03,2025-03-28,2027-02-21,5964.18,16.96,24,Monthly,Home_Improvement,Female,26-Oct-1981,Married,0,Informal_Sector,46,464.75,1,Property,InnBucks,Harare QGW9320,4,2025-07-10,2025-07-17,2025-08-28,2029-06-26,7193.11,,48,Weekly,Equipment,Female,27-Apr-2002,Single,0,Informal_Sector,35,402.93,2,,Cash,Masvingo LKC2597,1,2025-07-12,2025-07-30,2025-08-28,2027-07-20,5481.15,12.16,24,Monthly,Equipment,Female,23-Oct-1993,Single,1,Mining,57,750.0,0,Vehicle,EcoCash,Matabeleland_North WMD0994,4,2025-12-15,2025-12-19,2026-01-15,2028-12-03,7912.41,17.83,36,Bi-Weekly,Home_Improvement,Male,28-Apr-1975,Married,1,Informal_Sector,26,355.0,4,Property,EcoCash,Bulawayo RRB4455,1,2025-04-24,2025-05-11,2025-06-12,2027-05-01,8173.97,104.49,24,Bi-Weekly,Stock_Purchase,Female,11-Jan-1996,Married,2,Government,47,790.29,0,None,EcoCash,Midlands YYX1233,3,2025-02-16,2025-03-05,2025-04-01,2026-02-28,1998.83,19.32,12,Monthly,Debt_Consolidation,Male,04-Feb-1971,Single,3,Healthcare,64,406.26,0,Savings,EcoCash,Harare FTW2672,3,2025-07-08,2025-07-10,2025-08-13,2026-07-05,1636.08,14.76,12,Weekly,School_Fees,Male,11-Aug-1986,Married,5,Retail_Trade,114,502.42,0,None,EcoCash,Mashonaland_Central SBJ7249,2,2025-01-09,2025-01-20,2025-02-26,2026-01-15,4148.67,106.32,12,Monthly,Working_Capital,Female,20-Sep-2006,Single,2,Agriculture,2,329.27,1,Savings,InnBucks,Mashonaland_Central ZJT9580,0,2025-09-18,2025-09-30,2025-11-06,2027-09-20,2485.46,135.38,24,Monthly,Wedding,Female,14-Oct-1988,Widowed,3,Retail_Trade,91,611.88,1,Vehicle,Bank_Transfer,Manicaland YQA3054,2,2025-08-06,2025-08-26,2025-09-26,2026-08-21,8802.83,15.06,12,Monthly,Farming_Inputs,Female,27-Jan-1992,Single,3,NGO,96,641.3,5,Guarantor,EcoCash,Harare JGJ8412,0,2025-11-15,2025-11-26,2026-01-08,2027-11-16,225.48,133.75,24,Monthly,Debt_Consolidation,Male,18-Feb-1991,Single,,Informal_Sector,47,117.97,5,None,Cash,Harare UJA9657,1,2025-07-10,2025-07-26,2025-09-03,2026-01-22,21405.86,147.09,6,Bi-Weekly,,Female,08-Apr-1998,Divorced,,Telecom,91,954.44,0,Vehicle,EcoCash,Midlands KSI7132,1,2025-06-01,2025-06-12,2025-07-20,2026-06-07,16793.98,13.33,12,Monthly,Equipment,Female,26-Dec-1978,Married,2,Government,156,667.11,0,Vehicle,EcoCash,Masvingo OGF9018,4,2025-11-17,2025-11-18,2025-12-28,2028-11-02,1392.33,15.85,36,Monthly,Home_Improvement,Female,18-Nov-1975,Married,4,Agriculture,46,74.48,2,Vehicle,EcoCash,Bulawayo KHZ9617,2,2025-09-06,2025-09-19,2025-10-28,2027-09-09,1351.49,10.0,24,Monthly,Farming_Inputs,Female,24-Mar-1991,Married,3,Agriculture,49,191.39,2,Livestock,EcoCash,Manicaland RXI4358,0,2025-07-30,2025-08-04,2025-09-03,2026-01-31,919.27,101.11,6,Monthly,Medical,Male,14-Aug-1981,Single,7,Retail_Trade,74,224.56,1,Guarantor,InnBucks,Mashonaland_Central QWK0300,2,2025-10-10,2025-10-31,2025-12-09,2026-10-26,23980.54,11.68,12,Monthly,Farming_Inputs,Male,26-Jan-1973,Married,3,Telecom,71,1472.3,0,Property,EcoCash,Masvingo BLU9500,3,2026-01-21,2026-01-29,2026-03-07,2027-07-23,1322.55,14.18,18,Monthly,Personal,Female,23-Apr-1983,Widowed,6,Manufacturing,139,537.85,1,None,EcoCash,Harare MNG0422,0,2025-04-13,2025-04-14,2025-05-12,2025-07-13,2223.25,16.31,3,Monthly,Livestock,Male,19-Sep-1998,Married,3,Mining,8,1013.65,1,Guarantor,OneMoney,Mashonaland_Central KBU8158,0,2025-07-09,2025-07-30,2025-08-28,2026-07-25,503.91,15.61,12,Bi-Weekly,Rent,Male,28-Nov-1983,Married,0,Manufacturing,29,312.38,1,Savings,EcoCash,Mashonaland_Central LKL3006,2,2025-02-02,2025-02-17,2025-03-19,2025-11-14,4929.7,81.87,9,Monthly,Working_Capital,Male,05-Jan-1987,Married,4,Informal_Sector,9,,6,None,InnBucks,Mashonaland_East GKL4338,3,2025-02-19,2025-03-07,2025-04-01,2025-09-03,604.36,11.49,6,Monthly,Debt_Consolidation,Male,27-Jul-1990,Single,6,Retail_Trade,94,327.24,3,None,Bank_Transfer,Bulawayo JWG6293,3,2025-01-17,2025-02-02,2025-03-17,2027-01-23,963.13,14.69,24,Monthly,School_Fees,Male,26-Jun-1985,Married,,Education,117,384.32,2,Guarantor,EcoCash,Harare QAW2515,0,2025-04-05,2025-04-14,2025-05-26,2025-10-11,495.94,155.72,6,Bi-Weekly,Vehicle,Male,22-Sep-2004,Single,0,Construction,30,140.97,2,,EcoCash,Bulawayo RRF4752,4,2025-01-09,2025-01-27,2025-02-27,2028-01-12,11718.97,19.68,36,Monthly,Equipment,Male,13-Jun-1998,Married,2,Construction,69,1036.05,2,None,InnBucks,Harare XNT6274,5,2025-03-16,2025-04-06,2025-05-01,2025-05-06,1559.39,173.65,1,Weekly,Medical,Male,16-Oct-1968,Married,2,Retail_Trade,27,809.29,1,None,Bank_Transfer,Masvingo GNG0750,2,2025-03-19,2025-03-25,2025-05-09,2026-03-20,7383.53,12.84,12,Monthly,Farming_Inputs,Male,08-Apr-1972,Married,3,NGO,58,1101.87,1,None,Bank_Transfer,Mashonaland_West BYM4470,3,2025-01-19,2025-01-26,2025-03-11,2025-07-25,1253.47,11.22,6,Bi-Weekly,Personal,Female,11-Nov-2004,Single,1,Education,,584.64,5,,Cash,Matabeleland_North PFI2164,0,2025-10-07,2025-10-11,2025-11-17,2026-01-09,2273.65,16.51,3,Weekly,Stock_Purchase,Male,19-Oct-2004,Married,0,Retail_Trade,28,489.3,0,None,EcoCash,Manicaland YVT0040,2,2025-08-05,2025-08-18,2025-09-28,2026-08-13,2122.52,111.78,12,Monthly,Working_Capital,Male,06-Mar-2005,Single,2,Informal_Sector,6,128.36,0,Savings,Bank_Transfer,Harare BIW2656,1,2025-01-29,2025-02-10,2025-03-15,2028-01-26,3432.73,12.46,36,Monthly,Business_Expansion,Female,13-Aug-1986,Married,2,Informal_Sector,23,487.72,0,Property,Bank_Transfer,Bulawayo SJY1333,3,2025-07-14,2025-08-03,2025-09-05,2026-01-30,2353.31,,6,Weekly,School_Fees,Female,17-Sep-1994,Divorced,0,Manufacturing,126,642.54,0,Savings,EcoCash,Harare KYP7177,5,2025-12-28,2026-01-04,2026-02-15,2026-04-04,155.11,148.54,3,Weekly,Medical,Male,03-Aug-1993,Married,3,Informal_Sector,31,162.01,4,Vehicle,Bank_Transfer,Harare HWL0927,4,2025-02-10,2025-02-12,2025-03-28,2028-01-28,2754.67,13.64,36,Monthly,Home_Improvement,Male,17-Jun-1970,Married,3,Informal_Sector,36,270.03,2,Guarantor,Cash,Mashonaland_East WZT4945,2,2025-09-20,2025-09-30,2025-11-02,2027-03-24,10728.77,98.17,18,Monthly,Equipment,Male,23-Dec-1996,Divorced,2,Construction,58,955.06,0,Livestock,InnBucks,Masvingo BEX3325,3,2025-09-07,2025-09-16,2025-10-28,2026-09-11,7409.16,17.26,12,Monthly,Medical,Female,30-Apr-1995,Married,0,Mining,115,1655.73,2,Guarantor,Bank_Transfer,Mashonaland_Central QYE3536,1,2025-10-27,2025-10-29,2025-11-25,2027-10-19,7403.17,110.99,24,Monthly,Business_Expansion,Female,16-Apr-1994,Married,3,Healthcare,116,468.57,1,Property,EcoCash,Midlands RSA9435,0,2025-04-07,2025-04-13,2025-05-09,2025-10-10,3136.86,14.61,6,Monthly,Working_Capital,Female,08-May-2006,Single,1,Education,18,495.86,1,Livestock,OneMoney,Masvingo KMX4023,0,2025-09-30,2025-10-06,2025-11-06,2026-10-01,4297.67,144.91,12,Monthly,Equipment,Female,18-Sep-1967,Married,3,Finance,128,1051.94,1,Property,Bank_Transfer,Bulawayo AYW7072,3,2025-07-13,2025-07-23,2025-08-22,2027-01-14,2660.51,12.13,18,Bi-Weekly,School_Fees,Male,22-Apr-1998,Single,2,Mining,13,721.11,0,Guarantor,Bank_Transfer,Midlands THU4995,1,2026-01-13,2026-01-23,2026-03-02,2026-07-22,930.62,104.66,6,Monthly,Stock_Purchase,Female,01-Dec-1986,Married,1,,120,87.98,1,None,Bank_Transfer,Mashonaland_East DCW1135,5,2025-12-11,2025-12-21,2026-02-02,2026-03-21,624.62,136.88,3,Bi-Weekly,Funeral,Male,17-Sep-1984,Widowed,5,Government,56,568.89,5,None,InnBucks,Harare LOG2978,0,2025-01-22,2025-02-03,2025-03-11,2025-08-02,6651.18,14.5,6,Monthly,Working_Capital,Male,18-Apr-1973,Married,5,Mining,47,1172.73,2,None,EcoCash,Midlands PPP9475,0,2025-05-10,2025-05-11,2025-06-13,2025-11-07,816.92,91.31,6,Monthly,Personal,Male,03-May-1984,Divorced,3,Education,116,322.36,0,Guarantor,EcoCash,Manicaland LVJ7546,1,2025-09-25,2025-10-04,2025-10-28,2027-03-28,10114.24,14.9,18,Monthly,Stock_Purchase,Male,01-Aug-2004,Married,0,Finance,8,1157.43,0,Vehicle,Bank_Transfer,Mashonaland_West LOJ1062,1,2025-01-12,2025-01-13,2025-02-23,2026-01-08,7042.76,116.28,12,Bi-Weekly,Equipment,Male,19-Aug-1999,Single,5,Retail_Trade,17,374.8,5,None,EcoCash,Manicaland VRW3439,0,2025-07-30,2025-08-17,2025-09-20,2026-02-13,2780.61,159.68,6,Monthly,Equipment,Male,20-Feb-1979,Married,4,Mining,80,1190.02,4,None,InnBucks,Mashonaland_Central OSM8631,0,2025-12-22,2026-01-02,2026-02-13,2026-12-28,1013.59,17.26,12,Bi-Weekly,Vehicle,Female,17-May-1991,Married,4,Government,128,467.34,0,Vehicle,EcoCash,Harare DEB6956,1,2025-11-06,2025-11-08,2025-12-12,2027-10-29,5612.79,13.25,24,Monthly,Equipment,Female,10-Oct-1972,Divorced,5,NGO,107,,0,Vehicle,Bank_Transfer,Masvingo TLQ3678,5,2025-04-24,2025-05-09,2025-06-23,2025-07-08,1300.56,149.57,2,Monthly,Medical,Female,13-Nov-1964,Married,6,Government,181,733.63,1,Savings,Cash,Masvingo NIJ0124,0,2025-05-01,2025-05-12,2025-06-16,2025-11-08,2545.64,139.96,6,Monthly,,Female,06-Jun-1982,Divorced,6,Transport,135,548.45,0,,EcoCash,Masvingo YVA8893,1,2026-02-05,2026-02-20,2026-03-22,2027-08-14,11685.68,135.57,18,Weekly,Stock_Purchase,Male,05-May-1987,Married,5,Education,38,541.08,1,Property,EcoCash,Bulawayo MWM7162,0,2025-01-28,2025-02-10,2025-03-26,2025-05-11,4346.38,15.8,3,Monthly,Wedding,Female,16-Oct-1958,Married,4,Healthcare,44,682.76,2,Savings,EcoCash,Bulawayo BTP4984,4,2025-10-26,2025-11-15,2025-12-19,2028-10-30,34223.43,17.21,36,Monthly,Vehicle,Male,21-Feb-1991,Married,2,Mining,97,,0,,Cash,Harare QLZ5480,3,2025-03-07,2025-03-22,2025-04-27,2025-09-18,353.87,15.34,6,Monthly,Rent,Male,05-Jan-1994,Married,2,Agriculture,10,180.69,0,None,InnBucks,Bulawayo MQI0456,1,2026-01-30,2026-02-16,2026-03-16,2028-02-06,10500.83,11.84,24,Monthly,Business_Expansion,Female,16-Dec-1959,Widowed,4,Mining,85,627.2,1,Livestock,EcoCash,Masvingo JZB8717,3,2025-04-29,2025-05-06,2025-06-19,2026-05-01,2510.79,13.72,12,Monthly,Medical,Female,21-Nov-2006,Single,2,Manufacturing,4,891.48,2,Vehicle,OneMoney,Mashonaland_West SGS3243,5,2025-02-13,2025-02-20,2025-04-01,2025-08-19,942.09,180.19,6,Monthly,Rent,Male,18-Feb-2001,Married,3,Retail_Trade,32,531.33,2,Guarantor,Bank_Transfer,Mashonaland_East ECG1932,0,2025-03-21,2025-04-09,2025-05-17,2026-10-01,3863.17,106.42,18,Monthly,Wedding,Male,17-Jun-1978,Married,,Transport,52,436.79,3,Vehicle,OneMoney,Harare IKL0922,1,2025-06-23,2025-06-27,2025-08-09,2026-06-22,6695.74,126.59,12,Monthly,Business_Expansion,Female,13-Feb-1984,Married,6,Government,168,872.02,2,Property,Bank_Transfer,Bulawayo ZEA8656,0,2025-11-14,2025-11-15,2025-12-21,2026-11-10,959.32,138.19,12,Monthly,Farming_Inputs,Female,04-Mar-1998,Divorced,4,Informal_Sector,44,174.43,3,Guarantor,EcoCash,Matabeleland_North PQJ3332,3,2026-02-20,2026-02-26,2026-03-27,2028-02-16,259.47,18.45,24,Monthly,School_Fees,Male,28-Apr-1992,Single,2,Agriculture,16,133.42,1,,EcoCash,Harare JPD8924,0,2025-08-15,2025-08-22,2025-09-16,2026-08-17,1288.61,99.51,12,Monthly,Rent,Male,25-Feb-1993,Single,2,Construction,40,,2,Savings,Bank_Transfer,Matabeleland_South UII2018,1,2025-04-04,2025-04-24,2025-05-28,2026-10-16,4331.81,107.81,18,Monthly,Stock_Purchase,Male,06-Apr-2003,Single,0,Education,,468.33,3,None,Cash,Masvingo VOY5170,3,2025-01-02,2025-01-17,2025-02-15,2026-01-12,1050.66,15.33,12,Monthly,Debt_Consolidation,Male,09-Mar-1967,Married,0,Education,94,410.29,4,None,EcoCash,Manicaland DIX3994,4,2025-12-27,2026-01-07,2026-02-10,2027-12-28,5031.67,14.34,24,Weekly,Home_Improvement,Male,02-Nov-1973,Single,4,Agriculture,131,136.87,1,Property,EcoCash,Manicaland YYN4667,2,2025-08-11,2025-08-26,2025-10-05,2026-08-21,4819.78,99.73,12,Bi-Weekly,Farming_Inputs,Female,08-Oct-1966,Married,7,Retail_Trade,92,582.78,0,Property,Bank_Transfer,Masvingo RTN3895,3,2025-08-15,2025-08-29,2025-10-05,2026-08-24,878.47,15.65,12,Monthly,Medical,Male,18-May-2004,Single,0,Agriculture,4,371.72,1,None,Bank_Transfer,Harare HWA2899,3,2025-08-17,2025-08-29,2025-10-09,2027-02-20,198.08,16.26,18,Bi-Weekly,,Female,18-Aug-1984,Married,5,Agriculture,48,115.9,3,Guarantor,EcoCash,Masvingo PFE9704,2,2025-07-28,2025-08-01,2025-09-13,2027-01-23,1372.58,91.64,18,Monthly,Working_Capital,Female,12-Oct-1996,Single,2,Healthcare,65,524.5,2,Savings,EcoCash,Harare VSQ7496,0,2025-09-07,2025-09-15,2025-10-18,2027-03-09,1702.11,127.85,18,Monthly,Funeral,Male,29-Oct-1968,,5,Transport,48,624.03,1,Property,Bank_Transfer,Matabeleland_South ZFZ3363,1,2025-06-29,2025-07-10,2025-08-13,2027-01-01,19817.22,16.06,18,Monthly,Working_Capital,Male,18-Jan-1971,Divorced,6,Finance,158,873.36,1,Guarantor,EcoCash,Harare RQN0784,2,2025-07-28,2025-07-30,2025-08-28,2026-04-26,9096.92,98.77,9,Bi-Weekly,Farming_Inputs,Female,22-Apr-2006,Single,1,Manufacturing,14,581.65,3,Guarantor,Cash,Matabeleland_North SDA6052,0,2025-02-09,2025-02-14,2025-03-26,2027-02-04,3393.26,104.64,24,Bi-Weekly,Livestock,Male,14-Jul-1971,Married,5,Informal_Sector,11,387.75,4,None,EcoCash,Mashonaland_East WZP4660,0,2026-02-23,2026-02-24,2026-03-26,2028-02-14,2414.06,15.41,24,Monthly,Rent,Male,29-Jun-1970,Married,2,Government,,596.9,1,Savings,Cash,Bulawayo LFM1956,0,2025-12-13,2025-12-26,2026-01-25,2026-03-26,2112.33,114.34,3,Monthly,Business_Expansion,Male,04-Mar-1986,Widowed,3,Informal_Sector,17,531.82,0,Savings,EcoCash,Mashonaland_East JGL9272,3,2024-12-20,2025-01-05,2025-02-06,2025-07-04,845.48,17.26,6,Monthly,School_Fees,Male,05-Aug-1991,Single,1,Agriculture,88,180.74,2,Guarantor,EcoCash,Mashonaland_East GYE1401,1,2025-08-01,2025-08-15,2025-09-27,2027-02-06,5156.02,13.71,18,Weekly,Stock_Purchase,Male,26-Dec-1966,Married,1,Agriculture,103,338.68,4,Property,Bank_Transfer,Bulawayo PXB0812,5,2026-01-20,2026-01-24,2026-03-06,2026-04-24,117.85,108.75,3,Monthly,Medical,Female,21-May-1995,Single,4,Informal_Sector,16,105.47,4,Property,InnBucks,Harare MHM7208,0,2025-09-16,2025-09-20,2025-10-19,2026-09-15,782.49,127.26,12,Monthly,Stock_Purchase,Male,16-Apr-1988,Divorced,,Manufacturing,126,225.62,3,,InnBucks,Mashonaland_East JUL6037,5,2025-05-07,2025-05-17,2025-06-26,2025-08-15,298.25,176.91,3,Weekly,Rent,Female,25-Nov-1999,Married,6,Informal_Sector,55,182.62,2,Vehicle,OneMoney,Harare GKJ9414,0,2025-03-21,2025-04-06,2025-05-04,2026-04-01,1120.04,105.42,12,Weekly,Debt_Consolidation,Female,27-Jul-1997,Divorced,3,Manufacturing,8,351.33,4,None,Bank_Transfer,Harare KMY2541,1,2026-01-09,2026-01-17,2026-02-11,2027-07-11,4265.32,131.11,18,Monthly,Stock_Purchase,Female,08-Feb-2004,Married,0,Retail_Trade,7,366.49,2,None,Bank_Transfer,Manicaland ARB0479,3,2025-03-10,2025-03-19,2025-04-15,2026-09-10,2745.0,15.87,18,Monthly,Medical,Female,21-Nov-1996,Divorced,,Manufacturing,,903.59,2,Savings,EcoCash,Bulawayo ZOB7169,1,2026-01-20,2026-01-28,2026-03-06,2027-07-22,9507.34,14.48,18,Monthly,Stock_Purchase,Female,16-Mar-1983,Single,5,Construction,50,335.12,0,Livestock,Bank_Transfer,Mashonaland_East ASW5148,0,2025-04-15,2025-05-05,2025-06-08,2026-04-30,2452.35,17.57,12,Bi-Weekly,Business_Expansion,Male,03-Jan-1979,Single,0,Construction,,670.29,1,Vehicle,Bank_Transfer,Mashonaland_West ZDA2366,0,2025-09-21,2025-10-10,2025-11-11,2026-10-05,2113.91,134.85,12,Monthly,Livestock,Male,06-Mar-1980,Widowed,2,Government,146,,0,None,EcoCash,Bulawayo AVD0872,3,2025-11-13,2025-11-29,2026-01-08,2026-11-24,1610.96,15.49,12,Monthly,School_Fees,Male,26-May-1966,Married,6,Informal_Sector,10,391.31,0,Guarantor,Bank_Transfer,Harare CCS0420,0,2025-05-15,2025-05-27,2025-07-10,2027-05-17,3429.01,16.24,24,Monthly,Business_Expansion,Female,08-Jan-1991,Married,3,Finance,36,,1,Savings,OneMoney,Midlands TTE2860,5,2025-05-25,2025-06-15,2025-07-11,2025-09-13,680.4,155.05,3,Bi-Weekly,Personal,Male,06-Oct-1989,Single,3,Transport,149,608.15,3,Vehicle,EcoCash,Mashonaland_East GTY0260,0,2025-10-08,2025-10-15,2025-11-28,2027-10-05,3110.64,163.88,24,Monthly,Funeral,Male,20-Jan-1994,Married,3,Government,121,672.83,6,None,EcoCash,Harare DXE4385,0,2025-06-10,2025-06-21,2025-07-28,2025-12-18,276.15,107.4,6,Monthly,Livestock,Male,21-Jul-1967,Married,5,Agriculture,113,100.2,3,Savings,InnBucks,Bulawayo KUQ6497,4,2025-01-03,2025-01-14,2025-02-25,2026-01-09,2271.41,15.34,12,Monthly,Home_Improvement,Male,31-Jan-1983,Widowed,5,Informal_Sector,8,134.03,1,Guarantor,EcoCash,Manicaland SFP7730,2,2025-10-03,2025-10-23,2025-12-07,2026-04-21,10328.84,103.52,6,Bi-Weekly,Working_Capital,Female,02-Aug-1977,Married,6,Informal_Sector,48,589.69,1,Livestock,Bank_Transfer,Harare CMF1328,3,2025-08-10,2025-08-22,2025-09-16,2026-08-17,1292.03,16.58,12,Monthly,Medical,Male,19-Aug-1980,Married,2,Informal_Sector,7,,1,Property,Bank_Transfer,Harare LMA8748,4,2025-09-02,2025-09-08,2025-10-14,2027-03-02,2994.34,15.44,18,Bi-Weekly,Equipment,Male,14-Sep-1965,Married,,Informal_Sector,15,127.76,4,None,Bank_Transfer,Harare VGR6653,4,2026-02-02,2026-02-06,2026-03-12,2028-01-27,11482.7,16.33,24,Bi-Weekly,Home_Improvement,Male,07-Dec-1976,Single,0,Manufacturing,88,337.6,0,Vehicle,EcoCash,Matabeleland_South RGZ9524,1,2025-03-01,2025-03-19,2025-04-18,2026-03-14,25280.44,143.86,12,Monthly,Working_Capital,Male,11-Oct-1984,Married,5,NGO,114,1406.95,2,Savings,EcoCash,Manicaland FET5502,1,2026-02-03,2026-02-16,2026-03-20,2027-02-11,12821.89,11.86,12,Weekly,Equipment,Male,17-Jul-1990,Married,1,Retail_Trade,115,,0,Vehicle,EcoCash,Bulawayo JEM2463,2,2025-08-23,2025-08-26,2025-09-28,2027-02-17,11712.05,9.84,18,Monthly,Farming_Inputs,Male,12-Jan-1967,Married,5,NGO,29,858.38,0,Property,Bank_Transfer,Harare AUA6044,0,2026-01-19,2026-01-29,2026-03-07,2027-07-23,1791.78,14.74,18,Weekly,Equipment,Male,22-Jan-1982,Married,3,Informal_Sector,28,425.58,2,None,InnBucks,Manicaland HPL9647,4,2025-01-14,2025-01-23,2025-02-28,2027-01-13,1884.47,18.73,24,Bi-Weekly,Vehicle,Female,23-Feb-1967,Married,4,Informal_Sector,35,168.03,2,None,InnBucks,Mashonaland_Central BPS1507,4,2025-05-06,2025-05-25,2025-06-27,2028-05-09,8296.1,15.66,36,Monthly,Vehicle,Female,02-May-1981,Married,5,Informal_Sector,36,503.26,0,Property,EcoCash,Masvingo CYN0995,0,2025-09-19,2025-09-26,2025-10-28,2026-03-25,99.13,99.19,6,Monthly,Wedding,Female,12-Dec-1959,Married,,Informal_Sector,21,50.54,1,None,Cash,Masvingo QHA8114,0,2025-09-10,2025-09-19,2025-10-23,2026-09-14,1964.17,117.86,12,Monthly,Home_Improvement,Male,16-May-1964,Married,4,Retail_Trade,59,968.97,3,Vehicle,Bank_Transfer,Masvingo FQC1777,1,2025-09-02,2025-09-07,2025-10-09,2026-03-06,3644.75,13.41,6,Monthly,Business_Expansion,Male,22-Mar-1970,Widowed,5,Transport,73,400.31,1,None,OneMoney,Matabeleland_North DBS4086,4,2025-07-12,2025-07-18,2025-08-27,2028-07-02,15674.81,18.34,36,Monthly,Vehicle,Female,25-Sep-1995,Married,4,Healthcare,84,,2,None,EcoCash,Harare QVF9227,4,2025-09-07,2025-09-09,2025-10-04,2028-08-24,7530.32,19.06,36,Monthly,Home_Improvement,Male,03-Jun-1972,Widowed,,Retail_Trade,129,389.32,2,None,EcoCash,Masvingo VIP6915,3,2025-09-22,2025-09-27,2025-10-28,2027-09-17,2548.09,15.72,24,Monthly,School_Fees,Female,24-Mar-1966,Married,2,Retail_Trade,67,731.96,0,Guarantor,OneMoney,Mashonaland_West MUD8340,0,2025-11-10,2025-11-18,2025-12-16,2026-02-16,1521.24,130.52,3,Weekly,Vehicle,Female,15-Apr-1990,Single,3,Informal_Sector,11,399.97,1,None,InnBucks,Harare JQF8966,2,2025-01-03,2025-01-05,2025-01-28,2026-06-29,1926.33,16.26,18,Monthly,Livestock,Male,02-Nov-1988,Married,2,Retail_Trade,84,259.07,0,Savings,EcoCash,Bulawayo RQI1364,4,2025-01-31,2025-02-08,2025-03-18,2028-01-24,3887.34,13.77,36,Monthly,Vehicle,Female,12-Mar-1996,Married,4,Agriculture,112,161.77,3,,Cash,Mashonaland_West NUF4509,1,2025-11-12,2025-11-22,2025-12-23,2026-11-17,2305.55,102.33,12,Monthly,Working_Capital,Female,16-Jan-1996,Married,4,Agriculture,40,299.86,1,Property,EcoCash,Mashonaland_West SWZ3190,5,2025-01-30,2025-02-14,2025-03-16,2025-04-15,353.05,153.9,2,Monthly,Rent,Male,10-Aug-1994,Single,1,Agriculture,75,229.34,2,Property,EcoCash,Mashonaland_West KXE7933,1,2025-11-18,2025-11-21,2026-01-04,2026-11-16,3378.87,12.4,12,Weekly,Working_Capital,Female,20-May-2006,Divorced,2,Mining,13,503.97,0,None,EcoCash,Bulawayo EYA7729,0,2026-02-06,2026-02-12,2026-03-25,2026-05-13,2659.24,169.38,3,Monthly,Working_Capital,Male,08-Feb-2005,Single,1,Transport,17,990.13,2,None,EcoCash,Midlands HYM8302,1,2025-07-16,2025-07-30,2025-09-09,2026-07-25,17999.76,111.03,12,Bi-Weekly,Business_Expansion,Female,22-Oct-1991,Divorced,5,Retail_Trade,13,761.49,2,Property,Bank_Transfer,Harare GCB7154,0,2025-11-05,2025-11-15,2025-12-21,2027-05-09,6465.66,119.05,18,Monthly,Home_Improvement,Male,12-Feb-2008,Divorced,,Healthcare,4,766.79,1,Livestock,Bank_Transfer,Harare UUE4847,2,2025-10-31,2025-11-21,2025-12-28,2026-05-20,6122.5,12.43,6,Bi-Weekly,Equipment,Male,23-Dec-1979,Married,5,Healthcare,22,587.34,1,Livestock,Cash,Manicaland KVU9663,4,2025-06-18,2025-06-30,2025-07-28,2028-06-14,5624.94,87.17,36,Monthly,Equipment,Female,28-Dec-1981,Married,5,Government,68,370.77,3,Guarantor,EcoCash,Mashonaland_West CUK3424,2,2025-02-07,2025-02-12,2025-03-26,2026-02-07,9553.58,99.04,12,Monthly,Working_Capital,Male,02-Jan-2006,Single,2,NGO,9,1828.19,5,None,EcoCash,Midlands NUI5688,1,2025-05-21,2025-05-25,2025-06-21,2028-05-09,2931.73,136.1,36,Weekly,Stock_Purchase,Female,25-Jun-1984,Single,3,Informal_Sector,15,237.82,0,Savings,EcoCash,Midlands CTV6017,4,2025-10-11,2025-10-29,2025-12-05,2026-10-24,22189.13,99.98,12,Monthly,Equipment,Female,09-Jun-1981,Single,2,Mining,23,901.66,1,Vehicle,Bank_Transfer,Manicaland DLV6265,5,2025-06-27,2025-07-10,2025-08-11,2025-09-08,542.64,18.58,2,Weekly,Personal,Female,15-Jul-1991,Divorced,1,Government,181,466.32,2,Guarantor,Cash,Manicaland JEW6037,4,2025-01-16,2025-01-30,2025-03-12,2026-01-25,20157.48,15.6,12,Monthly,Equipment,Female,24-Nov-1959,Married,6,Transport,80,1013.77,4,Property,OneMoney,Harare RVI2343,1,2025-12-19,2025-12-24,2026-01-24,2027-06-17,2685.81,11.73,18,Monthly,Business_Expansion,Female,25-Jan-1974,Married,3,Construction,141,153.67,8,None,EcoCash,Midlands VZD6811,1,2025-05-16,2025-05-27,2025-06-24,2025-11-23,9259.45,12.41,6,Monthly,Stock_Purchase,Male,12-Nov-1999,Divorced,2,Manufacturing,9,,2,Livestock,EcoCash,Bulawayo NOY4863,5,2025-06-05,2025-06-23,2025-07-26,2025-12-20,876.12,184.24,6,Monthly,Medical,Male,17-Jul-2002,,0,Transport,4,608.68,1,Savings,Cash,Mashonaland_Central UCD0369,1,2025-09-24,2025-10-15,2025-11-28,2027-04-08,809.08,15.13,18,Monthly,Business_Expansion,Male,17-Jan-1989,Married,0,Agriculture,85,112.32,0,None,Cash,Manicaland KOQ1845,4,2025-05-27,2025-06-02,2025-07-02,2026-11-24,7476.1,15.32,18,Monthly,Equipment,Male,22-Sep-1969,Widowed,7,Mining,59,648.24,3,Savings,Bank_Transfer,Bulawayo SXK9864,1,2025-02-26,2025-03-18,2025-04-14,2026-03-13,5077.87,14.47,12,Monthly,Working_Capital,Female,26-May-2006,Divorced,1,Agriculture,4,297.94,1,Guarantor,Cash,Harare QWH1123,4,2025-10-12,2025-10-23,2025-11-25,2026-10-18,8073.24,67.38,12,Monthly,Home_Improvement,Female,14-May-2005,Single,2,Retail_Trade,17,677.7,0,Livestock,Bank_Transfer,Masvingo KET7710,4,2025-02-27,2025-03-01,2025-03-28,2026-02-24,7394.42,16.22,12,Monthly,Equipment,Female,30-Dec-1998,Single,4,Informal_Sector,39,306.59,4,Vehicle,EcoCash,Manicaland AAA9588,2,2025-11-21,2025-11-28,2025-12-25,2026-11-23,1870.48,92.34,12,Monthly,Equipment,Male,28-Apr-1979,Widowed,4,Agriculture,106,154.96,3,,Cash,Masvingo VMI7234,2,2025-03-01,2025-03-12,2025-04-19,2026-03-07,1766.42,93.69,12,Monthly,Farming_Inputs,Male,28-May-1991,Single,3,Informal_Sector,13,295.1,3,Property,Bank_Transfer,Harare MUP3281,1,2026-01-17,2026-02-01,2026-03-08,2028-01-22,6042.17,13.98,24,Monthly,Stock_Purchase,Male,30-Jun-1991,Married,2,Informal_Sector,15,531.6,1,Guarantor,EcoCash,Mashonaland_Central BVN3042,2,2025-09-13,2025-10-03,2025-11-13,2026-09-28,7499.87,9.63,12,Monthly,Livestock,Female,22-Jun-1985,Married,0,Manufacturing,121,809.84,2,Livestock,EcoCash,Mashonaland_Central IGH7033,1,2025-07-26,2025-08-06,2025-09-13,2026-02-02,21089.63,149.48,6,Monthly,Working_Capital,Male,19-Jun-1981,Married,3,Manufacturing,60,729.7,4,Vehicle,Cash,Midlands VWJ7094,4,2025-09-22,2025-10-01,2025-11-09,2029-09-10,4549.92,87.04,48,Monthly,Vehicle,Male,01-Aug-1972,Widowed,3,Informal_Sector,14,399.96,0,None,EcoCash,Manicaland HHY5559,0,2024-12-30,2025-01-02,2025-01-27,2025-07-01,1214.68,152.18,6,Monthly,Working_Capital,Female,01-Jun-1993,,3,Agriculture,178,175.63,0,Property,EcoCash,Manicaland ZTO9615,1,2025-07-31,2025-08-16,2025-09-28,2027-02-07,1551.76,92.04,18,Monthly,Business_Expansion,Male,23-Nov-1990,Married,3,Retail_Trade,26,175.96,3,Vehicle,Bank_Transfer,Bulawayo TXZ7480,0,2025-04-15,2025-04-29,2025-05-28,2026-04-24,186.13,122.12,12,Monthly,Equipment,Male,15-Oct-1982,Single,6,Informal_Sector,38,90.69,1,Savings,Bank_Transfer,Mashonaland_West IAV4641,5,2025-04-07,2025-04-23,2025-05-18,2025-05-23,655.12,127.46,1,Bi-Weekly,Personal,Male,01-Feb-2004,Single,2,Manufacturing,33,348.42,2,,Cash,Masvingo YTB5875,0,2026-02-17,2026-02-28,2026-03-28,2026-05-29,3196.86,112.01,3,Monthly,Stock_Purchase,Male,18-Feb-2006,Single,1,Mining,17,641.75,1,None,EcoCash,Masvingo ERO8164,1,2025-12-06,2025-12-15,2026-01-26,2026-06-13,6858.88,13.63,6,Monthly,Business_Expansion,Male,28-May-1974,Married,7,Agriculture,27,301.18,1,,Cash,Midlands EXI5648,4,2025-06-22,2025-06-26,2025-07-28,2026-12-18,4821.29,81.01,18,Monthly,Equipment,Male,18-Apr-1971,Married,,Informal_Sector,41,182.02,2,None,EcoCash,Mashonaland_West ZIX0400,3,2025-03-10,2025-03-27,2025-05-07,2025-09-23,3196.23,11.64,6,Monthly,Personal,Female,13-Apr-1988,Single,5,Healthcare,122,745.84,0,None,OneMoney,Harare ZBA8054,2,2025-06-05,2025-06-25,2025-07-28,2026-12-17,8989.2,74.32,18,Monthly,Livestock,,09-Sep-1988,Divorced,2,NGO,138,1065.23,1,None,Bank_Transfer,Matabeleland_North IJQ0067,4,2025-05-31,2025-06-02,2025-07-13,2028-05-17,5076.02,94.53,36,Monthly,Equipment,Male,01-Nov-1999,Married,6,Retail_Trade,17,510.07,0,Vehicle,Cash,Manicaland MHQ5990,2,2025-02-05,2025-02-13,2025-03-19,2026-02-08,3654.62,17.69,12,Bi-Weekly,Farming_Inputs,Female,14-Sep-1962,Widowed,4,Transport,66,633.11,1,None,Bank_Transfer,Harare BCI3337,3,2025-06-12,2025-06-14,2025-07-22,2027-06-04,3469.92,15.43,24,Monthly,Personal,Male,08-Dec-1989,Single,3,Finance,96,1234.92,6,Guarantor,EcoCash,Matabeleland_North SEY4573,3,2025-06-10,2025-06-25,2025-08-08,2026-12-17,3264.75,16.73,18,Weekly,School_Fees,Male,20-Sep-1994,Married,5,Healthcare,75,742.77,0,None,EcoCash,Mashonaland_West MDI7427,2,2025-12-30,2026-01-12,2026-02-14,2027-07-06,4892.63,88.0,18,Monthly,Farming_Inputs,Female,01-Dec-1968,Married,2,Transport,120,926.01,4,Guarantor,EcoCash,Midlands EKB7410,0,2026-02-14,2026-02-24,2026-04-01,2027-08-18,1123.85,16.68,18,Monthly,Equipment,Male,10-Jan-1969,Widowed,2,Informal_Sector,,234.14,1,None,OneMoney,Bulawayo YMD6194,1,2026-01-08,2026-01-26,2026-02-24,2028-01-16,1999.84,135.35,24,Monthly,Equipment,Male,21-Jun-1965,Married,5,Informal_Sector,32,322.29,6,Vehicle,OneMoney,Harare OXP3211,0,2025-04-18,2025-05-09,2025-06-12,2027-04-29,2303.32,118.7,24,Monthly,Medical,Male,25-Nov-2006,Single,2,Retail_Trade,11,262.3,1,None,Cash,Manicaland EZU4202,5,2025-01-24,2025-02-04,2025-03-16,2025-08-03,265.35,168.4,6,Weekly,Funeral,Male,06-Apr-1967,Widowed,4,Education,30,266.61,1,Guarantor,EcoCash,Masvingo QJO6550,1,2025-12-14,2025-12-20,2026-01-26,2026-12-15,6589.28,95.64,12,Monthly,Working_Capital,Female,23-Jan-1962,Single,4,,80,232.95,2,Property,InnBucks,Harare DBY2718,2,2026-02-01,2026-02-21,2026-04-03,2027-08-15,11581.33,16.47,18,Monthly,Farming_Inputs,Female,20-Sep-1956,Single,2,NGO,92,806.77,1,None,Cash,Mashonaland_West JNH8313,1,2024-12-17,2025-01-05,2025-02-19,2027-12-21,6364.52,133.4,36,Weekly,Business_Expansion,Male,02-Aug-1974,Married,5,Retail_Trade,42,806.35,2,Guarantor,InnBucks,Matabeleland_South UAF9340,4,2025-06-27,2025-07-02,2025-08-15,2026-12-24,6083.64,18.58,18,Monthly,Vehicle,Female,15-May-1959,Married,3,Education,63,,4,Savings,EcoCash,Mashonaland_East EAU6080,1,2026-02-23,2026-02-24,2026-03-27,2027-08-18,5983.09,109.88,18,Monthly,Business_Expansion,Male,24-Jul-1996,,1,Government,45,501.76,3,Savings,Cash,Mashonaland_Central MNJ5531,0,2026-01-01,2026-01-04,2026-02-07,2026-07-03,1915.19,107.72,6,Weekly,Working_Capital,Male,10-Mar-1995,Divorced,6,Retail_Trade,50,444.21,1,Livestock,EcoCash,Bulawayo RNX7667,1,2025-01-31,2025-02-07,2025-03-11,2026-02-02,6351.63,11.38,12,Bi-Weekly,Business_Expansion,Female,03-Dec-1966,Single,3,Agriculture,78,388.16,2,Savings,EcoCash,Mashonaland_Central ONU6035,0,2026-01-03,2026-01-19,2026-02-17,2028-01-09,1551.31,117.49,24,Monthly,Medical,Female,10-Oct-2005,Single,0,Healthcare,16,392.07,1,None,Cash,Harare BSC8810,0,2025-02-26,2025-03-02,2025-04-04,2026-02-25,2168.4,151.48,12,Monthly,Debt_Consolidation,Male,18-Jun-2005,Married,0,Manufacturing,31,626.9,3,None,Cash,Mashonaland_East FBQ9869,4,2025-04-22,2025-04-25,2025-06-01,2027-04-15,5657.86,86.35,24,Monthly,Home_Improvement,Female,16-Jan-1968,Married,4,Construction,61,258.27,3,Vehicle,Cash,Masvingo RIQ7033,2,2025-11-15,2025-12-06,2025-12-28,2027-05-30,26717.86,72.09,18,Monthly,Farming_Inputs,Female,16-Apr-1973,Married,3,Finance,104,2228.24,7,,EcoCash,Mashonaland_East LGC4819,1,2025-10-01,2025-10-13,2025-11-13,2028-09-27,10471.3,13.02,36,Monthly,Business_Expansion,Male,18-Feb-1961,Widowed,6,Government,52,856.91,8,Guarantor,Bank_Transfer,Manicaland EMS0266,2,2025-12-09,2025-12-28,2026-02-03,2026-06-26,14960.21,105.48,6,Monthly,Farming_Inputs,Male,07-Sep-1981,Divorced,0,Retail_Trade,121,,6,,EcoCash,Harare DXC6825,3,2025-01-16,2025-01-23,2025-03-05,2026-07-17,5137.59,84.69,18,Monthly,School_Fees,Male,10-Aug-1981,Divorced,4,Transport,110,1000.8,3,None,EcoCash,Manicaland TNM0466,1,2025-05-22,2025-06-07,2025-07-04,2025-12-04,3545.79,13.66,6,Weekly,Business_Expansion,Male,14-Aug-2006,Single,,Retail_Trade,10,687.91,5,Guarantor,EcoCash,Matabeleland_South LNQ8961,3,2025-04-05,2025-04-15,2025-05-11,2026-04-10,1368.08,14.17,12,Monthly,School_Fees,Male,08-Jun-1976,Married,,Mining,44,756.92,3,None,EcoCash,Harare RUP3769,2,2025-11-18,2025-12-07,2026-01-17,2026-12-02,811.93,117.76,12,Bi-Weekly,Livestock,Male,15-May-1985,Married,1,Agriculture,2,77.11,3,Guarantor,EcoCash,Mashonaland_East TZX3040,5,2025-08-20,2025-09-06,2025-10-09,2025-12-05,362.09,161.72,3,Weekly,Medical,Female,16-Oct-2004,Widowed,0,Informal_Sector,7,361.28,0,Vehicle,EcoCash,Masvingo EVV4409,2,2025-01-16,2025-02-05,2025-03-20,2026-07-30,2293.12,81.58,18,Monthly,Equipment,Female,26-Mar-2004,Married,0,Agriculture,,205.15,1,,EcoCash,Bulawayo QRC2600,0,2025-11-19,2025-12-07,2026-01-07,2026-12-02,1820.47,93.24,12,Monthly,Debt_Consolidation,Male,07-Nov-1995,Divorced,2,Manufacturing,33,785.81,3,None,Cash,Masvingo FDA8093,5,2026-01-30,2026-02-01,2026-03-01,2026-05-02,393.74,155.0,3,Bi-Weekly,Personal,Male,21-Jan-1967,Married,3,Construction,,229.92,8,None,EcoCash,Harare BAS5021,1,2025-04-09,2025-04-21,2025-05-18,2026-04-16,4644.97,141.13,12,Monthly,Business_Expansion,Female,13-Jul-1997,Married,5,Informal_Sector,22,317.3,3,None,Cash,Mashonaland_East URQ7179,3,2025-10-02,2025-10-22,2025-11-27,2026-10-17,920.57,17.1,12,Monthly,Medical,Male,22-Oct-1999,Married,3,Agriculture,12,177.96,5,None,EcoCash,Mashonaland_East EGO7411,0,2025-07-26,2025-08-01,2025-09-10,2027-07-22,1088.75,176.81,24,Bi-Weekly,Vehicle,Male,19-Oct-1985,Divorced,0,Agriculture,111,338.37,1,None,InnBucks,Bulawayo VZE2929,1,2025-04-05,2025-04-10,2025-05-25,2026-04-05,18876.74,15.41,12,Monthly,Working_Capital,Female,21-May-1981,Married,5,Retail_Trade,109,916.44,1,Savings,Bank_Transfer,Harare GPG9657,0,2025-12-12,2026-01-02,2026-02-04,2026-04-02,1914.11,117.3,3,Monthly,Wedding,Female,14-Jan-1993,Single,5,Transport,158,553.99,1,None,EcoCash,Harare UXM4472,2,2025-05-12,2025-05-25,2025-06-24,2026-05-20,13865.94,115.92,12,Monthly,,Female,28-May-1988,Single,1,Healthcare,66,945.66,4,Guarantor,EcoCash,Midlands GYF4105,0,2025-08-24,2025-09-08,2025-10-15,2025-12-07,951.59,168.79,3,Monthly,Stock_Purchase,Male,23-Aug-2003,Single,1,Manufacturing,7,,1,Property,Bank_Transfer,Mashonaland_East PKN9430,4,2025-01-31,2025-02-04,2025-03-13,2029-01-14,4754.99,19.07,48,Weekly,Equipment,Female,30-Oct-1980,Divorced,2,Informal_Sector,14,433.09,0,,InnBucks,Harare GVW3536,0,2025-11-05,2025-11-10,2025-12-19,2026-05-09,2283.26,18.12,6,Weekly,School_Fees,Female,17-May-2002,Single,2,Transport,19,,1,None,EcoCash,Manicaland MXB4178,3,2025-10-10,2025-10-23,2025-11-19,2026-04-21,845.26,18.38,6,Monthly,Rent,Male,20-Sep-1983,Married,6,Retail_Trade,81,294.49,2,Savings,InnBucks,Manicaland JZG3275,0,2025-05-17,2025-05-28,2025-06-28,2026-05-23,367.14,137.49,12,Monthly,Home_Improvement,Male,14-Jul-1987,Married,,Agriculture,60,128.63,1,Guarantor,EcoCash,Mashonaland_Central YYO2395,1,2024-12-25,2025-01-07,2025-02-11,2026-01-02,14932.12,15.24,12,Monthly,Equipment,Male,07-Dec-1985,Married,1,,47,662.93,0,Savings,EcoCash,Mashonaland_East ICC2081,3,2025-09-03,2025-09-10,2025-10-09,2026-03-09,1187.45,16.73,6,Monthly,Rent,Female,09-Oct-2004,Single,2,Education,27,353.97,1,Guarantor,EcoCash,Bulawayo DTM0924,0,2025-05-15,2025-06-01,2025-07-04,2026-05-27,9511.79,16.31,12,Monthly,Equipment,Male,12-Sep-1978,Married,4,Mining,12,1117.79,4,None,Bank_Transfer,Harare NYP4516,0,2025-07-02,2025-07-23,2025-09-05,2026-07-18,1058.31,14.44,12,Monthly,Vehicle,Male,07-Feb-2005,Single,1,Agriculture,23,204.66,6,,Cash,Masvingo UNA9848,2,2025-07-04,2025-07-18,2025-08-25,2027-07-08,6146.87,13.2,24,Monthly,Farming_Inputs,Female,25-Sep-2004,Single,1,Mining,29,818.42,0,Guarantor,InnBucks,Manicaland BYB5464,1,2025-12-22,2026-01-01,2026-02-03,2026-12-27,1921.26,15.72,12,Monthly,Working_Capital,Male,30-Mar-1977,Married,7,Agriculture,59,186.2,1,Guarantor,EcoCash,Bulawayo DKO1294,0,2025-01-02,2025-01-19,2025-02-18,2026-07-13,1005.12,122.15,18,Monthly,Wedding,Male,24-Jun-2004,Single,0,Construction,28,191.96,1,Vehicle,Bank_Transfer,Midlands PCP7504,0,2025-07-16,2025-08-01,2025-09-06,2027-07-22,1457.92,,24,Monthly,Medical,Female,06-Sep-1993,Married,4,Education,105,600.52,0,Guarantor,Cash,Harare IJT3111,1,2025-11-01,2025-11-20,2026-01-03,2026-05-19,1723.83,13.77,6,Monthly,Business_Expansion,Male,24-Sep-1994,Married,2,Manufacturing,30,,4,,OneMoney,Bulawayo AAK9116,0,2026-01-05,2026-01-26,2026-03-05,2027-01-21,853.43,126.61,12,Monthly,Livestock,Male,27-Aug-1970,Married,4,Construction,156,182.46,0,Vehicle,EcoCash,Harare XOT1298,3,2026-01-03,2026-01-22,2026-02-17,2027-01-17,1076.07,17.74,12,Monthly,School_Fees,Male,18-Jun-1967,Married,1,Informal_Sector,35,224.85,6,Guarantor,Bank_Transfer,Manicaland QZV9383,5,2025-07-18,2025-08-01,2025-09-12,2025-09-30,929.28,182.65,2,Monthly,Rent,Male,24-Dec-1975,Married,6,Informal_Sector,7,669.85,0,None,EcoCash,Mashonaland_West IME2259,2,2025-09-11,2025-09-29,2025-11-02,2026-09-24,2714.41,9.38,12,Monthly,Farming_Inputs,Male,29-Dec-1995,Married,1,Transport,35,285.57,0,None,EcoCash,Bulawayo GNN8970,0,2025-12-07,2025-12-18,2026-01-25,2026-06-16,763.64,14.96,6,Monthly,Wedding,Male,26-Mar-1986,Single,3,Agriculture,21,113.77,2,None,EcoCash,Mashonaland_West BQJ3332,1,2025-09-27,2025-10-15,2025-11-17,2027-10-05,3508.86,107.1,24,Monthly,Business_Expansion,Male,20-Dec-1986,Married,3,Agriculture,,454.33,3,Savings,EcoCash,Harare OXP1204,0,2025-12-18,2026-01-03,2026-02-05,2027-06-27,2332.94,16.22,18,Monthly,Home_Improvement,Female,09-Mar-1983,Married,1,Informal_Sector,29,425.77,2,Savings,Bank_Transfer,Matabeleland_South VNJ4126,3,2026-02-10,2026-02-18,2026-03-24,2026-08-17,2045.42,14.73,6,Bi-Weekly,School_Fees,Male,11-Mar-1982,Single,6,Retail_Trade,150,479.83,6,Savings,EcoCash,Mashonaland_Central TWG5565,1,2025-02-28,2025-03-14,2025-04-12,2028-02-27,4271.22,102.24,36,Bi-Weekly,Business_Expansion,Male,16-Mar-2002,Single,1,,6,,3,None,Bank_Transfer,Bulawayo QLR5710,1,2025-08-09,2025-08-27,2025-10-03,2026-02-23,2549.28,93.91,6,Monthly,Equipment,Male,12-Apr-1980,Single,5,Education,124,357.16,4,None,EcoCash,Masvingo VJD8728,2,2025-10-21,2025-11-11,2025-12-08,2027-11-01,2610.74,93.32,24,Monthly,Farming_Inputs,Female,12-Aug-1984,Married,6,Retail_Trade,25,242.7,1,Livestock,Cash,Manicaland VXX9955,2,2025-12-08,2025-12-15,2026-01-22,2027-06-08,769.17,16.45,18,Monthly,Livestock,Male,04-May-1999,Married,2,Agriculture,32,169.04,3,Livestock,Cash,Manicaland QOX1929,3,2025-06-05,2025-06-18,2025-07-16,2027-06-08,1758.37,14.83,24,Monthly,School_Fees,Female,01-Jul-1963,Widowed,3,Manufacturing,28,636.78,0,Guarantor,EcoCash,Harare VAL7213,5,2025-09-10,2025-09-19,2025-10-14,2025-10-19,1824.24,181.57,1,Weekly,Funeral,Female,20-May-1983,Married,4,Healthcare,47,790.58,2,,Cash,Mashonaland_West PDX5198,3,2024-12-23,2025-01-01,2025-02-12,2026-12-22,1509.44,16.57,24,Monthly,School_Fees,Female,01-Mar-1995,,5,Construction,44,542.28,0,None,Bank_Transfer,Bulawayo LMM2608,1,2025-05-30,2025-06-01,2025-07-03,2026-05-27,6316.05,111.36,12,Weekly,Business_Expansion,Male,29-Dec-1990,Divorced,1,,13,406.14,4,Property,EcoCash,Midlands DNE1153,1,2025-03-14,2025-04-01,2025-05-13,2027-03-22,5713.06,15.28,24,Monthly,Equipment,Male,16-Aug-2002,Single,1,Government,41,413.82,1,Property,InnBucks,Bulawayo AUO0261,2,2025-10-03,2025-10-17,2025-11-22,2026-10-12,3076.87,11.44,12,Monthly,Livestock,Female,10-May-1982,Married,0,Agriculture,76,300.95,0,Savings,Cash,Manicaland ATO7516,1,2025-10-29,2025-11-03,2025-12-16,2028-10-18,2398.97,99.39,36,Monthly,Working_Capital,Male,06-Oct-1973,Widowed,2,Agriculture,74,222.34,5,None,InnBucks,Bulawayo ZHX0628,2,2025-12-03,2025-12-15,2026-01-26,2027-06-08,1206.87,117.7,18,Weekly,Working_Capital,Female,04-Jun-1972,Married,2,Informal_Sector,31,143.03,2,Livestock,EcoCash,Mashonaland_West QJF9132,2,2025-02-11,2025-02-19,2025-03-21,2025-11-16,2490.37,12.64,9,Monthly,Livestock,Male,10-Feb-1967,Married,,Informal_Sector,11,449.06,1,,OneMoney,Mashonaland_West TJY2251,0,2025-09-24,2025-09-25,2025-10-28,2026-03-24,3971.86,114.88,6,Monthly,School_Fees,Female,19-Mar-1970,Married,2,Healthcare,59,632.0,6,,EcoCash,Bulawayo GVH1191,5,2025-01-11,2025-01-26,2025-03-09,2025-07-25,1278.25,183.14,6,Monthly,Rent,Male,01-Nov-2003,Single,1,Government,51,775.83,7,Savings,EcoCash,Harare VNG9948,3,2025-11-08,2025-11-24,2025-12-20,2027-05-18,4409.58,16.55,18,Monthly,School_Fees,Male,05-Oct-1993,Married,4,NGO,21,1425.03,1,Guarantor,Bank_Transfer,Manicaland OJN3679,3,2025-09-17,2025-09-26,2025-11-05,2026-09-21,449.46,17.06,12,Monthly,Debt_Consolidation,Male,06-Jan-1998,Married,4,Informal_Sector,22,182.49,0,Property,Cash,Matabeleland_North CLS3261,3,2025-01-17,2025-02-05,2025-03-22,2025-08-04,519.23,15.78,6,Bi-Weekly,Rent,Female,23-Jan-2000,Married,0,Agriculture,14,109.52,2,Savings,EcoCash,Masvingo LED9519,1,2025-03-21,2025-04-08,2025-05-14,2028-03-23,2687.48,137.11,36,Monthly,Stock_Purchase,Female,01-Jul-1972,Married,4,Manufacturing,51,,1,Guarantor,EcoCash,Harare WEQ8487,1,2025-10-18,2025-10-20,2025-11-19,2026-10-15,11124.67,13.7,12,Monthly,Equipment,Female,26-Sep-1972,Married,2,Finance,141,744.15,0,Property,EcoCash,Mashonaland_East DEK0926,2,2025-12-29,2026-01-14,2026-02-23,2026-10-11,9446.67,14.75,9,Monthly,Working_Capital,Male,10-Jan-1967,Married,1,Mining,120,1165.82,3,Guarantor,Bank_Transfer,Harare XUO6581,2,2025-07-17,2025-08-01,2025-09-11,2026-04-28,6901.37,123.4,9,Monthly,Farming_Inputs,Male,23-Dec-2006,Single,0,Finance,9,832.75,3,None,EcoCash,Mashonaland_West NXY6607,0,2025-09-21,2025-10-04,2025-11-15,2026-04-02,1670.5,149.42,6,Monthly,Wedding,Male,19-Mar-1990,Single,0,Informal_Sector,12,299.17,4,None,Bank_Transfer,Mashonaland_East TBC5887,5,2025-02-24,2025-03-16,2025-04-16,2025-09-12,200.74,19.02,6,Bi-Weekly,Funeral,Male,24-Nov-1967,Married,3,Informal_Sector,31,166.26,0,None,InnBucks,Harare YEN9422,1,2025-03-23,2025-04-01,2025-05-05,2026-03-27,2833.92,111.6,12,Weekly,Equipment,,10-Dec-1964,Widowed,2,Agriculture,71,294.4,0,Guarantor,Bank_Transfer,Matabeleland_North IJQ1845,0,2025-11-11,2025-11-19,2025-12-24,2026-05-18,1808.88,17.85,6,Weekly,Livestock,,01-Jan-1965,Married,1,Mining,63,481.24,1,Property,OneMoney,Mashonaland_Central PZC6928,0,2025-09-08,2025-09-17,2025-10-28,2025-12-16,1916.01,96.91,3,Monthly,Funeral,Female,11-May-1984,Married,6,Agriculture,52,426.14,0,Vehicle,Cash,Mashonaland_East VUG5620,5,2026-01-09,2026-01-26,2026-02-22,2026-04-26,520.72,135.58,3,Weekly,Rent,Female,06-Dec-1977,Widowed,8,Agriculture,154,316.89,3,Savings,Cash,Midlands BFK1815,0,2026-01-31,2026-02-17,2026-04-01,2028-02-07,594.55,15.04,24,Monthly,Personal,Male,13-Oct-1995,Single,5,Agriculture,45,107.73,2,Guarantor,EcoCash,Harare TDA1980,2,2025-08-11,2025-08-29,2025-10-02,2026-05-26,17134.83,90.95,9,Weekly,Equipment,Female,26-Jul-1986,Married,3,Finance,98,,5,None,EcoCash,Harare TOW5003,0,2025-03-22,2025-03-27,2025-04-22,2026-09-18,4251.53,15.85,18,Monthly,Wedding,Male,14-Mar-1971,Single,2,Construction,29,622.59,3,Savings,EcoCash,Harare OMN9815,0,2026-02-19,2026-02-23,2026-04-09,2026-05-24,14968.37,133.63,3,Monthly,Funeral,Female,21-May-2005,Single,3,Finance,32,2121.75,0,Savings,Bank_Transfer,Mashonaland_West GRE0617,1,2025-11-30,2025-12-13,2026-01-16,2026-06-11,5658.18,15.25,6,Monthly,Equipment,Male,04-Jul-1990,Single,4,,18,447.1,8,Vehicle,EcoCash,Midlands JII4592,0,2025-07-11,2025-07-20,2025-08-28,2026-07-15,1547.67,116.94,12,Monthly,Vehicle,Female,11-Dec-2004,Single,1,Retail_Trade,21,306.14,1,None,OneMoney,Mashonaland_Central AOO6661,3,2025-01-09,2025-01-14,2025-02-10,2026-07-08,2041.82,15.27,18,Monthly,Medical,Female,14-Nov-1985,Divorced,3,Manufacturing,69,672.0,2,Savings,Bank_Transfer,Bulawayo CBO0620,2,2025-03-21,2025-04-10,2025-05-24,2026-04-05,1997.14,104.72,12,Monthly,Working_Capital,Female,26-Jun-1977,Married,4,Manufacturing,,372.68,2,Guarantor,Cash,Matabeleland_South SWB7719,3,2025-06-07,2025-06-08,2025-07-14,2026-06-03,1123.55,15.27,12,Weekly,School_Fees,Female,25-Oct-1994,Married,4,Agriculture,40,484.39,1,Vehicle,EcoCash,Harare BIT4693,0,2026-02-15,2026-02-25,2026-03-23,2027-08-19,2766.94,83.79,18,Monthly,Rent,Male,12-May-1966,Single,4,Government,64,478.32,1,Savings,Cash,Masvingo MIG5603,1,2025-12-04,2025-12-21,2026-02-04,2026-12-16,3173.68,112.34,12,Weekly,Business_Expansion,Female,30-Jul-2004,Single,0,Informal_Sector,2,309.5,2,Vehicle,EcoCash,Mashonaland_East HBV4213,5,2025-02-19,2025-03-08,2025-04-02,2025-09-04,253.52,182.22,6,Bi-Weekly,Funeral,Female,01-Feb-1976,Married,4,Government,70,313.83,3,Savings,EcoCash,Harare OET5314,4,2025-05-23,2025-06-04,2025-06-28,2026-11-26,2726.53,14.19,18,Monthly,Equipment,Female,13-Jan-1990,Single,5,Informal_Sector,36,152.83,0,Vehicle,Bank_Transfer,Mashonaland_West COB3315,4,2025-07-21,2025-07-30,2025-08-28,2026-07-25,5439.97,14.91,12,Monthly,Vehicle,Male,21-Dec-2003,Single,2,Healthcare,22,,0,Vehicle,EcoCash,Manicaland RSY3697,2,2025-04-29,2025-05-15,2025-06-27,2026-05-10,1080.05,11.85,12,Monthly,Farming_Inputs,Male,18-Oct-1968,Married,4,Informal_Sector,13,351.21,0,None,EcoCash,Harare MSE5681,0,2025-03-14,2025-03-23,2025-04-19,2026-03-18,1890.69,110.7,12,Weekly,Wedding,Female,01-Dec-1977,Married,2,Construction,,245.35,0,None,EcoCash,Bulawayo MMH4276,2,2025-01-28,2025-02-06,2025-03-11,2026-07-31,5645.59,13.15,18,Monthly,Livestock,Female,14-Apr-1984,Single,0,Manufacturing,75,,1,Livestock,Bank_Transfer,Manicaland PFW6501,2,2025-08-01,2025-08-03,2025-08-28,2026-07-29,1997.39,123.74,12,Monthly,Equipment,Female,14-May-1985,Divorced,6,Healthcare,115,655.2,3,None,EcoCash,Mashonaland_East ZSR0004,3,2025-02-26,2025-03-02,2025-04-04,2026-02-25,2606.97,15.75,12,Monthly,School_Fees,Male,18-Oct-1998,Married,3,Telecom,10,,0,Savings,Bank_Transfer,Harare GKH9197,2,2025-03-25,2025-04-02,2025-05-03,2026-03-28,1358.21,11.68,12,Monthly,Livestock,Male,05-Feb-1980,Married,,Agriculture,95,177.71,1,Savings,OneMoney,Harare TRV0849,2,2025-06-15,2025-06-28,2025-08-07,2025-12-25,6365.1,,6,Monthly,Farming_Inputs,Male,07-Jan-1980,Married,3,Government,78,529.11,5,Guarantor,EcoCash,Midlands SIW4146,2,2025-10-01,2025-10-10,2025-11-13,2026-04-08,4050.75,14.05,6,Monthly,Farming_Inputs,Male,29-Jul-1992,Married,3,Retail_Trade,104,227.51,0,None,Bank_Transfer,Matabeleland_North KRJ0667,3,2026-02-02,2026-02-21,2026-03-28,2028-02-11,841.94,17.1,24,Monthly,Rent,Male,08-May-1971,Married,3,Agriculture,70,354.68,3,Livestock,EcoCash,Bulawayo DJP8752,4,2025-12-12,2025-12-20,2026-01-16,2026-12-15,24559.56,13.86,12,Bi-Weekly,Vehicle,Male,06-Apr-1975,Widowed,0,Education,121,869.62,2,,Bank_Transfer,Midlands BJT9550,5,2025-02-25,2025-03-18,2025-04-19,2025-05-17,895.58,142.54,2,Weekly,Medical,Male,29-Nov-1968,Married,2,Retail_Trade,154,392.46,1,Guarantor,Bank_Transfer,Mashonaland_East VZN6590,0,2025-02-27,2025-03-12,2025-04-14,2026-03-07,354.74,19.08,12,Monthly,Equipment,Male,30-Nov-1993,,,Retail_Trade,36,177.0,4,Savings,Bank_Transfer,Masvingo JWZ1931,1,2025-04-28,2025-05-15,2025-06-17,2026-11-06,7309.33,15.54,18,Monthly,,Male,17-Mar-2006,Single,,Healthcare,3,728.14,0,None,Cash,Midlands QIH6605,3,2025-10-12,2025-10-30,2025-12-09,2026-10-25,1260.12,10.58,12,Monthly,Personal,Male,30-Jul-1994,Married,2,Manufacturing,,411.21,0,Savings,InnBucks,Harare YZF6523,0,2025-08-15,2025-08-21,2025-09-24,2027-08-11,1638.49,171.43,24,Monthly,Working_Capital,Male,18-Feb-1998,Single,,Informal_Sector,7,188.7,1,Guarantor,Bank_Transfer,Harare QKG9178,3,2026-01-30,2026-02-01,2026-02-28,2027-01-27,2532.13,18.19,12,Monthly,Medical,Male,31-Oct-2000,Married,3,Government,,790.74,1,Savings,EcoCash,Manicaland QIW2111,3,2025-09-30,2025-10-01,2025-11-13,2026-09-26,1227.14,18.43,12,Weekly,Personal,Female,01-May-1985,Married,2,Construction,50,468.66,1,Guarantor,EcoCash,Manicaland SQM9169,0,2026-01-10,2026-01-11,2026-02-20,2026-07-10,2400.63,155.78,6,Monthly,Personal,Female,12-Jan-1991,Married,6,Construction,,559.8,3,Guarantor,OneMoney,Mashonaland_West OVA8898,0,2025-05-31,2025-06-20,2025-07-28,2026-06-15,1452.98,,12,Monthly,Medical,Male,29-Jun-1984,Married,5,Agriculture,59,254.65,3,Livestock,Cash,Manicaland YVS2362,3,2025-08-26,2025-09-01,2025-10-10,2026-08-27,1618.34,16.89,12,Monthly,Medical,Female,16-Aug-1995,Married,1,Agriculture,40,488.72,2,Guarantor,EcoCash,Midlands FVO7749,1,2025-08-18,2025-09-02,2025-10-02,2028-08-17,4258.13,113.57,36,Monthly,Business_Expansion,Female,11-Jul-2005,Single,0,Retail_Trade,12,329.33,0,,Cash,Manicaland NNU4088,3,2025-11-05,2025-11-26,2026-01-08,2027-05-20,2041.35,12.57,18,Monthly,Medical,Male,07-Dec-1987,Married,6,Manufacturing,131,818.71,3,Savings,Bank_Transfer,Harare APE0586,3,2025-09-28,2025-10-11,2025-11-08,2026-04-09,3070.89,14.52,6,Monthly,Rent,Male,06-May-1968,Married,3,Mining,44,1084.68,0,Savings,InnBucks,Harare VSX7592,2,2025-06-02,2025-06-09,2025-07-17,2026-06-04,902.45,89.39,12,Monthly,Farming_Inputs,Male,13-Mar-1985,Divorced,1,Agriculture,164,158.11,0,Property,Bank_Transfer,Midlands VPF6231,2,2026-01-28,2026-02-17,2026-03-19,2026-08-16,5898.75,115.07,6,Bi-Weekly,Livestock,Male,13-Aug-1962,Married,3,Manufacturing,52,776.86,0,Guarantor,Cash,Manicaland HSR9557,1,2025-07-12,2025-07-24,2025-09-01,2028-07-08,21273.51,13.55,36,Monthly,Stock_Purchase,Male,06-Nov-1970,Married,5,NGO,83,1485.83,2,Property,OneMoney,Mashonaland_East ZAJ8603,3,2024-12-30,2025-01-20,2025-03-03,2025-07-19,1569.03,17.1,6,Monthly,School_Fees,Male,31-Jul-1968,Married,2,Government,112,,1,Property,Cash,Manicaland TMK2376,2,2025-03-06,2025-03-14,2025-04-22,2026-09-05,7373.17,112.37,18,Weekly,Equipment,Male,27-May-1992,Divorced,3,Finance,60,834.22,1,Savings,EcoCash,Manicaland GLJ6382,0,2025-11-23,2025-12-07,2026-01-07,2027-05-31,2277.15,119.15,18,Monthly,Medical,Female,24-Oct-1987,Single,6,Informal_Sector,19,407.46,0,None,InnBucks,Harare ZLQ2374,0,2025-12-27,2025-12-28,2026-02-09,2027-06-21,3417.28,15.03,18,Bi-Weekly,Home_Improvement,Female,12-Apr-1978,Married,4,Mining,95,565.06,0,None,EcoCash,Harare JLD2056,3,2025-11-13,2025-12-01,2026-01-01,2027-11-21,2366.34,14.69,24,Monthly,School_Fees,Male,25-Dec-1992,Married,2,Retail_Trade,,774.68,2,Guarantor,Bank_Transfer,Manicaland MRY2653,1,2025-09-15,2025-09-27,2025-11-02,2026-03-26,5316.69,15.11,6,Monthly,Business_Expansion,Male,17-Oct-2000,Married,2,Government,67,430.67,2,None,OneMoney,Matabeleland_South IKL9848,1,2025-05-02,2025-05-08,2025-06-19,2026-10-30,26555.48,105.3,18,Monthly,Equipment,Male,28-May-1983,Widowed,2,Telecom,87,2399.93,2,Vehicle,EcoCash,Midlands NUU8477,1,2025-05-28,2025-06-10,2025-07-24,2027-05-31,12270.55,13.3,24,Monthly,Working_Capital,Male,11-Feb-1981,Married,3,Mining,33,866.04,4,Savings,Cash,Mashonaland_East FKL4317,0,2025-02-01,2025-02-14,2025-03-14,2025-08-13,894.86,120.62,6,Weekly,Working_Capital,Male,01-Jun-1958,Widowed,3,Manufacturing,68,,3,None,Cash,Bulawayo PPW6729,0,2025-12-01,2025-12-05,2026-01-11,2026-06-03,2780.87,109.33,6,Monthly,Stock_Purchase,Male,02-Jul-1965,Married,5,Education,108,424.34,0,None,Bank_Transfer,Harare SQO3135,1,2025-05-18,2025-06-01,2025-07-04,2026-11-23,13557.13,111.72,18,Monthly,Stock_Purchase,Female,01-Jun-1986,Married,,Telecom,54,1856.57,3,Property,EcoCash,Bulawayo TPG3348,1,2025-04-04,2025-04-22,2025-06-04,2028-04-06,4774.67,15.16,36,Monthly,Stock_Purchase,Female,22-Feb-2005,Single,2,Healthcare,13,403.73,1,Property,EcoCash,Harare PRV3805,2,2026-01-10,2026-01-31,2026-03-13,2026-10-28,1548.38,11.16,9,Bi-Weekly,Livestock,Male,15-Feb-1973,Widowed,2,Agriculture,45,236.98,1,Savings,Cash,Matabeleland_South FOP2376,1,2025-08-23,2025-08-31,2025-09-28,2028-08-15,6804.37,118.42,36,Monthly,Working_Capital,Female,15-May-1997,Married,1,Education,69,408.43,3,Property,InnBucks,Midlands KWR4841,4,2025-03-24,2025-03-30,2025-04-25,2027-03-20,12061.09,19.88,24,Bi-Weekly,Home_Improvement,Male,28-Apr-1981,Married,6,Retail_Trade,75,387.9,5,Vehicle,Cash,Masvingo BMJ2460,1,2025-10-24,2025-11-14,2025-12-25,2027-11-04,7165.54,130.29,24,Monthly,Working_Capital,Male,21-Nov-1970,Divorced,7,Education,75,,1,None,OneMoney,Harare JAO1630,5,2025-09-19,2025-10-02,2025-11-01,2025-12-31,482.12,128.83,3,Weekly,Medical,,03-Jun-1974,Widowed,4,Transport,29,,6,None,Bank_Transfer,Mashonaland_Central NZP0982,1,2025-08-11,2025-08-28,2025-09-24,2026-02-24,5438.49,14.8,6,Monthly,Working_Capital,Male,10-Dec-1955,Married,6,Informal_Sector,48,373.76,2,Property,Bank_Transfer,Mashonaland_West IZP9673,3,2025-12-26,2026-01-04,2026-01-28,2026-12-30,5129.81,16.06,12,Monthly,Personal,Female,10-Aug-1965,Married,5,Manufacturing,70,903.93,3,,Bank_Transfer,Masvingo AXH4205,1,2025-03-11,2025-03-22,2025-04-21,2026-03-17,5050.95,15.0,12,Monthly,Equipment,Male,12-Feb-1960,Single,3,Informal_Sector,,434.5,3,None,EcoCash,Mashonaland_East EKY2953,3,2026-02-04,2026-02-14,2026-03-27,2026-08-13,2118.91,18.27,6,Monthly,Medical,Male,11-Sep-1983,Divorced,4,Manufacturing,59,784.35,1,Guarantor,Cash,Mashonaland_East ARZ7146,4,2025-04-06,2025-04-17,2025-05-25,2029-03-27,13011.52,20.32,48,Monthly,Vehicle,Male,14-Feb-1969,Married,5,Manufacturing,53,522.47,1,Guarantor,EcoCash,Mashonaland_West AZW8658,3,2025-07-13,2025-07-27,2025-08-28,2027-07-17,1431.53,13.37,24,Monthly,,Female,24-Jun-1982,Widowed,0,Informal_Sector,33,590.0,6,None,OneMoney,Masvingo DVA7837,0,2025-12-10,2025-12-18,2026-01-19,2026-12-13,1027.68,133.85,12,Monthly,Debt_Consolidation,Male,19-Nov-1961,Single,,Healthcare,30,496.96,5,None,EcoCash,Manicaland FKH3342,0,2025-11-10,2025-11-22,2025-12-28,2026-05-21,8615.68,112.49,6,Monthly,Home_Improvement,Male,12-Dec-1994,Married,2,Telecom,38,1253.45,1,Savings,InnBucks,Matabeleland_South GTJ2409,0,2025-03-19,2025-04-08,2025-05-14,2026-04-03,3348.51,129.57,12,Monthly,Funeral,Female,02-Jul-1964,Married,5,,106,546.14,0,None,InnBucks,Harare YKG5133,3,2025-06-26,2025-06-27,2025-08-04,2026-06-22,2194.94,15.58,12,Monthly,Rent,Female,14-Feb-1973,Married,8,Agriculture,94,394.41,6,Guarantor,Bank_Transfer,Harare HCF8656,3,2025-10-29,2025-11-05,2025-12-14,2026-10-31,887.87,16.31,12,Monthly,Rent,Male,26-Nov-1975,Divorced,2,Agriculture,74,382.63,1,Savings,EcoCash,Mashonaland_Central CJM6032,0,2026-01-16,2026-01-23,2026-02-21,2028-01-13,422.38,85.5,24,Monthly,Personal,Female,20-May-1993,Divorced,3,Agriculture,44,189.96,2,Vehicle,EcoCash,Mashonaland_West PWL3400,1,2025-10-01,2025-10-11,2025-11-18,2026-10-06,11132.88,98.92,12,Monthly,Stock_Purchase,Male,05-Aug-1993,Single,1,Finance,54,1364.75,0,Livestock,InnBucks,Bulawayo FRN6924,0,2025-12-07,2025-12-26,2026-02-01,2027-12-16,342.66,110.36,24,Monthly,Farming_Inputs,Male,05-Apr-1997,Single,0,Agriculture,,119.77,2,Guarantor,Bank_Transfer,Harare JUY6087,5,2025-09-24,2025-09-27,2025-11-01,2026-03-26,921.41,165.96,6,Bi-Weekly,Funeral,Male,08-Jun-1980,Married,7,Education,72,532.21,0,,InnBucks,Manicaland SES3445,0,2025-01-03,2025-01-10,2025-02-14,2026-01-05,667.89,18.29,12,Monthly,Stock_Purchase,Male,16-Jan-1992,Single,4,Agriculture,108,86.76,3,Livestock,EcoCash,Harare WGI1556,3,2025-04-19,2025-05-08,2025-06-13,2026-10-30,3347.62,17.86,18,Monthly,Personal,Female,16-Sep-1981,Single,8,Transport,151,1059.14,2,Guarantor,Bank_Transfer,Midlands JCY3296,5,2025-07-24,2025-08-02,2025-09-07,2026-01-29,1106.12,141.7,6,Weekly,Medical,Male,17-May-2004,Single,2,Healthcare,16,669.39,2,None,Cash,Mashonaland_West ZYP6649,2,2025-05-04,2025-05-20,2025-07-04,2026-11-11,4602.48,13.8,18,Monthly,Livestock,Female,30-Jun-1990,Married,3,Retail_Trade,53,715.07,0,Savings,Cash,Matabeleland_North AED3703,2,2025-02-13,2025-03-04,2025-04-09,2026-02-27,12427.56,126.63,12,Monthly,Farming_Inputs,Female,11-Apr-2006,Single,0,Healthcare,6,928.75,3,Livestock,OneMoney,Manicaland MTZ7722,2,2024-12-25,2025-01-02,2025-01-28,2025-12-28,4057.75,97.4,12,Weekly,Farming_Inputs,Male,16-Jul-1991,Married,2,Healthcare,11,348.93,2,None,Bank_Transfer,Bulawayo BJG7415,3,2025-04-21,2025-04-25,2025-06-01,2025-10-22,2004.86,13.26,6,Monthly,Medical,Male,10-Sep-1959,Married,2,Mining,86,858.94,3,None,Cash,Mashonaland_Central QUQ6472,0,2025-09-14,2025-09-28,2025-10-28,2025-12-27,1818.7,79.02,3,Bi-Weekly,Farming_Inputs,Female,18-May-1971,Married,2,Informal_Sector,18,460.7,2,Vehicle,EcoCash,Mashonaland_Central ZPH0403,1,2025-10-13,2025-10-17,2025-11-13,2028-10-01,16922.84,110.75,36,Monthly,Equipment,Female,22-Nov-1974,Divorced,0,NGO,139,806.88,7,Vehicle,Cash,Mashonaland_Central TNT9669,3,2025-09-22,2025-10-10,2025-11-13,2027-09-30,686.23,91.96,24,Monthly,School_Fees,Female,27-Dec-1984,Widowed,6,Informal_Sector,15,261.88,0,Guarantor,EcoCash,Bulawayo UPQ7495,0,2025-02-19,2025-03-02,2025-04-13,2025-08-29,2422.62,,6,Monthly,Stock_Purchase,Female,30-Jul-1991,Divorced,,Informal_Sector,7,312.25,4,None,EcoCash,Bulawayo UQN4012,4,2025-08-16,2025-09-02,2025-10-13,2027-08-23,15561.38,82.68,24,Monthly,,Female,26-Dec-1977,Married,4,Telecom,148,,1,Vehicle,EcoCash,Harare TTO9584,5,2025-12-21,2025-12-31,2026-01-28,2026-03-01,1303.81,130.49,2,Monthly,Personal,Male,08-Jun-1995,Single,1,Construction,36,1072.34,0,Property,Bank_Transfer,Masvingo KQR3390,0,2025-12-01,2025-12-07,2026-01-19,2026-06-05,1677.33,126.26,6,Monthly,School_Fees,Male,02-Aug-1994,Single,4,Government,129,809.91,5,Guarantor,Cash,Matabeleland_North GWH4376,2,2025-08-18,2025-08-21,2025-09-17,2027-08-11,1728.7,101.83,24,Weekly,Working_Capital,Female,12-Aug-1975,Single,,Government,51,325.83,0,Guarantor,EcoCash,Harare WBC6848,5,2025-07-11,2025-07-31,2025-09-01,2025-10-29,454.78,199.13,3,Bi-Weekly,Medical,Male,14-Nov-2007,Married,,Education,3,454.41,0,Vehicle,Cash,Midlands ROT5760,3,2025-10-20,2025-11-03,2025-12-06,2026-05-02,734.36,16.06,6,Monthly,Rent,Female,27-Apr-1981,Widowed,5,Education,40,,2,Guarantor,Bank_Transfer,Harare ZIR1901,2,2026-02-01,2026-02-03,2026-03-17,2026-10-31,2924.44,12.17,9,Monthly,,Female,26-May-1996,Married,,Construction,97,284.95,4,None,Cash,Harare ZMP0907,3,2025-06-03,2025-06-08,2025-07-11,2025-12-05,1409.27,87.51,6,Monthly,,Male,28-Jun-1992,Married,5,Informal_Sector,34,677.58,1,,Bank_Transfer,Bulawayo EJH4064,2,2026-01-23,2026-02-01,2026-03-06,2027-07-26,4921.81,85.7,18,Monthly,Working_Capital,Female,07-Dec-1964,Married,6,Informal_Sector,10,,0,None,Bank_Transfer,Mashonaland_East IAA4193,0,2025-06-25,2025-07-14,2025-08-10,2027-01-05,533.1,16.51,18,Bi-Weekly,Home_Improvement,Male,23-Mar-1975,Divorced,4,Agriculture,42,107.41,3,Guarantor,Bank_Transfer,Harare JAV8082,0,2025-08-03,2025-08-23,2025-09-25,2026-08-18,821.46,101.85,12,Monthly,Debt_Consolidation,Male,28-Jun-1978,Divorced,5,Agriculture,,180.5,2,None,Cash,Harare BZJ2124,4,2025-01-11,2025-02-01,2025-03-16,2026-07-26,3102.92,14.6,18,Monthly,Equipment,Male,24-Mar-1993,Married,,Education,145,322.88,1,None,OneMoney,Mashonaland_West BHS3652,1,2025-02-14,2025-02-26,2025-03-28,2026-02-21,9387.59,87.89,12,Monthly,Stock_Purchase,Female,26-Nov-1980,Divorced,4,Healthcare,101,769.56,6,Property,Bank_Transfer,Bulawayo QGN7269,2,2026-02-11,2026-02-19,2026-03-20,2027-08-13,3552.89,94.57,18,Monthly,Working_Capital,Male,02-Jul-1982,Married,4,Government,121,582.39,3,Livestock,InnBucks,Harare BQB0802,0,2025-11-11,2025-11-13,2025-12-16,2026-02-11,751.78,13.61,3,Monthly,Rent,Female,02-Jul-1980,Married,3,,52,207.44,2,Property,Bank_Transfer,Masvingo LAN9368,0,2025-10-20,2025-11-09,2025-12-15,2027-10-30,2692.75,14.23,24,Monthly,Livestock,Male,19-Jan-1973,Married,4,Retail_Trade,81,721.85,0,None,Bank_Transfer,Midlands BLR4102,3,2025-01-08,2025-01-23,2025-02-19,2026-01-18,662.6,14.52,12,Monthly,Debt_Consolidation,Male,09-Sep-1995,Single,0,Informal_Sector,24,133.25,1,Guarantor,EcoCash,Manicaland EJL9181,1,2025-03-26,2025-03-31,2025-05-14,2025-09-27,17875.34,112.12,6,Weekly,Business_Expansion,Male,08-Jul-1997,Married,4,Mining,40,,3,Savings,Bank_Transfer,Mashonaland_West CGJ1367,3,2026-01-13,2026-01-28,2026-03-03,2027-01-23,473.93,17.59,12,Monthly,Medical,Male,01-Jul-1998,Married,2,Agriculture,,163.06,2,Guarantor,Cash,Mashonaland_West YGM7289,0,2025-09-03,2025-09-18,2025-10-17,2027-09-08,1247.61,16.57,24,Monthly,Wedding,Male,07-Apr-1998,Single,3,Agriculture,,,4,,Cash,Bulawayo ANE4633,5,2025-05-18,2025-06-05,2025-06-30,2025-07-05,1373.02,176.23,1,Bi-Weekly,Funeral,Female,25-Feb-1981,Married,0,Construction,33,638.95,2,Guarantor,InnBucks,Matabeleland_South RVJ5763,4,2025-05-09,2025-05-11,2025-06-15,2027-05-01,14144.75,14.99,24,Monthly,Equipment,Female,09-Mar-1996,Married,1,NGO,,1485.24,6,Livestock,EcoCash,Matabeleland_North EWD0068,5,2025-12-01,2025-12-03,2026-01-13,2026-03-03,271.1,166.3,3,Monthly,Funeral,Male,16-Dec-1970,Married,1,Government,172,286.47,1,Vehicle,Cash,Midlands KIU4194,3,2025-11-12,2025-11-21,2025-12-23,2026-05-20,465.69,12.79,6,Monthly,Debt_Consolidation,Male,01-Nov-1966,Married,6,Informal_Sector,27,135.08,1,Guarantor,InnBucks,Harare QUK9800,3,2025-01-10,2025-01-18,2025-02-21,2027-01-08,1250.23,12.29,24,Monthly,School_Fees,Female,25-Oct-1980,Married,4,Agriculture,51,505.82,0,Savings,Bank_Transfer,Manicaland ZXV4730,3,2025-04-12,2025-04-19,2025-05-22,2026-04-14,1486.54,15.07,12,Monthly,Debt_Consolidation,Female,15-Nov-1981,Widowed,,Government,93,,4,Savings,OneMoney,Mashonaland_West LVO3150,1,2025-07-20,2025-08-03,2025-09-12,2028-07-18,504.69,12.33,36,Monthly,Equipment,Female,28-Sep-1994,Married,3,Informal_Sector,,47.76,5,None,Bank_Transfer,Harare AHH5972,1,2025-05-17,2025-06-04,2025-07-01,2028-05-19,5329.26,11.3,36,Monthly,Stock_Purchase,Female,14-Apr-1987,Single,3,Informal_Sector,14,297.18,2,Property,Cash,Matabeleland_South XCC1590,0,2025-03-21,2025-04-09,2025-05-11,2026-04-04,510.97,110.49,12,Bi-Weekly,Medical,Female,10-May-1984,Widowed,2,Retail_Trade,51,136.97,3,None,InnBucks,Mashonaland_East GFT3151,1,2025-03-02,2025-03-12,2025-04-20,2026-03-07,6590.34,12.31,12,Monthly,Working_Capital,Male,17-Aug-1992,Married,1,Transport,36,431.56,4,Livestock,EcoCash,Bulawayo ODI5254,4,2025-03-10,2025-03-15,2025-04-09,2028-02-28,17804.86,16.49,36,Monthly,Vehicle,Female,06-Feb-2004,Single,1,Informal_Sector,23,607.79,1,Livestock,EcoCash,Harare OHC5461,2,2026-02-13,2026-02-26,2026-03-28,2028-02-16,11046.55,10.69,24,Monthly,Working_Capital,Female,01-May-1986,Widowed,3,Finance,93,990.86,1,Property,EcoCash,Harare AAV2795,3,2025-07-01,2025-07-02,2025-08-09,2026-12-24,4534.32,15.16,18,Bi-Weekly,School_Fees,Male,07-Apr-1971,Divorced,6,Transport,7,1008.25,0,Guarantor,EcoCash,Harare LOZ9316,1,2025-08-05,2025-08-19,2025-09-26,2026-02-15,5304.16,15.14,6,Monthly,Business_Expansion,Male,26-May-2004,Single,1,Construction,1,418.13,2,Property,Bank_Transfer,Harare KWR9727,2,2025-02-18,2025-02-23,2025-03-24,2026-02-18,2042.22,90.32,12,Monthly,Livestock,Female,12-Feb-1963,Divorced,4,Finance,6,612.84,3,Property,EcoCash,Harare TPP8062,3,2025-07-11,2025-08-01,2025-08-26,2027-01-23,1849.0,15.37,18,Monthly,Personal,Female,18-Feb-1972,Married,4,Education,168,522.52,1,Guarantor,Cash,Mashonaland_Central AVM2870,2,2025-10-25,2025-11-12,2025-12-12,2026-11-07,6131.38,12.15,12,Weekly,Livestock,Female,16-Apr-1959,Married,7,Informal_Sector,6,346.06,3,None,Bank_Transfer,Harare ODF8635,5,2025-07-04,2025-07-25,2025-08-20,2025-08-24,1571.38,144.48,1,Weekly,Personal,Male,20-Jan-1960,Single,0,Construction,,651.56,1,None,EcoCash,Harare CFI3776,2,2025-05-04,2025-05-16,2025-06-26,2025-11-12,4993.74,14.53,6,Monthly,Equipment,Female,25-Feb-1998,Married,5,NGO,84,630.76,2,None,Bank_Transfer,Harare YFE4650,0,2025-05-29,2025-06-06,2025-07-21,2025-12-03,3506.07,104.0,6,Monthly,Business_Expansion,Male,15-Aug-1964,Married,4,Construction,,554.33,1,,Cash,Mashonaland_Central BCO5854,4,2025-07-21,2025-07-27,2025-08-23,2027-01-18,1159.64,16.39,18,Bi-Weekly,Home_Improvement,Female,15-Sep-1988,Married,5,Agriculture,58,76.39,2,None,Cash,Bulawayo MMN5992,0,2026-02-02,2026-02-19,2026-04-04,2026-08-18,2903.38,104.14,6,Weekly,Working_Capital,Female,21-Nov-2002,Divorced,2,Government,25,647.93,4,None,Cash,Midlands BTQ6212,3,2025-08-11,2025-08-19,2025-09-26,2026-08-14,3814.39,63.35,12,Monthly,Personal,Male,19-Dec-1975,Married,1,Construction,46,898.82,1,Guarantor,OneMoney,Mashonaland_West VXN7611,1,2025-07-28,2025-08-11,2025-09-10,2026-02-07,1035.89,124.59,6,Monthly,Business_Expansion,Male,30-Nov-1964,,,,,69.18,0,None,Bank_Transfer,Bulawayo HXL0687,5,2024-12-26,2025-01-15,2025-02-12,2025-03-16,628.6,162.55,2,Monthly,Personal,Female,10-Jan-1998,Widowed,2,Government,56,316.04,4,Guarantor,Bank_Transfer,Bulawayo HCE8316,1,2025-05-19,2025-06-07,2025-07-14,2025-12-04,3150.03,15.18,6,Monthly,Working_Capital,Male,08-Oct-1962,Married,4,Retail_Trade,52,382.24,2,Guarantor,Bank_Transfer,Bulawayo WZS2541,3,2025-04-30,2025-05-14,2025-06-26,2026-05-09,1774.79,14.88,12,Monthly,Medical,Female,11-Jun-1973,Married,6,Retail_Trade,50,461.26,2,Guarantor,Bank_Transfer,Mashonaland_Central VPU3401,1,2026-02-10,2026-02-18,2026-03-28,2029-02-02,5245.3,106.33,36,Monthly,Equipment,Female,07-Jan-1958,Married,0,Agriculture,75,238.22,0,Vehicle,Bank_Transfer,Harare VEB8716,5,2025-09-20,2025-09-27,2025-10-28,2025-12-26,254.78,150.21,3,Monthly,Medical,Male,10-Mar-1997,Single,3,,35,251.38,0,None,Bank_Transfer,Mashonaland_West CJV7406,2,2025-12-24,2026-01-06,2026-02-13,2027-06-30,10277.7,93.57,18,Monthly,Equipment,Female,23-Apr-1991,Married,3,Healthcare,48,981.48,1,Livestock,Bank_Transfer,Bulawayo RJP1923,3,2025-01-07,2025-01-23,2025-02-20,2026-01-18,2014.03,12.38,12,Monthly,School_Fees,Male,06-Jul-1989,Single,2,Telecom,40,451.49,1,Guarantor,Bank_Transfer,Harare KBN5171,0,2025-07-26,2025-08-12,2025-09-13,2026-08-07,7677.4,165.39,12,Monthly,Funeral,Female,15-Jan-1994,Married,2,Finance,53,,3,None,EcoCash,Harare QPB1565,0,2025-09-14,2025-09-18,2025-10-25,2026-09-13,2482.18,150.06,12,Bi-Weekly,School_Fees,Male,27-Dec-1986,Married,2,NGO,123,,0,Savings,Bank_Transfer,Mashonaland_West SHW6134,0,2026-01-13,2026-02-01,2026-03-03,2026-07-31,1436.68,15.94,6,Monthly,Equipment,Female,05-Oct-1964,Single,3,Construction,67,526.59,1,None,EcoCash,Masvingo PVV2656,3,2025-04-05,2025-04-14,2025-05-15,2026-04-09,529.02,,12,Bi-Weekly,,Male,22-Mar-1971,Single,,Healthcare,48,344.74,1,Savings,EcoCash,Manicaland GBK2327,4,2025-06-20,2025-06-28,2025-07-28,2028-06-12,4474.71,19.75,36,Monthly,Vehicle,Male,27-Jan-1989,Single,6,Informal_Sector,27,150.28,1,Guarantor,EcoCash,Manicaland GSH2269,0,2025-09-30,2025-10-07,2025-11-15,2027-03-31,1908.27,84.98,18,Monthly,Personal,Female,28-Mar-1997,Single,2,Retail_Trade,,590.45,2,None,OneMoney,Midlands HQH5342,1,2025-01-14,2025-01-31,2025-03-11,2026-01-26,6073.58,102.87,12,Monthly,Business_Expansion,Male,27-Jun-1995,Single,5,,99,247.86,2,Vehicle,InnBucks,Bulawayo IOH7276,3,2025-12-23,2026-01-01,2026-02-10,2026-06-30,1369.85,15.16,6,Monthly,Medical,Male,13-Nov-1976,,6,Government,173,396.3,2,None,,Midlands EEF7466,0,2025-12-11,2025-12-29,2026-02-06,2027-06-22,1037.02,108.34,18,Monthly,Debt_Consolidation,Male,25-Jul-1993,Single,4,Education,146,471.15,2,Savings,InnBucks,Manicaland VGV8594,2,2025-01-10,2025-01-16,2025-02-17,2026-01-11,5956.96,129.53,12,Bi-Weekly,Equipment,Female,29-Sep-1980,Married,4,Construction,83,580.42,0,Livestock,Cash,Mashonaland_Central QSY8941,0,2025-07-26,2025-08-03,2025-09-11,2025-11-01,1532.57,16.2,3,Monthly,Livestock,Female,11-Jun-1995,Married,,Agriculture,25,268.57,0,,EcoCash,Harare NYC2081,1,2025-10-11,2025-10-20,2025-12-01,2026-04-18,1960.7,14.77,6,Monthly,Business_Expansion,Female,22-May-2002,Single,0,Education,19,279.68,1,Property,EcoCash,Bulawayo EGT6687,0,2025-10-19,2025-11-01,2025-12-12,2026-01-30,1467.93,87.03,3,Monthly,Vehicle,Male,06-Jan-1991,Married,3,Informal_Sector,14,491.26,3,Vehicle,EcoCash,Midlands OEG2338,0,2025-06-27,2025-07-14,2025-08-22,2025-10-12,590.65,125.8,3,Bi-Weekly,Funeral,Female,14-Dec-1966,Married,6,Informal_Sector,16,200.34,5,Savings,Cash,Harare VMK6024,3,2025-12-05,2025-12-25,2026-01-22,2027-12-15,1480.63,16.01,24,Monthly,Rent,Male,05-Jul-1991,Married,5,Retail_Trade,59,721.21,4,Property,Cash,Matabeleland_South AHX1094,1,2025-01-26,2025-02-09,2025-03-19,2026-02-04,8174.7,128.86,12,Monthly,Business_Expansion,Male,08-Dec-1995,Widowed,4,Retail_Trade,,771.01,0,Guarantor,EcoCash,Mashonaland_East SMN2302,5,2025-02-06,2025-02-08,2025-03-24,2025-05-09,1349.24,158.79,3,Weekly,Rent,Male,28-Jan-2007,Married,3,Retail_Trade,9,693.94,1,None,EcoCash,Mashonaland_East WBO6639,0,2025-02-02,2025-02-22,2025-04-07,2026-02-17,4539.0,86.96,12,Monthly,School_Fees,Male,01-Apr-1992,Single,3,Manufacturing,93,561.78,0,Property,EcoCash,Mashonaland_Central DWE4874,1,2025-12-13,2025-12-23,2026-01-18,2026-12-18,6662.21,117.21,12,Monthly,Equipment,Male,04-Sep-1972,Married,2,Government,69,376.86,2,Guarantor,Bank_Transfer,Mashonaland_Central YGG2124,4,2025-01-14,2025-02-03,2025-03-06,2029-01-13,9389.08,15.49,48,Monthly,Equipment,Female,28-Oct-2003,Single,0,Government,39,412.07,2,Property,InnBucks,Masvingo DLT6927,1,2025-07-06,2025-07-18,2025-08-16,2027-01-09,1769.71,104.16,18,Monthly,Equipment,Male,19-Mar-1971,Divorced,3,Agriculture,42,,2,Vehicle,Cash,Masvingo OMQ5213,1,2025-10-29,2025-11-08,2025-12-10,2026-11-03,10377.26,12.2,12,Monthly,Working_Capital,Male,04-Sep-2004,Single,0,Telecom,24,839.55,1,Guarantor,OneMoney,Manicaland HYN3175,1,2026-01-08,2026-01-13,2026-02-08,2026-07-12,6412.87,14.84,6,Monthly,Business_Expansion,Male,08-Nov-1973,Married,4,Informal_Sector,19,323.31,2,Property,InnBucks,Masvingo MXM1386,0,2025-02-25,2025-03-18,2025-04-17,2026-03-13,1267.42,18.25,12,Monthly,Personal,Male,29-Jul-1988,Married,0,Retail_Trade,38,225.16,1,Vehicle,Bank_Transfer,Manicaland YOE8273,2,2026-02-21,2026-02-25,2026-04-10,2026-08-24,3002.61,98.84,6,Bi-Weekly,Equipment,Male,07-Sep-1954,Single,6,Government,74,507.7,1,Livestock,EcoCash,Harare SXH2889,1,2025-10-02,2025-10-14,2025-11-17,2026-10-09,9117.21,121.67,12,Monthly,Business_Expansion,Male,28-Feb-1961,Married,5,Manufacturing,33,685.94,0,Vehicle,Bank_Transfer,Bulawayo CXY0805,1,2025-02-09,2025-02-15,2025-03-28,2027-02-05,4169.29,89.13,24,Monthly,Working_Capital,Female,13-Jun-1970,Married,0,Agriculture,38,200.76,1,None,OneMoney,Masvingo VQM5812,1,2025-07-31,2025-08-20,2025-09-22,2027-02-11,2716.1,95.0,18,Monthly,Business_Expansion,Male,20-Mar-1974,Married,3,Agriculture,63,304.66,0,Property,Cash,Matabeleland_North DDA7524,4,2026-02-13,2026-02-18,2026-03-27,2027-02-13,5917.56,78.14,12,Monthly,Vehicle,,17-Oct-1968,Divorced,3,Healthcare,27,613.2,0,None,OneMoney,Manicaland WOD5143,1,2025-08-08,2025-08-19,2025-09-22,2028-08-03,9209.53,132.56,36,Monthly,Business_Expansion,Female,14-Aug-1961,Married,6,Agriculture,156,,1,Savings,EcoCash,Matabeleland_North OZJ5660,0,2025-09-06,2025-09-15,2025-10-28,2026-03-14,2224.02,96.63,6,Monthly,Personal,Male,19-Jan-1998,Married,2,Education,104,425.08,0,,EcoCash,Mashonaland_West ISX8503,3,2025-03-08,2025-03-26,2025-05-04,2025-09-22,699.13,19.41,6,Monthly,Rent,Male,23-Jun-1980,Single,5,Informal_Sector,16,192.71,3,,Bank_Transfer,Midlands JQX8638,1,2026-01-28,2026-02-08,2026-03-08,2027-08-02,4873.62,143.7,18,Monthly,Stock_Purchase,Female,17-Aug-1963,Married,6,Government,148,557.51,1,None,InnBucks,Mashonaland_Central YDL1970,5,2025-08-18,2025-08-24,2025-09-25,2025-11-22,847.03,132.91,3,Weekly,Funeral,Male,09-May-2000,Widowed,4,Retail_Trade,13,593.51,4,Guarantor,OneMoney,Harare WFU9294,0,2025-04-09,2025-04-24,2025-06-08,2027-04-14,10154.58,88.95,24,Monthly,Working_Capital,Female,27-Aug-1984,Married,2,NGO,126,1487.0,0,None,EcoCash,Harare TPM6484,5,2025-09-28,2025-10-14,2025-11-26,2026-01-12,1336.2,148.73,3,Monthly,Personal,Male,03-Jan-1990,Divorced,2,Finance,,607.73,5,None,Bank_Transfer,Midlands AYC1772,3,2025-01-05,2025-01-17,2025-02-11,2026-01-12,1771.47,109.01,12,Monthly,Medical,Male,18-Mar-1985,Single,5,Retail_Trade,105,699.15,1,None,InnBucks,Harare KBW5416,3,2025-06-01,2025-06-09,2025-07-18,2027-05-30,1980.33,12.85,24,Monthly,,Male,09-Feb-1984,Married,6,Mining,21,978.72,3,Guarantor,EcoCash,Harare KAG1205,1,2025-03-01,2025-03-18,2025-04-22,2026-09-09,4431.98,12.43,18,Monthly,Business_Expansion,Male,07-Jul-1992,Married,3,Education,126,,2,Guarantor,OneMoney,Manicaland ZVJ7299,3,2025-02-14,2025-02-17,2025-03-26,2027-02-07,1958.0,11.83,24,Monthly,Rent,Male,07-Jul-2004,Single,0,Manufacturing,11,715.25,4,Property,EcoCash,Harare JLE0161,1,2025-03-14,2025-03-25,2025-04-28,2026-09-16,23366.51,95.23,18,Monthly,,Male,29-Jul-1970,Divorced,0,Finance,27,,0,Guarantor,InnBucks,Harare LEA1423,0,2025-01-03,2025-01-23,2025-03-03,2026-01-18,2861.86,88.93,12,Monthly,Vehicle,Male,20-Feb-1972,Married,2,Informal_Sector,44,,2,None,Bank_Transfer,Manicaland YBA3882,4,2025-09-06,2025-09-08,2025-10-23,2026-09-03,8238.32,100.25,12,Monthly,Home_Improvement,Male,18-Sep-1989,Married,6,Healthcare,25,252.45,2,Property,EcoCash,Bulawayo UHM9085,4,2025-09-29,2025-10-03,2025-11-16,2026-09-28,1440.01,94.25,12,Monthly,Home_Improvement,Female,04-Aug-1982,Married,4,Agriculture,35,64.31,1,Property,Cash,Harare MIL1434,1,2025-12-19,2026-01-08,2026-02-20,2027-07-02,5501.54,136.78,18,Monthly,Business_Expansion,Male,15-Feb-1974,Married,0,Informal_Sector,33,292.9,1,,EcoCash,Masvingo XPQ5985,4,2025-07-31,2025-08-07,2025-09-13,2027-07-28,1424.67,13.68,24,Monthly,Home_Improvement,Female,28-Nov-1971,Married,2,Informal_Sector,39,,3,Guarantor,EcoCash,Bulawayo UPN6139,4,2025-11-17,2025-12-03,2026-01-15,2029-11-12,25512.35,63.28,48,Monthly,Home_Improvement,Female,11-Jun-1988,Single,6,Finance,80,,1,Property,InnBucks,Harare WJA4580,5,2026-01-11,2026-01-28,2026-03-05,2026-07-27,409.01,142.36,6,Monthly,Funeral,Male,14-Jun-2006,Married,1,Retail_Trade,12,525.37,0,Guarantor,EcoCash,Bulawayo IMT6969,3,2025-07-13,2025-07-18,2025-08-25,2026-01-14,469.32,17.88,6,Monthly,Rent,Female,16-Nov-1984,Married,3,Manufacturing,154,200.86,0,None,EcoCash,Harare LIO2897,2,2025-01-07,2025-01-27,2025-03-04,2027-01-17,1766.95,88.91,24,Monthly,Livestock,Male,10-Jul-1979,Married,3,Healthcare,93,405.4,4,None,InnBucks,Mashonaland_East CXN6801,3,2025-08-23,2025-09-11,2025-10-07,2026-09-06,1556.22,17.35,12,Monthly,School_Fees,Male,16-Dec-1988,Married,4,Informal_Sector,10,547.27,4,Savings,EcoCash,Matabeleland_North BLU1556,2,2026-02-23,2026-02-27,2026-04-08,2027-08-21,3919.38,85.37,18,Monthly,Equipment,Male,30-Oct-1956,Married,6,Informal_Sector,52,292.42,1,None,Bank_Transfer,Masvingo AWG3946,1,2025-12-14,2025-12-27,2026-02-03,2026-12-22,9587.54,121.0,12,Monthly,Business_Expansion,Male,27-Aug-1985,Married,2,,62,425.66,2,Vehicle,OneMoney,Mashonaland_West DLQ9556,4,2025-01-06,2025-01-16,2025-02-26,2026-01-11,7656.36,13.23,12,Bi-Weekly,Home_Improvement,Female,27-Mar-1978,,0,Agriculture,23,424.13,2,Property,EcoCash,Matabeleland_South XEU7488,0,2025-10-16,2025-10-27,2025-11-25,2026-04-25,2544.91,119.74,6,Monthly,Business_Expansion,Male,17-Mar-1981,Married,4,,21,373.64,0,None,EcoCash,Manicaland FQU7276,4,2025-04-05,2025-04-18,2025-06-02,2026-04-13,8045.84,93.14,12,Monthly,Equipment,Male,02-Apr-1993,Married,4,Government,,402.07,4,Vehicle,EcoCash,Bulawayo NCY7459,4,2025-04-02,2025-04-16,2025-05-11,2028-03-31,1508.29,15.94,36,Monthly,Equipment,Male,13-Oct-1975,Married,,Informal_Sector,51,178.32,1,Property,EcoCash,Manicaland BCV7892,5,2025-09-27,2025-10-01,2025-10-26,2025-10-31,688.84,134.6,1,Weekly,Funeral,Female,02-May-1993,Married,3,Retail_Trade,31,299.45,1,None,EcoCash,Harare FLH4618,2,2025-11-09,2025-11-21,2026-01-05,2026-08-18,1312.8,9.72,9,Monthly,Equipment,Female,23-Oct-1988,Married,2,Retail_Trade,76,176.87,3,Livestock,EcoCash,Harare ZVV3028,3,2026-01-02,2026-01-17,2026-02-12,2027-07-11,1108.17,18.33,18,Monthly,Debt_Consolidation,Female,24-Aug-1986,Divorced,2,Manufacturing,73,311.62,3,Guarantor,EcoCash,Harare QZN1601,0,2025-04-23,2025-04-25,2025-06-04,2026-04-20,584.56,159.22,12,Weekly,Personal,Male,09-Nov-1965,Married,7,Informal_Sector,18,160.59,0,None,EcoCash,Manicaland XJZ1637,0,2025-12-14,2025-12-30,2026-01-28,2026-06-28,1609.01,116.91,6,Monthly,Personal,Male,10-Apr-1995,Married,2,Healthcare,31,447.3,4,,Bank_Transfer,Harare SYB5040,0,2025-11-10,2025-11-29,2026-01-08,2026-11-24,490.53,163.12,12,Monthly,Equipment,Female,09-Nov-1970,Married,5,Agriculture,95,146.69,0,Guarantor,EcoCash,Masvingo MAT7613,3,2025-08-15,2025-09-03,2025-10-17,2027-02-25,746.13,15.15,18,Weekly,Debt_Consolidation,Male,05-Aug-1968,Divorced,2,Healthcare,73,,0,None,InnBucks,Bulawayo NGH6801,0,2026-02-22,2026-02-26,2026-03-23,2027-08-20,1172.59,107.47,18,Monthly,Personal,Male,16-Feb-1960,Married,1,Agriculture,34,296.18,4,Property,InnBucks,Midlands ZOL0059,2,2026-02-20,2026-02-27,2026-04-03,2027-02-22,8728.61,71.9,12,Monthly,Working_Capital,Male,07-Sep-1961,Married,6,Construction,87,1159.45,0,Guarantor,Bank_Transfer,Manicaland EXA7114,3,2025-11-28,2025-12-18,2026-01-12,2027-12-08,270.66,15.16,24,Weekly,School_Fees,Male,13-Sep-1984,Married,3,Agriculture,18,92.06,5,Guarantor,Bank_Transfer,Masvingo CXM0142,1,2026-01-01,2026-01-19,2026-02-13,2027-01-14,6995.48,12.21,12,Monthly,Stock_Purchase,Female,05-Feb-1963,Divorced,2,Manufacturing,41,682.2,3,Property,EcoCash,Harare PJS4371,0,2025-08-04,2025-08-17,2025-09-28,2026-08-12,5235.63,89.66,12,Monthly,Medical,Male,21-Mar-2008,Single,2,Education,2,630.87,3,Vehicle,EcoCash,Harare JXR1657,5,2025-08-22,2025-08-24,2025-10-06,2025-11-22,580.13,128.41,3,Monthly,Funeral,Female,08-Sep-2005,Single,0,Informal_Sector,6,475.95,4,Guarantor,EcoCash,Harare BEK1391,4,2025-10-19,2025-10-24,2025-12-04,2027-10-14,3163.34,85.51,24,Monthly,Home_Improvement,Male,25-Aug-1999,Married,1,Manufacturing,14,141.82,0,Livestock,EcoCash,Harare WXU9583,3,2025-11-27,2025-12-17,2026-01-16,2026-12-12,2159.73,15.35,12,Monthly,School_Fees,Male,30-Dec-2000,Married,3,Construction,30,905.96,3,Guarantor,EcoCash,Harare RNZ7098,1,2025-01-01,2025-01-07,2025-02-09,2026-07-01,4488.99,93.48,18,Monthly,Equipment,Female,09-Oct-2001,Single,1,Education,15,287.53,2,None,OneMoney,Midlands PMS0890,4,2025-08-28,2025-09-08,2025-10-06,2026-09-03,11809.58,80.31,12,Monthly,Home_Improvement,Male,24-May-2004,Single,,Retail_Trade,31,506.82,1,,Cash,Manicaland AQL5980,2,2025-11-01,2025-11-17,2025-12-25,2026-11-12,2542.71,80.09,12,Monthly,Farming_Inputs,Female,04-Mar-2006,Single,0,Agriculture,3,176.91,6,Property,Bank_Transfer,Manicaland ERS2016,1,2025-07-09,2025-07-30,2025-09-11,2027-07-20,10712.07,15.56,24,Monthly,Business_Expansion,Female,11-Mar-2005,Single,2,Government,34,536.92,1,None,InnBucks,Harare ZOH1839,4,2025-04-08,2025-04-29,2025-05-28,2028-04-13,26074.69,96.96,36,Monthly,Vehicle,Male,18-Sep-1980,Married,,Finance,49,1989.45,0,Vehicle,OneMoney,Harare FVX0195,0,2025-09-03,2025-09-18,2025-10-15,2027-09-08,917.51,14.42,24,Monthly,Business_Expansion,Female,22-Feb-1968,Married,5,Retail_Trade,15,339.47,1,,Bank_Transfer,Harare BPH3648,1,2025-09-15,2025-10-02,2025-10-27,2028-09-16,8298.76,111.0,36,Weekly,Stock_Purchase,Male,27-Jul-1975,Widowed,3,Informal_Sector,32,440.35,2,Property,EcoCash,Manicaland ZVF6316,1,2025-01-25,2025-02-06,2025-03-20,2026-02-01,5047.24,16.54,12,Weekly,Business_Expansion,Male,13-Feb-2005,Divorced,1,Government,24,525.89,0,Guarantor,OneMoney,Harare BSK9724,2,2024-12-23,2025-01-13,2025-02-08,2027-01-03,1346.78,71.58,24,Weekly,Farming_Inputs,Male,21-Jun-1986,Married,1,Informal_Sector,10,285.38,5,Guarantor,Bank_Transfer,Mashonaland_East IBD2355,4,2026-01-08,2026-01-15,2026-02-20,2029-12-25,13134.01,19.85,48,Monthly,Home_Improvement,Male,12-Jul-1966,Divorced,2,Construction,54,1031.44,1,Vehicle,EcoCash,Harare CFW3424,2,2025-02-13,2025-02-25,2025-04-10,2027-02-15,7039.88,86.99,24,Monthly,Working_Capital,Male,12-Jul-1990,Married,3,Manufacturing,98,693.45,3,None,InnBucks,Bulawayo HXP4535,1,2025-06-22,2025-07-04,2025-08-15,2025-12-31,18398.74,123.87,6,Monthly,Business_Expansion,Female,29-May-1978,Widowed,3,Education,160,777.92,0,Vehicle,EcoCash,Harare CAT0625,4,2025-07-31,2025-08-20,2025-09-20,2027-08-10,22714.9,15.47,24,Bi-Weekly,Equipment,Female,03-Nov-2002,Single,3,NGO,10,869.53,5,None,EcoCash,Harare MTT2731,3,2025-10-11,2025-10-31,2025-12-02,2027-04-24,418.71,19.01,18,Monthly,Medical,Male,05-Jul-1978,Married,,Agriculture,82,164.78,4,Guarantor,InnBucks,Harare IFO0991,4,2025-02-14,2025-02-26,2025-04-05,2029-02-05,2423.14,90.06,48,Monthly,,Female,13-Jan-1965,Divorced,2,Manufacturing,54,213.9,0,None,InnBucks,Bulawayo GVG1586,0,2025-02-06,2025-02-11,2025-03-14,2025-08-10,3743.55,15.28,6,Bi-Weekly,Funeral,Male,18-Jan-1993,Married,1,Retail_Trade,37,1095.06,1,None,Cash,Mashonaland_West CFC9673,3,2025-08-27,2025-08-30,2025-10-09,2027-02-21,1975.48,13.83,18,Bi-Weekly,Medical,Female,31-Dec-2002,Single,1,Construction,,374.69,2,Savings,Bank_Transfer,Masvingo TEU2111,2,2025-03-12,2025-03-29,2025-05-07,2026-03-24,1330.78,110.21,12,Monthly,Livestock,Male,18-Dec-1990,Single,2,Retail_Trade,54,205.58,2,None,Cash,Matabeleland_South QPS7127,2,2025-11-28,2025-11-29,2026-01-02,2026-08-26,11247.46,12.3,9,Monthly,Farming_Inputs,Female,15-Mar-1987,Married,4,Finance,73,694.01,2,Savings,EcoCash,Mashonaland_West YBV5242,0,2026-01-22,2026-01-26,2026-03-11,2026-07-25,797.04,94.69,6,Monthly,School_Fees,Female,27-Oct-1968,Widowed,1,Education,86,266.46,6,None,Cash,Mashonaland_East KOR4670,2,2025-05-27,2025-06-02,2025-07-17,2026-02-27,4033.55,9.56,9,Monthly,Working_Capital,Male,12-Jan-2005,Married,2,Retail_Trade,13,287.02,0,None,EcoCash,Midlands QTM8492,2,2025-12-10,2025-12-24,2026-02-05,2026-09-20,6202.7,87.96,9,Monthly,Livestock,Male,18-Nov-2005,Single,1,Retail_Trade,5,965.64,4,Livestock,EcoCash,Midlands MYK8510,3,2025-07-31,2025-08-01,2025-08-28,2026-07-27,503.24,15.88,12,Monthly,Rent,Female,08-May-2005,Married,1,Agriculture,21,375.92,1,Guarantor,OneMoney,Mashonaland_East NAG2773,4,2025-05-09,2025-05-16,2025-06-16,2026-11-07,2613.92,13.69,18,Monthly,Home_Improvement,Female,14-May-1978,Married,3,Informal_Sector,15,160.35,1,Vehicle,InnBucks,Midlands PEC6263,2,2025-03-03,2025-03-19,2025-04-27,2026-03-14,1188.7,119.77,12,Monthly,Livestock,Male,11-May-2000,Married,1,Manufacturing,39,,2,Vehicle,EcoCash,Manicaland PGD1204,3,2026-01-28,2026-01-31,2026-03-14,2027-07-25,999.04,79.47,18,Monthly,Debt_Consolidation,Female,21-Feb-1958,Married,5,Construction,92,222.7,1,Vehicle,Bank_Transfer,Harare LGI3912,1,2026-01-28,2026-02-02,2026-03-05,2027-07-27,4410.49,16.67,18,Monthly,Stock_Purchase,Male,01-May-1976,Married,3,Informal_Sector,19,265.45,5,,Bank_Transfer,Harare GCF7357,3,2025-05-06,2025-05-21,2025-07-01,2027-05-11,662.71,16.24,24,Monthly,Personal,Female,29-Mar-1999,Married,3,Informal_Sector,4,,2,Savings,Cash,Midlands OQQ3585,0,2025-06-09,2025-06-19,2025-07-20,2026-12-11,1414.36,97.59,18,Monthly,Stock_Purchase,Female,20-Sep-1977,Married,2,Transport,,658.39,6,None,Bank_Transfer,Midlands ARM0626,4,2025-11-27,2025-12-07,2026-01-04,2028-11-21,9155.74,14.27,36,Monthly,Home_Improvement,Female,28-Dec-1980,Divorced,0,Education,23,333.71,0,Vehicle,EcoCash,Midlands IAI1021,5,2025-06-26,2025-07-17,2025-08-18,2025-09-15,983.47,144.39,2,Bi-Weekly,Personal,Male,22-Oct-1981,Divorced,6,Transport,,506.87,1,Savings,EcoCash,Harare MFE2142,1,2025-10-16,2025-10-22,2025-12-06,2026-10-17,1367.1,101.12,12,Monthly,,Male,29-May-2004,Single,,Agriculture,10,329.07,2,Property,Bank_Transfer,Manicaland KPI3589,4,2025-09-11,2025-09-15,2025-10-28,2029-08-25,8160.79,15.8,48,Monthly,Vehicle,Male,26-Jan-1994,Married,0,Manufacturing,114,596.63,1,None,Bank_Transfer,Mashonaland_Central YKS7999,1,2025-12-11,2025-12-25,2026-01-19,2027-12-15,9705.9,86.68,24,Monthly,Business_Expansion,Female,12-May-1985,Divorced,4,Finance,130,587.56,0,None,Bank_Transfer,Mashonaland_East VGQ7720,5,2025-12-26,2026-01-13,2026-02-21,2026-07-12,677.03,134.68,6,Monthly,Funeral,Female,13-Jul-1962,Widowed,5,Informal_Sector,39,332.35,6,None,EcoCash,Harare PWY5428,3,2025-06-16,2025-07-04,2025-08-16,2026-06-29,1654.6,15.93,12,Monthly,Medical,Male,08-Jun-1998,Married,,Informal_Sector,9,596.98,2,None,Cash,Harare VAS9650,0,2025-10-20,2025-11-04,2025-12-10,2027-10-25,1911.63,19.58,24,Monthly,Working_Capital,Female,14-Sep-2006,Single,0,Agriculture,10,268.35,0,Guarantor,Cash,Masvingo VTV0991,4,2025-03-27,2025-04-02,2025-05-17,2027-03-23,1517.31,88.49,24,Monthly,Home_Improvement,Male,07-Jun-1977,Married,6,Informal_Sector,12,206.21,0,Vehicle,Cash,Mashonaland_West HQA7458,0,2025-02-14,2025-03-03,2025-04-06,2025-08-30,8182.58,15.41,6,Monthly,Home_Improvement,Female,25-Nov-1963,Divorced,0,Finance,47,1474.93,2,Property,OneMoney,Manicaland LSI5734,0,2025-10-04,2025-10-10,2025-11-10,2026-10-05,1337.13,126.74,12,Monthly,Stock_Purchase,Male,19-Feb-1993,Married,3,Healthcare,31,345.63,6,Guarantor,InnBucks,Bulawayo OKO3668,1,2025-11-26,2025-11-30,2026-01-13,2026-11-25,9320.24,12.96,12,Monthly,Working_Capital,Male,15-Mar-1961,Married,1,Healthcare,52,496.93,1,None,EcoCash,Bulawayo GZL1877,4,2026-01-21,2026-02-07,2026-03-14,2029-01-22,3431.12,18.42,36,Monthly,Home_Improvement,Male,28-Oct-2003,Single,1,Informal_Sector,32,247.55,1,None,Cash,Bulawayo KWN6422,1,2025-04-21,2025-05-01,2025-06-04,2028-04-15,8284.64,127.83,36,Monthly,Business_Expansion,Male,26-Dec-1984,Married,3,Government,101,510.98,1,Guarantor,Bank_Transfer,Bulawayo GUA2567,4,2025-11-15,2025-11-27,2025-12-26,2026-11-22,19569.09,12.55,12,Monthly,Equipment,Male,23-Apr-1957,Married,7,NGO,48,1271.29,1,Vehicle,EcoCash,Harare RPQ6675,5,2025-06-18,2025-07-04,2025-08-02,2025-09-02,826.96,163.05,2,Bi-Weekly,Rent,Female,21-Jul-1983,Divorced,3,Mining,63,430.38,2,Savings,EcoCash,Harare YWS6693,0,2025-06-06,2025-06-27,2025-08-06,2025-09-25,3145.47,14.96,3,Monthly,Vehicle,Male,09-Jul-1960,Divorced,3,Government,41,374.99,1,None,OneMoney,Bulawayo MKE5428,3,2025-01-22,2025-02-04,2025-03-20,2026-01-30,463.67,15.05,12,Monthly,Personal,Male,05-Apr-1999,Single,3,Agriculture,34,169.33,1,Guarantor,OneMoney,Manicaland LDN0458,4,2025-05-02,2025-05-14,2025-06-12,2026-11-05,7001.41,14.27,18,Monthly,Equipment,Male,06-Aug-1995,Married,3,Transport,29,428.67,4,Property,EcoCash,Bulawayo GGQ9031,3,2025-03-17,2025-04-01,2025-04-26,2026-09-23,1850.47,12.77,18,Monthly,Medical,Female,09-Mar-1970,,3,Informal_Sector,9,418.58,5,Savings,EcoCash,Harare EFY2280,2,2025-11-18,2025-11-28,2026-01-12,2026-08-25,3957.44,15.68,9,Monthly,Livestock,Female,04-Aug-1987,Married,1,Telecom,98,1290.88,2,Property,EcoCash,Harare GHV1064,2,2025-03-20,2025-03-31,2025-05-10,2027-03-21,4351.92,87.79,24,Monthly,,Female,01-Jun-1979,,3,Telecom,65,739.24,0,None,InnBucks,Midlands SIT8510,0,2025-03-19,2025-03-26,2025-04-21,2026-03-21,374.11,115.91,12,Monthly,Vehicle,Female,06-Aug-1970,Married,3,Agriculture,46,138.32,2,Guarantor,Cash,Mashonaland_East LZK5720,3,2025-09-05,2025-09-21,2025-10-16,2026-03-20,1260.06,16.84,6,Bi-Weekly,School_Fees,Male,05-Aug-1995,Single,,Retail_Trade,88,506.67,0,None,EcoCash,Matabeleland_South EYY4984,0,2026-01-03,2026-01-16,2026-02-20,2027-01-11,2100.84,154.78,12,Monthly,Working_Capital,Female,21-Jan-1968,Married,4,Government,173,697.44,3,Vehicle,InnBucks,Masvingo RTR9720,3,2025-08-25,2025-09-08,2025-10-04,2027-08-29,1996.21,13.87,24,Monthly,School_Fees,Female,06-Apr-1971,Married,,Finance,134,984.84,3,None,Cash,Midlands VWC8361,4,2026-01-17,2026-02-04,2026-03-21,2030-01-14,7962.56,14.66,48,Monthly,Equipment,Female,17-May-1967,Divorced,5,Retail_Trade,110,679.52,0,,Cash,Mashonaland_Central IJA4476,1,2026-01-14,2026-01-17,2026-02-28,2026-07-16,2790.61,81.53,6,Weekly,Stock_Purchase,Male,13-Jul-1997,Single,2,Government,23,302.8,2,None,Bank_Transfer,Harare DUM8709,1,2025-08-18,2025-08-20,2025-09-14,2026-08-15,6998.29,120.85,12,Monthly,Working_Capital,Female,08-May-1992,Married,2,Education,31,562.2,0,Property,Bank_Transfer,Mashonaland_West FFC0445,3,2025-09-19,2025-10-01,2025-10-28,2026-09-26,1478.52,16.31,12,Monthly,School_Fees,Male,24-Nov-1995,Married,0,Informal_Sector,24,415.33,5,None,Bank_Transfer,Bulawayo JXW3652,3,2026-01-18,2026-01-20,2026-02-17,2026-07-19,1811.83,19.58,6,Monthly,Personal,Female,11-Apr-1980,Married,4,Manufacturing,98,653.04,4,,Cash,Harare YMO3299,3,2025-06-06,2025-06-14,2025-07-20,2026-06-09,1234.15,12.1,12,Monthly,School_Fees,Female,22-Feb-2006,Single,1,Informal_Sector,10,,1,Guarantor,EcoCash,Harare NNG1473,1,2026-02-22,2026-02-28,2026-03-28,2027-08-22,14200.59,100.24,18,Monthly,Equipment,Male,04-Jun-1967,Married,0,Transport,136,989.26,0,Savings,Cash,Masvingo ZLQ9497,4,2025-03-16,2025-03-25,2025-04-23,2028-03-09,7194.3,14.39,36,Monthly,Equipment,Male,01-Jun-1997,Single,0,Government,66,259.31,0,Livestock,EcoCash,Midlands CEG0886,3,2025-02-21,2025-03-02,2025-04-06,2026-08-24,3132.1,14.84,18,Monthly,Debt_Consolidation,Female,18-Jan-2004,Married,1,Retail_Trade,23,704.47,0,None,Bank_Transfer,Harare HDH7352,2,2025-11-22,2025-11-25,2025-12-21,2027-11-15,1326.65,139.6,24,Monthly,Farming_Inputs,Female,28-May-1963,,5,Agriculture,84,166.34,0,Savings,EcoCash,Midlands PFY5839,2,2025-08-21,2025-08-31,2025-10-11,2027-08-21,933.26,107.94,24,Monthly,Farming_Inputs,Male,12-Apr-1982,Widowed,6,Informal_Sector,9,,2,Livestock,Bank_Transfer,Midlands MEK8334,2,2026-02-20,2026-02-22,2026-03-28,2027-02-17,4377.9,141.2,12,Monthly,Livestock,Male,08-Jul-1969,Married,4,Informal_Sector,10,359.01,2,Savings,EcoCash,Masvingo NMS8978,0,2026-02-03,2026-02-14,2026-03-17,2026-08-13,2369.49,122.26,6,Monthly,Business_Expansion,Male,29-Nov-1972,Married,,Manufacturing,49,521.17,2,Savings,Cash,Manicaland IAK3961,2,2025-06-15,2025-06-30,2025-08-05,2026-06-25,4504.51,106.44,12,Monthly,Farming_Inputs,Female,29-Apr-1969,Widowed,3,Government,93,629.18,2,Property,Cash,Mashonaland_East ZKC1865,5,2024-12-31,2025-01-15,2025-02-28,2025-04-15,2178.92,142.28,3,Weekly,Medical,Female,08-May-1969,Married,5,Telecom,43,1167.73,5,Livestock,EcoCash,Manicaland IZE0994,1,2025-05-07,2025-05-10,2025-06-14,2026-05-05,8462.64,105.3,12,Monthly,,Male,02-May-1969,Divorced,,Healthcare,32,383.35,4,Guarantor,EcoCash,Harare IEF1735,1,2025-12-30,2026-01-05,2026-02-04,2027-06-29,19573.7,123.71,18,Monthly,Equipment,Male,11-Nov-2006,Single,1,,11,1278.26,1,None,Cash,Manicaland KRJ9966,0,2025-08-09,2025-08-21,2025-09-24,2026-02-17,8745.69,15.79,6,Monthly,Livestock,Female,09-May-1999,Single,,Finance,13,1960.69,1,Savings,InnBucks,Mashonaland_East UTW1027,0,2025-02-17,2025-03-09,2025-04-15,2026-08-31,3099.65,134.16,18,Monthly,School_Fees,Male,27-Jun-1985,Married,5,Retail_Trade,98,531.59,4,None,InnBucks,Bulawayo SZS6272,2,2025-05-29,2025-06-04,2025-07-02,2026-05-30,1470.6,129.01,12,Monthly,Equipment,Male,05-Feb-1995,Married,2,Agriculture,62,90.34,1,None,Bank_Transfer,Midlands EWF4567,1,2024-12-18,2025-01-03,2025-02-02,2025-12-29,5346.02,113.84,12,Monthly,Business_Expansion,Male,24-Jul-1993,,1,Agriculture,35,198.94,2,Property,Cash,Matabeleland_North RPO1618,0,2025-07-21,2025-08-01,2025-09-14,2026-01-28,809.11,105.72,6,Weekly,Livestock,Female,17-Oct-1982,Married,5,Agriculture,77,204.35,3,None,Cash,Mashonaland_Central WPH0720,4,2025-09-15,2025-09-18,2025-10-28,2028-09-02,6954.75,15.73,36,Monthly,Home_Improvement,Male,16-Mar-1968,Divorced,7,Transport,69,469.97,0,Livestock,Bank_Transfer,Harare RNX3075,2,2025-01-29,2025-01-31,2025-03-13,2025-07-30,1993.62,86.13,6,Weekly,Farming_Inputs,Male,08-Jul-1985,Divorced,2,Informal_Sector,11,279.99,3,Vehicle,Bank_Transfer,Mashonaland_East AEQ9742,2,2025-04-24,2025-05-01,2025-06-07,2026-04-26,3311.41,92.93,12,Monthly,Equipment,Female,22-May-1998,Widowed,1,Agriculture,100,340.78,0,,EcoCash,Midlands AXU6734,1,2026-02-23,2026-02-24,2026-03-26,2027-02-19,9731.1,,12,Monthly,Business_Expansion,Male,13-Jun-1979,Divorced,6,Government,161,816.36,5,None,EcoCash,Midlands YMV2014,0,2025-10-06,2025-10-23,2025-11-18,2026-10-18,1940.43,17.08,12,Monthly,Vehicle,Female,08-Oct-1982,Widowed,0,Informal_Sector,17,398.79,1,Property,Bank_Transfer,Bulawayo DAI6955,0,2025-09-14,2025-09-27,2025-10-24,2026-09-22,2856.59,145.95,12,Monthly,Stock_Purchase,Male,14-Jul-2000,Widowed,0,Mining,42,566.24,0,Vehicle,EcoCash,Masvingo ZOG7564,3,2025-10-12,2025-11-02,2025-12-12,2026-10-28,167.12,16.14,12,Monthly,School_Fees,Female,08-Nov-1999,Married,1,Agriculture,11,92.53,0,Vehicle,Bank_Transfer,Bulawayo SEZ3317,2,2025-10-26,2025-11-14,2025-12-28,2026-08-11,5447.94,110.5,9,Monthly,Working_Capital,Male,31-Jan-1966,Single,4,Mining,40,1181.49,0,Guarantor,Bank_Transfer,Harare MUM2400,0,2025-03-16,2025-04-04,2025-05-04,2026-03-30,1185.3,111.21,12,Monthly,Funeral,Male,10-May-1996,Married,3,Government,,415.81,3,Property,EcoCash,Bulawayo OXQ4007,0,2025-03-14,2025-04-04,2025-05-15,2026-03-30,1340.48,13.46,12,Monthly,Wedding,Male,18-Apr-1980,Married,4,Government,38,,2,Vehicle,EcoCash,Midlands YFW6128,0,2025-05-23,2025-06-07,2025-07-10,2026-06-02,1040.62,17.97,12,Monthly,Medical,Male,25-May-1962,Married,0,Agriculture,36,145.5,1,Guarantor,InnBucks,Masvingo JYG5473,1,2025-08-03,2025-08-04,2025-09-04,2026-01-31,4679.47,15.22,6,Monthly,Working_Capital,Male,29-Sep-1982,Married,4,Manufacturing,135,511.72,1,Livestock,OneMoney,Matabeleland_South LUO0745,5,2025-04-26,2025-05-02,2025-06-08,2025-07-01,1080.92,125.86,2,Monthly,Funeral,Male,22-Oct-1963,Single,7,Government,107,566.58,2,Property,EcoCash,Mashonaland_East ZQF4174,0,2025-05-29,2025-05-31,2025-07-14,2026-11-22,345.11,160.62,18,Monthly,Home_Improvement,Male,13-Nov-2000,Married,2,,18,279.96,0,Guarantor,EcoCash,Mashonaland_East IQD9173,3,2025-12-11,2025-12-23,2026-02-04,2026-12-18,574.27,12.42,12,Monthly,Debt_Consolidation,Male,07-Nov-1989,Single,2,Agriculture,50,150.66,3,Savings,InnBucks,Midlands GOI4498,1,2025-03-18,2025-04-08,2025-05-06,2028-03-23,5700.36,116.47,36,Monthly,Working_Capital,Male,13-Feb-1967,Married,4,Transport,91,238.39,1,Property,InnBucks,Mashonaland_West IEA3699,3,2025-08-23,2025-08-31,2025-10-01,2026-08-26,1140.56,15.17,12,Monthly,Personal,Male,28-Jun-1975,Single,2,Agriculture,98,371.54,1,Guarantor,Bank_Transfer,Matabeleland_North DGM0987,0,2025-12-17,2026-01-01,2026-02-06,2026-04-01,285.14,15.9,3,Bi-Weekly,Rent,Female,13-Jul-1960,Single,4,Manufacturing,35,144.28,6,Property,Cash,Midlands NEI7370,2,2025-09-23,2025-09-25,2025-11-09,2026-06-22,2377.16,11.56,9,Monthly,Equipment,Female,17-Mar-1980,Married,5,Government,130,932.4,0,Livestock,EcoCash,Mashonaland_East ERV1656,4,2025-12-26,2026-01-10,2026-02-05,2027-01-05,8430.66,14.42,12,Monthly,Vehicle,Male,06-Jan-1984,Married,3,Agriculture,147,388.02,1,Vehicle,InnBucks,Harare TKS3561,4,2026-01-06,2026-01-13,2026-02-26,2027-07-07,13404.02,12.72,18,Weekly,Equipment,Male,04-Mar-1989,Married,1,Healthcare,108,849.23,1,Property,OneMoney,Bulawayo WLW9309,5,2025-05-05,2025-05-06,2025-06-11,2025-08-04,418.61,172.89,3,Bi-Weekly,Medical,Male,21-Apr-1971,Married,2,Informal_Sector,14,457.65,0,Vehicle,Cash,Mashonaland_Central CGJ2857,1,2025-02-25,2025-02-28,2025-04-10,2026-08-22,10316.97,147.66,18,Bi-Weekly,Stock_Purchase,Female,30-Mar-2007,Single,2,Manufacturing,9,979.27,1,,Bank_Transfer,Manicaland TSV9145,1,2025-07-20,2025-07-29,2025-08-28,2028-07-13,3598.94,95.69,36,Monthly,Equipment,Male,07-Nov-2004,Single,,Mining,5,591.27,0,Property,Bank_Transfer,Masvingo UUQ1311,4,2024-12-15,2025-01-05,2025-02-04,2027-12-21,4208.76,17.94,36,Monthly,,Male,23-Jun-1983,Single,4,Agriculture,35,210.65,0,None,EcoCash,Bulawayo UCK8281,4,2025-04-18,2025-04-24,2025-05-28,2028-04-08,6221.69,86.83,36,Monthly,Equipment,Male,16-May-2005,Single,1,Informal_Sector,6,260.83,1,Vehicle,EcoCash,Harare XPR4649,0,2025-02-04,2025-02-22,2025-04-06,2027-02-12,1104.7,15.77,24,Monthly,Funeral,Male,20-Nov-1991,Single,1,Government,133,598.66,4,Guarantor,EcoCash,Manicaland UZC8409,4,2025-02-05,2025-02-18,2025-04-02,2028-02-03,9620.27,15.57,36,Monthly,Home_Improvement,Female,14-Mar-1982,Married,4,Education,41,618.68,1,Property,EcoCash,Bulawayo YQC1970,1,2025-12-02,2025-12-23,2026-01-22,2028-12-07,1277.47,15.42,36,Monthly,Business_Expansion,Female,29-Nov-1969,Married,,Agriculture,133,162.03,1,None,EcoCash,Midlands DFP4363,3,2026-01-15,2026-01-16,2026-02-20,2027-01-11,912.88,15.37,12,Monthly,Debt_Consolidation,,15-Aug-1999,Married,,Education,13,470.57,0,Guarantor,Bank_Transfer,Mashonaland_East QZS7440,3,2025-09-30,2025-10-17,2025-11-12,2027-10-07,2009.17,11.68,24,Monthly,Personal,Female,06-Jun-1999,Single,6,Government,61,602.61,2,Savings,OneMoney,Mashonaland_West TOP7250,2,2025-10-12,2025-10-30,2025-12-09,2026-10-25,636.24,100.61,12,Monthly,Farming_Inputs,Male,20-Jun-1972,Married,4,Construction,45,143.49,2,Savings,Bank_Transfer,Harare GTO4021,0,2025-03-25,2025-04-02,2025-05-01,2025-09-29,2160.28,147.56,6,Monthly,Personal,Female,12-Nov-1994,,5,Government,78,895.46,1,Guarantor,Bank_Transfer,Matabeleland_North MAY7087,3,2025-11-21,2025-12-08,2026-01-08,2027-06-01,2254.87,99.92,18,Monthly,Personal,Female,24-Apr-1991,Divorced,3,Manufacturing,,826.04,3,,Bank_Transfer,Harare JQE4302,1,2025-09-16,2025-09-25,2025-11-07,2026-09-20,2524.08,138.45,12,Monthly,Working_Capital,Male,13-Jul-1995,Widowed,4,Construction,29,208.46,2,Guarantor,InnBucks,Harare CFU3071,1,2025-02-04,2025-02-23,2025-04-09,2028-02-08,2595.48,109.84,36,Weekly,Business_Expansion,Male,13-Jun-1991,Married,3,Government,82,291.28,2,None,EcoCash,Matabeleland_North OLL6961,2,2025-11-15,2025-11-28,2025-12-28,2026-11-23,24688.59,94.16,12,Weekly,Equipment,Female,22-May-1986,Married,5,Mining,112,1820.86,3,,Bank_Transfer,Harare PPP6269,2,2025-03-14,2025-04-01,2025-05-10,2025-12-27,1375.52,113.39,9,Bi-Weekly,Farming_Inputs,Male,27-May-1982,Widowed,3,Construction,74,199.32,1,Savings,EcoCash,Matabeleland_North VEX9118,0,2025-07-12,2025-07-18,2025-08-17,2027-01-09,840.69,18.47,18,Monthly,Working_Capital,Female,07-Jan-1999,Single,5,Informal_Sector,17,430.33,2,Livestock,OneMoney,Manicaland NYL5099,2,2025-06-30,2025-07-11,2025-08-12,2027-01-02,3262.3,102.73,18,Monthly,Equipment,Female,04-Feb-1991,Married,3,Informal_Sector,16,202.89,1,Property,Cash,Mashonaland_Central YGL9131,3,2025-10-12,2025-10-22,2025-11-22,2027-04-15,881.22,13.91,18,Bi-Weekly,Debt_Consolidation,Female,28-Dec-1985,Divorced,,,143,223.48,5,Guarantor,InnBucks,Harare DGS3906,1,2025-08-01,2025-08-07,2025-09-04,2027-07-28,2487.35,14.56,24,Monthly,Stock_Purchase,Male,09-Oct-1975,Married,2,Transport,70,324.39,0,None,Bank_Transfer,Mashonaland_East ZLO3535,0,2025-12-04,2025-12-15,2026-01-14,2027-12-05,2735.13,142.0,24,Monthly,,Male,08-Mar-1981,Widowed,4,Government,65,642.17,0,None,EcoCash,Bulawayo FZC9071,1,2025-01-26,2025-02-14,2025-03-19,2027-02-04,12934.31,80.37,24,Monthly,Business_Expansion,Female,26-Sep-1990,Single,3,Mining,130,688.87,0,None,Bank_Transfer,Harare WMI3939,1,2025-09-10,2025-09-13,2025-10-12,2026-03-12,7414.17,11.72,6,Monthly,Stock_Purchase,Male,26-Sep-1986,,2,Retail_Trade,48,311.81,0,Vehicle,EcoCash,Harare JPO9622,0,2025-09-16,2025-09-26,2025-11-04,2026-09-21,1931.26,148.65,12,Monthly,Medical,Female,09-Feb-1993,Single,,Agriculture,94,255.22,6,Property,Cash,Harare VJO1435,2,2025-02-01,2025-02-13,2025-03-18,2026-02-08,12436.16,13.67,12,Monthly,Farming_Inputs,Female,07-May-1990,Married,3,Manufacturing,72,739.77,0,None,Cash,Matabeleland_North MEE0643,2,2025-06-15,2025-07-03,2025-07-28,2026-03-30,2079.98,11.59,9,Monthly,Farming_Inputs,Female,09-May-1971,Widowed,,Agriculture,,224.74,1,Livestock,Cash,Mashonaland_Central FEB8548,4,2026-01-04,2026-01-22,2026-02-23,2029-01-06,2872.12,14.08,36,Weekly,Equipment,Female,16-May-1968,Married,4,Agriculture,55,110.83,3,Savings,OneMoney,Mashonaland_East ZHF8378,2,2025-10-02,2025-10-03,2025-11-06,2026-04-01,4319.97,86.01,6,Monthly,Farming_Inputs,Female,19-Sep-1993,Divorced,0,,114,505.07,0,Savings,Bank_Transfer,Harare QLA4090,2,2025-05-05,2025-05-19,2025-06-26,2027-05-09,3411.01,116.43,24,Monthly,Equipment,Male,04-May-1980,Married,3,Agriculture,11,383.04,1,Livestock,EcoCash,Mashonaland_Central RCB2810,3,2025-06-24,2025-07-04,2025-08-05,2026-06-29,1002.45,98.26,12,Monthly,School_Fees,Female,21-Jan-2006,Single,0,Transport,16,416.66,4,,InnBucks,Mashonaland_West ALJ3904,3,2025-03-28,2025-04-10,2025-05-21,2027-03-31,1852.36,14.8,24,Monthly,Personal,Male,24-Mar-1985,Married,3,Transport,75,894.13,1,,Cash,Harare PNR8169,0,2026-01-07,2026-01-21,2026-02-21,2027-01-16,2313.12,118.74,12,Monthly,Rent,Male,30-Apr-1973,Divorced,5,Informal_Sector,20,555.29,0,None,InnBucks,Harare PYZ1926,1,2025-08-10,2025-08-26,2025-09-20,2027-02-17,14601.09,134.02,18,Bi-Weekly,Working_Capital,Female,22-Feb-2005,Single,1,Telecom,5,,0,Vehicle,Bank_Transfer,Harare UJK4426,0,2025-03-03,2025-03-20,2025-05-04,2026-03-15,3278.14,115.61,12,Monthly,Home_Improvement,Male,03-Apr-1968,,1,Manufacturing,101,568.65,0,Savings,Cash,Mashonaland_East TSH1599,0,2025-02-27,2025-03-03,2025-04-03,2025-08-30,1265.12,18.24,6,Monthly,Business_Expansion,Male,11-Feb-1983,Married,4,,43,190.76,2,None,Bank_Transfer,Bulawayo PWK7163,4,2026-02-08,2026-02-19,2026-03-28,2028-02-09,9645.95,86.79,24,Monthly,Home_Improvement,Male,07-Jun-2007,Single,1,Manufacturing,11,405.96,1,Property,InnBucks,Harare WLA4833,2,2025-08-31,2025-09-11,2025-10-23,2026-09-06,2404.31,108.65,12,Monthly,Farming_Inputs,Female,22-Aug-1961,Divorced,4,Informal_Sector,34,179.15,1,Livestock,Cash,Harare LDO6548,3,2025-03-20,2025-03-26,2025-05-04,2026-09-17,3471.37,14.83,18,Monthly,Debt_Consolidation,Female,04-Jan-2003,Single,0,Construction,1,961.17,0,None,Bank_Transfer,Harare FQC2356,3,2025-03-06,2025-03-25,2025-05-05,2026-09-16,709.03,18.25,18,Monthly,Debt_Consolidation,Female,22-Nov-1988,Married,4,Agriculture,13,141.88,2,Guarantor,OneMoney,Matabeleland_South TCV7063,2,2025-07-04,2025-07-19,2025-08-21,2026-07-14,855.96,88.52,12,Monthly,Farming_Inputs,Male,02-Aug-1979,Widowed,,Agriculture,124,124.29,1,Vehicle,Cash,Harare RVQ7144,1,2026-01-14,2026-01-15,2026-02-15,2027-07-09,4205.24,12.45,18,Monthly,Working_Capital,Male,10-Dec-1981,Married,,Healthcare,17,443.19,0,None,EcoCash,Matabeleland_South CKZ0327,0,2025-02-16,2025-03-02,2025-04-05,2025-08-29,1516.61,17.49,6,Monthly,School_Fees,Female,12-Apr-1962,Married,5,Agriculture,29,194.42,0,Property,OneMoney,Bulawayo PBL2066,1,2025-09-28,2025-10-12,2025-11-15,2027-04-05,8505.62,104.94,18,Weekly,Business_Expansion,Female,17-Jan-1984,Married,5,Construction,93,490.77,1,Vehicle,InnBucks,Mashonaland_Central FWD5802,0,2025-11-09,2025-11-30,2026-01-09,2026-05-29,1445.87,128.26,6,Monthly,Farming_Inputs,Male,05-Feb-2003,Single,3,Construction,,592.27,1,Vehicle,EcoCash,Mashonaland_West GZL8043,3,2025-03-26,2025-04-10,2025-05-19,2026-04-05,1484.25,12.39,12,Bi-Weekly,Medical,Female,10-Jan-1996,Married,6,Transport,19,943.98,1,None,EcoCash,Mashonaland_West BUR8794,0,2025-05-12,2025-05-25,2025-06-28,2026-05-20,2449.7,106.08,12,Monthly,,Male,29-Jun-2000,Divorced,0,Government,50,,0,None,Cash,Manicaland LSD9958,2,2025-12-13,2025-12-21,2026-01-28,2026-06-19,6279.66,82.71,6,Monthly,Livestock,Male,20-Jul-2003,Single,0,,20,781.61,0,Livestock,Bank_Transfer,Mashonaland_East CKP1348,0,2025-06-15,2025-06-29,2025-08-02,2025-12-26,1355.05,115.66,6,Weekly,Debt_Consolidation,Male,21-Jun-1982,Married,6,Transport,90,249.36,2,None,Bank_Transfer,Mashonaland_East LEO6471,4,2025-10-17,2025-10-28,2025-12-09,2027-04-21,3087.69,16.46,18,Bi-Weekly,Home_Improvement,Male,19-Mar-1981,Single,6,Informal_Sector,7,197.21,2,Guarantor,EcoCash,Mashonaland_West DDE9666,4,2026-01-03,2026-01-13,2026-02-16,2028-12-28,8992.48,14.61,36,Monthly,Vehicle,Female,20-May-1976,Married,3,Education,95,510.93,0,Vehicle,EcoCash,Mashonaland_West GLF3965,1,2025-01-26,2025-02-10,2025-03-13,2026-02-05,6848.16,15.67,12,Monthly,,Female,12-Aug-1987,Widowed,2,Government,,295.23,2,,InnBucks,Mashonaland_Central DYX7823,0,2026-01-20,2026-01-28,2026-02-24,2026-07-27,5880.72,16.57,6,Monthly,Farming_Inputs,Male,16-Jul-1987,Married,3,NGO,34,1202.94,5,None,Cash,Mashonaland_Central KJT7189,2,2025-12-21,2026-01-07,2026-02-12,2027-12-28,7449.13,131.58,24,Monthly,Livestock,Female,16-May-1996,Single,1,Manufacturing,24,,3,Property,InnBucks,Harare BEE4902,0,2025-01-29,2025-02-05,2025-03-19,2026-01-31,3142.73,110.08,12,Monthly,Personal,Female,12-Sep-1994,Married,1,Government,111,613.55,3,None,OneMoney,Harare AUL8562,0,2025-12-17,2025-12-26,2026-01-20,2027-06-19,1830.8,15.33,18,Monthly,Working_Capital,Female,25-Apr-1972,Married,2,Education,81,642.32,8,Savings,OneMoney,Harare LOU8589,2,2026-01-24,2026-02-14,2026-03-22,2026-11-11,5231.81,89.71,9,Monthly,Farming_Inputs,Male,03-Dec-1963,Married,2,Manufacturing,130,,2,Property,Cash,Matabeleland_North XGX4399,3,2025-07-31,2025-08-19,2025-09-28,2026-02-15,548.01,13.0,6,Monthly,Medical,Male,13-Feb-1986,Married,6,Agriculture,83,130.79,3,None,EcoCash,Manicaland EMH7843,3,2025-10-13,2025-10-20,2025-11-16,2027-04-13,538.4,13.74,18,Monthly,Medical,Female,09-Aug-1968,Married,,Retail_Trade,13,311.05,2,Guarantor,EcoCash,Mashonaland_West XVW1746,1,2025-11-18,2025-11-25,2025-12-25,2026-05-24,1029.51,16.02,6,Monthly,Equipment,Male,12-Feb-1992,Married,0,Informal_Sector,12,68.84,1,Guarantor,Bank_Transfer,Mashonaland_East FRA6871,0,2025-10-27,2025-11-10,2025-12-18,2027-10-31,511.95,114.25,24,Monthly,Home_Improvement,Female,06-Dec-1985,Widowed,2,Agriculture,106,96.07,5,None,InnBucks,Manicaland BTZ4615,5,2025-04-25,2025-05-13,2025-06-10,2025-08-11,1986.82,143.44,3,Monthly,Medical,Male,27-Feb-2005,Single,2,Telecom,15,1477.66,1,None,EcoCash,Mashonaland_Central JVK0399,1,2026-01-23,2026-02-11,2026-03-09,2028-02-01,14988.61,118.11,24,Monthly,Working_Capital,Male,31-Dec-1996,Widowed,3,Transport,84,770.53,0,None,EcoCash,Manicaland FBY7439,3,2024-12-17,2025-01-06,2025-02-02,2026-06-30,1244.3,15.11,18,Monthly,Medical,Female,17-Feb-1967,Married,5,Healthcare,80,489.91,0,Guarantor,EcoCash,Bulawayo OIK1811,2,2025-03-22,2025-03-24,2025-05-04,2026-09-15,16679.54,99.21,18,Monthly,Equipment,Female,29-Sep-1987,Married,,Telecom,93,1510.39,0,None,EcoCash,Bulawayo TKN3551,0,2025-05-15,2025-05-29,2025-07-01,2025-11-25,2099.35,18.22,6,Monthly,Equipment,Male,02-Dec-1994,Married,,Healthcare,52,550.14,0,Savings,Bank_Transfer,Bulawayo MTB6145,3,2026-01-28,2026-02-18,2026-03-25,2026-08-17,4506.12,11.49,6,Monthly,Debt_Consolidation,Female,16-Feb-2001,Married,3,Manufacturing,38,,0,Guarantor,OneMoney,Matabeleland_South TEY1076,2,2025-08-21,2025-08-28,2025-10-02,2026-02-24,2789.16,87.68,6,Monthly,Working_Capital,Male,12-Oct-1993,Married,0,Government,,583.84,2,Savings,,Harare RPC8419,2,2025-06-12,2025-07-03,2025-08-07,2026-06-28,6321.51,92.3,12,Monthly,Farming_Inputs,Male,28-Dec-1974,Divorced,4,Government,121,390.61,5,Livestock,EcoCash,Bulawayo CIT5139,2,2025-07-06,2025-07-18,2025-08-25,2027-01-09,7859.11,118.02,18,Monthly,Livestock,Male,29-May-1968,Single,3,NGO,84,1518.14,2,Property,EcoCash,Harare MLI3430,2,2025-09-23,2025-10-10,2025-11-05,2027-09-30,4248.8,12.93,24,Monthly,Equipment,Female,21-Nov-1968,Married,4,Government,135,667.73,3,Guarantor,Cash,Masvingo RUM2934,0,2025-05-23,2025-05-25,2025-07-03,2026-11-16,2071.07,148.5,18,Monthly,Personal,Male,29-Nov-1986,Single,2,Government,187,778.29,4,None,InnBucks,Mashonaland_East GKW1381,0,2025-09-05,2025-09-13,2025-10-23,2026-03-12,1521.51,88.24,6,Monthly,Livestock,Female,13-Nov-1960,Married,2,Education,20,408.99,4,None,EcoCash,Manicaland GLY4319,1,2025-09-03,2025-09-08,2025-10-03,2026-09-03,3202.19,12.0,12,Monthly,Working_Capital,Female,30-Apr-2005,Divorced,0,Retail_Trade,13,395.24,5,None,Bank_Transfer,Harare JXJ8620,1,2025-09-15,2025-09-29,2025-10-28,2027-03-23,2106.02,116.07,18,Bi-Weekly,Working_Capital,Male,31-Dec-1971,Single,5,Informal_Sector,46,193.84,0,Vehicle,Bank_Transfer,Harare BBG8561,4,2025-12-28,2026-01-17,2026-02-24,2028-01-07,4066.01,15.72,24,Monthly,Home_Improvement,Male,04-Oct-2006,Single,0,Retail_Trade,9,342.11,6,None,Bank_Transfer,Mashonaland_Central NYD6470,1,2025-09-03,2025-09-12,2025-10-23,2028-08-27,4867.74,113.84,36,Monthly,Business_Expansion,Female,06-Aug-1965,Divorced,0,Healthcare,23,375.18,6,Savings,Bank_Transfer,Matabeleland_North UKF9707,3,2025-01-21,2025-01-25,2025-02-28,2027-01-15,2711.57,12.4,24,Monthly,Medical,Male,10-Dec-1972,Divorced,4,Telecom,73,807.31,3,Guarantor,InnBucks,Manicaland BJO0932,1,2025-08-04,2025-08-06,2025-09-06,2027-07-27,2631.3,138.44,24,Monthly,Working_Capital,Female,21-Jan-1987,Single,6,Informal_Sector,23,290.66,1,None,Bank_Transfer,Manicaland HQB9105,2,2025-04-11,2025-04-15,2025-05-12,2025-10-12,2198.75,77.04,6,Monthly,Livestock,Female,16-Apr-1996,Married,0,Informal_Sector,41,273.7,5,Guarantor,EcoCash,Harare FGN2844,0,2025-03-14,2025-03-23,2025-04-20,2026-09-14,2989.24,117.29,18,Monthly,Vehicle,Male,22-Mar-1995,Single,5,Government,99,745.59,3,None,EcoCash,Mashonaland_East AXN0878,0,2025-05-16,2025-05-26,2025-06-28,2026-11-17,1211.95,15.61,18,Monthly,Rent,Female,09-Jun-1973,Single,1,Education,130,438.68,2,Property,Bank_Transfer,Bulawayo ZEL1467,2,2025-06-23,2025-07-01,2025-08-15,2026-12-23,1601.11,78.95,18,Weekly,Working_Capital,Male,30-Sep-1986,Single,2,Transport,159,339.74,1,Livestock,EcoCash,Midlands HAK5952,4,2025-10-26,2025-11-10,2025-12-20,2029-10-20,8531.72,14.09,48,Monthly,Home_Improvement,Male,04-May-1982,Married,,Government,122,,1,Property,EcoCash,Masvingo UJV9692,2,2025-02-10,2025-02-21,2025-03-28,2025-08-20,972.04,9.22,6,Monthly,Farming_Inputs,Male,25-Aug-1991,Married,1,Informal_Sector,,116.2,3,Vehicle,EcoCash,Midlands VAN2435,5,2025-04-25,2025-05-01,2025-05-26,2025-05-31,1336.33,158.31,1,Bi-Weekly,Rent,Female,16-Apr-1978,Married,4,Finance,128,902.64,3,None,Cash,Masvingo XMK2800,0,2025-06-14,2025-06-27,2025-07-25,2025-12-24,569.89,15.62,6,Weekly,Equipment,Male,23-Jun-1982,Married,3,,12,218.51,0,None,Bank_Transfer,Bulawayo BRM4559,3,2025-06-23,2025-07-12,2025-08-17,2026-07-07,2230.93,76.97,12,Monthly,Personal,Male,24-Nov-1976,Widowed,7,Government,75,612.76,0,Guarantor,EcoCash,Mashonaland_East VMA1079,0,2025-09-28,2025-10-16,2025-11-20,2026-10-11,756.38,94.59,12,Monthly,Business_Expansion,Male,27-Dec-2003,Divorced,0,Informal_Sector,21,,0,Guarantor,OneMoney,Mashonaland_East WVE4547,0,2025-08-02,2025-08-12,2025-09-06,2026-02-08,2707.06,138.83,6,Monthly,Rent,Male,17-May-2004,Single,2,Education,18,,1,Guarantor,EcoCash,Harare ZXW0932,5,2025-08-06,2025-08-20,2025-09-27,2025-10-19,595.74,133.18,2,Bi-Weekly,Medical,Male,05-Sep-1964,Married,4,Government,66,493.48,1,Vehicle,InnBucks,Mashonaland_Central BNI5636,1,2025-06-13,2025-07-04,2025-08-13,2027-06-24,6179.34,107.55,24,Monthly,Business_Expansion,Female,11-Apr-1983,Married,7,Agriculture,33,311.42,0,Property,Cash,Midlands JSQ5352,4,2025-03-29,2025-04-04,2025-05-04,2026-03-30,4680.15,16.02,12,Monthly,Home_Improvement,Female,06-Dec-1969,Single,7,Agriculture,,218.51,1,None,EcoCash,Midlands JIK0732,5,2026-02-04,2026-02-07,2026-03-12,2026-05-08,278.2,128.74,3,Bi-Weekly,Rent,Female,03-Nov-1989,Married,5,Healthcare,131,424.69,2,Savings,OneMoney,Bulawayo WCA3320,0,2025-07-08,2025-07-29,2025-08-26,2026-01-25,355.71,154.42,6,Monthly,Wedding,Male,18-Oct-1979,Married,6,Agriculture,52,118.13,0,Guarantor,Cash,Matabeleland_South DGH8126,0,2025-03-21,2025-03-24,2025-04-21,2026-09-15,847.77,15.77,18,Monthly,Farming_Inputs,Male,22-Jan-1992,Single,2,Agriculture,36,228.39,0,None,OneMoney,Matabeleland_South CHF7735,3,2026-02-17,2026-02-24,2026-04-05,2027-02-19,3215.54,12.0,12,Monthly,Debt_Consolidation,Male,18-Feb-1988,Married,,Manufacturing,38,963.29,0,None,EcoCash,Mashonaland_East RVR4678,3,2025-03-24,2025-04-02,2025-05-17,2026-03-28,1182.48,17.4,12,Monthly,Medical,Male,27-Aug-1995,Single,3,Construction,42,427.56,6,Savings,Bank_Transfer,Bulawayo YCN0564,0,2025-09-27,2025-10-06,2025-11-16,2026-10-01,3521.57,106.02,12,Monthly,Home_Improvement,Male,01-Apr-1959,Married,4,Manufacturing,38,811.49,0,None,InnBucks,Harare GTV8271,2,2025-06-27,2025-07-09,2025-08-11,2026-12-31,7094.92,114.95,18,Bi-Weekly,Working_Capital,Female,10-Jul-1993,Married,0,Construction,48,573.3,1,None,EcoCash,Midlands VWS5640,5,2025-10-07,2025-10-22,2025-11-28,2025-12-21,1643.88,189.18,2,Bi-Weekly,Funeral,Male,14-Jul-1984,Married,6,Healthcare,60,747.86,7,Guarantor,Cash,Harare BVJ8966,1,2025-08-16,2025-09-04,2025-10-11,2027-02-26,8648.12,13.38,18,Monthly,Working_Capital,Female,16-Dec-1994,Married,2,Construction,,623.62,3,Property,Bank_Transfer,Harare COP8976,3,2025-11-11,2025-11-24,2025-12-28,2027-05-18,6083.8,15.78,18,Monthly,Medical,Male,05-Aug-1971,Single,2,NGO,55,1142.13,3,Guarantor,Bank_Transfer,Harare BOE9059,0,2025-10-12,2025-11-01,2025-12-05,2026-10-27,3051.13,152.58,12,Monthly,Wedding,Male,15-Feb-1996,Divorced,2,Education,84,471.57,1,None,Bank_Transfer,Bulawayo SBJ6590,0,2025-03-03,2025-03-24,2025-05-03,2026-09-15,686.08,15.61,18,Monthly,Business_Expansion,Female,06-Aug-1975,Married,5,Agriculture,56,327.42,3,,Cash,Matabeleland_South UYT4403,2,2026-01-11,2026-01-20,2026-02-19,2028-01-10,8152.96,10.5,24,Weekly,Farming_Inputs,Male,02-Jan-1982,Married,4,Education,98,656.72,1,Property,EcoCash,Manicaland KZV1116,1,2026-02-09,2026-02-14,2026-03-28,2027-02-09,5136.28,122.24,12,Monthly,Working_Capital,Female,22-Jul-1997,Widowed,3,Agriculture,11,317.93,5,Savings,EcoCash,Harare BRG4032,0,2025-04-27,2025-04-30,2025-06-02,2026-04-25,1670.0,16.41,12,Monthly,Wedding,Female,06-Apr-1971,Married,1,Agriculture,45,307.27,1,None,Bank_Transfer,Midlands WYC4073,3,2025-09-03,2025-09-23,2025-11-02,2027-03-17,799.86,12.88,18,Monthly,Medical,Male,02-Jan-1990,Single,3,Agriculture,51,347.66,0,None,Cash,Manicaland IOJ2896,2,2025-12-13,2025-12-16,2026-01-19,2027-06-09,1044.76,13.21,18,Monthly,Livestock,Female,08-Jun-1995,Married,,Manufacturing,35,270.86,3,Livestock,Bank_Transfer,Midlands LGG8684,0,2025-07-05,2025-07-12,2025-08-10,2025-10-10,3360.44,129.91,3,Monthly,Debt_Consolidation,Male,26-Jun-1982,Divorced,3,Agriculture,13,380.81,0,Vehicle,Cash,Midlands NTQ2843,1,2025-05-25,2025-06-04,2025-07-07,2028-05-19,4017.58,122.85,36,Monthly,Stock_Purchase,Male,17-Nov-2005,Single,1,Retail_Trade,8,381.31,1,Guarantor,Cash,Matabeleland_North ZMJ8643,2,2025-06-05,2025-06-11,2025-07-17,2027-06-01,7468.5,81.65,24,Monthly,Equipment,Male,08-Aug-1996,Single,2,Transport,102,701.28,2,Savings,OneMoney,Bulawayo HCT2467,3,2025-07-01,2025-07-09,2025-08-06,2026-07-04,1251.64,17.68,12,Monthly,Medical,Male,18-May-2008,Single,1,Retail_Trade,2,374.84,2,Guarantor,EcoCash,Mashonaland_Central DIA7855,1,2025-08-28,2025-09-14,2025-10-22,2026-09-09,2651.88,131.75,12,Monthly,Working_Capital,Female,13-Dec-1988,Single,,Agriculture,123,203.32,2,Livestock,EcoCash,Manicaland AYZ3084,0,2025-03-10,2025-03-22,2025-04-28,2026-03-17,4279.84,80.3,12,Monthly,Wedding,Female,13-Nov-2006,Single,1,NGO,3,838.89,1,None,EcoCash,Harare RQO3935,5,2025-11-29,2025-12-15,2026-01-10,2026-02-13,2211.81,199.0,2,Weekly,Personal,Female,19-May-1984,Married,3,Mining,143,1050.64,0,Guarantor,Bank_Transfer,Harare KFL0846,1,2025-09-21,2025-10-01,2025-11-07,2028-09-15,4805.48,123.02,36,Monthly,Equipment,Male,04-Aug-1995,Single,2,Transport,41,,0,,EcoCash,Masvingo JQO2913,1,2026-02-18,2026-02-23,2026-04-08,2026-08-22,3747.46,13.51,6,Monthly,,Male,20-Jan-1990,Single,1,Retail_Trade,87,312.18,3,Savings,Cash,Matabeleland_North DMD1697,2,2025-02-22,2025-03-01,2025-04-04,2026-02-24,1935.18,15.17,12,Monthly,Farming_Inputs,Female,16-Nov-1981,Divorced,3,Informal_Sector,1,330.3,2,Livestock,Cash,Masvingo GED3979,1,2025-07-19,2025-08-05,2025-09-12,2026-02-01,27697.55,14.23,6,Monthly,Equipment,Male,05-May-2001,Single,4,Mining,39,1550.5,1,Property,Bank_Transfer,Harare JBS7118,0,2025-07-15,2025-08-03,2025-09-04,2026-07-29,946.96,14.72,12,Bi-Weekly,Vehicle,Male,08-May-2005,Single,0,Manufacturing,21,232.12,0,None,EcoCash,Midlands QQP9322,1,2025-02-22,2025-03-14,2025-04-24,2026-09-05,10644.31,83.27,18,Monthly,Working_Capital,Male,07-Dec-1970,Married,3,NGO,54,1305.2,1,Livestock,InnBucks,Matabeleland_South QXS1157,0,2025-06-06,2025-06-08,2025-07-03,2027-05-29,1693.72,134.19,24,Monthly,Working_Capital,Male,22-Oct-1966,Divorced,2,Construction,33,446.84,5,Vehicle,Bank_Transfer,Harare GNB0143,0,2025-02-23,2025-03-13,2025-04-20,2026-09-04,2066.83,129.45,18,Weekly,Equipment,Male,28-Jun-1993,Divorced,3,Education,153,487.43,5,None,Bank_Transfer,Midlands UNZ5294,2,2025-03-05,2025-03-13,2025-04-13,2027-03-03,4416.16,16.72,24,Monthly,Livestock,Male,31-May-1974,Single,6,Manufacturing,154,479.56,0,None,InnBucks,Manicaland IQC3186,0,2025-08-24,2025-09-11,2025-10-14,2026-03-10,2154.95,16.31,6,Monthly,Wedding,Male,13-Nov-1974,Married,4,Retail_Trade,31,433.44,3,Savings,Cash,Mashonaland_Central YWD1004,1,2025-03-24,2025-03-30,2025-05-06,2025-09-26,8363.19,15.7,6,Monthly,Working_Capital,Female,13-Apr-1986,Married,6,Government,138,736.96,3,Livestock,EcoCash,Mashonaland_West GDI9314,0,2024-12-31,2025-01-11,2025-02-17,2026-01-06,3863.84,123.37,12,Monthly,School_Fees,Male,12-Jan-1976,Divorced,7,Transport,95,657.44,1,Savings,Cash,Manicaland XEM8565,2,2025-08-25,2025-09-05,2025-10-01,2026-08-31,3032.95,93.8,12,Bi-Weekly,Farming_Inputs,Male,10-May-1956,Married,6,Retail_Trade,109,540.06,4,,OneMoney,Midlands BHJ2958,0,2025-06-27,2025-07-08,2025-08-16,2026-01-04,2206.65,121.58,6,Monthly,Farming_Inputs,Female,07-Oct-1996,Single,2,Agriculture,48,309.56,1,None,OneMoney,Manicaland JSS6390,1,2024-12-20,2025-01-07,2025-02-15,2025-07-06,778.95,100.06,6,Monthly,Equipment,Female,03-Jun-1966,Married,4,Agriculture,102,72.1,0,,Bank_Transfer,Matabeleland_South EFU6084,4,2025-02-10,2025-02-25,2025-04-07,2026-02-20,5749.17,20.27,12,Monthly,Equipment,Male,25-Oct-1990,Married,5,Construction,49,384.34,2,Livestock,EcoCash,Midlands ERJ1605,1,2025-07-28,2025-08-15,2025-09-26,2028-07-30,4263.52,85.04,36,Bi-Weekly,Stock_Purchase,Male,28-Jul-1981,Married,4,Education,,245.76,1,None,EcoCash,Mashonaland_Central MSK2594,0,2025-01-19,2025-02-07,2025-03-05,2026-02-02,528.34,140.61,12,Monthly,Funeral,Male,28-Jul-1979,Married,6,Agriculture,24,182.08,1,None,InnBucks,Harare WKZ3834,0,2025-05-09,2025-05-13,2025-06-18,2026-05-08,982.28,15.62,12,Monthly,Equipment,Male,07-Jun-2007,Single,2,Construction,9,241.69,0,None,Bank_Transfer,Harare LYR8244,2,2025-12-10,2025-12-11,2026-01-16,2027-12-01,8751.96,79.7,24,Monthly,Farming_Inputs,Male,27-Jul-1981,Married,2,Informal_Sector,15,500.55,1,Guarantor,EcoCash,Bulawayo AIA4353,0,2025-01-19,2025-01-20,2025-02-26,2026-01-15,3744.16,109.45,12,Monthly,Funeral,Female,07-Sep-1992,Single,4,Telecom,121,,3,Property,EcoCash,Manicaland IJU4513,0,2025-04-29,2025-05-18,2025-06-25,2025-11-14,676.92,111.45,6,Monthly,Equipment,Female,07-Mar-1978,Married,1,Informal_Sector,16,299.08,0,Vehicle,InnBucks,Harare NET1084,0,2025-11-17,2025-11-29,2025-12-28,2026-02-27,767.43,106.9,3,Monthly,Equipment,Female,03-Sep-1983,Divorced,3,Informal_Sector,26,118.17,7,None,Bank_Transfer,Mashonaland_West FOY8002,1,2025-11-16,2025-12-02,2026-01-03,2026-11-27,2123.01,,12,Bi-Weekly,Stock_Purchase,Male,12-Aug-1978,Married,7,,56,191.81,4,Guarantor,InnBucks,Matabeleland_North IVT7362,3,2025-04-19,2025-04-28,2025-05-23,2026-04-23,1468.37,17.46,12,Monthly,Medical,Female,02-Apr-1997,Divorced,1,Manufacturing,36,389.11,0,Guarantor,EcoCash,Manicaland MXX0393,0,2026-01-07,2026-01-10,2026-02-14,2027-07-04,2514.59,15.97,18,Monthly,Working_Capital,Female,13-Jan-1982,Divorced,4,Retail_Trade,75,561.4,3,Property,EcoCash,Mashonaland_West MMW2468,3,2026-01-10,2026-01-12,2026-02-22,2027-07-06,1376.81,18.42,18,Monthly,School_Fees,Female,29-Nov-2005,Single,0,Retail_Trade,20,409.23,2,Guarantor,OneMoney,Mashonaland_East EYE8405,2,2025-06-17,2025-07-03,2025-08-15,2026-06-28,7104.75,104.94,12,Monthly,Farming_Inputs,Male,13-Jul-2001,Married,3,Government,49,555.26,2,None,EcoCash,Mashonaland_East CFJ7271,0,2026-01-20,2026-01-28,2026-02-26,2027-01-23,2877.53,19.24,12,Monthly,Equipment,Male,09-Mar-1981,Married,5,Informal_Sector,21,550.39,2,None,Bank_Transfer,Mashonaland_East GXG3374,1,2025-09-08,2025-09-15,2025-10-13,2026-03-14,2786.66,16.79,6,Monthly,Stock_Purchase,Female,18-May-1985,Married,4,Agriculture,11,393.55,1,None,Bank_Transfer,Harare JZR1336,1,2025-09-02,2025-09-07,2025-10-10,2027-08-28,10700.74,122.38,24,Monthly,Business_Expansion,Male,14-Jun-1979,Widowed,1,Healthcare,129,,1,Property,OneMoney,Matabeleland_North OYB2502,0,2025-10-31,2025-11-17,2025-12-28,2026-11-12,1923.17,142.23,12,Monthly,,Male,14-Sep-1977,Married,4,Government,218,,8,Vehicle,EcoCash,Harare GQP9769,0,2026-01-26,2026-02-14,2026-03-17,2026-08-13,2747.93,80.28,6,Monthly,Equipment,Female,24-Feb-1996,Married,4,Education,19,745.05,0,Guarantor,EcoCash,Midlands BTM3832,2,2025-12-24,2026-01-04,2026-02-16,2026-07-03,4946.5,91.15,6,Weekly,Livestock,Male,24-Jan-1975,Married,,Transport,,440.72,1,Savings,EcoCash,Midlands BFE5307,4,2025-01-10,2025-01-13,2025-02-23,2027-01-03,16134.96,15.8,24,Monthly,Home_Improvement,Female,08-Oct-1990,Married,,Telecom,18,894.18,1,Vehicle,Bank_Transfer,Mashonaland_West DPV3741,0,2025-06-28,2025-07-08,2025-08-12,2026-01-04,2349.94,19.12,6,Monthly,Home_Improvement,Female,08-Feb-1966,Married,5,Education,79,276.17,1,None,EcoCash,Mashonaland_East PQF4011,5,2025-05-25,2025-06-15,2025-07-13,2025-07-15,204.47,109.0,1,Bi-Weekly,Medical,Male,14-Feb-2006,Single,0,Informal_Sector,15,171.84,0,None,InnBucks,Harare SWH8660,1,2025-04-13,2025-04-15,2025-05-11,2026-04-10,5614.96,,12,Monthly,Business_Expansion,Male,17-Jan-1997,Single,5,Healthcare,81,527.86,2,Property,Cash,Mashonaland_Central RUJ4124,1,2025-08-28,2025-09-05,2025-10-10,2026-08-31,8262.47,93.7,12,Monthly,Business_Expansion,Male,23-Jan-1989,Married,2,Informal_Sector,52,434.83,6,Property,InnBucks,Masvingo JIY3874,0,2025-09-10,2025-09-14,2025-10-10,2026-09-09,504.69,150.66,12,Monthly,Funeral,Female,27-Mar-1974,Single,5,Informal_Sector,6,,4,None,OneMoney,Mashonaland_Central YTW0738,2,2025-06-21,2025-06-28,2025-08-08,2026-12-20,5173.87,82.07,18,Monthly,Farming_Inputs,Male,09-Nov-1992,Married,3,Manufacturing,42,446.54,0,Livestock,EcoCash,Harare DAF5576,3,2025-12-12,2025-12-14,2026-01-16,2026-12-09,480.73,85.47,12,Bi-Weekly,Medical,Female,15-Mar-2006,Single,0,Informal_Sector,4,154.15,0,Guarantor,Bank_Transfer,Manicaland RME9904,1,2026-01-21,2026-02-09,2026-03-10,2027-02-04,6966.02,14.5,12,Monthly,Equipment,Female,29-Jun-2002,Single,1,Government,41,671.82,0,Savings,Bank_Transfer,Harare WQD3637,1,2025-09-07,2025-09-26,2025-10-28,2026-09-21,2426.01,14.97,12,Monthly,Business_Expansion,Female,27-Jul-2006,Single,2,Informal_Sector,,,2,Savings,Cash,Mashonaland_West XRC5135,0,2025-01-01,2025-01-04,2025-02-09,2025-07-03,1603.93,168.08,6,Monthly,Equipment,Male,28-Jun-1957,Married,1,Finance,21,943.48,1,Savings,Cash,Matabeleland_North BWV9133,2,2026-01-03,2026-01-24,2026-03-05,2027-01-19,1232.77,100.42,12,Monthly,Farming_Inputs,Male,10-Jan-1975,Divorced,4,Informal_Sector,4,214.32,3,Property,Bank_Transfer,Mashonaland_West YIE0212,3,2025-07-05,2025-07-24,2025-08-28,2027-07-14,1619.91,16.53,24,Monthly,Personal,Male,28-Aug-1964,Divorced,5,Construction,59,,2,Guarantor,,Matabeleland_South FVP1386,2,2026-01-28,2026-02-18,2026-03-17,2027-08-12,8343.49,104.83,18,Monthly,Farming_Inputs,Male,03-Oct-1962,Married,4,Mining,64,1291.37,0,None,EcoCash,Bulawayo JEV4772,2,2025-06-05,2025-06-26,2025-08-07,2026-06-21,7951.67,87.97,12,Monthly,Livestock,Female,27-Jun-2006,Married,1,Finance,12,596.34,0,None,EcoCash,Harare IEQ2327,0,2025-03-04,2025-03-18,2025-05-01,2025-09-14,2479.62,128.38,6,Monthly,Home_Improvement,Male,11-Dec-1994,Married,4,Education,101,699.8,1,Savings,Cash,Mashonaland_East JGS3639,1,2025-11-27,2025-11-30,2025-12-25,2026-11-25,4389.95,78.6,12,Monthly,Stock_Purchase,Male,23-Apr-1969,,1,Informal_Sector,28,304.32,2,None,InnBucks,Harare SLE5494,3,2026-01-10,2026-01-28,2026-03-12,2027-07-22,1484.82,13.09,18,Monthly,Debt_Consolidation,Male,28-May-1972,Married,3,Manufacturing,52,302.89,3,None,EcoCash,Harare FXQ4001,2,2025-08-04,2025-08-05,2025-09-15,2026-07-31,1276.07,17.1,12,Monthly,Working_Capital,Male,04-Aug-1985,Married,2,Informal_Sector,19,290.98,1,Property,OneMoney,Mashonaland_Central BIV7112,0,2025-04-13,2025-05-03,2025-06-08,2025-10-30,3230.28,16.19,6,Monthly,Vehicle,Female,07-Jun-1996,Married,6,Construction,45,345.03,0,None,EcoCash,Midlands MJZ2835,4,2025-03-14,2025-03-16,2025-04-14,2029-02-23,7059.3,15.92,48,Monthly,Vehicle,Male,26-May-1995,Single,5,Education,73,415.74,4,Vehicle,Cash,Matabeleland_North UWI4086,5,2025-03-22,2025-04-04,2025-05-07,2025-10-01,1246.2,149.06,6,Monthly,Funeral,Male,01-Nov-1995,Married,1,Construction,88,920.43,1,None,Cash,Midlands GGL1207,4,2025-08-16,2025-08-27,2025-10-06,2028-08-11,28233.72,16.59,36,Bi-Weekly,Equipment,Female,03-Dec-1969,Divorced,6,,95,1484.54,0,None,EcoCash,Harare BTO9222,5,2025-02-06,2025-02-24,2025-04-04,2025-08-23,534.07,161.66,6,Monthly,Rent,Female,17-Feb-1975,Married,4,Retail_Trade,79,348.7,0,Guarantor,OneMoney,Mashonaland_West UMS5559,1,2025-05-02,2025-05-03,2025-06-05,2028-04-17,24480.29,94.07,36,Monthly,Stock_Purchase,Female,17-Sep-1997,Married,2,Finance,65,1391.29,5,Vehicle,EcoCash,Mashonaland_Central KXR8978,2,2025-07-02,2025-07-05,2025-08-07,2026-01-01,4035.24,105.88,6,Bi-Weekly,Working_Capital,Male,24-Feb-1974,Married,,Retail_Trade,60,282.64,2,Guarantor,EcoCash,Midlands AXU6879,3,2025-04-11,2025-04-23,2025-05-28,2026-04-18,540.93,12.84,12,Monthly,Medical,Male,23-Nov-1993,Married,2,Informal_Sector,19,277.41,5,Guarantor,Cash,Mashonaland_East HWM4825,2,2025-02-14,2025-02-15,2025-03-28,2027-02-05,2866.85,12.02,24,Monthly,Working_Capital,Male,12-Feb-1993,Divorced,0,Agriculture,21,,3,Guarantor,Bank_Transfer,Harare KKR0210,3,2025-05-15,2025-05-29,2025-07-08,2025-11-25,1437.02,15.63,6,Monthly,Medical,Male,10-Jul-1995,Married,3,Construction,141,441.18,4,None,InnBucks,Bulawayo KXI1947,2,2026-02-08,2026-02-24,2026-03-28,2026-08-23,13525.78,15.36,6,Monthly,Working_Capital,Male,08-Nov-1971,,6,Transport,49,969.48,1,Savings,Cash,Mashonaland_East ZJA9996,3,2026-01-20,2026-01-25,2026-03-05,2027-01-20,814.7,18.98,12,Monthly,Personal,Female,23-Mar-1980,Married,0,Retail_Trade,71,301.49,4,Guarantor,OneMoney,Manicaland MIH9177,3,2025-10-17,2025-10-26,2025-11-21,2027-10-16,1248.29,12.58,24,Bi-Weekly,Rent,Female,06-Jan-1966,Widowed,4,Agriculture,41,259.33,0,Savings,EcoCash,Mashonaland_West DTV9213,2,2025-02-16,2025-03-01,2025-04-08,2026-02-24,3362.23,118.0,12,Monthly,Farming_Inputs,Male,09-Sep-1968,Widowed,,Healthcare,148,725.96,3,Guarantor,EcoCash,Masvingo BNY3169,1,2025-12-01,2025-12-02,2025-12-28,2028-11-16,7221.26,15.63,36,Bi-Weekly,Working_Capital,Male,29-Nov-1971,Married,2,Retail_Trade,20,534.44,1,Vehicle,Cash,Harare KLP0815,2,2025-01-14,2025-01-16,2025-02-19,2026-01-11,3895.0,112.39,12,Monthly,Farming_Inputs,Male,31-Mar-1992,Married,3,Agriculture,105,355.71,0,Livestock,InnBucks,Manicaland SDD4646,4,2025-07-22,2025-08-03,2025-08-28,2028-07-18,15264.61,17.39,36,Monthly,Vehicle,Female,09-Sep-1991,Married,2,Mining,,1698.18,4,Guarantor,Bank_Transfer,Mashonaland_West RIR0329,0,2025-01-01,2025-01-06,2025-02-10,2025-04-06,444.55,131.02,3,Monthly,Stock_Purchase,Male,01-May-1998,Married,3,Informal_Sector,46,64.57,4,None,Cash,Matabeleland_South CBI0742,2,2025-12-19,2026-01-09,2026-02-23,2027-01-04,8543.11,82.73,12,Monthly,Farming_Inputs,Female,06-Apr-1993,Divorced,5,Manufacturing,52,814.35,0,Livestock,Bank_Transfer,Harare FJW6585,2,2025-11-12,2025-11-16,2025-12-12,2026-11-11,5620.87,103.14,12,Monthly,Working_Capital,Female,29-Apr-1966,Widowed,3,Education,78,,0,Vehicle,EcoCash,Harare IGJ0815,0,2025-12-14,2025-12-19,2026-01-18,2026-06-17,593.49,132.06,6,Monthly,Wedding,Male,13-Feb-1982,Single,3,Informal_Sector,27,212.41,1,None,Bank_Transfer,Manicaland HXV3170,0,2025-12-19,2026-01-04,2026-02-05,2027-06-28,898.38,16.33,18,Monthly,Equipment,Female,14-May-1978,Married,5,Informal_Sector,6,97.97,2,Savings,EcoCash,Harare CCH9613,3,2025-05-02,2025-05-23,2025-07-06,2026-05-18,840.14,13.36,12,Monthly,School_Fees,Female,30-May-1986,Married,4,Healthcare,70,,3,Guarantor,EcoCash,Manicaland SBD3987,1,2026-01-23,2026-02-06,2026-03-06,2028-01-27,4164.87,12.44,24,Monthly,Business_Expansion,Female,20-Dec-1969,Widowed,,Retail_Trade,116,510.1,1,Guarantor,EcoCash,Manicaland RGI4775,5,2025-07-10,2025-07-26,2025-08-21,2025-10-24,256.14,137.39,3,Monthly,Funeral,Male,13-Mar-1998,Married,4,Informal_Sector,,143.62,2,,EcoCash,Mashonaland_Central BRW3605,4,2025-11-22,2025-12-08,2026-01-08,2026-12-03,12435.18,15.04,12,Monthly,,Male,12-Jul-1993,Married,0,Informal_Sector,10,394.22,1,Vehicle,EcoCash,Manicaland ETH1834,4,2025-08-21,2025-09-07,2025-10-14,2027-03-01,3724.54,13.24,18,Monthly,Home_Improvement,Female,26-Mar-2000,Single,4,Agriculture,6,142.66,1,Vehicle,EcoCash,Mashonaland_West QOH0105,0,2025-12-05,2025-12-23,2026-02-01,2027-06-16,1473.1,93.09,18,Monthly,Funeral,Female,04-Feb-1986,Single,1,Government,187,368.48,3,Savings,Bank_Transfer,Bulawayo NXU2122,3,2025-06-29,2025-07-02,2025-07-27,2026-06-27,592.95,14.69,12,Weekly,Personal,Male,25-Aug-1996,Married,,Informal_Sector,16,342.18,1,None,EcoCash,Midlands SPE1936,4,2026-01-29,2026-02-05,2026-03-03,2029-01-20,4499.58,18.77,36,Monthly,Home_Improvement,Female,01-Oct-1990,Single,4,Retail_Trade,111,424.6,0,None,EcoCash,Harare ILP5244,1,2025-03-05,2025-03-25,2025-04-27,2026-09-16,2540.4,116.34,18,Monthly,Business_Expansion,Female,21-Jul-1983,Married,,Education,99,430.87,2,Property,EcoCash,Midlands DKB4195,1,2026-01-29,2026-02-02,2026-03-05,2027-01-28,4095.85,135.1,12,Monthly,Equipment,Female,05-Sep-1984,Married,4,Government,35,370.38,2,None,Cash,Mashonaland_East GGX6644,1,2025-07-04,2025-07-06,2025-08-07,2027-06-26,30820.15,118.37,24,Monthly,Equipment,Female,08-Feb-1995,Married,2,NGO,86,1514.07,2,Vehicle,EcoCash,Bulawayo HDL4118,5,2025-05-22,2025-06-05,2025-07-14,2025-12-02,377.88,147.35,6,Weekly,Rent,Male,10-Dec-1967,Widowed,2,Informal_Sector,3,156.78,6,None,EcoCash,Mashonaland_Central MUM2925,2,2025-09-13,2025-09-18,2025-10-28,2026-09-13,6093.09,87.35,12,Bi-Weekly,Livestock,Female,01-May-2000,Single,1,Healthcare,39,883.88,0,Livestock,Bank_Transfer,Midlands BXC0675,0,2025-03-20,2025-03-24,2025-04-19,2026-03-19,1120.79,103.88,12,Monthly,Medical,Male,20-Aug-1990,Single,2,Informal_Sector,3,225.65,3,None,InnBucks,Mashonaland_Central VBG2014,3,2025-06-30,2025-07-03,2025-08-01,2026-06-28,1397.24,14.75,12,Monthly,Rent,Male,18-Jun-1968,Divorced,4,Healthcare,147,386.78,6,Guarantor,OneMoney,Harare VLU9792,2,2025-05-18,2025-05-31,2025-07-08,2026-11-22,2479.94,106.39,18,Monthly,,Female,16-Apr-1999,Married,3,Mining,17,450.72,1,Livestock,EcoCash,Harare RMG6391,5,2025-08-04,2025-08-24,2025-09-28,2025-11-22,693.89,144.96,3,Weekly,Medical,Male,23-Sep-2005,Single,0,Government,18,406.97,3,Vehicle,Bank_Transfer,Harare GAY4087,3,2025-12-10,2025-12-25,2026-02-05,2026-12-20,775.31,15.84,12,Monthly,School_Fees,Male,10-Jun-1975,Divorced,1,Agriculture,,185.59,2,Guarantor,InnBucks,Harare UJQ3777,3,2025-10-16,2025-10-21,2025-11-16,2027-10-11,371.24,15.01,24,Monthly,Rent,Female,23-Apr-1971,Single,4,Agriculture,49,108.06,2,Guarantor,Cash,Harare BII2514,2,2026-01-31,2026-02-01,2026-03-15,2028-01-22,4836.13,84.37,24,Monthly,Working_Capital,Male,03-Sep-1959,Married,2,Construction,48,513.64,5,Property,EcoCash,Midlands KSH2923,3,2025-12-10,2025-12-20,2026-01-26,2026-12-15,3676.91,18.5,12,Monthly,Medical,Female,06-Aug-1980,Widowed,4,Finance,68,842.95,1,None,InnBucks,Bulawayo QCF8781,4,2025-04-14,2025-04-27,2025-06-09,2026-04-22,5172.39,16.1,12,Monthly,Home_Improvement,Male,24-Jun-1966,Married,4,Informal_Sector,10,370.73,1,Livestock,EcoCash,Mashonaland_West ZBW0966,1,2026-02-03,2026-02-14,2026-03-27,2026-08-13,14131.59,135.62,6,Weekly,,Female,03-Sep-1990,Single,2,Manufacturing,19,,1,Guarantor,EcoCash,Harare LAL9849,5,2025-09-07,2025-09-26,2025-11-04,2025-12-25,623.81,135.35,3,Weekly,Funeral,Male,23-Jan-1979,Married,4,Retail_Trade,66,253.26,1,None,Bank_Transfer,Mashonaland_West TTF0318,1,2025-09-29,2025-10-08,2025-11-13,2027-04-01,7281.91,90.62,18,Monthly,Equipment,Female,28-Jul-1997,Married,5,Mining,,702.59,2,Vehicle,InnBucks,Masvingo AXH4028,0,2025-07-01,2025-07-16,2025-08-28,2025-10-14,4347.94,15.57,3,Monthly,Farming_Inputs,Male,29-May-1987,Married,4,Mining,107,,2,None,EcoCash,Midlands DDA2131,5,2025-07-31,2025-08-05,2025-09-10,2025-11-03,714.75,146.44,3,Monthly,Rent,Male,21-Jul-1984,Married,8,Education,,393.59,0,Guarantor,EcoCash,Harare ZHV5176,1,2025-10-08,2025-10-28,2025-11-28,2027-10-18,14324.47,109.72,24,Monthly,Business_Expansion,Male,23-Jul-1984,Married,7,Mining,45,1508.99,4,Vehicle,EcoCash,Harare JUK7771,0,2025-01-15,2025-01-20,2025-02-15,2026-01-15,552.57,17.26,12,Monthly,Home_Improvement,Male,11-Oct-1980,Married,0,Agriculture,,91.45,0,,EcoCash,Mashonaland_West RMU2942,2,2025-09-06,2025-09-14,2025-10-18,2026-09-09,10121.04,99.81,12,Weekly,Working_Capital,Female,11-Jul-1995,Married,6,Construction,80,596.44,0,Livestock,OneMoney,Mashonaland_West JAY0661,0,2025-06-13,2025-06-21,2025-07-19,2026-12-13,1871.55,15.61,18,Monthly,Equipment,Female,01-Dec-1996,Married,5,Education,57,362.21,2,Property,EcoCash,Harare CNL5981,0,2025-08-19,2025-09-06,2025-10-15,2027-02-28,698.85,121.67,18,Monthly,Stock_Purchase,Male,31-Jul-1996,Married,0,Retail_Trade,115,158.06,0,Guarantor,EcoCash,Bulawayo RQX7816,0,2025-02-08,2025-02-19,2025-03-28,2026-08-13,3783.75,15.13,18,Monthly,Business_Expansion,Female,03-Feb-1986,Married,,Retail_Trade,77,455.05,3,Property,OneMoney,Manicaland KUK3137,0,2025-02-12,2025-02-25,2025-03-28,2027-02-15,1813.16,106.71,24,Monthly,Livestock,Female,04-Jul-1971,Married,4,Agriculture,89,303.74,3,None,Cash,Manicaland EWA4218,0,2025-03-18,2025-03-20,2025-04-25,2025-06-18,742.44,116.27,3,Monthly,Wedding,Female,14-Aug-1984,Married,2,Agriculture,107,317.41,3,None,InnBucks,Harare VEG7294,0,2025-03-30,2025-04-04,2025-04-28,2025-10-01,1716.64,16.26,6,Monthly,School_Fees,Female,03-Apr-1993,Married,3,Education,105,321.51,0,Guarantor,Bank_Transfer,Harare ENA9649,3,2025-05-21,2025-05-28,2025-07-08,2027-05-18,1338.69,14.99,24,Monthly,Rent,Female,10-Apr-1992,Married,3,Retail_Trade,,539.27,1,Guarantor,,Harare PND1769,0,2025-03-12,2025-03-22,2025-04-21,2025-06-20,2232.75,16.09,3,Bi-Weekly,Funeral,Female,11-Nov-1997,Single,1,Agriculture,,290.96,0,Savings,EcoCash,Manicaland AIL9603,1,2025-08-08,2025-08-09,2025-09-15,2026-02-05,4502.31,13.56,6,Monthly,Business_Expansion,Male,29-Jul-1987,Married,5,,56,347.64,4,Vehicle,Bank_Transfer,Midlands PBD8901,2,2025-10-29,2025-11-03,2025-12-04,2027-04-27,1780.95,97.73,18,Monthly,Equipment,Female,06-Aug-1982,Married,1,,119,342.58,1,Property,Cash,Manicaland LRW0566,3,2025-10-01,2025-10-06,2025-11-08,2026-10-01,4858.16,13.96,12,Weekly,Rent,Male,22-Jun-1999,Married,4,Mining,6,1295.43,0,Guarantor,Cash,Mashonaland_Central DSG9297,1,2025-04-09,2025-04-17,2025-05-28,2026-04-12,7114.92,12.11,12,Bi-Weekly,Equipment,Male,21-Oct-1966,Married,2,Informal_Sector,10,433.94,1,Livestock,Bank_Transfer,Harare ORK8776,3,2025-06-02,2025-06-20,2025-07-26,2025-12-17,512.96,13.45,6,Monthly,Personal,Male,01-Aug-1972,Married,6,Manufacturing,46,461.01,3,,EcoCash,Masvingo RAM1246,4,2026-02-12,2026-02-18,2026-04-01,2027-02-13,18330.26,13.64,12,Weekly,Home_Improvement,Male,16-Dec-1995,Married,0,Construction,40,820.88,2,Vehicle,InnBucks,Bulawayo KQA0613,4,2025-01-04,2025-01-07,2025-02-13,2027-12-23,10915.81,15.66,36,Monthly,Vehicle,Male,24-Dec-1971,Divorced,5,Education,82,465.77,3,Livestock,Bank_Transfer,Masvingo PPV5408,0,2025-09-14,2025-10-03,2025-11-12,2026-01-01,1394.1,112.43,3,Bi-Weekly,Personal,Male,31-May-1984,,3,Retail_Trade,109,472.99,1,None,Bank_Transfer,Harare GYE9182,2,2025-10-30,2025-11-18,2025-12-16,2027-11-08,1407.8,105.7,24,Monthly,Livestock,Female,06-Nov-1984,Single,5,Agriculture,84,290.36,1,None,Bank_Transfer,Harare ZEY1691,3,2026-01-25,2026-02-05,2026-03-11,2027-01-31,506.82,15.19,12,Weekly,School_Fees,Male,04-Mar-2006,Married,1,Agriculture,3,161.15,3,Savings,Bank_Transfer,Mashonaland_West TNS2062,1,2025-04-19,2025-04-22,2025-06-03,2026-04-17,13582.2,109.8,12,Monthly,Working_Capital,Female,28-May-1966,Married,2,Finance,148,1039.33,3,Property,Bank_Transfer,Harare CXA2052,2,2025-05-07,2025-05-11,2025-06-19,2027-05-01,927.0,127.41,24,Monthly,Equipment,Male,16-Aug-1984,Single,3,Informal_Sector,14,140.28,0,Property,EcoCash,Harare IUM9938,1,2025-12-25,2025-12-27,2026-01-23,2027-12-17,6723.29,14.5,24,Bi-Weekly,Stock_Purchase,Female,11-Apr-1997,Married,3,Informal_Sector,8,452.67,0,Property,Bank_Transfer,Harare KPE8453,0,2025-03-25,2025-04-05,2025-05-03,2026-03-31,829.06,137.25,12,Monthly,Personal,Female,24-May-1979,Married,5,Retail_Trade,41,,3,Guarantor,Bank_Transfer,Mashonaland_West PPK6428,0,2025-03-17,2025-04-06,2025-05-02,2025-07-05,1760.85,103.53,3,Monthly,Debt_Consolidation,Female,05-Jun-1985,Married,,Construction,30,543.6,1,None,InnBucks,Manicaland ZEZ2501,3,2026-01-14,2026-01-31,2026-03-04,2027-01-26,580.59,84.71,12,Monthly,Rent,Female,03-Feb-1993,Single,4,Agriculture,19,240.3,0,,OneMoney,Masvingo CTP6917,0,2026-01-04,2026-01-14,2026-02-22,2027-01-09,1472.73,119.91,12,Monthly,Business_Expansion,,01-Aug-1980,Married,3,Agriculture,73,416.44,6,None,InnBucks,Manicaland AXP8120,3,2025-10-21,2025-10-25,2025-11-27,2026-04-23,846.68,12.72,6,Monthly,Medical,Male,26-Jan-1991,Married,2,Agriculture,61,391.8,6,Guarantor,EcoCash,Mashonaland_East DUU4571,2,2025-04-26,2025-05-16,2025-06-28,2026-05-11,13118.35,11.86,12,Monthly,,Male,12-Mar-1974,Married,0,Healthcare,28,836.84,2,Guarantor,EcoCash,Midlands ZQI1951,3,2025-04-22,2025-05-13,2025-06-26,2027-05-03,505.35,12.03,24,Weekly,Debt_Consolidation,Male,01-Mar-1971,Single,3,Healthcare,,245.36,4,Savings,EcoCash,Harare JEQ3602,3,2025-07-01,2025-07-11,2025-08-21,2026-01-07,1426.17,,6,Monthly,Medical,Male,24-Apr-1984,Divorced,6,Healthcare,,385.74,0,None,Bank_Transfer,Bulawayo PYC9616,2,2025-09-05,2025-09-09,2025-10-18,2027-03-03,20386.22,82.38,18,Bi-Weekly,Livestock,Female,19-Jun-1996,Married,4,Telecom,73,,1,None,EcoCash,Harare MRM9344,1,2025-12-12,2025-12-19,2026-01-19,2026-12-14,2221.9,123.01,12,Monthly,Equipment,Male,21-Dec-1965,Divorced,0,Construction,41,,0,None,InnBucks,Masvingo AZY8792,0,2026-02-03,2026-02-14,2026-03-24,2026-08-13,3854.63,118.72,6,Monthly,School_Fees,Male,27-Jul-1995,Divorced,4,Healthcare,67,940.39,6,Livestock,Bank_Transfer,Midlands DBM3331,1,2025-07-20,2025-08-10,2025-09-16,2028-07-25,10610.88,132.97,36,Monthly,Equipment,Female,19-Feb-1996,Single,6,NGO,74,909.48,1,Guarantor,Cash,Harare MQR3184,1,2025-06-28,2025-07-11,2025-08-22,2028-06-25,2106.53,83.39,36,Monthly,Business_Expansion,Male,25-May-1970,Widowed,2,Agriculture,75,122.0,3,None,EcoCash,Harare KMG7587,3,2025-03-13,2025-03-28,2025-04-28,2027-03-18,944.15,15.32,24,Monthly,Personal,Female,05-Aug-1996,Single,5,Government,102,380.33,2,Guarantor,InnBucks,Mashonaland_East GGZ5023,3,2025-09-02,2025-09-22,2025-10-19,2026-09-17,447.31,14.44,12,Monthly,School_Fees,Female,02-Nov-1973,Married,4,Retail_Trade,104,243.8,2,Guarantor,EcoCash,Mashonaland_Central PNE9100,3,2025-08-26,2025-09-04,2025-09-28,2026-08-30,389.43,17.62,12,Monthly,Medical,Male,27-Dec-1997,Married,2,Agriculture,35,,2,Guarantor,InnBucks,Midlands KOV1191,1,2025-08-13,2025-08-31,2025-10-05,2026-08-26,521.58,120.39,12,Monthly,Working_Capital,Female,21-Jul-1968,Married,7,Agriculture,45,66.04,8,None,Bank_Transfer,Matabeleland_North QDD7290,1,2025-02-23,2025-03-06,2025-04-12,2025-09-02,1324.28,122.64,6,Monthly,Stock_Purchase,Male,24-Feb-1986,Married,2,Agriculture,59,128.21,4,None,EcoCash,Matabeleland_North YSB2123,1,2025-01-12,2025-01-20,2025-03-06,2026-01-15,8257.12,107.18,12,Monthly,Stock_Purchase,Male,30-Jul-1968,Widowed,3,Retail_Trade,31,427.59,1,Livestock,EcoCash,Manicaland WJW3660,1,2025-11-19,2025-11-29,2026-01-08,2027-05-23,9972.9,119.5,18,Bi-Weekly,Equipment,Male,09-Apr-2001,Single,1,Government,51,591.32,2,Guarantor,,Harare YIS9227,3,2025-01-18,2025-02-08,2025-03-12,2026-02-03,2205.56,16.72,12,Monthly,Personal,Male,25-Dec-1966,Widowed,0,Transport,146,1021.88,1,Savings,Cash,Manicaland MXD8938,1,2025-02-14,2025-03-07,2025-04-03,2025-09-03,4813.27,110.95,6,Monthly,Equipment,Male,19-Nov-1995,Single,1,Transport,51,266.19,1,None,Bank_Transfer,Harare VTK6219,2,2025-07-11,2025-07-30,2025-09-02,2026-07-25,13919.59,116.91,12,Bi-Weekly,Farming_Inputs,Male,03-Sep-1994,Widowed,2,Finance,59,1491.11,1,Guarantor,Bank_Transfer,Bulawayo YEB3982,0,2026-02-02,2026-02-20,2026-03-21,2027-08-14,493.2,13.69,18,Monthly,Wedding,Male,08-Feb-1994,Single,0,Informal_Sector,15,175.62,1,Property,Cash,Matabeleland_South SRY6422,5,2025-09-05,2025-09-20,2025-10-28,2025-11-19,217.59,144.92,2,Weekly,Personal,Male,15-Mar-1960,Divorced,5,Agriculture,110,131.25,0,None,EcoCash,Masvingo KWS9373,1,2026-02-09,2026-02-20,2026-04-05,2029-02-04,5306.0,99.6,36,Bi-Weekly,Business_Expansion,Female,05-Apr-1964,Married,5,Informal_Sector,10,211.09,3,Property,EcoCash,Harare HOV2809,5,2025-09-07,2025-09-26,2025-10-23,2026-03-25,5435.24,156.15,6,Bi-Weekly,Personal,Male,28-Nov-2003,Single,1,Telecom,14,2358.15,1,None,Cash,Manicaland RPS2710,3,2025-05-27,2025-06-12,2025-07-25,2025-12-09,2216.29,12.68,6,Monthly,Debt_Consolidation,Male,27-Feb-2000,Single,3,Retail_Trade,23,541.2,0,None,EcoCash,Harare AGZ7677,2,2025-02-07,2025-02-21,2025-03-28,2026-02-16,1593.98,12.22,12,Monthly,Working_Capital,Male,17-Mar-1958,Married,3,Government,91,,0,Savings,EcoCash,Bulawayo NSI9711,2,2025-07-16,2025-07-24,2025-08-18,2026-04-20,5215.69,105.38,9,Monthly,Farming_Inputs,Female,06-Nov-1994,Married,3,Retail_Trade,80,353.43,0,Livestock,Bank_Transfer,Harare AYA7112,0,2025-06-13,2025-07-01,2025-07-28,2025-09-29,673.51,114.71,3,Bi-Weekly,Business_Expansion,Female,24-Aug-1961,Married,4,,60,477.21,2,Savings,Bank_Transfer,Harare JFE0601,1,2025-08-16,2025-08-17,2025-09-26,2026-02-13,6136.38,83.26,6,Monthly,Business_Expansion,Female,26-Mar-1963,Single,5,Mining,89,,0,Guarantor,Bank_Transfer,Harare UQY5571,4,2025-12-16,2025-12-24,2026-01-28,2027-06-17,9296.87,15.81,18,Monthly,Equipment,Female,08-Mar-2007,Single,1,Informal_Sector,10,,1,,EcoCash,Harare RYD8898,2,2025-08-01,2025-08-05,2025-09-03,2026-02-01,9701.2,13.92,6,Bi-Weekly,Equipment,Male,31-May-1996,Married,6,Finance,29,2698.15,4,Savings,Cash,Matabeleland_South ROY0244,0,2025-05-25,2025-05-30,2025-07-05,2025-11-26,1861.08,15.13,6,Monthly,Rent,Male,17-Jul-1969,Widowed,6,Construction,34,651.86,3,Savings,EcoCash,Midlands TNQ5151,0,2025-02-07,2025-02-11,2025-03-12,2027-02-01,874.0,132.56,24,Monthly,Wedding,Male,22-Sep-1993,Married,2,,95,290.29,1,None,EcoCash,Midlands BOV0135,3,2026-01-06,2026-01-09,2026-02-04,2027-01-04,854.94,16.3,12,Bi-Weekly,Debt_Consolidation,Female,25-Jun-2002,Married,1,Manufacturing,38,500.42,8,Guarantor,EcoCash,Matabeleland_North BEN5821,2,2025-09-15,2025-09-19,2025-10-24,2026-03-18,3651.78,16.44,6,Monthly,Farming_Inputs,Male,03-Jul-1965,Widowed,6,Mining,,1092.81,6,Property,InnBucks,Matabeleland_South JAU8428,0,2025-12-29,2025-12-30,2026-02-04,2027-12-20,1318.24,19.52,24,Monthly,Personal,Male,13-Jun-1988,Married,,Manufacturing,70,240.95,2,None,Bank_Transfer,Mashonaland_West MTS3008,0,2025-02-02,2025-02-16,2025-03-20,2027-02-06,1986.62,135.03,24,Monthly,Personal,Male,29-Jul-1988,Married,0,Informal_Sector,16,478.06,1,Property,Bank_Transfer,Matabeleland_South RQF7412,0,2026-01-23,2026-02-13,2026-03-24,2026-05-14,1696.43,15.06,3,Monthly,School_Fees,Male,31-Mar-1980,Married,1,Healthcare,121,302.4,2,None,InnBucks,Mashonaland_Central GWM5403,3,2025-09-18,2025-10-03,2025-10-28,2027-09-23,931.89,17.16,24,Monthly,Personal,Female,26-Aug-1996,Single,4,Agriculture,64,297.23,1,Savings,Bank_Transfer,Midlands TOR4862,1,2025-05-11,2025-05-27,2025-06-24,2026-05-22,3088.55,106.97,12,Monthly,Business_Expansion,Male,10-Oct-1995,Single,1,Informal_Sector,35,310.97,4,,EcoCash,Mashonaland_East VXS2017,3,2025-12-04,2025-12-24,2026-01-28,2026-12-19,3050.3,18.48,12,Monthly,,Female,13-Oct-1993,Married,3,Retail_Trade,41,868.89,2,None,Cash,Masvingo PNG6506,3,2025-07-04,2025-07-18,2025-08-28,2026-07-13,439.9,15.06,12,Monthly,Debt_Consolidation,Male,23-Nov-1957,Married,5,Informal_Sector,51,202.43,1,None,EcoCash,Mashonaland_Central KTY1630,1,2025-08-07,2025-08-21,2025-09-17,2027-08-11,17992.2,12.87,24,Monthly,Equipment,Male,29-Sep-1983,Married,5,NGO,,1325.48,1,Vehicle,EcoCash,Masvingo NEZ0088,3,2025-12-21,2026-01-02,2026-02-14,2026-07-01,3866.91,19.35,6,Monthly,Debt_Consolidation,Male,24-Jul-1995,Married,2,Government,37,675.07,2,None,OneMoney,Mashonaland_West AKO4410,0,2025-05-19,2025-06-08,2025-07-04,2026-06-03,1819.73,14.94,12,Monthly,Home_Improvement,Female,07-Oct-1981,Widowed,6,Government,67,,0,None,EcoCash,Midlands LGJ6361,5,2025-01-09,2025-01-26,2025-03-11,2025-04-26,528.73,156.45,3,Bi-Weekly,Personal,Female,19-Aug-1965,Divorced,3,Transport,22,298.64,1,None,Cash,Manicaland AXY5928,4,2025-01-22,2025-01-31,2025-03-13,2028-01-16,12545.35,16.56,36,Bi-Weekly,Vehicle,Male,19-Nov-1989,Married,3,Retail_Trade,97,1026.83,4,Vehicle,InnBucks,Mashonaland_West UZJ1364,4,2025-01-30,2025-02-10,2025-03-26,2027-01-31,5237.03,108.26,24,Monthly,Vehicle,Male,29-Jun-1998,Single,1,Agriculture,38,177.51,7,None,Bank_Transfer,Mashonaland_Central BHK9223,0,2025-09-28,2025-10-12,2025-11-20,2027-04-05,1509.51,16.87,18,Monthly,Stock_Purchase,Male,03-Mar-1988,Married,4,Agriculture,80,354.4,0,Property,EcoCash,Midlands ZRY6611,1,2025-10-07,2025-10-25,2025-12-02,2027-10-15,4903.32,101.84,24,Monthly,Equipment,Male,12-Oct-1994,Married,3,Informal_Sector,26,372.4,1,None,OneMoney,Harare SYT9117,2,2025-12-21,2026-01-10,2026-02-04,2027-07-04,1984.13,9.69,18,Monthly,Farming_Inputs,Female,07-Jun-1997,Divorced,2,Healthcare,65,387.79,4,Livestock,EcoCash,Manicaland RHA1752,2,2025-11-12,2025-11-26,2025-12-26,2027-11-16,3486.39,74.05,24,Monthly,Livestock,Female,11-May-2007,Single,,Construction,4,423.38,0,None,InnBucks,Mashonaland_East QHG7774,1,2025-09-14,2025-09-26,2025-11-01,2026-09-21,16243.3,15.08,12,Monthly,Stock_Purchase,Female,18-Feb-1965,Married,,Construction,93,636.46,0,Property,Cash,Mashonaland_East FZP1221,2,2025-12-01,2025-12-08,2026-01-07,2026-09-04,3240.42,87.13,9,Weekly,Working_Capital,Male,09-Sep-2003,Single,1,Informal_Sector,37,429.63,4,Property,EcoCash,Mashonaland_West CXT8185,2,2025-10-15,2025-10-17,2025-11-24,2026-07-14,7281.86,105.12,9,Monthly,Equipment,Male,27-Apr-1972,Married,,Retail_Trade,38,,3,Guarantor,EcoCash,Harare IYS4616,5,2025-11-16,2025-12-07,2026-01-01,2026-01-06,550.56,133.39,1,Bi-Weekly,Funeral,Male,13-Sep-1979,Widowed,3,Agriculture,117,456.78,3,Savings,Cash,Mashonaland_East WBG7223,0,2025-10-30,2025-11-19,2025-12-25,2026-02-17,1625.37,17.33,3,Weekly,Debt_Consolidation,Female,22-Jul-2001,Single,5,Informal_Sector,30,306.6,3,Savings,Bank_Transfer,Bulawayo POJ1795,3,2025-10-08,2025-10-24,2025-11-23,2027-04-17,2207.33,15.23,18,Monthly,School_Fees,Male,03-Jun-1973,Married,4,Transport,114,456.37,2,Savings,EcoCash,Harare BOX0998,1,2026-02-08,2026-02-27,2026-03-28,2027-08-21,15465.94,110.11,18,Bi-Weekly,Business_Expansion,Female,09-Oct-1984,Married,4,Transport,115,948.2,2,,Bank_Transfer,Mashonaland_Central PCE0012,1,2025-07-28,2025-08-10,2025-09-11,2026-08-05,3797.09,13.87,12,Monthly,Working_Capital,Male,28-Jul-1997,Married,3,Manufacturing,67,480.05,3,Vehicle,Bank_Transfer,Harare LCF0616,4,2025-02-13,2025-03-01,2025-03-28,2028-02-14,13103.84,95.82,36,Monthly,Vehicle,Female,19-Sep-1982,Married,6,Healthcare,34,712.21,2,Savings,Bank_Transfer,Mashonaland_West QER2016,0,2025-04-07,2025-04-16,2025-05-17,2025-10-13,4843.36,,6,Weekly,Rent,Male,29-Oct-2000,Married,5,NGO,16,1025.51,1,Guarantor,Bank_Transfer,Harare RGD8830,2,2026-01-27,2026-02-17,2026-03-22,2027-02-12,3426.58,87.04,12,Monthly,Livestock,Male,16-Mar-2001,Married,5,Agriculture,15,266.95,4,Savings,InnBucks,Bulawayo EEI1108,3,2025-03-29,2025-04-03,2025-05-11,2026-09-25,587.02,15.28,18,Bi-Weekly,Personal,Male,27-May-1964,,1,Agriculture,46,169.09,2,Guarantor,Cash,Harare QVC3142,0,2025-09-28,2025-09-30,2025-11-13,2026-09-25,997.81,17.15,12,Weekly,Rent,Male,11-Oct-1993,Married,0,Agriculture,45,176.73,1,None,OneMoney,Harare UBY1157,2,2025-11-17,2025-12-03,2025-12-28,2027-11-23,1615.45,105.65,24,Monthly,Working_Capital,Male,22-Mar-1980,Divorced,6,Education,139,291.76,6,Livestock,InnBucks,Matabeleland_South JJR8103,3,2025-05-20,2025-06-01,2025-07-01,2026-05-27,185.04,15.59,12,Bi-Weekly,Medical,Male,06-May-1993,Divorced,1,Agriculture,49,107.33,3,Savings,Bank_Transfer,Midlands GID0753,1,2025-08-11,2025-08-25,2025-09-28,2028-08-09,5610.75,16.61,36,Monthly,Stock_Purchase,Female,16-Aug-1995,Married,3,Agriculture,,251.06,2,Savings,Cash,Midlands ALQ2306,0,2025-03-23,2025-03-27,2025-05-03,2027-03-17,955.99,151.98,24,Monthly,Debt_Consolidation,Female,17-May-1972,Married,3,Education,29,457.02,1,Savings,EcoCash,Matabeleland_South PAZ5488,0,2025-03-04,2025-03-18,2025-04-23,2025-06-16,3514.92,99.52,3,Bi-Weekly,Farming_Inputs,Female,18-Oct-1978,Married,4,Manufacturing,72,543.21,4,None,Bank_Transfer,Harare GQD8795,1,2025-01-24,2025-02-11,2025-03-19,2028-01-27,3147.46,120.4,36,Monthly,Equipment,Female,09-Aug-1995,Single,2,Manufacturing,72,349.42,0,Savings,EcoCash,Masvingo ZKF0734,0,2025-08-22,2025-09-11,2025-10-23,2026-03-10,4066.58,19.25,6,Monthly,Vehicle,Male,27-Nov-2004,Single,1,Agriculture,30,443.42,0,Vehicle,InnBucks,Harare CJH0968,3,2026-01-26,2026-02-05,2026-03-20,2026-08-04,271.47,14.47,6,Monthly,School_Fees,Male,13-Jan-2001,Married,4,Informal_Sector,12,136.65,0,Guarantor,EcoCash,Midlands ILL5777,0,2025-09-04,2025-09-10,2025-10-22,2027-08-31,4610.35,121.0,24,Monthly,Medical,Male,09-Oct-1994,Married,3,Informal_Sector,35,536.2,2,None,InnBucks,Mashonaland_West OCQ6817,2,2025-01-19,2025-01-29,2025-03-05,2027-01-19,1659.42,93.38,24,Monthly,Farming_Inputs,Female,29-Dec-1983,Widowed,2,Informal_Sector,20,336.66,5,Livestock,Cash,Mashonaland_West ZEU2990,0,2025-07-12,2025-07-31,2025-08-25,2026-01-27,2759.93,104.3,6,Monthly,Medical,Female,03-Aug-1985,Widowed,2,Construction,31,521.33,1,None,OneMoney,Mashonaland_West ARU1460,1,2025-04-16,2025-04-19,2025-05-23,2026-10-11,1290.19,13.98,18,Monthly,Business_Expansion,Female,27-Dec-2001,Single,1,Construction,19,220.31,1,,EcoCash,Mashonaland_West EEB7566,0,2024-12-28,2025-01-01,2025-02-04,2025-04-01,5395.95,16.43,3,Weekly,Rent,Female,18-Feb-1996,Single,4,Construction,50,1076.43,2,None,Bank_Transfer,Harare WDY3934,0,2025-07-02,2025-07-09,2025-08-10,2026-01-05,820.46,79.72,6,Monthly,Personal,Male,29-Apr-1964,Widowed,4,Education,57,259.83,2,,EcoCash,Manicaland IRD9332,2,2025-12-13,2025-12-19,2026-01-19,2027-12-09,3032.69,115.81,24,Bi-Weekly,Working_Capital,Male,29-Apr-1993,Married,2,Government,,472.87,4,Vehicle,EcoCash,Matabeleland_North GUW6567,4,2025-09-23,2025-09-28,2025-10-28,2029-09-07,6007.11,17.27,48,Monthly,Equipment,Female,14-Aug-1967,Married,7,Agriculture,89,327.48,0,Vehicle,InnBucks,Mashonaland_Central HIF0807,0,2025-01-01,2025-01-19,2025-02-27,2025-07-18,4933.47,115.76,6,Monthly,Wedding,Male,26-Aug-1970,Married,,Manufacturing,125,594.54,5,None,OneMoney,Masvingo ZCG0051,0,2025-07-25,2025-08-03,2025-08-28,2026-07-29,520.51,15.32,12,Monthly,Wedding,Female,06-Dec-1976,Divorced,5,Agriculture,41,,1,,Bank_Transfer,Harare ZOK4964,0,2025-11-05,2025-11-14,2025-12-10,2027-11-04,401.67,130.58,24,Monthly,School_Fees,Male,29-May-1970,Married,6,Agriculture,78,232.67,0,Vehicle,Cash,Mashonaland_Central KRJ9215,3,2025-11-05,2025-11-10,2025-12-07,2027-10-31,11968.64,12.8,24,Monthly,Rent,Male,19-Aug-1970,Divorced,6,Finance,102,2546.04,5,Guarantor,EcoCash,Harare AJO7833,1,2025-09-10,2025-09-27,2025-10-28,2026-09-22,7901.33,119.86,12,Monthly,Business_Expansion,Female,21-Mar-1984,Married,3,Government,,518.36,5,Property,EcoCash,Midlands YGZ2186,0,2025-07-23,2025-07-28,2025-08-24,2026-07-23,8293.58,16.28,12,Weekly,Vehicle,Male,06-Apr-2006,Married,2,Government,23,980.89,3,Savings,EcoCash,Midlands HAS4692,2,2026-01-12,2026-01-27,2026-02-23,2027-01-22,5896.16,91.8,12,Monthly,Equipment,Male,07-Nov-1964,Married,5,Manufacturing,,543.98,2,Livestock,Bank_Transfer,Bulawayo BCF1980,4,2025-06-09,2025-06-18,2025-07-27,2029-05-28,4606.4,73.36,48,Monthly,Vehicle,Male,21-Jul-1974,Married,5,Informal_Sector,36,255.47,2,Guarantor,InnBucks,Midlands CCF7489,1,2026-02-06,2026-02-19,2026-03-17,2029-02-03,3320.22,13.39,36,Weekly,Stock_Purchase,Female,02-Jun-2000,Married,3,Education,4,461.38,2,Livestock,Bank_Transfer,Harare VYW8259,0,2025-05-20,2025-06-03,2025-07-13,2025-11-30,1556.74,109.38,6,Monthly,Working_Capital,Male,16-May-1974,Widowed,6,Construction,76,211.73,0,None,EcoCash,Harare VLO5119,5,2025-01-13,2025-01-29,2025-02-23,2025-04-29,1126.02,119.47,3,Weekly,Personal,Male,18-Aug-1997,Divorced,4,Manufacturing,43,901.28,2,None,OneMoney,Mashonaland_East RKC1431,2,2025-03-09,2025-03-11,2025-04-07,2026-03-06,3141.95,12.29,12,Monthly,Equipment,Female,23-Apr-1998,Single,4,Education,68,742.99,5,Property,EcoCash,Midlands IZG3588,2,2025-09-26,2025-10-07,2025-11-19,2027-09-27,8867.9,111.33,24,Monthly,Equipment,Male,24-Dec-1971,Divorced,,Manufacturing,105,610.28,2,None,OneMoney,Harare IKZ5035,4,2025-03-21,2025-03-22,2025-05-02,2028-03-06,16068.18,17.31,36,Bi-Weekly,Home_Improvement,Male,30-Mar-1995,Married,,Agriculture,,444.53,0,Property,EcoCash,Mashonaland_West VYV2122,1,2025-03-28,2025-04-14,2025-05-09,2026-04-09,5706.42,14.0,12,Monthly,Working_Capital,Female,10-Nov-2005,Married,2,Construction,14,588.37,1,None,EcoCash,Mashonaland_Central FXR8591,1,2025-06-07,2025-06-27,2025-07-23,2028-06-11,2670.77,84.07,36,Bi-Weekly,Business_Expansion,Male,31-Mar-1996,Divorced,,Informal_Sector,9,250.37,0,None,Cash,Mashonaland_West PQW0600,0,2025-03-14,2025-03-25,2025-05-04,2026-03-20,2007.28,114.8,12,Monthly,Funeral,Male,30-Jul-2006,Single,0,Healthcare,19,486.21,0,None,InnBucks,Bulawayo LLB7273,0,2025-02-12,2025-02-23,2025-04-02,2026-02-18,3003.03,17.84,12,Monthly,Livestock,Male,22-Mar-1974,Divorced,1,Manufacturing,149,365.54,0,None,Bank_Transfer,Mashonaland_West RXV9670,1,2025-02-14,2025-02-15,2025-03-18,2025-08-14,4602.15,,6,Monthly,Equipment,Male,07-Oct-1969,Divorced,0,Education,104,456.1,5,Property,Bank_Transfer,Mashonaland_West CHF3116,1,2025-07-09,2025-07-30,2025-09-05,2028-07-14,1516.11,16.04,36,Monthly,,Male,09-May-1993,Married,,Informal_Sector,27,,3,Savings,InnBucks,Mashonaland_East QEQ0559,2,2025-11-18,2025-12-05,2026-01-03,2026-11-30,15209.53,81.18,12,Monthly,Livestock,Male,12-Sep-2000,Single,2,Retail_Trade,18,,0,Guarantor,Cash,Bulawayo NEJ4604,2,2025-05-20,2025-05-29,2025-07-12,2027-05-19,1649.85,75.7,24,Monthly,Working_Capital,Male,24-Apr-1996,Single,0,Government,70,455.24,1,,EcoCash,Harare OAX8431,3,2025-11-26,2025-12-07,2026-01-03,2026-06-05,1199.5,17.12,6,Monthly,School_Fees,Male,29-Oct-2003,Married,1,,18,496.43,2,Property,EcoCash,Masvingo NFL1683,2,2025-12-07,2025-12-19,2026-01-23,2026-09-15,1405.05,12.53,9,Monthly,Livestock,Female,20-Dec-2003,Single,2,Manufacturing,11,202.78,1,Savings,InnBucks,Harare WXL7207,5,2025-04-23,2025-05-03,2025-06-02,2025-10-30,818.26,138.61,6,Weekly,Medical,Female,18-Jan-1988,Single,4,Informal_Sector,12,360.48,2,Savings,EcoCash,Harare KWN3865,5,2025-04-15,2025-04-24,2025-06-04,2025-06-23,2133.26,187.51,2,Bi-Weekly,Funeral,Female,08-Nov-2000,Single,6,Retail_Trade,30,1014.21,2,Property,Bank_Transfer,Bulawayo SEA0000,1,2025-07-29,2025-08-06,2025-09-07,2026-08-01,5352.76,118.76,12,Monthly,Stock_Purchase,Male,11-Aug-1986,Married,2,NGO,88,585.77,0,Guarantor,InnBucks,Bulawayo CDV9089,1,2025-09-23,2025-10-12,2025-11-16,2026-10-07,4262.05,119.33,12,Monthly,Business_Expansion,Male,30-Sep-1995,Single,3,Education,109,563.63,5,Vehicle,Bank_Transfer,Mashonaland_West PTE9060,1,2025-12-24,2026-01-13,2026-02-10,2026-07-12,8933.21,15.08,6,Monthly,Working_Capital,Female,23-May-2005,Single,1,Manufacturing,9,693.12,0,Savings,EcoCash,Matabeleland_South EZI8293,4,2025-06-02,2025-06-09,2025-07-05,2028-05-24,1892.15,105.41,36,Monthly,Vehicle,Female,25-Aug-1982,Divorced,4,Agriculture,69,168.2,0,None,EcoCash,Matabeleland_North ZII8284,0,2025-08-25,2025-08-31,2025-10-13,2026-08-26,3577.55,115.16,12,Weekly,Wedding,Female,26-Feb-2007,Single,0,Informal_Sector,,538.65,0,,Bank_Transfer,Harare YQL4011,0,2025-10-22,2025-11-06,2025-12-05,2027-10-27,1585.07,15.08,24,Weekly,Rent,Male,14-Feb-1986,Married,3,Retail_Trade,54,,3,,Bank_Transfer,Matabeleland_North NWC3918,3,2025-08-14,2025-08-20,2025-09-20,2026-02-16,708.16,16.42,6,Monthly,Rent,Female,08-May-1990,Married,2,Informal_Sector,,161.87,0,Guarantor,Bank_Transfer,Harare PGF9316,1,2025-04-09,2025-04-14,2025-05-15,2026-10-06,15171.53,16.26,18,Monthly,Business_Expansion,Female,20-Nov-1964,Single,5,Government,146,987.92,2,Savings,EcoCash,Mashonaland_East JMZ2846,3,2025-05-06,2025-05-24,2025-07-08,2025-11-20,253.63,14.9,6,Monthly,Debt_Consolidation,Male,10-Jan-2008,Single,0,Agriculture,3,114.99,3,Savings,EcoCash,Midlands XXM8641,3,2025-02-04,2025-02-11,2025-03-21,2026-02-06,788.34,14.38,12,Monthly,Rent,Male,14-Jul-1987,Married,4,Retail_Trade,23,333.73,7,None,EcoCash,Midlands MCO0130,3,2025-04-07,2025-04-26,2025-05-26,2025-10-23,224.01,14.2,6,Monthly,Medical,Male,02-Jan-1968,Single,4,Agriculture,74,,2,None,EcoCash,Mashonaland_Central YHC4720,2,2025-01-03,2025-01-13,2025-02-12,2025-10-10,5444.18,127.88,9,Weekly,Farming_Inputs,Female,07-Aug-1971,Married,3,Informal_Sector,9,460.16,2,,EcoCash,Harare JLQ7235,2,2025-09-02,2025-09-06,2025-10-04,2026-09-01,2539.29,113.03,12,Monthly,Farming_Inputs,Male,25-Apr-1989,Divorced,4,Agriculture,31,359.69,4,None,EcoCash,Matabeleland_North DAF2263,2,2025-10-09,2025-10-10,2025-11-20,2026-04-08,5545.88,101.05,6,Monthly,Equipment,Female,14-Feb-1970,Divorced,5,Finance,3,1419.03,1,Property,EcoCash,Bulawayo RRP3610,2,2025-05-05,2025-05-16,2025-06-25,2026-05-11,2868.86,15.63,12,Monthly,Equipment,Male,13-Feb-1959,Married,0,Informal_Sector,9,233.55,0,,Cash,Midlands SWA4008,4,2025-07-12,2025-07-20,2025-08-18,2028-07-04,19218.52,16.42,36,Monthly,Home_Improvement,Male,29-Jul-1968,Divorced,5,NGO,79,1600.75,2,Guarantor,Bank_Transfer,Bulawayo NBM3100,0,2025-07-09,2025-07-19,2025-08-20,2026-01-15,1988.08,98.84,6,Monthly,Stock_Purchase,Male,23-Feb-2007,Married,,Healthcare,4,,3,None,OneMoney,Harare NOZ8348,2,2025-11-04,2025-11-10,2025-12-18,2026-11-05,698.75,79.48,12,Monthly,Livestock,Female,06-Dec-1998,Married,5,Informal_Sector,42,66.97,1,None,InnBucks,Mashonaland_East TPY9415,1,2025-01-31,2025-02-12,2025-03-13,2026-02-07,4766.72,101.07,12,Monthly,,Female,28-Jan-2005,Single,2,Government,,645.64,3,Savings,Cash,Manicaland JVH4734,2,2025-01-28,2025-02-01,2025-02-28,2025-07-31,2117.15,98.56,6,Monthly,Equipment,Male,07-Sep-2005,Married,1,Agriculture,12,397.84,5,None,Bank_Transfer,Matabeleland_North KKD8998,1,2025-05-20,2025-05-26,2025-06-22,2027-05-16,241.43,108.94,24,Bi-Weekly,Business_Expansion,Male,21-Nov-1979,Single,5,Informal_Sector,24,65.68,4,Guarantor,Bank_Transfer,Matabeleland_South MZU8145,5,2025-08-20,2025-09-04,2025-10-16,2026-03-03,122.71,127.52,6,Weekly,Funeral,Male,17-May-1996,Divorced,3,Manufacturing,64,175.19,3,Property,EcoCash,Midlands ODJ2354,3,2025-12-14,2026-01-04,2026-02-02,2026-07-03,723.29,17.04,6,Bi-Weekly,Medical,Female,31-Jan-1998,Married,2,Informal_Sector,,213.34,4,None,EcoCash,Matabeleland_South FPK9517,0,2025-09-25,2025-09-27,2025-11-09,2027-09-17,841.96,16.98,24,Monthly,Medical,Female,09-Aug-1991,Divorced,6,Informal_Sector,22,130.4,3,Livestock,Bank_Transfer,Bulawayo WWT9655,0,2025-12-03,2025-12-11,2026-01-16,2027-06-04,1288.79,16.27,18,Monthly,Livestock,Female,02-Mar-1965,Married,2,,19,337.21,2,Savings,EcoCash,Masvingo GNF3420,3,2025-11-08,2025-11-15,2025-12-19,2026-11-10,726.85,19.2,12,Monthly,Rent,Female,23-Nov-1985,Divorced,1,Informal_Sector,23,,3,None,EcoCash,Manicaland HLY9063,1,2025-12-08,2025-12-21,2026-01-27,2026-06-19,1610.38,12.59,6,Monthly,Working_Capital,Female,13-Sep-1989,Single,0,Agriculture,94,141.95,0,None,Cash,Mashonaland_East OMP3870,3,2025-03-16,2025-03-20,2025-04-22,2026-03-15,597.03,15.19,12,Bi-Weekly,Debt_Consolidation,Male,23-Feb-1982,Married,2,Informal_Sector,36,225.29,3,Savings,OneMoney,Manicaland FVB6527,3,2026-02-02,2026-02-12,2026-03-12,2027-02-07,4398.21,16.46,12,Monthly,Medical,Female,08-May-1996,Married,2,Telecom,7,1314.16,1,,Bank_Transfer,Mashonaland_East DVO5558,5,2025-06-25,2025-06-30,2025-08-02,2025-09-28,155.81,158.7,3,Bi-Weekly,Medical,Male,10-Jun-2004,Single,0,Agriculture,25,75.73,1,Savings,EcoCash,Midlands DWI5691,4,2025-04-05,2025-04-25,2025-06-03,2029-04-04,14477.59,16.47,48,Monthly,Vehicle,Female,11-Aug-1995,Married,4,Construction,62,740.34,0,None,Cash,Mashonaland_Central TDT6145,1,2025-06-06,2025-06-19,2025-07-28,2026-06-14,7842.13,12.6,12,Monthly,Business_Expansion,Female,21-Sep-1975,Married,1,Finance,80,867.17,1,Guarantor,InnBucks,Mashonaland_East NTN6827,1,2025-05-13,2025-05-25,2025-06-24,2026-05-20,2475.42,126.69,12,Monthly,Stock_Purchase,Male,09-Oct-1961,Married,3,Government,94,337.14,5,None,Bank_Transfer,Bulawayo RVA5934,1,2026-02-16,2026-02-17,2026-03-28,2027-08-11,5539.44,90.75,18,Weekly,Working_Capital,Male,03-Jan-1973,Married,2,Construction,142,296.63,2,Livestock,Cash,Harare GFR8885,4,2026-01-23,2026-01-29,2026-03-15,2027-07-23,7675.83,16.22,18,Monthly,Vehicle,Male,28-Jan-1998,Married,3,Retail_Trade,106,228.29,0,Property,EcoCash,Harare ZCU5825,1,2025-04-07,2025-04-13,2025-05-12,2028-03-28,14530.54,126.35,36,Bi-Weekly,Business_Expansion,Male,06-Jan-1986,Married,5,Government,44,583.36,0,Property,EcoCash,Mashonaland_West XQV5298,1,2025-05-14,2025-05-20,2025-07-04,2028-05-04,10525.52,89.91,36,Monthly,Business_Expansion,Male,16-Aug-1965,Single,,Finance,20,987.05,2,Vehicle,InnBucks,Midlands QIZ4338,1,2025-03-07,2025-03-27,2025-04-25,2025-09-23,20147.66,76.6,6,Monthly,Working_Capital,Female,14-Jan-1983,Divorced,6,Telecom,,1349.94,0,Guarantor,EcoCash,Mashonaland_Central GIN1432,0,2026-01-20,2026-02-05,2026-03-10,2026-08-04,1970.95,143.36,6,Monthly,Personal,Female,15-Jul-1969,Divorced,6,Informal_Sector,43,,2,None,InnBucks,Mashonaland_East RLP1548,0,2025-08-29,2025-09-02,2025-10-03,2026-08-28,1445.81,97.03,12,Monthly,Home_Improvement,Female,14-Jul-1985,Married,0,Education,,433.82,0,Savings,OneMoney,Mashonaland_West BLK7848,0,2026-02-25,2026-02-27,2026-04-13,2027-02-22,3726.54,124.05,12,Weekly,Business_Expansion,Male,14-Oct-1995,Married,2,Mining,37,554.12,0,None,Bank_Transfer,Harare WSC0490,2,2025-05-10,2025-05-24,2025-06-23,2025-11-20,7289.48,13.43,6,Monthly,Equipment,Female,04-Nov-1992,Married,2,Retail_Trade,35,1125.11,4,None,Cash,Matabeleland_South ABF3437,3,2025-06-02,2025-06-11,2025-07-16,2027-06-01,2178.62,13.48,24,Bi-Weekly,Personal,Female,14-Dec-1973,Single,,Retail_Trade,14,562.2,4,Livestock,EcoCash,Matabeleland_North HTT8114,3,2025-02-12,2025-03-05,2025-04-14,2026-02-28,1499.18,88.2,12,Monthly,School_Fees,Male,06-Nov-1961,Married,7,Agriculture,105,400.98,2,Guarantor,Bank_Transfer,Harare CXN2987,5,2025-04-14,2025-04-28,2025-05-26,2025-07-27,266.11,183.14,3,Weekly,Rent,Female,05-Feb-1995,Married,5,Agriculture,104,231.78,2,None,OneMoney,Harare KVY1451,0,2025-06-08,2025-06-22,2025-07-28,2025-09-20,5590.9,152.83,3,Monthly,Working_Capital,Male,05-Mar-1974,Married,5,Retail_Trade,31,992.89,0,Guarantor,EcoCash,Mashonaland_Central ENJ2042,3,2026-02-06,2026-02-13,2026-03-18,2027-02-08,1429.34,15.15,12,Monthly,Rent,Male,06-Oct-1995,Married,3,,65,925.99,1,None,Bank_Transfer,Harare LTD5596,1,2025-01-02,2025-01-09,2025-02-20,2027-12-25,7293.95,14.71,36,Bi-Weekly,Equipment,Female,15-Dec-1999,Divorced,2,Informal_Sector,17,405.79,4,None,EcoCash,Harare UAF6215,1,2025-07-23,2025-08-08,2025-09-22,2027-01-30,3041.95,102.24,18,Monthly,Business_Expansion,Female,03-Dec-2000,Married,5,Manufacturing,30,240.04,1,Savings,EcoCash,Mashonaland_Central KZS7358,0,2025-06-20,2025-07-09,2025-08-13,2026-07-04,455.31,140.76,12,Monthly,Wedding,Female,16-Jun-2005,Single,,Informal_Sector,19,159.54,0,None,EcoCash,Masvingo HYO5945,3,2025-04-18,2025-04-23,2025-05-20,2025-10-20,1345.33,14.05,6,Monthly,School_Fees,Female,23-Jan-1961,Married,2,Agriculture,11,384.4,3,None,Cash,Bulawayo JGQ5158,1,2025-08-12,2025-08-28,2025-09-25,2026-02-24,6355.76,11.89,6,Weekly,Stock_Purchase,Female,23-Apr-1981,Divorced,,Agriculture,33,316.89,0,Livestock,Bank_Transfer,Matabeleland_North PIN8218,0,2025-07-03,2025-07-11,2025-08-12,2026-01-07,663.05,138.53,6,Monthly,Debt_Consolidation,Female,22-Sep-1992,Married,,Agriculture,24,142.04,1,None,EcoCash,Harare WCP7093,3,2025-07-11,2025-07-30,2025-08-25,2027-07-20,3041.98,83.74,24,Monthly,Rent,Female,11-Sep-1979,Single,4,Manufacturing,38,542.09,1,Property,OneMoney,Midlands ETJ7006,1,2025-09-30,2025-10-05,2025-11-15,2026-09-30,5852.24,16.78,12,Monthly,,Male,21-Feb-1996,Married,2,,27,572.41,0,Guarantor,InnBucks,Manicaland KBX3042,0,2025-11-01,2025-11-15,2025-12-15,2027-05-09,3326.21,153.85,18,Monthly,Vehicle,Female,09-May-1965,Married,2,Education,35,471.37,2,Property,Cash,Mashonaland_Central XML0008,2,2025-03-06,2025-03-23,2025-04-28,2027-03-13,3601.28,13.85,24,Monthly,Livestock,Male,26-Jan-1969,Divorced,3,Manufacturing,141,327.64,4,None,OneMoney,Matabeleland_South ZWH4164,0,2025-09-08,2025-09-27,2025-11-08,2026-09-22,614.24,121.65,12,Monthly,Medical,Female,11-Jan-1996,Single,,Agriculture,62,,4,,OneMoney,Harare VKX0637,3,2025-05-10,2025-05-15,2025-06-25,2026-05-10,850.64,86.39,12,Bi-Weekly,Debt_Consolidation,Female,01-Mar-1962,Married,0,Informal_Sector,14,,4,None,EcoCash,Harare EID2749,2,2025-02-05,2025-02-20,2025-03-19,2026-02-15,3481.75,87.46,12,Monthly,Farming_Inputs,Male,05-Jul-2004,Single,,Education,5,,5,Livestock,Cash,Masvingo OEG3398,0,2026-01-17,2026-01-30,2026-03-08,2026-07-29,3918.54,17.39,6,Monthly,Livestock,Female,02-May-1998,Single,2,,42,631.9,5,Livestock,Bank_Transfer,Bulawayo FSC8722,0,2025-08-13,2025-08-23,2025-09-24,2025-11-21,2036.97,113.19,3,Monthly,Home_Improvement,Female,19-Oct-1966,Single,3,Construction,42,320.67,2,Vehicle,Bank_Transfer,Bulawayo CKX1541,3,2025-12-31,2026-01-16,2026-02-23,2027-01-11,2055.92,12.35,12,Bi-Weekly,Debt_Consolidation,Female,15-Sep-1964,Married,7,Government,124,602.0,0,None,Cash,Harare SMY9467,1,2025-05-17,2025-05-21,2025-06-26,2026-11-12,2458.15,115.05,18,Monthly,Business_Expansion,Male,11-Jul-1999,Single,6,Informal_Sector,51,154.23,2,Savings,Bank_Transfer,Mashonaland_West MTP3016,2,2025-03-26,2025-04-09,2025-05-17,2026-01-04,1628.37,114.03,9,Weekly,Working_Capital,Male,05-Jul-1981,Divorced,,Retail_Trade,114,215.6,0,None,Bank_Transfer,Midlands ZPQ2501,1,2025-11-27,2025-12-08,2026-01-11,2027-06-01,4993.34,109.62,18,Monthly,Business_Expansion,Female,12-Sep-1993,Married,3,Government,130,337.47,1,Vehicle,InnBucks,Matabeleland_North SIV6541,3,2025-04-29,2025-05-01,2025-06-04,2025-10-28,506.72,12.85,6,Monthly,Debt_Consolidation,Female,17-Sep-2003,Single,0,Agriculture,23,196.46,2,,Bank_Transfer,Mashonaland_East QBA7624,1,2025-02-27,2025-03-08,2025-04-22,2027-02-26,27819.52,10.99,24,Monthly,Stock_Purchase,Male,20-Nov-1979,Divorced,5,NGO,78,1208.96,4,Livestock,Cash,Mashonaland_East OZL5460,3,2026-01-28,2026-02-17,2026-03-28,2027-02-12,552.1,12.18,12,Monthly,Personal,Male,16-Aug-1994,Divorced,,Construction,33,261.95,0,Savings,Bank_Transfer,Bulawayo CYJ3102,2,2025-08-05,2025-08-26,2025-09-27,2027-08-16,4226.42,123.15,24,Monthly,,Male,05-Mar-1972,Married,6,Transport,93,497.83,1,Guarantor,EcoCash,Manicaland GWZ1787,0,2024-12-23,2025-01-05,2025-02-02,2025-07-04,2241.31,14.7,6,Monthly,Livestock,Female,27-Apr-1982,Divorced,2,Manufacturing,,606.71,2,None,,Manicaland FTN0555,5,2025-09-11,2025-09-24,2025-11-02,2025-12-23,253.03,188.59,3,Bi-Weekly,Medical,Male,03-Apr-1964,Widowed,6,Informal_Sector,25,295.69,1,,EcoCash,Masvingo HDZ7180,5,2025-07-23,2025-07-24,2025-09-03,2025-09-22,347.45,105.07,2,Bi-Weekly,Medical,Male,24-Aug-1964,Married,2,Retail_Trade,77,215.18,1,None,EcoCash,Harare YFY7146,0,2025-10-08,2025-10-11,2025-11-15,2026-04-09,1734.4,167.82,6,Bi-Weekly,Farming_Inputs,Female,11-Feb-1995,Married,2,,30,276.08,2,Guarantor,EcoCash,Bulawayo ZKV3967,4,2025-06-26,2025-06-29,2025-07-28,2026-12-21,12613.9,15.09,18,Monthly,Equipment,Female,14-Feb-1974,Married,2,Telecom,48,1039.68,1,Guarantor,InnBucks,Harare GHT0372,3,2025-03-23,2025-04-07,2025-05-17,2026-04-02,1909.1,13.97,12,Weekly,School_Fees,Male,14-Nov-1971,Married,5,Manufacturing,124,592.08,3,None,Cash,Matabeleland_South RYF2512,3,2026-02-06,2026-02-10,2026-03-18,2028-01-31,248.1,13.28,24,Monthly,Personal,Female,20-Mar-1979,Married,,Agriculture,52,79.06,1,,EcoCash,Harare NVM6318,1,2025-06-15,2025-06-26,2025-08-07,2026-12-18,15541.03,96.18,18,Monthly,Business_Expansion,Male,03-May-1971,Married,5,Government,24,651.93,2,Vehicle,OneMoney,Mashonaland_Central IZS5973,3,2025-01-15,2025-01-27,2025-03-02,2026-07-21,2404.07,10.92,18,Weekly,Personal,Female,07-Oct-1989,Married,0,Retail_Trade,97,,0,Guarantor,EcoCash,Manicaland TJN9956,5,2025-06-30,2025-07-12,2025-08-06,2025-08-11,482.36,143.73,1,Monthly,Medical,Female,18-Jan-1985,Married,6,Informal_Sector,3,240.85,1,Livestock,InnBucks,Harare QLV9442,2,2025-02-01,2025-02-03,2025-03-17,2026-01-29,1166.81,8.26,12,Monthly,Farming_Inputs,Female,11-Nov-1989,Married,3,Agriculture,31,127.85,1,Savings,EcoCash,Mashonaland_West ADP7351,3,2025-12-27,2026-01-07,2026-02-18,2027-12-28,1347.87,16.71,24,Weekly,Rent,Male,13-Dec-1966,Married,5,,,332.19,1,Savings,EcoCash,Harare ZZM2561,0,2026-02-19,2026-02-20,2026-03-27,2027-02-15,3228.98,19.56,12,Monthly,Funeral,Female,01-Oct-1979,Divorced,2,Retail_Trade,,565.82,0,Livestock,EcoCash,Mashonaland_East HTH4326,1,2025-08-15,2025-08-16,2025-09-22,2027-02-07,4563.06,122.61,18,Monthly,Equipment,Female,31-Jan-1992,Married,2,Informal_Sector,26,504.86,1,None,EcoCash,Harare NNG9589,1,2025-01-03,2025-01-18,2025-02-28,2026-01-13,4168.05,127.15,12,Monthly,Business_Expansion,Female,14-Feb-1993,Divorced,1,Agriculture,31,244.23,0,,EcoCash,Mashonaland_East WCC8086,4,2025-03-31,2025-04-16,2025-05-25,2027-04-06,9533.89,20.62,24,Monthly,,Male,14-Aug-1993,,2,Government,96,669.82,3,Livestock,EcoCash,Harare FES1274,1,2025-11-13,2025-11-16,2025-12-14,2026-05-15,1532.52,99.61,6,Monthly,Working_Capital,Female,25-Mar-1960,Married,5,Agriculture,132,71.06,0,Property,Cash,Harare GFJ9304,0,2025-04-04,2025-04-14,2025-05-26,2026-10-06,1205.87,159.36,18,Monthly,Wedding,Female,25-Nov-2000,Married,,Transport,23,424.29,2,None,OneMoney,Manicaland JKX6384,4,2025-03-02,2025-03-10,2025-04-14,2026-09-01,18172.62,17.52,18,Monthly,Home_Improvement,Male,03-Oct-1998,Divorced,4,Retail_Trade,8,,1,None,EcoCash,Mashonaland_West QCS8665,2,2025-01-22,2025-01-30,2025-03-03,2026-01-25,5644.33,120.66,12,Monthly,Farming_Inputs,Male,20-Aug-2005,Single,1,Retail_Trade,28,878.37,5,None,OneMoney,Harare EZB6534,0,2025-09-17,2025-10-03,2025-11-04,2026-09-28,2116.07,16.15,12,Monthly,Debt_Consolidation,Male,09-Oct-1995,Married,3,Agriculture,42,319.67,3,None,Bank_Transfer,Mashonaland_West NBF3809,2,2025-12-04,2025-12-15,2026-01-09,2027-12-05,6261.61,103.83,24,Monthly,Farming_Inputs,Male,14-Jul-2005,Single,2,Government,22,479.86,0,Livestock,EcoCash,Harare TYM7948,3,2025-07-24,2025-07-27,2025-09-07,2027-01-18,1990.31,10.68,18,Monthly,School_Fees,Male,18-Aug-1968,Married,3,Government,41,422.98,6,Guarantor,EcoCash,Bulawayo JPW9435,0,2025-08-09,2025-08-22,2025-09-28,2026-08-17,1615.7,15.76,12,Monthly,Vehicle,Female,15-Jun-1969,,3,,44,173.87,1,None,InnBucks,Harare YYG4777,3,2025-08-10,2025-08-26,2025-09-26,2026-08-21,3051.67,17.92,12,Monthly,Rent,Male,08-Jan-1981,Divorced,,Healthcare,41,,1,Savings,EcoCash,Harare FME9725,2,2025-02-01,2025-02-04,2025-03-06,2026-01-30,7900.41,15.84,12,Bi-Weekly,Equipment,Male,08-Oct-1992,Married,5,Healthcare,26,938.5,2,Property,EcoCash,Harare UNW9229,3,2025-12-28,2026-01-05,2026-02-01,2026-07-04,1914.56,11.56,6,Weekly,Medical,Male,12-Aug-1970,Married,4,Healthcare,85,442.7,1,Guarantor,EcoCash,Harare OGO9969,4,2025-12-06,2025-12-08,2026-01-12,2027-06-01,5008.38,16.74,18,Monthly,Equipment,Male,23-Dec-1997,Divorced,1,Construction,49,546.19,1,Livestock,Cash,Manicaland SOC4844,3,2024-12-26,2025-01-14,2025-02-27,2026-07-08,458.9,14.48,18,Monthly,School_Fees,Male,20-Dec-1994,Single,2,Agriculture,36,145.95,1,None,EcoCash,Matabeleland_North NWJ5906,0,2025-03-19,2025-04-01,2025-05-13,2026-03-27,1624.18,106.01,12,Monthly,Medical,Male,28-Jan-1996,,1,Transport,18,997.79,2,None,InnBucks,Harare STF1253,1,2026-02-20,2026-02-26,2026-03-28,2027-02-21,10009.51,83.27,12,Monthly,Business_Expansion,Female,21-Dec-1983,Married,6,Transport,24,822.56,2,Savings,EcoCash,Harare TTB0785,3,2025-11-17,2025-11-23,2025-12-28,2027-05-17,1367.74,15.75,18,Weekly,Personal,Female,25-Jun-1971,Divorced,1,Manufacturing,53,413.37,2,None,EcoCash,Harare UQE1066,2,2025-06-06,2025-06-19,2025-07-20,2026-06-14,2673.69,12.75,12,Monthly,Farming_Inputs,Male,06-Sep-1976,Married,5,Informal_Sector,27,355.4,0,Livestock,Bank_Transfer,Matabeleland_South WUP4056,0,2026-01-15,2026-01-21,2026-03-03,2026-07-20,3092.25,121.23,6,Monthly,Wedding,Male,18-Jun-1994,Divorced,2,Manufacturing,44,422.98,2,None,Bank_Transfer,Harare XVG5906,0,2025-01-25,2025-02-06,2025-03-15,2025-05-07,2239.61,18.71,3,Monthly,Medical,Female,04-Sep-2003,Single,1,Finance,8,445.1,0,Vehicle,Bank_Transfer,Bulawayo VDF4156,0,2025-06-06,2025-06-27,2025-07-23,2026-06-22,7168.37,15.49,12,Monthly,Debt_Consolidation,Male,26-Jun-1997,Married,3,Telecom,48,1709.42,1,Guarantor,Bank_Transfer,Manicaland YUW9552,0,2025-01-21,2025-01-27,2025-02-21,2025-04-27,329.81,151.96,3,Monthly,Wedding,Male,28-Feb-1965,Single,3,Retail_Trade,80,108.04,0,Vehicle,EcoCash,Harare KME7972,0,2025-02-17,2025-02-20,2025-04-06,2027-02-10,2293.58,134.71,24,Monthly,Medical,Male,09-Jan-1963,Widowed,2,Transport,86,,3,Guarantor,Cash,Mashonaland_Central XHY4917,2,2025-09-22,2025-10-11,2025-11-17,2027-04-04,4823.11,104.39,18,Monthly,Farming_Inputs,Female,15-Jun-1994,Married,4,Government,44,543.65,0,Livestock,EcoCash,Manicaland NJV5170,0,2025-06-04,2025-06-13,2025-07-21,2026-06-08,4821.24,136.19,12,Monthly,Personal,Male,09-Nov-1982,Widowed,1,Government,116,735.3,2,Property,EcoCash,Mashonaland_West FSX4444,4,2025-05-20,2025-06-02,2025-07-02,2027-05-23,1656.55,14.63,24,Monthly,Home_Improvement,Female,17-Jul-2001,,3,Agriculture,34,119.1,0,None,Cash,Mashonaland_Central YFF5235,3,2025-06-11,2025-06-24,2025-07-21,2027-06-14,1976.34,15.21,24,Monthly,Personal,Female,16-Mar-2005,Single,0,Retail_Trade,14,,5,Savings,Bank_Transfer,Harare RZX5593,0,2025-05-21,2025-06-06,2025-07-09,2025-09-04,10856.21,17.55,3,Monthly,Equipment,Male,28-Jun-1992,Married,2,Mining,36,1407.99,1,Property,OneMoney,Mashonaland_East QFS2917,0,2025-01-18,2025-01-27,2025-03-09,2026-01-22,1308.15,79.6,12,Bi-Weekly,Funeral,Female,15-Feb-1969,Married,5,Agriculture,26,377.39,4,,EcoCash,Manicaland BKL5342,5,2026-02-07,2026-02-09,2026-03-21,2026-05-10,181.76,114.12,3,Monthly,Personal,Male,04-Aug-1984,,4,Informal_Sector,23,92.46,2,,InnBucks,Harare VBS2012,1,2025-02-06,2025-02-14,2025-03-27,2027-02-04,12900.93,134.0,24,Monthly,Business_Expansion,Female,30-Jul-1975,Widowed,,NGO,98,1461.06,7,None,Bank_Transfer,Harare YUY2212,3,2025-04-10,2025-04-15,2025-05-27,2026-10-07,2356.69,14.01,18,Monthly,Medical,Male,12-Apr-1996,Divorced,0,Telecom,67,,6,Guarantor,Bank_Transfer,Manicaland SZR5572,3,2025-07-10,2025-07-25,2025-08-19,2026-01-21,8595.08,11.79,6,Monthly,School_Fees,Female,26-Mar-1996,Married,0,Telecom,23,2375.56,0,None,EcoCash,Mashonaland_East TXH2388,1,2025-11-27,2025-12-08,2026-01-02,2028-11-22,3180.25,114.2,36,Monthly,Stock_Purchase,Male,18-Aug-1995,Married,4,Transport,95,402.45,2,Property,Cash,Manicaland TNN3693,1,2025-10-14,2025-11-03,2025-12-14,2026-10-29,2597.9,13.92,12,Monthly,Equipment,Female,19-Sep-1979,Widowed,1,Construction,28,338.04,1,Guarantor,OneMoney,Mashonaland_East UZT3585,0,2025-07-20,2025-07-29,2025-08-28,2026-07-24,429.83,75.21,12,Monthly,Stock_Purchase,Male,04-Aug-2005,Single,1,Informal_Sector,5,146.43,4,Savings,Bank_Transfer,Masvingo HQK3080,0,2025-04-03,2025-04-12,2025-05-14,2026-10-04,1200.74,118.79,18,Monthly,Debt_Consolidation,Male,16-Aug-1976,Married,0,,117,241.77,0,Property,EcoCash,Bulawayo LLI6154,0,2026-01-18,2026-01-27,2026-02-22,2027-01-22,1563.66,17.02,12,Monthly,School_Fees,Male,20-Jul-1977,Divorced,5,Construction,29,316.03,0,None,EcoCash,Matabeleland_South ZOF1765,2,2024-12-27,2025-01-09,2025-02-06,2026-07-03,1960.96,102.37,18,Monthly,Livestock,Female,23-Apr-1996,Married,2,,50,227.06,6,Livestock,EcoCash,Harare RLV8929,3,2025-05-26,2025-06-03,2025-06-28,2026-05-29,347.25,15.6,12,Monthly,Rent,Male,19-Jul-2003,Single,1,Agriculture,39,187.35,6,Savings,EcoCash,Midlands XHK0610,3,2025-10-27,2025-10-31,2025-12-05,2027-10-21,576.39,17.8,24,Monthly,Debt_Consolidation,Female,17-Oct-1991,Single,4,Agriculture,,,3,None,Bank_Transfer,Mashonaland_East OMO4138,0,2025-09-14,2025-09-16,2025-10-14,2026-03-15,5398.11,129.28,6,Monthly,Home_Improvement,Male,22-May-1985,Married,3,Education,,695.63,4,None,Bank_Transfer,Matabeleland_South DBO3941,0,2025-05-25,2025-05-27,2025-06-24,2026-05-22,254.07,139.31,12,Monthly,Debt_Consolidation,Female,19-Jan-1974,Married,2,Informal_Sector,32,139.5,0,Guarantor,InnBucks,Harare NOL1049,2,2025-08-15,2025-08-19,2025-09-22,2027-08-09,898.28,86.7,24,Monthly,Farming_Inputs,Male,23-Aug-1985,Married,3,Agriculture,40,238.89,4,Livestock,Cash,Manicaland VPE9687,0,2025-06-19,2025-07-08,2025-08-18,2026-07-03,1450.75,144.67,12,Monthly,Home_Improvement,Male,21-Mar-1977,Widowed,5,Informal_Sector,19,199.74,0,None,Bank_Transfer,Bulawayo PUT1722,5,2025-07-02,2025-07-12,2025-08-07,2025-09-10,190.61,145.01,2,Monthly,Medical,Male,29-Oct-1990,Married,6,Agriculture,137,283.43,4,None,EcoCash,Mashonaland_West LXR4166,1,2024-12-15,2025-01-02,2025-02-10,2027-12-18,13291.97,12.69,36,Bi-Weekly,Stock_Purchase,Female,29-Sep-1994,Single,4,NGO,34,,7,None,Bank_Transfer,Harare MRS2780,0,2025-10-18,2025-10-27,2025-11-22,2026-04-25,1752.74,,6,Monthly,Business_Expansion,Female,04-May-2002,,2,Government,35,637.5,1,Guarantor,Cash,Matabeleland_North BGO6644,0,2025-12-02,2025-12-09,2026-01-08,2027-06-02,816.76,89.95,18,Monthly,Stock_Purchase,Male,27-May-1995,Married,5,Healthcare,49,308.09,2,None,Bank_Transfer,Harare SLZ1775,1,2025-07-09,2025-07-17,2025-08-28,2027-01-08,14807.38,95.79,18,Monthly,Business_Expansion,Male,08-May-1975,Divorced,3,Construction,,864.05,1,Savings,Cash,Harare QVU4211,2,2025-04-11,2025-04-22,2025-06-02,2026-10-14,8590.19,12.76,18,Monthly,Livestock,Female,30-Jun-2005,Single,1,Government,45,973.59,1,None,Bank_Transfer,Mashonaland_West ZIF3745,0,2026-01-18,2026-01-30,2026-03-01,2026-07-29,7881.97,104.93,6,Monthly,Business_Expansion,Male,18-Aug-1995,Married,2,Manufacturing,124,816.75,2,Vehicle,EcoCash,Mashonaland_East QVV9581,3,2025-03-18,2025-03-23,2025-04-18,2026-03-18,1841.6,14.42,12,Monthly,Medical,Male,07-Nov-1983,Married,2,Government,85,769.61,3,Guarantor,EcoCash,Masvingo KMW6719,0,2025-05-05,2025-05-13,2025-06-18,2025-08-11,2021.05,14.07,3,Monthly,Business_Expansion,Male,04-Dec-1959,Divorced,4,Informal_Sector,15,278.01,2,Property,Cash,Mashonaland_East BTY6651,2,2025-11-11,2025-11-22,2026-01-02,2027-11-12,5883.63,122.33,24,Monthly,Working_Capital,Male,04-Jan-1984,Divorced,3,Government,44,342.57,0,Property,EcoCash,Masvingo SQJ2079,5,2025-09-02,2025-09-12,2025-10-26,2026-03-11,895.86,158.43,6,Monthly,Funeral,Male,09-Aug-1995,Married,6,Education,111,447.94,4,Vehicle,Cash,Matabeleland_South IJM3039,2,2025-01-24,2025-02-10,2025-03-23,2025-08-09,8008.6,78.52,6,Monthly,Equipment,Female,03-Jun-2005,Single,2,Transport,13,732.99,4,Livestock,EcoCash,Harare QHL6081,5,2025-02-25,2025-03-17,2025-04-28,2025-06-15,1313.03,125.47,3,Weekly,Medical,Male,02-May-1973,Divorced,,Transport,73,643.03,0,Livestock,EcoCash,Masvingo XYY3704,2,2025-10-21,2025-10-25,2025-11-28,2026-10-20,2217.07,105.48,12,Weekly,Equipment,Female,20-Jan-2007,Single,0,Healthcare,7,299.97,0,None,Bank_Transfer,Harare RSD8940,1,2025-01-13,2025-01-29,2025-03-10,2026-07-23,20166.01,10.67,18,Monthly,Working_Capital,Male,14-Nov-1971,Married,4,Construction,93,969.7,0,Vehicle,InnBucks,Harare MWQ9427,1,2025-02-06,2025-02-12,2025-03-12,2027-02-02,5520.07,107.4,24,Monthly,Equipment,Female,24-Jul-1993,Single,,Manufacturing,51,236.71,1,Vehicle,Cash,Mashonaland_Central KDS2281,4,2025-12-29,2026-01-13,2026-02-27,2027-07-07,5913.44,20.27,18,Bi-Weekly,Vehicle,Male,06-Apr-1961,Married,3,Retail_Trade,40,284.81,0,Vehicle,EcoCash,Harare ZGF8036,5,2025-07-11,2025-07-26,2025-08-26,2025-10-24,1517.71,171.98,3,Weekly,Medical,Male,15-Oct-1965,Divorced,,Construction,64,814.15,1,None,EcoCash,Matabeleland_North EIF1456,4,2025-11-18,2025-11-20,2025-12-28,2028-11-04,4755.66,18.2,36,Monthly,Vehicle,Female,12-Sep-1974,Widowed,4,,25,198.16,2,Guarantor,EcoCash,Manicaland GZB1521,3,2026-02-10,2026-02-27,2026-04-06,2027-08-21,1510.83,17.93,18,Monthly,Debt_Consolidation,Female,24-Jul-1982,Married,3,Education,35,487.02,1,Guarantor,EcoCash,Harare POI6224,2,2025-02-12,2025-02-20,2025-03-20,2026-02-15,762.23,77.17,12,Monthly,Working_Capital,Male,22-Jan-1977,Divorced,6,Informal_Sector,10,116.74,0,Livestock,EcoCash,Manicaland OEY3483,0,2026-01-28,2026-02-04,2026-03-16,2027-07-29,952.4,130.87,18,Monthly,Wedding,Male,25-Jul-1997,Single,3,Agriculture,,165.55,4,None,EcoCash,Midlands QNW0395,0,2025-02-27,2025-03-07,2025-04-16,2026-03-02,4309.23,121.4,12,Monthly,Debt_Consolidation,Female,24-Oct-1995,Married,3,Construction,5,1061.39,4,None,Cash,Mashonaland_East FXF9036,1,2025-04-19,2025-04-22,2025-05-18,2026-10-14,2518.76,82.73,18,Bi-Weekly,Business_Expansion,Male,21-Apr-1984,Married,3,Agriculture,31,302.19,0,None,Bank_Transfer,Mashonaland_West ADE6109,0,2025-03-15,2025-04-05,2025-05-01,2025-10-02,569.87,93.83,6,Monthly,Farming_Inputs,Male,12-Jan-1997,Married,1,Informal_Sector,29,161.14,1,None,EcoCash,Harare JCK1521,0,2025-02-18,2025-03-01,2025-04-09,2025-08-28,1892.03,128.14,6,Monthly,Wedding,Female,24-Mar-1985,Divorced,5,NGO,39,525.43,1,,EcoCash,Harare PHH7643,3,2025-05-04,2025-05-09,2025-06-17,2025-11-05,1639.11,18.74,6,Bi-Weekly,Medical,Male,11-Dec-1989,Married,4,Agriculture,97,308.73,2,Property,InnBucks,Mashonaland_West OTG5928,0,2025-01-26,2025-02-04,2025-03-20,2026-01-30,5153.9,17.98,12,Monthly,Funeral,Male,28-Mar-1966,Married,5,Mining,8,729.87,2,Savings,OneMoney,Mashonaland_East XOP7071,0,2025-02-15,2025-03-07,2025-04-08,2025-09-03,3021.0,112.16,6,Monthly,Rent,Male,28-Jan-1983,Married,5,Construction,85,367.53,0,None,Cash,Harare WMK3106,0,2026-01-15,2026-01-22,2026-03-03,2026-07-21,1450.95,15.68,6,Monthly,Home_Improvement,Male,10-Jul-1987,Married,2,Mining,52,544.98,2,None,EcoCash,Mashonaland_East EKA5575,0,2025-08-15,2025-09-03,2025-10-08,2026-03-02,1498.35,106.52,6,Monthly,Livestock,Female,04-Jun-1955,Married,4,,18,315.46,0,Guarantor,Bank_Transfer,Masvingo FVO3531,0,2025-09-01,2025-09-17,2025-10-28,2027-03-11,5159.97,16.22,18,Monthly,Funeral,Male,29-Nov-1954,Divorced,1,Mining,63,1193.75,2,Guarantor,InnBucks,Harare DLN0234,0,2025-06-27,2025-06-30,2025-08-09,2025-12-27,1223.21,132.1,6,Monthly,School_Fees,Female,25-Sep-1962,Married,4,Informal_Sector,5,289.96,1,Savings,Cash,Harare UIY4652,4,2025-02-09,2025-02-22,2025-03-21,2026-02-17,8092.13,15.06,12,Weekly,Vehicle,Male,02-May-1994,Single,3,Agriculture,120,339.5,6,Vehicle,OneMoney,Harare YRY8615,5,2025-04-18,2025-04-19,2025-05-14,2025-06-18,2102.71,16.42,2,Monthly,Medical,Female,31-May-1982,Married,4,Finance,87,1741.5,5,Property,EcoCash,Harare ZDG1261,3,2025-11-30,2025-12-01,2026-01-12,2026-11-26,2885.57,18.92,12,Monthly,Debt_Consolidation,Male,16-Jan-1965,Married,3,Finance,60,844.55,0,Guarantor,InnBucks,Harare AWD2190,0,2026-01-19,2026-01-21,2026-02-21,2028-01-11,1192.56,13.78,24,Monthly,Livestock,Female,24-Jul-1977,Widowed,7,Informal_Sector,5,262.97,2,Guarantor,Cash,Mashonaland_Central KHV6984,0,2025-07-09,2025-07-14,2025-08-12,2027-01-05,2173.56,128.45,18,Monthly,Rent,Female,22-Apr-1997,Single,4,Government,109,522.08,0,None,EcoCash,Mashonaland_East RAD4091,1,2024-12-26,2025-01-01,2025-01-28,2025-12-27,4180.52,12.8,12,Monthly,Business_Expansion,Male,28-Jun-1997,Single,6,Retail_Trade,95,151.18,1,None,Bank_Transfer,Harare IGT1178,0,2025-04-23,2025-04-30,2025-06-01,2025-10-27,856.45,161.99,6,Monthly,Stock_Purchase,Female,14-Oct-1980,Married,,Informal_Sector,4,255.97,2,None,Bank_Transfer,Masvingo FMF0970,1,2025-03-19,2025-03-28,2025-05-06,2028-03-12,16416.47,13.64,36,Monthly,Stock_Purchase,Male,22-Jan-1997,Divorced,1,Retail_Trade,48,703.08,4,Savings,InnBucks,Manicaland MDD3279,1,2025-06-12,2025-06-30,2025-08-04,2026-06-25,10155.9,76.57,12,Monthly,Business_Expansion,Male,30-Dec-1981,Divorced,1,Telecom,130,1121.94,3,Vehicle,Bank_Transfer,Harare FIL0048,1,2025-08-20,2025-09-01,2025-09-27,2026-02-28,5847.07,115.67,6,Monthly,Business_Expansion,Male,27-May-1973,Single,3,Education,87,,2,Livestock,EcoCash,Harare DNX7324,2,2025-06-27,2025-07-14,2025-08-27,2026-04-10,8156.83,119.25,9,Weekly,Farming_Inputs,Female,27-Dec-1996,Married,4,Transport,,752.63,1,None,InnBucks,Bulawayo LLN2770,0,2025-05-23,2025-06-04,2025-07-05,2025-09-02,710.37,155.13,3,Weekly,Vehicle,Female,16-Dec-2002,Single,1,Agriculture,33,199.03,1,Savings,InnBucks,Matabeleland_South QEE6829,1,2025-01-10,2025-01-24,2025-03-07,2028-01-09,2710.74,123.84,36,Monthly,Stock_Purchase,Female,16-Oct-2004,Single,0,Manufacturing,22,287.88,4,Property,OneMoney,Manicaland AJL8427,1,2025-06-22,2025-07-07,2025-08-05,2026-01-03,29727.55,,6,Weekly,Working_Capital,Male,06-Feb-1996,Married,2,Mining,132,1686.49,3,Property,InnBucks,Harare GHH5153,0,2025-07-24,2025-08-12,2025-09-16,2025-11-10,1803.44,16.86,3,Bi-Weekly,Medical,Male,09-Sep-1994,Married,0,Government,61,585.05,3,None,Cash,Masvingo OSM7311,4,2025-05-07,2025-05-08,2025-06-06,2027-04-28,5188.91,18.06,24,Monthly,Home_Improvement,Female,25-Apr-1999,Married,5,NGO,13,511.55,2,Vehicle,InnBucks,Mashonaland_Central BBF2867,3,2025-09-30,2025-10-19,2025-11-19,2026-04-17,3094.69,17.92,6,Monthly,Rent,Female,15-Sep-1995,Single,3,Manufacturing,90,794.59,0,Guarantor,OneMoney,Harare WJA5248,0,2025-02-23,2025-03-11,2025-04-15,2027-03-01,4245.27,19.01,24,Monthly,Farming_Inputs,Female,23-Jun-1976,Divorced,3,Retail_Trade,68,1048.44,2,Guarantor,EcoCash,Harare JFV9029,3,2026-02-04,2026-02-23,2026-03-28,2028-02-13,1043.15,14.29,24,Monthly,Debt_Consolidation,Male,05-Apr-1992,Married,5,Informal_Sector,37,262.29,1,Guarantor,EcoCash,Midlands ONY3338,4,2025-11-03,2025-11-18,2025-12-28,2029-10-28,15957.15,16.93,48,Bi-Weekly,Equipment,Female,14-Dec-1992,Single,4,Manufacturing,13,,1,Vehicle,EcoCash,Bulawayo RYV7167,1,2025-07-04,2025-07-09,2025-08-13,2026-07-04,6890.16,11.66,12,Monthly,Business_Expansion,Male,09-Jun-1985,Divorced,5,Informal_Sector,20,,5,Savings,InnBucks,Matabeleland_South XYK5207,3,2025-06-20,2025-06-23,2025-07-27,2025-12-20,4663.33,17.17,6,Monthly,Personal,Male,01-Nov-1988,Single,1,Mining,49,865.09,0,Guarantor,InnBucks,Bulawayo VQL2467,2,2025-11-09,2025-11-11,2025-12-22,2026-05-10,3737.46,89.53,6,Bi-Weekly,,Male,24-Jan-2000,Single,3,Government,74,928.71,4,Livestock,Bank_Transfer,Bulawayo QTV3905,1,2025-05-01,2025-05-20,2025-06-17,2028-05-04,8431.97,117.51,36,Monthly,Stock_Purchase,Female,14-Jan-1965,Married,4,,114,387.86,4,Property,EcoCash,Masvingo ZXC9568,0,2025-06-04,2025-06-15,2025-07-12,2026-12-07,283.71,104.46,18,Bi-Weekly,Equipment,Female,05-Oct-1961,Divorced,6,Agriculture,140,99.59,1,Savings,Cash,Mashonaland_West XVZ4297,3,2025-02-25,2025-03-02,2025-04-12,2026-02-25,1522.93,16.15,12,Monthly,Debt_Consolidation,Female,01-Aug-1997,Married,4,Manufacturing,17,,3,Guarantor,OneMoney,Harare TLF4772,3,2025-11-29,2025-12-06,2026-01-01,2026-12-01,2623.29,14.44,12,Weekly,School_Fees,Male,02-Jun-1997,Married,1,Mining,,925.31,0,None,OneMoney,Manicaland VXS3827,0,2025-05-20,2025-06-05,2025-07-15,2026-05-31,2493.89,128.8,12,Monthly,Funeral,Male,08-Sep-1978,Married,2,Education,122,,0,None,EcoCash,Midlands VKZ6866,2,2025-05-13,2025-05-16,2025-06-20,2025-11-12,15182.9,98.19,6,Monthly,Livestock,Male,11-Jun-1981,Widowed,7,Government,78,846.46,2,Property,EcoCash,Midlands IHT0941,3,2025-12-09,2025-12-28,2026-02-02,2027-12-18,209.58,16.88,24,Monthly,Debt_Consolidation,Female,09-Aug-1974,Married,0,Agriculture,54,59.23,2,None,EcoCash,Harare GSQ7558,3,2025-07-30,2025-08-13,2025-09-08,2027-02-04,2862.58,95.65,18,Monthly,Medical,Male,03-Jun-1972,Divorced,3,Healthcare,,1167.38,1,None,Cash,Harare USE8246,4,2025-09-10,2025-09-18,2025-10-28,2028-09-02,7254.84,18.16,36,Monthly,Vehicle,Male,21-Nov-1973,Single,3,Manufacturing,131,309.74,0,Livestock,EcoCash,Midlands OUK4608,0,2025-08-25,2025-09-02,2025-10-11,2027-02-24,884.41,17.62,18,Weekly,Livestock,Male,06-Dec-1965,Divorced,0,Construction,101,372.29,0,None,Bank_Transfer,Mashonaland_East YYY2709,0,2025-10-01,2025-10-17,2025-11-28,2027-10-07,1711.27,13.91,24,Monthly,Livestock,Female,14-Dec-1969,Married,8,Mining,171,515.04,0,Guarantor,Bank_Transfer,Harare YIV4482,4,2025-05-28,2025-06-14,2025-07-23,2026-12-06,3499.1,67.0,18,Monthly,Home_Improvement,Male,13-May-1969,Married,,Informal_Sector,9,124.29,0,None,Bank_Transfer,Harare KUF8780,0,2025-02-16,2025-03-04,2025-03-28,2026-02-27,1085.08,99.22,12,Monthly,Personal,Female,22-Sep-1999,Divorced,0,Agriculture,,140.57,1,Property,Cash,Midlands JIG2780,0,2025-06-13,2025-06-24,2025-07-22,2027-06-14,855.75,147.87,24,Monthly,Livestock,Male,13-Jun-1980,,4,Construction,39,384.61,2,None,EcoCash,Mashonaland_East KFC7566,5,2025-08-01,2025-08-08,2025-09-19,2025-11-06,626.69,142.4,3,Weekly,Funeral,Male,16-Jul-1969,Divorced,1,Education,50,349.82,2,,EcoCash,Masvingo IVC8672,1,2026-01-19,2026-02-06,2026-03-06,2029-01-21,807.69,116.14,36,Monthly,Stock_Purchase,Male,28-Apr-1999,Married,5,Informal_Sector,33,74.46,4,Vehicle,Cash,Matabeleland_South URG7195,0,2025-01-07,2025-01-26,2025-02-28,2025-04-26,5977.02,15.28,3,Monthly,Business_Expansion,Female,20-May-1982,Divorced,2,Finance,42,,0,Livestock,EcoCash,Matabeleland_South LEY1887,1,2025-12-14,2025-12-17,2026-01-28,2026-06-15,1936.23,146.96,6,Monthly,Equipment,Male,05-Jun-1987,Single,2,Government,53,396.92,1,Guarantor,EcoCash,Mashonaland_Central MTO8300,2,2025-05-12,2025-05-31,2025-06-28,2026-11-22,971.37,113.64,18,Monthly,Farming_Inputs,Female,19-Nov-1963,Widowed,4,Agriculture,87,205.96,0,Property,EcoCash,Harare NOY3485,4,2026-01-12,2026-02-02,2026-03-19,2029-01-17,21474.78,19.67,36,Monthly,Vehicle,Male,27-Jan-1991,Widowed,4,Telecom,109,806.54,3,Property,EcoCash,Mashonaland_Central DWK1635,2,2026-01-27,2026-02-10,2026-03-12,2027-02-05,9410.0,76.84,12,Monthly,Working_Capital,Male,01-Apr-1972,Married,5,Retail_Trade,63,812.05,2,None,Cash,Mashonaland_East VWI8259,0,2025-04-30,2025-05-01,2025-06-03,2027-04-21,2271.58,94.22,24,Monthly,Equipment,Female,19-Jun-1983,Married,1,Agriculture,93,395.76,6,Savings,Cash,Manicaland TVC6021,0,2025-01-22,2025-02-11,2025-03-21,2026-02-06,5318.98,138.11,12,Monthly,Funeral,Female,02-Jul-1980,Divorced,4,Transport,123,846.78,1,None,EcoCash,Mashonaland_Central RZS4121,4,2025-11-06,2025-11-08,2025-12-18,2028-10-23,12549.07,16.86,36,Monthly,Equipment,Male,15-Apr-1990,Married,4,Informal_Sector,20,505.71,6,Savings,InnBucks,Harare MDP9088,0,2025-10-08,2025-10-16,2025-11-11,2026-10-11,552.04,114.3,12,Bi-Weekly,Farming_Inputs,Male,04-Feb-1986,Married,3,Transport,38,209.73,0,None,EcoCash,Masvingo IDD8680,1,2025-01-13,2025-01-19,2025-02-23,2026-01-14,13934.63,,12,Monthly,Working_Capital,Male,30-Mar-2004,Single,0,Informal_Sector,8,507.89,0,Vehicle,Bank_Transfer,Bulawayo CJJ0067,1,2025-02-03,2025-02-04,2025-03-09,2028-01-20,8021.45,89.78,36,Monthly,Working_Capital,Male,17-Apr-1994,Single,1,Manufacturing,26,566.41,1,Property,Bank_Transfer,Mashonaland_East HXQ3855,0,2025-01-08,2025-01-22,2025-02-28,2025-07-21,903.45,110.31,6,Monthly,Working_Capital,Male,12-Dec-1976,Divorced,5,Agriculture,169,130.09,2,None,EcoCash,Harare ARR3600,1,2025-06-20,2025-06-26,2025-07-27,2026-06-21,4315.96,13.82,12,Monthly,Stock_Purchase,Male,16-Jul-1965,Married,5,Government,105,426.95,1,Vehicle,Cash,Bulawayo HDG9113,5,2025-07-13,2025-07-27,2025-08-21,2025-08-26,416.0,183.23,1,Weekly,Rent,Male,15-Apr-1995,Married,2,Informal_Sector,41,356.33,1,None,EcoCash,Midlands EXP2649,2,2025-09-24,2025-10-04,2025-11-01,2027-09-24,19368.82,101.45,24,Monthly,Livestock,Female,05-Aug-2004,Married,2,Finance,12,1846.11,0,Guarantor,EcoCash,Mashonaland_East COM1513,0,2025-11-06,2025-11-15,2025-12-15,2026-11-10,3950.57,132.55,12,Monthly,Rent,Male,06-Mar-1983,Married,3,,86,649.08,1,Savings,Bank_Transfer,Harare BSI6025,0,2024-12-23,2025-01-01,2025-02-07,2025-04-01,2509.84,155.41,3,Monthly,Vehicle,Female,28-Mar-1971,Married,3,Government,43,515.15,5,Savings,InnBucks,Harare QTF2549,3,2026-01-29,2026-02-15,2026-03-25,2027-02-10,987.99,81.01,12,Monthly,,Male,20-Jan-1997,Single,3,Retail_Trade,52,299.43,0,None,Cash,Masvingo DEA4939,3,2025-03-28,2025-04-01,2025-05-08,2026-03-27,787.97,15.6,12,Monthly,Medical,Male,04-Feb-1963,Married,,Agriculture,24,314.66,0,Guarantor,Cash,Midlands MEY5478,2,2025-10-20,2025-11-09,2025-12-09,2026-05-08,11561.74,85.28,6,Bi-Weekly,Livestock,Female,01-Feb-1984,Married,3,NGO,95,864.01,4,Vehicle,InnBucks,Masvingo WFN3819,0,2025-12-11,2025-12-16,2026-01-22,2026-06-14,1959.71,16.4,6,Monthly,Rent,Female,20-Dec-2002,Single,0,Informal_Sector,38,482.67,6,Guarantor,Cash,Manicaland DLE7102,0,2025-07-24,2025-07-25,2025-08-24,2027-07-15,3431.95,136.54,24,Monthly,Personal,Male,12-Oct-1972,Divorced,5,Finance,59,664.35,1,Savings,OneMoney,Masvingo SVZ7837,2,2025-04-12,2025-05-03,2025-06-13,2026-10-25,4098.6,112.27,18,Monthly,Farming_Inputs,Female,22-Feb-1989,Single,0,Government,142,449.14,1,Guarantor,Bank_Transfer,Mashonaland_East JPG9474,4,2025-05-23,2025-06-03,2025-07-09,2026-11-25,6729.22,89.24,18,Weekly,Home_Improvement,Female,16-Nov-1998,Married,2,Informal_Sector,29,318.21,0,Savings,Cash,Harare PST1973,2,2025-01-31,2025-02-21,2025-04-03,2025-11-18,7487.49,100.66,9,Monthly,Equipment,Male,23-May-1956,Divorced,,Education,60,519.1,2,Property,EcoCash,Harare VLA2925,3,2025-01-14,2025-01-21,2025-02-23,2026-01-16,785.89,87.68,12,Monthly,Medical,Male,25-Dec-1988,Single,3,Agriculture,,208.91,1,None,Bank_Transfer,Harare GFQ6921,0,2025-03-16,2025-03-29,2025-05-09,2026-09-20,1938.1,124.81,18,Monthly,Debt_Consolidation,Male,28-Nov-1979,Married,4,Agriculture,41,,4,None,EcoCash,Harare SVQ3659,1,2025-02-13,2025-02-27,2025-03-28,2025-08-26,14712.63,14.39,6,Monthly,Equipment,,11-Sep-1986,Single,2,Construction,,681.43,2,None,EcoCash,Mashonaland_Central HFJ5560,0,2025-03-08,2025-03-29,2025-04-28,2025-09-25,2327.69,156.69,6,Monthly,School_Fees,,01-Dec-1978,Married,4,Retail_Trade,51,1011.28,0,Vehicle,Bank_Transfer,Manicaland TJO9482,0,2025-01-27,2025-02-10,2025-03-27,2026-08-04,751.56,18.07,18,Monthly,Stock_Purchase,Male,16-May-1994,Married,4,Agriculture,143,322.96,1,None,InnBucks,Harare KEF1283,3,2025-08-22,2025-09-02,2025-10-11,2026-08-28,1462.7,12.99,12,Monthly,Debt_Consolidation,Male,27-Dec-1976,Married,4,Agriculture,111,432.27,2,Livestock,InnBucks,Mashonaland_West XPE5334,0,2025-09-25,2025-09-29,2025-11-04,2027-03-23,3949.43,123.69,18,Monthly,Personal,Male,14-Dec-1984,Widowed,0,Retail_Trade,65,683.6,2,Livestock,Bank_Transfer,Mashonaland_West XDD4731,4,2025-07-14,2025-07-24,2025-08-20,2029-07-03,1267.6,14.79,48,Monthly,Vehicle,Female,13-Feb-2004,Married,0,Agriculture,,56.94,2,None,EcoCash,Manicaland DTC7666,0,2025-08-30,2025-09-16,2025-10-28,2025-12-15,1071.05,13.71,3,Monthly,Debt_Consolidation,Female,13-Aug-1990,Married,2,Manufacturing,57,627.44,4,Vehicle,Cash,Manicaland MAV8739,1,2025-12-21,2025-12-27,2026-02-10,2028-12-11,4449.51,126.63,36,Monthly,Business_Expansion,Male,20-Aug-1990,Married,1,Construction,63,461.5,1,None,Bank_Transfer,Manicaland GCG0006,0,2025-06-21,2025-07-01,2025-07-27,2026-12-23,1351.84,148.58,18,Bi-Weekly,Medical,Female,29-Jul-1974,Divorced,3,Transport,118,337.96,0,Vehicle,EcoCash,Mashonaland_West EDJ2014,2,2025-12-20,2026-01-04,2026-02-15,2026-07-03,14642.85,107.58,6,Monthly,Farming_Inputs,Male,03-Jul-1995,Married,1,Construction,35,732.93,0,Livestock,EcoCash,Mashonaland_West EPX8664,0,2025-04-07,2025-04-22,2025-05-26,2026-10-14,2685.09,137.33,18,Monthly,Business_Expansion,Male,05-Jun-1983,Divorced,1,Retail_Trade,108,691.12,0,Savings,Cash,Mashonaland_Central POW6716,0,2025-07-03,2025-07-17,2025-08-26,2026-01-13,1135.16,144.04,6,Monthly,Funeral,Female,06-Feb-1994,Single,2,Manufacturing,112,344.27,1,None,Cash,Mashonaland_Central KAZ2977,1,2025-10-31,2025-11-15,2025-12-28,2026-11-10,4450.89,16.5,12,Monthly,Working_Capital,Male,19-Jan-1974,Single,5,Informal_Sector,2,459.38,7,Savings,EcoCash,Mashonaland_Central XCX8052,3,2025-07-30,2025-08-12,2025-09-11,2026-02-08,577.59,17.93,6,Monthly,Personal,Male,04-Dec-1993,Single,2,Transport,76,329.09,4,Guarantor,Bank_Transfer,Matabeleland_South ZNV2307,4,2025-06-28,2025-07-04,2025-08-12,2027-06-24,17734.31,17.73,24,Monthly,Vehicle,Male,15-Jan-2000,Married,0,Retail_Trade,,561.46,0,None,Cash,Matabeleland_North TCG4082,1,2025-01-17,2025-01-29,2025-03-10,2028-01-14,12036.22,100.11,36,Monthly,Business_Expansion,Female,20-Sep-1969,Divorced,2,Finance,55,1480.4,1,Property,Bank_Transfer,Harare NLD4865,1,2025-08-07,2025-08-26,2025-10-09,2028-08-10,4730.8,98.78,36,Monthly,Working_Capital,Male,25-Jan-1998,Divorced,3,Transport,86,403.66,3,Vehicle,EcoCash,Manicaland DRT1162,0,2025-07-27,2025-07-31,2025-09-11,2026-01-27,3474.28,16.72,6,Monthly,Debt_Consolidation,Female,09-Jun-1981,Married,3,,104,931.82,1,Property,InnBucks,Mashonaland_West NYV8017,1,2025-08-01,2025-08-03,2025-09-15,2026-07-29,13539.79,137.94,12,Monthly,Working_Capital,Male,01-Aug-1998,Divorced,5,Informal_Sector,17,557.66,3,Livestock,Bank_Transfer,Harare YVO0721,2,2025-04-12,2025-04-27,2025-05-26,2026-10-19,1495.93,64.38,18,Bi-Weekly,Livestock,Male,19-Oct-1994,Single,3,Informal_Sector,11,115.35,4,,InnBucks,Mashonaland_West MMN3031,3,2026-02-20,2026-02-23,2026-03-24,2027-02-18,4775.3,13.96,12,Monthly,Debt_Consolidation,Male,17-Sep-1975,Married,4,Retail_Trade,23,916.33,4,None,Cash,Bulawayo KFS4774,3,2025-07-28,2025-08-06,2025-09-18,2027-01-28,1158.68,18.82,18,Monthly,School_Fees,Female,03-Nov-1979,Divorced,5,Retail_Trade,33,297.35,3,None,Cash,Harare CCW9949,0,2025-07-01,2025-07-17,2025-08-24,2026-07-12,2940.36,14.72,12,Monthly,Working_Capital,Female,19-Apr-1988,Married,,Education,82,521.56,0,Savings,OneMoney,Manicaland QZZ4039,3,2025-11-30,2025-12-15,2026-01-26,2027-06-08,1215.87,14.38,18,Monthly,Medical,Female,20-Sep-1993,Divorced,3,Retail_Trade,38,406.08,0,Savings,Bank_Transfer,Harare NKY0219,0,2025-07-07,2025-07-28,2025-08-28,2026-07-23,8389.76,14.94,12,Monthly,Stock_Purchase,Female,20-Feb-1995,Married,,Mining,43,941.59,0,Property,EcoCash,Manicaland JHT0528,3,2025-05-30,2025-06-19,2025-07-28,2027-06-09,1599.15,17.97,24,Monthly,Rent,Female,01-Feb-1964,Married,3,Government,144,514.34,2,Savings,EcoCash,Harare KVQ0049,2,2025-02-09,2025-02-19,2025-03-28,2025-11-16,6477.0,88.88,9,Monthly,Farming_Inputs,Male,23-Aug-1995,Married,,Telecom,68,985.53,1,Guarantor,Cash,Matabeleland_North OHY5260,1,2025-03-27,2025-03-31,2025-05-14,2026-03-26,9240.68,129.98,12,Monthly,Stock_Purchase,Male,24-Mar-1966,Married,,Construction,,394.25,3,Property,EcoCash,Manicaland MOV3618,2,2025-01-02,2025-01-06,2025-02-15,2025-07-05,3095.29,100.43,6,Bi-Weekly,Working_Capital,Male,24-Aug-1988,Married,4,Informal_Sector,,304.58,3,Property,OneMoney,Bulawayo MUN1785,3,2025-12-10,2025-12-21,2026-01-25,2027-12-11,1162.01,14.38,24,Monthly,Medical,Male,24-Mar-1987,Single,1,Agriculture,15,,1,None,Cash,Mashonaland_East IES0974,5,2025-04-15,2025-05-02,2025-06-05,2025-10-29,143.86,114.28,6,Monthly,Medical,Male,18-May-1993,Married,2,Informal_Sector,21,168.16,0,Livestock,Bank_Transfer,Midlands FJL0266,2,2025-10-19,2025-11-05,2025-12-01,2026-05-04,6834.75,121.2,6,Monthly,Farming_Inputs,Female,05-Dec-1992,Married,0,Informal_Sector,10,429.32,2,Property,EcoCash,Harare OQD2211,0,2025-12-19,2025-12-25,2026-01-28,2026-06-23,952.32,85.28,6,Monthly,Home_Improvement,Female,24-Nov-1964,Married,5,Informal_Sector,32,152.59,1,None,EcoCash,Matabeleland_North OMC7899,2,2025-03-07,2025-03-18,2025-04-26,2026-03-13,3360.11,71.57,12,Monthly,Working_Capital,Male,06-Aug-1972,Married,4,Finance,74,887.18,3,Savings,EcoCash,Harare EHN2289,4,2025-10-03,2025-10-19,2025-11-28,2028-10-03,13718.34,16.33,36,Monthly,Equipment,Male,14-Sep-1985,Married,5,Manufacturing,134,621.25,3,Property,Bank_Transfer,Matabeleland_South YBO3438,2,2025-07-15,2025-07-21,2025-08-27,2026-01-17,13457.68,93.51,6,Monthly,Equipment,Male,20-Jan-1984,Married,5,Finance,58,851.44,3,None,EcoCash,Harare XGC6121,2,2025-12-23,2026-01-04,2026-02-14,2026-12-30,2225.33,13.72,12,Monthly,Farming_Inputs,Male,18-Sep-1980,Divorced,2,Transport,72,296.97,6,Livestock,EcoCash,Mashonaland_West KLZ8117,2,2025-09-22,2025-09-26,2025-10-28,2027-03-20,9683.37,107.48,18,Monthly,Farming_Inputs,Male,31-Jan-2007,Married,2,Government,10,808.28,5,Livestock,Bank_Transfer,Bulawayo QZV3301,3,2026-01-18,2026-02-05,2026-03-04,2026-08-04,3873.63,12.27,6,Monthly,Rent,Male,31-Jul-1994,Married,0,Manufacturing,13,866.25,5,Guarantor,InnBucks,Bulawayo KAB4183,0,2025-10-14,2025-10-16,2025-11-28,2026-04-14,2612.27,15.41,6,Bi-Weekly,School_Fees,Male,15-Dec-1997,Single,2,Transport,,469.57,0,None,Cash,Harare MJU7092,1,2025-02-19,2025-03-10,2025-04-20,2026-03-05,2573.75,91.47,12,Monthly,Equipment,Female,01-Aug-2000,Married,3,Healthcare,19,421.1,6,Savings,Bank_Transfer,Harare SIG4960,0,2026-02-10,2026-02-11,2026-03-18,2026-08-10,4212.35,17.97,6,Monthly,Vehicle,Male,30-Jul-1992,Single,3,Education,113,527.17,0,Guarantor,Bank_Transfer,Bulawayo QLK5702,1,2025-07-03,2025-07-24,2025-09-01,2027-07-14,9726.41,107.64,24,Monthly,Stock_Purchase,Female,02-Dec-1996,Single,4,Construction,35,711.4,0,Savings,EcoCash,Harare WPI6483,0,2025-12-16,2025-12-18,2026-01-20,2026-03-18,4085.83,168.97,3,Monthly,Equipment,Male,09-May-2004,Single,0,Finance,13,533.16,0,,Cash,Harare ZUH8446,0,2025-06-29,2025-07-12,2025-08-08,2027-01-03,673.1,115.3,18,Monthly,Personal,Female,14-Oct-1991,Divorced,2,Agriculture,25,160.18,0,None,EcoCash,Manicaland PPJ5717,2,2025-05-05,2025-05-13,2025-06-24,2026-05-08,5883.01,130.85,12,Monthly,Livestock,Male,10-Jan-1972,Married,3,,85,,2,Guarantor,EcoCash,Bulawayo MAL4596,3,2025-06-09,2025-06-13,2025-07-12,2026-06-08,158.36,13.02,12,Bi-Weekly,Rent,Female,24-Aug-1982,Divorced,,Agriculture,137,95.88,0,Guarantor,Cash,Mashonaland_Central OWN8577,3,2025-03-24,2025-03-28,2025-05-11,2026-09-19,1826.39,15.23,18,Monthly,Personal,Male,12-Dec-1960,Married,3,,18,965.2,0,None,EcoCash,Masvingo OSN2565,0,2025-04-21,2025-04-22,2025-05-26,2027-04-12,2639.9,17.97,24,Monthly,Vehicle,Male,10-Oct-1963,Married,7,Finance,116,572.29,0,None,EcoCash,Bulawayo FGV2111,3,2025-08-26,2025-09-13,2025-10-28,2027-03-07,6611.94,15.69,18,Monthly,Personal,Female,12-Apr-1982,Divorced,1,Mining,60,1519.11,2,None,EcoCash,Bulawayo XYO9485,5,2025-05-24,2025-06-08,2025-07-03,2025-07-08,1151.27,125.24,1,Monthly,Rent,Female,14-Jan-1976,Married,4,Construction,22,493.64,4,Livestock,EcoCash,Matabeleland_North CEJ0840,1,2026-01-12,2026-01-27,2026-03-12,2026-07-26,5999.6,14.42,6,Monthly,Business_Expansion,Female,20-Apr-1991,Married,4,Agriculture,54,386.43,6,Vehicle,InnBucks,Matabeleland_North BMZ8322,1,2025-10-23,2025-10-30,2025-11-28,2028-10-14,14672.78,98.86,36,Monthly,Stock_Purchase,Male,12-Sep-1971,Married,5,Government,,748.17,2,Property,Bank_Transfer,Harare BGS4330,0,2025-01-11,2025-01-17,2025-02-14,2025-07-16,1089.98,163.95,6,Weekly,Business_Expansion,Female,08-May-2002,Married,3,Retail_Trade,12,198.79,2,None,OneMoney,Mashonaland_West JEI1597,5,2025-04-23,2025-05-01,2025-06-10,2025-07-30,1213.09,157.37,3,Monthly,Rent,Female,03-Oct-1959,Married,2,Retail_Trade,,572.71,3,Livestock,InnBucks,Matabeleland_South ZXQ3606,2,2025-07-11,2025-07-12,2025-08-09,2027-01-03,5854.19,115.07,18,Monthly,Working_Capital,Male,13-Sep-2003,Single,1,Healthcare,16,473.3,0,Guarantor,EcoCash,Midlands QZD2155,4,2025-10-18,2025-11-06,2025-12-07,2027-04-30,4946.25,16.53,18,Monthly,Vehicle,Male,20-Nov-1998,Married,3,Agriculture,14,,2,None,EcoCash,Midlands ZBT7709,3,2026-01-07,2026-01-12,2026-02-13,2026-07-11,1264.83,13.98,6,Weekly,Debt_Consolidation,Male,19-Sep-1995,Married,5,Government,107,,2,None,EcoCash,Mashonaland_West QYV6318,0,2025-09-17,2025-09-20,2025-10-16,2026-03-19,1060.78,18.47,6,Monthly,,Male,09-Sep-1969,Married,1,Agriculture,104,280.27,1,None,EcoCash,Mashonaland_West XDO7573,0,2025-11-13,2025-11-28,2025-12-25,2026-11-23,884.36,127.85,12,Bi-Weekly,Medical,Female,02-Apr-1991,Married,0,Retail_Trade,21,661.96,5,Vehicle,OneMoney,Midlands HPM7246,3,2025-01-06,2025-01-21,2025-02-17,2026-01-16,1232.26,14.13,12,Monthly,School_Fees,Male,20-Nov-1989,Widowed,5,Agriculture,16,351.19,2,None,InnBucks,Manicaland CYG6666,0,2025-01-19,2025-01-21,2025-02-26,2027-01-11,1229.86,19.47,24,Bi-Weekly,Business_Expansion,,31-Jan-1989,Married,0,Agriculture,20,278.91,0,Savings,EcoCash,Harare AVE8214,2,2026-02-16,2026-02-17,2026-03-14,2028-02-07,2668.49,87.43,24,Monthly,Equipment,Female,06-Jul-1997,Single,5,Government,59,,2,,EcoCash,Manicaland AFZ8966,4,2025-04-15,2025-04-16,2025-05-16,2026-04-11,8524.16,21.78,12,Monthly,Vehicle,Female,20-Mar-1983,Married,5,Education,88,570.98,0,Vehicle,Bank_Transfer,Manicaland FOD9580,1,2025-02-06,2025-02-12,2025-03-15,2026-02-07,5751.05,15.44,12,Monthly,Equipment,Female,14-Nov-1996,Single,1,Education,25,551.02,2,Guarantor,EcoCash,Mashonaland_West AXA4301,1,2026-01-08,2026-01-18,2026-02-14,2027-01-13,38463.77,116.48,12,Monthly,Business_Expansion,Male,28-Mar-1969,Married,2,Mining,82,1835.51,4,Property,Bank_Transfer,Bulawayo EKA3091,1,2025-10-02,2025-10-13,2025-11-13,2027-10-03,1567.47,109.21,24,Monthly,Business_Expansion,Female,22-Aug-1993,Married,5,Agriculture,56,161.67,0,Guarantor,Cash,Mashonaland_Central XCJ5568,1,2025-02-06,2025-02-22,2025-03-20,2026-02-17,8901.5,14.49,12,Bi-Weekly,Working_Capital,Male,15-Jul-1974,Widowed,,Retail_Trade,72,587.56,3,Property,Bank_Transfer,Manicaland WND2059,0,2025-07-05,2025-07-19,2025-08-26,2027-07-09,1143.01,92.83,24,Weekly,Stock_Purchase,Female,06-Jul-1982,Married,6,Agriculture,35,151.91,0,Vehicle,EcoCash,Mashonaland_Central SWK2288,3,2025-08-16,2025-09-02,2025-10-17,2026-08-28,543.68,15.61,12,Monthly,School_Fees,Female,10-Feb-1975,Married,4,Retail_Trade,100,268.15,3,Savings,EcoCash,Bulawayo IWZ2880,1,2026-01-20,2026-02-01,2026-03-18,2028-01-22,1591.08,101.91,24,Monthly,Equipment,,26-Jan-1994,Married,,Government,41,338.31,5,Savings,Bank_Transfer,Mashonaland_West PIT5158,2,2025-04-12,2025-04-14,2025-05-21,2025-10-11,2844.47,106.44,6,Monthly,Livestock,Male,18-Jul-1968,Single,4,Education,113,298.29,1,None,InnBucks,Harare MKF9945,1,2025-04-24,2025-05-09,2025-06-10,2025-11-05,5662.09,84.0,6,Bi-Weekly,Stock_Purchase,Female,29-Jul-1969,Divorced,4,Education,8,836.36,1,Vehicle,Cash,Harare ZCG1930,2,2025-07-30,2025-08-01,2025-09-04,2026-01-28,6886.02,93.2,6,Monthly,Livestock,Female,29-Apr-1997,Married,3,Retail_Trade,65,512.54,4,Savings,Cash,Harare JZL2900,5,2025-02-04,2025-02-11,2025-03-23,2025-05-12,2315.37,22.55,3,Monthly,Funeral,Male,05-Sep-2002,Single,2,Mining,6,974.74,1,Guarantor,OneMoney,Harare GSG6048,4,2025-08-09,2025-08-12,2025-09-06,2027-02-03,15499.96,20.51,18,Bi-Weekly,Equipment,Male,08-Jan-1970,Widowed,5,Government,143,632.07,3,None,Bank_Transfer,Harare NVU5467,5,2025-08-23,2025-08-31,2025-10-04,2025-11-29,1062.56,17.01,3,Monthly,Medical,Male,08-Jun-1977,Single,3,Construction,44,908.4,0,Savings,OneMoney,Bulawayo HKW8901,1,2026-01-09,2026-01-20,2026-02-21,2027-01-15,6931.66,79.81,12,Monthly,Business_Expansion,Male,11-Aug-1981,Married,5,Education,44,359.34,3,Property,Cash,Manicaland UHC9744,1,2025-04-16,2025-04-27,2025-05-28,2026-10-19,4276.45,131.23,18,Monthly,Equipment,Male,20-Oct-2005,Divorced,1,Manufacturing,,363.94,1,,EcoCash,Mashonaland_East RLU9682,1,2025-09-03,2025-09-07,2025-10-07,2027-08-28,2916.15,113.81,24,Monthly,Business_Expansion,Female,10-Sep-2002,Single,0,Education,15,401.58,2,None,OneMoney,Mashonaland_Central OIA1294,2,2025-04-09,2025-04-10,2025-05-13,2027-03-31,6724.72,94.07,24,Monthly,Farming_Inputs,Female,23-May-1982,Divorced,1,Construction,23,641.5,1,Livestock,Bank_Transfer,Mashonaland_East SZE3233,1,2025-10-31,2025-11-19,2025-12-14,2026-11-14,9900.81,143.64,12,Monthly,,Male,25-Sep-2004,Divorced,2,Informal_Sector,25,545.06,2,Livestock,EcoCash,Bulawayo IRU4838,3,2024-12-20,2025-01-02,2025-02-16,2025-12-28,2022.74,18.53,12,Weekly,Personal,Male,15-Sep-1966,Married,2,Retail_Trade,36,657.99,2,Guarantor,OneMoney,Harare JES1785,0,2026-02-07,2026-02-24,2026-03-28,2026-08-23,2087.25,117.61,6,Monthly,Rent,Male,23-Dec-2005,Single,2,Mining,21,,0,Livestock,EcoCash,Harare UCY6561,2,2025-05-22,2025-06-07,2025-07-17,2027-05-28,2570.14,64.25,24,Monthly,Farming_Inputs,Male,17-May-1969,Divorced,4,Healthcare,23,705.02,1,Guarantor,Bank_Transfer,Matabeleland_North OTB5118,2,2025-02-19,2025-03-05,2025-04-10,2026-08-27,8953.82,,18,Monthly,Equipment,Male,28-Aug-1962,Married,2,Government,85,742.09,5,Property,OneMoney,Matabeleland_South JCN9706,0,2025-02-11,2025-03-03,2025-03-28,2026-02-26,1540.01,17.12,12,Monthly,Equipment,Male,23-Mar-1982,Widowed,6,Informal_Sector,13,264.2,2,None,Cash,Mashonaland_Central IOH5588,5,2026-01-23,2026-01-24,2026-03-08,2026-04-24,989.97,130.36,3,Monthly,Medical,Female,07-Jan-1972,Married,,Retail_Trade,99,542.24,2,Savings,OneMoney,Harare QOW4543,1,2026-01-19,2026-02-02,2026-03-19,2028-01-23,45993.91,13.9,24,Weekly,Business_Expansion,Male,25-Mar-1956,Divorced,3,Telecom,54,1739.32,3,Guarantor,OneMoney,Mashonaland_Central UHK7473,1,2025-01-05,2025-01-16,2025-02-25,2026-01-11,5643.89,101.57,12,Monthly,Business_Expansion,Male,10-Sep-1971,Married,7,Informal_Sector,,342.32,3,Savings,Bank_Transfer,Bulawayo BDH3448,1,2025-08-06,2025-08-16,2025-09-13,2027-02-07,6131.48,14.79,18,Monthly,Working_Capital,Female,25-Aug-1970,Single,2,Transport,47,593.24,0,None,EcoCash,Masvingo PXM1687,1,2025-10-28,2025-11-04,2025-12-08,2026-10-30,9216.24,14.28,12,Monthly,Equipment,Female,05-Jan-1998,Single,3,Retail_Trade,90,756.29,0,Guarantor,EcoCash,Masvingo FPU4247,1,2025-03-21,2025-04-07,2025-05-02,2026-09-29,2619.45,106.45,18,Monthly,Business_Expansion,Male,24-Mar-1984,Married,4,Construction,62,308.8,0,Livestock,InnBucks,Harare AOX3969,0,2025-08-03,2025-08-04,2025-09-09,2026-01-31,678.85,75.42,6,Monthly,Rent,Male,26-Oct-1976,Widowed,1,Agriculture,18,194.67,0,Savings,Cash,Manicaland MGM4489,1,2025-11-26,2025-12-15,2026-01-19,2026-06-13,4429.18,14.22,6,Weekly,Equipment,Male,30-Jul-1998,Married,0,Agriculture,89,183.1,2,None,Bank_Transfer,Mashonaland_West NSJ5694,4,2025-01-25,2025-02-15,2025-03-28,2028-01-31,6336.37,109.85,36,Monthly,Vehicle,Female,30-May-1990,Married,,Healthcare,154,365.5,4,Vehicle,InnBucks,Manicaland KHY5361,0,2025-01-22,2025-01-27,2025-02-22,2025-07-26,1733.29,14.66,6,Bi-Weekly,Vehicle,Male,29-Nov-1993,Single,3,Mining,128,387.5,4,Property,EcoCash,Midlands IDE2014,2,2026-01-05,2026-01-23,2026-02-26,2027-01-18,507.01,133.89,12,Weekly,Livestock,Female,03-Sep-1993,Divorced,5,Informal_Sector,51,,0,Livestock,Bank_Transfer,Bulawayo CLG4527,3,2025-05-19,2025-05-31,2025-07-01,2027-05-21,737.21,19.18,24,Bi-Weekly,Medical,Female,03-May-1993,Married,4,Education,41,559.37,1,Guarantor,Bank_Transfer,Midlands PAE0187,2,2025-06-25,2025-06-28,2025-08-02,2026-06-23,8973.15,13.25,12,Monthly,,Female,10-Jan-1997,Married,2,Retail_Trade,60,934.69,3,None,OneMoney,Harare TZX0712,1,2025-11-07,2025-11-09,2025-12-04,2026-05-08,14612.08,11.0,6,Monthly,Business_Expansion,Male,06-May-1968,Widowed,2,NGO,50,1221.58,4,None,Cash,Matabeleland_South MSI7288,0,2025-12-05,2025-12-12,2026-01-15,2027-06-05,1800.03,132.98,18,Monthly,Business_Expansion,Male,21-Jul-1995,Married,,Manufacturing,25,323.78,0,None,OneMoney,Manicaland OPH1133,5,2025-09-11,2025-09-18,2025-10-28,2025-12-17,437.8,139.18,3,Monthly,Personal,Female,23-Aug-1993,,5,Agriculture,41,237.59,5,Savings,Bank_Transfer,Mashonaland_West GIW1153,5,2025-10-27,2025-11-13,2025-12-12,2026-02-11,1316.68,160.99,3,Weekly,Medical,Female,08-Mar-1988,Married,2,Retail_Trade,40,495.47,1,None,InnBucks,Harare PNL8766,1,2025-10-30,2025-11-16,2025-12-25,2027-11-06,2776.92,13.01,24,Monthly,Working_Capital,Male,03-Feb-1979,Married,2,Education,68,324.11,2,Property,Bank_Transfer,Harare RJE9943,3,2026-01-25,2026-02-09,2026-03-20,2027-08-03,1185.28,11.79,18,Monthly,Medical,Male,17-Oct-1994,Divorced,0,Informal_Sector,12,241.51,1,Guarantor,EcoCash,Midlands TZF9992,5,2026-01-21,2026-01-31,2026-02-25,2026-07-30,1252.41,120.58,6,Weekly,Personal,Male,17-May-1984,Married,7,Construction,,682.81,4,Guarantor,EcoCash,Masvingo OAI9854,3,2026-02-08,2026-02-16,2026-03-19,2028-02-06,3206.55,13.77,24,Monthly,Rent,Male,26-Jul-1994,Married,3,Telecom,33,,3,Guarantor,EcoCash,Harare BMY3167,0,2026-01-24,2026-01-30,2026-03-04,2027-01-25,1069.79,167.91,12,Monthly,Vehicle,Female,18-Jan-1993,Single,2,Agriculture,70,149.8,3,None,InnBucks,Mashonaland_East HUA2243,3,2025-01-13,2025-01-27,2025-03-10,2026-01-22,3459.61,15.34,12,Monthly,Debt_Consolidation,Female,09-May-1972,Married,6,Finance,118,1000.64,0,Guarantor,EcoCash,Bulawayo WPV5328,2,2025-03-06,2025-03-09,2025-04-04,2025-09-05,9041.72,100.02,6,Monthly,Livestock,Male,20-May-1963,Widowed,3,Finance,113,1346.38,1,Guarantor,EcoCash,Bulawayo CKV5562,1,2025-08-28,2025-09-10,2025-10-13,2026-09-05,5052.41,107.28,12,Monthly,Equipment,Male,29-Oct-1975,Divorced,4,Informal_Sector,50,623.1,5,Guarantor,EcoCash,Mashonaland_West XTM2180,2,2025-07-14,2025-08-01,2025-09-12,2027-07-22,2857.78,129.19,24,Monthly,Working_Capital,Male,03-Sep-1964,Married,4,Informal_Sector,25,192.94,0,Savings,EcoCash,Mashonaland_West JCE2465,1,2025-10-18,2025-10-24,2025-11-19,2026-10-19,7809.93,121.74,12,Monthly,Equipment,Female,12-Jan-1999,Married,4,Construction,15,514.69,2,Vehicle,EcoCash,Midlands ZPG5413,1,2025-05-18,2025-05-24,2025-07-02,2026-11-15,20870.82,108.0,18,Monthly,Working_Capital,Female,24-Jan-1978,Married,1,Retail_Trade,28,,1,Vehicle,EcoCash,Bulawayo DZU7019,3,2026-01-09,2026-01-16,2026-02-18,2026-07-15,1247.33,13.46,6,Monthly,Medical,Female,15-Jul-1997,Divorced,3,Finance,10,931.78,1,Guarantor,InnBucks,Mashonaland_Central VXG1725,3,2025-03-03,2025-03-22,2025-05-06,2025-09-18,303.99,16.46,6,Weekly,Medical,Female,04-Feb-1995,Married,2,Informal_Sector,55,170.2,5,,Bank_Transfer,Mashonaland_West OPM6059,0,2025-01-28,2025-02-10,2025-03-26,2025-05-11,1306.21,151.83,3,Monthly,Rent,Female,04-Aug-2007,Married,2,Agriculture,4,,1,None,OneMoney,Harare JSB1729,5,2025-09-20,2025-10-04,2025-10-29,2025-11-03,971.23,185.37,1,Bi-Weekly,Medical,Male,01-Aug-1981,Married,1,Education,,656.39,4,None,OneMoney,Harare KUT3144,1,2025-04-10,2025-04-14,2025-05-11,2027-04-04,9869.5,14.48,24,Monthly,Equipment,Male,20-Jun-1996,Married,2,Retail_Trade,108,581.01,0,Savings,Bank_Transfer,Manicaland AMH3165,3,2025-07-31,2025-08-08,2025-09-15,2026-08-03,2619.91,12.59,12,Bi-Weekly,Rent,Male,22-Dec-1981,Married,4,Retail_Trade,97,896.16,1,Guarantor,OneMoney,Bulawayo NFK7084,0,2025-09-06,2025-09-27,2025-11-05,2026-09-22,4678.24,171.08,12,Bi-Weekly,Debt_Consolidation,Male,22-Aug-1966,Divorced,,NGO,31,607.69,1,Property,OneMoney,Mashonaland_West YJN6123,0,2025-09-24,2025-10-02,2025-11-15,2026-09-27,628.58,116.95,12,Monthly,Vehicle,Male,24-Oct-1998,Married,0,Retail_Trade,13,189.27,2,Property,EcoCash,Harare ZYV6499,3,2025-05-18,2025-06-02,2025-07-16,2026-05-28,1248.04,11.47,12,Monthly,Personal,Male,01-May-1997,Single,3,Government,94,311.26,2,None,Cash,Mashonaland_West DYE9365,0,2025-04-24,2025-05-09,2025-06-10,2026-05-04,1148.62,15.98,12,Weekly,Livestock,Male,10-Jul-2005,Single,0,Agriculture,10,192.25,0,None,InnBucks,Mashonaland_West CYH0071,2,2025-02-02,2025-02-07,2025-03-08,2027-01-28,2339.58,125.35,24,Monthly,Farming_Inputs,Male,13-Jul-1993,Single,2,Agriculture,55,174.42,1,Livestock,OneMoney,Bulawayo PLD7359,5,2025-01-11,2025-01-17,2025-02-20,2025-04-17,682.83,152.1,3,Monthly,Rent,Male,23-Jun-1993,Married,3,Agriculture,,318.89,6,None,InnBucks,Harare OQB2795,0,2025-03-24,2025-04-11,2025-05-21,2026-04-06,3215.47,143.65,12,Monthly,Medical,Male,13-Mar-1995,Single,,Agriculture,53,374.8,0,,EcoCash,Masvingo YJG4869,1,2025-04-29,2025-05-20,2025-06-21,2027-05-10,8460.93,14.93,24,Weekly,Equipment,Female,04-Sep-1978,Widowed,4,Informal_Sector,32,410.4,1,Guarantor,Bank_Transfer,Mashonaland_West VYH0021,1,2025-07-02,2025-07-21,2025-08-25,2027-01-12,8553.67,14.07,18,Monthly,Business_Expansion,Female,25-Nov-1994,Married,5,,27,628.98,2,Vehicle,Cash,Masvingo KIS6502,3,2025-03-22,2025-04-08,2025-05-07,2026-04-03,4129.1,17.9,12,Monthly,School_Fees,Male,21-Mar-2005,Married,2,Mining,,1371.83,1,Vehicle,EcoCash,Midlands UUY3020,1,2025-09-07,2025-09-27,2025-10-24,2026-03-26,13800.55,112.08,6,Monthly,Working_Capital,Male,03-Nov-1980,Married,5,Transport,84,,0,None,EcoCash,Manicaland PHQ0092,0,2025-10-29,2025-11-03,2025-12-12,2027-04-27,596.17,,18,Monthly,Working_Capital,Male,23-Mar-1996,Single,2,Retail_Trade,56,285.73,1,None,EcoCash,Harare BVY0985,2,2024-12-13,2025-01-03,2025-01-28,2025-07-02,4465.52,108.31,6,Monthly,Working_Capital,Male,02-Aug-1975,Married,5,Agriculture,29,,2,None,EcoCash,Harare YRD6672,1,2025-05-15,2025-05-19,2025-06-22,2027-05-09,6294.61,,24,Monthly,Business_Expansion,Female,09-Sep-1983,Divorced,8,Education,25,,0,Guarantor,EcoCash,Manicaland CVW3569,2,2025-08-04,2025-08-24,2025-10-05,2026-08-19,8130.99,111.1,12,Monthly,Farming_Inputs,Female,24-Feb-1980,Married,3,Manufacturing,121,776.32,2,Livestock,Cash,Mashonaland_East RMR0822,0,2025-11-09,2025-11-13,2025-12-20,2027-11-03,889.43,130.4,24,Monthly,Livestock,Female,10-Nov-1980,Married,7,Education,47,378.04,1,Property,OneMoney,Matabeleland_South NEM7093,3,2025-06-13,2025-06-25,2025-08-05,2026-06-20,610.57,15.36,12,Monthly,Rent,Male,10-Nov-1994,Married,3,Informal_Sector,32,,6,Guarantor,Cash,Mashonaland_Central AJG7697,0,2026-01-03,2026-01-15,2026-02-18,2027-01-10,703.09,141.04,12,Monthly,School_Fees,,28-Apr-1983,Widowed,2,Government,163,531.85,0,None,Bank_Transfer,Masvingo KDH9406,0,2026-01-17,2026-01-28,2026-03-08,2026-07-27,3317.16,18.13,6,Monthly,Wedding,Male,20-Mar-1997,Married,4,Mining,,1783.9,4,Savings,EcoCash,Bulawayo MQS9876,2,2025-03-25,2025-04-04,2025-05-18,2026-03-30,813.3,113.57,12,Monthly,Livestock,Male,28-Apr-1976,Married,4,Informal_Sector,17,164.06,6,Property,Cash,Mashonaland_Central BBR0344,2,2025-05-20,2025-05-31,2025-07-10,2026-05-26,5110.46,108.91,12,Monthly,Equipment,Male,24-Dec-2003,Married,2,Retail_Trade,21,507.57,1,Guarantor,Bank_Transfer,Mashonaland_West MJR5449,2,2025-06-29,2025-07-11,2025-08-13,2026-01-07,3425.91,76.25,6,Monthly,Farming_Inputs,Female,27-Nov-1983,Widowed,5,Manufacturing,62,220.47,0,None,EcoCash,Harare NKV4242,4,2025-08-03,2025-08-23,2025-09-28,2028-08-07,14721.91,17.49,36,Monthly,Equipment,Female,21-Dec-1982,Married,3,Education,16,683.19,4,,OneMoney,Harare ERZ7613,3,2025-03-20,2025-04-03,2025-05-05,2025-09-30,1087.87,15.87,6,Monthly,Medical,,07-Oct-1998,Married,2,Agriculture,11,290.11,4,Property,Bank_Transfer,Bulawayo YHF4884,5,2025-11-12,2025-11-19,2025-12-15,2026-02-17,323.71,146.21,3,Bi-Weekly,Personal,,27-May-1994,Married,2,Retail_Trade,59,225.41,0,None,Bank_Transfer,Midlands SHY3389,2,2025-06-04,2025-06-13,2025-07-12,2026-12-05,7654.06,123.57,18,Monthly,Farming_Inputs,Male,25-Dec-1980,Divorced,3,Government,,465.59,2,Livestock,Cash,Masvingo DYR0315,1,2026-01-16,2026-01-24,2026-03-04,2026-07-23,18146.68,103.15,6,Monthly,Stock_Purchase,Female,17-Aug-1978,Married,,NGO,57,771.16,1,,OneMoney,Masvingo QRJ0474,3,2025-09-08,2025-09-18,2025-10-15,2026-03-17,1101.89,12.58,6,Monthly,School_Fees,Male,07-Dec-1963,Married,8,Education,86,409.13,3,Guarantor,EcoCash,Harare WSR1971,3,2026-02-07,2026-02-11,2026-03-26,2027-02-06,2423.07,85.05,12,Monthly,School_Fees,Female,10-Nov-1969,Married,3,Government,118,673.98,0,Guarantor,EcoCash,Bulawayo BRJ2331,0,2025-11-16,2025-12-06,2026-01-08,2026-06-04,2570.57,16.59,6,Monthly,Livestock,Male,25-May-1994,Single,3,Retail_Trade,91,516.06,1,None,Bank_Transfer,Harare ZNU5088,0,2025-09-26,2025-10-17,2025-12-01,2026-10-12,1959.88,15.5,12,Monthly,Livestock,Male,21-Mar-1965,Married,1,Transport,41,521.86,1,Guarantor,EcoCash,Harare LGB3949,0,2025-07-11,2025-07-18,2025-08-14,2026-07-13,2027.31,90.64,12,Monthly,Funeral,Male,31-Jul-1994,Single,1,Construction,114,575.67,4,Vehicle,EcoCash,Midlands DDN0916,3,2025-12-02,2025-12-03,2025-12-28,2026-11-28,359.36,15.37,12,Monthly,Personal,Male,10-Oct-1982,Married,,Informal_Sector,17,230.22,5,Savings,EcoCash,Bulawayo VNO4744,0,2025-08-12,2025-08-23,2025-10-04,2026-08-18,1341.47,,12,Monthly,Vehicle,Male,15-Aug-2005,Married,0,Informal_Sector,5,347.3,1,Guarantor,EcoCash,Midlands HAM0625,3,2026-02-03,2026-02-10,2026-03-19,2028-01-31,2672.87,18.14,24,Monthly,School_Fees,Female,28-Apr-1972,Divorced,3,Government,138,780.99,0,Savings,Cash,Manicaland VNS0417,2,2025-01-12,2025-01-31,2025-03-04,2025-07-30,2092.0,10.93,6,Weekly,Equipment,Female,15-Jul-1994,Widowed,2,Agriculture,37,299.07,4,Livestock,EcoCash,Manicaland ADY2431,0,2025-10-17,2025-10-20,2025-11-23,2026-04-18,3939.01,121.94,6,Weekly,Rent,Female,23-Nov-1989,Single,5,Healthcare,53,554.16,5,Property,EcoCash,Bulawayo JHO2864,0,2025-04-22,2025-05-02,2025-06-08,2025-10-29,650.54,16.96,6,Monthly,School_Fees,Female,24-Aug-1968,Divorced,6,Informal_Sector,,208.87,2,Guarantor,EcoCash,Mashonaland_Central SUH1250,0,2025-05-13,2025-05-20,2025-06-18,2026-05-15,1561.02,16.0,12,Monthly,Working_Capital,Male,13-Sep-1994,Married,3,Manufacturing,66,603.71,0,Guarantor,Bank_Transfer,Harare TEL6348,5,2025-09-07,2025-09-28,2025-10-28,2026-03-27,153.97,102.58,6,Weekly,Medical,Male,19-Aug-1987,Married,2,Informal_Sector,16,102.63,4,None,Cash,Midlands ANO2014,1,2025-06-12,2025-06-21,2025-08-03,2026-06-16,10476.21,15.51,12,Monthly,Working_Capital,Male,27-Apr-1985,Widowed,8,NGO,13,988.86,4,Savings,Cash,Matabeleland_South NIH2178,4,2025-07-08,2025-07-25,2025-09-08,2026-07-20,7883.66,19.77,12,Monthly,Home_Improvement,Male,20-Aug-1994,Married,3,Manufacturing,133,560.61,0,Livestock,Cash,Matabeleland_North LYD9788,0,2025-01-12,2025-01-20,2025-02-14,2025-07-19,1805.85,122.84,6,Monthly,School_Fees,,10-Jul-1964,Married,6,Informal_Sector,2,459.95,0,Guarantor,OneMoney,Harare YMS9619,2,2025-07-18,2025-08-06,2025-09-09,2026-02-02,2862.72,12.92,6,Weekly,Farming_Inputs,Male,24-May-1968,Married,,Retail_Trade,58,582.92,1,Guarantor,EcoCash,Manicaland DDJ8939,1,2025-08-05,2025-08-21,2025-10-01,2026-08-16,2663.89,100.8,12,Monthly,Business_Expansion,Male,08-Dec-1978,Married,3,Healthcare,74,392.87,4,Vehicle,Cash,Manicaland IGY2653,3,2025-01-26,2025-02-07,2025-03-20,2026-02-02,410.07,15.72,12,Bi-Weekly,Medical,Female,30-Dec-1991,Married,2,Informal_Sector,26,194.78,2,Livestock,Bank_Transfer,Midlands ZOE8875,0,2025-01-20,2025-01-23,2025-02-17,2027-01-13,255.98,100.14,24,Weekly,Medical,Female,07-Aug-1995,Single,3,Informal_Sector,41,105.79,0,Guarantor,Cash,Masvingo FAX4808,0,2026-02-14,2026-02-27,2026-03-25,2028-02-17,2539.06,123.6,24,Monthly,,Female,03-May-1975,,3,Healthcare,143,480.34,2,Guarantor,EcoCash,Harare VMM4007,2,2025-04-25,2025-05-12,2025-06-22,2027-05-02,5857.62,13.51,24,Bi-Weekly,Working_Capital,Male,06-Nov-1963,Widowed,2,NGO,34,914.28,4,Livestock,EcoCash,Midlands YMD1401,0,2025-08-15,2025-08-23,2025-09-19,2026-08-18,3323.69,158.03,12,Monthly,Equipment,Male,15-Oct-1967,Married,,Finance,130,910.58,1,None,EcoCash,Mashonaland_Central VKT1013,3,2025-12-28,2026-01-04,2026-02-07,2027-06-28,1315.78,15.16,18,Monthly,Debt_Consolidation,Female,02-Nov-1992,Married,0,,27,474.33,1,Savings,Cash,Mashonaland_Central YKE1591,3,2025-03-31,2025-04-03,2025-05-17,2026-09-25,3367.6,99.81,18,Monthly,School_Fees,Female,11-May-1992,Single,3,Retail_Trade,88,608.22,3,None,EcoCash,Harare ZNJ7114,0,2026-01-27,2026-02-17,2026-03-28,2026-05-18,3274.81,138.34,3,Monthly,Funeral,Male,22-Jul-1999,Divorced,2,Government,60,799.35,3,Vehicle,Cash,Masvingo JBU9048,2,2025-01-16,2025-01-31,2025-03-15,2026-01-26,2227.69,15.77,12,Monthly,Livestock,Male,26-Nov-1971,Married,,Government,,283.35,3,Livestock,EcoCash,Harare RPL3665,0,2025-08-17,2025-08-23,2025-09-22,2026-08-18,2135.15,89.03,12,Monthly,Home_Improvement,Female,22-Jan-1986,Divorced,5,Retail_Trade,38,364.76,1,Guarantor,Cash,Midlands DOZ0297,1,2025-01-26,2025-02-02,2025-03-06,2025-08-01,4806.36,12.62,6,Monthly,Working_Capital,Male,31-Dec-1997,Married,3,Agriculture,45,275.56,0,None,EcoCash,Mashonaland_Central KXW3156,1,2025-09-07,2025-09-27,2025-10-26,2027-09-17,14656.98,15.34,24,Monthly,Stock_Purchase,Male,23-Jun-1970,Single,7,Transport,41,695.93,3,Guarantor,EcoCash,Harare XHI3128,2,2025-11-07,2025-11-17,2025-12-17,2026-11-12,4892.01,101.44,12,Monthly,Farming_Inputs,Male,10-Sep-1999,Married,4,,53,533.77,2,Guarantor,EcoCash,Matabeleland_South PEN6055,5,2024-12-13,2025-01-02,2025-02-15,2025-04-02,1023.63,155.77,3,Monthly,Personal,Female,28-Oct-1977,Divorced,0,Retail_Trade,39,753.47,2,None,EcoCash,Mashonaland_Central KRV1729,0,2025-12-04,2025-12-23,2026-02-02,2026-03-23,425.51,143.22,3,Monthly,Vehicle,Female,20-Mar-1980,Single,1,Informal_Sector,46,82.96,2,Vehicle,OneMoney,Manicaland IYP8988,0,2026-01-31,2026-02-21,2026-03-28,2027-02-16,972.48,135.93,12,Monthly,Debt_Consolidation,Male,08-Mar-1995,Married,2,Informal_Sector,11,154.91,1,Guarantor,EcoCash,Harare NQJ5272,5,2025-07-05,2025-07-06,2025-08-01,2026-01-02,507.29,180.37,6,Monthly,Personal,Female,26-Aug-1995,Married,4,,32,182.58,0,Livestock,InnBucks,Bulawayo IAU7186,4,2026-01-05,2026-01-19,2026-02-17,2027-07-13,5319.11,15.47,18,Monthly,Vehicle,Male,03-Jun-1976,Married,4,Agriculture,82,251.51,2,Property,EcoCash,Manicaland QIS0846,0,2026-01-08,2026-01-21,2026-02-17,2026-04-21,395.42,14.56,3,Monthly,Debt_Consolidation,,23-Nov-1968,Married,4,Agriculture,124,135.56,2,Livestock,EcoCash,Manicaland WRB6555,1,2025-02-26,2025-03-09,2025-04-16,2028-02-22,3783.13,109.25,36,Weekly,Working_Capital,Female,25-Oct-1982,Single,4,Informal_Sector,8,221.38,1,None,Cash,Harare PAO8178,0,2025-02-19,2025-02-25,2025-04-05,2026-08-19,3969.58,16.64,18,Monthly,Home_Improvement,Male,30-Apr-2002,Single,2,Education,11,435.77,5,None,EcoCash,Mashonaland_East FQB3317,1,2025-02-19,2025-02-25,2025-03-28,2026-08-19,7188.09,15.66,18,Monthly,Business_Expansion,Female,28-Jul-1984,Widowed,8,Education,75,,3,Savings,EcoCash,Mashonaland_East XOA6073,3,2025-05-29,2025-06-17,2025-07-17,2026-06-12,3054.58,15.54,12,Monthly,School_Fees,Male,18-Aug-1966,Divorced,7,Government,61,597.53,3,Savings,EcoCash,Midlands VYY2200,0,2025-05-02,2025-05-07,2025-06-07,2026-10-29,2629.1,137.81,18,Monthly,Working_Capital,Male,02-Oct-1979,Married,3,Informal_Sector,54,319.87,2,,EcoCash,Bulawayo ASL2036,5,2025-06-19,2025-07-06,2025-08-14,2025-10-04,2549.71,165.74,3,Monthly,Rent,Female,23-Feb-1968,Married,4,Finance,66,1321.99,3,None,EcoCash,Midlands YBZ3502,0,2025-05-20,2025-06-01,2025-06-28,2025-11-28,1989.39,147.83,6,Monthly,Rent,Female,14-May-1982,Married,1,Agriculture,66,262.81,0,,EcoCash,Midlands PZJ0490,2,2025-01-08,2025-01-18,2025-02-14,2025-07-17,2665.18,137.44,6,Weekly,,Male,28-Apr-1994,Married,2,Retail_Trade,77,587.09,0,Livestock,OneMoney,Harare LTY8297,0,2025-04-25,2025-05-13,2025-06-17,2026-05-08,1483.25,18.3,12,Monthly,Rent,Male,27-Jan-1974,Divorced,4,Education,45,336.29,0,Guarantor,InnBucks,Bulawayo YCZ1142,1,2025-08-30,2025-09-08,2025-10-11,2027-03-02,7996.88,13.38,18,Monthly,Working_Capital,Female,15-Jul-1981,Divorced,5,Mining,130,1094.52,0,Property,Cash,Mashonaland_West TCD6914,0,2025-10-15,2025-11-05,2025-12-14,2026-05-04,4125.55,14.7,6,Monthly,Farming_Inputs,Male,11-Jun-1992,Married,4,Construction,84,783.02,8,None,Cash,Manicaland GLY8970,0,2025-02-07,2025-02-21,2025-03-27,2025-08-20,3515.84,141.86,6,Monthly,Farming_Inputs,Male,16-Dec-1980,Widowed,0,NGO,59,790.47,2,Savings,EcoCash,Harare UFH6676,2,2025-01-06,2025-01-23,2025-03-02,2025-10-20,664.05,12.88,9,Monthly,Working_Capital,Female,18-Jun-1976,Widowed,2,Agriculture,29,,0,Property,EcoCash,Bulawayo PJE8049,4,2025-03-05,2025-03-20,2025-04-28,2027-03-10,6601.69,18.77,24,Monthly,Home_Improvement,Male,17-Jan-1977,Divorced,6,Informal_Sector,33,581.51,0,Property,InnBucks,Midlands ZGL9870,1,2025-10-24,2025-10-31,2025-12-06,2026-10-26,13816.83,114.83,12,Bi-Weekly,Business_Expansion,Male,29-May-1975,Married,2,Mining,75,1257.87,1,None,Cash,Harare JHB3243,0,2026-02-23,2026-02-27,2026-04-09,2027-02-22,979.07,15.99,12,Monthly,Wedding,Female,05-Oct-1967,Widowed,3,Transport,73,285.04,5,Savings,Bank_Transfer,Mashonaland_Central QCT2926,3,2025-01-02,2025-01-12,2025-02-08,2026-01-07,3897.01,18.38,12,Monthly,Medical,Male,12-Nov-1968,Married,2,NGO,61,1344.23,3,Guarantor,EcoCash,Harare JZB8726,5,2025-08-20,2025-09-07,2025-10-07,2025-12-06,763.55,169.12,3,Monthly,Medical,Male,01-May-1974,Married,7,Manufacturing,37,798.87,2,None,EcoCash,Manicaland ZWI7654,0,2024-12-25,2025-01-02,2025-02-16,2026-06-26,765.65,16.19,18,Monthly,Wedding,Male,29-Nov-1975,Married,3,Informal_Sector,44,342.26,0,Guarantor,EcoCash,Bulawayo YBX9273,0,2026-02-18,2026-02-20,2026-03-28,2027-08-14,2971.26,141.59,18,Monthly,Farming_Inputs,Male,07-Oct-1994,Divorced,4,Informal_Sector,23,547.82,1,None,Cash,Harare ATY7236,0,2025-01-29,2025-02-14,2025-03-15,2025-08-13,1535.76,15.01,6,Weekly,,Male,19-May-1990,Married,,Government,100,438.97,3,Savings,Bank_Transfer,Harare XPU6142,3,2025-05-20,2025-05-24,2025-07-05,2027-05-14,2132.34,16.29,24,Monthly,School_Fees,Male,09-Jan-1995,Married,4,Construction,81,629.58,1,Guarantor,InnBucks,Manicaland KZS3494,0,2025-08-01,2025-08-04,2025-09-05,2026-07-30,1784.04,16.07,12,Monthly,Equipment,Male,14-Sep-2004,Married,1,Informal_Sector,31,,1,None,Cash,Manicaland YWO4932,1,2025-12-16,2025-12-31,2026-01-27,2026-12-26,9512.66,12.57,12,Monthly,Business_Expansion,Male,21-Aug-1967,Married,,Government,53,507.49,4,Property,Cash,Mashonaland_Central VSU1745,1,2025-06-16,2025-07-01,2025-08-03,2027-06-21,14381.31,14.59,24,Monthly,Business_Expansion,Male,26-Mar-1997,Single,3,Construction,48,556.79,5,Property,EcoCash,Midlands CUG6548,2,2025-02-10,2025-02-11,2025-03-25,2026-08-05,4185.69,129.3,18,Monthly,Farming_Inputs,Female,21-Dec-1989,Married,6,Healthcare,17,299.05,0,Property,Bank_Transfer,Mashonaland_East JJI8874,0,2026-01-20,2026-01-23,2026-02-22,2026-07-22,1561.54,14.09,6,Monthly,Wedding,Male,27-Feb-1989,Married,1,Government,221,507.04,0,Guarantor,EcoCash,Harare RNA2808,2,2025-10-31,2025-11-19,2025-12-23,2026-08-16,7428.96,13.2,9,Monthly,Working_Capital,Male,18-Aug-1964,Divorced,2,NGO,115,875.84,2,Livestock,Bank_Transfer,Mashonaland_West FZP4826,0,2025-06-09,2025-06-30,2025-07-28,2025-12-27,8358.65,15.15,6,Monthly,Wedding,Male,26-Dec-1973,Married,6,NGO,98,939.97,4,Vehicle,Bank_Transfer,Masvingo GYZ6456,4,2025-09-11,2025-09-26,2025-10-28,2027-03-20,15018.6,16.97,18,Monthly,Vehicle,Male,23-Sep-1995,Single,2,Government,58,578.71,1,Vehicle,EcoCash,Matabeleland_South ZBN2884,0,2025-05-14,2025-05-22,2025-06-24,2025-11-18,1856.16,17.84,6,Monthly,Stock_Purchase,Male,13-Mar-1998,Married,3,Construction,91,242.24,8,Vehicle,OneMoney,Midlands ZJQ0471,2,2025-06-22,2025-07-02,2025-08-11,2026-06-27,2562.19,121.91,12,Monthly,Working_Capital,Male,09-Jan-1983,Divorced,2,Government,124,548.58,1,Property,OneMoney,Masvingo DLA5530,0,2025-08-29,2025-09-19,2025-10-24,2026-03-18,4456.62,137.67,6,Monthly,Debt_Consolidation,Male,05-Sep-1980,Married,2,Telecom,93,1378.99,1,Property,Bank_Transfer,Bulawayo NUT8542,5,2025-05-06,2025-05-15,2025-06-20,2025-07-14,427.84,166.25,2,Weekly,Rent,Female,09-Aug-2001,Married,3,Informal_Sector,43,350.59,0,Guarantor,Cash,Manicaland VNK6354,0,2025-07-09,2025-07-10,2025-08-18,2026-01-06,216.21,94.44,6,Monthly,Debt_Consolidation,Male,30-Mar-2007,Single,0,Informal_Sector,7,73.73,2,None,Cash,Mashonaland_Central UXU8427,3,2025-03-20,2025-03-22,2025-04-28,2025-09-18,155.68,12.83,6,Monthly,Debt_Consolidation,Female,19-Jul-1997,Divorced,0,Informal_Sector,29,97.08,0,Guarantor,InnBucks,Harare GFD3985,5,2025-09-12,2025-10-03,2025-10-28,2026-01-01,1330.04,172.48,3,Bi-Weekly,Rent,Female,25-Jan-1971,Widowed,7,Retail_Trade,94,542.4,6,Property,InnBucks,Matabeleland_South QQR5737,1,2025-04-10,2025-04-17,2025-05-16,2027-04-07,15705.84,94.18,24,Monthly,Equipment,Female,03-Mar-1972,Married,4,Finance,118,1076.92,6,Savings,Bank_Transfer,Bulawayo AFC7665,3,2025-09-07,2025-09-28,2025-11-09,2027-03-22,3395.13,14.22,18,Weekly,Medical,Male,04-Mar-1991,Single,4,Healthcare,22,680.37,1,None,Bank_Transfer,Harare SLD5495,1,2026-01-05,2026-01-21,2026-03-02,2029-01-05,3682.89,113.54,36,Monthly,Working_Capital,Female,29-Dec-1987,Single,2,Agriculture,23,138.17,2,Guarantor,Bank_Transfer,Bulawayo VHD7317,4,2026-01-07,2026-01-11,2026-02-12,2028-12-26,2521.8,16.62,36,Monthly,Equipment,Female,07-May-2000,Widowed,2,Informal_Sector,25,129.33,3,Guarantor,Bank_Transfer,Mashonaland_Central YAL5508,3,2024-12-19,2025-01-09,2025-02-21,2026-01-04,517.75,13.5,12,Monthly,Debt_Consolidation,Male,07-Dec-1968,Widowed,7,Government,124,252.33,5,Guarantor,EcoCash,Midlands OKH9384,0,2025-09-21,2025-10-07,2025-11-11,2026-01-05,1178.27,14.47,3,Bi-Weekly,Stock_Purchase,Male,21-Jan-1998,Single,3,,9,360.0,2,None,Cash,Manicaland GEH9340,1,2025-02-07,2025-02-26,2025-04-05,2028-02-11,6480.96,13.97,36,Bi-Weekly,Business_Expansion,Female,19-May-1986,Widowed,8,Informal_Sector,10,331.71,0,Guarantor,EcoCash,Manicaland KDT6136,3,2026-01-03,2026-01-19,2026-02-16,2028-01-09,967.35,12.97,24,Monthly,Rent,Female,09-Feb-1987,Married,2,Informal_Sector,6,,0,Livestock,Cash,Midlands PGO8069,0,2025-04-10,2025-04-14,2025-05-18,2027-04-04,747.91,108.69,24,Bi-Weekly,Medical,Female,14-Jun-1959,Married,3,,59,466.76,2,,EcoCash,Harare PLJ3715,3,2025-07-23,2025-07-24,2025-08-21,2026-01-20,1609.48,13.13,6,Monthly,School_Fees,Male,16-Jul-1983,Married,5,Education,61,,1,Guarantor,EcoCash,Bulawayo BKM1964,1,2025-10-13,2025-10-19,2025-11-25,2028-10-03,9114.41,122.09,36,Monthly,Business_Expansion,Male,03-Jun-1981,Divorced,6,Government,130,535.93,0,Property,OneMoney,Manicaland ILT1034,4,2025-08-20,2025-08-21,2025-09-21,2027-02-12,7063.68,17.21,18,Monthly,Home_Improvement,Male,24-Mar-2005,Single,1,Agriculture,10,327.09,0,Property,Bank_Transfer,Bulawayo NKT5664,3,2025-02-19,2025-03-12,2025-04-21,2026-09-03,2856.24,16.66,18,Monthly,School_Fees,Female,13-Jul-1985,Married,5,Healthcare,29,715.38,0,None,EcoCash,Mashonaland_East DFI0560,1,2025-05-08,2025-05-21,2025-06-25,2025-11-17,6777.4,127.66,6,Monthly,Equipment,Female,17-Oct-2005,Single,0,NGO,17,942.39,1,Livestock,EcoCash,Matabeleland_North WTZ5124,0,2025-12-25,2026-01-14,2026-02-21,2027-01-09,573.38,120.55,12,Monthly,Personal,Female,09-Dec-1969,Divorced,5,Informal_Sector,29,171.44,1,,EcoCash,Harare GJP9524,4,2025-12-24,2026-01-09,2026-02-15,2028-12-24,24225.62,19.38,36,Monthly,Equipment,Male,26-Feb-1975,Divorced,2,Mining,72,1080.49,0,Vehicle,EcoCash,Manicaland IDH3670,0,2025-05-05,2025-05-16,2025-06-14,2025-11-12,1820.59,120.94,6,Monthly,Equipment,Male,15-Sep-1987,Married,3,,,272.97,1,Vehicle,EcoCash,Harare LHV6715,1,2025-07-19,2025-08-07,2025-09-07,2028-07-22,1440.42,12.21,36,Monthly,,Female,21-Feb-1967,Married,4,Informal_Sector,22,52.56,4,Savings,EcoCash,Masvingo SOD1257,1,2025-02-01,2025-02-18,2025-03-17,2026-02-13,2587.76,13.29,12,Monthly,Business_Expansion,Female,08-Mar-1973,Married,,Agriculture,49,119.15,3,Savings,EcoCash,Bulawayo XUT0094,0,2025-05-06,2025-05-16,2025-06-19,2026-11-07,2551.09,145.34,18,Weekly,Livestock,Female,11-Oct-1979,Married,3,Construction,18,733.87,1,Savings,Bank_Transfer,Matabeleland_North WLY2791,0,2025-12-07,2025-12-17,2026-01-21,2026-06-15,992.78,111.29,6,Monthly,Livestock,Female,15-Apr-1993,Single,,Manufacturing,,229.64,0,Guarantor,EcoCash,Midlands ZJN7497,2,2025-10-30,2025-11-09,2025-12-19,2026-08-06,4245.68,102.29,9,Monthly,Livestock,Female,27-Feb-1979,,3,Retail_Trade,,738.0,2,Property,EcoCash,Mashonaland_East OTP9424,2,2025-06-01,2025-06-08,2025-07-11,2025-12-05,3596.25,102.49,6,Monthly,Farming_Inputs,Male,26-Mar-2002,Married,,Manufacturing,26,358.87,5,Savings,EcoCash,Mashonaland_Central KOG2427,4,2025-04-21,2025-04-30,2025-06-02,2029-04-09,1919.4,19.3,48,Monthly,Home_Improvement,Female,04-Jul-1980,Married,3,Informal_Sector,40,125.15,1,Savings,EcoCash,Harare DGT2607,3,2025-06-16,2025-07-06,2025-08-17,2027-06-26,620.69,15.54,24,Monthly,Personal,Female,01-Aug-1967,Divorced,4,Agriculture,19,210.2,3,Guarantor,EcoCash,Bulawayo IGV9153,1,2025-05-14,2025-05-28,2025-07-05,2028-05-12,5428.96,128.28,36,Monthly,Equipment,Male,11-Sep-1995,Married,4,Manufacturing,60,463.16,0,Property,InnBucks,Harare SNK8485,4,2025-09-13,2025-09-20,2025-10-28,2029-08-30,9166.7,14.57,48,Monthly,Equipment,Female,16-Nov-1986,Single,,Manufacturing,74,633.58,3,Property,OneMoney,Masvingo GIH8293,0,2025-11-05,2025-11-12,2025-12-12,2026-11-07,1216.85,104.29,12,Monthly,Personal,Female,17-Dec-1979,Widowed,2,Healthcare,63,586.3,2,None,Bank_Transfer,Harare ZYN4270,0,2025-06-28,2025-07-18,2025-08-14,2026-07-13,1708.14,143.36,12,Bi-Weekly,Equipment,Male,01-Jun-1964,Married,5,Manufacturing,45,626.77,1,None,EcoCash,Matabeleland_South HAD5689,1,2025-02-12,2025-03-02,2025-03-28,2026-02-25,18902.96,140.93,12,Monthly,Working_Capital,Female,27-Oct-1998,Divorced,5,Mining,25,1050.62,2,Livestock,Cash,Bulawayo KGR5948,5,2025-11-21,2025-11-25,2026-01-02,2026-02-23,832.58,154.29,3,Bi-Weekly,Personal,Male,23-Aug-1995,Married,3,Government,72,637.73,1,Vehicle,,Harare XRO7658,2,2025-11-20,2025-11-30,2026-01-08,2026-11-25,8159.22,79.92,12,Bi-Weekly,Equipment,Female,10-Sep-1976,Married,6,Government,99,576.06,4,None,Bank_Transfer,Harare YLV9908,4,2025-02-21,2025-02-28,2025-04-11,2026-02-23,5826.69,,12,Bi-Weekly,Vehicle,Female,24-Apr-1994,Married,3,Transport,84,272.88,0,None,Bank_Transfer,Mashonaland_West EAP5638,4,2026-01-09,2026-01-24,2026-03-06,2027-01-19,2030.31,116.3,12,Bi-Weekly,,Male,06-Jun-1997,,6,Informal_Sector,46,151.42,1,Vehicle,EcoCash,Mashonaland_West IFX9842,0,2025-06-11,2025-06-26,2025-08-06,2026-12-18,1043.21,111.14,18,Monthly,Stock_Purchase,Male,13-Nov-1960,Single,5,Retail_Trade,,809.06,3,None,EcoCash,Harare OMU3958,1,2025-04-17,2025-04-21,2025-05-26,2026-04-16,6786.84,13.6,12,Monthly,Equipment,Female,28-Oct-2003,Single,0,,,453.06,1,Guarantor,EcoCash,Harare QFL6187,0,2025-03-18,2025-04-08,2025-05-13,2025-10-05,481.55,131.56,6,Monthly,Livestock,Male,21-Jan-2000,Married,2,Agriculture,11,278.13,0,Guarantor,InnBucks,Harare FVE0231,0,2025-12-27,2026-01-17,2026-02-17,2026-04-17,2544.96,17.06,3,Monthly,Wedding,Female,03-Jul-1984,Married,4,Agriculture,23,374.37,8,Property,EcoCash,Harare BYG4627,5,2025-03-26,2025-03-27,2025-04-21,2025-04-26,625.73,195.81,1,Monthly,Personal,Male,16-Mar-1979,Married,2,Informal_Sector,8,406.04,4,None,Bank_Transfer,Harare GLU8969,2,2025-09-15,2025-09-30,2025-10-25,2027-03-24,2925.22,105.92,18,Monthly,Livestock,Female,08-Dec-1977,Single,4,Transport,74,286.4,0,None,EcoCash,Harare IZD9452,2,2025-02-16,2025-03-04,2025-03-28,2025-11-29,7928.4,80.14,9,Monthly,,Female,01-Jan-1964,Divorced,2,Manufacturing,84,705.58,3,Livestock,Bank_Transfer,Mashonaland_East EYW4468,2,2025-12-25,2026-01-08,2026-02-11,2026-07-07,1971.16,112.95,6,Monthly,Farming_Inputs,Female,09-Feb-1990,Married,2,Construction,24,619.26,1,Guarantor,EcoCash,Manicaland AGT1201,2,2025-06-29,2025-07-01,2025-08-07,2026-03-28,9330.49,16.33,9,Monthly,Equipment,Female,13-Dec-1979,Divorced,4,Informal_Sector,28,558.94,1,Livestock,Bank_Transfer,Midlands IHI9922,5,2025-03-10,2025-03-31,2025-05-05,2025-06-29,1392.67,115.3,3,Bi-Weekly,Funeral,Male,27-Aug-1966,Single,2,,74,834.46,5,Vehicle,Bank_Transfer,Harare QRN6335,3,2025-08-17,2025-09-02,2025-10-01,2027-02-24,2063.03,16.26,18,Monthly,School_Fees,Male,20-Oct-1967,Married,4,Retail_Trade,18,654.08,1,Savings,OneMoney,Midlands FZU8851,2,2025-01-01,2025-01-08,2025-02-15,2025-07-07,3602.47,10.76,6,Monthly,Farming_Inputs,Male,21-Aug-1968,Married,5,Retail_Trade,40,343.76,4,Savings,Bank_Transfer,Midlands GYP0381,1,2025-02-18,2025-02-22,2025-03-28,2026-02-17,19566.66,86.47,12,Monthly,Equipment,Female,08-Aug-1969,Married,7,,,1781.24,2,Property,EcoCash,Mashonaland_East NHT4249,1,2025-11-09,2025-11-10,2025-12-23,2026-05-09,23971.38,15.0,6,Monthly,Working_Capital,Male,28-Mar-1996,Single,6,NGO,54,1612.8,0,Property,InnBucks,Harare FYT7747,2,2026-01-24,2026-02-02,2026-03-16,2026-08-01,2788.12,84.79,6,Monthly,Farming_Inputs,Female,06-Sep-1994,Single,5,Retail_Trade,100,,0,,EcoCash,Harare KMR5833,1,2025-06-27,2025-07-13,2025-08-26,2028-06-27,3334.2,106.76,36,Monthly,Business_Expansion,Male,03-Mar-2003,Single,1,Agriculture,20,200.93,4,Savings,EcoCash,Harare XKY8972,3,2025-04-29,2025-05-17,2025-06-19,2027-05-07,248.33,15.48,24,Monthly,Rent,Male,04-Jan-1976,Widowed,2,Agriculture,47,94.74,3,Savings,EcoCash,Harare JAG2909,3,2025-05-06,2025-05-10,2025-06-20,2026-11-01,1745.07,16.42,18,Monthly,Debt_Consolidation,Male,16-Jul-1984,Married,6,Construction,39,398.05,1,Guarantor,EcoCash,Manicaland CBU6594,0,2025-01-06,2025-01-09,2025-02-10,2025-04-09,5057.75,17.12,3,Monthly,Farming_Inputs,Male,25-Feb-1993,Married,2,Finance,91,1262.04,7,None,Bank_Transfer,Harare KUP6171,0,2025-03-21,2025-03-25,2025-04-28,2026-09-16,4853.81,101.71,18,Bi-Weekly,Equipment,Male,10-Dec-1959,Divorced,3,Retail_Trade,22,787.55,0,Vehicle,Bank_Transfer,Harare WJC1017,0,2025-02-23,2025-03-12,2025-04-12,2026-09-03,382.93,17.2,18,Monthly,School_Fees,Female,09-May-1985,Single,4,Agriculture,23,79.05,1,None,Cash,Mashonaland_West EUO4937,1,2025-10-03,2025-10-16,2025-11-18,2028-09-30,9540.61,12.53,36,Monthly,Equipment,Male,08-Jan-1972,Married,3,Informal_Sector,24,328.61,3,Property,Bank_Transfer,Midlands CIU7319,5,2025-09-02,2025-09-22,2025-11-05,2025-12-21,529.99,179.99,3,Bi-Weekly,Personal,Male,19-Apr-1998,Single,2,Agriculture,16,205.7,2,Property,Cash,Masvingo IHE9927,0,2025-03-13,2025-03-16,2025-04-19,2026-03-11,7890.65,88.81,12,Monthly,Farming_Inputs,Male,23-May-1985,Widowed,,Mining,44,1426.41,0,Property,EcoCash,Manicaland TPK7407,0,2025-10-22,2025-11-09,2025-12-04,2026-11-04,3895.2,16.23,12,Monthly,Home_Improvement,Female,01-Dec-1966,Married,7,Retail_Trade,,1019.47,0,Guarantor,Cash,Matabeleland_South QGV7700,0,2025-03-17,2025-04-03,2025-05-12,2025-09-30,3911.75,16.13,6,Bi-Weekly,Livestock,Male,05-Oct-1969,Divorced,7,Manufacturing,91,1065.55,2,Guarantor,EcoCash,Mashonaland_East YND3412,5,2025-11-04,2025-11-05,2025-12-16,2026-05-04,758.62,125.95,6,Bi-Weekly,Personal,Female,13-Sep-1990,Single,1,Manufacturing,18,497.23,2,Property,Bank_Transfer,Harare PLP7642,2,2025-04-03,2025-04-13,2025-05-14,2026-04-08,1350.1,108.17,12,Monthly,Livestock,,25-Jul-1990,Single,5,Manufacturing,58,331.1,6,Guarantor,EcoCash,Masvingo QQH3030,3,2025-11-28,2025-12-04,2026-01-02,2027-05-28,1472.36,13.71,18,Monthly,Medical,Male,13-Apr-1983,Married,1,Retail_Trade,127,419.18,0,Savings,Bank_Transfer,Harare XGS7797,1,2025-08-16,2025-09-03,2025-10-13,2027-02-25,5647.32,98.75,18,Monthly,Working_Capital,Male,22-Nov-1973,Married,2,Transport,128,598.31,2,Livestock,Bank_Transfer,Harare MAG9468,4,2025-09-24,2025-10-09,2025-11-09,2027-04-02,30321.94,17.24,18,Monthly,Home_Improvement,Female,05-Feb-2003,Widowed,2,Finance,4,1076.99,3,Property,InnBucks,Harare EQK1178,4,2025-11-26,2025-12-07,2026-01-11,2026-12-02,9575.35,15.9,12,Monthly,Equipment,Male,10-Sep-1970,Married,6,Government,36,,4,Guarantor,Bank_Transfer,Masvingo OFC1169,4,2026-01-19,2026-01-31,2026-03-15,2029-01-15,10984.39,13.57,36,Monthly,Home_Improvement,Female,04-Feb-1966,Married,7,Government,166,479.17,2,Livestock,EcoCash,Midlands ZYB3704,0,2025-07-14,2025-07-24,2025-08-18,2025-10-22,3072.88,117.63,3,Monthly,Personal,Female,05-Jan-1978,Married,4,Government,49,,2,Guarantor,EcoCash,Bulawayo TXE9669,0,2025-09-16,2025-09-25,2025-10-28,2026-09-20,4541.98,123.06,12,Bi-Weekly,Farming_Inputs,Female,03-Aug-1997,Divorced,2,Finance,21,1080.13,2,Property,Bank_Transfer,Midlands EDY7478,2,2025-05-31,2025-06-16,2025-07-11,2026-03-13,5184.53,11.87,9,Monthly,Working_Capital,Female,26-Jan-1990,Single,3,Retail_Trade,48,663.15,1,Guarantor,OneMoney,Harare ZRM3482,2,2026-01-03,2026-01-05,2026-02-18,2026-12-31,1235.51,13.12,12,Bi-Weekly,Farming_Inputs,Male,07-Jun-1992,Married,6,Informal_Sector,8,164.17,5,Property,Cash,Harare OLR8983,2,2025-03-10,2025-03-24,2025-04-26,2026-03-19,7105.29,79.17,12,Monthly,Working_Capital,Female,13-Jun-2006,Single,1,Manufacturing,15,548.11,1,Savings,OneMoney,Harare KZO2848,0,2025-05-15,2025-05-16,2025-06-11,2027-05-06,996.03,121.71,24,Monthly,Livestock,Male,06-Feb-1981,Widowed,2,Transport,12,507.09,1,Vehicle,Cash,Harare YUL2449,3,2025-07-14,2025-07-20,2025-08-20,2026-07-15,4221.63,17.27,12,Monthly,Personal,Female,18-Jul-1981,Divorced,1,Construction,49,,8,Guarantor,EcoCash,Bulawayo MQF8373,0,2024-12-30,2025-01-15,2025-02-26,2026-07-09,3080.8,144.02,18,Monthly,School_Fees,Male,20-Apr-1995,Married,1,Telecom,114,904.33,0,None,Cash,Midlands JIO0650,0,2025-10-29,2025-11-08,2025-12-18,2027-05-02,682.84,18.43,18,Monthly,Working_Capital,Male,18-Sep-1996,Married,3,Manufacturing,32,506.13,1,Guarantor,EcoCash,Harare YLC8229,0,2025-08-04,2025-08-17,2025-09-25,2026-02-13,333.88,105.33,6,Monthly,Equipment,Male,07-May-1981,Married,6,Agriculture,94,150.76,0,Savings,Cash,Matabeleland_North CIQ3019,0,2025-02-23,2025-03-02,2025-03-27,2025-08-29,1443.88,126.05,6,Monthly,Medical,Male,12-Mar-2000,Married,1,Construction,21,291.1,2,None,Cash,Manicaland LID4577,0,2025-02-12,2025-03-02,2025-04-15,2026-08-24,1189.69,102.45,18,Monthly,Stock_Purchase,Male,26-Feb-1999,Married,4,Agriculture,16,420.84,2,None,Cash,Manicaland FHF4230,0,2025-07-03,2025-07-22,2025-08-19,2026-01-18,1801.4,18.63,6,Bi-Weekly,Home_Improvement,Male,25-Jul-1980,Married,,Informal_Sector,18,557.64,1,Guarantor,Bank_Transfer,Matabeleland_North VHY9741,2,2025-06-04,2025-06-08,2025-07-09,2026-03-05,8258.0,142.41,9,Monthly,Farming_Inputs,Male,02-Jul-1993,Single,,NGO,106,633.36,4,Livestock,Cash,Midlands ACZ6656,0,2025-01-31,2025-02-07,2025-03-24,2026-02-02,565.53,16.48,12,Monthly,Farming_Inputs,Male,04-Dec-1995,Single,3,Informal_Sector,13,89.81,5,None,EcoCash,Mashonaland_West XPK9673,3,2025-11-09,2025-11-15,2025-12-26,2027-05-09,466.8,15.56,18,Monthly,Rent,Male,13-Dec-1990,Married,3,Retail_Trade,117,160.97,3,Guarantor,InnBucks,Masvingo TDS9357,1,2026-02-07,2026-02-22,2026-03-24,2026-08-21,6325.08,123.21,6,Monthly,,Male,18-Nov-1988,Married,2,Construction,62,600.79,0,Vehicle,OneMoney,Masvingo NCY1055,3,2025-07-05,2025-07-24,2025-08-25,2026-07-19,1611.03,13.82,12,Monthly,Personal,Male,09-Sep-1982,,3,Manufacturing,104,576.52,0,Guarantor,EcoCash,Masvingo YUP2078,3,2026-02-05,2026-02-10,2026-03-09,2027-08-04,3138.18,19.32,18,Monthly,School_Fees,Male,18-Oct-1992,Married,0,Telecom,36,,4,Savings,EcoCash,Matabeleland_North NFA4698,3,2025-05-06,2025-05-17,2025-06-17,2025-11-13,1472.74,17.28,6,Monthly,Personal,Female,02-May-1988,Married,2,Healthcare,96,479.37,0,None,EcoCash,Midlands NGC2448,3,2025-05-16,2025-05-28,2025-07-03,2025-11-24,2453.81,15.39,6,Monthly,Medical,Female,13-Feb-1991,Single,3,Construction,98,755.84,2,None,InnBucks,Bulawayo MCP9761,4,2025-09-15,2025-09-28,2025-11-11,2027-03-22,6104.15,87.03,18,Monthly,Equipment,Male,31-May-1986,Divorced,6,Transport,33,471.79,1,Property,EcoCash,Harare OWJ2412,3,2025-09-11,2025-09-27,2025-10-24,2027-09-17,1229.6,16.25,24,Monthly,Rent,Female,19-Dec-1976,Married,4,Government,30,421.42,4,Guarantor,Cash,Harare PHK9684,0,2025-06-03,2025-06-21,2025-07-28,2026-12-13,1305.34,118.17,18,Bi-Weekly,Farming_Inputs,Male,01-Mar-2004,Single,1,Informal_Sector,27,218.03,1,Property,Bank_Transfer,Matabeleland_South BOP1305,1,2025-08-20,2025-09-04,2025-10-07,2027-02-26,19138.34,122.99,18,Weekly,Equipment,Male,13-Nov-1992,Divorced,,Government,133,,0,,EcoCash,Matabeleland_South YGK0608,0,2025-03-18,2025-03-28,2025-05-01,2026-09-19,1109.09,118.84,18,Monthly,Vehicle,Male,28-Jun-1963,Single,0,Retail_Trade,51,437.69,0,None,EcoCash,Manicaland BJV3737,1,2025-11-10,2025-11-27,2026-01-09,2026-11-22,8061.91,12.84,12,Monthly,Business_Expansion,Female,28-Nov-2005,Single,1,Government,28,405.96,2,Savings,EcoCash,Mashonaland_East QAD4506,5,2025-10-10,2025-10-23,2025-11-27,2026-04-21,559.36,138.52,6,Bi-Weekly,Medical,Female,23-Jan-1996,Divorced,3,Government,78,560.5,3,Savings,Bank_Transfer,Harare RCU1459,1,2025-05-12,2025-05-29,2025-06-25,2026-11-20,2796.18,101.93,18,Weekly,,Male,16-Jun-2000,Married,3,Agriculture,23,,1,Vehicle,Bank_Transfer,Midlands ROB4774,3,2025-02-16,2025-03-01,2025-03-26,2026-08-23,1962.58,14.96,18,Monthly,Rent,Female,31-Jan-1964,Married,4,Education,138,656.33,2,Guarantor,EcoCash,Midlands QPA1500,2,2025-04-27,2025-05-16,2025-06-22,2026-11-07,13786.79,10.5,18,Monthly,Working_Capital,Male,26-Mar-1996,Divorced,2,Manufacturing,43,880.65,4,,Bank_Transfer,Mashonaland_East ASI9484,1,2025-05-10,2025-05-18,2025-06-12,2028-05-02,12462.25,102.98,36,Weekly,Equipment,Female,22-Mar-1996,Single,3,Mining,35,594.93,2,Vehicle,Cash,Masvingo ADC5158,3,2025-09-13,2025-09-30,2025-10-25,2027-03-24,1335.34,74.55,18,Monthly,Medical,Male,25-Oct-2005,Single,2,Transport,9,461.22,5,Guarantor,Bank_Transfer,Harare TGI2756,1,2025-09-06,2025-09-11,2025-10-24,2027-03-05,1352.26,113.08,18,Monthly,Stock_Purchase,Male,07-Feb-2003,Single,0,Informal_Sector,10,76.9,6,None,Bank_Transfer,Bulawayo XWZ0948,4,2025-11-13,2025-11-22,2025-12-20,2028-11-06,4427.23,17.02,36,Monthly,Vehicle,Female,15-May-1997,Married,3,Retail_Trade,56,399.14,2,Savings,EcoCash,Manicaland BCZ6218,2,2026-02-13,2026-02-22,2026-04-02,2027-08-16,7770.61,92.92,18,Monthly,Equipment,Male,22-Oct-1962,Married,5,Healthcare,132,588.61,1,Livestock,OneMoney,Mashonaland_Central AZI6548,2,2025-06-11,2025-06-22,2025-08-01,2025-12-19,3748.39,90.96,6,Monthly,,Female,05-Jul-1970,Divorced,5,Mining,100,547.4,2,Livestock,Bank_Transfer,Manicaland NJG6414,4,2025-11-01,2025-11-15,2025-12-12,2028-10-30,5452.38,18.76,36,Monthly,Equipment,Female,20-Sep-1982,,3,Education,35,352.2,2,Property,EcoCash,Matabeleland_North RYT3911,0,2025-08-03,2025-08-19,2025-09-19,2027-08-09,840.41,17.28,24,Bi-Weekly,Livestock,Male,04-Feb-1965,Married,4,Agriculture,56,230.77,5,Savings,EcoCash,Mashonaland_West FAH5419,3,2025-12-31,2026-01-19,2026-02-14,2028-01-09,2867.14,11.03,24,Weekly,Personal,Female,03-Apr-2006,Single,0,Healthcare,3,849.91,2,Savings,EcoCash,Harare XDW3658,2,2025-04-02,2025-04-13,2025-05-22,2026-04-08,10203.9,9.57,12,Monthly,Livestock,Female,25-May-2001,Married,3,Retail_Trade,21,621.73,6,Livestock,Cash,Manicaland YFQ7483,2,2025-01-27,2025-02-16,2025-03-14,2027-02-06,1866.91,99.56,24,Monthly,Farming_Inputs,Male,04-Jul-1989,Widowed,0,Transport,41,300.04,2,Livestock,Cash,Matabeleland_North OLH0534,0,2025-09-06,2025-09-20,2025-10-20,2027-09-10,2147.02,95.6,24,Monthly,Equipment,Female,27-Jun-1979,Widowed,5,Informal_Sector,49,363.62,0,Vehicle,EcoCash,Mashonaland_West MOW4518,0,2025-09-20,2025-10-02,2025-10-28,2025-12-31,406.06,129.25,3,Monthly,Personal,Female,17-Mar-1982,Married,1,Informal_Sector,46,152.33,4,Guarantor,EcoCash,Midlands JLR5477,4,2025-09-02,2025-09-13,2025-10-19,2026-09-08,4428.07,70.32,12,Monthly,Vehicle,Male,06-Oct-1998,Single,4,Education,12,348.57,3,Vehicle,Bank_Transfer,Harare RCS1192,4,2025-11-02,2025-11-10,2025-12-10,2028-10-25,6910.32,84.37,36,Monthly,Home_Improvement,Female,02-Jun-1964,Married,3,,30,303.44,2,Vehicle,Bank_Transfer,Manicaland BPH1146,1,2025-09-04,2025-09-20,2025-10-23,2027-09-10,4915.52,14.12,24,Bi-Weekly,Business_Expansion,Female,15-Feb-1997,Widowed,6,Informal_Sector,33,,1,Guarantor,EcoCash,Harare FAG8556,4,2025-08-19,2025-08-21,2025-09-28,2026-08-16,16344.05,13.64,12,Monthly,Home_Improvement,Female,04-May-1970,Divorced,3,NGO,168,1065.82,0,Property,Bank_Transfer,Bulawayo ASH8711,1,2025-11-30,2025-12-07,2026-01-13,2027-05-31,2767.64,11.62,18,Monthly,Working_Capital,Male,01-Apr-1982,Married,,Retail_Trade,61,346.73,2,Guarantor,EcoCash,Harare OZI5872,1,2025-04-16,2025-04-21,2025-06-03,2026-10-13,20915.22,94.75,18,Monthly,Stock_Purchase,Male,28-Dec-1989,Single,3,Government,66,992.43,2,None,EcoCash,Harare USZ1437,4,2025-01-04,2025-01-14,2025-02-26,2028-12-24,3057.65,13.32,48,Monthly,Home_Improvement,Female,24-Apr-1982,Single,4,Education,71,305.31,1,None,EcoCash,Mashonaland_West MUX0020,1,2025-04-27,2025-04-29,2025-05-24,2026-10-21,2259.45,132.89,18,Monthly,Business_Expansion,Male,04-Apr-1999,Single,2,Agriculture,,136.98,1,None,EcoCash,Masvingo TCL8035,0,2025-06-12,2025-06-21,2025-07-23,2026-12-13,2193.16,129.01,18,Monthly,Home_Improvement,Female,05-May-1998,Married,5,Mining,94,964.27,3,None,Cash,Midlands FXA0346,5,2025-12-25,2025-12-29,2026-02-12,2026-03-29,299.48,143.05,3,Bi-Weekly,Funeral,Male,13-Mar-1996,Widowed,3,Informal_Sector,46,186.99,1,,Bank_Transfer,Mashonaland_East DGW1711,1,2025-01-21,2025-02-03,2025-03-12,2026-01-29,5628.52,117.31,12,Bi-Weekly,Stock_Purchase,Female,13-Sep-2004,Married,1,Retail_Trade,,279.2,0,None,Bank_Transfer,Masvingo MPI3843,3,2025-02-04,2025-02-09,2025-03-16,2025-08-08,1498.5,15.22,6,Monthly,Rent,Female,02-Jul-1986,Divorced,4,Education,58,344.9,1,Guarantor,Bank_Transfer,Manicaland ZGJ7391,0,2026-02-04,2026-02-06,2026-03-22,2027-07-31,3846.88,14.94,18,Monthly,Wedding,Male,01-Jun-1996,Single,4,Mining,58,760.4,2,Vehicle,Cash,Mashonaland_Central UXU2443,3,2025-09-05,2025-09-14,2025-10-24,2026-09-09,587.7,14.42,12,Monthly,Debt_Consolidation,Female,11-Jan-1999,Married,,Informal_Sector,,148.27,2,Vehicle,Bank_Transfer,Harare VMG4433,2,2025-08-01,2025-08-03,2025-09-07,2026-07-29,14729.54,108.44,12,Monthly,Equipment,Male,07-Feb-1988,Divorced,5,Telecom,97,2168.04,0,Guarantor,Cash,Manicaland YPL6662,2,2025-03-31,2025-04-15,2025-05-28,2027-04-05,1404.71,,24,Weekly,Equipment,Female,25-Nov-2003,Single,1,Retail_Trade,15,,0,None,Bank_Transfer,Midlands XZI3703,5,2025-10-24,2025-10-30,2025-12-01,2026-04-28,326.52,125.65,6,Bi-Weekly,Funeral,Female,12-May-1997,Married,2,Informal_Sector,8,235.4,1,None,EcoCash,Harare CHM5321,3,2025-08-21,2025-09-02,2025-10-10,2026-08-28,1933.46,76.16,12,Monthly,Rent,,18-Jun-1985,Married,7,,142,,4,Vehicle,EcoCash,Harare CZD0003,3,2024-12-14,2025-01-02,2025-02-13,2026-12-23,901.23,14.63,24,Monthly,Medical,Male,30-Jul-1990,Married,4,Education,30,219.19,0,,EcoCash,Harare UAE6199,4,2025-08-25,2025-09-05,2025-10-13,2028-08-20,11741.53,16.58,36,Monthly,Home_Improvement,Male,19-May-1997,Single,3,Retail_Trade,21,648.84,3,Livestock,Bank_Transfer,Harare ZHP3348,1,2025-08-06,2025-08-25,2025-09-28,2026-08-20,9799.5,145.45,12,Bi-Weekly,Equipment,Male,30-Nov-2001,Single,1,Manufacturing,24,1027.74,4,Vehicle,EcoCash,Harare CAY9941,0,2025-10-17,2025-10-18,2025-11-23,2026-04-16,2704.75,14.74,6,Monthly,Working_Capital,Female,06-Jan-2007,Single,0,Agriculture,11,297.72,2,Property,InnBucks,Mashonaland_West IDA0149,0,2025-05-01,2025-05-14,2025-06-20,2027-05-04,968.18,101.68,24,Monthly,Farming_Inputs,Male,01-Nov-1978,Married,,Informal_Sector,53,120.18,2,Livestock,OneMoney,Harare ZRV0689,2,2025-12-04,2025-12-12,2026-01-20,2026-12-07,2810.3,74.17,12,Monthly,Equipment,Female,09-Mar-1990,Single,2,Agriculture,,261.54,3,Property,Bank_Transfer,Bulawayo KAG0964,2,2025-08-03,2025-08-10,2025-09-07,2027-07-31,4234.73,68.9,24,Weekly,Farming_Inputs,Female,23-May-1972,Widowed,4,,42,654.83,3,Livestock,Bank_Transfer,Midlands BIV1231,4,2026-02-03,2026-02-05,2026-03-12,2027-07-30,3754.83,17.49,18,Monthly,Vehicle,Female,29-May-2006,Single,0,Informal_Sector,17,213.05,1,Vehicle,Bank_Transfer,Bulawayo OFY6640,1,2025-04-19,2025-05-01,2025-06-03,2026-04-26,3007.56,122.73,12,Monthly,Business_Expansion,Male,29-Oct-1978,,3,Agriculture,128,242.35,0,Vehicle,InnBucks,Mashonaland_West DCD9303,1,2025-12-29,2026-01-04,2026-02-10,2027-12-25,12310.21,102.83,24,Bi-Weekly,Business_Expansion,Male,14-Dec-1966,Married,4,Government,45,742.46,1,Vehicle,OneMoney,Mashonaland_Central BXK9899,4,2025-10-22,2025-10-25,2025-12-08,2029-10-04,10141.61,18.25,48,Monthly,Equipment,Female,05-Mar-1981,Married,3,Agriculture,20,,1,,InnBucks,Harare ZFH3397,1,2025-08-05,2025-08-23,2025-09-26,2027-08-13,2921.75,110.39,24,Weekly,Business_Expansion,Male,27-Mar-1989,Divorced,,Transport,27,504.46,4,Vehicle,Cash,Masvingo DWF6920,0,2025-12-13,2025-12-14,2026-01-23,2026-12-09,6163.92,155.71,12,Monthly,Stock_Purchase,Male,11-Aug-1994,Married,5,Finance,24,1637.35,1,Livestock,EcoCash,Mashonaland_Central XJB0970,0,2025-05-08,2025-05-12,2025-06-11,2027-05-02,2159.01,143.31,24,Monthly,Rent,Female,10-Dec-1985,Married,4,Manufacturing,119,602.76,4,Guarantor,Cash,Matabeleland_South YVY7207,0,2026-01-09,2026-01-17,2026-02-27,2027-01-12,1989.55,145.59,12,Monthly,Funeral,Female,18-Apr-1981,Married,1,Transport,87,432.1,2,Livestock,Bank_Transfer,Midlands NYK7788,5,2025-05-13,2025-05-17,2025-06-19,2025-08-15,218.03,157.67,3,Weekly,Medical,Male,15-Jul-1983,Married,2,Informal_Sector,21,239.36,1,None,Bank_Transfer,Harare MLS4709,0,2025-06-19,2025-06-27,2025-07-28,2025-09-25,1893.51,82.75,3,Bi-Weekly,Personal,Male,21-Sep-1991,Married,4,Informal_Sector,58,510.42,2,None,Cash,Harare YMW3766,5,2025-03-25,2025-03-27,2025-04-25,2025-04-26,347.34,142.71,1,Monthly,Funeral,Female,02-Jan-1998,Married,3,Transport,9,355.06,3,Property,InnBucks,Bulawayo GTT5147,5,2025-11-07,2025-11-22,2026-01-06,2026-02-20,643.76,146.51,3,Weekly,Rent,Female,29-Oct-1995,Married,1,Healthcare,76,464.11,0,Vehicle,Bank_Transfer,Bulawayo BRO1762,0,2025-05-01,2025-05-17,2025-06-24,2027-05-07,2484.79,118.71,24,Monthly,Livestock,Male,22-Apr-2005,Divorced,1,Healthcare,10,700.99,1,None,Cash,Mashonaland_West JWL9572,4,2025-08-13,2025-08-26,2025-10-03,2028-08-10,17540.27,17.98,36,Monthly,Vehicle,Male,06-Jun-1996,Married,3,Finance,19,1005.95,1,Vehicle,Bank_Transfer,Harare WMD8920,1,2025-04-05,2025-04-07,2025-05-05,2027-03-28,1535.17,108.74,24,Monthly,Equipment,Male,24-Sep-1995,Single,4,Informal_Sector,28,116.78,0,None,Cash,Midlands EAE4795,0,2026-01-11,2026-01-25,2026-03-01,2026-07-24,2633.54,97.09,6,Bi-Weekly,Business_Expansion,Male,22-Jun-1993,Married,1,Telecom,74,892.25,0,None,Bank_Transfer,Mashonaland_East CGY2385,2,2025-05-26,2025-06-12,2025-07-10,2026-06-07,1502.69,101.32,12,Monthly,Farming_Inputs,Male,30-May-1996,Divorced,3,Government,105,717.21,4,None,EcoCash,Mashonaland_East ADX0708,2,2025-01-01,2025-01-20,2025-02-25,2026-07-14,2939.58,78.9,18,Bi-Weekly,Farming_Inputs,Female,19-Apr-1999,Married,3,Healthcare,8,562.75,2,Savings,Bank_Transfer,Harare JGD1227,5,2025-11-16,2025-11-27,2026-01-06,2026-02-25,1296.56,137.36,3,Weekly,Medical,Male,28-Jun-2000,Single,6,NGO,15,674.41,1,Guarantor,Bank_Transfer,Mashonaland_West ZQQ0815,3,2025-08-24,2025-09-14,2025-10-12,2027-09-04,1253.32,11.66,24,Bi-Weekly,School_Fees,Male,27-Mar-1963,Married,2,,40,347.86,4,Savings,Bank_Transfer,Harare LGB2539,0,2025-09-28,2025-10-14,2025-11-13,2026-01-12,1035.84,15.97,3,Monthly,Farming_Inputs,Male,29-Sep-1979,Married,1,Informal_Sector,20,361.98,3,Guarantor,EcoCash,Harare DIY1538,5,2025-12-18,2025-12-27,2026-01-22,2026-02-25,100.41,22.56,2,Bi-Weekly,Rent,Male,06-Dec-1979,Married,,Agriculture,32,60.05,0,Vehicle,OneMoney,Harare SXD0066,1,2025-05-12,2025-05-27,2025-06-26,2026-05-22,1276.67,115.73,12,Monthly,Stock_Purchase,Male,03-Sep-1995,Single,0,Retail_Trade,13,226.54,1,Guarantor,EcoCash,Mashonaland_East DHG4347,4,2025-03-13,2025-03-22,2025-04-28,2028-03-06,7456.63,16.77,36,Monthly,Equipment,Male,02-May-1966,Married,4,Retail_Trade,,424.54,1,Savings,Cash,Manicaland IVL2875,2,2025-01-07,2025-01-08,2025-02-05,2026-01-03,4590.85,14.31,12,Monthly,Farming_Inputs,Male,07-Apr-1996,Divorced,2,Informal_Sector,45,331.21,0,Livestock,Bank_Transfer,Harare DXJ1576,4,2026-01-09,2026-01-19,2026-02-14,2029-01-03,6386.41,14.59,36,Monthly,Home_Improvement,Male,13-May-1970,Widowed,,Construction,27,378.08,2,None,Bank_Transfer,Matabeleland_South XXD3056,0,2025-08-24,2025-09-01,2025-10-05,2026-02-28,2490.64,16.42,6,Monthly,Stock_Purchase,Male,13-Sep-1975,Married,2,Government,76,619.49,6,Guarantor,OneMoney,Manicaland FKR8136,0,2024-12-24,2025-01-09,2025-02-16,2026-07-03,6553.8,15.55,18,Monthly,Debt_Consolidation,Female,04-Jan-1967,Widowed,2,Retail_Trade,128,945.51,0,Guarantor,EcoCash,Bulawayo XHS7469,5,2026-02-10,2026-02-26,2026-03-23,2026-03-28,2206.27,118.25,1,Weekly,Funeral,Male,07-Feb-1986,Married,2,Finance,71,952.34,2,None,Bank_Transfer,Harare JXY8304,3,2025-03-04,2025-03-21,2025-05-03,2026-09-12,1785.09,12.86,18,Weekly,Rent,Female,11-Sep-1958,Divorced,0,Healthcare,60,506.2,0,Savings,Bank_Transfer,Matabeleland_North XCO8396,4,2025-10-30,2025-11-10,2025-12-08,2026-11-05,4903.95,78.23,12,Monthly,Equipment,,17-Jun-2005,Single,3,Agriculture,16,330.76,6,Vehicle,InnBucks,Mashonaland_East SJW6493,3,2025-02-27,2025-03-05,2025-04-01,2026-08-27,1465.72,14.84,18,Monthly,School_Fees,Male,29-Jul-1960,Married,4,Retail_Trade,,268.83,4,Savings,Bank_Transfer,Mashonaland_East WNW9509,1,2025-11-25,2025-12-11,2026-01-23,2026-06-09,4191.79,105.59,6,Bi-Weekly,Business_Expansion,Male,26-Jul-1981,Married,4,Retail_Trade,34,,1,Guarantor,Cash,Mashonaland_West IIQ7956,0,2025-04-26,2025-04-28,2025-05-28,2025-10-25,3643.31,108.54,6,Monthly,Working_Capital,Female,07-Aug-1983,Married,3,Government,57,679.49,1,Property,EcoCash,Mashonaland_East ZGN8635,2,2025-08-20,2025-09-08,2025-10-14,2027-03-02,6425.32,83.03,18,Monthly,Farming_Inputs,Male,11-May-1980,Married,6,Construction,29,513.82,1,Savings,EcoCash,Harare OYS1674,0,2026-01-15,2026-01-27,2026-03-12,2026-04-27,2750.79,18.33,3,Bi-Weekly,Vehicle,Male,15-May-1998,Single,4,Education,45,754.13,5,Guarantor,EcoCash,Matabeleland_North LFN5026,0,2026-01-16,2026-01-26,2026-03-02,2028-01-16,1397.58,119.56,24,Monthly,Equipment,Female,09-Feb-1981,Married,5,Informal_Sector,24,356.72,1,Livestock,Cash,Harare QFM4433,2,2025-07-03,2025-07-12,2025-08-20,2026-07-07,1229.53,85.46,12,Monthly,Equipment,Male,09-Dec-1970,Married,7,Education,87,513.51,2,Guarantor,EcoCash,Harare SRP0203,2,2024-12-29,2025-01-11,2025-02-06,2025-10-08,787.59,9.25,9,Monthly,,Female,23-Nov-1981,Married,4,Agriculture,40,59.08,0,,Cash,Manicaland GTE8180,0,2025-01-28,2025-02-04,2025-03-13,2026-01-30,3004.56,119.25,12,Monthly,Wedding,Male,27-Nov-1977,Married,4,,,421.53,1,None,EcoCash,Harare BUV2825,0,2025-02-11,2025-02-25,2025-04-02,2025-08-24,838.55,15.26,6,Monthly,Home_Improvement,Male,29-Jun-1967,Married,1,Informal_Sector,28,278.22,1,Property,InnBucks,Harare UXO7662,0,2025-10-15,2025-10-21,2025-11-18,2026-04-19,2408.29,129.44,6,Monthly,Medical,Female,19-Nov-1980,Divorced,3,Healthcare,96,372.83,0,Property,InnBucks,Manicaland FBP0568,1,2025-07-11,2025-07-17,2025-08-28,2026-07-12,936.1,14.05,12,Monthly,Stock_Purchase,Male,23-Apr-1988,Single,1,Agriculture,86,83.37,1,Livestock,EcoCash,Harare UDU8112,2,2025-01-02,2025-01-16,2025-02-14,2025-10-13,2591.36,126.34,9,Monthly,Working_Capital,Female,08-Oct-1996,Married,0,Manufacturing,112,648.95,0,None,EcoCash,Bulawayo PAO7740,4,2025-05-12,2025-05-28,2025-07-05,2027-05-18,25873.57,15.54,24,Monthly,Home_Improvement,Male,12-Oct-1986,Single,2,Mining,60,1543.24,0,Vehicle,EcoCash,Manicaland YAK8421,3,2025-02-24,2025-02-25,2025-04-03,2026-02-20,775.38,79.24,12,Monthly,Debt_Consolidation,Male,13-Aug-1992,Divorced,2,Agriculture,57,204.52,0,,EcoCash,Manicaland GVN2038,2,2025-01-22,2025-02-02,2025-03-11,2025-08-01,2392.5,97.06,6,Monthly,Farming_Inputs,Female,14-Sep-1989,Married,3,Agriculture,20,245.18,1,Livestock,InnBucks,Bulawayo ZQP0382,3,2025-11-05,2025-11-20,2026-01-04,2027-11-10,3661.37,15.44,24,Monthly,School_Fees,Female,18-Apr-1969,Married,,Healthcare,131,863.3,1,Guarantor,Cash,Matabeleland_North CNQ6513,4,2025-07-06,2025-07-23,2025-08-26,2028-07-07,8316.17,89.55,36,Monthly,Vehicle,Male,22-Jan-1984,Divorced,6,Informal_Sector,7,510.85,0,Livestock,InnBucks,Harare PUY6632,1,2025-04-20,2025-04-24,2025-06-06,2025-10-21,14821.06,10.36,6,Monthly,Stock_Purchase,Female,07-Oct-1980,Widowed,3,Telecom,58,1078.85,2,None,InnBucks,Matabeleland_South BVP7323,3,2025-06-16,2025-06-29,2025-07-28,2026-06-24,696.63,91.77,12,Monthly,Personal,Male,08-Jul-1973,Married,,Informal_Sector,23,198.06,0,Savings,Bank_Transfer,Bulawayo RLM4016,0,2025-10-29,2025-11-19,2025-12-23,2027-05-13,1222.31,145.32,18,Monthly,Equipment,Female,09-Apr-1985,Divorced,3,Transport,101,539.83,5,Guarantor,EcoCash,Mashonaland_East YFG3055,3,2025-04-27,2025-05-01,2025-06-02,2026-04-26,982.43,17.28,12,Monthly,Personal,Female,08-Mar-1993,Single,0,Informal_Sector,16,317.59,1,Guarantor,EcoCash,Bulawayo IWU5623,0,2025-10-10,2025-10-16,2025-11-18,2027-04-09,857.75,14.95,18,Bi-Weekly,Livestock,Male,30-Jul-1974,Married,2,,9,154.01,4,None,Bank_Transfer,Mashonaland_Central HRN6899,4,2025-04-10,2025-04-21,2025-06-05,2028-04-05,8902.95,18.18,36,Monthly,Vehicle,Male,29-Jan-1969,Single,,Mining,,608.47,3,Savings,Bank_Transfer,Bulawayo QEE6261,1,2025-10-01,2025-10-21,2025-11-18,2026-10-16,9175.14,94.58,12,Weekly,Business_Expansion,Male,31-Jan-1999,Married,,Transport,,,1,Vehicle,EcoCash,Matabeleland_North MTQ0293,2,2025-11-20,2025-11-25,2026-01-09,2027-11-15,6246.07,95.74,24,Monthly,Farming_Inputs,Male,29-Jul-1991,Married,,Agriculture,161,490.56,3,,OneMoney,Manicaland MVC1429,1,2025-07-27,2025-08-17,2025-09-27,2028-08-01,7914.62,14.23,36,Monthly,Business_Expansion,Male,03-Feb-1960,Married,5,Agriculture,,355.33,1,Vehicle,Cash,Manicaland WRG2254,1,2025-04-26,2025-05-17,2025-06-15,2028-05-01,31318.19,131.71,36,Monthly,Equipment,Female,30-Apr-1983,Married,3,Mining,,1292.54,0,Livestock,InnBucks,Bulawayo ZCN9897,0,2024-12-29,2025-01-15,2025-02-15,2027-01-05,1990.43,137.2,24,Bi-Weekly,Wedding,Female,26-Sep-1990,,3,Healthcare,,876.14,4,Vehicle,InnBucks,Mashonaland_East OZP4495,2,2025-10-21,2025-10-31,2025-12-15,2026-04-29,3521.31,112.67,6,Monthly,Livestock,Female,02-Apr-1964,Divorced,3,Informal_Sector,9,525.54,3,Guarantor,Cash,Mashonaland_West DLN5343,4,2025-01-13,2025-01-14,2025-02-28,2027-12-30,7414.59,15.62,36,Monthly,Equipment,Female,12-Jun-1978,Single,0,Agriculture,79,364.86,2,Property,InnBucks,Manicaland JEK4684,3,2025-11-08,2025-11-10,2025-12-10,2026-11-05,410.47,15.15,12,Monthly,Medical,Female,20-Jun-2002,Single,,Informal_Sector,25,208.23,0,Guarantor,Cash,Mashonaland_Central SJL6931,0,2025-11-23,2025-11-26,2026-01-08,2026-11-21,2710.54,80.85,12,Monthly,Rent,Male,17-Aug-1993,Married,3,Manufacturing,37,533.73,3,Guarantor,EcoCash,Harare ZSW8276,0,2025-03-30,2025-04-09,2025-05-07,2025-10-06,2180.22,89.39,6,Monthly,Stock_Purchase,Male,30-Mar-1983,Married,4,Mining,28,712.55,2,Guarantor,Bank_Transfer,Matabeleland_North WSV2609,0,2025-09-08,2025-09-20,2025-10-28,2027-03-14,617.02,17.49,18,Monthly,Working_Capital,Male,02-Oct-1969,Married,3,Informal_Sector,,102.33,1,None,InnBucks,Harare MHV7737,0,2025-06-11,2025-06-13,2025-07-28,2025-12-10,305.97,15.38,6,Monthly,Equipment,Male,04-Jun-1976,Single,3,Agriculture,62,117.03,1,Savings,OneMoney,Bulawayo YRR8549,4,2026-02-05,2026-02-24,2026-04-10,2030-02-03,17473.5,103.56,48,Monthly,Home_Improvement,Female,27-Apr-1982,Married,4,Telecom,94,1997.87,0,Vehicle,Bank_Transfer,Harare ERV1528,3,2025-01-11,2025-01-24,2025-03-04,2027-01-14,303.14,17.46,24,Monthly,School_Fees,Male,27-Jun-1982,Divorced,6,Informal_Sector,10,117.74,0,Guarantor,Cash,Manicaland NOF6559,2,2025-06-12,2025-06-23,2025-07-22,2027-06-13,730.66,90.84,24,Monthly,Working_Capital,Female,18-Mar-1994,Married,0,Agriculture,10,129.9,1,,Bank_Transfer,Bulawayo TBX6932,1,2026-02-16,2026-02-19,2026-03-22,2028-02-09,1464.32,135.85,24,Bi-Weekly,Business_Expansion,Female,15-Jan-1992,Married,2,Informal_Sector,42,246.86,3,Property,Bank_Transfer,Harare TRM8176,4,2025-09-19,2025-10-02,2025-11-09,2026-09-27,2186.31,17.03,12,Monthly,Vehicle,Male,22-Sep-1970,Married,3,Informal_Sector,24,109.27,2,Guarantor,EcoCash,Mashonaland_Central ARS4511,2,2025-08-02,2025-08-03,2025-09-03,2026-07-29,3015.32,14.28,12,Monthly,Farming_Inputs,Female,05-Jun-1983,Divorced,5,Manufacturing,43,483.28,1,None,EcoCash,Masvingo HRW1770,0,2025-08-21,2025-08-28,2025-09-26,2027-02-19,3700.18,146.05,18,Monthly,School_Fees,Female,14-Aug-1996,Single,6,Government,8,703.37,3,Savings,Bank_Transfer,Mashonaland_West KBM1789,2,2025-11-06,2025-11-16,2025-12-23,2026-11-11,2096.15,70.4,12,Bi-Weekly,Equipment,Female,09-Jun-1974,Married,3,Informal_Sector,13,114.9,2,Property,Cash,Bulawayo CLS5313,4,2025-11-22,2025-11-28,2025-12-23,2029-11-07,9905.1,12.51,48,Bi-Weekly,Equipment,Male,21-Jan-1981,Married,8,Transport,25,294.26,1,Vehicle,EcoCash,Harare SYP7066,2,2026-01-31,2026-02-06,2026-03-11,2027-07-31,13212.47,87.73,18,Bi-Weekly,Equipment,Male,24-Jan-2000,Married,,Finance,16,1726.84,5,Livestock,EcoCash,Mashonaland_West BAC6711,1,2025-10-20,2025-11-03,2025-12-10,2028-10-18,45463.14,14.43,36,Monthly,Equipment,Male,13-Jan-2006,Single,2,Finance,6,1942.95,3,Guarantor,InnBucks,Manicaland SKE2290,4,2025-07-25,2025-08-13,2025-09-14,2029-07-23,7275.83,14.86,48,Bi-Weekly,Equipment,Female,22-Sep-1993,Married,2,Informal_Sector,35,275.3,5,Property,Cash,Bulawayo JIQ6981,3,2026-02-21,2026-02-28,2026-04-01,2027-02-23,1985.32,11.37,12,Monthly,Personal,Female,30-Sep-1979,Married,2,Agriculture,72,521.18,0,Guarantor,,Bulawayo BVO7960,0,2025-08-28,2025-09-03,2025-10-10,2025-12-02,3316.55,17.83,3,Bi-Weekly,Vehicle,Female,03-Apr-1981,Widowed,3,Government,22,821.8,2,Guarantor,Bank_Transfer,Mashonaland_East ZUA2626,2,2025-05-12,2025-05-16,2025-06-14,2027-05-06,1322.61,94.35,24,Monthly,Equipment,Female,09-Sep-1998,Divorced,0,Informal_Sector,34,134.47,1,Property,Bank_Transfer,Bulawayo MSG8259,4,2025-05-27,2025-06-13,2025-07-24,2028-05-28,8985.99,16.58,36,Monthly,Equipment,Female,10-Jan-1986,Divorced,3,Healthcare,121,658.96,1,Livestock,InnBucks,Bulawayo PCC0360,3,2025-02-27,2025-03-04,2025-04-01,2027-02-22,1002.46,13.47,24,Monthly,Personal,Female,25-Jul-1984,Married,5,,37,214.43,5,Guarantor,InnBucks,Bulawayo JFE9003,1,2025-03-18,2025-03-31,2025-05-08,2026-03-26,4866.57,13.68,12,Monthly,Business_Expansion,Male,23-Jul-1991,Married,1,Healthcare,84,,4,Savings,EcoCash,Harare FLS9182,4,2026-02-09,2026-02-19,2026-03-19,2029-02-03,5242.74,13.97,36,Monthly,Home_Improvement,Male,10-Mar-2000,Single,2,Informal_Sector,4,177.54,1,Vehicle,Bank_Transfer,Mashonaland_West PAM1280,2,2025-06-02,2025-06-11,2025-07-26,2026-06-06,2097.67,83.0,12,Bi-Weekly,Livestock,Male,12-Jul-1957,Widowed,4,Government,158,384.25,0,Property,Bank_Transfer,Mashonaland_Central BYU2321,4,2025-03-04,2025-03-19,2025-04-17,2026-09-10,5980.46,15.88,18,Monthly,Home_Improvement,Male,13-Sep-1985,Married,3,Construction,74,,1,Livestock,EcoCash,Mashonaland_East CXM5506,1,2025-12-18,2025-12-25,2026-01-23,2027-12-15,3934.83,100.39,24,Monthly,Working_Capital,Male,13-Jun-1967,Married,5,Government,65,486.06,1,Savings,Cash,Harare QBY7302,1,2025-05-14,2025-05-26,2025-07-07,2026-05-21,10635.62,104.68,12,Monthly,Stock_Purchase,Female,02-Dec-1995,Divorced,3,Mining,65,511.3,0,Property,Bank_Transfer,Matabeleland_South JUK1901,4,2026-02-03,2026-02-24,2026-03-23,2027-08-18,11145.7,17.27,18,Monthly,Vehicle,Female,13-Apr-1983,Single,4,Informal_Sector,56,567.06,1,Vehicle,Bank_Transfer,Bulawayo BWP0584,2,2025-05-08,2025-05-22,2025-06-27,2027-05-12,5244.87,12.05,24,Monthly,Livestock,Male,26-Jun-1982,Divorced,4,Manufacturing,36,601.86,1,Property,Bank_Transfer,Bulawayo UXP8211,0,2025-05-12,2025-05-24,2025-07-03,2027-05-14,1185.9,126.7,24,Monthly,Stock_Purchase,Female,27-Sep-2003,Single,1,Construction,28,270.9,1,Savings,EcoCash,Harare ZAY8802,3,2025-11-03,2025-11-24,2026-01-07,2027-11-14,249.37,17.99,24,Monthly,Debt_Consolidation,Male,27-May-1973,Married,5,Agriculture,70,152.74,3,Guarantor,Bank_Transfer,Bulawayo QGZ5092,2,2025-08-02,2025-08-10,2025-09-23,2027-02-01,493.16,75.11,18,Monthly,Farming_Inputs,Female,18-Sep-1992,Married,1,Agriculture,42,160.33,1,Guarantor,Bank_Transfer,Midlands PLT2750,4,2025-06-05,2025-06-23,2025-07-28,2028-06-07,14458.85,20.52,36,Monthly,Equipment,Male,05-Jan-1995,Single,3,Manufacturing,153,824.04,1,Property,EcoCash,Harare RET4270,5,2025-04-04,2025-04-12,2025-05-22,2025-10-09,446.49,152.09,6,Weekly,Funeral,Male,07-Dec-1977,Divorced,6,Construction,48,,3,Guarantor,EcoCash,Mashonaland_East SVB9714,4,2025-12-06,2025-12-24,2026-01-28,2027-06-17,9577.48,18.89,18,Monthly,Vehicle,Female,20-Oct-1993,Divorced,2,Healthcare,48,602.07,1,Property,Cash,Harare PGJ2505,5,2025-06-25,2025-07-05,2025-08-18,2025-10-03,1194.1,155.65,3,Weekly,Medical,Male,24-Dec-1974,Married,2,,31,803.46,4,Guarantor,InnBucks,Mashonaland_East XCR2667,2,2025-04-23,2025-04-25,2025-05-25,2026-01-20,4080.25,12.88,9,Monthly,Farming_Inputs,Female,12-Jan-2006,Single,2,Government,15,538.41,5,Vehicle,InnBucks,Mashonaland_East RLL3403,1,2025-04-29,2025-05-08,2025-06-14,2026-10-30,24087.1,12.59,18,Monthly,Stock_Purchase,Female,18-May-1967,Married,4,NGO,52,1814.95,7,,EcoCash,Bulawayo XMP9341,1,2025-04-15,2025-04-27,2025-06-02,2027-04-17,4530.83,147.98,24,Monthly,Business_Expansion,Female,06-Oct-2001,Married,1,Informal_Sector,,365.6,1,Guarantor,Cash,Midlands WSF4408,4,2025-02-13,2025-03-04,2025-04-03,2029-02-11,9000.21,19.19,48,Monthly,Equipment,Female,10-Aug-1957,Married,3,Transport,42,633.74,1,Vehicle,InnBucks,Bulawayo KQS5528,2,2025-05-28,2025-06-13,2025-07-15,2026-03-10,3007.24,81.4,9,Monthly,Equipment,Male,09-Sep-1965,Married,2,Informal_Sector,41,281.86,0,None,EcoCash,Midlands ORQ2079,5,2025-04-28,2025-05-03,2025-05-28,2025-06-02,1336.23,138.44,1,Bi-Weekly,Medical,Male,08-Mar-1997,Single,0,Finance,93,,0,None,Bank_Transfer,Manicaland DYG9890,1,2025-06-01,2025-06-08,2025-07-22,2026-06-03,5115.6,15.86,12,Weekly,Equipment,Male,18-Jul-1997,Single,3,Mining,24,523.93,1,None,EcoCash,Bulawayo JCO9274,2,2025-01-15,2025-01-28,2025-02-25,2026-07-22,2274.31,121.01,18,Monthly,Working_Capital,Female,26-Dec-1993,Married,3,,13,,0,Livestock,Bank_Transfer,Midlands RTZ6364,3,2025-08-11,2025-08-24,2025-09-25,2026-08-19,2195.66,16.54,12,Monthly,Rent,Male,03-Oct-1981,Married,1,Retail_Trade,40,636.6,4,Savings,EcoCash,Midlands MZW1799,3,2025-02-18,2025-02-23,2025-04-01,2026-02-18,719.56,15.23,12,Monthly,Personal,Male,07-Jan-2003,Single,2,Agriculture,7,272.8,2,None,EcoCash,Masvingo EJB1355,1,2025-11-19,2025-12-07,2026-01-06,2026-12-02,3209.21,93.45,12,Weekly,Business_Expansion,Female,08-Apr-1973,Widowed,0,Agriculture,144,143.17,1,Property,EcoCash,Masvingo DXW3959,3,2025-07-01,2025-07-12,2025-08-13,2027-07-02,1669.15,13.18,24,Weekly,Rent,,28-Apr-1992,Married,3,,75,561.52,1,Guarantor,Bank_Transfer,Mashonaland_Central XBW1111,3,2025-01-29,2025-02-08,2025-03-08,2026-08-02,1277.46,12.23,18,Monthly,Rent,Male,17-Jan-2001,Married,3,,,342.83,3,None,Cash,Masvingo KBU6474,3,2025-04-16,2025-04-17,2025-05-15,2026-04-12,7344.86,19.14,12,Monthly,School_Fees,Female,21-Jan-1984,Married,2,Telecom,82,2286.56,4,None,Cash,Manicaland FCK8370,3,2025-02-26,2025-03-08,2025-04-21,2026-08-30,1203.06,12.89,18,Monthly,Medical,Male,13-Aug-1992,Single,0,Retail_Trade,51,670.63,2,Savings,OneMoney,Matabeleland_South DEK2690,2,2025-07-15,2025-07-21,2025-08-24,2027-01-12,8433.3,90.23,18,Monthly,Livestock,Male,14-Feb-1965,Married,6,Retail_Trade,43,538.83,0,None,Bank_Transfer,Bulawayo AHU3775,2,2025-05-22,2025-06-08,2025-07-12,2027-05-29,7870.43,11.36,24,Monthly,Livestock,Male,30-Mar-1992,Married,2,Education,16,412.28,1,Savings,InnBucks,Harare OYF9560,0,2025-04-11,2025-04-17,2025-05-17,2025-10-14,1141.83,135.35,6,Monthly,Funeral,Male,14-May-1978,Married,4,Government,59,578.22,1,Guarantor,EcoCash,Midlands PPE7467,2,2025-07-19,2025-07-30,2025-09-06,2026-07-25,4200.16,111.98,12,Monthly,Livestock,Male,26-Jun-1982,Divorced,0,Mining,144,704.37,0,Property,Cash,Mashonaland_West QFZ6666,2,2025-07-13,2025-07-16,2025-08-11,2027-07-06,3808.67,87.57,24,Monthly,Working_Capital,Male,25-Nov-1988,Married,,Retail_Trade,110,638.44,2,Livestock,EcoCash,Bulawayo SND9604,4,2025-12-13,2025-12-27,2026-02-10,2027-12-17,17905.6,16.29,24,Monthly,Equipment,Female,15-Jul-1972,Single,5,Government,79,552.44,0,None,Bank_Transfer,Midlands JCH0911,1,2025-06-11,2025-06-25,2025-07-25,2025-12-22,5063.9,135.96,6,Bi-Weekly,Business_Expansion,Female,26-Feb-1991,Single,4,Government,65,795.73,0,Savings,EcoCash,Bulawayo XCZ5219,2,2025-04-13,2025-05-03,2025-06-01,2026-04-28,3677.32,101.39,12,Monthly,Farming_Inputs,Male,13-Sep-1994,Single,4,Finance,3,1235.46,0,Livestock,Cash,Matabeleland_South DFS7754,1,2025-02-07,2025-02-24,2025-04-07,2026-02-19,7012.54,85.08,12,Bi-Weekly,Working_Capital,Female,06-Jul-1964,Married,,Finance,109,842.8,0,Property,EcoCash,Matabeleland_South QER0038,0,2026-02-21,2026-02-24,2026-04-07,2027-02-19,1786.56,118.38,12,Monthly,Business_Expansion,Male,20-Nov-2005,Married,2,Government,21,439.2,0,None,Bank_Transfer,Masvingo PIQ5708,1,2025-09-06,2025-09-25,2025-10-28,2026-03-24,5035.84,132.36,6,Monthly,Working_Capital,Female,02-Dec-1995,Married,5,Healthcare,94,298.83,3,Vehicle,Cash,Midlands SBM3940,3,2025-12-06,2025-12-07,2026-01-19,2027-05-31,2128.23,14.63,18,Monthly,School_Fees,Male,09-Oct-1965,,4,Transport,136,653.17,0,Property,Cash,Matabeleland_North REU8468,5,2025-04-04,2025-04-05,2025-05-15,2025-06-04,232.11,132.19,2,Bi-Weekly,,Female,20-May-2000,Married,3,Agriculture,31,139.81,1,None,Bank_Transfer,Harare KUN9469,1,2025-01-04,2025-01-05,2025-02-05,2027-12-21,5446.89,95.64,36,Monthly,Stock_Purchase,Male,28-Aug-1981,Married,,Agriculture,51,271.07,2,Savings,InnBucks,Mashonaland_East FNG6130,0,2025-03-11,2025-03-19,2025-04-19,2026-09-10,2733.39,146.93,18,Bi-Weekly,Working_Capital,Male,31-Mar-2005,Single,1,Government,43,870.19,0,Guarantor,Bank_Transfer,Bulawayo AMV7041,1,2025-03-19,2025-04-04,2025-05-13,2028-03-19,7534.32,113.86,36,Monthly,Working_Capital,Male,29-May-1968,Married,1,Informal_Sector,41,395.88,0,Vehicle,OneMoney,Harare VQC3734,5,2025-04-17,2025-04-23,2025-05-23,2025-10-20,1335.2,165.31,6,Bi-Weekly,Rent,Male,22-Jun-2007,Married,1,Healthcare,8,847.94,0,Savings,EcoCash,Bulawayo BCG6211,2,2025-02-14,2025-03-01,2025-04-02,2027-02-19,1914.06,9.03,24,Monthly,Farming_Inputs,Female,24-Jan-2005,Single,2,Agriculture,,160.85,2,Livestock,Bank_Transfer,Harare FCV0094,2,2025-09-29,2025-10-01,2025-11-13,2027-03-25,8994.47,102.41,18,Monthly,Livestock,Male,06-Dec-1983,Widowed,3,Manufacturing,,601.2,0,Savings,InnBucks,Harare LJO1761,1,2025-06-04,2025-06-15,2025-07-20,2025-12-12,3252.34,14.42,6,Monthly,Business_Expansion,Female,28-Sep-1997,,2,Agriculture,83,270.54,0,Guarantor,Cash,Matabeleland_South VXQ1519,2,2025-08-12,2025-08-31,2025-10-02,2026-02-27,1760.49,85.2,6,Weekly,Working_Capital,Female,24-Dec-2002,Single,2,Retail_Trade,21,230.91,2,Livestock,OneMoney,Harare XDG0394,2,2025-12-29,2025-12-30,2026-02-06,2026-12-25,6410.34,12.37,12,Monthly,Livestock,Male,08-Apr-1991,Widowed,5,Healthcare,78,664.04,5,Savings,Bank_Transfer,Mashonaland_West ZCA2183,0,2025-10-05,2025-10-23,2025-12-01,2027-04-16,1028.51,16.49,18,Monthly,Business_Expansion,Female,22-Apr-1974,,4,Retail_Trade,19,518.36,3,None,Cash,Matabeleland_South DEY5036,0,2025-07-04,2025-07-23,2025-09-05,2026-07-18,1174.42,19.05,12,Monthly,Medical,Female,10-May-1997,Married,5,Agriculture,53,448.4,3,Property,OneMoney,Manicaland DOA2936,3,2025-08-04,2025-08-13,2025-09-14,2027-08-03,2843.9,11.57,24,Monthly,Personal,Male,10-Feb-1995,Married,2,Retail_Trade,59,578.91,1,Guarantor,EcoCash,Midlands ZBZ1111,3,2025-04-13,2025-04-27,2025-06-04,2026-04-22,3157.21,15.13,12,Monthly,Personal,Male,12-Dec-2005,Married,1,Finance,12,838.56,0,None,OneMoney,Mashonaland_West KTE4563,3,2025-07-25,2025-08-11,2025-09-24,2026-02-07,284.47,15.48,6,Monthly,Personal,Female,04-Oct-1962,Married,4,Agriculture,57,55.03,1,Vehicle,EcoCash,Manicaland JHM5827,1,2026-01-03,2026-01-12,2026-02-15,2028-01-02,2542.22,13.27,24,Monthly,Stock_Purchase,Male,23-Oct-1958,Widowed,,Construction,125,186.18,1,None,EcoCash,Bulawayo IDF9791,0,2025-07-18,2025-07-29,2025-09-03,2026-01-25,1935.25,99.98,6,Monthly,Medical,Female,08-May-1976,Married,4,Finance,78,1346.76,1,Property,EcoCash,Harare YWO8363,1,2025-03-24,2025-03-31,2025-04-28,2026-03-26,2981.49,,12,Monthly,Business_Expansion,Female,20-Oct-1973,Widowed,3,Agriculture,101,303.7,1,Guarantor,EcoCash,Manicaland ZQU9039,2,2025-11-14,2025-11-16,2025-12-19,2026-11-11,1599.73,130.16,12,Monthly,Working_Capital,Male,19-Aug-2005,Single,1,Informal_Sector,,179.39,5,Livestock,EcoCash,Manicaland RLW7170,5,2025-12-21,2025-12-24,2026-02-03,2026-03-24,247.4,146.19,3,Monthly,Funeral,Female,09-Apr-1992,Single,1,Agriculture,28,208.78,5,Guarantor,OneMoney,Harare RXK9841,0,2026-02-13,2026-02-19,2026-04-02,2026-05-20,3821.75,145.34,3,Monthly,Farming_Inputs,Male,15-Apr-1967,Married,3,Education,61,733.28,0,Guarantor,Bank_Transfer,Midlands ALU4463,2,2025-10-24,2025-11-08,2025-12-04,2026-11-03,1384.42,10.97,12,Monthly,Livestock,Male,29-Jul-2004,Single,,Agriculture,20,174.52,3,None,Cash,Masvingo SFE0721,2,2026-02-09,2026-02-11,2026-03-26,2026-08-10,1847.66,97.71,6,Monthly,Working_Capital,Female,06-Oct-1994,Married,4,Informal_Sector,5,284.68,1,Guarantor,EcoCash,Matabeleland_North SQE0323,0,2025-02-25,2025-03-05,2025-03-28,2026-02-28,4212.69,17.32,12,Monthly,Working_Capital,Female,05-Aug-1965,Divorced,5,Mining,42,444.26,2,,InnBucks,Mashonaland_West QDZ4395,2,2025-10-31,2025-11-15,2025-12-17,2027-05-09,5318.61,80.68,18,Bi-Weekly,Farming_Inputs,Female,12-Jun-2004,Single,1,Agriculture,9,340.3,4,Guarantor,EcoCash,Bulawayo GBJ3518,3,2025-06-17,2025-06-29,2025-08-05,2027-06-19,1808.1,12.49,24,Monthly,Personal,Female,12-May-1965,Married,6,Informal_Sector,27,370.9,2,,InnBucks,Mashonaland_West ZGE8545,3,2025-08-29,2025-09-17,2025-10-21,2026-03-16,3098.78,16.49,6,Monthly,,Female,06-May-1971,Married,2,,29,940.31,3,Vehicle,OneMoney,Harare XKA3092,0,2025-12-13,2025-12-31,2026-02-12,2026-12-26,2835.22,18.07,12,Bi-Weekly,Rent,Female,11-Mar-1994,Married,2,Manufacturing,68,773.94,3,None,OneMoney,Masvingo YKI5936,2,2025-01-02,2025-01-20,2025-02-19,2026-01-15,7615.25,98.7,12,Monthly,Livestock,Male,11-Dec-1962,Married,2,Healthcare,66,674.79,4,None,Cash,Mashonaland_Central PZK1377,1,2025-09-22,2025-10-01,2025-10-28,2026-03-30,6042.59,89.71,6,Monthly,Business_Expansion,Male,26-Aug-1997,Married,6,Retail_Trade,9,873.59,1,Vehicle,OneMoney,Manicaland JLZ9491,3,2026-01-19,2026-01-21,2026-02-28,2027-07-15,1165.11,15.28,18,Monthly,School_Fees,Male,02-Jan-1966,Divorced,4,Agriculture,52,254.33,5,Guarantor,EcoCash,Harare ZVR0041,1,2025-04-14,2025-04-20,2025-05-21,2027-04-10,7201.43,124.5,24,Monthly,Stock_Purchase,Female,03-Dec-1992,Married,5,Retail_Trade,121,575.35,3,Savings,OneMoney,Midlands MJP3198,2,2025-09-25,2025-10-02,2025-11-16,2027-09-22,2800.12,113.75,24,Monthly,Working_Capital,Male,01-Jan-2006,Single,1,Agriculture,10,302.27,0,Savings,EcoCash,Harare UQE0138,3,2025-05-19,2025-06-02,2025-07-17,2027-05-23,1760.66,13.47,24,Monthly,Debt_Consolidation,Female,28-Oct-1961,Divorced,5,Education,99,388.59,0,Vehicle,Bank_Transfer,Masvingo TUW0269,2,2025-10-06,2025-10-21,2025-11-22,2026-07-18,3545.24,120.62,9,Monthly,Working_Capital,Female,03-Feb-1957,Widowed,3,Informal_Sector,39,581.24,1,Vehicle,EcoCash,Harare ISP0465,1,2024-12-29,2025-01-10,2025-02-24,2026-12-31,7824.62,13.14,24,Monthly,Business_Expansion,Male,23-Nov-1969,Single,6,Transport,,554.91,0,None,Cash,Harare XAL5847,0,2025-10-07,2025-10-15,2025-11-20,2026-01-13,634.55,134.57,3,Monthly,Personal,Male,08-Mar-1969,Married,1,Informal_Sector,31,,5,Savings,EcoCash,Harare PRM3708,4,2025-05-22,2025-06-10,2025-07-06,2028-05-25,6677.52,82.83,36,Monthly,Vehicle,Male,10-May-1963,Divorced,4,Informal_Sector,14,398.61,2,Livestock,EcoCash,Harare AYO1985,1,2025-10-24,2025-11-04,2025-12-08,2027-10-25,15871.03,90.52,24,Monthly,Equipment,Female,24-Jun-1979,Married,5,Transport,16,834.53,5,None,EcoCash,Midlands EGX0726,2,2025-01-19,2025-02-05,2025-03-03,2027-01-26,5149.39,13.51,24,Monthly,Farming_Inputs,Female,25-May-1977,Married,0,Construction,81,1015.9,4,Savings,EcoCash,Harare JDR7035,0,2025-10-07,2025-10-09,2025-11-15,2026-10-04,1965.98,16.88,12,Monthly,Vehicle,Male,05-Jan-1977,Married,3,Agriculture,54,375.56,3,Livestock,EcoCash,Bulawayo MSS9255,0,2025-06-20,2025-07-10,2025-08-13,2027-06-30,1546.52,107.82,24,Monthly,Business_Expansion,Male,05-Feb-1967,Married,5,Informal_Sector,46,474.67,0,None,Bank_Transfer,Matabeleland_South WIY7208,3,2025-04-09,2025-04-25,2025-05-21,2026-04-20,2041.2,15.97,12,Bi-Weekly,Debt_Consolidation,Male,18-Feb-1983,Single,3,Government,93,818.87,2,None,Cash,Manicaland VAD2698,2,2025-06-15,2025-07-06,2025-08-09,2027-06-26,6594.06,86.13,24,Monthly,Farming_Inputs,Female,10-Dec-2001,Single,2,Retail_Trade,14,723.64,3,Livestock,Cash,Manicaland ITS5025,5,2025-03-18,2025-03-20,2025-05-03,2025-05-19,357.71,154.48,2,Monthly,Medical,Female,12-Jan-1992,Single,3,Agriculture,99,203.42,5,Guarantor,EcoCash,Mashonaland_East ACG1389,2,2025-02-25,2025-03-11,2025-04-20,2025-09-07,8340.28,14.88,6,Monthly,Equipment,Male,03-Jan-1976,Married,2,Transport,,516.42,1,Livestock,Bank_Transfer,Bulawayo JNT1094,4,2025-07-28,2025-08-16,2025-09-12,2027-02-07,7606.3,19.17,18,Monthly,Home_Improvement,Male,11-Jul-1969,Married,4,NGO,72,569.93,0,Vehicle,Bank_Transfer,Masvingo SEY5120,1,2025-10-26,2025-11-13,2025-12-23,2026-05-12,1193.57,132.11,6,Monthly,Business_Expansion,Male,16-Mar-1975,Married,2,Construction,88,165.82,0,Savings,OneMoney,Midlands XDA2651,2,2026-02-16,2026-02-28,2026-04-04,2027-02-23,4174.8,90.2,12,Monthly,Working_Capital,Female,03-Jul-1992,Married,2,Construction,111,425.01,0,Guarantor,EcoCash,Manicaland BIL0129,1,2025-11-16,2025-11-28,2025-12-28,2026-11-23,11194.92,14.09,12,Bi-Weekly,Business_Expansion,Female,27-Apr-1979,Married,2,Transport,119,899.54,3,Vehicle,Cash,Mashonaland_East TZN3360,0,2025-06-10,2025-06-29,2025-07-28,2025-12-26,1649.23,112.36,6,Monthly,Working_Capital,Male,05-Sep-1984,Married,6,Agriculture,100,204.15,3,None,Bank_Transfer,Midlands OHS4922,0,2025-09-09,2025-09-22,2025-10-27,2027-09-12,3370.84,120.86,24,Monthly,Personal,Female,09-Nov-1981,Single,5,Construction,14,630.54,6,Livestock,Cash,Midlands YOJ2699,1,2025-03-19,2025-03-28,2025-04-22,2026-03-23,11010.88,16.65,12,Monthly,Business_Expansion,Female,02-Sep-1964,Married,3,Retail_Trade,30,696.79,0,Vehicle,EcoCash,Mashonaland_West HUM6721,1,2025-07-06,2025-07-20,2025-09-03,2027-07-10,22217.14,117.87,24,Monthly,Stock_Purchase,Male,03-May-1983,Married,3,Finance,33,,4,Vehicle,Cash,Mashonaland_West EHP7372,1,2025-12-23,2026-01-07,2026-02-02,2028-12-22,1979.36,130.49,36,Monthly,Stock_Purchase,Female,11-Sep-1966,Married,2,Agriculture,31,126.61,1,,EcoCash,Bulawayo MDW3871,4,2025-08-01,2025-08-08,2025-09-13,2027-07-29,3759.02,13.22,24,Monthly,Equipment,Female,31-Dec-1984,Married,6,Agriculture,91,223.44,6,Savings,EcoCash,Manicaland HAM5349,1,2025-01-08,2025-01-26,2025-03-04,2026-07-20,850.11,130.76,18,Monthly,Working_Capital,Male,24-Oct-1991,Married,3,Agriculture,72,181.84,1,Savings,EcoCash,Mashonaland_Central VVV0077,4,2025-07-02,2025-07-22,2025-09-02,2028-07-06,17804.8,18.12,36,Monthly,Equipment,Male,11-Sep-1959,,6,Manufacturing,36,472.1,1,None,InnBucks,Manicaland JYP6084,3,2025-02-19,2025-03-01,2025-03-26,2025-08-28,2998.02,76.24,6,Monthly,School_Fees,Male,12-Jan-1972,Single,6,Retail_Trade,40,876.18,0,Savings,Bank_Transfer,Harare AZX2542,3,2025-03-09,2025-03-22,2025-04-28,2026-03-17,6720.04,16.73,12,Monthly,Medical,Male,05-Oct-1981,Widowed,4,Finance,142,2241.76,5,Vehicle,Bank_Transfer,Manicaland QKX4992,1,2025-03-21,2025-03-26,2025-04-20,2026-03-21,5526.7,103.47,12,Monthly,Stock_Purchase,Male,16-Jan-1976,Married,8,Agriculture,42,,1,Property,EcoCash,Mashonaland_West VJZ2239,4,2025-03-12,2025-03-28,2025-05-02,2028-03-12,23296.22,94.97,36,Monthly,Home_Improvement,Male,10-Mar-1985,Married,3,Healthcare,34,683.13,2,Vehicle,OneMoney,Masvingo ZFT9927,3,2025-09-17,2025-10-04,2025-10-28,2026-04-02,1628.93,14.44,6,Monthly,Debt_Consolidation,Female,07-Aug-1997,Married,3,Transport,81,411.28,8,None,Bank_Transfer,Mashonaland_East EPV1130,1,2025-05-05,2025-05-12,2025-06-14,2026-05-07,6505.58,108.46,12,Monthly,Equipment,Male,22-Sep-1987,Married,2,Government,76,417.43,4,Property,InnBucks,Mashonaland_East ESO4684,5,2026-02-06,2026-02-27,2026-03-24,2026-03-29,701.81,130.3,1,Bi-Weekly,Medical,Female,11-Mar-2007,Single,1,Manufacturing,10,680.13,0,,Cash,Matabeleland_South RBA8751,1,2025-04-12,2025-04-21,2025-06-04,2026-10-13,1949.07,108.76,18,Monthly,Stock_Purchase,Female,04-Jun-1978,Married,2,Informal_Sector,,93.39,1,Savings,EcoCash,Masvingo IBD6200,2,2025-01-21,2025-02-01,2025-03-06,2026-01-27,8429.06,12.47,12,Monthly,Farming_Inputs,Female,19-Oct-1979,Married,2,Transport,63,549.69,4,Vehicle,EcoCash,Masvingo TCC0838,3,2025-12-11,2025-12-13,2026-01-19,2026-12-08,1766.42,16.9,12,Monthly,Medical,Female,26-May-1994,Married,2,Healthcare,37,686.78,1,None,Cash,Manicaland OTO4045,0,2025-04-22,2025-05-04,2025-06-09,2025-10-31,728.81,16.41,6,Monthly,School_Fees,Male,20-Jul-1959,Married,5,Informal_Sector,16,142.9,2,,OneMoney,Midlands FQZ1755,4,2025-12-02,2025-12-08,2026-01-21,2029-11-17,8929.8,,48,Monthly,Equipment,Male,11-Oct-1975,Single,4,Agriculture,151,448.4,3,Livestock,InnBucks,Harare TKQ7781,0,2025-11-23,2025-12-10,2026-01-05,2026-06-08,9119.39,17.28,6,Weekly,Farming_Inputs,Male,29-Apr-1995,Single,5,NGO,80,,1,Savings,EcoCash,Mashonaland_West GHB9539,3,2025-12-04,2025-12-12,2026-01-16,2026-12-07,669.9,12.94,12,Monthly,Personal,Female,28-Aug-1984,Married,4,Agriculture,105,215.52,0,Guarantor,OneMoney,Mashonaland_West QKV0677,5,2025-06-21,2025-07-03,2025-07-28,2025-08-02,463.34,190.51,1,Bi-Weekly,Rent,Female,15-Aug-1995,Divorced,2,Retail_Trade,54,327.42,1,Savings,EcoCash,Mashonaland_East MDC4556,0,2025-12-02,2025-12-19,2026-01-27,2026-12-14,2937.84,129.31,12,Monthly,School_Fees,Male,10-Apr-1986,Married,5,Telecom,18,590.1,2,None,OneMoney,Harare OXD2801,4,2025-07-30,2025-08-08,2025-09-12,2028-07-23,4398.86,14.36,36,Bi-Weekly,Vehicle,Male,17-Jun-1973,Married,5,Informal_Sector,11,,3,,EcoCash,Masvingo AAW5921,0,2025-03-24,2025-04-11,2025-05-26,2026-04-06,3956.87,152.91,12,Bi-Weekly,Wedding,Male,11-Aug-1981,,4,Education,,483.54,2,None,EcoCash,Matabeleland_South ZXO5432,0,2025-09-05,2025-09-20,2025-10-26,2025-12-19,2367.24,118.71,3,Bi-Weekly,Working_Capital,Female,17-Oct-1981,Married,4,Manufacturing,40,339.07,1,Guarantor,Cash,Mashonaland_Central YKE0773,2,2025-04-17,2025-05-05,2025-06-14,2025-11-01,2492.55,108.35,6,Bi-Weekly,Farming_Inputs,Male,03-Dec-1985,Married,4,Informal_Sector,19,313.01,0,Savings,Bank_Transfer,Harare ZQT9439,2,2025-11-21,2025-12-05,2026-01-09,2027-05-29,7250.2,74.28,18,Monthly,Farming_Inputs,Female,24-Feb-1991,Married,3,Construction,38,895.11,2,None,EcoCash,Mashonaland_Central BBX5445,2,2026-02-14,2026-02-15,2026-03-13,2028-02-05,2190.51,91.96,24,Monthly,Livestock,Male,22-Oct-1992,Married,4,Agriculture,34,401.14,5,Property,OneMoney,Mashonaland_West OLD3422,1,2025-03-05,2025-03-18,2025-04-28,2025-09-14,1652.64,12.38,6,Monthly,Equipment,Female,02-Aug-2003,Single,2,Agriculture,19,95.14,5,,Bank_Transfer,Bulawayo HBD7837,3,2025-04-19,2025-04-20,2025-05-28,2026-04-15,1327.69,16.43,12,Monthly,Debt_Consolidation,Male,20-Jan-2004,Married,0,Mining,7,,1,None,OneMoney,Matabeleland_North LII4395,3,2025-11-22,2025-12-03,2026-01-16,2026-11-28,1564.08,16.51,12,Monthly,Medical,Male,19-Nov-1964,Divorced,4,Informal_Sector,18,400.37,3,Vehicle,Cash,Masvingo VXV0165,5,2025-02-19,2025-02-24,2025-03-27,2025-08-23,841.29,133.59,6,Weekly,Personal,Male,13-Apr-1987,Married,,Manufacturing,,701.33,4,Livestock,Bank_Transfer,Harare IZS6375,2,2025-08-20,2025-09-05,2025-10-14,2026-08-31,1158.92,123.01,12,Monthly,Farming_Inputs,Female,24-Mar-1986,Married,5,Government,103,357.23,2,None,EcoCash,Mashonaland_Central ZNC6270,1,2025-10-13,2025-10-25,2025-12-05,2028-10-09,1146.61,123.61,36,Monthly,Business_Expansion,Male,23-Oct-1996,Married,5,Agriculture,35,256.41,2,None,InnBucks,Harare VEV9487,2,2025-03-22,2025-03-29,2025-04-28,2026-03-24,2800.65,81.97,12,Monthly,Working_Capital,Male,09-Jul-1980,,4,Retail_Trade,125,371.29,2,Property,Bank_Transfer,Mashonaland_East KYX6211,0,2025-03-09,2025-03-22,2025-05-03,2026-03-17,2149.43,118.14,12,Weekly,Vehicle,Female,23-May-1978,Married,5,Education,74,502.91,0,,Cash,Mashonaland_Central GRI7834,2,2025-12-11,2025-12-12,2026-01-18,2027-06-05,1595.66,97.12,18,Monthly,Farming_Inputs,Male,04-Jan-2005,Single,,Agriculture,,365.97,6,Guarantor,InnBucks,Midlands BKJ6883,4,2025-06-01,2025-06-08,2025-07-03,2027-05-29,11413.26,15.73,24,Monthly,Equipment,Male,01-Dec-1978,Married,3,Construction,94,881.72,0,Savings,Cash,Masvingo NHZ4308,2,2026-02-14,2026-02-21,2026-03-28,2027-08-15,2705.74,17.24,18,Monthly,Farming_Inputs,Female,21-Oct-1975,Married,4,Informal_Sector,25,,0,Livestock,EcoCash,Harare IHH3352,2,2025-06-15,2025-06-30,2025-07-28,2026-03-27,3967.13,79.43,9,Monthly,Livestock,Male,14-Apr-1983,Divorced,6,Government,,438.2,3,,EcoCash,Harare WGE0940,2,2025-03-27,2025-04-15,2025-05-23,2026-01-10,3310.3,,9,Monthly,Livestock,Female,25-Apr-1980,Married,6,Retail_Trade,144,205.74,2,None,EcoCash,Harare JIY9209,1,2025-01-04,2025-01-19,2025-02-21,2026-01-14,1845.43,100.7,12,Monthly,Stock_Purchase,Male,30-Dec-1969,Married,2,Agriculture,60,177.37,4,Property,Cash,Masvingo RMW4099,2,2026-01-28,2026-02-13,2026-03-20,2027-02-08,517.31,94.76,12,Monthly,Farming_Inputs,Male,16-Dec-1966,Divorced,,Informal_Sector,19,123.87,0,Livestock,Bank_Transfer,Mashonaland_West ACX5394,5,2025-03-24,2025-03-28,2025-05-07,2025-05-27,1283.62,178.11,2,Monthly,Personal,Male,28-Sep-1984,Divorced,5,Transport,92,790.18,2,Guarantor,Bank_Transfer,Mashonaland_West JMY2884,1,2025-11-26,2025-12-13,2026-01-09,2026-12-08,11193.26,91.36,12,Bi-Weekly,Business_Expansion,Male,03-Feb-1993,Single,2,Retail_Trade,49,762.81,3,None,EcoCash,Masvingo HNN4412,0,2025-04-29,2025-04-30,2025-06-01,2027-04-20,3787.5,16.52,24,Monthly,Funeral,Male,29-Mar-1991,Married,4,Retail_Trade,34,956.23,1,None,InnBucks,Manicaland ZRE8689,3,2026-01-04,2026-01-21,2026-02-18,2026-07-20,581.78,11.32,6,Weekly,Personal,Female,05-Nov-1968,Widowed,2,Agriculture,71,210.76,1,Guarantor,Bank_Transfer,Mashonaland_Central NLX7791,0,2025-07-29,2025-08-02,2025-08-28,2026-07-28,1218.8,,12,Monthly,Stock_Purchase,Female,17-Mar-1999,Married,2,Informal_Sector,,527.53,0,Guarantor,Bank_Transfer,Midlands NCE8146,0,2025-09-07,2025-09-20,2025-11-04,2025-12-19,1534.03,120.98,3,Monthly,Home_Improvement,Male,06-Nov-1986,Married,2,Informal_Sector,21,201.12,1,,,Harare PAJ8142,1,2025-02-02,2025-02-15,2025-03-26,2026-08-09,7174.95,135.16,18,Monthly,Equipment,Male,08-Jun-1996,,1,Manufacturing,30,531.68,4,Savings,EcoCash,Midlands BXL6079,0,2025-08-30,2025-09-01,2025-10-10,2026-08-27,3532.3,129.56,12,Monthly,Home_Improvement,Male,27-Dec-1955,Married,,Construction,107,1093.91,3,None,EcoCash,Matabeleland_South RVE9218,0,2025-11-02,2025-11-13,2025-12-18,2026-11-08,1941.24,100.04,12,Monthly,Funeral,Female,15-Jun-1980,Divorced,6,,,236.19,0,Livestock,EcoCash,Mashonaland_Central CYM7511,2,2025-03-14,2025-03-18,2025-04-28,2026-03-13,3596.33,99.13,12,Monthly,Working_Capital,Male,19-Jan-1994,Married,,Agriculture,109,388.3,0,None,Bank_Transfer,Mashonaland_Central ULZ7896,3,2025-08-19,2025-08-20,2025-09-17,2026-08-15,3122.93,15.92,12,Monthly,Debt_Consolidation,Male,15-Jun-1984,Single,2,Mining,52,951.22,1,Guarantor,EcoCash,Masvingo VFR0394,0,2025-02-18,2025-03-08,2025-04-19,2025-06-06,1188.16,17.44,3,Bi-Weekly,Funeral,Female,05-Nov-1989,Married,5,Agriculture,45,151.08,1,None,Cash,Manicaland DLM5418,1,2025-12-22,2025-12-24,2026-01-23,2027-06-17,770.67,96.67,18,Monthly,Business_Expansion,Male,12-Jul-1989,Single,2,Informal_Sector,4,73.28,4,None,OneMoney,Harare LJA7283,0,2025-04-10,2025-04-11,2025-05-18,2026-10-03,1270.44,,18,Weekly,Medical,Male,15-Nov-1957,Divorced,5,Manufacturing,153,670.19,2,None,Cash,Masvingo VJJ7556,0,2025-08-21,2025-08-27,2025-09-21,2027-02-18,2418.65,165.62,18,Monthly,Personal,Female,08-Sep-1982,Single,4,Education,157,308.65,1,Guarantor,EcoCash,Harare MSY4225,3,2025-05-18,2025-06-05,2025-07-13,2027-05-26,1074.55,15.22,24,Monthly,Personal,Male,30-Sep-2000,Married,2,Agriculture,27,240.46,2,None,EcoCash,Bulawayo FGM7178,4,2026-02-03,2026-02-11,2026-03-25,2027-08-05,11337.1,13.35,18,Monthly,Vehicle,Male,18-Nov-1994,Married,4,Manufacturing,13,716.17,5,None,EcoCash,Mashonaland_Central KCA2760,0,2025-02-06,2025-02-07,2025-03-14,2025-05-08,3884.49,139.33,3,Monthly,Working_Capital,Male,20-Sep-1981,Married,1,Mining,,765.98,2,Savings,EcoCash,Harare XVI9392,1,2025-02-21,2025-03-02,2025-03-28,2028-02-15,6408.48,105.49,36,Monthly,Business_Expansion,Female,07-Apr-2004,Married,2,Agriculture,30,389.94,3,Savings,Cash,Manicaland ILG8180,2,2025-09-25,2025-10-06,2025-11-18,2026-10-01,3461.0,69.42,12,Monthly,Farming_Inputs,Male,06-Oct-1983,Married,3,Informal_Sector,50,376.88,4,Guarantor,Bank_Transfer,Harare EJA0426,0,2025-06-21,2025-07-06,2025-08-03,2026-12-28,2983.41,116.34,18,Monthly,Equipment,Male,30-May-1981,Single,0,Manufacturing,39,657.64,0,Guarantor,EcoCash,Mashonaland_Central ZYT5283,0,2025-10-25,2025-11-06,2025-12-14,2027-04-30,1176.9,99.14,18,Monthly,Funeral,Female,22-Jun-1969,Single,5,Agriculture,56,288.46,4,Guarantor,Bank_Transfer,Masvingo MBD4028,2,2025-10-15,2025-10-30,2025-11-28,2026-04-28,2255.8,70.44,6,Monthly,Working_Capital,Female,13-Sep-1972,Married,5,Retail_Trade,126,237.51,2,Guarantor,Bank_Transfer,Bulawayo DET8036,2,2025-09-22,2025-10-03,2025-11-11,2027-03-27,12143.47,12.74,18,Monthly,Farming_Inputs,Male,25-Jan-1995,Single,3,Mining,35,,3,Property,Bank_Transfer,Mashonaland_East NPU3306,5,2025-04-18,2025-04-30,2025-06-04,2025-10-27,433.9,168.22,6,Bi-Weekly,Medical,Male,08-Feb-1992,,0,Retail_Trade,,,6,Vehicle,OneMoney,Midlands MAF5198,0,2025-08-16,2025-08-27,2025-09-21,2027-08-17,304.75,136.72,24,Monthly,Medical,Male,13-Apr-1979,Divorced,5,Agriculture,115,151.01,5,Guarantor,Cash,Manicaland YVR9937,2,2025-04-30,2025-05-11,2025-06-20,2026-05-06,2827.29,93.57,12,Monthly,Farming_Inputs,Male,22-Jun-1998,Single,1,Informal_Sector,,414.95,2,None,EcoCash,Bulawayo NPF0956,0,2025-04-27,2025-05-14,2025-06-27,2026-05-09,1714.46,16.08,12,Monthly,Medical,Male,18-Apr-1984,Divorced,2,Education,161,322.47,0,,Bank_Transfer,Matabeleland_South UMZ8342,0,2025-05-15,2025-05-18,2025-07-01,2026-05-13,3914.57,97.81,12,Monthly,Wedding,Male,10-Oct-1975,Divorced,3,Retail_Trade,,496.31,2,None,EcoCash,Harare CTA7936,0,2025-08-17,2025-08-20,2025-10-04,2026-08-15,1735.18,158.5,12,Monthly,Farming_Inputs,Male,15-Apr-1968,Divorced,4,Manufacturing,,596.76,2,Property,EcoCash,Mashonaland_East WTS5507,4,2025-07-18,2025-08-02,2025-08-28,2028-07-17,938.19,17.77,36,Bi-Weekly,Home_Improvement,Male,09-Jul-1984,Divorced,2,Informal_Sector,19,90.73,6,Guarantor,EcoCash,Manicaland YHU2823,0,2025-02-11,2025-02-12,2025-03-22,2025-05-13,1320.85,129.22,3,Monthly,Farming_Inputs,Female,10-Mar-1968,Married,5,Retail_Trade,35,,0,Guarantor,Bank_Transfer,Harare GCI9262,3,2025-02-16,2025-03-05,2025-04-03,2026-08-27,2516.41,13.01,18,Monthly,Personal,Female,14-May-1996,Married,0,Mining,117,,0,None,Bank_Transfer,Harare JWG0958,5,2024-12-29,2025-01-02,2025-02-06,2025-07-01,533.79,17.01,6,Weekly,Funeral,Female,23-Oct-1995,Married,3,Agriculture,55,277.61,6,None,Cash,Manicaland HTQ3691,2,2026-01-15,2026-01-17,2026-02-18,2028-01-07,5798.53,115.5,24,Monthly,Farming_Inputs,Male,12-Mar-1975,Married,,Retail_Trade,74,,0,Savings,EcoCash,Mashonaland_East JSY8006,3,2025-01-02,2025-01-12,2025-02-12,2026-07-06,487.93,17.26,18,Monthly,School_Fees,Female,09-Nov-2000,Single,0,Agriculture,34,174.69,5,None,Bank_Transfer,Harare BDL2992,2,2025-08-12,2025-08-26,2025-10-04,2026-02-22,7051.07,83.76,6,Monthly,Working_Capital,Male,31-Mar-1980,Married,,Informal_Sector,51,541.11,1,Livestock,EcoCash,Masvingo PPY3602,4,2025-06-11,2025-06-20,2025-07-23,2029-05-30,1959.85,18.16,48,Monthly,Home_Improvement,Female,17-Jan-1971,Married,4,Informal_Sector,50,85.34,5,Property,EcoCash,Mashonaland_West NRH4217,1,2025-10-20,2025-10-23,2025-12-05,2026-10-18,13160.22,98.08,12,Bi-Weekly,Business_Expansion,Female,14-Jan-2005,Single,,Telecom,15,1227.16,0,Property,OneMoney,Masvingo JZU9096,0,2025-01-25,2025-01-29,2025-02-27,2026-01-24,1430.66,17.31,12,Monthly,Livestock,Male,21-Jan-1997,Single,2,Government,83,741.85,4,,Bank_Transfer,Harare BEC9902,2,2025-07-06,2025-07-26,2025-08-25,2026-01-22,3245.31,11.03,6,Monthly,Working_Capital,Male,03-Dec-2002,Married,,Agriculture,8,232.26,1,Vehicle,Bank_Transfer,Mashonaland_West PUK3777,1,2025-06-05,2025-06-17,2025-07-16,2026-06-12,4437.67,109.35,12,Monthly,Stock_Purchase,Female,20-Jun-2001,,2,Retail_Trade,20,328.24,2,None,EcoCash,Mashonaland_West QAI2611,3,2025-08-25,2025-09-15,2025-10-15,2026-03-14,3498.29,16.9,6,Monthly,Personal,Male,25-Nov-2006,Single,0,Retail_Trade,6,605.27,0,None,EcoCash,Bulawayo SZE9978,3,2025-02-23,2025-03-11,2025-04-14,2027-03-01,1535.52,17.74,24,Monthly,Rent,Male,20-May-1985,,4,Education,32,440.02,4,Guarantor,Cash,Manicaland ZQB1293,2,2025-03-02,2025-03-10,2025-04-15,2025-09-06,2313.65,11.87,6,Monthly,Farming_Inputs,Female,07-Sep-1973,Married,,Manufacturing,106,,1,Guarantor,Bank_Transfer,Manicaland DLT6582,3,2026-01-13,2026-01-31,2026-03-01,2027-01-26,827.85,17.45,12,Monthly,Rent,Male,01-Jul-1984,Married,3,Retail_Trade,39,397.28,2,Guarantor,OneMoney,Manicaland MBP7717,4,2025-10-18,2025-11-08,2025-12-10,2027-10-29,11171.47,20.18,24,Monthly,Home_Improvement,Female,11-Jul-1967,Married,,Transport,105,765.82,1,Livestock,Bank_Transfer,Mashonaland_East TSL7315,5,2025-09-27,2025-10-14,2025-11-25,2026-04-12,794.52,156.65,6,Bi-Weekly,,Male,18-Sep-1988,Married,1,Healthcare,72,620.94,2,None,Cash,Masvingo ILX4971,2,2025-04-06,2025-04-13,2025-05-23,2025-10-10,3929.41,123.17,6,Bi-Weekly,Farming_Inputs,Female,08-Mar-1984,Married,3,Informal_Sector,10,314.05,4,Livestock,Bank_Transfer,Matabeleland_South VUT2632,4,2025-04-05,2025-04-13,2025-05-11,2026-04-08,25985.42,15.34,12,Monthly,Equipment,Female,12-Jul-1996,Single,2,Telecom,40,1124.08,2,Savings,EcoCash,Masvingo NHI1174,2,2025-02-27,2025-03-19,2025-04-18,2026-03-14,3471.01,89.55,12,Monthly,Livestock,Female,16-Mar-2003,Married,0,Informal_Sector,11,194.07,2,Property,Bank_Transfer,Harare XBH4571,2,2025-08-21,2025-09-04,2025-10-12,2026-03-03,15136.34,12.97,6,Monthly,Equipment,Female,17-Feb-1962,Married,1,NGO,23,1991.67,1,None,EcoCash,Mashonaland_Central ONG0233,2,2025-12-09,2025-12-30,2026-01-28,2027-06-23,4451.76,137.57,18,Monthly,Working_Capital,Male,22-Sep-2006,Single,2,Education,2,632.32,1,None,Cash,Matabeleland_South EOT6883,3,2025-03-27,2025-03-29,2025-05-12,2026-03-24,2281.68,14.7,12,Monthly,Personal,Female,09-Mar-1989,Divorced,2,Finance,136,,2,None,Cash,Manicaland WAA4403,3,2026-01-06,2026-01-24,2026-02-28,2027-07-18,2232.87,100.41,18,Monthly,School_Fees,Female,08-Oct-1995,Single,1,Healthcare,45,595.71,1,Guarantor,EcoCash,Mashonaland_Central NRP5939,0,2025-06-11,2025-06-23,2025-07-28,2025-12-20,2175.85,14.98,6,Monthly,Debt_Consolidation,Female,10-Mar-1985,Married,4,Manufacturing,158,915.55,1,Livestock,Cash,Matabeleland_North CFT0261,3,2025-07-05,2025-07-13,2025-08-14,2027-01-04,2689.81,13.21,18,Monthly,Personal,Female,15-Dec-1987,Married,2,Government,173,654.14,0,Guarantor,InnBucks,Manicaland WBB3199,2,2025-05-11,2025-05-26,2025-07-06,2026-02-20,10860.84,10.4,9,Monthly,Working_Capital,Female,19-Dec-1972,Divorced,6,Mining,39,884.12,1,,Cash,Mashonaland_East OXW2554,0,2025-01-11,2025-01-25,2025-02-23,2026-07-19,1107.15,13.95,18,Monthly,School_Fees,Male,31-Mar-1988,Single,2,Finance,108,838.47,0,Property,Bank_Transfer,Masvingo OTX8021,0,2025-01-06,2025-01-21,2025-03-07,2025-04-21,1359.85,120.05,3,Monthly,Wedding,Female,19-May-1963,Married,5,Agriculture,10,282.14,2,None,Cash,Mashonaland_Central HKM5973,3,2026-01-22,2026-02-03,2026-03-19,2027-01-29,1737.08,12.43,12,Monthly,,Male,01-Jul-1976,Married,6,Government,48,585.1,2,Savings,EcoCash,Mashonaland_West WOB5773,2,2025-07-01,2025-07-12,2025-08-13,2027-01-03,866.28,82.49,18,Monthly,Equipment,Male,20-Dec-1976,Married,,Agriculture,49,139.88,6,Livestock,OneMoney,Bulawayo XJP8738,1,2024-12-27,2025-01-08,2025-02-22,2025-07-07,9732.69,14.33,6,Monthly,Stock_Purchase,Male,28-Feb-1983,Divorced,6,Healthcare,50,626.28,3,Property,Bank_Transfer,Midlands OFA9596,1,2025-03-24,2025-03-27,2025-04-27,2026-03-22,1578.69,148.6,12,Monthly,Stock_Purchase,Female,10-Oct-1999,Divorced,0,Construction,21,157.0,4,Savings,EcoCash,Harare YUU3704,4,2025-03-26,2025-04-16,2025-05-28,2027-04-06,6145.89,91.54,24,Weekly,Home_Improvement,Female,25-Sep-1989,Married,6,Informal_Sector,18,,0,None,InnBucks,Midlands DAA7058,5,2025-08-26,2025-09-15,2025-10-10,2025-10-15,950.76,155.84,1,Bi-Weekly,Personal,Male,05-Sep-1993,Married,5,Transport,74,734.04,3,None,EcoCash,Harare QEI4621,0,2025-04-22,2025-05-13,2025-06-07,2026-05-08,1254.54,89.36,12,Monthly,Equipment,Male,09-May-1997,Single,3,,26,342.74,0,Guarantor,EcoCash,Midlands JJN0270,3,2025-07-30,2025-08-02,2025-09-01,2026-07-28,641.74,14.12,12,Bi-Weekly,Personal,Female,29-Apr-1986,Divorced,4,Transport,106,153.9,3,Savings,Bank_Transfer,Matabeleland_North VLN5464,1,2024-12-28,2025-01-06,2025-02-19,2026-06-30,3641.54,13.3,18,Monthly,Working_Capital,Female,12-Jan-1995,Married,,Government,77,412.91,2,Guarantor,OneMoney,Harare TKY2278,0,2025-09-13,2025-09-19,2025-10-28,2025-12-18,911.52,84.55,3,Monthly,Equipment,Male,13-Dec-1968,Widowed,6,Education,150,285.63,4,None,EcoCash,Matabeleland_South QVB1146,5,2025-05-31,2025-06-19,2025-07-23,2025-09-17,338.65,166.6,3,Bi-Weekly,Funeral,Female,11-Apr-1991,Single,1,Informal_Sector,20,242.42,1,None,EcoCash,Harare GZG9726,0,2025-05-12,2025-05-31,2025-06-25,2025-11-27,517.86,15.7,6,Monthly,Farming_Inputs,Male,13-Dec-1985,,5,Agriculture,38,315.87,5,Vehicle,EcoCash,Mashonaland_Central WAG8989,1,2026-01-07,2026-01-13,2026-02-11,2028-12-28,7558.97,85.01,36,Monthly,Business_Expansion,Female,17-Jul-2006,Single,2,Informal_Sector,13,452.06,3,Savings,Cash,Harare WYG7915,2,2025-06-16,2025-06-30,2025-07-28,2026-06-25,3634.35,13.85,12,Monthly,Equipment,Female,28-Dec-2005,Single,2,Agriculture,12,307.23,1,Property,Bank_Transfer,Harare JKR7298,3,2024-12-25,2025-01-14,2025-02-09,2026-07-08,748.38,10.66,18,Monthly,School_Fees,Male,14-Jul-1984,Divorced,,Agriculture,124,325.23,0,Guarantor,EcoCash,Manicaland NKC9965,2,2026-01-26,2026-02-01,2026-02-27,2028-01-22,5395.18,95.34,24,Monthly,Livestock,Male,21-Mar-1994,Married,5,Mining,111,873.29,1,Livestock,Bank_Transfer,Bulawayo OLX7030,4,2025-12-25,2025-12-29,2026-02-03,2027-12-19,7467.71,18.3,24,Monthly,Home_Improvement,Male,23-Jul-1998,Single,2,Education,51,577.99,1,Guarantor,OneMoney,Masvingo NUM1967,0,2026-02-20,2026-02-27,2026-04-02,2026-08-26,2649.78,18.48,6,Monthly,Farming_Inputs,Female,11-Jun-1983,Married,6,Government,,962.67,1,None,EcoCash,Manicaland VPG0102,2,2025-10-15,2025-11-01,2025-12-04,2026-10-27,428.78,117.0,12,Monthly,Equipment,Male,18-Jan-1993,Single,6,Agriculture,95,65.65,2,Livestock,Bank_Transfer,Bulawayo WYP6798,2,2025-03-18,2025-03-25,2025-05-09,2027-03-15,4540.45,11.93,24,Monthly,Livestock,Male,30-Jan-1967,Married,2,Agriculture,103,242.02,5,Livestock,EcoCash,Matabeleland_North XVX0001,0,2025-12-30,2026-01-01,2026-02-13,2027-12-22,614.04,114.62,24,Weekly,Farming_Inputs,Male,06-Nov-1991,Married,2,Agriculture,112,120.7,2,Savings,Bank_Transfer,Manicaland ENE5821,1,2025-01-04,2025-01-15,2025-02-20,2025-07-14,8010.56,15.32,6,Monthly,Business_Expansion,Male,25-Jan-2006,Single,1,Construction,2,910.36,4,Vehicle,InnBucks,Bulawayo PXT8963,4,2025-03-30,2025-04-10,2025-05-22,2028-03-25,8449.68,15.81,36,Monthly,Home_Improvement,Male,18-Jun-1977,Divorced,2,Agriculture,95,349.06,0,Vehicle,,Manicaland NAK6905,0,2025-09-21,2025-10-07,2025-11-21,2026-04-05,685.39,116.82,6,Monthly,Wedding,Male,02-Nov-1971,Divorced,1,Agriculture,43,,5,Livestock,Cash,Manicaland ROJ5124,2,2025-07-09,2025-07-30,2025-09-07,2026-01-26,1334.38,93.51,6,Monthly,Farming_Inputs,Female,15-Jan-1960,Married,3,Agriculture,131,159.56,0,Property,EcoCash,Matabeleland_South EGP9963,0,2025-03-28,2025-04-05,2025-05-08,2027-03-26,4340.63,107.34,24,Monthly,Business_Expansion,Male,29-Apr-1998,Widowed,1,Government,74,548.79,2,None,InnBucks,Harare EJD6191,4,2025-01-14,2025-01-16,2025-03-02,2028-12-26,21768.6,17.66,48,Monthly,Equipment,Male,28-Jan-2004,Single,1,Mining,15,864.09,3,Vehicle,OneMoney,Mashonaland_East VVI9738,2,2025-12-05,2025-12-10,2026-01-24,2027-06-03,2976.45,11.99,18,Monthly,Farming_Inputs,Female,07-Jul-2007,Single,0,Education,11,221.05,0,Property,Cash,Midlands GZB6774,1,2025-07-13,2025-07-16,2025-08-15,2026-07-11,2551.64,99.33,12,Bi-Weekly,Business_Expansion,Male,26-Dec-1997,Divorced,5,Retail_Trade,30,241.86,3,Property,EcoCash,Mashonaland_Central ZSQ0383,0,2025-03-20,2025-03-25,2025-04-20,2027-03-15,3675.99,162.76,24,Monthly,Farming_Inputs,Female,03-Mar-1984,Married,2,Retail_Trade,80,625.82,1,Vehicle,Bank_Transfer,Midlands VMN2008,0,2025-11-07,2025-11-25,2025-12-28,2027-05-19,2987.2,147.57,18,Monthly,Funeral,Female,23-May-1996,Single,,Construction,27,508.44,4,Guarantor,EcoCash,Midlands VSW9307,2,2025-06-17,2025-06-27,2025-08-06,2026-12-19,14863.56,88.28,18,Monthly,Farming_Inputs,Female,11-Feb-1983,Married,2,Retail_Trade,127,795.1,1,Livestock,InnBucks,Mashonaland_West SXC7989,3,2025-09-12,2025-09-30,2025-10-26,2026-09-25,1022.27,13.21,12,Monthly,,Male,21-Dec-1980,Married,1,Healthcare,138,,2,Guarantor,InnBucks,Mashonaland_West JRP5911,1,2025-08-08,2025-08-16,2025-09-25,2027-02-07,2461.24,,18,Monthly,,Male,29-Dec-1995,Divorced,5,Retail_Trade,103,219.88,1,None,EcoCash,Harare FQM6684,0,2025-11-12,2025-11-16,2025-12-25,2026-11-11,4761.73,137.42,12,Bi-Weekly,Vehicle,Male,18-Apr-2000,,3,Government,90,512.32,5,,Cash,Matabeleland_South JTZ1972,0,2025-06-02,2025-06-15,2025-07-14,2026-06-10,786.83,144.86,12,Monthly,Debt_Consolidation,Male,27-Oct-1989,Single,4,Education,52,260.29,0,None,EcoCash,Mashonaland_West YRK8678,5,2025-02-18,2025-02-21,2025-03-28,2025-05-22,1002.4,21.22,3,Weekly,Rent,Female,06-Jun-1993,Married,0,Retail_Trade,111,931.05,4,Savings,Bank_Transfer,Mashonaland_East YUX6245,2,2025-09-20,2025-09-30,2025-11-03,2027-03-24,5675.94,,18,Weekly,Farming_Inputs,Male,20-Jan-1982,Divorced,3,Manufacturing,73,454.95,0,None,EcoCash,Harare OZT0083,0,2025-06-29,2025-07-10,2025-08-19,2027-01-01,2327.93,126.36,18,Monthly,Personal,Male,03-Jul-1995,Married,1,Informal_Sector,14,315.58,0,Vehicle,Cash,Masvingo WWU3357,0,2025-06-13,2025-07-03,2025-08-17,2025-12-30,1746.44,132.53,6,Monthly,School_Fees,Female,24-Apr-2000,Married,2,Retail_Trade,16,427.99,0,None,Bank_Transfer,Midlands GIP8061,3,2025-04-08,2025-04-17,2025-05-20,2027-04-07,2503.9,12.45,24,Bi-Weekly,Medical,Female,25-Dec-1971,Single,3,Retail_Trade,11,721.41,1,,Bank_Transfer,Harare GAP2506,0,2025-03-11,2025-03-29,2025-05-03,2026-03-24,3876.9,150.1,12,Monthly,Working_Capital,Male,16-Jan-1974,Married,3,NGO,64,880.58,1,None,Cash,Mashonaland_East MTV2911,0,2025-02-19,2025-02-24,2025-03-24,2025-05-25,3640.43,98.82,3,Monthly,Wedding,Female,02-Feb-1959,Single,6,Government,37,898.71,2,Guarantor,Bank_Transfer,Bulawayo EYC2947,0,2026-01-20,2026-01-25,2026-03-03,2028-01-15,3598.32,15.16,24,Monthly,Working_Capital,Female,10-Aug-1981,Divorced,,Transport,106,1018.9,2,Guarantor,EcoCash,Manicaland KFJ0398,2,2026-01-26,2026-02-02,2026-03-09,2026-08-01,12076.14,102.92,6,Monthly,Farming_Inputs,Female,25-Oct-2002,Married,2,,22,880.63,0,Livestock,EcoCash,Mashonaland_East KVP8638,0,2025-07-31,2025-08-15,2025-09-20,2026-02-11,1430.32,151.12,6,Monthly,Funeral,Female,26-May-1991,Single,4,Education,25,330.04,1,None,Bank_Transfer,Harare IEN7559,0,2025-07-19,2025-08-04,2025-08-28,2026-07-30,1571.11,99.28,12,Monthly,Wedding,Male,31-Jan-2004,Married,1,Informal_Sector,7,367.0,1,Guarantor,EcoCash,Mashonaland_East ISM8366,3,2025-07-01,2025-07-15,2025-08-11,2026-01-11,3952.23,13.9,6,Monthly,School_Fees,Female,24-Mar-1980,Married,1,Construction,80,1074.26,4,Livestock,InnBucks,Mashonaland_Central QRB2092,4,2025-07-08,2025-07-23,2025-08-26,2027-01-14,7563.6,15.58,18,Monthly,Home_Improvement,Female,19-Jan-1988,Married,1,Informal_Sector,51,336.6,0,Property,Cash,Manicaland ZEF9982,2,2025-12-20,2026-01-06,2026-01-28,2027-01-01,3942.06,92.12,12,Monthly,Equipment,Female,08-Sep-2001,Single,0,Transport,39,468.74,0,Savings,InnBucks,Manicaland PVQ8431,1,2024-12-22,2025-01-11,2025-02-15,2026-07-05,6111.79,140.44,18,Monthly,Business_Expansion,Female,17-Nov-1986,Married,4,Mining,,,0,Property,EcoCash,Bulawayo JYR6904,2,2025-09-28,2025-10-16,2025-11-13,2026-10-11,3385.15,114.95,12,Monthly,Equipment,Female,25-Sep-1994,Single,1,Construction,93,760.3,0,Savings,EcoCash,Bulawayo VYN2284,3,2025-03-21,2025-04-05,2025-05-17,2026-09-27,4607.32,12.07,18,Monthly,Debt_Consolidation,Male,01-Mar-1979,Divorced,5,Mining,37,1410.24,0,Guarantor,InnBucks,Masvingo RRD4317,0,2025-08-11,2025-08-25,2025-09-24,2026-02-21,2057.51,119.06,6,Bi-Weekly,Rent,Male,01-Jul-1981,Married,2,Government,86,644.37,2,Livestock,Bank_Transfer,Bulawayo SIW7452,1,2025-12-01,2025-12-05,2026-01-03,2026-11-30,1205.76,15.82,12,Monthly,Business_Expansion,Female,12-Nov-1984,Married,5,Agriculture,,202.8,7,Livestock,InnBucks,Harare BNK6722,5,2025-04-30,2025-05-06,2025-05-31,2025-06-05,640.43,147.07,1,Weekly,,Female,09-Jun-1987,Married,3,Telecom,108,594.32,6,None,Bank_Transfer,Harare EAC3647,0,2025-12-30,2026-01-05,2026-02-08,2026-12-31,747.89,14.94,12,Monthly,Stock_Purchase,Female,22-Apr-1981,Married,4,Agriculture,127,158.99,0,Guarantor,Bank_Transfer,Mashonaland_East UZY7255,3,2025-01-14,2025-01-30,2025-03-09,2026-07-24,1575.8,11.85,18,Monthly,Rent,Male,04-Oct-1994,Single,1,Transport,,780.72,2,Guarantor,EcoCash,Bulawayo NJR3268,1,2025-07-21,2025-07-24,2025-09-04,2026-01-20,9359.48,16.19,6,Bi-Weekly,Business_Expansion,Male,16-May-1999,Married,,NGO,5,1038.39,4,Vehicle,EcoCash,Mashonaland_Central SXJ2106,2,2025-05-25,2025-06-06,2025-07-01,2026-06-01,1277.69,100.26,12,Monthly,,Female,26-Dec-1982,Married,4,Informal_Sector,9,137.31,2,Livestock,Bank_Transfer,Manicaland UOL8150,5,2025-02-13,2025-03-06,2025-03-31,2025-04-05,633.25,166.48,1,Monthly,Rent,Male,15-Nov-1982,Married,5,Government,,492.36,1,None,Bank_Transfer,Midlands GFG8118,2,2024-12-21,2025-01-06,2025-01-28,2026-06-30,2925.87,76.31,18,Monthly,Livestock,Female,27-Jan-1989,Married,4,Agriculture,105,332.01,1,Property,InnBucks,Midlands BTJ8291,3,2026-01-10,2026-01-15,2026-02-23,2027-01-10,1703.88,13.54,12,Monthly,Rent,Male,23-Jun-1961,Single,4,Education,34,,0,Guarantor,EcoCash,Harare IWD4843,2,2025-08-03,2025-08-05,2025-09-14,2027-01-27,3219.56,,18,Monthly,Farming_Inputs,Female,20-Sep-1993,Widowed,,Education,78,494.04,0,Savings,EcoCash,Masvingo UJH1928,1,2025-11-18,2025-11-27,2025-12-23,2026-05-26,36665.18,105.82,6,Monthly,Stock_Purchase,Male,06-Jul-2005,Single,0,Finance,4,2438.27,2,Property,Cash,Midlands CTQ8211,0,2025-05-31,2025-06-11,2025-07-10,2026-06-06,1913.9,18.28,12,Monthly,Business_Expansion,Male,02-Dec-1991,Married,5,Retail_Trade,58,460.93,0,None,EcoCash,Midlands ZBU3909,2,2024-12-28,2025-01-12,2025-02-13,2025-10-09,2390.39,11.55,9,Monthly,Livestock,Female,30-Jul-1995,Single,2,Education,103,380.93,1,None,InnBucks,Matabeleland_North CHH0005,2,2025-08-14,2025-08-25,2025-10-03,2026-08-20,1184.84,85.27,12,Monthly,Farming_Inputs,Male,09-Apr-2006,Single,0,Informal_Sector,6,143.02,4,Livestock,EcoCash,Mashonaland_Central LOH2075,3,2025-10-05,2025-10-13,2025-11-11,2026-10-08,532.15,99.34,12,Monthly,Personal,Female,16-Oct-1979,Divorced,3,Agriculture,54,259.34,3,None,InnBucks,Harare SOZ9505,2,2025-09-29,2025-10-05,2025-11-09,2026-09-30,2694.09,121.56,12,Monthly,Working_Capital,Male,01-Mar-1991,Married,1,Education,49,446.68,3,Property,EcoCash,Matabeleland_South IDZ8560,0,2025-02-25,2025-03-13,2025-04-25,2025-06-11,988.26,154.52,3,Bi-Weekly,Farming_Inputs,Female,20-Jun-1999,Married,3,Retail_Trade,4,498.74,3,None,OneMoney,Masvingo XTH4023,3,2026-01-12,2026-01-30,2026-03-11,2027-01-25,659.29,15.9,12,Monthly,Medical,Male,16-Sep-2005,Single,1,Informal_Sector,6,257.8,3,Guarantor,EcoCash,Masvingo QWM3456,2,2025-05-13,2025-05-21,2025-06-20,2026-11-12,2483.26,16.83,18,Monthly,Farming_Inputs,Female,29-Oct-1975,Married,2,Retail_Trade,58,635.1,0,Guarantor,EcoCash,Mashonaland_East ZWT5514,1,2025-01-07,2025-01-08,2025-02-20,2026-12-29,3806.55,14.3,24,Monthly,Stock_Purchase,Male,06-Dec-1982,Married,7,Agriculture,,366.11,2,Guarantor,EcoCash,Midlands JGY6248,5,2025-10-21,2025-10-24,2025-11-21,2026-01-22,318.49,168.03,3,Bi-Weekly,Personal,Male,13-Aug-1960,Married,8,Informal_Sector,22,268.35,0,None,EcoCash,Midlands YNI9415,0,2026-01-02,2026-01-04,2026-02-01,2026-07-03,1680.82,15.43,6,Bi-Weekly,,Male,20-Jun-1995,Married,,Agriculture,10,414.13,0,Guarantor,Bank_Transfer,Masvingo YHB7736,1,2025-03-29,2025-04-05,2025-05-18,2026-09-27,2000.24,103.19,18,Monthly,Stock_Purchase,Male,20-Jun-1957,Widowed,5,Informal_Sector,14,339.21,4,None,EcoCash,Harare HRY3458,5,2025-05-05,2025-05-21,2025-06-27,2025-11-17,576.4,142.33,6,Bi-Weekly,Funeral,Male,17-Apr-1992,Married,,Informal_Sector,8,599.01,2,None,Cash,Mashonaland_West NHO1841,1,2025-11-24,2025-12-03,2026-01-10,2028-11-17,9947.43,15.16,36,Monthly,Stock_Purchase,Male,02-Sep-1993,Widowed,3,Finance,69,1017.78,2,None,Bank_Transfer,Midlands SJT4275,3,2025-10-17,2025-10-27,2025-11-22,2026-10-22,2787.28,11.26,12,Monthly,Rent,Female,11-Dec-2005,Married,0,Government,14,668.39,3,Guarantor,Cash,Masvingo JBC0455,0,2025-08-04,2025-08-09,2025-09-06,2027-01-31,744.0,128.71,18,Monthly,Equipment,Female,18-Jan-1995,Married,3,,17,155.45,8,Property,InnBucks,Mashonaland_Central YSV6272,1,2025-11-05,2025-11-17,2025-12-15,2028-11-01,43275.67,83.72,36,Monthly,Stock_Purchase,Male,12-Sep-1964,Married,6,Telecom,95,2312.05,1,None,,Manicaland SYR7039,5,2025-03-08,2025-03-13,2025-04-26,2025-09-09,1347.59,135.92,6,Monthly,Rent,Female,27-Feb-2006,Single,2,Finance,15,,0,None,Cash,Midlands VTH8070,3,2025-04-15,2025-04-25,2025-06-06,2026-04-20,1719.82,15.42,12,Monthly,Debt_Consolidation,Female,22-Jan-1992,Single,4,Retail_Trade,77,,2,Savings,EcoCash,Midlands CFL9774,3,2025-07-14,2025-07-21,2025-08-28,2027-01-12,4010.11,13.75,18,Monthly,Rent,Female,20-Feb-1983,Divorced,,Retail_Trade,68,979.11,4,Guarantor,Cash,Mashonaland_East HWL0255,1,2025-08-30,2025-09-10,2025-10-24,2027-08-31,17188.96,14.69,24,Monthly,Business_Expansion,Female,22-Jun-1969,Married,2,NGO,102,1626.16,7,Property,Bank_Transfer,Harare PWW1560,1,2024-12-30,2025-01-09,2025-02-23,2026-07-03,8676.33,96.51,18,Bi-Weekly,Business_Expansion,Male,14-Mar-1999,Married,4,Agriculture,,322.02,4,Guarantor,EcoCash,Harare ZXV8075,4,2025-07-01,2025-07-19,2025-08-27,2027-07-09,5113.69,17.35,24,Monthly,Vehicle,Male,28-Feb-1962,Divorced,4,Government,82,614.68,2,Property,EcoCash,Harare AEI0906,1,2025-11-27,2025-12-11,2026-01-17,2026-12-06,11993.55,12.99,12,Weekly,Business_Expansion,Female,05-Dec-1968,Married,4,Informal_Sector,21,661.48,1,Property,EcoCash,Manicaland ZKT4898,3,2025-03-01,2025-03-05,2025-04-08,2026-02-28,1289.09,15.63,12,Monthly,Rent,Female,30-Apr-2005,Single,0,Healthcare,4,398.84,0,None,InnBucks,Mashonaland_Central OVZ2889,4,2025-10-17,2025-11-03,2025-12-18,2029-10-13,55961.58,13.63,48,Monthly,Home_Improvement,Male,24-Oct-1980,Married,1,Mining,59,1908.44,1,None,Bank_Transfer,Harare JNK0707,4,2025-02-10,2025-02-21,2025-04-05,2026-02-16,10558.27,14.42,12,Monthly,Home_Improvement,Male,03-Oct-1996,Single,1,Manufacturing,47,672.79,0,Property,Cash,Manicaland FHI9082,5,2025-06-01,2025-06-13,2025-07-11,2025-08-12,489.96,166.91,2,Monthly,Rent,Male,14-Oct-1995,Married,2,Education,128,437.28,1,Vehicle,Cash,Masvingo CZC7195,3,2025-02-07,2025-02-24,2025-04-03,2026-02-19,1084.17,18.79,12,Bi-Weekly,Debt_Consolidation,Male,18-Jul-1995,Married,5,Retail_Trade,8,332.96,4,None,EcoCash,Mashonaland_Central EUS8425,0,2025-10-19,2025-10-31,2025-11-25,2027-10-21,363.13,134.19,24,Monthly,Debt_Consolidation,Female,10-Nov-1993,Divorced,3,Informal_Sector,21,102.11,1,,EcoCash,Harare VQF7120,3,2025-12-13,2025-12-21,2026-01-27,2027-06-14,1235.62,14.41,18,Monthly,Personal,Male,01-Feb-1987,Divorced,2,Retail_Trade,111,,0,Guarantor,Cash,Midlands GZF3442,0,2025-11-29,2025-12-06,2026-01-09,2026-12-01,874.11,159.08,12,Monthly,Farming_Inputs,Male,29-Aug-2007,Single,,Education,4,313.29,5,Guarantor,EcoCash,Midlands QHH8798,2,2025-02-26,2025-03-05,2025-04-06,2025-11-30,13910.56,91.23,9,Monthly,Farming_Inputs,Female,13-Mar-1977,Married,1,NGO,75,1533.92,2,None,EcoCash,Harare SVY2210,5,2025-04-27,2025-05-07,2025-06-01,2025-06-06,424.38,17.96,1,Bi-Weekly,Medical,Male,19-Oct-1996,Married,0,Informal_Sector,2,408.89,2,Guarantor,Bank_Transfer,Mashonaland_Central DDE2452,0,2025-11-01,2025-11-05,2025-12-10,2026-02-03,4086.78,16.64,3,Monthly,Debt_Consolidation,Male,11-Nov-1998,Married,3,Retail_Trade,28,926.41,0,Property,OneMoney,Midlands UOD1909,0,2025-04-03,2025-04-07,2025-05-07,2026-04-02,3773.06,14.42,12,Monthly,Funeral,Female,19-Nov-1964,Divorced,1,Telecom,105,1171.99,1,None,InnBucks,Mashonaland_West LFI5893,3,2026-02-03,2026-02-05,2026-03-21,2028-01-26,810.75,13.55,24,Monthly,Rent,Female,13-Apr-1997,Married,2,Agriculture,24,273.4,2,None,EcoCash,Harare VFH7810,1,2025-01-18,2025-02-08,2025-03-12,2026-02-03,5825.17,12.49,12,Monthly,Stock_Purchase,Male,08-Nov-1993,Married,1,Government,60,353.09,3,Property,Bank_Transfer,Manicaland AEA3832,2,2026-01-10,2026-01-14,2026-02-08,2028-01-04,3855.57,10.02,24,Monthly,Farming_Inputs,Female,24-Apr-1963,Married,4,Manufacturing,168,477.86,5,Livestock,EcoCash,Midlands ECF6645,5,2026-01-03,2026-01-18,2026-02-21,2026-07-17,540.64,122.62,6,Monthly,Funeral,Male,26-Mar-1998,Married,0,Agriculture,76,325.67,2,None,InnBucks,Masvingo KVT6536,0,2025-02-03,2025-02-14,2025-03-20,2026-08-08,5847.51,120.81,18,Bi-Weekly,School_Fees,Female,12-Nov-2000,Married,4,Mining,17,1608.63,4,None,Cash,Harare GJR9253,3,2025-10-12,2025-10-22,2025-11-16,2026-04-20,2827.83,14.94,6,Monthly,Debt_Consolidation,Male,01-Jun-1982,Married,,NGO,92,789.25,4,None,Bank_Transfer,Harare FMI2663,3,2025-09-20,2025-10-11,2025-11-21,2026-10-06,907.28,14.75,12,Monthly,Medical,Female,19-Dec-1959,Divorced,3,Informal_Sector,36,487.5,0,None,Cash,Matabeleland_North VQF2039,0,2025-05-29,2025-06-02,2025-06-28,2026-05-28,2111.43,121.26,12,Monthly,Wedding,Male,24-Apr-1990,Married,,Education,101,294.14,2,Savings,EcoCash,Bulawayo NLZ7990,0,2025-11-04,2025-11-07,2025-12-15,2027-10-28,1772.67,15.74,24,Monthly,Vehicle,Male,06-Oct-1996,Married,4,Retail_Trade,35,448.32,4,None,Bank_Transfer,Mashonaland_West QBO6904,1,2025-10-05,2025-10-18,2025-11-28,2026-04-16,16113.46,113.42,6,Weekly,Working_Capital,Male,28-Sep-1995,Married,3,Finance,36,,4,Property,Bank_Transfer,Harare ZBO6514,0,2025-03-18,2025-04-01,2025-04-26,2025-09-28,2645.46,116.47,6,Monthly,Funeral,Female,30-May-1997,Married,2,Retail_Trade,77,397.82,2,None,Cash,Masvingo AMJ7143,4,2025-06-10,2025-06-14,2025-07-21,2028-05-29,12755.46,90.93,36,Weekly,Home_Improvement,Male,24-May-1996,Married,2,Government,87,591.62,0,Vehicle,OneMoney,Harare PPA4216,1,2025-11-06,2025-11-24,2026-01-01,2026-11-19,5604.66,80.78,12,Weekly,Business_Expansion,Male,30-Jul-1990,Married,2,Manufacturing,79,330.83,2,Property,Bank_Transfer,Bulawayo UNG4672,2,2025-05-15,2025-06-02,2025-07-16,2027-05-23,1530.28,85.72,24,Monthly,Livestock,Male,12-Apr-1983,Divorced,6,Transport,120,368.07,1,Property,EcoCash,Midlands JKR1254,0,2025-04-01,2025-04-16,2025-05-17,2025-10-13,3312.25,132.12,6,Monthly,Vehicle,Male,01-May-2004,Married,2,Transport,33,510.32,2,None,Cash,Manicaland VEB3556,3,2025-01-31,2025-02-06,2025-03-12,2027-01-27,1675.01,,24,Monthly,Medical,Female,29-Apr-1996,Married,3,Agriculture,81,483.4,1,Guarantor,EcoCash,Bulawayo RMY5487,0,2025-02-14,2025-02-24,2025-03-28,2026-02-19,1363.39,114.59,12,Monthly,Equipment,Female,24-Apr-1999,Married,3,Informal_Sector,41,345.63,3,Vehicle,EcoCash,Midlands YAL0969,0,2025-10-25,2025-11-06,2025-12-20,2026-02-04,1077.9,139.06,3,Monthly,Livestock,Male,05-Jul-1977,Divorced,1,Agriculture,2,175.61,3,Vehicle,EcoCash,Mashonaland_Central PWY2348,2,2025-11-29,2025-12-12,2026-01-26,2026-12-07,2459.35,11.63,12,Monthly,Livestock,Male,22-Mar-1965,Married,5,Agriculture,54,164.61,2,Livestock,Cash,Midlands IHD5140,4,2025-02-07,2025-02-09,2025-03-17,2028-01-25,4130.28,19.29,36,Monthly,Equipment,Male,17-Apr-1999,Married,4,Education,14,371.64,1,Livestock,EcoCash,Midlands XAR1535,1,2025-02-20,2025-03-01,2025-04-08,2028-02-14,9025.44,138.77,36,Bi-Weekly,Business_Expansion,Female,06-Jul-1988,Married,4,Construction,47,682.99,4,Vehicle,Cash,Manicaland MOI8849,1,2025-08-07,2025-08-15,2025-09-22,2026-08-10,10992.43,15.44,12,Monthly,Business_Expansion,Male,28-Jan-1982,Widowed,5,Telecom,80,1831.29,0,Guarantor,EcoCash,Masvingo TDA1772,3,2025-10-25,2025-10-30,2025-11-28,2027-10-20,3405.13,17.7,24,Monthly,Rent,Female,13-Dec-1989,Single,4,Retail_Trade,107,721.81,0,Guarantor,Bank_Transfer,Harare FRP3664,0,2025-07-24,2025-07-31,2025-08-27,2025-10-29,2829.87,18.8,3,Monthly,Livestock,Male,22-Aug-1974,Widowed,5,Mining,133,944.79,0,None,Cash,Masvingo QXQ3920,0,2025-05-12,2025-05-18,2025-07-02,2025-11-14,3140.26,16.16,6,Monthly,Funeral,Female,23-Sep-1995,Single,5,Manufacturing,,601.15,1,Savings,InnBucks,Matabeleland_South WZM4928,4,2025-02-22,2025-02-23,2025-03-24,2028-02-08,24047.49,18.03,36,Weekly,Equipment,Male,29-Mar-1997,,4,Healthcare,,,4,Property,EcoCash,Matabeleland_North FEI7112,2,2025-05-01,2025-05-14,2025-06-14,2027-05-04,14838.46,132.78,24,Monthly,Livestock,Male,01-Oct-1994,Single,3,,86,1543.25,2,Livestock,Cash,Manicaland ZWH2382,1,2025-03-21,2025-04-01,2025-05-14,2025-09-28,3962.14,13.72,6,Monthly,Equipment,Male,23-Jun-1977,Married,2,Agriculture,53,417.04,1,,EcoCash,Manicaland YXE2782,5,2025-06-30,2025-07-04,2025-08-16,2025-09-02,525.17,152.68,2,Weekly,Funeral,Female,31-Jul-2006,Single,1,Government,22,427.11,4,None,Cash,Matabeleland_North RYR6789,0,2025-09-20,2025-09-22,2025-11-03,2026-03-21,1794.94,15.97,6,Bi-Weekly,Vehicle,Male,09-Nov-1991,Married,1,Agriculture,60,257.6,2,None,EcoCash,Mashonaland_East DOY0839,0,2025-09-10,2025-09-24,2025-10-27,2025-12-23,1629.8,15.86,3,Monthly,Stock_Purchase,Male,17-Nov-1974,Married,7,Construction,135,421.73,0,Guarantor,Cash,Mashonaland_West KOZ7559,5,2025-12-03,2025-12-06,2026-01-08,2026-03-06,470.95,19.48,3,Monthly,Rent,Male,27-Feb-1986,Divorced,5,Transport,98,281.95,0,Guarantor,EcoCash,Masvingo CGG3378,0,2025-10-31,2025-11-05,2025-12-17,2026-02-03,537.15,125.23,3,Monthly,Equipment,Male,13-Jul-1979,Married,0,,40,315.24,0,Vehicle,Bank_Transfer,Mashonaland_West MTV9217,3,2025-05-07,2025-05-25,2025-07-07,2026-05-20,1192.79,13.3,12,Monthly,School_Fees,Male,23-Jun-1984,Married,1,Construction,72,,4,Guarantor,Cash,Manicaland AEY3302,5,2025-07-06,2025-07-09,2025-08-07,2025-10-07,1447.8,192.36,3,Monthly,Personal,Male,06-Feb-1996,Married,3,Construction,48,794.33,6,Vehicle,Bank_Transfer,Harare SNN3415,1,2025-10-13,2025-10-25,2025-11-23,2026-04-23,7759.88,92.33,6,Monthly,,Female,09-Jun-2006,Married,1,Government,30,774.98,6,Vehicle,InnBucks,Bulawayo DLH2120,2,2025-07-31,2025-08-06,2025-09-11,2026-08-01,5874.67,89.12,12,Weekly,Equipment,Female,27-Aug-1992,Married,,Telecom,65,714.6,0,Livestock,Bank_Transfer,Mashonaland_Central LMC5561,3,2025-01-29,2025-02-10,2025-03-20,2026-02-05,637.59,12.4,12,Monthly,Medical,Male,06-Feb-1983,,2,Agriculture,121,172.68,2,None,Cash,Mashonaland_West JVR3739,1,2026-01-25,2026-01-26,2026-03-12,2027-01-21,5379.06,13.85,12,Weekly,Stock_Purchase,Male,17-Jun-1975,Married,7,Education,149,562.02,0,Property,Bank_Transfer,Harare YDK7231,3,2026-01-22,2026-02-06,2026-03-10,2026-08-05,829.14,15.17,6,Monthly,Rent,Female,07-Apr-1991,Married,,Informal_Sector,39,324.49,0,Savings,EcoCash,Manicaland LKP2717,0,2025-05-02,2025-05-12,2025-06-23,2026-11-03,1012.72,18.0,18,Monthly,Working_Capital,Male,26-Sep-1975,Divorced,3,Agriculture,30,320.91,0,None,EcoCash,Harare NLD0288,5,2025-09-27,2025-10-14,2025-11-18,2026-01-12,907.59,21.79,3,Bi-Weekly,Medical,Male,13-Jun-1972,Married,6,Healthcare,53,495.88,2,None,EcoCash,Mashonaland_West QWZ3328,2,2025-11-13,2025-11-28,2026-01-12,2026-08-25,5018.18,96.54,9,Monthly,Farming_Inputs,Male,06-Jan-1962,Married,0,Retail_Trade,35,309.91,2,,OneMoney,Mashonaland_Central AQB8755,0,2025-12-28,2026-01-12,2026-02-13,2026-07-11,3023.98,,6,Monthly,Home_Improvement,Male,12-Sep-1995,Single,4,Manufacturing,,571.3,8,Property,EcoCash,Harare ZPO6482,2,2025-06-29,2025-07-12,2025-08-08,2026-07-07,3926.26,,12,Monthly,Livestock,Male,09-Jan-1979,Divorced,0,Retail_Trade,67,330.1,2,Savings,EcoCash,Harare VJA4011,3,2026-01-06,2026-01-19,2026-02-19,2027-01-14,1302.68,16.73,12,Bi-Weekly,School_Fees,Female,10-Sep-1986,Divorced,4,Education,40,415.99,0,Guarantor,Cash,Midlands UNR1034,1,2025-05-16,2025-05-20,2025-06-27,2026-05-15,10378.72,14.9,12,Monthly,Business_Expansion,Male,07-Jun-1976,Married,4,Construction,21,816.1,7,Livestock,EcoCash,Manicaland JET8498,0,2025-11-07,2025-11-08,2025-12-21,2027-05-02,6179.37,114.1,18,Monthly,,Female,14-Jan-1975,Married,2,Government,76,784.37,0,None,EcoCash,Midlands KZM1206,1,2025-01-06,2025-01-22,2025-02-23,2026-01-17,1859.5,15.61,12,Monthly,Stock_Purchase,Male,13-Dec-1968,Divorced,,Informal_Sector,16,,3,Guarantor,Cash,Bulawayo ZHM9357,0,2025-05-25,2025-06-11,2025-07-20,2026-06-06,2548.38,77.04,12,Monthly,Rent,Male,30-Apr-1994,Married,2,Mining,47,459.55,3,None,Bank_Transfer,Mashonaland_East DQJ5519,1,2025-03-11,2025-03-28,2025-05-09,2026-03-23,921.62,12.61,12,Monthly,Business_Expansion,Male,10-Apr-1976,,6,Agriculture,123,73.18,2,Guarantor,Cash,Matabeleland_North WPQ7065,2,2025-08-09,2025-08-14,2025-09-15,2026-08-09,10560.22,11.22,12,Monthly,Livestock,Male,03-Mar-1986,Married,1,Retail_Trade,60,615.18,2,Savings,EcoCash,Matabeleland_South ANP6398,0,2025-02-27,2025-03-11,2025-04-20,2026-09-02,4833.93,18.52,18,Monthly,Equipment,Female,23-Nov-1994,Single,3,Transport,135,,4,Property,Cash,Mashonaland_Central TWV6276,3,2025-06-08,2025-06-26,2025-07-24,2026-12-18,597.08,18.19,18,Monthly,Personal,Female,22-Aug-1989,Married,,Informal_Sector,26,165.55,8,Guarantor,Cash,Mashonaland_Central UIG4581,1,2025-10-20,2025-10-23,2025-11-23,2027-04-16,4279.47,121.03,18,Bi-Weekly,,Female,09-Aug-1979,Married,4,Government,133,419.77,0,Guarantor,Bank_Transfer,Matabeleland_North MCK4510,0,2025-03-15,2025-03-23,2025-05-05,2026-03-18,2538.51,104.42,12,Monthly,School_Fees,Male,03-Jun-1983,Divorced,6,Informal_Sector,10,507.49,0,Guarantor,InnBucks,Bulawayo WCQ8946,0,2025-02-21,2025-02-25,2025-04-04,2025-08-24,4453.23,150.91,6,Monthly,Medical,Male,02-Aug-1985,,6,Mining,56,1419.15,1,Property,Cash,Manicaland VPL5439,0,2025-12-09,2025-12-16,2026-01-21,2026-12-11,3002.72,110.86,12,Monthly,Medical,Male,25-Nov-1963,Married,3,,58,945.0,0,None,Bank_Transfer,Bulawayo QUL4939,3,2025-09-15,2025-10-04,2025-11-16,2027-03-28,669.26,15.44,18,Weekly,Debt_Consolidation,Female,02-Dec-1996,Divorced,2,Informal_Sector,17,223.69,6,None,EcoCash,Manicaland DTB0595,4,2025-02-25,2025-03-15,2025-04-12,2026-03-10,16006.64,20.07,12,Monthly,Home_Improvement,Female,17-Feb-1992,Married,2,Construction,40,754.84,4,Property,EcoCash,Mashonaland_West WGZ0312,0,2025-12-05,2025-12-10,2026-01-24,2027-11-30,1573.06,161.82,24,Monthly,Business_Expansion,Male,10-Jun-1976,Divorced,2,Construction,66,,1,Property,EcoCash,Midlands ORU3710,5,2025-06-19,2025-07-07,2025-08-02,2026-01-03,180.86,164.13,6,Bi-Weekly,Medical,Male,09-May-1989,Married,1,Informal_Sector,28,161.76,0,None,EcoCash,Masvingo BMU3842,0,2025-06-17,2025-06-27,2025-07-28,2027-06-17,470.78,120.22,24,Bi-Weekly,Debt_Consolidation,Male,02-Nov-1985,Divorced,7,Informal_Sector,16,212.06,2,,EcoCash,Mashonaland_West WAS1041,0,2025-07-11,2025-07-14,2025-08-14,2027-07-04,2462.78,173.68,24,Monthly,Equipment,Male,06-Sep-1987,Married,3,Informal_Sector,13,286.85,5,Guarantor,Cash,Mashonaland_Central RUV8304,0,2025-07-16,2025-07-19,2025-08-28,2027-01-10,784.6,109.15,18,Monthly,Farming_Inputs,Male,10-Dec-1982,Married,3,Construction,80,162.72,2,Vehicle,InnBucks,Midlands NXF7025,1,2025-06-24,2025-07-12,2025-08-25,2027-01-03,3153.78,14.39,18,Monthly,Business_Expansion,Female,08-Nov-1958,Married,1,Informal_Sector,23,404.52,2,None,EcoCash,Harare SMT6291,1,2025-09-28,2025-10-07,2025-11-12,2027-03-31,10119.33,136.08,18,Monthly,Equipment,Male,03-Nov-1985,Married,4,Government,213,465.77,1,None,Bank_Transfer,Mashonaland_Central COY6762,0,2025-04-10,2025-04-21,2025-05-27,2025-10-18,1280.34,17.21,6,Monthly,Funeral,Male,19-Nov-1978,Widowed,2,Transport,58,297.05,1,,Bank_Transfer,Midlands UXX8278,0,2026-01-14,2026-01-30,2026-03-11,2027-07-24,1095.15,100.18,18,Monthly,,Male,02-Jul-1981,Married,2,Retail_Trade,82,323.02,1,,InnBucks,Midlands QOP8824,2,2025-01-24,2025-02-14,2025-03-12,2027-02-04,1793.96,10.34,24,Monthly,Equipment,Male,15-Sep-1984,Married,2,Agriculture,108,249.65,0,Guarantor,OneMoney,Manicaland XVT5952,2,2025-02-21,2025-03-04,2025-04-11,2026-02-27,10434.96,94.56,12,Monthly,Livestock,Male,20-Feb-1982,Married,4,Finance,34,1119.41,0,Guarantor,Cash,Manicaland HWE7781,0,2025-07-19,2025-07-28,2025-09-05,2027-07-18,861.28,15.04,24,Monthly,Wedding,Female,08-Oct-1964,Married,2,Agriculture,41,250.04,1,None,Cash,Mashonaland_Central SRR9343,0,2025-07-21,2025-07-25,2025-09-06,2026-01-21,3076.21,118.58,6,Monthly,Farming_Inputs,Female,17-Mar-1995,Single,,Agriculture,47,350.59,0,Property,Cash,Manicaland FMT3981,0,2025-04-03,2025-04-05,2025-05-14,2027-03-26,3070.59,112.97,24,Monthly,Farming_Inputs,Male,18-Mar-1990,Married,1,Agriculture,66,426.96,1,None,InnBucks,Harare RWK1255,5,2025-09-22,2025-10-02,2025-11-08,2025-12-31,353.73,156.64,3,Bi-Weekly,Personal,Female,08-Nov-1970,Married,,Agriculture,111,303.03,0,Property,OneMoney,Mashonaland_West GUX1313,5,2025-03-30,2025-04-05,2025-05-04,2025-07-04,1291.66,146.41,3,Bi-Weekly,Funeral,Female,08-Jan-1999,Married,3,Retail_Trade,14,975.68,5,Savings,EcoCash,Matabeleland_North VED0121,5,2025-02-20,2025-02-21,2025-03-25,2025-05-22,299.56,145.4,3,Monthly,Funeral,Male,13-Apr-1969,Married,6,Agriculture,156,127.6,3,None,EcoCash,Mashonaland_East SQR9285,3,2025-01-20,2025-01-27,2025-03-12,2025-07-26,254.4,15.81,6,Bi-Weekly,Debt_Consolidation,Female,09-Apr-1992,Divorced,2,Manufacturing,68,,3,Property,EcoCash,Harare PSQ9368,2,2025-11-21,2025-11-26,2025-12-28,2026-11-21,729.98,110.38,12,Monthly,Farming_Inputs,Male,03-Sep-1981,Divorced,3,Agriculture,88,248.26,1,Guarantor,InnBucks,Bulawayo DFU2564,0,2025-01-31,2025-02-07,2025-03-04,2025-08-06,1516.76,15.26,6,Bi-Weekly,Personal,Male,10-Dec-1983,Single,0,Agriculture,37,292.44,0,Vehicle,Bank_Transfer,Mashonaland_West OLC5603,2,2025-06-06,2025-06-18,2025-07-21,2026-06-13,5841.85,9.72,12,Bi-Weekly,Livestock,Male,08-Dec-1996,Married,1,Education,91,540.96,1,Savings,Bank_Transfer,Bulawayo ZAH6196,3,2025-03-08,2025-03-26,2025-05-06,2026-03-21,795.21,109.82,12,Monthly,Personal,Male,31-Mar-1999,Single,1,Informal_Sector,45,150.27,1,Guarantor,InnBucks,Mashonaland_West GQZ5053,2,2025-08-15,2025-09-01,2025-10-07,2026-02-28,3146.23,11.77,6,Bi-Weekly,Equipment,Female,03-Mar-2001,Single,3,Manufacturing,,499.38,2,Vehicle,Cash,Midlands NSL2545,4,2025-10-03,2025-10-20,2025-11-26,2028-10-04,14400.18,15.79,36,Monthly,Vehicle,Female,27-Jul-1985,Single,5,Finance,37,816.76,2,Guarantor,EcoCash,Harare PRO0137,0,2026-01-03,2026-01-11,2026-02-08,2026-07-10,6298.13,18.26,6,Monthly,Farming_Inputs,Male,29-Nov-1980,Single,0,Manufacturing,64,1039.09,0,None,OneMoney,Midlands STU0764,3,2025-04-11,2025-04-27,2025-06-04,2026-04-22,2618.09,17.71,12,Monthly,Debt_Consolidation,Female,29-Jan-1994,Divorced,2,Mining,18,,1,Guarantor,Cash,Masvingo KTK7805,3,2025-06-12,2025-06-26,2025-07-28,2026-06-21,5315.31,13.57,12,Monthly,,Female,21-Jun-1996,Single,5,NGO,58,1325.69,1,Savings,InnBucks,Bulawayo EYS9609,4,2026-01-19,2026-01-20,2026-03-02,2029-01-04,6234.32,98.17,36,Monthly,Equipment,Male,05-Sep-2005,Single,,Informal_Sector,14,295.17,6,Property,Cash,Manicaland KZG5885,0,2026-01-09,2026-01-15,2026-02-13,2026-07-14,3379.16,17.67,6,Monthly,Equipment,Female,26-Jan-1974,Widowed,6,Healthcare,26,625.63,2,None,Cash,Matabeleland_South PCB8761,0,2025-11-19,2025-11-27,2025-12-27,2026-11-22,2822.22,13.8,12,Bi-Weekly,Debt_Consolidation,Male,05-Sep-1978,Widowed,4,Retail_Trade,106,884.09,1,Vehicle,Bank_Transfer,Harare WGW9568,5,2025-08-27,2025-09-05,2025-10-10,2026-03-04,762.74,169.54,6,Weekly,Medical,Female,27-Apr-1994,Single,6,Agriculture,72,,1,None,Bank_Transfer,Mashonaland_West BEP3948,5,2025-07-07,2025-07-28,2025-08-22,2025-08-27,718.06,166.77,1,Bi-Weekly,Funeral,Female,16-Oct-1995,Married,4,Education,23,495.04,1,None,Bank_Transfer,Mashonaland_West DMJ2590,3,2025-01-29,2025-02-11,2025-03-28,2025-08-10,1906.19,14.93,6,Monthly,Medical,Female,07-Sep-1968,Married,3,Agriculture,166,,0,Savings,Cash,Harare CTW5615,3,2025-09-02,2025-09-08,2025-10-18,2026-03-07,225.92,14.78,6,Monthly,School_Fees,Male,29-Jan-1981,Married,4,Agriculture,103,108.7,2,Savings,EcoCash,Bulawayo OPB8278,2,2025-05-24,2025-05-27,2025-06-26,2026-02-21,3299.75,86.01,9,Bi-Weekly,Equipment,Female,16-Feb-1990,Single,0,Government,45,424.45,2,Livestock,EcoCash,Matabeleland_South CWB2561,1,2025-11-25,2025-11-30,2026-01-02,2027-05-24,6096.66,123.67,18,Weekly,Working_Capital,Female,21-Nov-1993,Married,2,Informal_Sector,12,544.45,5,Vehicle,OneMoney,Mashonaland_Central XIJ2478,1,2025-01-18,2025-01-25,2025-03-01,2028-01-10,16989.24,15.51,36,Weekly,Business_Expansion,Male,12-Aug-1975,Divorced,6,Finance,59,947.33,2,Vehicle,Cash,Mashonaland_West FDX4097,5,2025-09-20,2025-09-24,2025-11-05,2025-12-23,512.08,170.16,3,Weekly,Personal,Male,15-Nov-1990,Divorced,3,Retail_Trade,35,335.8,0,Guarantor,InnBucks,Midlands YJG5740,2,2025-08-24,2025-09-07,2025-10-02,2026-06-04,1331.77,102.45,9,Monthly,Farming_Inputs,Female,26-Feb-2000,Single,3,Retail_Trade,26,,0,Guarantor,Bank_Transfer,Mashonaland_East SRX6811,3,2025-07-17,2025-07-18,2025-08-28,2027-07-08,2310.58,13.99,24,Monthly,Rent,Male,16-Mar-1994,Divorced,2,Government,50,487.93,2,Savings,Bank_Transfer,Mashonaland_Central PRK4060,3,2025-01-23,2025-02-10,2025-03-25,2026-02-05,1004.13,13.77,12,Monthly,Debt_Consolidation,Female,16-May-2004,Single,2,Construction,6,359.72,1,Guarantor,EcoCash,Mashonaland_Central ZSQ2949,0,2025-08-05,2025-08-20,2025-09-28,2027-08-10,4607.26,19.31,24,Bi-Weekly,Rent,Male,02-Apr-1973,Divorced,8,Government,46,770.11,4,Savings,OneMoney,Harare HES7557,0,2025-08-31,2025-09-20,2025-11-03,2027-03-14,1898.84,111.9,18,Monthly,Funeral,Female,25-Oct-1969,Married,1,Agriculture,93,205.1,0,Livestock,Bank_Transfer,Mashonaland_East UWQ9670,0,2025-04-06,2025-04-19,2025-05-17,2025-10-16,2628.57,106.33,6,Monthly,Wedding,Male,04-Jun-1997,Married,4,Informal_Sector,5,591.74,1,Livestock,Cash,Mashonaland_Central BAJ2081,1,2025-05-27,2025-06-13,2025-07-24,2025-12-10,8082.22,146.28,6,Bi-Weekly,Equipment,Female,09-Dec-1980,Married,5,Healthcare,104,533.97,0,Guarantor,InnBucks,Harare DXX9121,3,2025-03-31,2025-04-19,2025-05-28,2025-10-16,764.24,14.3,6,Weekly,Personal,Male,30-Oct-1982,Single,5,Agriculture,,234.47,1,Savings,InnBucks,Harare VZD1340,2,2025-01-22,2025-01-24,2025-03-03,2025-10-21,2272.46,113.11,9,Bi-Weekly,Equipment,Male,06-Jan-1999,,2,Agriculture,7,287.03,1,Livestock,Bank_Transfer,Midlands KCX1429,1,2025-06-07,2025-06-25,2025-07-21,2026-12-17,4740.85,103.87,18,Monthly,,Female,26-Apr-1999,Single,2,NGO,21,1117.7,3,Guarantor,OneMoney,Manicaland JUZ7305,0,2025-08-10,2025-08-24,2025-09-22,2027-08-14,2041.38,18.13,24,Monthly,Funeral,Male,08-Jul-2006,Single,1,Telecom,10,614.62,1,Vehicle,Bank_Transfer,Mashonaland_West AMD7755,2,2026-02-04,2026-02-23,2026-04-07,2026-11-20,10639.05,109.13,9,Bi-Weekly,Farming_Inputs,Male,01-Aug-1983,Married,,Retail_Trade,28,577.32,2,Property,EcoCash,Mashonaland_East AOT6315,2,2025-11-06,2025-11-24,2025-12-22,2026-11-19,6246.3,10.84,12,Monthly,Farming_Inputs,Female,25-Aug-1990,Married,2,Manufacturing,29,730.14,2,Guarantor,Bank_Transfer,Mashonaland_West YXO2209,3,2026-02-18,2026-02-21,2026-03-18,2027-08-15,757.33,12.04,18,Monthly,Medical,Female,23-Feb-1979,Widowed,4,Agriculture,,200.07,1,None,InnBucks,Midlands EWV1407,2,2025-06-02,2025-06-17,2025-07-16,2026-12-09,4490.26,133.4,18,Monthly,Farming_Inputs,Male,30-Mar-1991,Married,4,Retail_Trade,61,833.67,4,Property,EcoCash,Harare GWG3380,4,2025-03-26,2025-04-14,2025-05-24,2028-03-29,5622.69,17.89,36,Monthly,Home_Improvement,Male,04-Apr-1985,Married,4,Retail_Trade,71,293.04,8,Property,EcoCash,Harare YUU4145,2,2025-08-30,2025-09-08,2025-10-22,2026-06-05,3225.89,127.03,9,Monthly,Working_Capital,Male,01-Mar-1992,Married,3,Informal_Sector,32,489.36,6,None,Cash,Harare TZW5104,0,2026-02-12,2026-02-14,2026-03-21,2028-02-04,2703.72,,24,Monthly,Stock_Purchase,Male,04-Jan-1971,Widowed,0,Informal_Sector,31,374.61,1,Savings,Bank_Transfer,Harare SVI0226,3,2025-11-13,2025-11-25,2025-12-28,2026-05-24,604.39,63.85,6,Monthly,School_Fees,Female,24-Feb-1956,Married,4,,29,141.19,4,None,EcoCash,Manicaland KOO3080,0,2026-02-16,2026-02-20,2026-03-22,2028-02-10,1165.38,104.68,24,Monthly,Wedding,Male,08-May-1997,Divorced,2,Agriculture,5,127.65,3,None,Bank_Transfer,Masvingo RCR7780,1,2025-02-06,2025-02-20,2025-03-28,2026-08-14,3273.74,105.84,18,Monthly,Business_Expansion,Male,07-Feb-1998,Single,2,Agriculture,87,347.27,4,None,EcoCash,Manicaland DDZ1864,5,2025-12-10,2025-12-19,2026-01-19,2026-06-17,1482.54,128.37,6,Bi-Weekly,Funeral,Female,20-Feb-1981,Married,2,Retail_Trade,85,830.71,2,Vehicle,Bank_Transfer,Manicaland MSG9202,3,2025-01-04,2025-01-09,2025-02-14,2025-07-08,1057.22,14.23,6,Monthly,Debt_Consolidation,Female,15-Sep-2006,Single,1,Healthcare,11,,2,Guarantor,InnBucks,Mashonaland_West GNC7973,0,2025-06-09,2025-06-12,2025-07-24,2026-12-04,3041.91,97.93,18,Monthly,Vehicle,Male,05-Feb-1981,Married,6,Retail_Trade,39,870.12,0,None,EcoCash,Manicaland TNB6317,3,2025-03-26,2025-04-11,2025-05-18,2026-04-06,2467.43,15.02,12,Weekly,Personal,Female,16-Jul-1983,Married,0,Transport,6,768.11,0,Savings,OneMoney,Bulawayo CKP5184,5,2025-02-13,2025-03-02,2025-04-07,2025-05-31,422.8,171.08,3,Bi-Weekly,Rent,Male,19-May-1986,Divorced,6,Informal_Sector,10,292.06,2,Vehicle,EcoCash,Manicaland FAN3835,2,2025-04-03,2025-04-05,2025-05-04,2025-12-31,3590.44,10.62,9,Monthly,Farming_Inputs,Male,31-Jul-1991,Married,4,Manufacturing,63,502.34,0,Property,Cash,Bulawayo ASP0506,0,2025-01-29,2025-02-17,2025-03-19,2025-05-18,2715.79,138.47,3,Monthly,Equipment,Male,25-Nov-1996,Married,5,Agriculture,,395.27,2,None,EcoCash,Midlands XEP8902,3,2025-12-13,2025-12-15,2026-01-10,2026-06-13,1033.57,12.78,6,Monthly,Personal,Female,27-Apr-1992,Married,4,Healthcare,39,512.18,1,None,EcoCash,Mashonaland_East GFQ0333,0,2025-09-23,2025-09-25,2025-10-23,2026-09-20,2204.0,148.15,12,Monthly,School_Fees,Male,04-Jun-1994,Married,0,Education,154,734.88,4,Vehicle,InnBucks,Harare STU7442,4,2025-02-03,2025-02-15,2025-03-20,2026-02-10,10010.01,13.18,12,Monthly,Home_Improvement,Female,14-Dec-2002,Single,0,NGO,19,,0,Vehicle,InnBucks,Bulawayo KZH7721,1,2025-01-18,2025-01-24,2025-03-03,2027-01-14,6579.39,12.75,24,Monthly,Stock_Purchase,Female,19-Feb-1973,Married,5,Manufacturing,50,465.89,3,Property,InnBucks,Harare QFV2858,5,2025-04-10,2025-04-30,2025-06-09,2025-10-27,398.94,182.43,6,Monthly,Funeral,Female,14-Jul-2003,Single,0,Healthcare,,,1,None,InnBucks,Harare CNA2475,1,2025-10-30,2025-11-20,2025-12-28,2028-11-04,7585.16,16.29,36,Monthly,Stock_Purchase,Male,05-Mar-1980,Married,3,Healthcare,110,800.68,1,Vehicle,Bank_Transfer,Mashonaland_East VPQ2939,2,2025-04-16,2025-04-18,2025-05-23,2027-04-08,549.74,13.15,24,Bi-Weekly,Farming_Inputs,Female,16-May-1985,Married,3,Agriculture,47,136.42,1,Livestock,EcoCash,Masvingo XTL1241,2,2024-12-27,2025-01-10,2025-02-11,2026-12-31,12456.08,121.05,24,Monthly,Livestock,Male,14-Dec-1987,Married,0,NGO,47,922.29,3,Livestock,Bank_Transfer,Harare RTH9839,5,2026-02-01,2026-02-05,2026-03-20,2026-05-06,487.01,175.43,3,Monthly,Funeral,Female,09-Jan-1997,Widowed,2,Retail_Trade,70,373.4,6,None,Bank_Transfer,Harare YVY5308,3,2025-06-28,2025-07-02,2025-08-15,2026-06-27,1106.91,18.31,12,Bi-Weekly,School_Fees,Female,30-Apr-2004,Single,,Agriculture,41,317.21,4,Guarantor,InnBucks,Harare FZY1694,2,2025-08-29,2025-09-04,2025-09-28,2026-08-30,4245.13,121.64,12,Bi-Weekly,Livestock,Male,18-Jan-1984,Married,0,Informal_Sector,22,225.95,1,Vehicle,Bank_Transfer,Harare YCA2616,2,2025-03-11,2025-03-21,2025-04-15,2026-03-16,1596.25,107.61,12,Weekly,Livestock,Female,01-Nov-1963,Married,6,Agriculture,116,193.19,5,Property,Bank_Transfer,Bulawayo HMU3975,1,2026-02-13,2026-02-20,2026-03-23,2027-08-14,13169.13,84.59,18,Weekly,Working_Capital,Female,04-Nov-1959,Single,,Telecom,157,1400.94,4,Property,Cash,Harare FDU1357,0,2025-10-01,2025-10-02,2025-10-28,2027-09-22,11582.78,16.99,24,Monthly,Wedding,Male,20-Aug-1998,Single,2,Telecom,28,2315.81,0,Property,EcoCash,Midlands COI6888,5,2025-08-05,2025-08-11,2025-09-05,2025-09-10,1348.38,165.45,1,Monthly,Medical,Female,06-Nov-1985,Married,2,Manufacturing,,,5,Savings,InnBucks,Harare YQQ9816,1,2026-02-06,2026-02-27,2026-03-28,2027-08-21,7367.81,87.05,18,Monthly,Stock_Purchase,Male,10-Dec-1996,Married,4,Construction,,418.81,2,Property,Cash,Matabeleland_North DCJ0598,3,2026-02-11,2026-02-26,2026-03-28,2027-08-20,3455.58,15.71,18,Monthly,Debt_Consolidation,Female,26-Mar-1996,Married,2,Telecom,100,1290.53,3,Guarantor,OneMoney,Midlands QAF1690,2,2025-04-15,2025-04-30,2025-05-28,2026-01-25,5905.86,9.07,9,Bi-Weekly,Working_Capital,Male,17-Jul-1991,Married,1,Telecom,77,578.03,4,Livestock,EcoCash,Bulawayo SSF8640,1,2025-06-11,2025-06-13,2025-07-21,2028-05-28,11153.12,110.8,36,Monthly,Business_Expansion,Male,17-Sep-1982,Widowed,1,Government,89,799.19,8,,Bank_Transfer,Matabeleland_South QZS7048,0,2025-06-13,2025-07-01,2025-08-14,2025-12-28,639.51,16.46,6,Monthly,Equipment,Male,03-Jan-1981,Married,,Retail_Trade,94,263.46,6,None,Bank_Transfer,Manicaland UMU0017,0,2025-10-17,2025-11-04,2025-11-28,2026-02-02,7761.53,17.62,3,Bi-Weekly,Livestock,Male,09-Apr-1973,Widowed,3,Finance,135,2334.12,1,Guarantor,Cash,Matabeleland_South NHR0599,0,2025-08-19,2025-08-21,2025-09-24,2026-08-16,6652.28,16.05,12,Monthly,Vehicle,Male,02-Jul-1975,Divorced,5,Mining,123,836.63,3,Vehicle,OneMoney,Manicaland TBH5424,3,2025-01-30,2025-02-18,2025-03-28,2027-02-08,1558.43,12.62,24,Monthly,Medical,Male,08-Jun-1967,Married,2,Manufacturing,6,517.61,1,Savings,OneMoney,Manicaland ASQ3055,0,2025-08-24,2025-08-26,2025-09-25,2027-08-16,484.58,15.96,24,Monthly,Business_Expansion,Male,30-Mar-1978,Married,2,Agriculture,79,143.01,3,None,Bank_Transfer,Mashonaland_West YJL2807,1,2025-08-21,2025-08-30,2025-09-27,2028-08-14,9702.27,93.23,36,Monthly,Equipment,Male,08-Sep-1996,Single,2,Finance,94,909.04,2,Vehicle,EcoCash,Matabeleland_North REM8079,2,2025-10-03,2025-10-13,2025-11-19,2027-04-06,4435.65,10.9,18,Monthly,Livestock,Female,18-Dec-1977,Widowed,,Construction,22,639.71,0,None,Bank_Transfer,Manicaland PYI6606,1,2025-08-01,2025-08-17,2025-09-26,2028-08-01,1986.18,14.56,36,Monthly,Business_Expansion,Female,28-Oct-1989,Married,2,Agriculture,59,149.86,2,Savings,Bank_Transfer,Mashonaland_West FIO0648,1,2025-12-18,2025-12-27,2026-01-28,2026-12-22,1177.95,103.46,12,Monthly,Business_Expansion,Male,09-Nov-1987,Married,4,Agriculture,111,119.95,2,None,EcoCash,Matabeleland_South KCL5134,1,2025-09-16,2025-09-19,2025-10-18,2026-09-14,12185.13,139.95,12,Monthly,Business_Expansion,Male,18-Jan-1967,Married,,Retail_Trade,95,786.85,3,Vehicle,Bank_Transfer,Midlands XFA4921,3,2026-02-09,2026-02-21,2026-03-18,2027-08-15,5076.76,16.19,18,Monthly,School_Fees,Male,14-Apr-1986,,5,NGO,100,1172.24,2,Guarantor,EcoCash,Harare MFS7445,0,2025-08-10,2025-08-15,2025-09-16,2026-02-11,1353.72,113.74,6,Monthly,Equipment,Female,21-Jan-1984,Married,2,Transport,39,531.58,6,Guarantor,Bank_Transfer,Midlands LJN7166,1,2025-07-14,2025-08-02,2025-08-28,2026-07-28,3079.87,110.88,12,Monthly,Business_Expansion,,11-May-1994,Divorced,3,Informal_Sector,38,235.72,7,Property,Bank_Transfer,Matabeleland_North ZSB8267,1,2025-12-10,2025-12-24,2026-01-24,2028-12-08,5887.1,83.55,36,Monthly,Working_Capital,Female,13-Dec-1982,Married,1,Informal_Sector,18,323.39,2,Savings,Cash,Mashonaland_Central NOY2382,3,2025-04-18,2025-04-23,2025-05-28,2027-04-13,1609.24,14.91,24,Monthly,,Male,19-Jun-1969,Married,1,Agriculture,69,317.45,0,Guarantor,Bank_Transfer,Mashonaland_East VID0540,1,2025-07-16,2025-07-24,2025-08-20,2026-07-19,3729.29,111.61,12,Monthly,Business_Expansion,Female,25-Aug-2005,Single,1,,46,366.0,0,None,OneMoney,Harare PUI7231,0,2025-09-17,2025-09-28,2025-11-08,2026-09-23,1760.66,127.8,12,Monthly,Home_Improvement,Female,03-Dec-2002,Single,3,Informal_Sector,11,287.34,0,None,EcoCash,Harare DIU7827,0,2025-05-05,2025-05-12,2025-06-06,2027-05-02,7373.5,116.04,24,Monthly,Funeral,Male,04-Nov-2000,Married,4,Telecom,12,1599.28,2,None,EcoCash,Manicaland LMS1840,0,2025-09-12,2025-09-28,2025-10-27,2027-03-22,6428.85,17.01,18,Weekly,Wedding,Female,17-Sep-1964,Divorced,3,Mining,21,1303.47,1,Livestock,Bank_Transfer,Harare JSI0972,2,2026-01-24,2026-01-26,2026-02-27,2027-07-20,12265.15,95.85,18,Monthly,Working_Capital,Male,25-Jan-1994,Single,4,Mining,83,1752.6,0,Vehicle,EcoCash,Harare VWH4510,3,2026-02-24,2026-02-28,2026-04-08,2028-02-18,1728.96,14.75,24,Monthly,Personal,Male,04-Aug-1960,Divorced,,Education,25,,0,Livestock,Bank_Transfer,Harare XPZ8442,0,2025-05-18,2025-06-08,2025-07-15,2025-12-05,3184.9,145.12,6,Monthly,Farming_Inputs,Male,09-Nov-1993,Single,4,NGO,64,859.29,1,None,Bank_Transfer,Bulawayo IVR6080,4,2025-04-25,2025-04-29,2025-05-25,2026-10-21,2919.35,91.17,18,Monthly,,Female,03-Apr-1978,Married,4,Informal_Sector,41,,0,Property,Bank_Transfer,Bulawayo DAE7056,2,2025-03-13,2025-03-22,2025-04-20,2025-12-17,13132.45,92.64,9,Monthly,Equipment,Female,31-Mar-1962,Married,7,Manufacturing,91,894.73,3,Savings,OneMoney,Midlands XSF9221,2,2025-10-31,2025-11-13,2025-12-15,2026-05-12,2504.13,71.55,6,Weekly,Farming_Inputs,Male,02-Oct-1996,Divorced,4,Informal_Sector,,392.0,2,None,Bank_Transfer,Midlands WDQ3723,0,2024-12-31,2025-01-03,2025-02-17,2025-07-02,4732.08,103.11,6,Monthly,Livestock,Male,06-Jun-1992,Single,3,Informal_Sector,16,668.7,6,,OneMoney,Harare SDI9085,3,2025-06-17,2025-06-27,2025-07-28,2025-12-24,7028.42,14.13,6,Monthly,School_Fees,Male,08-Feb-1993,Married,2,Mining,27,1731.15,1,Livestock,EcoCash,Mashonaland_East SZA0713,0,2025-10-24,2025-10-30,2025-11-24,2026-04-28,6333.92,113.21,6,Monthly,Equipment,Male,13-Dec-1991,Single,2,Mining,8,1368.97,7,None,Bank_Transfer,Mashonaland_East OHE7288,3,2025-08-29,2025-09-17,2025-10-21,2026-09-12,2411.08,14.34,12,Monthly,Debt_Consolidation,Female,28-Dec-2001,Single,0,Healthcare,12,,0,None,EcoCash,Harare RKN4919,1,2025-04-01,2025-04-03,2025-05-08,2026-03-29,8044.79,101.04,12,Monthly,Business_Expansion,Male,22-Nov-1993,Divorced,3,Informal_Sector,25,,4,Property,InnBucks,Harare UEP2190,0,2025-02-20,2025-03-08,2025-04-16,2025-06-06,5167.0,16.34,3,Monthly,Business_Expansion,Female,22-Nov-1987,Divorced,1,Construction,,1099.22,2,Guarantor,Cash,Harare CLT5723,3,2025-04-01,2025-04-06,2025-05-04,2026-04-01,2488.83,16.19,12,Monthly,Debt_Consolidation,Male,04-Nov-1982,Single,6,NGO,72,1231.87,4,Property,EcoCash,Harare VJI8551,2,2025-11-08,2025-11-22,2026-01-02,2027-11-12,2950.05,104.17,24,Monthly,Farming_Inputs,Female,09-Oct-1974,Married,1,Retail_Trade,28,380.59,0,Property,EcoCash,Harare XPK3889,1,2025-08-08,2025-08-15,2025-09-26,2028-07-30,1749.89,114.43,36,Monthly,Business_Expansion,Female,16-May-2004,Single,0,Agriculture,18,157.86,1,None,Bank_Transfer,Midlands SGT3305,0,2025-12-26,2025-12-29,2026-01-26,2026-12-24,1878.34,103.67,12,Weekly,Equipment,Male,19-Nov-1988,Married,5,Education,119,501.75,0,Guarantor,OneMoney,Harare SAL4070,3,2025-12-15,2025-12-28,2026-01-28,2026-12-23,1180.76,15.08,12,Monthly,Medical,Male,24-Dec-1960,Married,4,Manufacturing,104,318.8,1,Savings,InnBucks,Mashonaland_East WVM8211,2,2025-09-06,2025-09-23,2025-10-27,2026-09-18,2803.04,110.63,12,Monthly,Farming_Inputs,Female,15-Sep-1975,Widowed,5,Agriculture,35,246.83,6,Livestock,Bank_Transfer,Bulawayo PCS1722,4,2025-07-04,2025-07-14,2025-08-19,2026-07-09,18347.52,13.72,12,Monthly,Equipment,Female,15-Apr-1984,Married,5,Mining,37,1294.64,1,Property,Bank_Transfer,Mashonaland_East XKR6147,5,2025-10-06,2025-10-17,2025-11-22,2026-01-15,510.59,132.92,3,Weekly,Medical,Male,05-Apr-1974,Married,,Transport,122,352.44,1,None,Cash,Bulawayo XUR2232,2,2025-10-27,2025-11-05,2025-12-02,2026-10-31,7704.52,87.79,12,Monthly,Farming_Inputs,Female,24-Apr-1989,Widowed,5,Manufacturing,123,648.72,1,Livestock,EcoCash,Matabeleland_North JKT7149,2,2025-09-21,2025-10-05,2025-11-04,2026-09-30,2194.65,14.36,12,Monthly,Farming_Inputs,Female,03-Apr-1981,Married,5,Informal_Sector,6,223.29,1,Property,EcoCash,Mashonaland_Central KYO3320,2,2025-03-07,2025-03-12,2025-04-13,2026-03-07,8051.86,116.47,12,Monthly,Working_Capital,Female,14-May-1971,Married,5,NGO,51,697.73,4,,Bank_Transfer,Harare BCR7281,2,2025-05-22,2025-06-05,2025-07-04,2026-05-31,2937.66,115.65,12,Monthly,Farming_Inputs,Male,05-Oct-1974,Married,8,Government,55,,2,Guarantor,Bank_Transfer,Midlands RGW1489,3,2025-09-22,2025-09-28,2025-10-28,2026-03-27,3171.38,13.55,6,Monthly,Medical,Female,23-Jul-1976,Married,3,Retail_Trade,27,762.35,0,Guarantor,Bank_Transfer,Mashonaland_Central AXN6618,0,2025-11-30,2025-12-09,2026-01-15,2027-06-02,2232.27,167.61,18,Monthly,Equipment,Female,03-Mar-1975,Married,6,Healthcare,,621.6,1,None,Bank_Transfer,Masvingo PJA2115,4,2025-08-11,2025-08-19,2025-09-18,2028-08-03,9675.41,13.23,36,Monthly,Vehicle,Male,17-Sep-1988,Married,4,Informal_Sector,25,,1,Vehicle,Cash,Manicaland OQO8884,2,2025-03-16,2025-03-25,2025-04-28,2026-09-16,546.91,124.25,18,Bi-Weekly,Farming_Inputs,Male,26-May-2004,Single,1,,28,77.94,1,Livestock,Bank_Transfer,Bulawayo YNZ8560,1,2025-04-09,2025-04-24,2025-06-02,2028-04-08,1970.69,11.33,36,Monthly,Business_Expansion,Male,16-Apr-1995,Married,2,Agriculture,95,170.63,2,None,EcoCash,Midlands DHB9103,1,2025-05-21,2025-05-22,2025-06-16,2026-11-13,10567.87,14.26,18,Weekly,Equipment,Male,18-Apr-1997,Married,6,Construction,29,760.52,5,Property,Cash,Manicaland YIO0165,2,2025-10-30,2025-11-16,2025-12-21,2026-11-11,2920.7,68.91,12,Bi-Weekly,Equipment,Female,06-Oct-1991,Widowed,4,Informal_Sector,13,328.61,0,Livestock,EcoCash,Harare EPR3439,0,2025-04-12,2025-04-23,2025-05-20,2025-07-22,2500.24,112.66,3,Monthly,School_Fees,Male,24-Oct-1996,Married,2,Retail_Trade,9,777.04,0,Savings,EcoCash,Matabeleland_South BXC6882,2,2025-09-25,2025-10-12,2025-11-13,2026-04-10,3157.74,92.08,6,Monthly,Farming_Inputs,Male,08-Sep-1981,Widowed,2,Agriculture,150,275.02,0,None,EcoCash,Harare JDH1113,0,2025-02-02,2025-02-23,2025-04-02,2025-05-24,3290.78,19.49,3,Monthly,,Male,19-Dec-1968,Divorced,4,Retail_Trade,49,440.63,0,Savings,InnBucks,Harare ZOI7409,4,2025-09-17,2025-10-02,2025-11-12,2029-09-11,14795.75,21.8,48,Monthly,,Male,17-Jul-1996,Single,,Construction,9,898.9,1,None,Bank_Transfer,Bulawayo NMP2912,0,2025-12-26,2026-01-09,2026-02-09,2026-07-08,3733.1,14.96,6,Weekly,Debt_Consolidation,Male,20-Oct-1968,Married,3,Government,119,519.85,3,Vehicle,Bank_Transfer,Bulawayo GOJ4289,0,2025-03-21,2025-03-22,2025-04-19,2025-06-20,460.51,103.45,3,Monthly,Medical,Male,23-Oct-1959,Divorced,,Informal_Sector,8,173.85,0,Savings,Bank_Transfer,Midlands XHX1364,2,2025-08-01,2025-08-17,2025-09-23,2027-02-08,5653.76,87.98,18,Monthly,Working_Capital,Male,17-Mar-1989,Married,0,Informal_Sector,14,371.47,2,None,Bank_Transfer,Bulawayo VVZ4851,0,2026-02-05,2026-02-22,2026-04-06,2026-08-21,2358.22,18.33,6,Monthly,Funeral,Male,18-Aug-1995,Married,3,Agriculture,18,539.09,1,None,EcoCash,Bulawayo WTK2653,1,2025-11-24,2025-12-10,2026-01-06,2027-06-03,13858.45,114.12,18,Monthly,Stock_Purchase,Female,04-Sep-1997,Married,3,Finance,82,1226.19,2,Property,Cash,Mashonaland_Central MAE0737,0,2025-10-05,2025-10-18,2025-11-28,2026-10-13,1483.69,98.29,12,Monthly,School_Fees,Male,21-Mar-1985,Married,4,Manufacturing,65,311.91,2,None,Bank_Transfer,Harare IMV3149,0,2025-03-07,2025-03-18,2025-04-28,2026-03-13,2594.48,115.45,12,Monthly,Personal,Female,28-Mar-1994,Widowed,4,Informal_Sector,12,512.36,0,,EcoCash,Mashonaland_Central KTR9193,4,2025-06-28,2025-07-15,2025-08-20,2026-07-10,797.11,12.45,12,Monthly,Home_Improvement,Female,24-Jun-2001,Married,4,Agriculture,34,117.64,3,None,EcoCash,Manicaland TOD3591,0,2025-07-30,2025-08-13,2025-09-17,2026-02-09,3139.76,145.01,6,Monthly,Business_Expansion,Female,10-Jan-1981,Married,3,Telecom,73,1798.63,1,Guarantor,Bank_Transfer,Mashonaland_West FRB8474,0,2025-01-11,2025-01-25,2025-03-08,2026-01-20,8764.02,14.36,12,Monthly,Business_Expansion,Male,28-Oct-1968,Married,3,Telecom,172,1418.41,3,,InnBucks,Harare QZV0518,0,2025-05-25,2025-06-14,2025-07-12,2026-12-06,1092.04,16.99,18,Weekly,Rent,Female,23-Jun-1994,Married,1,Informal_Sector,11,268.6,1,Vehicle,Cash,Mashonaland_East VIP6808,3,2025-08-26,2025-09-06,2025-10-14,2026-09-01,4181.66,13.36,12,Monthly,Rent,Male,25-Mar-1992,Married,5,,91,1791.97,0,Guarantor,EcoCash,Midlands KXI8109,0,2025-08-06,2025-08-11,2025-09-13,2026-02-07,1057.05,18.13,6,Monthly,Home_Improvement,Female,17-Jan-1979,Married,,Healthcare,162,330.01,2,Vehicle,Bank_Transfer,Bulawayo ZFJ7032,5,2025-05-20,2025-05-21,2025-07-01,2025-07-20,180.08,193.5,2,Monthly,Funeral,Male,21-Mar-1984,Married,2,Agriculture,94,101.36,2,None,OneMoney,Mashonaland_East KFB2661,4,2025-09-29,2025-10-06,2025-11-18,2026-10-01,11378.89,18.51,12,Monthly,Home_Improvement,Female,23-Sep-1981,Married,4,Construction,46,451.36,6,Savings,InnBucks,Matabeleland_South DMG4116,4,2025-05-05,2025-05-25,2025-06-24,2028-05-09,5700.47,17.06,36,Bi-Weekly,,Male,06-Nov-1960,Widowed,,Informal_Sector,,174.5,2,None,Bank_Transfer,Mashonaland_East APL5877,2,2025-11-06,2025-11-24,2025-12-28,2026-11-19,6262.83,93.62,12,Weekly,,Male,20-Jan-1991,Divorced,2,Government,151,370.24,3,None,InnBucks,Harare THY5809,0,2026-01-24,2026-02-06,2026-03-09,2028-01-27,918.67,15.15,24,Monthly,Farming_Inputs,Female,23-May-1980,Married,1,Education,70,365.14,6,Guarantor,EcoCash,Bulawayo GJJ4558,0,2026-02-02,2026-02-09,2026-03-13,2026-08-08,2276.54,15.6,6,Weekly,Personal,Female,30-Jul-1984,Married,,,40,520.63,0,Savings,Cash,Manicaland BPW7388,1,2025-09-17,2025-09-21,2025-10-27,2026-03-20,10998.9,82.15,6,Monthly,Working_Capital,Female,20-Dec-1983,Divorced,4,Government,,596.91,1,,InnBucks,Midlands XST7223,5,2025-01-28,2025-02-02,2025-02-27,2025-03-04,879.32,200.26,1,Weekly,Funeral,Male,26-May-1964,Married,4,Retail_Trade,76,814.68,0,None,Bank_Transfer,Mashonaland_West JEE4921,3,2025-11-24,2025-11-29,2025-12-28,2026-11-24,925.49,10.93,12,Monthly,Rent,Male,24-May-1978,Divorced,3,Transport,59,376.8,0,Savings,EcoCash,Mashonaland_East LLE1425,2,2025-04-23,2025-05-04,2025-06-17,2027-04-24,1655.75,86.74,24,Monthly,Farming_Inputs,Male,24-Nov-1984,Divorced,4,Informal_Sector,22,,0,Livestock,OneMoney,Mashonaland_East KUE4150,2,2025-05-28,2025-06-03,2025-07-16,2025-11-30,5833.58,95.35,6,Monthly,Equipment,Male,02-Oct-1998,Married,1,Mining,12,974.64,3,None,EcoCash,Harare WWE1408,3,2024-12-16,2025-01-06,2025-02-03,2026-06-30,2156.05,15.92,18,Monthly,Medical,Female,26-Jun-1982,Married,4,Education,90,575.93,0,Vehicle,EcoCash,Harare RUE5821,1,2025-01-30,2025-02-11,2025-03-24,2026-08-05,2848.97,13.55,18,Monthly,Stock_Purchase,Male,09-Aug-1998,Single,5,Agriculture,46,208.51,2,Guarantor,Bank_Transfer,Bulawayo RUJ2756,0,2025-01-02,2025-01-16,2025-02-17,2025-04-16,2253.19,139.84,3,Monthly,Farming_Inputs,Female,14-Apr-2006,Single,1,Informal_Sector,14,,0,,EcoCash,Midlands IXU0926,4,2025-04-22,2025-05-07,2025-06-05,2027-04-27,4947.41,16.63,24,Monthly,Vehicle,Male,30-Sep-1990,Married,3,Transport,24,527.58,1,Guarantor,EcoCash,Mashonaland_West YBZ8802,1,2025-02-22,2025-03-05,2025-04-01,2028-02-18,5614.15,117.29,36,Bi-Weekly,Equipment,Male,23-Jul-1959,Married,3,Retail_Trade,138,537.18,3,Livestock,Bank_Transfer,Harare KKN8936,5,2025-12-04,2025-12-21,2026-01-25,2026-02-19,275.17,171.31,2,Bi-Weekly,Medical,Female,12-Jan-1971,Married,5,Informal_Sector,4,291.39,0,Guarantor,Bank_Transfer,Harare VMI2245,0,2025-02-23,2025-02-28,2025-04-13,2025-05-29,411.2,16.62,3,Monthly,Funeral,Female,04-Jan-1966,Married,3,Agriculture,73,162.67,1,Property,Bank_Transfer,Harare SMJ0545,2,2025-06-11,2025-06-13,2025-07-25,2026-06-08,8583.26,69.65,12,Bi-Weekly,Livestock,Female,04-Apr-1993,Divorced,2,Telecom,7,1520.01,2,Livestock,Cash,Harare DAS8749,1,2025-01-11,2025-01-14,2025-02-24,2027-12-30,6850.47,16.51,36,Monthly,Equipment,Female,29-Sep-1985,Married,0,Government,11,404.27,6,Livestock,Cash,Mashonaland_Central YER8134,0,2025-12-16,2025-12-31,2026-02-12,2026-03-31,859.24,175.9,3,Monthly,Debt_Consolidation,Female,27-Jun-2005,Single,2,Agriculture,21,126.65,2,Guarantor,Cash,Mashonaland_West UYH0872,3,2025-03-26,2025-03-28,2025-04-25,2026-09-19,2627.87,84.87,18,Weekly,Rent,Male,23-May-1988,Divorced,4,Informal_Sector,26,590.6,0,Property,InnBucks,Matabeleland_North ZPD2531,1,2025-06-13,2025-06-14,2025-07-15,2026-06-09,1633.92,119.55,12,Monthly,Working_Capital,Male,17-Aug-1963,Married,3,Agriculture,132,174.67,5,None,EcoCash,Mashonaland_Central KTL1545,0,2025-09-02,2025-09-07,2025-10-10,2026-09-02,3251.95,14.87,12,Monthly,Rent,Female,03-Aug-1986,,5,Construction,47,,4,Livestock,EcoCash,Mashonaland_East EKQ2049,0,2025-05-21,2025-06-09,2025-07-10,2025-09-07,973.88,14.02,3,Bi-Weekly,Medical,Female,21-Mar-1983,Married,5,Informal_Sector,38,274.03,0,Savings,EcoCash,Manicaland GJL6540,2,2025-02-14,2025-02-17,2025-03-27,2027-02-07,5109.07,95.61,24,Bi-Weekly,Working_Capital,Female,14-Nov-2006,Married,,Agriculture,6,359.36,0,Savings,EcoCash,Mashonaland_West XZV6966,0,2025-09-20,2025-09-21,2025-10-21,2025-12-20,392.0,131.49,3,Monthly,Business_Expansion,Male,24-Feb-1985,Married,3,Informal_Sector,9,93.84,0,Guarantor,Cash,Midlands LVM7923,1,2026-02-25,2026-02-28,2026-04-13,2028-02-18,2793.48,15.55,24,Monthly,Equipment,Female,03-Feb-1985,Married,1,Informal_Sector,52,434.49,2,None,EcoCash,Manicaland IEB7788,5,2025-02-13,2025-02-17,2025-03-14,2025-03-19,941.53,157.07,1,Bi-Weekly,Rent,Female,01-Feb-1994,Married,0,Healthcare,59,548.85,4,Savings,EcoCash,Mashonaland_West UJV8655,5,2025-10-26,2025-10-31,2025-12-04,2026-04-29,768.45,21.27,6,Bi-Weekly,Rent,Male,17-Apr-1967,Married,0,Education,107,402.01,4,None,InnBucks,Mashonaland_East GMZ9526,1,2025-11-20,2025-11-28,2026-01-06,2027-05-22,13430.17,112.41,18,Monthly,Equipment,Female,18-Jul-1965,Married,4,Retail_Trade,37,741.35,5,Guarantor,OneMoney,Mashonaland_East YBZ1017,2,2025-05-13,2025-05-14,2025-06-14,2026-11-05,5307.15,98.84,18,Monthly,Equipment,Male,23-Nov-1998,Married,3,Manufacturing,11,432.22,2,Savings,Bank_Transfer,Harare ALX8013,4,2025-07-05,2025-07-10,2025-08-21,2029-06-19,5062.46,17.99,48,Monthly,Home_Improvement,Male,09-Oct-1965,Married,5,Retail_Trade,29,345.83,3,Property,Bank_Transfer,Harare GER5584,0,2025-09-15,2025-09-18,2025-10-15,2025-12-17,173.94,15.59,3,Monthly,Business_Expansion,Male,07-Mar-1997,Divorced,3,Agriculture,108,143.73,3,Property,Cash,Mashonaland_Central MWX9044,2,2025-10-05,2025-10-24,2025-11-27,2027-10-14,1738.47,11.86,24,Monthly,Equipment,Female,25-Sep-1984,Married,2,Construction,26,439.89,1,,OneMoney,Harare ERU1857,3,2025-06-16,2025-06-29,2025-07-24,2026-06-24,4611.19,12.2,12,Monthly,School_Fees,Male,21-May-1966,Married,2,Mining,74,1049.87,0,Guarantor,EcoCash,Bulawayo RVZ4998,2,2025-03-24,2025-04-13,2025-05-15,2026-01-08,8512.48,92.9,9,Monthly,Farming_Inputs,Male,05-Dec-2004,Married,2,Retail_Trade,6,600.88,0,Livestock,EcoCash,Matabeleland_South UEQ7217,3,2025-06-07,2025-06-16,2025-07-19,2026-06-11,1395.59,14.44,12,Weekly,Debt_Consolidation,Male,16-Jul-2002,Single,0,Agriculture,28,263.72,4,Guarantor,Bank_Transfer,Mashonaland_West WNU3314,0,2026-02-05,2026-02-12,2026-03-19,2026-08-11,1032.86,19.63,6,Monthly,School_Fees,Male,22-Sep-1993,Married,1,Manufacturing,58,386.43,2,Savings,EcoCash,Masvingo FYP5922,2,2025-11-27,2025-12-03,2025-12-28,2027-11-23,1004.96,91.32,24,Monthly,Livestock,Male,20-Jan-1990,Married,4,,12,189.51,0,Guarantor,Cash,Masvingo WEW4166,0,2025-05-21,2025-05-24,2025-07-05,2026-05-19,919.66,143.62,12,Monthly,Funeral,Female,06-Jan-2000,Married,2,Informal_Sector,6,341.32,4,Guarantor,OneMoney,Mashonaland_Central GQL0285,1,2025-01-22,2025-02-10,2025-03-24,2026-08-04,9049.73,113.34,18,Monthly,Working_Capital,Male,07-Dec-1958,Divorced,5,Retail_Trade,44,1013.9,0,Vehicle,Bank_Transfer,Harare GBA5352,4,2026-01-08,2026-01-29,2026-03-12,2027-01-24,11202.15,14.07,12,Monthly,Equipment,Female,05-Nov-1985,Divorced,4,Government,101,422.26,0,Property,EcoCash,Mashonaland_West WJL9492,5,2025-01-08,2025-01-25,2025-02-23,2025-04-25,1484.48,128.08,3,Weekly,Medical,Female,06-Dec-1991,,2,Mining,116,1416.23,2,Livestock,EcoCash,Midlands HSM3570,1,2026-01-18,2026-02-05,2026-03-07,2029-01-20,1370.95,99.03,36,Weekly,Business_Expansion,Female,07-Dec-1978,Divorced,6,Informal_Sector,7,145.51,2,Savings,Bank_Transfer,Midlands HCT5417,0,2025-07-22,2025-08-03,2025-09-13,2027-07-24,1074.3,17.65,24,Monthly,Personal,Female,08-Oct-2002,Single,0,Informal_Sector,4,287.57,0,Savings,EcoCash,Manicaland HJH6473,2,2025-06-24,2025-06-28,2025-07-26,2026-06-23,3275.23,98.5,12,Bi-Weekly,Equipment,Male,02-Jan-1997,Married,4,Healthcare,21,366.31,4,Guarantor,Bank_Transfer,Matabeleland_North OGM5986,5,2026-01-30,2026-02-05,2026-03-02,2026-03-07,1852.52,157.17,1,Weekly,Medical,Male,19-Dec-1981,Divorced,,Mining,70,1295.8,0,Savings,EcoCash,Harare GLG4293,0,2025-06-18,2025-06-19,2025-07-28,2026-06-14,1848.59,15.75,12,Bi-Weekly,Debt_Consolidation,Female,06-Oct-1971,Married,2,Government,115,518.05,2,Guarantor,Bank_Transfer,Masvingo VWN3938,4,2025-08-01,2025-08-02,2025-09-09,2027-07-23,11291.87,90.57,24,Monthly,Equipment,Male,10-Jul-2004,Married,1,Healthcare,10,719.47,0,Guarantor,EcoCash,Mashonaland_East GXA0045,2,2025-12-30,2026-01-15,2026-02-22,2027-07-09,5365.18,91.57,18,Monthly,Equipment,Female,23-May-1982,Married,4,Finance,151,755.8,1,None,Bank_Transfer,Harare HYI7006,1,2025-11-09,2025-11-20,2026-01-04,2027-05-14,3064.48,12.84,18,Monthly,Business_Expansion,Male,24-Jun-1996,Single,4,Agriculture,66,246.23,0,None,EcoCash,Bulawayo MKZ6848,5,2025-06-29,2025-07-11,2025-08-09,2025-10-09,314.31,133.8,3,Bi-Weekly,Rent,Female,05-Apr-2003,Single,,Agriculture,9,188.62,8,None,EcoCash,Midlands KDF2835,0,2025-05-09,2025-05-18,2025-06-16,2025-11-14,5036.1,130.04,6,Weekly,School_Fees,Male,09-Dec-1994,Divorced,1,Healthcare,47,937.94,1,Savings,EcoCash,Mashonaland_Central JKP5380,4,2025-09-24,2025-10-10,2025-11-21,2026-10-05,6449.21,19.81,12,Monthly,Vehicle,Male,07-Oct-1984,Married,4,Informal_Sector,14,297.63,0,Property,Bank_Transfer,Masvingo OIM8727,0,2025-06-19,2025-06-27,2025-08-10,2025-12-24,1161.63,18.51,6,Monthly,Equipment,Male,02-Jul-1997,Married,1,Agriculture,75,206.57,5,None,EcoCash,Bulawayo VUI2290,3,2025-04-19,2025-05-03,2025-06-11,2026-10-25,7782.95,16.13,18,Weekly,Medical,Male,03-Feb-1977,Married,7,Finance,102,2103.78,6,None,Bank_Transfer,Harare WDW2129,0,2025-06-18,2025-07-08,2025-08-09,2025-10-06,1333.16,122.44,3,Bi-Weekly,Wedding,Male,16-Aug-1983,Single,5,Informal_Sector,28,271.27,3,Savings,EcoCash,Bulawayo SAR8093,2,2025-10-09,2025-10-17,2025-11-18,2026-10-12,2558.41,87.64,12,Monthly,Livestock,Male,06-Jun-1976,Married,5,Retail_Trade,63,291.91,3,Property,EcoCash,Mashonaland_East RAT9039,0,2025-05-30,2025-06-20,2025-07-21,2026-06-15,525.5,136.15,12,Monthly,Medical,Male,29-Apr-1977,Divorced,4,Manufacturing,97,213.21,1,Vehicle,Bank_Transfer,Midlands WIK5954,3,2025-12-28,2026-01-08,2026-02-14,2027-12-29,823.62,70.85,24,Bi-Weekly,School_Fees,Male,11-Jul-1976,Single,8,Retail_Trade,112,199.69,2,Savings,Bank_Transfer,Mashonaland_Central NVL7088,2,2025-08-07,2025-08-08,2025-09-17,2027-01-30,6658.67,106.55,18,Monthly,Farming_Inputs,Female,27-Oct-1980,Married,2,Healthcare,55,625.97,0,None,OneMoney,Manicaland QFF2987,5,2026-01-05,2026-01-21,2026-02-22,2026-04-21,968.2,126.05,3,Bi-Weekly,Medical,Male,12-Feb-1969,Divorced,7,Construction,60,773.06,0,None,EcoCash,Harare WOQ3211,3,2025-04-28,2025-05-18,2025-06-17,2026-05-13,684.82,11.51,12,Monthly,School_Fees,Female,09-Oct-1976,Married,6,Agriculture,73,,2,None,EcoCash,Mashonaland_West GWQ2895,5,2025-01-03,2025-01-04,2025-02-18,2025-04-04,985.88,138.31,3,Weekly,Rent,Male,24-Feb-2003,Single,0,Construction,2,383.45,1,Vehicle,Cash,Manicaland XFB2979,0,2025-07-19,2025-08-09,2025-09-19,2027-01-31,2099.97,125.18,18,Monthly,Equipment,Female,21-May-1997,Married,3,Retail_Trade,19,237.06,2,Livestock,Bank_Transfer,Manicaland JUR2499,4,2025-04-02,2025-04-21,2025-05-23,2029-03-31,26311.51,18.52,48,Monthly,Equipment,Female,20-Jan-1995,Widowed,2,Mining,27,1085.6,1,Savings,EcoCash,Bulawayo FTD3973,2,2025-11-15,2025-12-04,2025-12-28,2027-05-28,10731.49,72.85,18,Monthly,Farming_Inputs,Female,29-Jul-1989,Married,0,Retail_Trade,44,892.14,1,Livestock,EcoCash,Mashonaland_West GAF1548,3,2024-12-23,2025-01-11,2025-02-12,2027-01-01,1406.46,18.57,24,Monthly,Medical,Female,12-Sep-1960,Married,1,,78,395.7,2,Guarantor,Cash,Matabeleland_North CFV3986,4,2025-06-02,2025-06-11,2025-07-09,2026-12-03,3560.94,14.61,18,Monthly,Vehicle,Male,25-Sep-2005,Single,0,Informal_Sector,8,160.85,1,None,Cash,Harare CWY7712,5,2025-01-21,2025-02-02,2025-03-01,2025-03-04,1200.5,156.48,1,Monthly,Medical,Male,20-Oct-1985,Married,1,Construction,62,665.3,1,Savings,Bank_Transfer,Matabeleland_North AHR9467,4,2025-02-13,2025-02-19,2025-03-28,2028-02-04,10858.32,12.83,36,Monthly,Equipment,Female,23-Feb-1986,Single,4,Manufacturing,41,379.76,0,Vehicle,OneMoney,Harare MUR0716,1,2026-01-04,2026-01-12,2026-02-21,2027-01-07,11883.79,101.07,12,Weekly,Business_Expansion,Male,20-Jun-1981,Divorced,2,Informal_Sector,41,507.91,0,Guarantor,EcoCash,Manicaland PZZ4271,2,2025-11-22,2025-11-24,2025-12-27,2027-11-14,1287.01,15.75,24,Monthly,Farming_Inputs,Male,22-Dec-1983,Married,4,Informal_Sector,13,148.49,1,Guarantor,EcoCash,Masvingo UMW6557,1,2026-02-14,2026-02-19,2026-03-27,2029-02-03,3522.31,15.58,36,Monthly,Business_Expansion,Male,22-Oct-1960,Married,4,Agriculture,37,210.29,1,None,Cash,Matabeleland_South UDL6067,1,2025-09-01,2025-09-04,2025-10-05,2027-08-25,7657.47,88.49,24,Monthly,Business_Expansion,Male,13-May-1976,Married,2,Manufacturing,39,534.91,7,Savings,EcoCash,Mashonaland_West ZHI4043,2,2026-02-12,2026-02-24,2026-04-09,2027-08-18,3880.99,12.09,18,Monthly,,Male,15-Jun-1991,Married,3,Government,,,6,Property,Bank_Transfer,Matabeleland_South BKU7239,0,2025-02-05,2025-02-12,2025-03-24,2027-02-02,1395.82,93.76,24,Monthly,Medical,Female,20-Jan-1962,Married,1,Healthcare,159,432.81,5,Guarantor,OneMoney,Harare AWV1442,4,2025-08-05,2025-08-24,2025-09-24,2028-08-08,5216.38,17.08,36,Monthly,Home_Improvement,Female,05-Dec-1976,Married,0,Retail_Trade,61,301.4,1,Vehicle,OneMoney,Bulawayo LTU9152,1,2025-05-21,2025-05-27,2025-06-21,2028-05-11,10011.3,91.74,36,Weekly,Equipment,Male,07-Jun-1994,Divorced,3,Retail_Trade,85,421.11,6,Property,Cash,Midlands GAA7231,3,2026-01-29,2026-02-08,2026-03-12,2027-08-02,1521.12,14.54,18,Bi-Weekly,Medical,Male,08-Dec-1983,Widowed,,Mining,52,416.8,0,Guarantor,Cash,Mashonaland_East TYZ2295,0,2025-11-27,2025-12-10,2026-01-12,2026-06-08,2105.55,121.37,6,Bi-Weekly,School_Fees,Male,20-Jun-1995,Single,2,Government,82,429.81,4,None,InnBucks,Harare TFC7836,3,2025-11-26,2025-12-12,2026-01-15,2027-12-02,1155.43,16.14,24,Monthly,Personal,Female,28-Sep-1993,Married,2,Education,131,374.82,2,Vehicle,Bank_Transfer,Matabeleland_North GRX4717,1,2025-12-27,2026-01-11,2026-02-07,2027-07-05,10007.26,149.63,18,Bi-Weekly,Working_Capital,Male,31-May-1970,Married,,Retail_Trade,92,821.97,0,Livestock,EcoCash,Harare PHZ3014,0,2025-08-25,2025-09-11,2025-10-21,2027-09-01,4534.56,,24,Bi-Weekly,Funeral,Female,30-Apr-1968,Married,2,NGO,40,1429.96,1,Livestock,Bank_Transfer,Bulawayo SQY7131,0,2025-04-07,2025-04-20,2025-06-01,2026-10-12,6208.74,127.22,18,Monthly,Wedding,Female,04-Aug-1969,Married,6,Government,,821.33,2,None,Bank_Transfer,Matabeleland_North SZP8923,4,2025-03-29,2025-04-19,2025-05-28,2028-04-03,8262.62,15.13,36,Monthly,Vehicle,Female,05-Jun-1994,Single,4,Education,132,509.01,1,None,Bank_Transfer,Bulawayo SHF8940,2,2025-08-26,2025-09-09,2025-10-20,2026-09-04,3536.42,74.31,12,Monthly,Farming_Inputs,Male,03-Apr-1977,Single,5,Education,37,,0,Livestock,Bank_Transfer,Bulawayo SIY6976,2,2025-11-11,2025-11-24,2025-12-28,2026-08-21,10379.55,80.11,9,Monthly,Farming_Inputs,Male,23-Oct-2005,Married,1,Manufacturing,10,846.63,2,Livestock,EcoCash,Harare OUU7553,5,2025-02-26,2025-02-27,2025-03-26,2025-05-28,1059.38,163.49,3,Monthly,Personal,Female,16-Oct-1994,Single,2,Retail_Trade,96,894.3,2,None,Bank_Transfer,Midlands IZY8370,1,2025-11-20,2025-11-22,2025-12-20,2026-05-21,20623.02,15.7,6,Monthly,Stock_Purchase,Female,21-Jul-1979,Married,5,Mining,47,1312.39,0,Property,Bank_Transfer,Masvingo UFP6673,0,2025-08-08,2025-08-10,2025-09-14,2025-11-08,1351.71,18.01,3,Monthly,Rent,Male,28-Oct-1966,Divorced,6,Manufacturing,94,315.15,5,,Bank_Transfer,Midlands YCD0298,5,2025-09-02,2025-09-14,2025-10-18,2025-11-13,949.45,126.76,2,Monthly,Personal,Male,15-Jun-1968,Widowed,6,Transport,79,425.26,4,Guarantor,EcoCash,Mashonaland_East GYV4279,3,2025-02-19,2025-03-04,2025-04-05,2026-02-27,1865.66,17.49,12,Monthly,Personal,Female,11-Jul-1994,Single,2,Agriculture,100,445.3,1,Guarantor,EcoCash,Mashonaland_East UOH6028,0,2026-01-13,2026-01-25,2026-02-28,2026-07-24,1860.05,108.73,6,Monthly,Personal,Female,19-Jul-1997,Single,2,Education,33,377.38,2,Guarantor,EcoCash,Harare URM1669,4,2025-07-28,2025-07-30,2025-08-28,2027-01-21,6041.78,94.2,18,Monthly,Vehicle,Male,25-Dec-1994,Married,4,Retail_Trade,142,288.31,0,Property,Bank_Transfer,Mashonaland_East WOK3312,0,2025-09-06,2025-09-10,2025-10-14,2026-09-05,1108.66,16.48,12,Weekly,Funeral,Male,01-Aug-1979,Divorced,2,Retail_Trade,55,292.9,3,Livestock,EcoCash,Mashonaland_West VKM9785,0,2025-07-16,2025-08-02,2025-08-28,2027-07-23,4278.45,106.15,24,Monthly,Equipment,Female,05-Feb-2008,Single,0,Government,11,708.84,2,None,EcoCash,Mashonaland_East DEY0553,3,2026-02-06,2026-02-21,2026-03-21,2026-08-20,1996.53,10.7,6,Monthly,Debt_Consolidation,Female,31-Dec-1964,Single,4,Retail_Trade,102,546.53,3,Guarantor,EcoCash,Mashonaland_West KOE0267,1,2025-01-11,2025-01-29,2025-03-07,2025-07-28,7038.63,118.38,6,Monthly,Working_Capital,Female,08-Apr-1975,Married,5,Agriculture,45,349.79,0,,EcoCash,Manicaland QDY7816,1,2025-12-20,2026-01-02,2026-01-28,2026-07-01,4313.78,111.43,6,Monthly,Business_Expansion,Male,16-May-1980,Single,2,Retail_Trade,66,457.69,3,None,Cash,Masvingo VQI2890,1,2026-01-08,2026-01-15,2026-02-14,2027-07-09,6581.84,97.34,18,Monthly,Business_Expansion,Female,07-Sep-1967,Married,5,Manufacturing,112,539.35,1,Property,Bank_Transfer,Harare LRX7049,2,2025-02-12,2025-03-02,2025-04-12,2026-02-25,3533.1,9.06,12,Monthly,Equipment,Female,21-Jun-1966,Married,5,Retail_Trade,28,837.06,0,Livestock,EcoCash,Mashonaland_East QPV0099,2,2025-10-24,2025-11-12,2025-12-22,2026-05-11,7541.4,12.77,6,Weekly,Livestock,Female,04-Jul-1979,Single,4,Healthcare,47,587.48,2,Livestock,EcoCash,Manicaland KRV8762,1,2025-04-26,2025-04-27,2025-05-28,2027-04-17,9682.42,150.46,24,Monthly,Business_Expansion,Female,18-Jul-1964,Married,4,Mining,68,996.6,1,Livestock,Bank_Transfer,Midlands VAC7571,1,2025-11-01,2025-11-06,2025-12-11,2026-11-01,10375.05,121.72,12,Monthly,Business_Expansion,Male,01-Feb-1993,Single,2,Education,48,608.08,1,Guarantor,Bank_Transfer,Manicaland HZB5860,5,2025-01-15,2025-01-26,2025-03-08,2025-07-25,434.89,187.4,6,Weekly,Rent,Female,23-Oct-1983,Single,,Transport,139,383.31,0,Vehicle,EcoCash,Manicaland SWN2244,2,2026-01-19,2026-01-31,2026-03-02,2027-01-26,2370.08,97.38,12,Weekly,Equipment,Female,09-Nov-1959,Married,6,Education,19,342.58,2,Livestock,Bank_Transfer,Harare LOO3134,1,2025-03-22,2025-04-06,2025-05-01,2027-03-27,9604.4,14.11,24,Bi-Weekly,Working_Capital,Male,09-Jun-1984,Single,,Government,100,460.98,1,Property,EcoCash,Bulawayo CJC9458,0,2026-01-03,2026-01-18,2026-02-19,2026-04-18,907.29,115.97,3,Weekly,Rent,Male,09-May-1992,Married,4,Informal_Sector,5,231.44,6,Guarantor,EcoCash,Manicaland RGQ5084,0,2025-08-23,2025-09-01,2025-10-04,2027-08-22,656.52,15.58,24,Monthly,Business_Expansion,Female,11-Oct-1997,Divorced,0,Informal_Sector,,281.46,1,None,EcoCash,Midlands QTL8583,0,2025-05-22,2025-06-03,2025-07-16,2025-11-30,2032.99,125.03,6,Monthly,School_Fees,Female,08-Jun-1972,Married,3,Finance,86,743.18,0,,Bank_Transfer,Harare TJF9910,0,2025-10-07,2025-10-25,2025-11-19,2026-10-20,1944.99,16.3,12,Monthly,Home_Improvement,Male,10-Apr-1982,Married,5,Education,74,624.42,4,Savings,OneMoney,Mashonaland_East ZTS7674,3,2025-08-26,2025-08-29,2025-10-02,2026-02-25,924.19,17.22,6,Monthly,Rent,Female,10-Apr-1995,Married,1,Manufacturing,59,277.62,3,Guarantor,InnBucks,Manicaland CIF9346,1,2025-01-25,2025-02-10,2025-03-23,2027-01-31,3831.73,135.58,24,Monthly,Stock_Purchase,Female,23-Dec-1966,Single,3,,37,217.0,0,,Bank_Transfer,Mashonaland_East PLT4718,2,2025-03-21,2025-03-28,2025-05-02,2026-09-19,862.25,101.26,18,Monthly,Farming_Inputs,Female,12-Jan-1991,Single,2,Agriculture,110,167.49,0,Savings,EcoCash,Bulawayo OGH1176,2,2026-01-20,2026-01-30,2026-03-14,2026-07-29,5796.73,11.27,6,Monthly,,Female,25-Nov-1979,Married,2,Telecom,46,1686.36,3,None,OneMoney,Matabeleland_North BBM2431,2,2025-10-23,2025-10-29,2025-11-27,2026-04-27,4429.29,105.04,6,Monthly,Farming_Inputs,Male,30-Oct-2004,Single,0,Education,20,560.38,0,Livestock,EcoCash,Manicaland MMC1438,0,2025-10-30,2025-11-10,2025-12-19,2026-11-05,3092.39,15.79,12,Monthly,Wedding,Female,05-Jun-1994,Married,5,Government,,571.37,3,,EcoCash,Mashonaland_Central JLL4117,4,2025-09-26,2025-10-09,2025-11-23,2026-10-04,6054.92,19.13,12,Monthly,Vehicle,Male,18-Apr-1988,Widowed,3,Construction,68,415.94,3,Savings,OneMoney,Manicaland SYK4331,2,2025-03-18,2025-03-21,2025-04-16,2025-09-17,4899.24,114.9,6,Monthly,Farming_Inputs,Female,02-Mar-1980,Married,4,Retail_Trade,104,,2,,Bank_Transfer,Mashonaland_East QSY9890,3,2025-11-08,2025-11-10,2025-12-24,2027-10-31,713.57,16.74,24,Monthly,Debt_Consolidation,Male,18-Jul-1996,Single,1,Construction,68,185.77,1,Savings,OneMoney,Mashonaland_East DJX4643,3,2024-12-24,2025-01-03,2025-02-02,2025-12-29,551.7,15.57,12,Monthly,Rent,Female,13-Oct-1974,Married,3,Agriculture,35,261.79,2,Guarantor,Bank_Transfer,Mashonaland_Central COJ6421,1,2025-10-24,2025-11-09,2025-12-12,2026-05-08,5207.02,15.22,6,Monthly,Stock_Purchase,Male,16-Nov-1984,Divorced,3,Informal_Sector,,292.94,1,Guarantor,EcoCash,Matabeleland_South HNO4349,1,2025-02-09,2025-02-24,2025-03-23,2028-02-09,1646.93,14.24,36,Monthly,Stock_Purchase,Female,07-Sep-1971,Single,5,Agriculture,62,94.03,5,Guarantor,Cash,Mashonaland_Central XAC1384,4,2025-06-20,2025-06-27,2025-08-02,2028-06-11,3164.73,18.96,36,Weekly,Home_Improvement,Female,26-Dec-1980,Single,4,Informal_Sector,13,141.87,1,None,EcoCash,Matabeleland_North VQZ2493,2,2025-05-08,2025-05-16,2025-06-18,2026-11-07,830.19,,18,Monthly,Livestock,Female,23-Mar-2000,Married,5,Informal_Sector,,57.22,3,None,Cash,Masvingo AOO7588,1,2025-07-29,2025-08-10,2025-09-06,2026-02-06,10222.84,16.36,6,Bi-Weekly,Stock_Purchase,Male,23-Sep-1989,Married,4,Government,61,658.81,1,Vehicle,Cash,Matabeleland_South NPG6848,3,2025-08-13,2025-08-29,2025-09-24,2026-08-24,936.29,13.98,12,Monthly,Medical,Male,05-Nov-1971,Divorced,4,Agriculture,,363.53,4,Guarantor,Cash,Mashonaland_West COW1344,1,2025-03-06,2025-03-18,2025-04-21,2027-03-08,25403.92,13.54,24,Monthly,Equipment,Male,28-Aug-2004,Married,2,NGO,11,1041.43,1,Vehicle,Cash,Mashonaland_East MWE5697,1,2025-08-15,2025-08-28,2025-10-09,2026-08-23,12360.89,112.33,12,Monthly,Stock_Purchase,Female,25-Feb-1982,Married,4,Retail_Trade,27,694.53,1,Vehicle,Bank_Transfer,Mashonaland_East VMY8506,2,2025-12-09,2025-12-11,2026-01-12,2027-12-01,2002.37,132.8,24,Monthly,Farming_Inputs,Female,30-Apr-1965,Married,1,Manufacturing,136,573.75,2,Savings,Bank_Transfer,Harare EML3806,0,2024-12-29,2025-01-19,2025-02-15,2025-07-18,1682.04,153.79,6,Monthly,School_Fees,Female,25-Aug-1960,Married,3,Agriculture,30,190.15,4,Savings,Bank_Transfer,Midlands KOM3157,3,2025-08-27,2025-09-04,2025-10-08,2026-08-30,1435.56,19.11,12,Monthly,Personal,Female,18-Mar-1982,Married,0,Government,119,717.13,0,Guarantor,Bank_Transfer,Harare OLX0382,1,2025-06-04,2025-06-11,2025-07-19,2026-06-06,3595.65,116.8,12,Weekly,Stock_Purchase,Female,18-Sep-1984,Single,1,Government,119,371.92,5,Livestock,EcoCash,Masvingo QAA9380,4,2025-04-05,2025-04-25,2025-06-03,2026-10-17,17011.79,95.44,18,Monthly,Vehicle,Male,19-Oct-1989,Married,0,Finance,48,858.99,4,Property,Bank_Transfer,Matabeleland_South ANW5580,3,2025-05-02,2025-05-20,2025-06-28,2025-11-16,3263.66,14.19,6,Monthly,Rent,Female,19-Jul-1973,Single,,Telecom,12,969.65,6,Property,Bank_Transfer,Masvingo ESW6215,0,2025-09-28,2025-10-17,2025-11-28,2026-01-15,1873.53,106.78,3,Monthly,Vehicle,Male,21-Jan-1976,Divorced,4,,,434.04,1,Property,EcoCash,Manicaland ASX6995,3,2025-06-24,2025-06-25,2025-07-28,2026-06-20,480.29,10.91,12,Monthly,Personal,Female,09-Jul-1958,Married,4,Agriculture,17,271.68,0,Property,Bank_Transfer,Mashonaland_West POP5770,3,2025-08-08,2025-08-09,2025-09-21,2026-08-04,2542.07,14.84,12,Monthly,Medical,,14-Apr-2006,Single,0,Retail_Trade,3,,1,None,InnBucks,Midlands BAG5404,1,2025-04-21,2025-04-30,2025-05-25,2027-04-20,2964.1,12.13,24,Monthly,Working_Capital,Male,26-Sep-1980,Married,6,Informal_Sector,38,140.83,0,Guarantor,EcoCash,Manicaland LYG2422,2,2025-03-26,2025-04-05,2025-05-18,2027-03-26,527.75,106.74,24,Monthly,Livestock,Male,09-Aug-1976,Married,5,Agriculture,106,76.2,2,None,EcoCash,Mashonaland_East VNF0722,3,2025-05-16,2025-05-30,2025-06-25,2026-11-21,954.42,16.55,18,Bi-Weekly,Medical,Male,19-Feb-1973,Divorced,6,Informal_Sector,23,287.51,4,Guarantor,Cash,Masvingo JEH6392,3,2025-08-27,2025-08-28,2025-09-25,2026-08-23,969.37,13.26,12,Monthly,Personal,Male,18-Jan-1984,Married,2,Education,27,354.06,3,Savings,Bank_Transfer,Harare UPJ1865,2,2025-03-14,2025-03-17,2025-04-19,2027-03-07,4739.69,12.79,24,Monthly,Farming_Inputs,Female,26-Jan-1963,Married,0,Manufacturing,63,452.97,0,Guarantor,Cash,Matabeleland_South FKS7618,4,2025-02-17,2025-02-24,2025-04-02,2027-02-14,25692.93,106.68,24,Monthly,Home_Improvement,Male,25-Feb-1997,Single,2,Healthcare,34,784.21,3,Guarantor,,Harare ILV6048,1,2025-08-03,2025-08-18,2025-09-16,2026-08-13,23349.85,14.57,12,Monthly,Equipment,Female,09-May-2007,Single,2,,11,1098.11,2,Property,InnBucks,Harare MQI3920,2,2024-12-17,2025-01-07,2025-02-15,2026-01-02,1820.83,95.77,12,Monthly,Livestock,Female,13-May-1994,Married,1,Agriculture,55,390.52,0,None,InnBucks,Harare BYF0970,0,2025-01-29,2025-02-16,2025-03-26,2027-02-06,4220.24,120.07,24,Bi-Weekly,Personal,Female,20-Dec-1988,Married,5,Transport,40,656.77,4,None,EcoCash,Harare WCO6481,3,2025-06-01,2025-06-16,2025-07-22,2025-12-13,1419.06,18.95,6,Monthly,Personal,Female,06-Jul-1991,Married,5,Retail_Trade,40,893.03,7,Guarantor,InnBucks,Harare KLW5610,1,2025-04-22,2025-04-24,2025-05-20,2026-10-16,6811.29,90.85,18,Monthly,Working_Capital,Male,18-Aug-1975,Married,2,Informal_Sector,26,546.31,2,Vehicle,EcoCash,Masvingo TRL9207,4,2025-05-04,2025-05-10,2025-06-05,2028-04-24,8919.6,19.96,36,Monthly,Home_Improvement,Male,14-Mar-1973,Divorced,5,Retail_Trade,130,819.94,2,None,EcoCash,Harare JXJ5162,4,2025-05-08,2025-05-21,2025-06-28,2026-05-16,1563.57,18.97,12,Monthly,Equipment,Female,29-Sep-1998,Married,2,Agriculture,35,105.7,2,None,Bank_Transfer,Harare IQM4120,1,2025-06-05,2025-06-26,2025-07-25,2026-06-21,22702.58,122.27,12,Monthly,Stock_Purchase,Male,22-Mar-1982,Single,5,NGO,,1700.87,2,Livestock,EcoCash,Harare FTE5233,1,2025-05-05,2025-05-10,2025-06-21,2026-05-05,7743.0,90.89,12,Bi-Weekly,Working_Capital,Female,06-Jul-1998,Married,4,Government,64,785.02,1,Vehicle,Bank_Transfer,Matabeleland_North GUD3977,0,2025-09-15,2025-09-21,2025-10-28,2026-03-20,4300.8,16.1,6,Monthly,Medical,Female,09-Jan-2005,Single,0,Mining,23,838.56,1,Guarantor,EcoCash,Harare ZPP0234,0,2025-04-19,2025-04-20,2025-05-21,2025-07-19,1479.91,15.94,3,Monthly,Personal,Female,10-Mar-1993,Single,0,Agriculture,85,241.86,1,None,Bank_Transfer,Midlands EEF1466,2,2025-03-17,2025-03-21,2025-04-20,2026-03-16,16520.53,100.77,12,Weekly,Equipment,Male,01-Jun-1986,Widowed,3,Telecom,104,1319.88,1,Property,InnBucks,Harare VOV8606,1,2025-09-21,2025-09-24,2025-10-24,2026-09-19,2893.16,118.83,12,Weekly,Business_Expansion,Male,21-Sep-1995,Married,4,Agriculture,78,190.09,3,,Bank_Transfer,Midlands HPR5191,4,2025-12-06,2025-12-11,2026-01-22,2029-11-20,2941.54,15.8,48,Monthly,Vehicle,Male,22-Jun-1966,Divorced,4,Informal_Sector,9,193.21,6,Property,InnBucks,Manicaland LYA8405,0,2025-05-03,2025-05-18,2025-06-13,2025-11-14,522.41,114.81,6,Monthly,Home_Improvement,Female,24-Sep-1986,Single,3,Education,18,273.0,0,None,EcoCash,Matabeleland_North WBU8735,0,2025-08-30,2025-09-01,2025-10-14,2026-02-28,559.45,126.76,6,Bi-Weekly,School_Fees,Male,01-Mar-1971,Married,7,Informal_Sector,27,247.06,2,Livestock,Cash,Masvingo TQR2275,4,2025-01-13,2025-02-01,2025-03-07,2029-01-11,4567.0,13.3,48,Monthly,Vehicle,Male,18-Jun-1971,Married,5,Informal_Sector,31,342.83,0,Guarantor,Bank_Transfer,Harare JPW5875,1,2025-07-13,2025-07-21,2025-08-23,2027-01-12,3982.96,117.07,18,Monthly,Equipment,Male,09-Apr-2007,Single,2,Agriculture,8,236.97,6,None,Bank_Transfer,Harare TLJ7924,2,2026-01-01,2026-01-20,2026-02-15,2027-07-14,4860.92,89.57,18,Monthly,Equipment,Female,25-Jun-1995,Divorced,1,Informal_Sector,14,589.12,2,Livestock,OneMoney,Harare XMY2043,1,2025-07-12,2025-08-01,2025-08-26,2027-07-22,27086.2,14.41,24,Monthly,Working_Capital,Female,30-Oct-1986,Divorced,6,NGO,,1979.93,4,Property,EcoCash,Mashonaland_Central QRO2231,1,2025-05-13,2025-05-22,2025-06-18,2027-05-12,4251.4,128.03,24,Monthly,Equipment,Male,15-May-1997,Single,,Construction,75,368.62,2,Guarantor,EcoCash,Mashonaland_East HLF4845,0,2025-04-02,2025-04-15,2025-05-28,2026-10-07,4139.29,105.58,18,Monthly,Medical,Female,17-Jan-1994,Married,0,,107,,2,Guarantor,InnBucks,Mashonaland_West UJU3717,0,2025-09-11,2025-09-24,2025-11-02,2027-09-14,945.85,147.25,24,Monthly,Personal,Female,29-Jun-1971,Married,3,Informal_Sector,40,201.44,2,Savings,EcoCash,Bulawayo ORB7785,3,2026-01-24,2026-02-09,2026-03-25,2028-01-30,2490.43,15.19,24,Monthly,Medical,Female,12-Jun-1968,Married,3,Agriculture,48,436.9,3,Savings,EcoCash,Harare URX8712,4,2026-02-22,2026-02-25,2026-04-03,2027-02-20,9965.52,92.12,12,Monthly,,Female,18-Feb-1993,Single,,Mining,112,464.38,1,Guarantor,Cash,Matabeleland_South GFL4830,4,2025-04-19,2025-05-03,2025-06-03,2028-04-17,13491.58,17.93,36,Monthly,Home_Improvement,Female,21-Jan-1959,Married,6,Construction,57,,1,None,EcoCash,Mashonaland_West QRI3011,0,2025-10-01,2025-10-21,2025-12-01,2026-04-19,1727.93,105.67,6,Monthly,Working_Capital,Female,18-Jun-1974,Married,1,Education,,410.78,1,None,Cash,Matabeleland_South TWL7361,3,2025-01-24,2025-01-31,2025-03-14,2026-01-26,2335.25,14.05,12,Monthly,School_Fees,Male,16-Nov-1995,Married,4,NGO,35,861.22,1,Guarantor,Bank_Transfer,Harare GSY8311,4,2025-11-06,2025-11-25,2026-01-04,2027-11-15,3093.38,15.9,24,Weekly,Home_Improvement,Male,29-Apr-1960,Married,4,Construction,,,3,None,EcoCash,Manicaland ZAB8662,3,2025-05-10,2025-05-15,2025-06-22,2025-11-11,3480.63,11.68,6,Monthly,Debt_Consolidation,Male,25-Aug-1986,Married,,Retail_Trade,10,593.51,2,Guarantor,EcoCash,Harare INE5446,4,2025-09-18,2025-09-28,2025-10-27,2028-09-12,5760.0,88.55,36,Weekly,Equipment,Male,23-Jun-1999,Married,4,Informal_Sector,29,376.11,2,Guarantor,InnBucks,Mashonaland_Central NAT5345,1,2025-10-06,2025-10-27,2025-12-05,2026-10-22,2365.83,111.54,12,Monthly,Stock_Purchase,Male,01-Apr-1993,,3,Education,143,,1,Vehicle,Cash,Harare BUD2177,3,2025-01-07,2025-01-08,2025-02-03,2025-07-07,1903.15,13.04,6,Monthly,Rent,Female,06-Nov-1992,Married,3,Education,,444.66,0,Livestock,EcoCash,Mashonaland_Central OGP8515,1,2025-04-20,2025-04-25,2025-05-28,2026-04-20,7674.5,14.84,12,Monthly,Working_Capital,Female,01-Nov-2004,Single,1,Construction,17,676.79,0,None,InnBucks,Harare QPY6663,0,2025-04-12,2025-04-15,2025-05-12,2027-04-05,3974.52,163.55,24,Bi-Weekly,Home_Improvement,Male,06-Jul-1975,Married,1,Manufacturing,47,693.07,2,Vehicle,Cash,Matabeleland_North RLJ9691,0,2025-08-11,2025-08-16,2025-09-21,2026-08-11,2700.45,101.62,12,Monthly,Home_Improvement,Female,10-Jul-1973,Divorced,4,Manufacturing,61,749.72,1,Guarantor,EcoCash,Harare UKF6131,4,2025-02-15,2025-03-02,2025-04-16,2028-02-15,1577.92,16.69,36,Monthly,Home_Improvement,Female,16-Oct-1978,Divorced,5,Informal_Sector,,204.9,0,Vehicle,Bank_Transfer,Mashonaland_Central IGK5300,3,2025-03-24,2025-04-08,2025-05-15,2026-04-03,838.56,83.12,12,Monthly,Medical,Male,14-Jul-1990,Divorced,4,Education,150,475.71,1,Savings,InnBucks,Matabeleland_North BOA2857,2,2025-01-03,2025-01-16,2025-02-16,2026-07-10,1283.77,12.8,18,Monthly,Working_Capital,Male,12-Sep-1973,Married,5,Informal_Sector,20,,4,Property,InnBucks,Harare OUJ7375,0,2025-04-24,2025-05-12,2025-06-12,2026-05-07,808.82,76.65,12,Monthly,Business_Expansion,Male,20-Mar-1998,Divorced,1,Informal_Sector,8,495.71,0,None,OneMoney,Harare ODW2622,5,2025-04-14,2025-04-24,2025-06-05,2025-10-21,477.91,133.36,6,Monthly,Personal,Male,09-Feb-1992,Single,4,Healthcare,62,,2,None,Cash,Harare EFV9929,5,2025-10-25,2025-11-13,2025-12-08,2025-12-13,366.12,167.57,1,Weekly,Rent,Male,12-Jan-1997,Married,2,Agriculture,50,227.72,2,None,OneMoney,Mashonaland_East UMB6250,0,2026-01-10,2026-01-18,2026-02-28,2026-04-18,3705.09,14.15,3,Monthly,Livestock,Male,08-May-2003,Single,2,Government,59,509.6,1,Guarantor,Cash,Midlands ARY2581,3,2025-07-31,2025-08-09,2025-09-19,2027-01-31,1045.42,18.6,18,Monthly,School_Fees,Male,23-Mar-1993,Divorced,3,Agriculture,80,312.13,0,Savings,EcoCash,Mashonaland_Central FWD1267,2,2025-11-18,2025-12-09,2026-01-06,2026-06-07,2375.03,100.41,6,Monthly,Livestock,Male,06-Jun-1980,Single,5,Education,63,337.72,0,Property,Cash,Mashonaland_Central QWK4961,4,2025-07-02,2025-07-08,2025-08-18,2028-06-22,1570.41,91.64,36,Weekly,Home_Improvement,Male,25-Nov-1975,Divorced,6,Agriculture,113,227.26,0,None,Cash,Matabeleland_South RWR6816,3,2025-08-13,2025-08-23,2025-09-21,2026-08-18,2915.38,16.49,12,Monthly,Medical,Male,27-Jul-1982,Married,5,Government,78,660.95,3,Guarantor,EcoCash,Mashonaland_West DHZ0702,1,2025-11-20,2025-11-29,2026-01-01,2026-11-24,3632.95,129.94,12,Bi-Weekly,Working_Capital,Male,07-Jun-1983,Married,5,Retail_Trade,136,,1,None,Cash,Matabeleland_South CRC5041,5,2025-03-20,2025-03-21,2025-04-19,2025-06-19,331.04,181.42,3,Bi-Weekly,Medical,Male,03-Oct-1996,Married,3,Informal_Sector,38,337.85,1,None,,Midlands XOF2459,0,2025-09-21,2025-10-06,2025-11-17,2026-10-01,1230.86,148.42,12,Monthly,Funeral,Female,10-Jul-2005,Single,2,Agriculture,4,254.66,4,Guarantor,Bank_Transfer,Mashonaland_East WKQ9187,1,2025-03-23,2025-03-24,2025-04-21,2028-03-08,17484.14,87.11,36,Monthly,Equipment,Male,23-Apr-1984,Divorced,1,Finance,79,1105.95,2,Savings,EcoCash,Bulawayo AZV9085,4,2025-01-29,2025-02-07,2025-03-20,2026-08-01,7082.41,87.48,18,Monthly,Equipment,Male,18-Mar-1998,Single,2,Manufacturing,66,453.28,1,Property,InnBucks,Manicaland YSZ6492,5,2025-07-22,2025-08-06,2025-09-17,2026-02-02,836.24,149.52,6,Bi-Weekly,Medical,Female,22-Jul-1993,Married,5,Mining,30,748.56,4,None,Bank_Transfer,Manicaland CNK2218,2,2025-03-01,2025-03-13,2025-04-12,2025-12-08,3047.74,130.76,9,Monthly,Farming_Inputs,Male,28-Oct-1988,Married,3,Retail_Trade,68,348.11,3,Guarantor,Cash,Mashonaland_West OBF4098,0,2026-01-16,2026-02-02,2026-03-16,2026-05-03,4454.17,17.62,3,Monthly,Wedding,Male,31-May-1990,Married,1,Construction,,,0,Vehicle,EcoCash,Harare LMY9061,1,2025-12-20,2025-12-22,2026-01-26,2026-06-20,14881.79,15.63,6,Monthly,Business_Expansion,Male,12-Oct-1961,Married,7,Retail_Trade,,747.22,0,Livestock,OneMoney,Mashonaland_West SPA0324,3,2025-10-09,2025-10-21,2025-12-04,2026-04-19,676.77,14.39,6,Bi-Weekly,School_Fees,Male,26-Sep-1974,Widowed,,Informal_Sector,49,271.64,0,Guarantor,EcoCash,Mashonaland_East QMB9576,0,2025-06-17,2025-06-27,2025-07-26,2027-06-17,8502.23,15.84,24,Monthly,Equipment,Female,24-Apr-1986,Married,5,Mining,114,1267.67,0,Savings,EcoCash,Harare EPE0986,1,2026-01-20,2026-02-06,2026-03-15,2027-02-01,11869.61,105.98,12,Monthly,Business_Expansion,Female,01-Jun-1960,Married,,Informal_Sector,36,588.62,0,Savings,InnBucks,Bulawayo YPH0413,1,2026-01-13,2026-01-24,2026-03-10,2028-01-14,3695.39,97.24,24,Monthly,Equipment,Male,16-Jul-1960,Married,3,Informal_Sector,24,320.28,1,Property,InnBucks,Harare RWU2048,1,2025-10-19,2025-10-31,2025-12-13,2026-10-26,23884.11,122.31,12,Bi-Weekly,Stock_Purchase,Male,28-Feb-1999,Divorced,3,Finance,19,2667.12,1,Property,Cash,Midlands XXL3715,0,2025-10-13,2025-10-18,2025-12-02,2027-10-08,1442.71,116.16,24,Monthly,Personal,Female,04-Jul-1956,Widowed,4,Government,60,,2,Guarantor,Cash,Harare LMY8761,0,2025-01-14,2025-01-25,2025-02-28,2025-07-24,442.82,138.3,6,Bi-Weekly,Equipment,Male,08-Nov-2004,Single,1,Agriculture,9,140.88,3,,Bank_Transfer,Harare VZX6168,3,2025-01-14,2025-01-23,2025-02-26,2027-01-13,2292.42,16.36,24,Monthly,School_Fees,Female,25-Aug-1993,Married,3,Transport,29,649.9,0,Savings,InnBucks,Matabeleland_South TQC6813,3,2025-09-09,2025-09-17,2025-10-18,2026-09-12,5297.13,15.51,12,Monthly,Rent,Female,26-Nov-1971,Widowed,4,Construction,65,1131.1,2,None,InnBucks,Harare UDQ1869,3,2025-07-10,2025-07-28,2025-08-23,2027-01-19,2132.36,98.77,18,Weekly,Rent,Female,21-Apr-1991,Married,2,Education,73,606.68,4,None,Cash,Mashonaland_East DNH5723,4,2025-03-05,2025-03-22,2025-05-01,2026-09-13,4332.16,13.77,18,Monthly,Home_Improvement,Female,22-Sep-1959,Married,5,Agriculture,,154.47,2,None,InnBucks,Mashonaland_West QXG6300,1,2025-12-15,2025-12-19,2026-01-20,2026-12-14,6814.02,142.14,12,Monthly,Working_Capital,Male,11-Aug-1987,Married,4,Transport,88,306.1,1,Vehicle,OneMoney,Midlands SKP0307,3,2025-10-01,2025-10-04,2025-11-13,2026-09-29,2426.59,12.38,12,Monthly,Rent,Male,25-Nov-1968,Divorced,0,Transport,123,619.26,2,Savings,EcoCash,Harare KYD6619,1,2025-01-19,2025-02-06,2025-03-10,2026-02-01,3462.48,91.88,12,Monthly,Equipment,Female,16-Sep-1994,Married,1,Retail_Trade,89,245.19,0,Guarantor,Bank_Transfer,Harare UBI4597,0,2025-11-11,2025-12-02,2026-01-01,2027-11-22,3214.72,143.21,24,Weekly,Working_Capital,Male,16-Aug-2003,Single,1,Education,11,586.66,1,None,InnBucks,Harare XJZ0694,1,2025-06-16,2025-07-03,2025-08-09,2026-06-28,11492.73,122.84,12,Monthly,Equipment,Male,27-Jul-1967,Married,,Telecom,86,727.63,2,Vehicle,OneMoney,Harare VCB7873,2,2025-03-23,2025-03-28,2025-04-22,2026-03-23,4153.25,,12,Monthly,Farming_Inputs,Male,23-Nov-1963,Single,5,Informal_Sector,10,392.17,0,Vehicle,EcoCash,Mashonaland_Central DVP8229,3,2025-09-10,2025-09-29,2025-11-05,2027-03-23,1270.41,15.53,18,Monthly,Debt_Consolidation,Male,15-Oct-1968,Divorced,2,Agriculture,34,306.33,1,Guarantor,OneMoney,Midlands ENQ7050,0,2025-11-09,2025-11-25,2025-12-23,2026-05-24,1032.68,162.01,6,Weekly,School_Fees,Female,20-May-1961,Married,,Informal_Sector,,345.06,4,None,EcoCash,Harare VSO8083,2,2025-08-03,2025-08-07,2025-09-02,2026-08-02,8538.5,109.3,12,Monthly,Livestock,Male,17-Sep-1990,Divorced,,Mining,83,1449.27,0,None,EcoCash,Masvingo IVW3734,1,2025-08-22,2025-09-11,2025-10-17,2028-08-26,5248.5,116.95,36,Monthly,Working_Capital,Male,01-Nov-1960,Married,2,Retail_Trade,55,691.85,4,Livestock,Cash,Masvingo STS4967,1,2025-11-13,2025-12-02,2026-01-13,2028-11-16,4923.09,114.02,36,Monthly,Stock_Purchase,Male,01-Aug-1975,,,Informal_Sector,7,482.36,0,None,InnBucks,Mashonaland_West NQY3007,2,2025-06-20,2025-06-24,2025-07-28,2025-12-21,6764.68,115.66,6,Weekly,Farming_Inputs,Male,27-Dec-1969,Married,4,Retail_Trade,44,405.58,3,Livestock,InnBucks,Harare RPA2336,3,2025-04-11,2025-04-14,2025-05-17,2026-04-09,3742.21,91.22,12,Monthly,Rent,Male,06-Oct-1998,Married,2,Telecom,,1864.83,5,Savings,EcoCash,Midlands NKE0904,0,2025-04-14,2025-05-03,2025-05-28,2026-10-25,2186.04,124.27,18,Monthly,Funeral,Female,19-Jul-1999,Single,2,Transport,21,378.66,1,Savings,Cash,Manicaland IQI3842,4,2025-08-30,2025-09-08,2025-10-08,2027-03-02,7086.69,18.54,18,Monthly,Equipment,Male,31-Jul-1994,Single,3,Construction,77,,2,Savings,OneMoney,Matabeleland_North HKA5518,1,2025-06-08,2025-06-27,2025-07-27,2027-06-17,6830.23,106.91,24,Monthly,Stock_Purchase,Male,09-Apr-2005,Single,1,NGO,8,676.98,5,Guarantor,InnBucks,Harare GOS8577,1,2025-01-03,2025-01-16,2025-02-16,2027-01-06,10088.88,13.33,24,Monthly,Working_Capital,Female,22-Sep-1980,Married,,Manufacturing,139,428.89,2,Livestock,Cash,Mashonaland_East ZQE8717,3,2025-09-30,2025-10-01,2025-11-07,2026-09-26,1223.66,14.85,12,Monthly,Debt_Consolidation,Male,12-Jul-1981,Married,6,,90,506.0,2,Vehicle,OneMoney,Harare PVL0488,0,2025-01-23,2025-01-26,2025-02-28,2027-01-16,1451.64,149.08,24,Monthly,Working_Capital,Female,12-Aug-1966,Widowed,0,Construction,7,325.54,0,Savings,InnBucks,Harare BNJ8623,0,2025-02-13,2025-03-02,2025-04-02,2025-08-29,2344.42,136.3,6,Monthly,Stock_Purchase,Male,03-Feb-1978,Married,0,Informal_Sector,18,363.65,3,None,Cash,Mashonaland_Central GEN3250,1,2026-02-10,2026-02-13,2026-03-17,2027-02-08,19633.73,112.45,12,Weekly,Business_Expansion,Male,29-Oct-1980,Married,4,Transport,28,1082.92,1,Vehicle,InnBucks,Matabeleland_South LWY0125,5,2025-12-04,2025-12-24,2026-01-28,2026-03-24,368.79,185.96,3,Bi-Weekly,Personal,Male,04-Nov-1992,Divorced,,Education,56,325.31,5,Savings,EcoCash,Mashonaland_Central PAJ0655,2,2026-01-07,2026-01-13,2026-02-11,2027-01-08,2291.38,14.79,12,Monthly,Livestock,Male,22-Sep-1989,Married,3,Retail_Trade,80,470.88,0,Livestock,Cash,Manicaland DSJ8355,0,2025-05-22,2025-06-01,2025-06-27,2025-11-28,2039.0,155.12,6,Monthly,Personal,Male,20-Sep-1992,Widowed,1,Agriculture,56,246.19,1,Property,EcoCash,Harare ZTM3982,0,2025-10-27,2025-11-16,2025-12-21,2026-05-15,4971.29,152.53,6,Monthly,Farming_Inputs,Female,20-Oct-1960,Married,4,Government,60,701.35,4,Savings,InnBucks,Mashonaland_West GTG0544,1,2025-01-11,2025-01-25,2025-03-05,2027-01-15,9767.25,103.26,24,Weekly,Equipment,Male,11-Nov-1973,Married,4,Government,130,835.94,2,Property,EcoCash,Harare YNX2835,1,2026-01-21,2026-02-04,2026-03-04,2027-01-30,7309.58,14.12,12,Monthly,Equipment,Male,26-Feb-2004,Married,1,Agriculture,14,,0,Guarantor,OneMoney,Midlands TGN2850,1,2024-12-24,2025-01-03,2025-02-12,2026-12-24,7908.39,109.85,24,Bi-Weekly,Working_Capital,Female,22-Sep-1961,Divorced,3,Education,91,374.54,1,Property,Bank_Transfer,Matabeleland_South BXX5261,1,2025-04-13,2025-04-30,2025-06-10,2025-10-27,3505.36,122.41,6,Monthly,,Female,05-Apr-1982,Divorced,4,Construction,90,574.85,1,Savings,EcoCash,Harare HSE2409,2,2025-12-20,2026-01-03,2026-02-09,2027-06-27,3446.15,103.0,18,Monthly,Farming_Inputs,Female,13-Aug-1991,Married,3,Manufacturing,48,434.9,1,Savings,EcoCash,Harare DLZ1901,1,2025-08-30,2025-09-17,2025-10-23,2026-09-12,3646.36,112.84,12,Bi-Weekly,Stock_Purchase,Male,16-Jan-1973,Married,3,Retail_Trade,160,341.24,1,Savings,Cash,Masvingo GEJ1320,0,2026-01-17,2026-02-06,2026-03-19,2026-05-07,2881.95,75.57,3,Monthly,Rent,Female,16-Jun-1981,Single,3,Manufacturing,32,350.8,1,None,EcoCash,Masvingo VWQ6022,1,2025-01-07,2025-01-25,2025-02-26,2025-07-24,2904.43,142.02,6,Bi-Weekly,Equipment,Male,13-May-1988,Married,2,Government,163,340.1,0,Savings,Bank_Transfer,Harare YOK7020,5,2025-08-17,2025-08-24,2025-09-21,2025-10-23,826.91,157.83,2,Monthly,Medical,Male,17-Nov-1993,Divorced,1,Retail_Trade,65,563.52,3,Guarantor,Bank_Transfer,Matabeleland_North CBJ3105,0,2025-03-10,2025-03-30,2025-05-01,2025-06-28,2449.84,17.55,3,Monthly,Business_Expansion,Male,25-Jan-1985,,6,Retail_Trade,92,656.86,1,Savings,EcoCash,Mashonaland_West VSY3899,0,2025-09-15,2025-09-23,2025-10-28,2026-09-18,1054.26,114.45,12,Monthly,Working_Capital,Female,02-Aug-1987,Married,6,Construction,107,283.65,2,None,EcoCash,Harare VTA4221,0,2026-02-05,2026-02-12,2026-03-20,2026-08-11,4987.98,19.64,6,Bi-Weekly,Vehicle,Male,12-Jun-2008,Married,1,Manufacturing,2,816.26,0,Livestock,Bank_Transfer,Masvingo HHB5509,1,2026-01-01,2026-01-21,2026-03-05,2027-01-16,14531.61,91.91,12,Monthly,Stock_Purchase,Male,17-Nov-1996,,2,Informal_Sector,27,,2,Guarantor,Bank_Transfer,Harare TGZ6086,3,2025-12-31,2026-01-03,2026-02-13,2026-12-29,378.62,,12,Monthly,Rent,Male,04-May-1984,Married,6,Agriculture,36,225.01,6,Vehicle,EcoCash,Mashonaland_Central RMP4380,4,2025-11-01,2025-11-16,2025-12-12,2027-05-10,12403.86,91.0,18,Monthly,Vehicle,Female,25-Jul-1973,Married,,Agriculture,81,477.34,0,Property,Cash,Matabeleland_South UPX5708,4,2025-02-25,2025-02-28,2025-03-28,2026-08-22,5873.97,13.35,18,Monthly,Home_Improvement,Male,29-Dec-1957,Widowed,,Retail_Trade,114,208.45,0,Guarantor,EcoCash,Harare ENL9282,2,2025-08-30,2025-09-11,2025-10-20,2027-09-01,5584.68,,24,Monthly,Farming_Inputs,Female,19-May-1977,Married,,Construction,116,392.75,0,Livestock,Bank_Transfer,Harare LZH7750,3,2026-01-26,2026-02-12,2026-03-28,2026-08-11,657.37,14.54,6,Monthly,Personal,Female,18-Oct-1966,Married,3,Agriculture,56,142.04,2,Vehicle,Cash,Harare IBS9693,0,2025-01-08,2025-01-17,2025-02-27,2026-01-12,509.11,131.56,12,Monthly,Rent,Male,04-Sep-1992,Married,3,Retail_Trade,48,160.47,4,Savings,Bank_Transfer,Bulawayo PKI0279,0,2025-10-25,2025-10-26,2025-12-01,2026-10-21,607.16,18.69,12,Monthly,Equipment,Male,31-Jan-1998,Single,2,Informal_Sector,6,327.62,0,None,Bank_Transfer,Midlands MNM4404,2,2025-07-02,2025-07-05,2025-08-13,2027-06-25,2231.7,108.03,24,Monthly,Livestock,Male,29-Mar-1997,Married,3,Agriculture,80,354.87,0,Livestock,Bank_Transfer,Masvingo LHG3702,1,2025-05-25,2025-06-04,2025-07-01,2025-12-01,4019.53,96.03,6,Monthly,Business_Expansion,Male,24-Mar-1965,Married,7,Agriculture,20,234.39,1,Savings,Bank_Transfer,Harare QXS2664,2,2025-11-25,2025-11-26,2025-12-22,2026-05-25,2955.38,11.72,6,Monthly,Equipment,Female,26-Jan-1974,Divorced,4,Government,,603.14,3,None,EcoCash,Harare ZJE8725,1,2025-04-17,2025-05-06,2025-06-19,2026-05-01,13261.79,87.76,12,Weekly,Equipment,Female,04-Oct-1992,Married,3,Finance,16,1006.01,1,Savings,OneMoney,Harare OJA7001,3,2025-12-09,2025-12-22,2026-01-21,2026-12-17,424.05,17.42,12,Monthly,Rent,Male,04-Jul-1991,Married,3,Agriculture,93,117.48,3,None,Cash,Manicaland ZSQ7961,0,2026-01-21,2026-01-25,2026-03-08,2027-01-20,1892.2,15.89,12,Monthly,Funeral,Female,11-Apr-1969,Divorced,4,,73,682.4,0,Guarantor,Cash,Mashonaland_West YVV8348,0,2025-02-01,2025-02-16,2025-03-23,2026-02-11,1503.5,19.46,12,Monthly,,Female,11-Apr-1997,Single,4,Government,53,502.06,0,None,EcoCash,Mashonaland_Central YEM8450,2,2025-04-20,2025-04-21,2025-05-19,2026-01-16,1848.7,97.11,9,Bi-Weekly,Livestock,Male,26-Apr-1975,Married,2,Construction,36,169.28,1,None,Bank_Transfer,Mashonaland_Central OWZ3181,3,2026-02-08,2026-02-25,2026-04-10,2028-02-15,1040.72,17.47,24,Monthly,Medical,Male,03-Sep-2003,Single,1,Agriculture,13,220.81,6,None,InnBucks,Harare VJT5618,4,2025-07-15,2025-08-04,2025-09-02,2027-07-25,2596.28,15.94,24,Monthly,Equipment,Female,03-Sep-2001,Single,,Government,64,,2,None,Cash,Harare IAD0845,1,2025-06-10,2025-06-20,2025-08-02,2028-06-04,7176.22,120.56,36,Monthly,Equipment,Male,02-Sep-1980,Single,7,Retail_Trade,129,694.61,3,Vehicle,EcoCash,Harare KSU8228,1,2025-01-23,2025-02-10,2025-03-21,2026-02-05,8243.38,83.82,12,Monthly,Equipment,Female,12-Sep-1970,Divorced,4,Healthcare,7,429.95,8,None,Bank_Transfer,Harare AKD2635,1,2025-08-28,2025-09-05,2025-10-10,2026-08-31,4304.05,13.37,12,Monthly,Business_Expansion,Male,11-Nov-1968,Divorced,5,Education,108,265.8,0,Guarantor,Bank_Transfer,Mashonaland_Central DPT3746,1,2026-01-04,2026-01-09,2026-02-11,2028-12-24,2771.18,75.88,36,Weekly,Equipment,Female,09-May-1992,Divorced,3,Transport,29,433.55,1,Savings,OneMoney,Midlands HBB8000,0,2025-07-08,2025-07-25,2025-08-28,2027-07-15,4480.59,16.63,24,Monthly,Wedding,Male,17-Dec-1969,Married,5,,150,1659.61,4,None,InnBucks,Harare XKS7078,2,2025-05-09,2025-05-22,2025-06-28,2026-05-17,3202.58,99.64,12,Monthly,Working_Capital,Male,11-Jan-1993,Single,3,Construction,88,375.92,2,Savings,OneMoney,Manicaland BSW6379,5,2025-03-20,2025-04-10,2025-05-23,2025-06-09,580.63,143.8,2,Bi-Weekly,Medical,Female,08-Apr-1978,Married,5,Retail_Trade,96,583.26,2,Vehicle,EcoCash,Masvingo NMD9061,2,2025-03-16,2025-03-21,2025-04-28,2026-03-16,2870.52,91.57,12,Monthly,Farming_Inputs,Male,30-Jan-1967,Married,4,Retail_Trade,133,768.49,2,Guarantor,Bank_Transfer,Mashonaland_East DQB2981,1,2025-08-23,2025-09-09,2025-10-17,2026-09-04,9285.28,11.87,12,Weekly,,Female,23-Nov-1976,Married,4,Healthcare,71,608.98,4,Property,Cash,Masvingo CFD9987,2,2025-12-05,2025-12-07,2026-01-07,2027-05-31,4396.66,99.84,18,Weekly,Working_Capital,Male,11-May-2006,Married,2,Mining,16,700.88,3,Vehicle,EcoCash,Harare XYJ7765,1,2025-10-08,2025-10-17,2025-11-14,2027-10-07,4132.25,139.7,24,Monthly,Stock_Purchase,Male,04-Jan-1982,Single,2,Education,89,480.44,2,Guarantor,EcoCash,Midlands CCO6993,0,2025-11-01,2025-11-19,2026-01-02,2026-05-18,3570.62,15.45,6,Bi-Weekly,Rent,Male,24-Apr-1988,Married,2,Government,54,561.59,1,Savings,Bank_Transfer,Mashonaland_Central LMK8623,3,2025-07-11,2025-07-30,2025-09-07,2026-07-25,721.31,16.22,12,Monthly,Personal,Male,27-Jul-2001,Married,4,Informal_Sector,,450.93,1,Vehicle,OneMoney,Harare MHO6527,3,2025-12-26,2025-12-31,2026-02-03,2026-12-26,1466.88,14.74,12,Monthly,Debt_Consolidation,Female,17-May-1990,Single,3,Informal_Sector,26,393.74,0,Savings,EcoCash,Mashonaland_West MPD1810,0,2025-11-15,2025-11-30,2025-12-28,2026-05-29,3729.61,15.01,6,Monthly,Funeral,Male,07-Dec-1972,Married,1,Transport,45,,1,None,EcoCash,Manicaland BTH9628,0,2026-02-02,2026-02-05,2026-03-05,2027-01-31,1062.37,15.08,12,Monthly,Farming_Inputs,Male,28-Jan-1984,Married,,Informal_Sector,3,255.62,3,Vehicle,Bank_Transfer,Midlands WRF4157,1,2025-09-27,2025-10-03,2025-10-28,2026-09-28,4581.74,145.39,12,Monthly,Working_Capital,Male,21-Dec-1996,Divorced,3,Agriculture,110,431.64,2,Savings,OneMoney,Mashonaland_Central XXN2403,1,2026-01-06,2026-01-13,2026-02-21,2027-01-08,3392.91,11.78,12,Monthly,Working_Capital,Female,30-Jan-1998,Single,1,Informal_Sector,9,167.26,2,Savings,Bank_Transfer,Mashonaland_Central FFJ6322,2,2025-11-01,2025-11-22,2026-01-02,2027-11-12,11792.34,11.02,24,Weekly,Farming_Inputs,Male,17-Dec-1999,Single,,Manufacturing,15,956.39,1,Livestock,Bank_Transfer,Harare WZD2412,1,2026-01-06,2026-01-24,2026-03-10,2027-01-19,15447.02,14.35,12,Monthly,Business_Expansion,Male,06-Dec-1993,Single,4,NGO,75,1061.04,0,Livestock,InnBucks,Mashonaland_Central OEE0398,2,2025-10-24,2025-10-27,2025-11-28,2027-10-17,5893.07,82.94,24,Monthly,Working_Capital,Female,25-Jul-1970,Married,2,Finance,24,,3,Property,EcoCash,Mashonaland_West GMF4223,2,2025-04-17,2025-04-27,2025-06-01,2025-10-24,5521.63,11.5,6,Monthly,Livestock,Female,05-Oct-1996,Divorced,3,Education,68,607.71,2,Guarantor,Cash,Masvingo EVD1832,1,2025-04-09,2025-04-16,2025-05-13,2026-04-11,9327.38,135.73,12,Monthly,Business_Expansion,Male,16-Mar-1994,Married,1,Retail_Trade,22,500.23,6,Property,Bank_Transfer,Harare EAO6665,2,2025-01-30,2025-02-06,2025-03-03,2025-08-05,7435.33,114.47,6,Weekly,Working_Capital,Male,24-Jun-1987,,3,,12,1035.57,6,None,EcoCash,Harare ZTE0996,3,2025-11-21,2025-11-29,2026-01-10,2027-05-23,989.41,19.21,18,Monthly,Debt_Consolidation,Male,07-Dec-1996,Married,4,Agriculture,46,322.78,2,None,EcoCash,Manicaland WJI7604,1,2025-10-21,2025-11-04,2025-12-17,2026-10-30,18620.18,92.58,12,Monthly,Stock_Purchase,Female,30-Dec-1980,Married,4,Finance,30,1696.03,2,Savings,Bank_Transfer,Manicaland GXB5604,2,2025-04-05,2025-04-09,2025-05-04,2026-10-01,10124.82,13.46,18,Bi-Weekly,Equipment,Male,21-Feb-1963,Widowed,2,Mining,113,907.19,0,Livestock,Cash,Mashonaland_East FRS8324,5,2025-03-07,2025-03-28,2025-04-25,2025-09-24,1024.22,184.77,6,Weekly,Funeral,Male,02-Feb-1990,Married,2,Finance,51,877.03,1,Livestock,EcoCash,Harare ICR2183,5,2026-01-12,2026-01-31,2026-02-28,2026-07-30,276.45,196.63,6,Monthly,Funeral,Female,05-Jan-1968,Married,3,Informal_Sector,4,270.67,0,None,InnBucks,Mashonaland_East SQI8245,2,2025-09-12,2025-10-02,2025-10-28,2027-09-22,18654.42,115.6,24,Monthly,Equipment,Male,30-Jul-1976,Married,1,Telecom,151,2018.88,2,Vehicle,Cash,Mashonaland_East ZEI2787,2,2025-06-04,2025-06-23,2025-07-23,2026-03-20,1652.06,98.06,9,Monthly,Working_Capital,Female,14-Mar-1970,Divorced,3,Informal_Sector,40,179.62,0,None,Bank_Transfer,Bulawayo UHX8290,4,2025-05-22,2025-05-27,2025-07-10,2028-05-11,12214.02,14.51,36,Monthly,Vehicle,Male,03-May-1986,Divorced,4,Retail_Trade,,981.09,0,Savings,InnBucks,Mashonaland_Central TTO8119,0,2025-06-06,2025-06-25,2025-07-25,2026-12-17,2461.01,141.56,18,Monthly,Stock_Purchase,Male,14-Apr-2001,Married,1,Informal_Sector,31,,2,None,Bank_Transfer,Harare EWT7697,4,2024-12-15,2025-01-03,2025-02-16,2027-12-19,7510.83,91.36,36,Monthly,Home_Improvement,Female,21-Jul-1977,Divorced,2,Retail_Trade,68,,4,Property,Cash,Harare LKC1392,0,2025-01-27,2025-01-31,2025-03-08,2026-01-26,4433.09,17.35,12,Monthly,Wedding,Male,08-Apr-1983,Married,1,Construction,93,729.38,4,Savings,Cash,Masvingo KZA3127,4,2025-10-10,2025-10-22,2025-11-20,2026-10-17,4989.03,,12,Bi-Weekly,Equipment,Male,04-Nov-1989,Married,1,Agriculture,40,365.49,1,None,Bank_Transfer,Mashonaland_East FTW6416,1,2026-01-30,2026-02-18,2026-04-04,2027-02-13,4732.0,105.22,12,Monthly,Equipment,Male,19-Sep-2005,Married,1,Informal_Sector,7,356.3,0,Savings,EcoCash,Bulawayo GFW7003,1,2026-02-09,2026-02-16,2026-03-26,2028-02-06,3710.58,127.65,24,Bi-Weekly,Working_Capital,Male,29-Jul-1972,Divorced,,Agriculture,,186.38,1,Savings,EcoCash,Matabeleland_North YTT4302,0,2025-05-06,2025-05-27,2025-07-10,2026-05-22,2990.72,139.47,12,Monthly,School_Fees,,07-Apr-1997,Single,2,Retail_Trade,42,1080.72,0,None,EcoCash,Matabeleland_North EOE9840,2,2025-02-16,2025-03-06,2025-04-18,2027-02-24,4363.74,13.88,24,Bi-Weekly,Farming_Inputs,Female,01-Apr-1982,Widowed,4,Healthcare,72,,2,Savings,EcoCash,Bulawayo RWM7830,4,2026-01-31,2026-02-10,2026-03-26,2029-01-25,18818.49,93.29,36,Monthly,Equipment,Female,13-Sep-1976,Divorced,3,Retail_Trade,156,731.67,5,Livestock,Bank_Transfer,Bulawayo GOB8336,1,2025-05-04,2025-05-15,2025-06-27,2028-04-29,23244.02,106.6,36,Bi-Weekly,Working_Capital,Male,12-Jul-1995,Married,2,Finance,36,,2,Property,EcoCash,Bulawayo LFV9110,3,2025-01-21,2025-02-01,2025-03-04,2025-07-31,5976.1,15.17,6,Monthly,Personal,Male,12-Sep-1961,Divorced,,Telecom,35,2015.85,3,Savings,Cash,Harare JPW2124,3,2025-04-03,2025-04-07,2025-05-10,2027-03-28,746.13,12.97,24,Bi-Weekly,Debt_Consolidation,Male,10-Aug-1978,Married,4,Agriculture,34,176.46,4,Guarantor,EcoCash,Harare BKF9745,3,2025-09-09,2025-09-22,2025-10-25,2027-03-16,1275.4,10.81,18,Monthly,Personal,Female,14-Jun-1972,Divorced,3,Government,113,681.08,7,None,Cash,Manicaland ZRA5115,0,2025-12-28,2026-01-06,2026-02-09,2027-01-01,1973.69,141.24,12,Bi-Weekly,Vehicle,Male,03-May-1977,Divorced,0,Government,67,556.47,1,Livestock,EcoCash,Harare LFH2159,4,2026-01-23,2026-02-13,2026-03-22,2029-01-28,5176.06,15.9,36,Monthly,Equipment,Female,17-Apr-1992,Divorced,2,Informal_Sector,20,163.89,4,Property,EcoCash,Manicaland VMS1291,3,2025-03-31,2025-04-08,2025-05-23,2026-09-30,2330.68,15.87,18,Weekly,Personal,Male,27-Nov-1991,Married,1,Government,169,756.0,2,,EcoCash,Mashonaland_Central PMX7872,2,2025-12-06,2025-12-20,2026-01-17,2026-09-16,806.41,100.06,9,Monthly,Working_Capital,Female,27-Apr-1970,Married,1,Informal_Sector,21,137.73,1,Livestock,InnBucks,Mashonaland_West QXX7294,3,2025-03-19,2025-03-20,2025-04-23,2026-03-15,2214.65,10.51,12,Monthly,Medical,Male,08-Oct-2002,Single,1,Construction,5,571.89,0,Savings,EcoCash,Manicaland FBP6560,3,2025-03-01,2025-03-02,2025-03-27,2027-02-20,1204.54,13.56,24,Monthly,Debt_Consolidation,Male,04-Jul-1987,Single,1,Construction,118,370.57,0,Guarantor,Bank_Transfer,Manicaland VEK2855,3,2025-03-27,2025-04-11,2025-05-25,2026-10-03,1076.01,19.08,18,Monthly,,Female,13-Mar-1981,Married,8,Government,104,501.36,0,None,Bank_Transfer,Midlands ZVI3482,0,2025-04-23,2025-04-26,2025-06-06,2026-04-21,1325.99,113.36,12,Monthly,Wedding,Female,13-Dec-2003,Divorced,0,Healthcare,27,467.05,2,None,EcoCash,Mashonaland_West WID7204,2,2025-02-12,2025-02-19,2025-03-18,2026-08-13,2335.41,72.3,18,Monthly,Farming_Inputs,Male,03-Jun-1992,Married,5,Manufacturing,50,207.68,3,Livestock,EcoCash,Harare UXR9283,1,2025-06-25,2025-07-04,2025-08-02,2028-06-18,16735.93,110.96,36,Bi-Weekly,Working_Capital,Female,13-Dec-1982,Divorced,0,,38,777.22,3,Property,EcoCash,Matabeleland_North GCR0520,3,2026-01-04,2026-01-14,2026-02-19,2027-01-09,4734.98,12.48,12,Monthly,Rent,Female,21-Oct-1979,Single,4,Telecom,37,1560.92,0,Guarantor,EcoCash,Harare ECC9768,1,2025-03-13,2025-03-23,2025-04-22,2026-03-18,7132.26,12.4,12,Weekly,,Male,13-Oct-1997,Married,4,Construction,28,711.81,0,Livestock,OneMoney,Mashonaland_Central BPF2428,3,2025-04-24,2025-04-28,2025-06-04,2026-04-23,1214.65,12.92,12,Monthly,School_Fees,Male,14-Aug-1979,Widowed,6,Government,75,375.16,2,Property,EcoCash,Harare DEJ5473,3,2024-12-30,2025-01-16,2025-02-25,2026-01-11,536.38,14.86,12,Monthly,Debt_Consolidation,Male,31-Jul-1998,Single,2,Agriculture,,149.6,0,Guarantor,Bank_Transfer,Mashonaland_West XYO6541,3,2025-11-04,2025-11-11,2025-12-26,2026-11-06,1090.05,18.11,12,Monthly,School_Fees,Female,21-Apr-1962,Married,3,Informal_Sector,18,366.04,1,Savings,EcoCash,Manicaland NJU1327,1,2025-07-22,2025-08-02,2025-09-08,2027-07-23,7812.75,15.19,24,Bi-Weekly,Stock_Purchase,Male,17-Jun-1999,Single,2,Construction,8,345.13,0,Savings,EcoCash,Mashonaland_Central WSK2569,0,2025-09-30,2025-10-03,2025-11-08,2026-04-01,5168.53,156.4,6,Bi-Weekly,School_Fees,Male,19-Jul-1974,Married,1,Transport,149,748.27,4,,EcoCash,Masvingo MEY6847,1,2026-01-25,2026-01-26,2026-02-22,2027-01-21,4193.42,88.95,12,Monthly,Equipment,Male,15-Dec-1992,Married,0,Informal_Sector,13,204.4,2,Savings,OneMoney,Mashonaland_West OCI5920,1,2025-08-27,2025-08-28,2025-10-04,2026-08-23,23202.96,84.59,12,Monthly,Stock_Purchase,Female,20-Mar-1997,Married,4,Telecom,30,1178.78,0,Property,Cash,Midlands BFM7635,5,2025-03-15,2025-04-03,2025-04-28,2025-05-03,409.4,166.44,1,Bi-Weekly,Medical,Male,18-Sep-1977,Married,5,Informal_Sector,33,268.61,5,None,InnBucks,Mashonaland_West XVU0737,0,2025-02-19,2025-02-26,2025-04-09,2026-02-21,6628.91,16.11,12,Monthly,Business_Expansion,Male,23-Mar-1993,Single,0,Finance,73,1286.06,0,None,InnBucks,Matabeleland_South ZOS1822,1,2025-01-12,2025-01-26,2025-03-02,2028-01-11,9013.42,99.92,36,Monthly,Business_Expansion,Female,29-Oct-1983,Married,3,Construction,20,,1,Property,OneMoney,Mashonaland_East SKD0534,3,2025-07-08,2025-07-21,2025-08-21,2027-01-12,336.91,16.05,18,Monthly,School_Fees,Female,08-Mar-2002,Single,,Agriculture,12,110.91,0,Guarantor,EcoCash,Harare ZBX7132,0,2025-02-26,2025-03-05,2025-04-12,2025-09-01,2113.98,15.05,6,Monthly,Farming_Inputs,Male,09-Oct-1985,Divorced,7,Mining,37,483.47,0,,EcoCash,Midlands MMO9244,3,2025-10-13,2025-10-18,2025-11-18,2027-04-11,1267.87,12.74,18,Monthly,Debt_Consolidation,Female,08-Jan-1995,Married,1,,97,354.74,1,None,EcoCash,Bulawayo PRR0310,4,2026-02-06,2026-02-10,2026-03-18,2027-02-05,5133.02,17.56,12,Monthly,Equipment,Male,11-Oct-1975,Married,3,Transport,83,,0,Property,Cash,Harare TJG4761,0,2025-10-06,2025-10-18,2025-11-20,2026-10-13,6289.12,103.94,12,Monthly,Medical,Female,13-Mar-1997,Married,2,Finance,37,805.87,2,None,Bank_Transfer,Bulawayo BBN2496,0,2026-02-14,2026-02-18,2026-03-28,2028-02-08,813.67,116.79,24,Monthly,School_Fees,Male,21-Nov-1965,Married,2,Telecom,100,609.82,3,Property,EcoCash,Matabeleland_South JIW5388,0,2025-04-04,2025-04-24,2025-05-21,2025-07-23,1369.41,113.52,3,Weekly,Debt_Consolidation,Female,12-May-2005,Single,0,Informal_Sector,9,323.33,3,None,OneMoney,Bulawayo KSN0005,2,2025-05-21,2025-06-09,2025-07-22,2026-12-01,3143.63,87.15,18,Monthly,Farming_Inputs,Male,30-Jan-1972,Single,1,Transport,38,400.06,2,Guarantor,EcoCash,Mashonaland_East MOK8564,2,2025-11-04,2025-11-11,2025-12-10,2026-08-08,5487.65,69.3,9,Monthly,Livestock,Female,10-Oct-1964,Widowed,3,Transport,89,905.03,1,Livestock,EcoCash,Harare EUB5732,0,2025-10-05,2025-10-25,2025-11-21,2027-04-18,6583.0,17.15,18,Monthly,Rent,Male,08-Aug-1964,Married,,Retail_Trade,104,899.25,4,None,Cash,Mashonaland_East NLQ5109,2,2025-01-05,2025-01-12,2025-02-17,2026-07-06,2048.25,13.18,18,Monthly,Livestock,Female,18-Dec-1975,Divorced,5,Healthcare,16,279.43,0,Livestock,Bank_Transfer,Midlands ZXP4295,3,2025-05-27,2025-06-16,2025-07-20,2026-06-11,2057.38,17.91,12,Monthly,Rent,Female,24-Oct-1967,Single,2,Retail_Trade,,610.87,5,Guarantor,EcoCash,Masvingo PAG8472,2,2025-02-15,2025-02-16,2025-03-15,2026-08-10,6901.63,66.86,18,Bi-Weekly,Farming_Inputs,Male,31-Dec-1982,Widowed,7,Retail_Trade,78,499.64,3,Livestock,EcoCash,Mashonaland_West LXR1978,0,2025-01-11,2025-01-15,2025-02-18,2026-01-10,1166.53,17.11,12,Monthly,Equipment,Male,02-Jul-1988,Married,2,Agriculture,54,342.54,0,Vehicle,OneMoney,Midlands BRZ3164,2,2025-01-04,2025-01-09,2025-02-21,2025-07-08,2828.09,11.61,6,Bi-Weekly,Farming_Inputs,Male,27-Mar-2005,Single,2,Informal_Sector,27,402.18,0,Property,Bank_Transfer,Harare DKT7237,0,2026-02-18,2026-02-22,2026-03-28,2027-02-17,1429.5,125.1,12,Monthly,Business_Expansion,Male,18-Jul-1973,Divorced,2,Informal_Sector,12,423.41,0,Vehicle,EcoCash,Harare ZCE2914,0,2026-02-16,2026-02-22,2026-04-08,2027-08-16,558.38,114.88,18,Monthly,Business_Expansion,Female,21-May-1958,Married,2,Retail_Trade,14,480.32,2,Livestock,OneMoney,Harare VHI6516,2,2025-06-18,2025-07-02,2025-08-02,2025-12-29,5225.53,99.09,6,Monthly,Working_Capital,Female,28-Mar-1991,Single,4,Construction,35,674.82,2,Property,OneMoney,Mashonaland_Central UTV4967,4,2026-01-15,2026-01-18,2026-02-22,2029-12-28,6603.21,13.93,48,Monthly,Vehicle,Male,24-Nov-1989,Married,1,Retail_Trade,,240.0,0,Livestock,Bank_Transfer,Manicaland USJ4246,0,2026-02-08,2026-02-10,2026-03-27,2026-08-09,5077.05,116.16,6,Monthly,Personal,Female,15-Nov-1980,Widowed,1,Education,12,652.25,1,None,Bank_Transfer,Harare HWH1249,5,2025-07-26,2025-08-12,2025-09-15,2025-11-10,2269.11,173.28,3,Bi-Weekly,Medical,Female,12-Dec-1983,Married,4,Mining,54,1730.13,1,Vehicle,EcoCash,Bulawayo ITF4864,0,2026-01-24,2026-01-31,2026-02-25,2026-05-01,4661.87,115.39,3,Monthly,Working_Capital,Male,02-Nov-1991,Divorced,2,Retail_Trade,24,978.59,2,None,Cash,Manicaland KNB6126,4,2025-11-19,2025-11-21,2025-12-27,2029-10-31,6996.89,12.42,48,Monthly,Vehicle,Female,04-Jul-1983,Divorced,4,Agriculture,131,346.24,1,None,EcoCash,Harare QYO5313,1,2025-09-08,2025-09-28,2025-10-28,2026-09-23,4657.13,99.49,12,Monthly,Equipment,Female,10-Dec-1999,Divorced,2,,33,268.86,0,Savings,Cash,Midlands WIJ2188,5,2025-06-02,2025-06-08,2025-07-23,2025-09-06,1011.59,180.54,3,Weekly,Personal,Male,26-Aug-1985,Widowed,3,Government,121,480.82,1,,EcoCash,Midlands ZBJ6751,1,2025-06-11,2025-06-14,2025-07-26,2028-05-29,899.06,14.51,36,Monthly,Working_Capital,Female,23-Nov-1963,Married,4,Government,76,259.3,4,Guarantor,EcoCash,Mashonaland_West VST3056,1,2025-08-11,2025-08-21,2025-09-25,2028-08-05,18130.81,130.31,36,Monthly,Business_Expansion,Female,26-Sep-1994,Married,1,Mining,31,1512.0,1,Property,Bank_Transfer,Midlands UEA4586,1,2025-01-20,2025-01-28,2025-03-05,2026-07-22,6755.4,14.88,18,Monthly,Working_Capital,Male,01-Feb-1988,Married,6,Education,36,423.21,2,Vehicle,Bank_Transfer,Masvingo QOT0490,3,2025-10-01,2025-10-22,2025-12-05,2027-10-12,518.42,18.49,24,Monthly,Debt_Consolidation,Male,09-Feb-1997,Divorced,1,Agriculture,50,230.61,0,None,OneMoney,Matabeleland_North KAG3392,0,2025-06-23,2025-07-13,2025-08-27,2025-10-11,1520.71,107.04,3,Bi-Weekly,Personal,Male,18-Nov-1979,Widowed,4,Informal_Sector,15,334.72,3,None,Bank_Transfer,Mashonaland_West SUX3398,0,2025-01-10,2025-01-26,2025-02-23,2026-07-20,12448.75,146.91,18,Monthly,Funeral,Male,18-Feb-1984,Widowed,4,Telecom,93,2313.97,1,Property,EcoCash,Matabeleland_North GXR5119,2,2025-11-01,2025-11-15,2025-12-27,2026-11-10,2898.3,89.06,12,Monthly,Equipment,Female,18-Jun-1990,Single,0,Informal_Sector,8,218.07,2,Vehicle,Bank_Transfer,Bulawayo WVZ9101,0,2026-01-09,2026-01-28,2026-02-26,2027-01-23,16863.71,116.44,12,Bi-Weekly,Debt_Consolidation,Male,08-Mar-1992,Single,5,Telecom,40,,1,None,OneMoney,Manicaland XQQ6405,0,2025-07-11,2025-07-17,2025-08-14,2026-01-13,2338.98,159.0,6,Monthly,School_Fees,Female,05-Apr-1998,Single,0,Healthcare,,387.89,2,Guarantor,EcoCash,Mashonaland_East ZWH9628,4,2026-01-20,2026-01-29,2026-02-26,2027-01-24,6855.71,13.5,12,Monthly,Home_Improvement,Female,12-Jun-1999,Divorced,2,Informal_Sector,48,370.31,1,Property,Cash,Mashonaland_West OMZ6112,0,2025-12-13,2025-12-31,2026-02-01,2026-03-31,1723.93,134.04,3,Monthly,Stock_Purchase,Female,16-May-1989,Married,2,Informal_Sector,36,436.5,0,Property,Cash,Mashonaland_West LYP1066,1,2025-07-22,2025-07-28,2025-08-23,2026-07-23,8303.28,136.14,12,Bi-Weekly,Stock_Purchase,Female,21-Apr-1997,,1,Informal_Sector,3,325.69,1,Livestock,InnBucks,Harare ERN5227,2,2025-02-19,2025-03-03,2025-04-04,2027-02-21,1580.83,12.64,24,Monthly,Working_Capital,,04-Jul-1973,Married,5,Informal_Sector,26,111.75,1,Livestock,EcoCash,Mashonaland_West DOA5901,4,2025-02-11,2025-02-14,2025-03-28,2026-02-09,35777.9,78.48,12,Monthly,Home_Improvement,Female,08-Jun-1983,Married,2,Finance,43,1845.24,1,Property,Cash,Matabeleland_South IVS2527,2,2025-05-29,2025-06-15,2025-07-14,2026-12-07,1166.39,10.49,18,Monthly,Farming_Inputs,Male,19-Jul-1969,Married,3,Agriculture,18,190.27,4,Property,Cash,Mashonaland_Central LJE2834,4,2026-01-06,2026-01-23,2026-02-19,2027-01-18,9520.91,73.86,12,Monthly,Home_Improvement,Male,13-Apr-1974,Married,2,Government,99,606.54,0,Guarantor,InnBucks,Harare OPH7321,4,2025-11-06,2025-11-11,2025-12-10,2028-10-26,1323.7,14.79,36,Bi-Weekly,Vehicle,Female,16-Nov-1993,Single,3,Informal_Sector,19,121.85,1,None,Bank_Transfer,Midlands OWH9677,2,2025-06-24,2025-06-28,2025-08-11,2026-06-23,5599.48,109.54,12,Monthly,Working_Capital,Male,29-Apr-1994,Single,3,Informal_Sector,,525.25,4,None,Bank_Transfer,Midlands XGF4872,2,2025-10-11,2025-11-01,2025-12-03,2026-04-30,30009.02,100.46,6,Monthly,Equipment,Female,07-May-1984,Divorced,2,Mining,,1920.08,3,Savings,Bank_Transfer,Midlands PKM2654,3,2025-01-06,2025-01-19,2025-03-01,2026-07-13,1224.83,12.65,18,Monthly,Debt_Consolidation,Male,29-Jun-1975,,0,Agriculture,20,397.36,2,None,Bank_Transfer,Manicaland RVE3128,1,2025-12-29,2026-01-03,2026-01-28,2027-12-24,9782.99,102.56,24,Monthly,Stock_Purchase,Female,11-Feb-1970,Married,3,Informal_Sector,13,506.05,0,None,EcoCash,Mashonaland_West HCZ1235,0,2025-05-29,2025-06-06,2025-07-18,2027-05-27,69.6,121.0,24,Bi-Weekly,Working_Capital,Female,18-Dec-2003,Married,,Informal_Sector,30,45.42,2,Savings,Bank_Transfer,Midlands QUZ4412,1,2025-08-19,2025-09-09,2025-10-09,2026-09-04,9068.63,114.45,12,Monthly,Stock_Purchase,Female,02-Nov-1970,Married,3,Healthcare,169,765.7,2,Guarantor,EcoCash,Harare AGT2111,1,2025-03-28,2025-04-08,2025-05-13,2026-04-03,5768.29,15.1,12,Monthly,Business_Expansion,Female,23-Jul-1971,Widowed,1,Construction,66,656.41,0,Property,Cash,Matabeleland_South PSF8463,0,2025-01-24,2025-01-29,2025-03-05,2027-01-19,2720.48,17.18,24,Monthly,Stock_Purchase,Male,09-Jun-1978,Widowed,4,Retail_Trade,133,445.65,0,None,EcoCash,Harare KBU3273,5,2025-01-13,2025-01-29,2025-03-11,2025-04-29,257.87,169.33,3,Bi-Weekly,Rent,Male,22-Dec-1963,Married,1,Agriculture,110,272.43,5,Livestock,EcoCash,Mashonaland_West XZD4636,0,2025-03-30,2025-03-31,2025-05-02,2025-09-27,3039.77,150.98,6,Weekly,Livestock,Female,06-Feb-2006,Single,0,Healthcare,15,510.57,3,None,OneMoney,Mashonaland_Central DOO2539,0,2025-08-28,2025-09-11,2025-10-07,2025-12-10,985.61,15.76,3,Monthly,Personal,Female,13-Jun-1983,Married,1,Agriculture,70,358.63,0,Guarantor,Bank_Transfer,Manicaland HFY8294,4,2025-12-28,2026-01-14,2026-02-09,2028-12-29,4429.2,17.26,36,Monthly,Vehicle,Male,30-May-2004,Single,2,Retail_Trade,32,653.88,0,Property,EcoCash,Harare EFC4627,0,2025-08-07,2025-08-13,2025-09-09,2026-08-08,930.99,142.04,12,Monthly,Debt_Consolidation,Female,24-Mar-2005,Single,1,Informal_Sector,4,292.2,1,None,OneMoney,Mashonaland_Central MSV3690,3,2026-01-31,2026-02-01,2026-03-16,2028-01-22,1680.8,17.9,24,Bi-Weekly,Rent,Male,08-Jun-1994,Married,1,Retail_Trade,83,,2,Savings,EcoCash,Harare TIR2213,0,2025-07-26,2025-08-07,2025-09-17,2026-08-02,697.81,16.38,12,Monthly,Working_Capital,Female,10-Oct-1992,Single,,Informal_Sector,22,186.13,3,Vehicle,EcoCash,Bulawayo OHJ3283,0,2025-06-14,2025-06-21,2025-07-26,2027-06-11,763.07,100.21,24,Monthly,Personal,Female,02-Dec-1963,Married,5,Retail_Trade,58,186.63,3,,InnBucks,Mashonaland_West TVM6927,0,2025-03-27,2025-04-02,2025-05-06,2025-09-29,1809.56,116.24,6,Monthly,Personal,Male,16-May-2000,Married,0,Retail_Trade,3,217.52,1,None,OneMoney,Matabeleland_North TCQ4437,1,2025-11-16,2025-11-23,2025-12-21,2028-11-07,2263.76,13.23,36,Monthly,Business_Expansion,Female,01-Jul-1961,Married,3,Agriculture,66,121.37,1,Vehicle,Bank_Transfer,Harare TWF0211,4,2025-03-21,2025-03-29,2025-05-02,2027-03-19,10517.47,14.8,24,Weekly,Equipment,Female,04-Mar-1995,Married,2,Transport,49,585.5,1,Vehicle,OneMoney,Harare SCV6838,0,2025-12-30,2026-01-10,2026-02-20,2027-07-04,676.45,16.55,18,Monthly,Farming_Inputs,Female,15-Dec-1994,Married,2,Informal_Sector,19,392.68,0,Property,EcoCash,Mashonaland_West DMN4994,0,2025-10-08,2025-10-20,2025-11-21,2026-04-18,1802.21,112.17,6,Monthly,,Female,14-Feb-1981,Married,6,Transport,49,967.76,5,Vehicle,Cash,Bulawayo INI8518,5,2025-12-04,2025-12-23,2026-01-28,2026-06-21,461.67,124.81,6,Bi-Weekly,Medical,Male,12-Jun-1992,Married,2,Construction,77,419.48,7,Vehicle,OneMoney,Harare SDY1000,0,2025-10-09,2025-10-18,2025-11-17,2026-04-16,1087.29,108.78,6,Monthly,Farming_Inputs,Female,12-May-1983,Married,1,Construction,37,279.89,4,Property,Bank_Transfer,Mashonaland_East JXM4061,0,2026-02-06,2026-02-22,2026-03-28,2028-02-12,1808.21,104.88,24,Monthly,Farming_Inputs,Male,08-Feb-1983,Single,4,Informal_Sector,12,443.02,1,Guarantor,EcoCash,Mashonaland_East PMA6094,4,2025-06-14,2025-06-20,2025-07-28,2027-06-10,6979.64,15.29,24,Weekly,Equipment,Male,17-Sep-1964,Widowed,2,Construction,78,311.67,2,Vehicle,Cash,Harare WTH9861,0,2025-08-27,2025-09-12,2025-10-26,2027-09-02,1257.48,16.67,24,Bi-Weekly,Rent,Female,04-Aug-1995,,3,Informal_Sector,22,131.67,4,None,EcoCash,Harare XXB6736,0,2026-01-27,2026-02-15,2026-03-12,2027-02-10,13512.19,102.56,12,Monthly,Livestock,Male,07-Dec-1983,Married,3,Mining,69,1764.0,2,None,EcoCash,Bulawayo IJU7206,5,2025-05-06,2025-05-13,2025-06-25,2025-07-12,1432.6,149.32,2,Weekly,Rent,Female,20-Oct-1996,Single,0,Education,93,744.79,0,None,EcoCash,Bulawayo RJZ7847,0,2025-12-03,2025-12-20,2026-01-23,2026-12-15,3037.43,160.33,12,Monthly,Home_Improvement,Male,01-May-1967,Divorced,,Healthcare,75,1100.54,3,None,Bank_Transfer,Masvingo BJK4564,0,2026-01-22,2026-01-25,2026-03-05,2027-07-19,7662.85,122.67,18,Monthly,Home_Improvement,Male,21-Mar-1982,Married,5,Mining,108,1744.45,0,Livestock,Bank_Transfer,Bulawayo NDX0091,0,2026-02-02,2026-02-12,2026-03-20,2026-08-11,5622.7,18.08,6,Bi-Weekly,Funeral,Female,06-Jun-1981,Married,2,Construction,110,652.97,3,Savings,EcoCash,Harare NFD6321,0,2025-09-23,2025-10-14,2025-11-18,2027-10-04,1475.53,16.82,24,Weekly,,Male,01-Feb-1966,Married,3,Construction,93,398.5,0,Vehicle,Bank_Transfer,Mashonaland_East TEN1858,3,2025-09-24,2025-10-12,2025-11-13,2027-04-05,1359.52,14.1,18,Monthly,Debt_Consolidation,Female,24-Apr-1998,Divorced,3,Agriculture,32,372.9,0,Guarantor,EcoCash,Harare ITC4358,0,2025-11-18,2025-11-19,2025-12-24,2026-11-14,3849.67,115.71,12,Monthly,Stock_Purchase,Male,17-Mar-1993,Married,2,Construction,75,780.29,2,Vehicle,EcoCash,Mashonaland_East FGY4048,1,2024-12-28,2025-01-01,2025-01-28,2026-06-25,4951.12,15.83,18,Monthly,Equipment,Female,09-Jan-1989,Married,3,Education,48,678.82,1,Guarantor,OneMoney,Bulawayo CPQ0026,1,2025-04-26,2025-04-27,2025-05-24,2026-10-19,8058.78,15.62,18,Monthly,Stock_Purchase,Male,14-Nov-1965,Divorced,0,Manufacturing,14,538.24,2,Livestock,Cash,Matabeleland_South PZA3978,0,2025-04-27,2025-05-07,2025-06-02,2025-08-05,3047.02,155.47,3,Monthly,Home_Improvement,Female,13-May-1968,Widowed,8,Manufacturing,75,523.08,1,Savings,Cash,Manicaland JOR3671,1,2025-11-21,2025-12-11,2026-01-18,2026-06-09,18223.12,13.4,6,Monthly,Working_Capital,Female,14-Dec-1964,Divorced,3,,41,764.24,0,Property,EcoCash,Matabeleland_South PKI3568,0,2026-02-10,2026-02-13,2026-03-20,2027-08-07,2429.03,93.48,18,Monthly,Debt_Consolidation,Male,06-Dec-1957,Married,4,,28,379.58,1,Savings,EcoCash,Masvingo TBJ6999,1,2025-01-26,2025-02-09,2025-03-25,2028-01-25,1808.99,112.35,36,Monthly,Stock_Purchase,Male,29-Nov-1992,Married,5,Agriculture,25,101.88,0,Vehicle,EcoCash,Mashonaland_Central ZVM0946,0,2026-01-07,2026-01-26,2026-02-28,2027-01-21,727.21,95.22,12,Monthly,Funeral,Female,09-Jun-1982,Married,5,NGO,92,621.62,0,None,Cash,Mashonaland_Central OQT3041,5,2025-06-21,2025-07-03,2025-08-01,2025-10-01,881.23,141.03,3,Bi-Weekly,Funeral,Female,20-Mar-1976,Married,3,Informal_Sector,,395.0,1,None,Cash,Manicaland DJB0799,0,2025-01-29,2025-02-11,2025-03-13,2025-05-12,2747.1,87.72,3,Monthly,Livestock,Female,12-Aug-1991,Married,3,Government,54,430.43,1,None,Bank_Transfer,Bulawayo HBV5727,1,2025-11-19,2025-12-09,2026-01-17,2027-11-29,4148.86,16.9,24,Monthly,Business_Expansion,Female,22-Mar-1996,Widowed,4,Agriculture,86,210.1,4,None,EcoCash,Harare APF9285,1,2025-06-22,2025-06-27,2025-08-04,2026-06-22,6866.51,17.78,12,Monthly,Equipment,,11-May-1999,Married,5,Telecom,25,711.06,3,Guarantor,Cash,Harare UXG0628,0,2025-08-10,2025-08-15,2025-09-21,2026-02-11,3824.99,161.54,6,Weekly,Medical,Female,23-Dec-1975,Married,3,Retail_Trade,67,761.25,1,None,EcoCash,Manicaland COL6410,0,2025-10-06,2025-10-13,2025-11-25,2026-01-11,805.87,116.36,3,Bi-Weekly,Working_Capital,Male,08-Nov-1978,Married,,Education,9,252.0,0,Vehicle,Bank_Transfer,Matabeleland_South QPZ9639,1,2025-10-02,2025-10-08,2025-11-12,2028-09-22,6637.0,84.37,36,Monthly,Stock_Purchase,Male,16-Jul-1997,Married,2,Manufacturing,10,,1,Savings,EcoCash,Mashonaland_West UON2161,2,2026-01-19,2026-01-23,2026-02-28,2027-07-17,4075.93,15.91,18,Bi-Weekly,Farming_Inputs,Male,16-Oct-1999,Married,3,Retail_Trade,5,824.5,1,Livestock,Bank_Transfer,Midlands IUA6276,2,2025-05-04,2025-05-14,2025-06-15,2025-11-10,8193.62,15.85,6,Monthly,Farming_Inputs,Male,20-Oct-1985,Divorced,5,Retail_Trade,21,877.38,0,Guarantor,Bank_Transfer,Harare SLE2186,0,2025-03-21,2025-04-04,2025-05-19,2025-10-01,2239.72,92.04,6,Monthly,School_Fees,Male,01-May-1984,Widowed,0,Government,136,419.9,3,Guarantor,EcoCash,Bulawayo TLT4666,3,2025-04-04,2025-04-20,2025-05-20,2026-04-15,748.27,18.31,12,Monthly,Medical,Female,07-Feb-1966,Divorced,3,Transport,144,233.34,5,None,EcoCash,Bulawayo SCO7140,1,2025-01-11,2025-01-16,2025-02-26,2026-01-11,3950.11,116.51,12,Monthly,Equipment,Male,19-Jul-1995,Married,0,Government,,267.05,3,Guarantor,InnBucks,Harare BID4149,2,2025-12-28,2026-01-07,2026-02-21,2026-07-06,7786.46,132.11,6,Monthly,Equipment,Female,06-Jul-2008,Single,2,Government,11,,5,Livestock,Cash,Midlands BYF4218,3,2025-01-09,2025-01-24,2025-02-28,2026-01-19,1627.57,17.16,12,Monthly,Rent,Female,20-Sep-1958,Divorced,2,Agriculture,74,445.56,1,None,InnBucks,Mashonaland_East MNR0110,1,2025-10-27,2025-11-05,2025-12-04,2026-10-31,2792.76,104.65,12,Monthly,Working_Capital,Male,21-Sep-1994,Married,2,Healthcare,40,406.29,0,None,EcoCash,Manicaland ULV2517,0,2025-11-11,2025-11-25,2026-01-01,2026-05-24,2639.84,161.52,6,Monthly,Wedding,Male,27-Jun-1968,Married,7,,143,,1,None,Cash,Bulawayo PAR5191,1,2025-10-31,2025-11-09,2025-12-20,2027-10-30,5953.69,106.4,24,Monthly,Business_Expansion,Male,18-Oct-1984,Single,3,Education,10,434.12,2,Savings,EcoCash,Manicaland YFP3399,0,2025-10-11,2025-10-18,2025-11-21,2027-04-11,1895.25,117.89,18,Monthly,Home_Improvement,Female,22-Jul-1980,Divorced,5,Agriculture,94,277.51,1,Savings,Bank_Transfer,Mashonaland_Central WUZ3632,2,2025-09-29,2025-10-08,2025-11-12,2027-04-01,4833.24,13.71,18,Bi-Weekly,Farming_Inputs,Female,19-Jun-1962,Widowed,6,Government,99,824.41,0,,Bank_Transfer,Harare QDA3476,2,2026-01-03,2026-01-09,2026-02-13,2027-01-04,5594.41,74.7,12,Monthly,Farming_Inputs,Male,28-May-1995,Married,1,Government,13,400.54,3,Savings,EcoCash,Mashonaland_West OGF7039,0,2025-02-27,2025-03-05,2025-04-10,2025-09-01,672.27,116.82,6,Monthly,School_Fees,Female,28-Jan-2002,Single,3,Agriculture,14,145.72,1,None,Bank_Transfer,Midlands GPS1812,2,2026-01-03,2026-01-23,2026-03-04,2026-07-22,3788.43,62.34,6,Monthly,Farming_Inputs,Male,25-May-1970,Married,5,Retail_Trade,90,236.92,2,None,EcoCash,Midlands ZAJ2495,5,2025-08-28,2025-09-02,2025-10-08,2026-03-01,206.08,115.85,6,Bi-Weekly,Funeral,Female,25-Jul-1997,Married,3,Informal_Sector,6,245.72,1,Livestock,InnBucks,Mashonaland_West CJP5768,2,2025-03-08,2025-03-09,2025-04-06,2026-03-04,283.39,82.01,12,Monthly,Working_Capital,Male,22-Feb-1978,Married,4,Agriculture,64,59.33,1,None,EcoCash,Midlands GYY4735,5,2026-01-24,2026-01-27,2026-02-21,2026-02-26,2481.75,160.02,1,Bi-Weekly,Funeral,Female,14-Apr-1980,Single,3,Transport,,938.11,3,Vehicle,EcoCash,Midlands WHD6815,4,2025-03-15,2025-03-29,2025-04-25,2029-03-08,16209.46,16.51,48,Monthly,Home_Improvement,Male,10-Feb-1980,Married,6,Retail_Trade,87,788.01,1,Property,EcoCash,Manicaland RAM3944,2,2025-09-28,2025-10-04,2025-11-14,2027-03-28,4468.56,14.38,18,Weekly,Farming_Inputs,Female,12-Feb-1981,Divorced,2,Manufacturing,105,527.23,1,Guarantor,EcoCash,Mashonaland_Central AHF2562,1,2025-06-21,2025-07-02,2025-08-16,2027-06-22,2518.86,89.15,24,Monthly,Working_Capital,Male,15-Aug-1985,Married,5,Manufacturing,87,303.14,0,Savings,EcoCash,Bulawayo PHX3766,0,2025-06-24,2025-07-05,2025-08-13,2026-06-30,1246.19,162.87,12,Bi-Weekly,Rent,Female,17-Mar-1964,Married,3,Education,124,602.67,1,Guarantor,EcoCash,Mashonaland_West IMO2872,4,2025-01-22,2025-01-29,2025-03-10,2026-01-24,8715.23,14.98,12,Bi-Weekly,Home_Improvement,Female,23-Jun-1998,Divorced,,Agriculture,,450.34,0,Property,OneMoney,Manicaland CNP5354,3,2025-11-15,2025-11-23,2025-12-19,2027-05-17,449.91,15.73,18,Weekly,Medical,Female,16-Jun-1985,Married,8,Agriculture,141,204.3,2,Savings,InnBucks,Midlands CTN6782,4,2025-04-12,2025-04-19,2025-05-20,2028-04-03,8974.68,16.84,36,Monthly,Equipment,Male,30-Apr-1962,Single,3,Healthcare,119,,4,Property,OneMoney,Harare PTO4108,4,2025-02-13,2025-02-15,2025-03-25,2026-08-09,18967.02,20.06,18,Monthly,Home_Improvement,Female,08-Mar-1988,,4,NGO,46,839.71,1,Vehicle,EcoCash,Mashonaland_West KTY2623,4,2025-01-19,2025-02-09,2025-03-14,2026-08-03,21182.46,96.99,18,Monthly,Equipment,Female,23-Jan-1971,Single,2,Mining,117,966.3,0,Vehicle,InnBucks,Mashonaland_Central UDY4764,1,2026-02-01,2026-02-09,2026-03-19,2027-02-04,1472.87,81.59,12,Monthly,Stock_Purchase,Female,01-Mar-1964,Divorced,6,Agriculture,,69.22,4,Property,Bank_Transfer,Masvingo DZF4635,2,2025-08-28,2025-08-29,2025-10-04,2026-08-24,16075.34,,12,Bi-Weekly,Working_Capital,Male,02-Jun-1982,Single,4,Retail_Trade,69,1149.53,0,Livestock,InnBucks,Midlands BCW2803,2,2025-05-20,2025-06-01,2025-07-08,2026-11-23,5141.29,11.97,18,Monthly,Livestock,Female,10-Sep-1990,Married,1,Construction,47,925.99,4,None,EcoCash,Mashonaland_West RFG2472,0,2024-12-28,2025-01-08,2025-02-14,2025-04-08,1076.29,118.14,3,Monthly,Equipment,Male,09-Jun-1973,Married,5,Agriculture,99,257.99,0,Savings,Cash,Midlands EAF3848,1,2025-04-16,2025-04-18,2025-05-24,2026-04-13,7148.0,12.76,12,Monthly,Stock_Purchase,Male,19-Nov-1990,Married,2,Mining,58,1122.74,0,Property,Bank_Transfer,Harare CZM2079,3,2025-08-25,2025-09-10,2025-10-24,2027-03-04,2025.11,14.37,18,Monthly,Rent,Female,19-Feb-1957,Divorced,,Government,48,804.72,6,Guarantor,EcoCash,Manicaland ZKL4083,2,2025-08-01,2025-08-17,2025-09-13,2027-02-08,4777.06,101.55,18,Monthly,Equipment,Female,30-Oct-1996,Divorced,6,Informal_Sector,20,623.3,4,Savings,EcoCash,Bulawayo MIK0805,2,2025-02-08,2025-02-09,2025-03-12,2027-01-30,2583.96,17.29,24,Monthly,Working_Capital,Male,09-Jul-2003,Single,0,Construction,7,428.59,2,Savings,Cash,Masvingo UZI2506,1,2025-07-13,2025-08-01,2025-09-09,2027-01-23,3267.59,14.66,18,Monthly,Working_Capital,Female,26-Jun-1992,Married,1,Informal_Sector,6,130.88,5,None,OneMoney,Manicaland XAM1154,1,2026-01-28,2026-02-12,2026-03-21,2027-08-06,3281.89,123.74,18,Monthly,Business_Expansion,Male,23-Sep-1969,Married,1,Agriculture,75,182.83,0,Savings,Bank_Transfer,Midlands PVI6541,1,2025-12-11,2025-12-21,2026-01-16,2027-12-11,5574.85,87.68,24,Monthly,Equipment,Male,03-Feb-1981,Divorced,0,Informal_Sector,17,258.17,7,None,Cash,Manicaland VZG6189,1,2026-01-09,2026-01-26,2026-03-06,2027-01-21,3330.01,122.32,12,Bi-Weekly,Stock_Purchase,Male,14-Jan-1993,Married,4,Informal_Sector,6,219.33,4,None,Bank_Transfer,Manicaland BRF5316,0,2025-08-10,2025-08-23,2025-09-21,2026-02-19,3814.77,159.47,6,Monthly,Funeral,Female,28-Nov-1993,Married,1,Retail_Trade,89,1065.42,2,None,Cash,Mashonaland_West LHF0941,1,2025-04-23,2025-05-05,2025-06-07,2026-04-30,4356.39,118.49,12,Monthly,Business_Expansion,Female,27-Dec-1981,Single,2,Manufacturing,,420.22,5,Guarantor,Bank_Transfer,Mashonaland_East GTE5510,1,2025-06-10,2025-06-30,2025-08-05,2025-12-27,18200.14,114.96,6,Monthly,Stock_Purchase,Female,05-Aug-1990,Single,4,NGO,68,733.51,0,Savings,EcoCash,Harare GYX6928,3,2025-06-06,2025-06-09,2025-07-10,2026-06-04,844.9,16.24,12,Monthly,Personal,Female,11-Jul-2007,Single,1,Agriculture,7,319.06,1,Guarantor,EcoCash,Midlands QCY9581,1,2025-10-19,2025-10-23,2025-11-24,2027-10-13,11900.31,15.22,24,Monthly,Business_Expansion,Female,11-Feb-1997,Divorced,3,Mining,93,583.94,1,Guarantor,InnBucks,Mashonaland_Central JDV1123,2,2025-05-04,2025-05-20,2025-06-24,2026-05-15,2391.04,14.31,12,Monthly,Farming_Inputs,Female,11-Nov-2005,Single,,Retail_Trade,17,572.99,1,Livestock,InnBucks,Bulawayo PXK5315,1,2025-08-20,2025-09-08,2025-10-18,2028-08-23,3412.63,116.96,36,Weekly,Business_Expansion,Male,25-Dec-1965,Single,5,NGO,55,465.55,0,,EcoCash,Harare NKW7035,3,2025-09-25,2025-10-11,2025-11-09,2026-04-09,1107.24,18.15,6,Weekly,Rent,Male,22-Feb-1977,Divorced,3,Agriculture,156,206.45,1,,EcoCash,Manicaland VQX9879,0,2025-02-01,2025-02-08,2025-03-22,2027-01-29,1607.07,17.5,24,Monthly,Working_Capital,Female,18-Jul-2005,Single,0,Manufacturing,32,361.63,3,None,EcoCash,Bulawayo VAD2981,1,2025-07-25,2025-08-09,2025-09-17,2026-08-04,4141.31,104.11,12,Monthly,Business_Expansion,Female,05-Mar-1977,Married,3,Agriculture,6,338.04,3,None,EcoCash,Manicaland LHV7423,0,2025-12-01,2025-12-22,2026-01-24,2026-03-22,998.34,17.33,3,Monthly,Personal,Male,24-Mar-1992,Married,2,Informal_Sector,15,193.12,2,Vehicle,EcoCash,Masvingo DRJ3471,0,2025-06-23,2025-06-25,2025-07-24,2025-09-23,1436.33,148.58,3,Monthly,Equipment,Male,16-Nov-1991,Married,0,Construction,70,314.52,0,Property,Bank_Transfer,Harare NAD7807,0,2026-02-23,2026-02-26,2026-04-08,2027-02-21,948.41,142.53,12,Bi-Weekly,Home_Improvement,Female,08-Jul-1958,Married,2,Education,,486.98,1,None,EcoCash,Manicaland JWY7649,3,2025-01-01,2025-01-18,2025-02-15,2026-01-13,599.98,19.41,12,Monthly,Rent,Male,24-Jun-2005,Single,0,Agriculture,17,,3,Savings,EcoCash,Bulawayo THO7074,0,2025-08-28,2025-09-03,2025-10-02,2027-02-25,1114.65,15.66,18,Bi-Weekly,Livestock,Female,18-Nov-1988,Married,1,Manufacturing,79,247.04,6,Vehicle,OneMoney,Mashonaland_Central HXZ2367,1,2025-06-04,2025-06-21,2025-07-28,2028-06-05,5281.99,122.15,36,Monthly,Business_Expansion,Female,11-Oct-1968,Married,2,Informal_Sector,,274.88,0,Livestock,EcoCash,Manicaland ZSW8883,2,2025-02-07,2025-02-12,2025-03-26,2026-02-07,3125.75,12.96,12,Monthly,Equipment,Male,15-Jul-1998,Divorced,3,Education,8,,3,None,OneMoney,Midlands TQL1788,4,2026-01-14,2026-01-22,2026-02-22,2028-01-12,19951.43,18.97,24,Monthly,Vehicle,Male,12-Mar-1964,Single,,Retail_Trade,42,594.26,5,Livestock,EcoCash,Mashonaland_East MHA3207,2,2025-02-18,2025-02-24,2025-03-28,2025-08-23,3545.55,108.66,6,Monthly,Equipment,Male,05-Sep-1974,Married,1,Education,33,267.5,4,Livestock,Cash,Manicaland ESX7797,4,2025-06-26,2025-07-04,2025-08-01,2028-06-18,6172.6,16.11,36,Monthly,Home_Improvement,Male,20-Aug-1993,Single,2,Education,94,480.07,0,Property,Bank_Transfer,Harare AZN4578,1,2025-12-02,2025-12-19,2026-01-27,2027-06-12,14638.22,116.14,18,Weekly,Business_Expansion,Male,16-May-1991,Married,3,Finance,66,1936.62,3,Savings,EcoCash,Matabeleland_South BVH2792,1,2025-01-07,2025-01-13,2025-02-21,2027-12-29,6433.1,104.19,36,Monthly,Working_Capital,Female,22-Aug-1980,Married,2,Education,,398.69,0,Livestock,Bank_Transfer,Bulawayo EOL8504,4,2025-05-09,2025-05-29,2025-06-28,2028-05-13,8876.08,119.75,36,Monthly,Vehicle,Female,23-Aug-1997,Divorced,3,Manufacturing,45,270.59,4,Vehicle,InnBucks,Harare DLL3527,4,2025-04-02,2025-04-10,2025-05-22,2027-03-31,2840.42,15.84,24,Monthly,Home_Improvement,Female,07-Sep-1989,Married,2,Retail_Trade,109,125.91,3,Guarantor,Bank_Transfer,Harare FRU5617,0,2025-09-01,2025-09-14,2025-10-19,2026-03-13,423.0,15.67,6,Monthly,Rent,Male,07-Jun-2002,Married,1,Agriculture,18,283.57,2,Guarantor,Bank_Transfer,Manicaland DOA2423,0,2025-10-11,2025-10-27,2025-11-28,2026-10-22,950.53,141.11,12,Monthly,Funeral,Male,13-Jul-1983,Divorced,3,Retail_Trade,,291.94,0,Livestock,Cash,Mashonaland_Central LWW8841,2,2025-12-29,2026-01-13,2026-02-23,2027-01-08,12871.96,90.42,12,Bi-Weekly,Equipment,Female,26-Mar-1994,Married,,NGO,73,862.53,1,Livestock,OneMoney,Manicaland BGJ1341,0,2026-01-14,2026-01-20,2026-02-28,2026-07-19,940.1,118.22,6,Monthly,Vehicle,Male,28-Jan-2003,Single,3,Healthcare,14,370.45,0,Guarantor,EcoCash,Midlands UWA7636,4,2025-06-10,2025-06-28,2025-07-28,2026-06-23,1876.56,17.94,12,Monthly,Vehicle,Female,12-Oct-1994,Divorced,2,Agriculture,79,130.56,2,Vehicle,InnBucks,Harare FNS6374,3,2024-12-28,2025-01-17,2025-02-27,2026-01-12,581.99,15.15,12,Monthly,School_Fees,Male,07-Dec-1990,Married,1,Government,147,220.36,1,Vehicle,Cash,Masvingo ZKU9184,0,2025-08-04,2025-08-12,2025-09-26,2026-08-07,3236.47,105.03,12,Monthly,Stock_Purchase,Male,25-Aug-2006,Single,1,Manufacturing,14,672.24,1,Guarantor,Bank_Transfer,Harare MYM9229,1,2025-07-24,2025-08-04,2025-09-16,2026-01-31,3436.44,10.92,6,Monthly,Working_Capital,,26-Sep-2004,Single,0,Informal_Sector,7,297.16,7,Guarantor,Cash,Manicaland CNL4026,1,2024-12-26,2025-01-10,2025-02-08,2026-07-04,16225.48,13.41,18,Monthly,Equipment,Male,21-Jun-1988,Married,3,Construction,81,734.02,1,None,EcoCash,Manicaland BGN9072,0,2025-09-22,2025-10-01,2025-11-02,2026-09-26,912.04,167.29,12,Monthly,Vehicle,Male,03-May-1984,Married,2,Informal_Sector,45,215.25,1,Guarantor,Cash,Masvingo UNQ1367,3,2025-04-28,2025-05-11,2025-06-24,2026-05-06,1284.52,13.79,12,Monthly,Personal,Male,05-Apr-1971,Married,6,Construction,71,492.56,1,Savings,Cash,Mashonaland_West XOQ9765,1,2026-02-03,2026-02-14,2026-03-13,2027-02-09,18886.13,93.26,12,Monthly,Business_Expansion,Male,20-Jun-2006,Single,2,Government,18,982.88,3,Vehicle,EcoCash,Bulawayo FTD2271,2,2025-03-04,2025-03-16,2025-04-11,2026-03-11,9336.51,9.79,12,Monthly,Equipment,Female,13-Aug-1997,Married,5,Construction,25,690.06,1,Livestock,EcoCash,Harare UUM5139,2,2025-01-23,2025-01-30,2025-03-13,2026-01-25,1401.62,109.48,12,Monthly,Livestock,Male,05-Mar-1987,Single,4,Construction,59,189.28,1,Livestock,EcoCash,Manicaland EIS3052,0,2025-10-21,2025-10-23,2025-11-20,2026-10-18,1589.36,110.59,12,Weekly,Debt_Consolidation,Female,20-Jan-1995,Married,0,Manufacturing,75,320.57,3,None,InnBucks,Manicaland JKF8552,1,2025-04-07,2025-04-08,2025-05-10,2027-03-29,3344.59,14.65,24,Monthly,,Male,04-Nov-1996,Single,2,Agriculture,14,207.68,0,Savings,EcoCash,Manicaland KRN7329,1,2025-12-04,2025-12-25,2026-01-28,2026-06-23,8427.59,13.65,6,Monthly,Working_Capital,Female,14-Oct-1967,Single,3,Finance,73,,3,,EcoCash,Masvingo OUO2432,1,2026-02-15,2026-02-25,2026-03-24,2027-08-19,2627.15,11.71,18,Monthly,Stock_Purchase,Male,03-Mar-1964,Married,5,Transport,38,297.74,1,Vehicle,Bank_Transfer,Harare QBK4624,0,2025-05-09,2025-05-19,2025-06-28,2025-11-15,709.53,100.91,6,Weekly,Personal,Female,11-Sep-1988,,2,Agriculture,48,141.14,0,Vehicle,EcoCash,Harare FGN0012,0,2025-04-13,2025-04-14,2025-05-22,2026-04-09,661.28,13.92,12,Monthly,Livestock,Female,28-Jul-1974,Married,4,Informal_Sector,22,122.44,3,Savings,EcoCash,Masvingo GAI2781,1,2025-11-21,2025-12-11,2026-01-10,2026-06-09,4585.55,77.64,6,Weekly,Business_Expansion,Male,06-Oct-2000,Married,3,Education,,474.01,0,None,InnBucks,Bulawayo KLU5273,3,2025-04-07,2025-04-19,2025-06-02,2027-04-09,3986.28,76.83,24,Monthly,Rent,Male,22-Aug-1974,Married,3,NGO,144,1269.6,2,None,EcoCash,Harare YOL0313,1,2025-01-22,2025-02-06,2025-03-05,2026-02-01,3517.19,82.49,12,Monthly,Stock_Purchase,Male,17-Apr-1981,Married,1,Agriculture,49,236.1,3,None,InnBucks,Harare USN6075,4,2025-12-22,2026-01-03,2026-02-06,2027-06-27,8050.63,13.9,18,Monthly,Vehicle,Male,05-Nov-1997,Married,0,Informal_Sector,18,413.66,2,Property,Bank_Transfer,Manicaland SGK7112,2,2025-08-10,2025-08-17,2025-09-26,2026-02-13,3438.46,123.55,6,Monthly,Farming_Inputs,Male,15-Sep-1962,Married,2,Informal_Sector,27,,3,Livestock,EcoCash,Bulawayo YUE5724,0,2025-04-17,2025-04-20,2025-05-28,2025-10-17,1701.61,165.42,6,Monthly,School_Fees,Male,28-Jul-1966,Widowed,7,Government,119,217.22,0,Vehicle,InnBucks,Masvingo UAW7134,1,2025-10-03,2025-10-22,2025-11-16,2027-04-15,12717.52,11.97,18,Monthly,Working_Capital,Male,09-Sep-2007,Single,0,,3,,1,Guarantor,OneMoney,Manicaland RHQ8345,2,2025-01-19,2025-01-26,2025-03-07,2026-01-21,1073.18,95.83,12,Monthly,Working_Capital,Female,21-May-1991,Single,,Retail_Trade,,264.82,0,None,Cash,Bulawayo RQF2533,3,2025-01-22,2025-02-12,2025-03-28,2025-08-11,924.47,18.9,6,Monthly,Personal,Female,15-Nov-1995,Widowed,0,Informal_Sector,,298.1,0,Savings,EcoCash,Midlands ZBT6866,2,2025-07-23,2025-08-02,2025-09-07,2026-04-29,2412.73,11.05,9,Weekly,Equipment,Male,28-Jun-1968,Divorced,1,Informal_Sector,35,374.86,2,Guarantor,Bank_Transfer,Mashonaland_West KYG8599,1,2025-08-27,2025-09-13,2025-10-14,2028-08-28,4683.93,105.93,36,Monthly,Working_Capital,Female,19-Sep-1983,Widowed,5,,,457.77,0,Guarantor,,Matabeleland_North UPQ9522,4,2025-05-19,2025-05-24,2025-06-21,2026-05-19,35736.37,13.41,12,Monthly,Equipment,Female,14-Feb-1974,Widowed,4,Manufacturing,,1127.09,2,Property,Cash,Bulawayo UCU4704,1,2025-09-08,2025-09-13,2025-10-16,2027-09-03,4118.95,13.34,24,Monthly,Business_Expansion,Female,10-Jun-1966,Married,2,Transport,53,433.46,5,None,EcoCash,Harare XAD0851,0,2025-01-17,2025-02-03,2025-03-13,2027-01-24,2248.85,14.93,24,Bi-Weekly,Livestock,Male,09-Feb-1970,Married,0,Education,141,813.87,0,Vehicle,EcoCash,Harare XPT9850,1,2026-01-17,2026-02-03,2026-03-13,2027-01-29,2796.29,98.08,12,Monthly,Business_Expansion,Female,19-Mar-2002,Single,0,Agriculture,29,186.04,1,Vehicle,InnBucks,Mashonaland_West OLV0463,3,2025-06-13,2025-07-04,2025-07-28,2025-12-31,1409.19,15.44,6,Bi-Weekly,Debt_Consolidation,Female,19-Sep-1978,Single,5,Agriculture,81,323.47,2,None,EcoCash,Harare CUI5604,3,2025-12-30,2026-01-19,2026-02-26,2028-01-09,506.45,75.07,24,Monthly,Medical,Female,18-Dec-2005,Single,1,Agriculture,6,185.62,0,Guarantor,EcoCash,Bulawayo WQU7921,0,2025-12-16,2025-12-17,2026-01-18,2026-12-12,1342.11,16.3,12,Weekly,Medical,Male,02-Jun-1990,Widowed,4,Healthcare,19,384.8,1,Vehicle,Bank_Transfer,Mashonaland_East RLI5225,0,2025-08-28,2025-09-09,2025-10-15,2026-09-04,6548.84,17.29,12,Monthly,Personal,Male,21-Oct-1980,Single,5,Construction,96,950.2,4,Property,EcoCash,Masvingo EED2034,3,2025-06-26,2025-06-29,2025-08-12,2027-06-19,1823.25,17.36,24,Monthly,Personal,Female,23-Oct-1981,Married,2,Education,27,543.99,4,Guarantor,Bank_Transfer,Harare AKL8171,3,2025-05-19,2025-05-27,2025-07-07,2026-05-22,633.84,15.96,12,Weekly,Rent,Male,19-Dec-1958,Married,4,Manufacturing,35,222.44,0,None,Bank_Transfer,Mashonaland_West WEE6596,2,2025-04-20,2025-05-11,2025-06-12,2025-11-07,4360.28,115.95,6,Monthly,Livestock,Female,04-Dec-1984,Married,4,Construction,59,617.9,4,Property,EcoCash,Bulawayo PTJ7041,4,2025-07-01,2025-07-17,2025-08-14,2027-07-07,1620.95,83.8,24,Weekly,Home_Improvement,Female,03-Sep-1996,Married,4,Informal_Sector,17,46.6,0,Savings,Cash,Manicaland GDT0244,1,2026-01-10,2026-01-20,2026-02-15,2027-07-14,9840.56,105.21,18,Bi-Weekly,Working_Capital,Male,01-Jan-1973,Married,3,Retail_Trade,143,1010.21,6,Guarantor,EcoCash,Matabeleland_North RSQ4934,3,2026-01-04,2026-01-23,2026-02-21,2028-01-13,694.31,13.41,24,Monthly,Rent,Female,14-Jul-1988,Divorced,2,Government,198,245.21,0,None,InnBucks,Masvingo VRX9705,2,2025-10-18,2025-11-06,2025-12-10,2026-11-01,8615.82,12.55,12,Monthly,Livestock,Male,01-Aug-1989,Married,5,Education,,467.11,6,Livestock,EcoCash,Midlands GPE3631,3,2025-10-12,2025-10-26,2025-11-23,2026-04-24,705.5,16.06,6,Monthly,Personal,Female,29-Jan-1994,Married,2,Government,43,362.2,0,Guarantor,Bank_Transfer,Midlands JOW9926,2,2025-06-13,2025-06-26,2025-07-23,2026-06-21,3870.49,115.23,12,Monthly,Equipment,Male,30-Mar-1996,Single,,Informal_Sector,2,249.06,2,,EcoCash,Manicaland VIK1863,4,2025-03-14,2025-04-04,2025-05-13,2026-03-30,6372.38,74.75,12,Monthly,Vehicle,Male,15-Apr-2001,Widowed,,Informal_Sector,10,204.79,1,Property,EcoCash,Mashonaland_West NVL6534,0,2025-01-27,2025-02-16,2025-03-24,2025-05-17,4242.86,120.32,3,Monthly,Stock_Purchase,Female,10-Mar-1983,Married,4,,81,800.28,1,None,Bank_Transfer,Mashonaland_Central QHG8919,3,2025-11-06,2025-11-13,2025-12-25,2027-11-03,2185.37,13.7,24,Monthly,Rent,Male,01-Dec-1969,Married,4,Retail_Trade,46,444.96,2,Savings,InnBucks,Mashonaland_Central WCP7148,5,2025-03-04,2025-03-21,2025-05-01,2025-09-17,671.54,167.04,6,Bi-Weekly,Funeral,Male,08-Mar-1967,Married,2,Retail_Trade,64,383.16,3,Guarantor,Bank_Transfer,Harare TLY9214,4,2025-05-21,2025-05-28,2025-07-06,2028-05-12,9506.67,17.45,36,Monthly,Equipment,Female,22-May-1991,Married,0,Education,59,,1,Property,EcoCash,Matabeleland_North DJK3149,4,2025-05-24,2025-06-08,2025-07-19,2028-05-23,11524.66,18.39,36,Monthly,Vehicle,Male,28-Sep-1975,Divorced,,Agriculture,131,329.71,5,Guarantor,EcoCash,Mashonaland_Central FEZ0727,2,2025-01-04,2025-01-19,2025-02-18,2026-07-13,4471.34,16.34,18,Monthly,Farming_Inputs,Female,31-May-2000,Single,1,Agriculture,3,,0,Savings,Bank_Transfer,Harare YOM9469,1,2025-01-12,2025-01-30,2025-03-11,2028-01-15,1658.16,132.92,36,Monthly,Working_Capital,Male,08-Sep-1982,Divorced,0,Retail_Trade,31,327.89,4,Guarantor,OneMoney,Manicaland UBK5070,0,2026-01-24,2026-02-06,2026-03-16,2026-08-05,2712.11,109.2,6,Monthly,Equipment,Male,20-Jun-1990,Single,4,Construction,59,331.11,0,Guarantor,EcoCash,Manicaland AAS0547,2,2025-03-12,2025-03-16,2025-04-16,2027-03-06,3952.28,9.03,24,Monthly,Livestock,Male,07-Feb-1994,Single,0,Retail_Trade,,426.52,6,None,Cash,Matabeleland_South VWD1732,1,2025-12-22,2025-12-31,2026-02-06,2026-06-29,6932.2,110.88,6,Bi-Weekly,Stock_Purchase,Male,10-Oct-1998,Married,2,NGO,25,1576.77,2,Vehicle,Bank_Transfer,Bulawayo HIY9904,3,2025-11-02,2025-11-08,2025-12-14,2027-05-02,386.53,88.17,18,Monthly,School_Fees,Male,19-Jan-1977,Married,3,Agriculture,,189.95,3,None,EcoCash,Harare BVQ7153,2,2025-07-05,2025-07-15,2025-08-28,2026-01-11,8180.7,105.19,6,Monthly,Equipment,Female,07-May-1985,Divorced,1,Healthcare,59,505.67,1,None,Cash,Mashonaland_East LGY8368,0,2025-04-07,2025-04-13,2025-05-26,2026-04-08,1907.86,14.03,12,Bi-Weekly,Farming_Inputs,Male,20-Jul-1977,Divorced,6,Agriculture,65,265.71,1,None,Cash,Midlands BMA3899,0,2025-10-18,2025-10-24,2025-12-07,2027-10-14,2272.35,115.46,24,Monthly,Equipment,Male,04-Sep-1984,Married,4,Government,158,,1,None,EcoCash,Harare VVX4694,0,2025-10-01,2025-10-05,2025-11-14,2027-03-29,4614.07,92.91,18,Bi-Weekly,Farming_Inputs,Male,15-Jun-1991,,5,Telecom,43,1428.98,0,Savings,EcoCash,Harare IMK2918,1,2025-10-15,2025-10-20,2025-11-26,2026-10-15,10939.0,132.35,12,Monthly,Working_Capital,Male,02-May-1996,Single,1,Education,39,648.1,1,Guarantor,EcoCash,Manicaland YUZ6270,0,2025-01-26,2025-02-05,2025-03-13,2025-08-04,1979.43,16.66,6,Monthly,School_Fees,Male,03-May-1975,Married,4,Transport,107,631.8,1,None,OneMoney,Harare ZYM9424,4,2025-03-07,2025-03-09,2025-04-17,2028-02-22,5005.47,18.97,36,Monthly,Vehicle,Male,10-Jul-1976,Married,6,Education,149,,2,Savings,Cash,Manicaland XRJ2315,2,2025-09-29,2025-10-05,2025-11-01,2026-04-03,2587.57,103.77,6,Monthly,Farming_Inputs,Male,26-Jun-1998,Single,3,Agriculture,48,348.96,1,None,Cash,Harare IDD7799,3,2025-12-14,2025-12-31,2026-02-08,2026-06-29,2696.14,11.52,6,Monthly,School_Fees,Male,31-Mar-1998,Single,2,Finance,53,,2,Guarantor,EcoCash,Matabeleland_South FRN8579,2,2025-11-28,2025-12-06,2026-01-07,2027-11-26,3736.79,95.7,24,Monthly,Livestock,Male,13-Nov-1978,Married,2,,71,616.78,0,None,EcoCash,Bulawayo JHU6135,1,2025-10-24,2025-11-01,2025-12-10,2027-04-25,4138.39,108.22,18,Monthly,Equipment,Female,15-Jun-1983,Widowed,2,Healthcare,65,398.84,1,None,EcoCash,Mashonaland_Central VDS1337,0,2025-05-30,2025-06-06,2025-07-03,2025-12-03,1635.2,163.07,6,Monthly,Stock_Purchase,Female,19-Apr-1978,Married,6,Construction,134,284.04,1,Guarantor,Bank_Transfer,Bulawayo PER4129,2,2025-04-11,2025-04-27,2025-06-11,2026-01-22,7896.83,92.4,9,Monthly,Livestock,Female,02-Aug-1968,Divorced,2,Government,84,716.15,4,Property,Bank_Transfer,Harare RUC7755,0,2024-12-30,2025-01-19,2025-02-24,2026-07-13,1200.73,141.4,18,Weekly,Livestock,Male,05-Aug-1986,Single,6,Manufacturing,35,360.86,2,None,,Manicaland NZN0284,2,2026-01-06,2026-01-26,2026-03-07,2026-10-23,3279.98,104.98,9,Monthly,Working_Capital,Male,18-Jun-2005,Single,0,Healthcare,6,453.61,5,None,EcoCash,Bulawayo UKP7195,4,2025-05-02,2025-05-06,2025-06-16,2026-10-28,5185.42,13.1,18,Monthly,Vehicle,Male,23-Feb-1978,Married,2,Informal_Sector,37,344.58,5,,EcoCash,Harare SEJ4725,3,2025-12-14,2025-12-19,2026-02-01,2026-12-14,172.88,13.19,12,Monthly,Medical,Male,18-Jan-1966,Single,2,Informal_Sector,,61.53,0,Guarantor,Cash,Mashonaland_Central FTP5392,1,2025-01-21,2025-02-10,2025-03-20,2026-02-05,1389.02,11.95,12,Monthly,Business_Expansion,Male,28-Feb-1998,Married,2,Informal_Sector,22,197.18,0,None,Bank_Transfer,Mashonaland_East BOQ7717,1,2025-04-21,2025-05-11,2025-06-06,2026-11-02,4400.55,90.48,18,Monthly,Business_Expansion,Female,17-Oct-1971,Married,6,Agriculture,107,212.66,1,Guarantor,EcoCash,Midlands JNM9386,4,2025-01-13,2025-01-30,2025-03-06,2026-07-24,2506.58,19.42,18,Monthly,Vehicle,Male,22-Jul-1986,Divorced,4,Informal_Sector,3,129.35,1,None,EcoCash,Midlands UAJ7272,3,2025-10-23,2025-11-11,2025-12-15,2026-11-06,8491.11,15.2,12,Bi-Weekly,Debt_Consolidation,Male,22-Mar-1984,Divorced,4,Telecom,30,2537.37,2,Vehicle,EcoCash,Masvingo PRI5009,1,2025-03-18,2025-03-21,2025-05-01,2025-09-17,4874.25,140.89,6,Monthly,Equipment,Male,16-Apr-1993,Single,1,Agriculture,121,432.68,3,Vehicle,EcoCash,Harare SHM1712,0,2026-02-05,2026-02-24,2026-03-28,2026-08-23,5873.48,116.0,6,Bi-Weekly,Home_Improvement,Male,30-Sep-1980,Married,,Government,107,768.32,0,Property,InnBucks,Midlands SWO6965,0,2025-09-15,2025-09-20,2025-10-28,2025-12-19,358.03,16.24,3,Monthly,Vehicle,Male,02-Jan-1985,Married,0,Informal_Sector,,,5,Vehicle,InnBucks,Harare KFB9546,0,2025-06-26,2025-07-17,2025-08-15,2026-01-13,680.1,95.22,6,Monthly,Livestock,Female,14-Oct-2004,Single,,Construction,11,407.62,1,Guarantor,Bank_Transfer,Mashonaland_West QQB4653,1,2025-07-27,2025-08-12,2025-09-09,2028-07-27,16396.89,14.05,36,Monthly,Business_Expansion,Female,07-Jul-2000,Married,1,Construction,16,636.01,1,,EcoCash,Midlands PHA0404,3,2025-07-02,2025-07-22,2025-08-28,2027-07-12,1268.54,12.23,24,Monthly,Rent,Male,20-Nov-1965,Widowed,6,Government,53,524.6,4,Guarantor,Bank_Transfer,Masvingo SSR4486,1,2025-01-26,2025-01-29,2025-03-14,2028-01-14,2732.69,15.15,36,Monthly,Equipment,Male,06-Nov-1995,Married,5,Retail_Trade,52,220.86,1,Vehicle,Bank_Transfer,Harare UKI2868,3,2025-05-12,2025-05-21,2025-06-21,2027-05-11,1630.65,90.28,24,Monthly,Debt_Consolidation,Female,11-Mar-1997,Divorced,2,Agriculture,75,400.8,7,Vehicle,Cash,Manicaland AXB2199,1,2025-05-03,2025-05-08,2025-06-21,2025-11-04,7735.73,121.36,6,Monthly,Business_Expansion,Female,10-Feb-1964,Married,0,Manufacturing,139,631.48,0,Guarantor,InnBucks,Harare UOS7094,5,2025-08-19,2025-09-01,2025-10-10,2025-10-31,117.64,175.04,2,Monthly,Funeral,Male,13-May-1990,Single,2,Agriculture,31,65.6,2,Property,InnBucks,Harare LYF6455,1,2025-10-17,2025-10-27,2025-11-21,2026-04-25,5443.75,82.8,6,Monthly,Working_Capital,Female,27-Feb-1980,Divorced,6,Education,157,744.15,0,Property,Cash,Mashonaland_Central LOS3155,0,2025-03-11,2025-03-14,2025-04-24,2025-06-12,4363.22,143.46,3,Monthly,Business_Expansion,Female,09-Jan-1998,Divorced,3,Finance,41,1368.65,2,None,EcoCash,Manicaland AXQ3876,0,2025-11-08,2025-11-14,2025-12-11,2026-05-13,1933.02,17.22,6,Monthly,Vehicle,Male,20-Nov-1991,Single,4,Healthcare,131,494.64,5,None,EcoCash,Mashonaland_West GWM1097,5,2025-08-14,2025-08-16,2025-09-28,2026-02-12,293.13,140.33,6,Bi-Weekly,Rent,Male,18-May-1982,Widowed,3,Construction,29,345.71,4,None,OneMoney,Mashonaland_West ZEH8158,5,2026-02-13,2026-02-27,2026-04-07,2026-05-28,354.95,173.39,3,Weekly,Rent,Male,12-Nov-2003,Single,1,Retail_Trade,37,197.63,5,None,EcoCash,Midlands OBD8591,5,2025-02-26,2025-03-09,2025-04-10,2025-09-05,214.41,159.99,6,Bi-Weekly,Funeral,Female,03-Jun-2008,Single,1,Agriculture,,76.38,1,Vehicle,OneMoney,Masvingo MLR5938,1,2025-11-22,2025-12-02,2025-12-27,2028-11-16,2979.4,120.94,36,Monthly,Business_Expansion,Male,20-Jun-1995,Married,1,Government,51,418.95,2,,OneMoney,Harare OCJ0092,0,2025-03-02,2025-03-13,2025-04-12,2026-03-08,1468.48,15.01,12,Bi-Weekly,Home_Improvement,Male,02-Jan-1994,Single,1,Agriculture,30,,0,None,EcoCash,Harare OVH4365,0,2025-12-10,2025-12-18,2026-01-13,2026-06-16,1303.42,153.53,6,Monthly,Debt_Consolidation,Female,06-Jan-1968,Married,4,Informal_Sector,9,,1,None,EcoCash,Bulawayo CYN9635,0,2025-11-22,2025-12-02,2025-12-28,2026-11-27,4488.43,154.04,12,Monthly,Equipment,Male,19-Aug-2002,Single,0,Construction,25,1017.64,1,None,EcoCash,Mashonaland_West BMN5555,3,2025-10-01,2025-10-20,2025-11-25,2027-04-13,1253.61,81.76,18,Monthly,Debt_Consolidation,Female,06-Feb-1979,Married,4,Agriculture,108,416.31,1,None,EcoCash,Harare WZC6296,5,2025-11-05,2025-11-15,2025-12-25,2026-02-13,1735.15,180.99,3,Weekly,Personal,Male,25-Jan-1980,Married,1,Government,116,695.5,1,Vehicle,Bank_Transfer,Bulawayo DBQ3455,2,2025-02-11,2025-02-27,2025-04-08,2026-08-21,2385.61,89.33,18,Monthly,Farming_Inputs,Male,30-Jul-1975,Married,3,Education,94,376.68,1,Property,Bank_Transfer,Matabeleland_South OHA5515,4,2025-03-23,2025-04-01,2025-05-07,2028-03-16,12532.25,15.51,36,Bi-Weekly,Vehicle,Male,02-Apr-1956,Married,5,Manufacturing,156,595.75,1,Vehicle,OneMoney,Mashonaland_West EHX4627,2,2025-01-26,2025-02-09,2025-03-06,2025-08-08,622.83,12.69,6,Monthly,Livestock,Male,08-Sep-2001,Single,0,Agriculture,35,99.73,4,Guarantor,EcoCash,Manicaland LGJ9688,1,2025-02-20,2025-03-12,2025-04-16,2027-03-02,9843.7,129.0,24,Monthly,Equipment,Male,25-Mar-1994,Single,3,Education,67,645.93,0,Property,InnBucks,Mashonaland_West NJN8094,2,2025-05-31,2025-06-20,2025-08-01,2026-12-12,5091.46,102.48,18,Monthly,Livestock,Male,02-Feb-1982,Single,5,Healthcare,59,737.84,3,Livestock,Bank_Transfer,Midlands HRH3000,2,2025-04-16,2025-04-23,2025-06-06,2026-04-18,2742.59,106.3,12,Weekly,Farming_Inputs,Female,01-May-1996,Married,4,Healthcare,17,761.56,4,Livestock,EcoCash,Midlands THR1355,2,2025-06-03,2025-06-24,2025-07-26,2026-06-19,5022.3,13.63,12,Bi-Weekly,Equipment,Male,01-Oct-1994,Single,2,Retail_Trade,84,691.08,0,Livestock,Bank_Transfer,Manicaland LCC4833,3,2025-12-11,2025-12-12,2026-01-13,2026-06-10,721.1,12.41,6,Monthly,Debt_Consolidation,Male,09-Jan-1978,Married,4,Agriculture,132,,3,Guarantor,Cash,Midlands KZZ3219,1,2025-12-31,2026-01-10,2026-02-04,2026-07-09,780.05,100.3,6,Monthly,Business_Expansion,Male,07-Apr-1972,Divorced,4,Agriculture,86,91.62,2,None,EcoCash,Mashonaland_East SYH8984,1,2025-11-30,2025-12-21,2026-01-23,2026-12-16,12789.24,90.59,12,Bi-Weekly,Working_Capital,Female,17-Jul-1995,Single,2,Telecom,109,1577.09,0,Livestock,Bank_Transfer,Bulawayo NER9898,3,2025-01-07,2025-01-18,2025-03-03,2026-07-12,1542.58,17.78,18,Weekly,Medical,Male,06-May-1985,Single,0,Government,84,585.48,1,Guarantor,EcoCash,Harare CJD4837,3,2025-05-17,2025-05-27,2025-06-26,2026-05-22,1500.1,15.93,12,Monthly,Rent,Male,05-Apr-1976,Divorced,4,Agriculture,155,291.71,1,Guarantor,Cash,Mashonaland_East NKV5527,0,2025-04-15,2025-04-21,2025-06-02,2026-04-16,3840.26,152.46,12,Monthly,Personal,Female,04-Oct-1994,Married,4,Healthcare,38,,2,None,EcoCash,Matabeleland_North LKS5211,3,2025-04-29,2025-05-16,2025-06-12,2027-05-06,2359.22,14.93,24,Monthly,School_Fees,Male,21-Sep-1993,Single,,Transport,41,589.83,2,Savings,InnBucks,Harare IAF6833,1,2025-09-24,2025-09-26,2025-10-22,2027-09-16,7185.07,13.5,24,Bi-Weekly,Business_Expansion,Female,30-Jun-1958,Married,5,Healthcare,29,,5,Property,EcoCash,Harare EEU4202,2,2025-07-12,2025-07-25,2025-08-21,2027-01-16,18506.96,11.26,18,Monthly,Livestock,Male,16-Mar-1970,Married,2,Mining,67,1690.13,1,None,Bank_Transfer,Midlands XGW9909,2,2025-12-16,2025-12-31,2026-02-04,2026-06-29,588.11,120.51,6,Weekly,Farming_Inputs,Female,19-Mar-1968,Divorced,3,Agriculture,8,176.08,0,Vehicle,Bank_Transfer,Masvingo UPK2830,3,2025-11-10,2025-12-01,2026-01-15,2026-11-26,4477.51,14.84,12,Monthly,Debt_Consolidation,Male,15-Jun-1961,Married,3,NGO,51,1441.79,1,Guarantor,Cash,Bulawayo LII6921,3,2025-09-26,2025-10-11,2025-11-22,2026-10-06,1832.39,13.23,12,Monthly,Rent,Female,09-Jan-1996,Married,3,Healthcare,66,466.57,7,None,InnBucks,Bulawayo BDH0866,4,2025-11-05,2025-11-18,2025-12-25,2027-11-08,6884.24,19.24,24,Bi-Weekly,Equipment,Female,23-Jan-2001,Single,3,Government,62,306.03,3,Savings,EcoCash,Mashonaland_East IIB5822,0,2025-11-01,2025-11-02,2025-12-01,2027-04-26,1350.49,132.96,18,Monthly,Business_Expansion,Female,03-Dec-1967,Married,,Finance,,756.14,1,None,Bank_Transfer,Midlands ACM2835,1,2025-02-01,2025-02-04,2025-03-08,2025-08-03,1824.62,122.08,6,Bi-Weekly,Equipment,Male,22-Jul-1985,Married,7,Informal_Sector,33,85.71,1,None,Bank_Transfer,Harare FGH1485,1,2025-12-31,2026-01-14,2026-02-16,2027-01-09,9592.53,117.45,12,Monthly,Business_Expansion,Male,24-Jun-1982,Married,4,Agriculture,134,428.06,0,Property,Cash,Manicaland HKZ7723,1,2025-01-05,2025-01-12,2025-02-10,2025-07-11,4106.27,115.82,6,Bi-Weekly,Equipment,Female,03-Jul-1983,Divorced,4,Agriculture,121,255.74,1,Property,EcoCash,Bulawayo UMU6066,0,2025-09-04,2025-09-25,2025-10-27,2025-12-24,1434.04,18.64,3,Monthly,Stock_Purchase,Female,14-May-1994,Single,2,Informal_Sector,38,299.64,5,Savings,EcoCash,Harare HXY8339,0,2025-08-06,2025-08-27,2025-09-28,2026-02-23,844.47,16.34,6,Monthly,Vehicle,Female,16-Mar-1991,Married,2,Transport,99,145.38,0,None,EcoCash,Mashonaland_East XLD6579,1,2025-09-09,2025-09-15,2025-10-24,2026-09-10,6625.91,13.62,12,Bi-Weekly,Business_Expansion,Male,17-Nov-1980,Single,4,Retail_Trade,12,339.87,3,Property,EcoCash,Harare DHQ3602,5,2025-11-21,2025-11-27,2026-01-05,2026-02-25,632.2,150.58,3,Weekly,Medical,Male,28-Feb-1970,Widowed,8,Retail_Trade,71,632.49,0,Vehicle,Cash,Bulawayo HBU7419,3,2025-03-11,2025-03-29,2025-05-06,2027-03-19,3123.03,11.18,24,Monthly,Medical,Female,24-Apr-1971,Widowed,6,Government,163,,4,Guarantor,Bank_Transfer,Mashonaland_Central HHJ7156,3,2024-12-31,2025-01-10,2025-02-04,2026-07-04,1010.59,107.2,18,Monthly,Personal,Male,18-Dec-1997,Single,5,Retail_Trade,43,214.67,1,None,EcoCash,Mashonaland_East LBN2287,0,2026-01-08,2026-01-17,2026-02-21,2027-01-12,1480.0,15.24,12,Bi-Weekly,School_Fees,Male,07-Jul-1994,Married,3,Agriculture,50,286.77,3,Vehicle,EcoCash,Matabeleland_North QTG3237,3,2025-01-31,2025-02-09,2025-03-20,2026-08-03,315.9,92.74,18,Monthly,Medical,Male,15-Jan-1994,Single,4,Informal_Sector,16,72.47,0,Vehicle,EcoCash,Mashonaland_West FXH4110,0,2025-07-06,2025-07-09,2025-08-20,2026-07-04,2420.89,117.69,12,Monthly,Farming_Inputs,Female,01-Apr-1979,Married,1,Education,37,584.37,1,None,EcoCash,Mashonaland_West WJG4417,1,2025-02-22,2025-03-10,2025-04-22,2026-09-01,7482.88,146.42,18,Monthly,Business_Expansion,Male,05-Oct-1986,Divorced,2,Government,177,830.46,1,Savings,Bank_Transfer,Mashonaland_West RIJ0802,2,2025-04-10,2025-04-27,2025-05-28,2026-01-22,3216.13,81.12,9,Bi-Weekly,Working_Capital,Female,28-Jan-1991,Married,2,Government,123,,1,Livestock,EcoCash,Harare YDQ3107,4,2026-02-04,2026-02-07,2026-03-09,2029-01-22,6740.02,16.07,36,Monthly,Home_Improvement,Male,31-Mar-2007,Single,3,Informal_Sector,8,,0,Vehicle,Bank_Transfer,Bulawayo UBK4003,2,2025-02-07,2025-02-12,2025-03-20,2027-02-02,2606.0,10.46,24,Monthly,Working_Capital,Female,16-Jun-1996,Single,2,Informal_Sector,46,319.35,4,Guarantor,Bank_Transfer,Harare HVJ6067,4,2025-10-20,2025-11-03,2025-12-18,2028-10-18,14598.37,103.51,36,Monthly,Home_Improvement,Female,31-Jan-2004,,1,Retail_Trade,21,913.96,0,Guarantor,Bank_Transfer,Midlands LUA3795,3,2025-04-17,2025-05-06,2025-05-28,2027-04-26,3336.01,16.36,24,Monthly,School_Fees,Male,20-Jun-1978,Married,4,,142,866.42,2,Guarantor,Bank_Transfer,Harare NUI3132,3,2025-07-11,2025-07-28,2025-09-06,2026-07-23,1795.98,16.62,12,Monthly,Medical,Male,01-Oct-1996,Married,3,Informal_Sector,45,593.93,7,Property,Cash,Masvingo AJM7387,0,2025-04-02,2025-04-09,2025-05-16,2026-04-04,2239.63,140.15,12,Monthly,Debt_Consolidation,Male,01-Oct-1961,Married,2,Informal_Sector,27,345.52,3,Savings,Bank_Transfer,Manicaland AZG6236,2,2026-02-05,2026-02-26,2026-04-11,2026-11-23,1395.16,10.62,9,Monthly,Farming_Inputs,Male,01-May-1974,Married,0,Retail_Trade,28,618.81,0,Guarantor,EcoCash,Midlands BSI2619,0,2025-07-19,2025-08-07,2025-09-10,2027-01-29,1225.44,102.7,18,Monthly,Home_Improvement,Male,30-Jan-1996,Married,2,Construction,38,145.8,2,Guarantor,Bank_Transfer,Manicaland DHM1013,0,2025-02-11,2025-02-26,2025-04-10,2025-08-25,2397.16,119.33,6,Weekly,Funeral,Male,21-Sep-1980,Married,2,Transport,26,721.04,0,Savings,Cash,Midlands XKD9271,3,2024-12-26,2025-01-08,2025-02-16,2026-07-02,1078.52,15.39,18,Weekly,Medical,Female,26-Jun-1984,Married,3,Education,86,573.34,4,Property,EcoCash,Bulawayo NMU4177,0,2025-11-09,2025-11-21,2025-12-24,2027-05-15,2284.18,115.46,18,Monthly,Funeral,Male,08-May-2002,Single,0,Government,26,563.39,4,Guarantor,EcoCash,Mashonaland_East CWJ2732,1,2025-01-18,2025-02-04,2025-03-01,2027-01-25,16598.81,77.47,24,Weekly,Working_Capital,Male,26-Sep-1968,Married,4,,88,,5,,EcoCash,Manicaland BTH7777,2,2025-12-09,2025-12-22,2026-01-25,2027-12-12,1412.48,118.48,24,Monthly,Farming_Inputs,Male,17-Jul-1996,Single,5,Retail_Trade,33,238.63,0,Property,Bank_Transfer,Bulawayo IIN3898,5,2025-01-10,2025-01-26,2025-03-07,2025-04-26,1082.16,141.05,3,Monthly,Medical,,28-Oct-1966,Married,3,Government,143,560.68,1,None,InnBucks,Masvingo YZK9083,3,2025-05-07,2025-05-23,2025-06-25,2026-05-18,4103.61,14.76,12,Monthly,Medical,Female,01-Apr-1964,Married,3,Construction,,900.96,2,None,EcoCash,Mashonaland_Central SDC0837,5,2024-12-29,2025-01-11,2025-02-17,2025-04-11,281.52,21.71,3,Bi-Weekly,Funeral,Female,12-Jan-1964,Married,2,Agriculture,94,169.13,0,Vehicle,Bank_Transfer,Bulawayo FWI2945,1,2025-12-02,2025-12-11,2026-01-05,2027-12-01,6212.03,14.18,24,Monthly,Equipment,Male,26-Mar-1975,Married,5,Manufacturing,45,596.83,3,Property,InnBucks,Harare OMD5376,3,2025-03-10,2025-03-13,2025-04-14,2026-03-08,2366.4,18.09,12,Monthly,School_Fees,Female,13-Jul-1970,Married,3,Healthcare,91,757.79,2,Property,EcoCash,Harare REO1188,2,2025-05-13,2025-05-25,2025-07-01,2026-02-19,5429.05,14.02,9,Bi-Weekly,Livestock,Female,04-Sep-1968,Divorced,,Education,113,482.07,1,Livestock,EcoCash,Harare FRM7796,1,2025-12-26,2025-12-29,2026-01-27,2026-06-27,5189.5,93.58,6,Monthly,Business_Expansion,Male,12-Apr-1990,Married,2,Retail_Trade,52,259.94,6,Guarantor,InnBucks,Harare JWH4432,2,2025-12-16,2025-12-28,2026-01-28,2026-06-26,2932.93,93.97,6,Monthly,Working_Capital,Female,14-Jul-1984,Married,4,Transport,130,364.06,1,Savings,Bank_Transfer,Bulawayo GRQ8737,0,2025-06-09,2025-06-29,2025-07-28,2025-09-27,2826.9,17.76,3,Monthly,Equipment,Female,25-Dec-1992,Married,,Mining,89,456.12,2,Guarantor,Bank_Transfer,Mashonaland_West LVV2133,0,2025-01-23,2025-02-02,2025-03-06,2026-01-28,683.15,17.15,12,Monthly,Medical,Male,16-Feb-1965,Married,2,Mining,50,465.34,3,Guarantor,EcoCash,Masvingo QQB8724,4,2025-07-09,2025-07-24,2025-08-22,2029-07-03,2011.54,19.57,48,Monthly,Equipment,Male,28-Aug-1965,Widowed,,Agriculture,87,158.97,0,Property,InnBucks,Harare YUT9546,2,2025-01-04,2025-01-12,2025-02-11,2026-01-07,2019.78,91.77,12,Monthly,Farming_Inputs,Male,06-Sep-1996,Married,3,Healthcare,87,,0,Guarantor,EcoCash,Harare WXC6361,2,2025-10-17,2025-10-30,2025-12-05,2026-10-25,1635.44,79.56,12,Monthly,Equipment,Male,11-Jan-1977,Married,4,Retail_Trade,138,342.6,2,Livestock,OneMoney,Harare BHY1451,1,2025-01-20,2025-02-05,2025-03-10,2026-07-30,6501.93,15.25,18,Monthly,Working_Capital,Male,30-Sep-1962,Married,,Telecom,28,745.65,1,Property,Cash,Manicaland ZII1542,2,2025-04-09,2025-04-19,2025-05-20,2026-10-11,5013.61,112.38,18,Monthly,Equipment,Female,10-Apr-1978,Married,2,Education,53,530.49,1,Vehicle,Cash,Harare DOO9843,2,2024-12-17,2025-01-06,2025-02-04,2026-06-30,1773.64,114.46,18,Monthly,Livestock,Male,30-Jan-1994,Single,5,Informal_Sector,3,153.44,4,None,Bank_Transfer,Harare RZK1351,3,2025-02-25,2025-03-18,2025-04-19,2026-03-13,738.19,15.61,12,Monthly,School_Fees,Female,15-May-1978,Married,2,Construction,,207.19,2,Savings,InnBucks,Harare YYM1312,3,2025-08-21,2025-08-24,2025-09-21,2027-08-14,898.06,14.95,24,Monthly,Medical,Male,03-Mar-1963,Divorced,7,Informal_Sector,24,234.74,2,Guarantor,Cash,Masvingo MMK7965,0,2025-03-15,2025-03-22,2025-04-28,2027-03-12,1015.78,103.08,24,Monthly,School_Fees,Female,25-May-1984,Single,0,Agriculture,2,272.73,4,Livestock,EcoCash,Matabeleland_South TTU6295,0,2025-05-14,2025-06-03,2025-07-14,2025-09-01,2106.16,122.21,3,Monthly,Stock_Purchase,Male,08-Jun-1985,Married,5,Informal_Sector,8,311.77,3,Savings,Cash,Bulawayo DAH6958,2,2025-06-22,2025-07-09,2025-08-18,2027-06-29,1345.34,95.41,24,Monthly,Livestock,Male,10-May-1969,Married,4,Agriculture,10,200.83,0,Guarantor,InnBucks,Mashonaland_Central PCO8490,5,2026-01-12,2026-01-24,2026-02-18,2026-02-23,916.2,142.13,1,Monthly,Personal,Male,08-Jun-1995,Single,5,Manufacturing,58,798.27,4,None,EcoCash,Mashonaland_West DJP3433,2,2025-03-18,2025-03-28,2025-05-01,2027-03-18,21284.79,106.95,24,Monthly,Equipment,Male,14-Dec-1979,Single,4,Telecom,,,2,Guarantor,Bank_Transfer,Midlands OAA6548,3,2025-11-13,2025-11-30,2026-01-10,2027-05-24,927.61,12.4,18,Monthly,Personal,Male,15-Jul-1993,Divorced,3,Agriculture,,385.56,1,Guarantor,EcoCash,Harare SFP2263,0,2025-09-14,2025-09-21,2025-10-23,2026-09-16,641.22,99.71,12,Monthly,Funeral,Female,06-Jun-1961,Widowed,3,Agriculture,73,150.21,1,Savings,EcoCash,Mashonaland_West CJT7713,1,2025-08-06,2025-08-16,2025-09-28,2028-07-31,7593.86,116.18,36,Bi-Weekly,Stock_Purchase,Male,20-May-1984,Married,1,Government,128,388.58,0,Savings,EcoCash,Midlands BJB0699,0,2025-12-23,2026-01-01,2026-01-26,2027-12-22,1574.51,145.78,24,Bi-Weekly,Livestock,Male,25-Mar-1989,Married,6,Mining,84,,0,None,EcoCash,Manicaland PJF0726,0,2025-04-07,2025-04-11,2025-05-11,2027-04-01,3045.53,127.67,24,Monthly,,Male,05-Jul-1988,Married,2,Government,159,602.26,0,Savings,EcoCash,Mashonaland_East HPA0283,0,2025-07-24,2025-07-25,2025-08-21,2026-07-20,3683.52,110.85,12,Monthly,School_Fees,Female,22-Nov-1955,Married,2,Retail_Trade,87,863.3,3,,EcoCash,Bulawayo ZJS3044,5,2025-01-12,2025-01-29,2025-03-05,2025-03-30,949.97,177.24,2,Weekly,Medical,Male,05-Jun-1993,Widowed,,Retail_Trade,102,,0,None,Cash,Mashonaland_West OPN6394,0,2025-08-11,2025-09-01,2025-10-04,2027-08-22,1867.52,98.73,24,Bi-Weekly,Funeral,Male,23-Jan-1975,Married,4,Transport,,396.24,0,Guarantor,Cash,Mashonaland_East UYM2119,3,2025-09-07,2025-09-13,2025-10-11,2026-03-12,2135.01,16.9,6,Bi-Weekly,,Female,19-Jan-1985,Married,0,Education,134,760.34,1,Savings,EcoCash,Midlands ORI6815,1,2026-01-13,2026-01-21,2026-03-04,2029-01-05,6021.66,83.19,36,Monthly,Equipment,Female,24-Apr-1994,Divorced,1,Education,85,600.29,7,Livestock,EcoCash,Mashonaland_East PND7208,3,2025-06-16,2025-07-03,2025-08-15,2025-12-30,191.2,14.81,6,Monthly,Personal,Female,10-Nov-1998,Married,1,Agriculture,16,101.23,0,None,OneMoney,Mashonaland_West HHH5760,4,2025-05-10,2025-05-16,2025-06-15,2029-04-25,9329.44,15.19,48,Weekly,Equipment,Male,24-Sep-1998,Married,0,Informal_Sector,48,400.8,3,Property,EcoCash,Bulawayo LIQ5670,1,2025-06-12,2025-06-21,2025-07-18,2026-12-13,3178.77,12.56,18,Monthly,Working_Capital,Male,09-Feb-1992,Married,5,Education,101,361.43,1,None,Bank_Transfer,Midlands QUB2406,1,2025-10-08,2025-10-27,2025-12-06,2026-10-22,12537.67,13.97,12,Monthly,Stock_Purchase,Male,15-Sep-1992,Single,2,Mining,30,830.62,5,Vehicle,Cash,Harare MIY0143,0,2025-03-09,2025-03-25,2025-04-21,2026-03-20,3493.77,16.11,12,Bi-Weekly,Farming_Inputs,Male,12-Apr-2004,Married,0,Government,32,531.11,0,Guarantor,Bank_Transfer,Mashonaland_East MCG8811,0,2025-07-27,2025-08-11,2025-09-16,2026-02-07,6057.76,104.08,6,Monthly,School_Fees,Female,08-Mar-1961,Single,7,Education,40,856.18,0,,Cash,Masvingo MHW2096,1,2025-03-29,2025-04-07,2025-05-08,2028-03-22,801.95,87.29,36,Bi-Weekly,Business_Expansion,Male,01-Jan-1976,Divorced,6,Agriculture,117,,3,Property,Bank_Transfer,Harare LQK0997,4,2025-01-20,2025-02-02,2025-03-03,2029-01-12,11841.62,82.46,48,Monthly,Equipment,Female,17-Sep-1980,Married,1,,100,363.21,0,Guarantor,EcoCash,Mashonaland_East OBR4658,1,2025-03-28,2025-04-10,2025-05-14,2026-10-02,5386.9,94.25,18,Monthly,Stock_Purchase,Male,18-Oct-1972,Divorced,3,Retail_Trade,41,583.1,1,Livestock,EcoCash,Mashonaland_West QZJ3393,0,2025-01-05,2025-01-17,2025-02-12,2027-01-07,1817.06,128.47,24,Monthly,School_Fees,Female,04-Dec-1991,Single,3,,38,,1,None,OneMoney,Masvingo RTY0569,3,2026-01-26,2026-02-13,2026-03-25,2028-02-03,1037.43,12.4,24,Monthly,School_Fees,Male,10-Feb-1978,Married,7,Government,141,338.17,2,Savings,Bank_Transfer,Bulawayo YOB4544,1,2025-01-01,2025-01-08,2025-02-19,2026-01-03,14277.03,100.67,12,Weekly,Business_Expansion,Female,05-Oct-1986,Single,1,Government,76,761.09,0,Guarantor,Bank_Transfer,Harare QAL2426,5,2025-08-18,2025-08-26,2025-09-25,2025-10-25,1567.44,195.92,2,Weekly,Personal,Male,14-Dec-1972,Single,3,Finance,95,1019.48,7,Vehicle,EcoCash,Masvingo PDU5166,2,2025-04-14,2025-04-22,2025-05-23,2026-01-17,5492.22,104.16,9,Monthly,Working_Capital,Female,30-Mar-1980,Married,0,,72,396.43,3,Livestock,EcoCash,Bulawayo KUU2207,1,2025-07-03,2025-07-12,2025-08-14,2028-06-26,4038.81,92.7,36,Monthly,Stock_Purchase,Female,05-Feb-1969,Married,2,Transport,77,258.49,1,Property,OneMoney,Mashonaland_East NJX5033,2,2025-04-13,2025-04-27,2025-06-11,2026-01-22,2364.47,96.65,9,Weekly,Farming_Inputs,Female,08-Dec-1989,Married,4,Informal_Sector,41,352.34,2,Guarantor,OneMoney,Mashonaland_West OXK7667,2,2025-03-25,2025-03-28,2025-05-07,2027-03-18,26676.64,125.89,24,Monthly,Farming_Inputs,Female,05-Sep-1996,Married,1,NGO,23,,2,Livestock,Cash,Midlands KLI4744,3,2025-01-13,2025-01-24,2025-03-03,2026-01-19,2833.61,18.88,12,Monthly,Rent,Male,27-Jun-2003,Single,2,Telecom,,756.42,3,Guarantor,Bank_Transfer,Manicaland FES2855,0,2025-02-01,2025-02-20,2025-04-02,2025-05-21,2474.08,97.5,3,Bi-Weekly,Wedding,Female,16-Aug-1963,Married,7,,212,518.22,3,None,EcoCash,Harare ZAB8325,0,2025-07-02,2025-07-18,2025-08-17,2026-01-14,668.03,130.4,6,Monthly,Livestock,Male,13-Jul-1972,Married,3,Informal_Sector,43,142.58,2,None,EcoCash,Matabeleland_South CQC9277,4,2025-12-10,2025-12-27,2026-02-08,2027-12-17,19088.07,89.36,24,Monthly,Home_Improvement,Male,28-Jul-1991,Divorced,3,NGO,90,1278.85,1,Vehicle,Bank_Transfer,Matabeleland_North MBF7782,0,2026-01-16,2026-01-26,2026-02-22,2027-01-21,5502.96,113.1,12,Monthly,Wedding,Male,24-Aug-1995,Single,1,Transport,65,1038.49,1,Savings,Bank_Transfer,Matabeleland_North SZZ6788,1,2025-04-04,2025-04-12,2025-05-16,2027-04-02,3913.77,82.39,24,Monthly,Business_Expansion,Female,13-Nov-1976,Married,6,Education,57,285.04,3,Guarantor,Bank_Transfer,Mashonaland_Central SDR4540,3,2025-04-19,2025-04-29,2025-05-28,2027-04-19,571.68,81.03,24,Monthly,Debt_Consolidation,Female,12-Sep-1990,Married,6,Construction,7,261.32,8,Savings,OneMoney,Harare DIL7710,4,2026-02-06,2026-02-09,2026-03-18,2027-02-04,2049.27,14.91,12,Monthly,Equipment,Male,17-May-1986,Married,5,Agriculture,137,91.27,2,Guarantor,Bank_Transfer,Matabeleland_South TKN4878,0,2025-03-20,2025-03-23,2025-05-01,2025-09-19,680.97,128.59,6,Monthly,Personal,Male,23-Aug-1968,Divorced,3,Informal_Sector,25,282.26,1,None,EcoCash,Harare XGD1675,0,2025-07-07,2025-07-24,2025-09-06,2025-10-22,546.84,14.63,3,Monthly,Working_Capital,Female,22-May-2004,Married,0,Informal_Sector,16,114.17,0,None,EcoCash,Manicaland QEL3927,1,2025-07-06,2025-07-21,2025-08-18,2028-07-05,8224.4,12.98,36,Monthly,Working_Capital,Male,06-Aug-1992,Single,5,Government,77,570.86,0,Savings,Cash,Matabeleland_North RTY6219,5,2025-05-08,2025-05-22,2025-06-16,2025-06-21,568.71,136.8,1,Monthly,Rent,Male,20-Jun-1972,Widowed,5,Telecom,,503.52,1,Vehicle,Bank_Transfer,Mashonaland_West WWJ6659,3,2025-12-13,2025-12-30,2026-01-28,2026-12-25,285.22,12.96,12,Monthly,Medical,Male,21-Dec-1994,Divorced,1,Agriculture,126,95.43,0,Savings,OneMoney,Masvingo ASU8300,3,2025-11-28,2025-12-10,2026-01-15,2026-12-05,1175.23,15.01,12,Monthly,Debt_Consolidation,Female,02-Aug-2003,Single,1,Retail_Trade,17,555.29,1,None,Cash,Masvingo XYB1679,3,2025-05-01,2025-05-16,2025-06-27,2027-05-06,4867.05,16.02,24,Monthly,Debt_Consolidation,Male,13-May-1995,Married,3,NGO,107,1179.66,3,Savings,Cash,Manicaland RBU0914,1,2025-09-05,2025-09-13,2025-10-25,2027-03-07,7552.01,17.14,18,Monthly,Business_Expansion,Female,31-Dec-1989,Married,0,Retail_Trade,150,387.72,5,Property,EcoCash,Bulawayo UQV8798,0,2026-01-17,2026-02-04,2026-03-16,2027-07-29,520.41,14.46,18,Monthly,Vehicle,Male,03-Jul-1958,Married,0,Informal_Sector,16,240.0,2,Property,EcoCash,Mashonaland_East JLP9320,2,2025-09-09,2025-09-27,2025-10-23,2027-09-17,7019.66,85.24,24,Monthly,Farming_Inputs,Male,07-Nov-1982,Single,2,Telecom,69,641.03,1,None,Bank_Transfer,Bulawayo QWQ7004,0,2025-11-21,2025-11-27,2025-12-22,2027-05-21,989.9,106.8,18,Monthly,Farming_Inputs,Female,16-Dec-1995,Married,0,Retail_Trade,74,461.64,2,None,Cash,Mashonaland_East JSD5400,1,2025-11-17,2025-12-05,2026-01-18,2026-11-30,4988.81,12.54,12,Weekly,Stock_Purchase,Male,06-Aug-1968,Married,3,Healthcare,96,619.32,0,Savings,,Harare WON5434,3,2025-01-30,2025-02-13,2025-03-21,2026-02-08,959.5,15.7,12,Bi-Weekly,School_Fees,Female,17-Nov-1988,Divorced,0,Agriculture,11,366.05,0,None,Bank_Transfer,Masvingo YMT2795,4,2025-04-20,2025-05-02,2025-06-15,2027-04-22,1165.78,15.01,24,Monthly,Equipment,Female,12-Aug-1968,Married,2,Agriculture,52,189.8,3,Livestock,Bank_Transfer,Midlands LIB2206,2,2025-04-18,2025-04-20,2025-05-21,2026-04-15,3480.95,134.16,12,Monthly,,Male,28-Oct-1998,Single,2,Construction,14,513.69,1,None,Cash,Masvingo BCP8558,1,2025-12-14,2025-12-25,2026-01-28,2026-12-20,5761.88,106.12,12,Monthly,Stock_Purchase,Female,08-Aug-1981,Married,,Informal_Sector,35,431.81,4,Vehicle,InnBucks,Matabeleland_South SXM4193,0,2025-08-30,2025-09-04,2025-10-17,2026-08-30,9002.95,,12,Monthly,School_Fees,Male,03-Oct-1998,Single,1,NGO,33,1413.5,3,None,InnBucks,Harare XNJ3271,3,2025-06-13,2025-06-26,2025-07-25,2026-12-18,1882.88,15.63,18,Monthly,Personal,Female,12-Jun-1976,Widowed,2,Retail_Trade,48,495.71,1,None,EcoCash,Harare WXC1747,0,2025-10-04,2025-10-23,2025-11-18,2027-10-13,1430.4,110.78,24,Monthly,Equipment,Female,07-Apr-1968,Married,8,Manufacturing,62,355.54,1,Livestock,OneMoney,Mashonaland_West SKX5603,1,2025-06-19,2025-06-21,2025-07-22,2027-06-11,1655.4,14.84,24,Weekly,Equipment,Female,23-May-1994,Married,0,Agriculture,89,198.88,1,None,EcoCash,Matabeleland_North AAJ5590,4,2026-02-18,2026-02-21,2026-03-25,2027-08-15,5707.47,17.79,18,Weekly,Home_Improvement,Male,25-Oct-1994,Single,1,Retail_Trade,124,451.32,1,Livestock,OneMoney,Mashonaland_East JPT4045,1,2025-07-21,2025-08-04,2025-09-09,2027-07-25,3539.23,15.88,24,Monthly,Business_Expansion,Female,14-Aug-1967,Divorced,6,,83,182.67,0,Vehicle,Bank_Transfer,Mashonaland_West TCX6417,1,2025-06-10,2025-06-29,2025-07-26,2028-06-13,5322.77,122.66,36,Monthly,Business_Expansion,Male,19-Jul-1992,Married,6,Government,28,352.73,0,Vehicle,InnBucks,Manicaland NND5256,1,2025-09-12,2025-09-16,2025-10-24,2026-09-11,8560.89,88.87,12,Monthly,Stock_Purchase,Male,14-Oct-1991,Married,,Transport,44,,2,Guarantor,Bank_Transfer,Midlands AWM4830,2,2025-05-20,2025-05-27,2025-06-22,2025-11-23,11602.52,73.84,6,Monthly,Livestock,Male,10-May-1981,Married,4,Mining,28,1904.56,3,None,Bank_Transfer,Bulawayo CCO2782,5,2025-08-06,2025-08-25,2025-09-19,2025-09-24,3193.63,153.7,1,Bi-Weekly,Medical,Female,16-Jul-2004,Married,1,Telecom,23,1736.04,3,None,Cash,Matabeleland_South XYB3729,1,2025-05-15,2025-06-05,2025-07-06,2027-05-26,14272.74,16.73,24,Monthly,Working_Capital,Male,08-Dec-1977,Married,3,Finance,44,620.35,0,Vehicle,Bank_Transfer,Manicaland PXP3498,3,2025-11-06,2025-11-24,2026-01-02,2026-11-19,1167.75,14.82,12,Bi-Weekly,Debt_Consolidation,Male,22-Jun-1966,Divorced,0,Retail_Trade,64,261.91,4,None,EcoCash,Midlands XGG7955,2,2025-11-12,2025-11-30,2026-01-14,2026-05-29,3558.42,131.58,6,Monthly,Working_Capital,Male,29-Oct-1983,Married,6,Agriculture,80,312.54,4,Livestock,EcoCash,Masvingo LYJ5084,2,2025-02-03,2025-02-23,2025-04-06,2027-02-13,5856.01,12.89,24,Weekly,Farming_Inputs,Female,21-Apr-1967,Married,6,Retail_Trade,74,676.82,7,Vehicle,InnBucks,Harare ZJO9311,1,2024-12-24,2025-01-01,2025-02-02,2027-12-17,7968.02,13.99,36,Monthly,Business_Expansion,Female,15-Sep-1982,Married,6,Finance,81,645.0,0,Livestock,Cash,Mashonaland_Central DHK9700,0,2026-01-28,2026-02-10,2026-03-14,2027-08-04,1572.23,116.99,18,Weekly,Debt_Consolidation,Male,31-Oct-1987,Married,5,,16,584.93,0,Vehicle,EcoCash,Mashonaland_West XVI2143,0,2024-12-25,2025-01-02,2025-02-12,2025-04-02,703.64,137.08,3,Monthly,Business_Expansion,Female,03-Mar-1998,Single,3,Informal_Sector,24,271.4,2,Vehicle,Bank_Transfer,Mashonaland_West WBP7682,2,2025-01-30,2025-01-31,2025-03-05,2026-01-26,456.23,12.11,12,Monthly,Livestock,Female,25-Mar-2004,Single,0,Agriculture,39,174.65,2,Livestock,InnBucks,Bulawayo UVG9357,0,2025-11-03,2025-11-09,2025-12-20,2027-10-30,1309.18,17.27,24,Monthly,Working_Capital,Male,31-Jan-2006,Single,0,Informal_Sector,14,,1,None,EcoCash,Harare FRD1898,0,2025-09-08,2025-09-15,2025-10-11,2027-09-05,3297.09,15.38,24,Monthly,Personal,Male,28-Oct-1997,Married,1,Retail_Trade,63,564.25,1,None,EcoCash,Manicaland VQN9954,3,2025-04-11,2025-04-25,2025-05-21,2027-04-15,3225.98,101.41,24,Monthly,Rent,Male,20-Mar-1982,Married,3,Education,25,668.59,0,Guarantor,EcoCash,Mashonaland_Central UDU8569,0,2025-08-31,2025-09-15,2025-10-24,2026-03-14,679.78,17.3,6,Monthly,Personal,Female,25-Dec-2005,Single,,Informal_Sector,3,232.76,6,Livestock,Bank_Transfer,Matabeleland_South GIS5379,0,2025-08-09,2025-08-15,2025-09-10,2026-02-11,2848.97,15.72,6,Monthly,Working_Capital,Male,01-Jun-1985,Married,7,Government,97,472.21,1,None,Bank_Transfer,Harare AQL5845,4,2025-04-20,2025-05-06,2025-06-16,2027-04-26,3828.43,18.97,24,Bi-Weekly,Equipment,Female,27-Aug-1980,Single,2,Agriculture,38,181.34,4,None,OneMoney,Masvingo JDA9258,0,2025-09-12,2025-10-03,2025-11-03,2026-04-01,2040.75,148.61,6,Monthly,Working_Capital,Male,15-Mar-2002,Single,0,Mining,35,458.34,3,Vehicle,OneMoney,Manicaland BIL6692,2,2025-03-21,2025-04-01,2025-05-10,2025-12-27,4232.36,102.77,9,Monthly,Working_Capital,Male,22-Jun-1982,Married,7,Informal_Sector,4,414.22,0,None,Cash,Matabeleland_North WTD8139,0,2025-10-03,2025-10-11,2025-11-18,2026-10-06,1390.91,137.83,12,Monthly,Wedding,Female,28-Jan-1983,Widowed,3,Transport,140,362.78,1,Guarantor,EcoCash,Bulawayo NNS8064,3,2025-04-29,2025-05-13,2025-06-14,2026-05-08,1475.63,13.94,12,Bi-Weekly,Debt_Consolidation,Female,28-Apr-1973,Widowed,4,Manufacturing,48,602.93,8,Guarantor,Bank_Transfer,Harare IQT2995,0,2025-07-22,2025-07-23,2025-08-28,2027-01-14,3131.79,18.03,18,Bi-Weekly,Home_Improvement,Male,04-Feb-1967,Married,5,Government,59,535.28,4,None,EcoCash,Bulawayo RWW1032,2,2025-06-09,2025-06-10,2025-07-09,2026-06-05,1622.94,17.28,12,Monthly,Working_Capital,Male,18-Jun-1992,Married,4,Agriculture,167,152.68,5,Livestock,Cash,Bulawayo KYU9106,4,2025-11-11,2025-12-01,2026-01-03,2029-11-10,4025.36,80.6,48,Monthly,Equipment,Female,03-Feb-1972,Married,3,Agriculture,80,212.11,1,None,Cash,Manicaland PJL5141,4,2025-04-13,2025-04-19,2025-05-18,2028-04-03,6875.84,15.26,36,Bi-Weekly,Vehicle,Male,26-Apr-1975,Married,6,Informal_Sector,26,438.83,2,Vehicle,EcoCash,Manicaland MRF9734,0,2026-01-21,2026-02-01,2026-03-10,2026-07-31,5947.06,140.75,6,Monthly,,Female,16-Mar-1977,Married,4,Manufacturing,34,716.29,3,Savings,Bank_Transfer,Matabeleland_North TSZ1464,5,2025-01-09,2025-01-23,2025-03-02,2025-04-23,937.8,170.4,3,Bi-Weekly,Rent,Male,23-Jun-1970,Married,5,Manufacturing,56,592.43,0,Property,OneMoney,Manicaland VOD0368,0,2025-07-14,2025-07-15,2025-08-13,2026-01-11,1734.32,126.0,6,Monthly,Personal,Female,31-Dec-1997,Single,2,Retail_Trade,,571.52,0,None,EcoCash,Harare ZJO4648,1,2026-01-20,2026-01-30,2026-02-24,2028-01-20,821.48,14.05,24,Monthly,,Male,28-Apr-1964,Divorced,4,Agriculture,22,99.25,0,Savings,Bank_Transfer,Midlands KUF9356,3,2025-03-08,2025-03-17,2025-04-25,2026-03-12,533.48,15.03,12,Monthly,Rent,Male,09-Aug-1995,Married,4,Construction,12,264.95,0,None,EcoCash,Masvingo SHA2863,0,2025-09-25,2025-10-12,2025-11-11,2026-10-07,1538.36,147.82,12,Monthly,Equipment,Male,30-Apr-1994,Single,3,Agriculture,61,363.47,2,None,EcoCash,Harare ARZ0060,1,2025-07-11,2025-07-15,2025-08-14,2026-07-10,25273.62,90.45,12,Weekly,,Male,26-Jul-1994,Married,4,Finance,116,2225.86,0,None,Cash,Harare UPP9315,2,2025-05-12,2025-05-19,2025-06-26,2027-05-09,2260.25,12.97,24,Monthly,Farming_Inputs,Male,21-Jun-1972,Divorced,5,Informal_Sector,29,296.0,3,Livestock,Cash,Masvingo JPH0891,2,2025-07-11,2025-07-13,2025-08-09,2027-01-04,1366.87,83.94,18,Monthly,Farming_Inputs,Female,03-Oct-1992,Single,,Mining,120,444.59,2,Savings,Cash,Mashonaland_Central WJC6264,2,2025-12-09,2025-12-20,2026-01-27,2026-12-15,4521.45,66.94,12,Monthly,Equipment,Female,24-Sep-1995,Single,,Education,56,384.97,2,Guarantor,EcoCash,Bulawayo XHB8908,0,2025-03-26,2025-04-15,2025-05-18,2025-10-12,794.33,17.26,6,Monthly,Personal,Female,05-Aug-1958,Divorced,4,Retail_Trade,30,319.09,0,Savings,Bank_Transfer,Manicaland FGS1465,0,2025-09-25,2025-10-03,2025-11-10,2026-04-01,263.86,102.64,6,Monthly,Home_Improvement,Female,18-Jul-2003,Single,3,,11,,0,Guarantor,EcoCash,Harare TNN7189,4,2025-11-29,2025-12-15,2026-01-25,2027-06-08,8308.16,17.06,18,Monthly,Equipment,Male,29-Jun-1984,Married,3,Education,114,326.69,0,Property,Bank_Transfer,Harare GBV1525,1,2025-01-07,2025-01-10,2025-02-18,2027-12-26,2133.92,13.82,36,Monthly,Equipment,Male,21-Feb-2004,Married,0,Informal_Sector,,266.84,7,Property,Cash,Bulawayo UNM3035,4,2025-12-08,2025-12-25,2026-01-23,2027-12-15,9456.92,92.46,24,Monthly,Home_Improvement,Male,25-Oct-1986,Single,1,Agriculture,149,439.4,0,Guarantor,EcoCash,Bulawayo OTH4354,0,2025-01-29,2025-02-02,2025-03-09,2027-01-23,3185.29,152.86,24,Monthly,Stock_Purchase,Male,19-Feb-1980,Married,2,Construction,47,1016.62,1,None,Cash,Mashonaland_Central MWK9161,4,2025-11-05,2025-11-11,2025-12-26,2028-10-26,2810.16,13.11,36,Weekly,Vehicle,Female,28-Feb-1993,Single,5,Agriculture,58,174.27,6,Livestock,Bank_Transfer,Bulawayo XBJ1523,2,2025-09-03,2025-09-24,2025-10-22,2026-03-23,3318.47,96.06,6,Monthly,Farming_Inputs,Female,17-Aug-1991,Single,6,Construction,18,,2,Livestock,OneMoney,Masvingo OTQ1307,0,2025-03-28,2025-03-31,2025-05-13,2025-09-27,1029.37,127.64,6,Monthly,Equipment,Male,16-Dec-1971,Married,3,Informal_Sector,24,116.72,3,Savings,EcoCash,Harare QUI8859,0,2025-12-15,2025-12-26,2026-02-08,2026-12-21,197.06,129.03,12,Monthly,Stock_Purchase,Female,08-Dec-1980,Married,5,Agriculture,50,56.71,3,None,Bank_Transfer,Manicaland FXA1974,2,2025-09-26,2025-10-07,2025-11-14,2026-10-02,5662.33,10.62,12,Weekly,Working_Capital,Male,09-Aug-1967,Married,4,Education,102,,0,None,Bank_Transfer,Midlands HQZ4083,3,2025-07-12,2025-07-21,2025-08-26,2027-07-11,739.07,13.18,24,Monthly,Personal,Female,19-May-2004,Married,0,Agriculture,16,243.31,3,Savings,EcoCash,Harare JRX8081,1,2025-01-25,2025-01-26,2025-02-20,2026-07-20,19575.4,77.29,18,Monthly,Equipment,Male,19-Jan-1997,Single,3,Mining,113,1697.19,2,None,EcoCash,Manicaland SMA9339,1,2024-12-28,2025-01-06,2025-02-06,2026-12-27,4188.2,115.84,24,Monthly,Working_Capital,Female,15-Apr-1973,Widowed,1,Retail_Trade,55,263.97,2,Property,Bank_Transfer,Harare ZRV1847,3,2025-05-04,2025-05-25,2025-07-02,2026-05-20,732.74,14.21,12,Monthly,,Female,03-Dec-1982,Divorced,2,Agriculture,97,168.19,7,None,EcoCash,Bulawayo GSY8940,1,2025-07-31,2025-08-12,2025-09-22,2026-08-07,3760.1,12.33,12,Monthly,Business_Expansion,Female,05-Apr-1995,Single,3,Construction,87,438.87,0,None,EcoCash,Mashonaland_East HDH6951,2,2025-08-02,2025-08-06,2025-09-11,2026-08-01,7003.34,13.29,12,Monthly,Farming_Inputs,Male,29-Oct-1980,Married,6,Retail_Trade,102,1020.84,0,Property,EcoCash,Midlands OZX5767,2,2025-05-30,2025-06-07,2025-07-22,2026-06-02,3558.62,95.79,12,Monthly,Equipment,Male,26-Apr-1998,Married,5,Agriculture,34,357.59,0,None,Cash,Manicaland BKN2732,2,2025-11-27,2025-12-05,2025-12-28,2027-11-25,833.32,101.63,24,Weekly,Working_Capital,Male,20-Oct-1993,Single,1,Agriculture,47,87.55,0,Livestock,Bank_Transfer,Mashonaland_Central MON4409,1,2025-12-03,2025-12-07,2026-01-14,2026-12-02,6634.21,107.93,12,Monthly,Stock_Purchase,Male,05-Aug-1981,Married,1,Government,132,300.5,3,None,EcoCash,Mashonaland_Central VEH2084,0,2025-09-12,2025-09-13,2025-10-18,2026-09-08,1005.96,121.27,12,Monthly,Farming_Inputs,Male,20-Jun-1991,Married,,Agriculture,145,201.8,1,Guarantor,EcoCash,Matabeleland_North OXR2175,4,2025-04-08,2025-04-23,2025-06-05,2028-04-07,12197.86,19.17,36,Bi-Weekly,Vehicle,Male,25-Mar-1981,Married,3,Manufacturing,69,515.31,1,Savings,Cash,Masvingo QIT2040,1,2025-04-23,2025-05-03,2025-06-07,2026-04-28,4544.76,139.38,12,Monthly,Business_Expansion,Female,01-Apr-1978,Married,1,Education,,602.62,2,Property,EcoCash,Harare NDZ7253,5,2026-01-30,2026-02-07,2026-03-24,2026-05-08,458.23,125.61,3,Weekly,Rent,Female,02-Nov-1990,Single,2,Informal_Sector,39,543.94,3,Guarantor,Bank_Transfer,Bulawayo DGN1477,1,2026-01-07,2026-01-26,2026-02-22,2028-01-16,5466.8,88.94,24,Monthly,Business_Expansion,Male,29-Oct-1967,Married,4,NGO,30,639.9,6,Property,Cash,Masvingo XKG5616,1,2025-05-21,2025-06-09,2025-07-14,2026-06-04,24692.03,82.83,12,Monthly,Business_Expansion,Male,11-Mar-1995,Widowed,2,NGO,118,1815.4,0,Livestock,InnBucks,Bulawayo GFT3859,0,2025-12-22,2025-12-30,2026-01-24,2027-06-23,3204.32,144.57,18,Monthly,School_Fees,Female,24-Sep-1993,Married,3,Transport,51,,2,None,EcoCash,Manicaland ZEG3074,1,2025-01-06,2025-01-27,2025-03-10,2028-01-12,10137.65,121.28,36,Monthly,Working_Capital,Male,02-Feb-1970,Married,0,Finance,33,1180.62,2,Guarantor,EcoCash,Mashonaland_West ERC8823,1,2025-11-23,2025-12-09,2026-01-19,2026-12-04,4750.18,108.49,12,Monthly,Stock_Purchase,Female,15-Oct-1982,Married,,Retail_Trade,34,,2,Property,Bank_Transfer,Harare ANN1757,5,2025-07-25,2025-08-10,2025-09-23,2025-11-08,353.46,149.84,3,Monthly,Personal,Male,18-Mar-1983,Married,8,Informal_Sector,43,248.14,0,None,Bank_Transfer,Harare HVT1416,2,2025-09-13,2025-09-24,2025-10-24,2026-09-19,990.51,119.76,12,Monthly,Farming_Inputs,Male,26-Feb-1980,Married,2,Retail_Trade,17,221.02,0,None,Bank_Transfer,Harare FNA5079,1,2025-07-08,2025-07-18,2025-08-28,2026-01-14,3151.38,13.8,6,Monthly,,Male,30-Jun-1982,Married,3,,95,419.35,0,Savings,Bank_Transfer,Harare YTT3689,3,2025-01-26,2025-02-16,2025-03-22,2026-02-11,2075.67,15.01,12,Monthly,School_Fees,Female,14-May-1979,Married,3,Education,61,661.23,0,Guarantor,EcoCash,Bulawayo ZRB4114,1,2025-01-19,2025-01-23,2025-03-03,2026-07-17,2602.25,124.46,18,Monthly,Business_Expansion,Male,11-Oct-1983,Married,5,Agriculture,61,194.62,3,None,Cash,Mashonaland_East LKC5167,5,2025-01-06,2025-01-16,2025-02-22,2025-04-16,935.35,183.31,3,Weekly,Personal,Female,02-Feb-1966,Widowed,0,Manufacturing,62,579.95,4,None,EcoCash,Bulawayo QKO7079,4,2026-01-27,2026-02-06,2026-03-16,2029-01-21,9665.8,67.7,36,Monthly,Equipment,Male,23-Nov-1972,Married,6,Government,25,323.74,2,Savings,EcoCash,Mashonaland_Central NXS4393,2,2025-10-29,2025-11-09,2025-12-17,2027-10-30,1537.07,117.13,24,Monthly,Livestock,Male,14-Mar-1993,Married,4,,59,214.13,1,Property,Bank_Transfer,Harare LET0397,0,2025-01-19,2025-01-24,2025-02-28,2026-01-19,1440.59,127.51,12,Monthly,Personal,Male,10-May-1999,Single,1,Retail_Trade,14,431.81,1,None,Bank_Transfer,Mashonaland_West XVM6189,0,2025-02-02,2025-02-20,2025-03-18,2026-02-15,891.17,98.47,12,Monthly,Wedding,Male,03-Jun-1995,Divorced,,Agriculture,7,268.73,0,Savings,OneMoney,Mashonaland_East MDW7993,3,2025-11-11,2025-11-25,2026-01-05,2027-11-15,1257.35,18.28,24,Monthly,,Male,05-Sep-2004,Single,,Informal_Sector,6,429.8,1,None,OneMoney,Mashonaland_East YFY9264,1,2025-03-21,2025-03-29,2025-05-02,2025-09-25,1363.99,14.13,6,Monthly,Working_Capital,Female,01-Feb-2001,Married,6,Agriculture,26,,3,Property,Cash,Harare MFA0286,0,2025-03-06,2025-03-10,2025-04-18,2026-03-05,3248.23,107.05,12,Monthly,Home_Improvement,Female,10-Oct-1991,Married,3,Government,21,612.49,0,Livestock,Bank_Transfer,Midlands TRX1943,4,2025-04-12,2025-04-19,2025-05-18,2027-04-09,4551.62,18.71,24,Monthly,Equipment,Male,05-Feb-1994,Divorced,3,Construction,65,165.64,1,Savings,EcoCash,Masvingo AVG8200,4,2025-06-15,2025-06-19,2025-08-02,2028-06-03,6205.64,16.11,36,Monthly,Equipment,Female,31-May-1977,Married,3,Retail_Trade,,331.28,2,Livestock,EcoCash,Manicaland ZFJ3116,4,2025-03-14,2025-03-27,2025-04-23,2029-03-06,3110.1,,48,Monthly,Home_Improvement,Female,05-Jun-1982,Married,4,Informal_Sector,9,181.32,3,None,OneMoney,Manicaland DKB8692,2,2026-01-15,2026-02-03,2026-03-13,2027-01-29,1656.87,91.22,12,Monthly,Farming_Inputs,Male,08-Aug-1996,,2,Agriculture,59,150.73,5,Property,EcoCash,Manicaland JEE2838,3,2025-10-04,2025-10-07,2025-11-05,2026-10-02,1291.31,15.61,12,Monthly,Debt_Consolidation,Female,19-Jul-1971,Married,6,Healthcare,42,509.07,0,Property,EcoCash,Midlands EED4838,3,2025-12-15,2025-12-21,2026-02-02,2026-12-16,566.79,13.96,12,Monthly,Medical,Male,09-Apr-1966,Divorced,1,Retail_Trade,65,197.98,1,Guarantor,Cash,Manicaland BPP1288,3,2025-12-15,2025-12-25,2026-02-01,2026-12-20,1689.16,19.68,12,Monthly,Rent,Male,20-Apr-1989,Single,1,Government,,348.5,2,Guarantor,Cash,Harare DOW2822,4,2025-06-25,2025-07-07,2025-08-01,2029-06-16,8197.23,19.53,48,Monthly,Vehicle,Male,18-Nov-2000,Single,3,Informal_Sector,27,233.72,1,,EcoCash,Harare NQI7015,1,2025-06-27,2025-07-10,2025-08-22,2026-07-05,1236.81,16.34,12,Monthly,Stock_Purchase,Male,26-Dec-1982,Married,1,Informal_Sector,11,150.56,0,,Cash,Harare ARJ1652,0,2025-04-26,2025-05-06,2025-06-20,2026-05-01,2786.83,125.01,12,Monthly,Equipment,Male,07-Jan-1967,Single,4,Informal_Sector,17,556.07,1,Savings,Bank_Transfer,Mashonaland_West MKV9833,2,2025-11-01,2025-11-11,2025-12-10,2027-11-01,2363.06,117.29,24,Monthly,Farming_Inputs,Female,03-May-1982,Married,,Informal_Sector,10,248.74,5,Property,Bank_Transfer,Harare BAG5364,4,2026-02-11,2026-02-12,2026-03-23,2029-01-27,12691.97,103.98,36,Monthly,Equipment,Male,13-Aug-1995,Married,2,Transport,36,878.52,2,None,Cash,Manicaland QLK0972,2,2025-11-15,2025-11-21,2025-12-27,2026-08-18,23544.37,112.15,9,Weekly,Equipment,Female,01-Mar-1983,Married,6,Mining,27,1670.11,0,Property,Bank_Transfer,Mashonaland_West QBM3534,2,2025-10-22,2025-11-02,2025-11-28,2027-10-23,3521.51,82.79,24,Weekly,Farming_Inputs,Male,02-Jul-1981,Married,,Government,100,431.86,2,,EcoCash,Harare XXO5042,2,2025-06-22,2025-06-26,2025-08-02,2026-03-23,4314.64,11.36,9,Monthly,Livestock,Male,21-Nov-1990,,2,Education,147,467.57,0,Livestock,OneMoney,Harare BWD4481,4,2025-06-10,2025-06-21,2025-07-19,2027-06-11,4730.39,19.66,24,Monthly,Vehicle,Male,31-Mar-1966,Single,7,Agriculture,63,291.38,0,Livestock,EcoCash,Mashonaland_West DUE1526,0,2025-03-22,2025-03-23,2025-04-26,2026-03-18,4244.82,,12,Monthly,Vehicle,Male,20-Nov-1970,Divorced,6,Education,96,601.14,2,Vehicle,Bank_Transfer,Harare CNP6504,0,2025-06-23,2025-07-01,2025-08-13,2027-06-21,2034.95,17.17,24,Bi-Weekly,Rent,Female,19-Nov-2006,Single,2,Manufacturing,8,438.99,4,Vehicle,EcoCash,Midlands UDL7915,1,2026-01-27,2026-01-31,2026-03-10,2029-01-15,13032.67,90.9,36,Monthly,Equipment,Female,06-Apr-1995,,3,Healthcare,40,536.19,1,Property,EcoCash,Matabeleland_South CTQ7672,1,2025-08-07,2025-08-19,2025-09-21,2027-02-10,3758.03,13.87,18,Monthly,Stock_Purchase,Female,15-Feb-2006,Single,2,Informal_Sector,22,349.67,0,Livestock,EcoCash,Manicaland EQY5043,1,2025-02-08,2025-02-19,2025-03-19,2028-02-04,10024.58,112.01,36,Monthly,Business_Expansion,Male,13-Mar-1996,Single,0,Government,74,661.13,1,Property,InnBucks,Harare RLZ1107,0,2025-05-25,2025-05-28,2025-07-06,2025-08-26,8358.66,116.36,3,Weekly,Medical,Male,07-Sep-2003,Single,,Finance,,1702.83,0,Vehicle,Bank_Transfer,Harare DXK7889,4,2025-07-19,2025-07-28,2025-08-28,2027-07-18,16524.35,88.34,24,Monthly,Home_Improvement,Male,13-Nov-1997,Single,3,Informal_Sector,4,431.96,6,Vehicle,EcoCash,Manicaland HOS6888,0,2025-12-22,2026-01-05,2026-02-13,2026-12-31,5198.5,110.2,12,Monthly,Personal,Male,20-Sep-1994,Married,1,Finance,50,1061.59,0,Property,Bank_Transfer,Masvingo WFP2253,2,2026-02-02,2026-02-17,2026-04-03,2027-02-12,3270.65,97.46,12,Monthly,Livestock,Male,03-Jun-2005,Single,1,Retail_Trade,17,,3,Vehicle,InnBucks,Harare ABK1979,0,2026-01-01,2026-01-02,2026-02-12,2026-12-28,6353.81,90.58,12,Monthly,Livestock,Male,20-Feb-1987,Divorced,4,Telecom,,2096.09,0,Savings,Bank_Transfer,Mashonaland_West NSB9683,2,2026-02-07,2026-02-24,2026-03-28,2027-02-19,12517.22,88.55,12,Monthly,Working_Capital,Male,28-Mar-1983,Divorced,4,Mining,73,1796.71,1,None,EcoCash,Manicaland GQZ2156,3,2025-10-07,2025-10-14,2025-11-09,2026-10-09,947.18,95.52,12,Monthly,School_Fees,Female,05-May-1970,Married,4,,24,324.26,2,Guarantor,InnBucks,Mashonaland_West TNP6583,0,2025-03-22,2025-03-25,2025-04-28,2027-03-15,1894.9,16.09,24,Monthly,Funeral,Male,09-Jan-1982,Married,6,Informal_Sector,32,220.26,3,,Bank_Transfer,Harare UNX8157,1,2025-10-20,2025-11-01,2025-12-10,2026-04-30,11891.69,115.08,6,Monthly,Business_Expansion,Male,14-Nov-1983,Married,4,Government,129,523.98,2,None,Bank_Transfer,Manicaland OPH9058,1,2025-04-06,2025-04-22,2025-05-27,2027-04-12,878.86,101.21,24,Monthly,Working_Capital,Female,21-Dec-1998,Married,,Informal_Sector,24,92.92,0,None,EcoCash,Matabeleland_South ARA1083,5,2025-01-03,2025-01-09,2025-02-12,2025-03-10,70.35,121.3,2,Weekly,Rent,Female,23-Mar-1962,Married,4,Agriculture,90,97.99,3,None,OneMoney,Harare CPR3859,1,2025-06-10,2025-06-29,2025-07-25,2026-06-24,6740.12,13.96,12,Monthly,Business_Expansion,Female,23-Aug-1997,Single,2,Government,45,446.87,0,Livestock,OneMoney,Matabeleland_North DIT8983,0,2025-08-24,2025-09-12,2025-10-17,2025-12-11,3547.96,165.11,3,Monthly,Wedding,Male,01-Apr-1997,Married,6,Government,43,991.39,0,None,Bank_Transfer,Bulawayo JXX4274,0,2025-01-01,2025-01-15,2025-02-26,2026-07-09,902.07,15.93,18,Monthly,Personal,Male,07-Jul-1986,Married,2,Informal_Sector,,257.49,0,Savings,Bank_Transfer,Bulawayo DGQ2285,0,2025-07-19,2025-07-23,2025-08-22,2026-07-18,4006.78,123.99,12,Monthly,Business_Expansion,Male,19-Nov-1973,Divorced,3,Informal_Sector,25,525.23,3,None,Cash,Mashonaland_West TEO4197,1,2025-04-03,2025-04-07,2025-05-21,2028-03-22,1777.92,122.3,36,Monthly,Business_Expansion,Male,15-Apr-1973,Divorced,3,Government,19,316.8,1,None,Bank_Transfer,Harare VLS2232,5,2025-02-01,2025-02-05,2025-03-08,2025-08-04,1051.12,131.39,6,Weekly,Rent,Female,19-Feb-1994,Divorced,4,Education,100,644.74,1,Guarantor,EcoCash,Bulawayo VSL3471,2,2026-02-05,2026-02-24,2026-04-05,2027-08-18,14251.02,75.32,18,Monthly,Livestock,Male,28-May-1986,Married,5,NGO,77,895.04,1,Guarantor,Cash,Manicaland VKV3009,1,2025-10-16,2025-10-24,2025-11-28,2026-04-22,12163.45,99.04,6,Monthly,Working_Capital,Male,24-Jan-1960,Married,,Transport,75,793.27,4,Property,OneMoney,Mashonaland_West VQG9824,0,2025-02-04,2025-02-05,2025-03-07,2026-01-31,1510.76,122.31,12,Monthly,Equipment,Male,20-Oct-1970,Married,3,Education,79,,3,Savings,EcoCash,Mashonaland_West UDZ0523,1,2025-01-01,2025-01-12,2025-02-20,2026-07-06,7853.49,102.6,18,Monthly,Business_Expansion,Male,04-Apr-1994,,1,Transport,,416.06,1,Guarantor,InnBucks,Manicaland RTZ3365,4,2025-04-10,2025-04-19,2025-05-28,2026-10-11,10673.4,18.93,18,Monthly,Vehicle,Female,20-Feb-1975,Married,0,Government,154,714.78,0,Property,Bank_Transfer,Harare DUM4265,2,2025-06-18,2025-07-05,2025-08-05,2026-12-27,5584.19,15.0,18,Monthly,Farming_Inputs,Male,23-Feb-1980,Married,5,Mining,71,413.97,0,None,EcoCash,Midlands OCW4594,1,2026-01-26,2026-02-05,2026-03-08,2027-01-31,7070.75,83.63,12,Monthly,Business_Expansion,,21-Feb-1992,Married,5,Construction,,528.38,6,Property,Bank_Transfer,Mashonaland_East PNY3340,0,2025-04-25,2025-04-30,2025-05-28,2026-04-25,683.6,110.97,12,Weekly,Wedding,Male,31-May-1991,Married,1,Informal_Sector,25,262.32,1,None,Cash,Manicaland TKO2407,1,2025-09-27,2025-10-02,2025-11-12,2027-09-22,14648.91,99.02,24,Monthly,Business_Expansion,Female,22-Feb-1991,Married,0,Retail_Trade,26,519.74,1,Savings,Bank_Transfer,Harare RBK7640,0,2025-08-05,2025-08-23,2025-10-02,2026-02-19,5031.33,13.14,6,Monthly,,Female,08-Mar-1996,Married,1,Education,104,564.94,3,Savings,Bank_Transfer,Bulawayo VWO0656,3,2026-02-16,2026-02-28,2026-03-28,2027-02-23,1235.49,13.5,12,Bi-Weekly,Debt_Consolidation,Male,28-Jul-1997,Married,5,,44,514.03,4,Guarantor,Cash,Mashonaland_Central PVH8216,4,2025-04-07,2025-04-15,2025-05-22,2027-04-05,9227.14,13.06,24,Bi-Weekly,Home_Improvement,Male,25-Jan-2004,Married,1,Government,31,655.4,1,Guarantor,Bank_Transfer,Harare PFV6207,5,2025-12-26,2026-01-10,2026-02-19,2026-03-11,688.48,168.95,2,Weekly,Rent,Female,29-Jan-2004,Married,0,Retail_Trade,23,796.58,1,None,Cash,Manicaland ARD6927,1,2025-09-29,2025-09-30,2025-10-26,2028-09-14,1625.71,14.16,36,Monthly,Stock_Purchase,Male,11-Jan-1996,Married,2,Informal_Sector,28,89.17,3,None,EcoCash,Matabeleland_North BXX3179,4,2025-05-17,2025-06-07,2025-07-10,2027-05-28,21221.85,18.69,24,Bi-Weekly,Vehicle,Male,01-Feb-1964,Widowed,6,Telecom,37,1728.02,1,Property,EcoCash,Bulawayo EJA6722,4,2025-03-23,2025-04-04,2025-04-28,2027-03-25,16577.31,16.58,24,Monthly,Vehicle,Male,12-Sep-1996,Married,2,Government,60,757.96,0,None,InnBucks,Harare RKB7690,1,2025-06-16,2025-06-30,2025-07-27,2028-06-14,4095.05,114.64,36,Weekly,Business_Expansion,Male,12-May-1960,Single,,Retail_Trade,76,298.73,2,None,Cash,Harare GSU7345,0,2025-02-21,2025-03-03,2025-04-17,2026-02-26,388.11,120.95,12,Monthly,Stock_Purchase,Male,05-Nov-1966,Married,2,Informal_Sector,42,126.36,2,Guarantor,Bank_Transfer,Harare MTF6536,4,2025-04-10,2025-04-14,2025-05-18,2027-04-04,20730.08,13.78,24,Bi-Weekly,Equipment,Female,19-Feb-1968,Married,4,Education,28,664.68,4,Property,EcoCash,Harare EEK1731,0,2025-06-07,2025-06-23,2025-07-21,2026-06-18,8982.4,144.65,12,Monthly,Farming_Inputs,Male,24-May-1990,Single,,Mining,,1733.88,0,None,EcoCash,Bulawayo XKE2034,2,2025-11-22,2025-12-07,2026-01-12,2026-09-03,2104.73,11.51,9,Monthly,Working_Capital,Female,30-Sep-1986,Divorced,0,Agriculture,53,231.64,2,Livestock,EcoCash,Mashonaland_East XFZ4451,0,2025-04-08,2025-04-15,2025-05-28,2025-07-14,2046.0,139.65,3,Monthly,Wedding,Female,25-Jun-1972,Divorced,4,Manufacturing,166,336.83,2,None,Bank_Transfer,Harare DNV7450,3,2025-03-24,2025-04-06,2025-05-16,2027-03-27,822.04,14.33,24,Monthly,School_Fees,Male,12-Oct-1983,Widowed,0,Education,98,421.88,3,Guarantor,EcoCash,Mashonaland_Central DBM7804,1,2025-07-21,2025-08-07,2025-09-13,2027-07-28,8043.49,93.28,24,Weekly,Business_Expansion,Male,18-Jan-1983,Married,2,Healthcare,61,695.89,5,Property,EcoCash,Mashonaland_West OSN2115,0,2025-03-30,2025-04-10,2025-05-23,2027-03-31,1460.97,129.76,24,Monthly,Personal,Male,13-Jul-1968,Divorced,3,Government,124,319.23,6,None,Bank_Transfer,Bulawayo DIE2462,5,2025-07-08,2025-07-22,2025-08-16,2025-08-21,1080.29,177.14,1,Bi-Weekly,Personal,Female,25-Jun-1997,Married,1,Mining,84,,1,None,Bank_Transfer,Masvingo NCR1938,0,2025-05-10,2025-05-21,2025-06-21,2026-05-16,7068.82,84.82,12,Monthly,Home_Improvement,Male,08-Jan-1985,Married,3,Healthcare,74,1079.33,3,None,Bank_Transfer,Midlands SLI3385,5,2025-09-03,2025-09-18,2025-10-17,2026-03-17,258.19,166.72,6,Monthly,Personal,Female,17-Jun-1975,Married,4,Agriculture,94,158.48,0,Property,EcoCash,Bulawayo IMV6618,2,2025-03-19,2025-03-23,2025-05-03,2026-03-18,7745.99,108.15,12,Monthly,,Female,10-Nov-1982,Married,6,Informal_Sector,16,563.24,0,Guarantor,InnBucks,Matabeleland_North MWI9236,0,2025-03-02,2025-03-17,2025-04-14,2026-03-12,3513.13,16.78,12,Monthly,Stock_Purchase,Male,02-Feb-1962,Married,4,NGO,134,695.51,2,None,InnBucks,Masvingo CPZ7415,2,2025-02-25,2025-03-06,2025-04-11,2026-03-01,2201.33,114.71,12,Bi-Weekly,Farming_Inputs,Female,15-Sep-1990,Married,3,Informal_Sector,19,444.72,2,Livestock,Cash,Manicaland GVA3046,1,2025-04-01,2025-04-14,2025-05-09,2028-03-29,11591.45,14.6,36,Monthly,Business_Expansion,Male,06-Jan-1992,Married,3,Construction,108,521.93,4,Savings,EcoCash,Bulawayo VCF7450,1,2025-03-09,2025-03-29,2025-05-07,2027-03-19,7401.83,94.35,24,Bi-Weekly,Business_Expansion,Female,14-Dec-1994,Married,4,Government,79,615.48,2,Property,EcoCash,Bulawayo RWR5955,0,2025-05-03,2025-05-14,2025-06-25,2025-11-10,728.04,143.92,6,Monthly,Medical,Male,28-Apr-1993,Married,3,Agriculture,56,149.94,1,None,Cash,Masvingo UNR6482,4,2025-07-03,2025-07-17,2025-08-12,2028-07-01,6040.73,17.67,36,Monthly,Vehicle,Male,16-Mar-1969,Widowed,5,Informal_Sector,29,271.54,2,Property,EcoCash,Manicaland ZSW6504,1,2025-10-21,2025-10-23,2025-11-23,2026-10-18,7087.36,124.05,12,Monthly,Stock_Purchase,Male,10-Feb-1982,Married,5,Retail_Trade,41,738.6,1,Property,Bank_Transfer,Mashonaland_West WHF7797,3,2025-07-09,2025-07-17,2025-08-12,2026-07-12,922.32,15.46,12,Monthly,School_Fees,Male,22-Jun-1999,Married,0,Construction,23,,0,Property,Bank_Transfer,Harare JRZ1587,1,2025-12-14,2025-12-18,2026-01-17,2026-06-16,10225.73,10.93,6,Bi-Weekly,Working_Capital,Male,02-Dec-2003,Single,0,Education,23,639.07,0,Savings,Cash,Mashonaland_Central WKN1856,0,2025-12-13,2025-12-22,2026-01-23,2027-06-15,467.24,111.09,18,Monthly,Business_Expansion,Male,22-Mar-1963,Married,4,Informal_Sector,43,72.52,3,Savings,EcoCash,Midlands OKO5198,1,2025-09-12,2025-09-24,2025-11-05,2026-09-19,1240.85,14.87,12,Weekly,Working_Capital,Male,14-Oct-1982,Married,2,Informal_Sector,39,78.46,1,Property,EcoCash,Matabeleland_North ZOF6714,5,2025-08-17,2025-08-23,2025-10-05,2026-02-19,765.14,144.0,6,Weekly,Personal,Male,20-Apr-1983,Divorced,6,,87,,1,Vehicle,EcoCash,Mashonaland_East HOV1633,0,2025-10-05,2025-10-10,2025-11-24,2027-04-03,2342.77,119.91,18,Monthly,Stock_Purchase,Male,18-Jan-1975,Married,7,Construction,69,525.61,0,None,EcoCash,Harare HHL8001,0,2025-04-20,2025-05-05,2025-06-14,2026-04-30,1715.91,16.0,12,Monthly,Working_Capital,Male,20-Jun-1984,Married,4,Telecom,48,,0,Property,OneMoney,Midlands KSC5408,1,2025-08-06,2025-08-10,2025-09-21,2026-08-05,3201.67,11.81,12,Monthly,Working_Capital,Female,27-Jul-1985,Married,4,Transport,92,276.37,1,None,EcoCash,Mashonaland_East RVG8305,0,2025-03-04,2025-03-22,2025-04-26,2026-09-13,1276.36,141.76,18,Monthly,Home_Improvement,Male,09-Apr-1992,Single,4,Informal_Sector,17,339.0,5,None,OneMoney,Harare PXV8041,0,2025-12-18,2025-12-28,2026-01-28,2027-06-21,1519.64,108.87,18,Weekly,Personal,Female,09-Jul-1966,Married,7,Retail_Trade,54,704.01,1,None,Cash,Mashonaland_East JCG5205,1,2025-01-22,2025-01-29,2025-03-03,2028-01-14,5518.58,15.51,36,Bi-Weekly,Equipment,Female,04-Dec-1972,Married,2,Government,144,361.03,1,Vehicle,EcoCash,Midlands EWG3114,1,2025-05-24,2025-05-30,2025-07-11,2026-05-25,13616.89,83.39,12,Monthly,Working_Capital,Male,24-Feb-1969,Married,,Construction,126,527.79,2,Property,EcoCash,Bulawayo AWF8804,4,2025-10-18,2025-10-22,2025-11-22,2027-10-12,17239.41,94.03,24,Monthly,Home_Improvement,Female,14-Jun-1992,Married,1,Government,35,812.75,2,Vehicle,InnBucks,Matabeleland_North MRI9171,1,2025-08-29,2025-09-02,2025-10-09,2028-08-17,5507.07,121.63,36,Weekly,Business_Expansion,Female,13-Apr-1985,Married,4,Retail_Trade,92,638.44,0,Savings,EcoCash,Mashonaland_Central BES4026,1,2025-03-22,2025-04-04,2025-05-07,2025-10-01,2130.98,11.37,6,Monthly,Stock_Purchase,Male,04-Feb-1964,Divorced,4,Manufacturing,28,199.48,1,Property,Bank_Transfer,Harare PWB2790,0,2026-01-20,2026-02-10,2026-03-19,2027-08-04,10883.59,122.2,18,Weekly,Funeral,Male,12-May-1987,Married,0,Finance,18,2444.69,2,None,Bank_Transfer,Harare MKZ4027,2,2025-04-18,2025-04-29,2025-05-28,2026-01-24,7655.36,87.83,9,Monthly,,Male,23-Jul-1981,Married,2,Healthcare,51,760.31,5,None,EcoCash,Mashonaland_West YRJ8304,3,2025-10-18,2025-11-04,2025-12-04,2026-10-30,475.5,15.52,12,Monthly,Personal,Male,09-Nov-1973,Widowed,7,,129,262.89,3,None,Cash,Mashonaland_West BJE4168,3,2025-05-31,2025-06-07,2025-07-21,2026-11-29,666.21,12.75,18,Monthly,Personal,Male,29-Apr-1995,Single,2,Informal_Sector,14,170.68,2,Guarantor,Bank_Transfer,Harare WJI4276,1,2025-09-12,2025-09-16,2025-10-20,2027-03-10,15101.0,112.65,18,Monthly,Equipment,Male,03-Jun-1994,Married,3,NGO,60,,2,Vehicle,Bank_Transfer,Harare SMG2272,1,2025-03-22,2025-04-01,2025-05-16,2026-09-23,7890.6,108.95,18,Monthly,Stock_Purchase,Female,10-Apr-1967,Married,3,Retail_Trade,75,648.4,3,Savings,Bank_Transfer,Harare SBB1777,3,2025-11-21,2025-12-03,2026-01-06,2026-06-01,671.27,85.55,6,Monthly,Personal,Female,14-Jun-1970,Divorced,5,Education,29,183.77,0,Guarantor,InnBucks,Manicaland PQK3153,0,2025-05-31,2025-06-21,2025-07-19,2026-06-16,2143.88,19.44,12,Monthly,Vehicle,Male,03-Apr-2004,Married,,Retail_Trade,15,363.8,2,None,Bank_Transfer,Harare EDF5544,2,2025-08-27,2025-09-05,2025-10-05,2026-08-31,4173.59,108.62,12,Monthly,Equipment,Female,11-May-1980,Married,1,Retail_Trade,57,371.45,5,Livestock,Bank_Transfer,Mashonaland_East NWV3159,0,2025-02-08,2025-02-17,2025-03-28,2025-08-16,1148.35,141.53,6,Monthly,School_Fees,Male,12-Jun-1965,Widowed,8,Education,97,447.46,0,None,EcoCash,Mashonaland_East OPH4418,2,2025-06-05,2025-06-20,2025-07-27,2026-06-15,3583.09,15.03,12,Monthly,Farming_Inputs,Male,02-Nov-1991,Married,4,Informal_Sector,20,511.78,1,Guarantor,EcoCash,Mashonaland_West UVX1686,4,2025-10-29,2025-10-31,2025-12-06,2028-10-15,10069.5,87.21,36,Weekly,Equipment,Female,03-Sep-1996,Married,4,Agriculture,29,434.21,1,Property,InnBucks,Midlands LTL4424,1,2025-01-08,2025-01-12,2025-02-21,2025-07-11,8642.75,92.6,6,Monthly,Working_Capital,Male,02-Aug-1983,Married,7,Manufacturing,94,454.43,1,Vehicle,InnBucks,Bulawayo HTP9675,3,2025-09-29,2025-10-13,2025-11-22,2027-04-06,1355.44,14.2,18,Monthly,Rent,Female,09-Dec-1978,Widowed,1,Retail_Trade,51,409.43,0,Guarantor,Bank_Transfer,Manicaland JHE5718,1,2025-02-11,2025-02-24,2025-03-28,2027-02-14,2396.48,99.03,24,Monthly,Stock_Purchase,Male,01-May-2003,Single,0,Agriculture,35,,0,Savings,EcoCash,Bulawayo QWF4463,5,2025-10-01,2025-10-19,2025-11-16,2026-01-17,497.11,144.26,3,Bi-Weekly,Funeral,Male,03-Dec-1995,Single,6,NGO,87,868.86,1,Property,Cash,Masvingo UFC9328,0,2025-04-08,2025-04-16,2025-05-11,2025-07-15,3007.78,17.97,3,Monthly,Vehicle,Male,28-Oct-1986,Married,,,39,938.52,2,Vehicle,Cash,Manicaland QWG8477,2,2025-03-28,2025-04-14,2025-05-20,2026-04-09,2832.44,100.23,12,Weekly,Working_Capital,Male,20-Jan-1991,Single,3,Informal_Sector,10,437.69,1,None,Bank_Transfer,Mashonaland_East FLU7651,2,2025-02-17,2025-02-18,2025-03-28,2025-08-17,8148.47,11.0,6,Monthly,Farming_Inputs,Female,29-Oct-1960,Single,6,Manufacturing,53,480.74,4,Livestock,EcoCash,Midlands HML6971,3,2025-01-27,2025-02-05,2025-03-20,2027-01-26,218.35,15.45,24,Weekly,,Male,25-Aug-1994,Married,1,Agriculture,61,,3,Guarantor,Bank_Transfer,Mashonaland_East JCO8536,3,2024-12-26,2025-01-06,2025-02-16,2025-07-05,2852.76,16.79,6,Bi-Weekly,Rent,Female,25-Jul-1975,Divorced,3,Government,151,787.39,1,None,Cash,Mashonaland_West VJR7001,5,2025-03-06,2025-03-07,2025-04-05,2025-04-06,619.31,156.12,1,Bi-Weekly,Medical,Female,05-Sep-1992,Married,2,Education,125,471.9,3,None,Cash,Harare HKE7026,1,2025-06-13,2025-07-02,2025-08-15,2026-06-27,3882.91,14.7,12,Monthly,Stock_Purchase,Female,09-Jun-1995,Divorced,5,Government,86,448.66,2,Guarantor,EcoCash,Masvingo NAZ5847,2,2025-09-06,2025-09-16,2025-10-15,2026-03-15,8304.25,109.19,6,Monthly,Farming_Inputs,Male,10-Mar-1983,Widowed,1,Retail_Trade,136,1064.05,1,Property,EcoCash,Masvingo DLH1235,2,2025-07-20,2025-08-08,2025-09-02,2027-07-29,7356.32,106.48,24,Monthly,Livestock,Male,09-Dec-1994,Single,2,Mining,73,,1,None,EcoCash,Mashonaland_East VWC1889,3,2025-05-25,2025-05-28,2025-06-26,2025-11-24,239.56,94.99,6,Monthly,Personal,Male,17-Jan-1974,Divorced,6,Informal_Sector,28,168.66,0,Property,Bank_Transfer,Midlands LQG2414,3,2025-11-06,2025-11-11,2025-12-26,2026-11-06,2603.93,16.6,12,Monthly,Personal,Male,02-Jul-1984,Married,8,Retail_Trade,43,,3,Guarantor,Bank_Transfer,Mashonaland_West BTP3447,0,2025-07-23,2025-08-12,2025-09-10,2026-02-08,2231.27,17.15,6,Weekly,Business_Expansion,Male,13-Aug-2006,Single,,Telecom,19,,0,None,Cash,Masvingo NIH2856,2,2025-11-08,2025-11-11,2025-12-17,2027-11-01,2395.23,132.37,24,Monthly,Farming_Inputs,Female,04-Aug-1997,Single,4,Informal_Sector,9,213.27,0,Guarantor,Bank_Transfer,Midlands OFF1083,1,2025-01-01,2025-01-03,2025-02-07,2025-12-29,15718.12,114.11,12,Monthly,Equipment,Male,22-Oct-1964,Married,7,Mining,52,786.03,7,Property,EcoCash,Bulawayo ZQA8799,1,2025-10-15,2025-11-02,2025-12-13,2026-10-28,2242.19,99.94,12,Bi-Weekly,Business_Expansion,Female,25-Feb-1964,Married,0,Education,2,285.43,0,None,Bank_Transfer,Bulawayo IJK6751,0,2025-04-16,2025-04-24,2025-06-02,2026-10-16,595.28,116.15,18,Monthly,Funeral,Male,28-Feb-1995,Divorced,3,Transport,101,177.51,3,Vehicle,EcoCash,Bulawayo BOB6176,5,2026-02-10,2026-02-12,2026-03-28,2026-08-11,276.78,175.63,6,Monthly,Funeral,Male,16-Sep-1984,Married,4,Retail_Trade,62,212.79,1,Vehicle,EcoCash,Manicaland XFP3339,2,2025-07-26,2025-08-08,2025-09-15,2026-05-05,6596.89,107.62,9,Monthly,Equipment,Male,18-Nov-1974,Widowed,5,Healthcare,93,564.99,0,Savings,EcoCash,Harare TAS3348,3,2025-01-16,2025-01-28,2025-02-28,2026-07-22,4374.17,14.83,18,Monthly,Debt_Consolidation,Male,11-Apr-1963,Married,6,Telecom,54,,1,None,EcoCash,Harare BHN6210,0,2025-08-31,2025-09-13,2025-10-25,2026-03-12,2045.91,149.22,6,Monthly,Rent,Male,21-Nov-1996,Married,4,,93,,3,None,EcoCash,Harare GNW5149,2,2025-10-29,2025-11-08,2025-12-08,2026-11-03,2457.51,67.4,12,Monthly,Farming_Inputs,Female,13-Sep-1995,Single,3,Agriculture,25,330.88,0,Livestock,Bank_Transfer,Mashonaland_Central VVH8291,0,2025-01-31,2025-02-07,2025-03-18,2025-08-06,1368.23,101.99,6,Monthly,Stock_Purchase,Male,06-Mar-1995,Single,2,Manufacturing,3,391.36,3,Guarantor,Bank_Transfer,Bulawayo HVW6558,0,2025-11-16,2025-11-30,2025-12-26,2027-05-24,3322.06,105.1,18,Monthly,Rent,Female,17-Nov-1978,Married,,Transport,37,567.22,2,None,EcoCash,Harare LHP6615,4,2025-11-13,2025-11-25,2026-01-07,2028-11-09,5751.18,15.98,36,Bi-Weekly,Equipment,Female,05-Jun-1991,Married,3,Retail_Trade,69,354.18,1,None,Bank_Transfer,Harare RNJ4226,2,2025-03-05,2025-03-17,2025-04-20,2027-03-07,4607.94,130.71,24,Weekly,Farming_Inputs,Male,26-Jun-1984,Divorced,2,Agriculture,74,445.13,2,None,Bank_Transfer,Mashonaland_Central IZN2011,3,2025-09-21,2025-10-04,2025-11-04,2026-04-02,4455.54,13.15,6,Monthly,School_Fees,Male,06-Jul-1971,Married,0,Telecom,152,945.09,1,Savings,Bank_Transfer,Masvingo SLM7035,2,2025-09-26,2025-10-02,2025-11-13,2026-09-27,2142.78,82.92,12,Monthly,Farming_Inputs,Female,02-Jul-1991,Single,4,Transport,66,399.96,2,Property,OneMoney,Bulawayo XQJ1139,3,2025-05-14,2025-06-04,2025-07-04,2025-12-01,922.66,13.45,6,Bi-Weekly,Rent,Female,12-Sep-1964,Widowed,7,Agriculture,81,251.45,4,Guarantor,Cash,Harare AMJ0335,0,2026-02-21,2026-02-25,2026-04-09,2027-08-19,782.25,151.02,18,Monthly,Home_Improvement,Female,06-Feb-1998,Divorced,0,Informal_Sector,38,,1,Guarantor,EcoCash,Mashonaland_West SIB3087,0,2025-05-11,2025-05-21,2025-06-21,2025-08-19,1925.64,84.45,3,Bi-Weekly,Business_Expansion,Male,12-Aug-1980,Married,3,Agriculture,41,414.46,2,Guarantor,OneMoney,Mashonaland_West NLJ4328,0,2025-06-06,2025-06-07,2025-07-10,2026-11-29,3118.34,17.53,18,Monthly,Home_Improvement,Female,01-Dec-1986,Married,4,Mining,40,842.11,2,None,EcoCash,Midlands LUL8746,2,2025-12-17,2026-01-05,2026-02-09,2027-12-26,23438.0,88.74,24,Monthly,Working_Capital,Male,14-Jun-1964,Divorced,1,Telecom,46,1891.36,2,Livestock,Bank_Transfer,Midlands XTZ0050,0,2026-01-05,2026-01-20,2026-02-21,2026-04-20,1898.84,134.24,3,Monthly,Wedding,Male,14-Aug-1982,Married,,Healthcare,51,715.69,4,Vehicle,InnBucks,Harare JVQ0976,0,2025-03-26,2025-03-30,2025-04-28,2026-03-25,5593.41,137.45,12,Monthly,Medical,Female,02-Oct-1998,Single,2,Government,73,814.88,3,Property,Bank_Transfer,Harare ELW9308,0,2025-12-30,2026-01-08,2026-02-06,2027-07-02,4665.25,14.53,18,Monthly,Funeral,Male,24-Jun-1986,Married,5,Healthcare,52,994.77,3,None,Bank_Transfer,Bulawayo QYH1973,0,2026-01-03,2026-01-15,2026-02-18,2026-07-14,3142.3,138.15,6,Monthly,School_Fees,Female,28-Aug-1993,Married,,NGO,,,0,None,InnBucks,Harare AAL6035,0,2025-06-03,2025-06-18,2025-07-20,2025-12-15,1591.39,17.21,6,Monthly,Personal,Male,04-Jun-1967,Married,6,Education,72,279.5,3,Savings,EcoCash,Harare EQI6267,3,2025-08-18,2025-09-01,2025-09-28,2026-08-27,776.83,15.77,12,Bi-Weekly,,Female,27-Oct-1995,Married,5,Agriculture,,313.66,5,Savings,OneMoney,Mashonaland_Central ZNO8211,0,2025-04-11,2025-04-19,2025-06-02,2025-10-16,327.69,16.28,6,Monthly,Working_Capital,Female,08-Mar-1988,Married,1,Agriculture,83,252.93,2,Savings,Bank_Transfer,Bulawayo DJG8036,0,2025-11-14,2025-11-22,2025-12-25,2026-11-17,884.44,15.52,12,Monthly,Working_Capital,Male,07-Jan-1963,Widowed,4,Agriculture,74,225.1,2,None,Bank_Transfer,Manicaland LMG4322,2,2025-12-16,2025-12-20,2026-02-01,2027-06-13,4201.74,86.76,18,Monthly,Farming_Inputs,Male,04-Oct-2002,Single,2,Education,15,716.78,1,Livestock,EcoCash,Mashonaland_Central ZRB5371,0,2025-07-15,2025-07-19,2025-08-17,2027-07-09,653.58,15.24,24,Monthly,Home_Improvement,Male,29-Mar-1981,Married,8,Education,138,232.3,0,None,Cash,Harare WPV2188,5,2025-08-14,2025-08-19,2025-09-26,2025-10-18,1056.96,124.67,2,Weekly,Medical,Male,14-Dec-1977,Divorced,4,Education,24,655.8,1,None,InnBucks,Mashonaland_East PAP5839,1,2026-02-12,2026-02-13,2026-03-15,2027-08-07,820.61,14.54,18,Bi-Weekly,Working_Capital,Male,20-Jun-2006,Single,1,Agriculture,15,138.16,3,Savings,OneMoney,Harare VXA5180,0,2025-03-23,2025-04-08,2025-05-11,2026-09-30,747.13,96.31,18,Monthly,Equipment,Male,09-Jul-1986,Married,4,Agriculture,92,294.94,0,Savings,Bank_Transfer,Harare GYS4742,2,2025-08-09,2025-08-24,2025-09-28,2026-08-19,5258.33,15.78,12,Monthly,Working_Capital,Male,03-Aug-1957,Married,2,Government,,397.95,3,Livestock,EcoCash,Mashonaland_West UTG8994,0,2026-02-04,2026-02-25,2026-04-05,2027-02-20,1495.65,16.18,12,Monthly,Livestock,Female,07-Jun-1978,Divorced,3,Agriculture,153,324.66,0,None,EcoCash,Mashonaland_East WZJ4218,1,2026-01-22,2026-01-26,2026-02-20,2026-07-25,5683.29,15.47,6,Monthly,Stock_Purchase,Male,28-May-1970,Married,2,Agriculture,115,344.76,0,Savings,Bank_Transfer,Mashonaland_Central MVR2420,3,2025-06-14,2025-07-02,2025-08-02,2026-06-27,2284.82,15.49,12,Weekly,Personal,Female,10-Jan-1994,Married,6,Transport,68,751.35,1,Guarantor,EcoCash,Mashonaland_East MRB5680,2,2025-08-28,2025-08-29,2025-10-08,2026-08-24,2095.59,16.2,12,Monthly,Livestock,Female,19-Jan-1962,Divorced,4,Informal_Sector,51,275.51,6,Property,OneMoney,Midlands WNO2118,1,2025-12-04,2025-12-12,2026-01-24,2026-12-07,8695.74,136.58,12,Monthly,Stock_Purchase,Female,09-Feb-2007,Married,2,Manufacturing,4,422.77,1,Property,Bank_Transfer,Mashonaland_East NGV3962,0,2025-01-27,2025-02-10,2025-03-24,2026-02-05,1098.24,16.1,12,Monthly,Home_Improvement,Male,15-Mar-1988,Married,3,Government,182,300.81,2,Savings,EcoCash,Masvingo HTR2914,1,2025-10-30,2025-11-08,2025-12-14,2028-10-23,4435.07,11.89,36,Monthly,Business_Expansion,Male,10-Nov-1982,Divorced,0,Agriculture,56,180.53,0,None,OneMoney,Masvingo PKM7354,0,2025-07-20,2025-08-09,2025-09-03,2026-02-05,1387.21,17.14,6,Weekly,Equipment,Female,30-Jan-1981,Married,7,Government,58,632.84,4,Savings,EcoCash,Harare UAL0916,1,2025-05-08,2025-05-25,2025-07-01,2027-05-15,5391.41,137.6,24,Weekly,Stock_Purchase,Male,28-Jan-1982,Married,7,,,505.64,1,None,Bank_Transfer,Harare TQM0482,0,2025-01-29,2025-02-01,2025-03-17,2025-07-31,4191.73,17.72,6,Monthly,Wedding,Female,14-Nov-1969,Widowed,0,Retail_Trade,71,528.99,0,None,EcoCash,Matabeleland_North ZIB0347,0,2025-01-26,2025-02-08,2025-03-16,2025-05-09,2211.5,120.44,3,Monthly,Rent,Female,06-Nov-1965,Married,0,NGO,21,844.9,0,Savings,EcoCash,Mashonaland_West UYN6870,1,2025-07-27,2025-08-15,2025-09-26,2027-08-05,2249.3,11.22,24,Monthly,Equipment,Male,29-Jan-2004,Widowed,2,Agriculture,10,125.88,2,Guarantor,Bank_Transfer,Mashonaland_Central GRT4611,0,2025-01-06,2025-01-22,2025-02-25,2026-01-17,568.46,138.54,12,Monthly,Working_Capital,Male,12-Mar-1980,Married,3,Informal_Sector,3,172.08,2,Vehicle,Cash,Masvingo XFY3621,1,2025-03-13,2025-03-22,2025-04-27,2025-09-18,2429.55,91.89,6,Bi-Weekly,Stock_Purchase,Female,14-Aug-1970,Married,7,Agriculture,107,146.7,1,None,Cash,Masvingo VFC2623,0,2026-01-16,2026-02-05,2026-03-22,2027-01-31,3046.38,153.03,12,Monthly,Working_Capital,Male,02-Aug-1992,Married,3,Manufacturing,109,357.93,0,Guarantor,Cash,Matabeleland_North WZF6184,0,2025-10-03,2025-10-16,2025-11-23,2027-10-06,3750.83,84.3,24,Monthly,Vehicle,Male,29-May-1992,Married,1,Retail_Trade,,,5,None,EcoCash,Midlands OOJ4678,1,2025-09-04,2025-09-09,2025-10-22,2026-09-04,7929.1,109.71,12,Monthly,Equipment,Male,17-Feb-1968,Widowed,6,Retail_Trade,91,427.85,3,Guarantor,EcoCash,Masvingo RJP5764,3,2025-10-29,2025-11-16,2025-12-12,2026-11-11,1053.28,11.2,12,Monthly,Debt_Consolidation,Male,21-Nov-1991,Single,,Informal_Sector,,247.96,1,Property,EcoCash,Harare AHZ8000,4,2025-02-22,2025-03-02,2025-04-07,2026-08-24,2221.61,83.03,18,Monthly,Vehicle,Male,23-Oct-1964,Divorced,2,Agriculture,137,240.54,4,,Bank_Transfer,Harare HDE0780,1,2025-05-28,2025-06-02,2025-07-10,2028-05-17,5569.02,11.19,36,Monthly,Business_Expansion,Female,06-May-1993,Married,,Government,138,578.35,1,None,Bank_Transfer,Matabeleland_South JLW1736,4,2025-11-25,2025-12-04,2026-01-01,2027-05-28,12526.82,20.36,18,Monthly,Vehicle,Female,24-Jul-1971,Divorced,6,Construction,16,447.86,0,None,OneMoney,Harare AWU2812,2,2026-01-22,2026-02-05,2026-03-19,2027-01-31,8922.78,98.1,12,Monthly,Equipment,Male,12-Dec-1991,Single,2,Retail_Trade,44,693.86,1,None,Cash,Manicaland AGX4063,4,2025-06-27,2025-07-11,2025-08-24,2029-06-20,5710.69,14.28,48,Weekly,Home_Improvement,Female,09-Mar-1978,Married,4,,,345.13,5,Vehicle,OneMoney,Midlands XCL3451,1,2025-12-05,2025-12-16,2026-01-11,2026-12-11,14513.16,126.24,12,Bi-Weekly,Business_Expansion,Female,26-Oct-2004,Single,2,Mining,27,977.68,1,Guarantor,InnBucks,Bulawayo OVB6800,2,2025-11-29,2025-12-08,2026-01-22,2026-06-06,3185.25,11.06,6,Monthly,Farming_Inputs,Male,24-Jun-1982,Widowed,3,Transport,75,558.36,2,Savings,EcoCash,Manicaland IXQ8744,4,2025-06-11,2025-06-19,2025-07-15,2028-06-03,4359.49,17.04,36,Weekly,Equipment,Female,08-Jul-1994,Married,5,Agriculture,62,373.27,1,,Bank_Transfer,Harare EZP3118,1,2025-09-22,2025-10-08,2025-11-15,2026-04-06,5521.34,98.88,6,Monthly,Stock_Purchase,Male,02-Oct-1972,Divorced,2,Transport,16,384.54,3,Property,Bank_Transfer,Mashonaland_West QWN0794,4,2025-10-09,2025-10-24,2025-11-28,2029-10-03,3992.59,20.01,48,Monthly,Equipment,Male,26-Jun-1983,Married,4,Agriculture,66,108.14,4,None,OneMoney,Mashonaland_West VEV4096,4,2025-12-24,2025-12-26,2026-01-22,2027-06-19,5351.3,95.66,18,Monthly,,Female,09-May-2003,Single,1,Education,,340.9,1,Property,EcoCash,Mashonaland_East VEU1076,1,2025-02-21,2025-03-03,2025-04-03,2025-08-30,9014.02,126.55,6,Monthly,,,04-Sep-2004,Single,1,Retail_Trade,26,453.39,2,Guarantor,Bank_Transfer,Mashonaland_West YDV5701,0,2025-05-22,2025-06-01,2025-06-26,2025-08-30,850.91,18.28,3,Monthly,Farming_Inputs,Male,22-Jul-1995,Widowed,0,Manufacturing,39,237.57,1,Guarantor,EcoCash,Midlands PMJ7354,4,2025-12-21,2025-12-24,2026-02-03,2029-12-03,23460.59,17.33,48,Monthly,Vehicle,Male,19-Feb-1989,Married,0,Mining,63,1176.64,7,Guarantor,Bank_Transfer,Bulawayo LSK0936,2,2025-12-06,2025-12-09,2026-01-20,2026-06-07,3468.56,130.44,6,Monthly,Working_Capital,Male,12-Mar-1982,Married,3,Construction,77,,6,Savings,Bank_Transfer,Mashonaland_West OWL8934,0,2025-09-23,2025-10-05,2025-11-09,2026-01-03,2979.92,16.43,3,Monthly,Rent,Female,05-Aug-1981,Divorced,1,Government,95,372.11,4,None,Bank_Transfer,Harare SDV7836,0,2026-02-12,2026-02-22,2026-04-02,2027-02-17,1144.44,127.35,12,Monthly,Equipment,Female,11-Jun-1967,Divorced,4,Informal_Sector,8,,0,Savings,InnBucks,Harare QIL6179,1,2026-01-16,2026-01-25,2026-02-21,2027-07-19,18525.43,14.08,18,Bi-Weekly,Stock_Purchase,Male,26-Mar-1991,Married,3,Manufacturing,84,700.76,1,Property,EcoCash,Mashonaland_East HSX4903,5,2025-01-18,2025-01-26,2025-02-20,2025-04-26,515.62,163.15,3,Monthly,Rent,Male,31-Jul-1994,Single,2,Transport,6,498.01,1,Property,EcoCash,Manicaland XOU4343,1,2025-08-17,2025-08-18,2025-10-02,2026-08-13,5019.19,132.61,12,Monthly,Working_Capital,Female,10-Oct-1962,Married,3,Government,160,724.83,6,Property,InnBucks,Harare KFI1941,1,2025-07-18,2025-08-06,2025-09-13,2026-08-01,2854.15,125.49,12,Monthly,Working_Capital,Female,12-Feb-1999,Widowed,6,Retail_Trade,35,285.95,0,Livestock,Bank_Transfer,Bulawayo QJE0535,4,2025-08-23,2025-09-13,2025-10-12,2027-09-03,8311.99,19.49,24,Monthly,Equipment,Female,13-Mar-1986,Married,5,Government,92,281.36,6,Property,Cash,Masvingo SLE6915,1,2025-05-12,2025-05-24,2025-06-22,2028-05-08,10357.63,14.23,36,Monthly,Business_Expansion,Male,25-Nov-1985,Divorced,7,Government,,667.31,0,Guarantor,Cash,Mashonaland_East SCO9217,1,2026-02-15,2026-02-23,2026-04-07,2027-08-17,7193.4,10.65,18,Monthly,Business_Expansion,Female,08-Jun-1983,Married,5,Government,,606.61,1,Savings,Bank_Transfer,Mashonaland_East MVT7781,1,2025-07-21,2025-07-29,2025-08-28,2028-07-13,3213.88,126.99,36,Monthly,Stock_Purchase,Female,27-Apr-1999,Divorced,2,Retail_Trade,22,254.0,6,Vehicle,Cash,Mashonaland_East TMG7575,2,2025-12-02,2025-12-22,2026-01-17,2026-06-20,1425.46,97.46,6,Bi-Weekly,Farming_Inputs,Female,22-Jan-2003,Single,1,Informal_Sector,4,193.84,1,Livestock,Cash,Bulawayo IHQ8441,2,2025-06-09,2025-06-19,2025-07-15,2026-03-16,7048.35,14.17,9,Monthly,Livestock,Male,27-Jun-1974,Divorced,5,Retail_Trade,44,828.15,0,Guarantor,Cash,Matabeleland_North HXB2178,4,2025-01-05,2025-01-10,2025-02-24,2027-12-26,27584.33,18.07,36,Monthly,Equipment,Male,31-Oct-1980,Married,2,Transport,58,,2,Savings,Bank_Transfer,Mashonaland_East QGW3324,1,2025-04-01,2025-04-22,2025-06-06,2025-10-19,3664.75,129.53,6,Monthly,Equipment,Female,26-Sep-1996,Married,3,Informal_Sector,41,,4,None,OneMoney,Mashonaland_West ZRV6802,4,2025-03-28,2025-04-05,2025-05-15,2028-03-20,3054.5,18.4,36,Bi-Weekly,Equipment,Female,01-Apr-1965,Married,2,Agriculture,73,223.33,3,None,InnBucks,Manicaland UQN6219,0,2025-04-14,2025-04-20,2025-05-15,2026-04-15,578.29,135.98,12,Monthly,Rent,Male,08-Feb-1979,,4,Agriculture,58,190.18,3,Savings,EcoCash,Mashonaland_East KSO7707,3,2025-09-29,2025-10-15,2025-11-18,2026-04-13,1251.71,17.84,6,Monthly,Debt_Consolidation,Male,11-Aug-1973,Married,0,Agriculture,68,405.93,3,Savings,EcoCash,Mashonaland_West LMG8449,3,2025-06-21,2025-06-25,2025-07-22,2027-06-15,1026.26,18.51,24,Weekly,Rent,Male,25-Dec-1995,Married,3,Manufacturing,86,331.39,1,None,EcoCash,Midlands SSY7236,1,2025-06-22,2025-06-28,2025-08-07,2027-06-18,6486.74,84.38,24,Monthly,Business_Expansion,Male,22-Mar-1981,Single,7,Education,66,343.65,1,Property,Bank_Transfer,Mashonaland_West AXI9652,0,2025-03-11,2025-03-22,2025-04-18,2026-03-17,1875.11,17.41,12,Monthly,Farming_Inputs,Male,20-Apr-1985,Widowed,3,Informal_Sector,35,520.58,1,None,EcoCash,Harare JWO8793,3,2025-01-13,2025-01-23,2025-02-22,2026-01-18,2667.85,14.5,12,Monthly,Medical,Male,17-Jul-2005,Married,2,Construction,33,941.68,1,Guarantor,EcoCash,Manicaland UUB0607,1,2026-02-17,2026-02-19,2026-03-17,2026-08-18,3113.41,15.09,6,Monthly,Business_Expansion,Female,09-Sep-1981,Divorced,2,Agriculture,,208.29,1,Savings,EcoCash,Harare ECD6444,0,2025-04-24,2025-05-11,2025-06-21,2027-05-01,2179.79,141.77,24,Monthly,Equipment,Female,19-Feb-1979,Widowed,1,Agriculture,88,384.0,3,Guarantor,Bank_Transfer,Mashonaland_West BBJ5618,2,2025-11-24,2025-12-03,2026-01-05,2026-11-28,5025.58,131.7,12,Weekly,Farming_Inputs,Female,26-Mar-1993,Single,5,Telecom,124,794.02,0,Vehicle,Bank_Transfer,Mashonaland_East MHX3291,0,2025-05-18,2025-06-07,2025-07-11,2025-12-04,3844.77,14.69,6,Weekly,Farming_Inputs,Male,11-Jul-1984,Married,3,NGO,40,921.22,1,Livestock,EcoCash,Mashonaland_Central PZG8347,3,2025-01-09,2025-01-21,2025-02-27,2025-07-20,350.68,16.05,6,Monthly,Medical,Female,13-Feb-1991,Single,3,Informal_Sector,45,120.07,1,Guarantor,Cash,Manicaland UKO0197,1,2025-05-17,2025-05-25,2025-07-01,2026-11-16,5777.47,111.02,18,Monthly,Stock_Purchase,Female,02-May-1958,Married,3,Construction,89,414.55,3,Guarantor,EcoCash,Masvingo DYK7152,0,2025-09-23,2025-10-02,2025-11-13,2027-09-22,1143.9,16.14,24,Monthly,Personal,Male,15-Feb-1959,Married,3,Mining,44,,2,Savings,EcoCash,Midlands DWL1376,1,2025-12-08,2025-12-18,2026-01-28,2027-06-11,573.67,15.2,18,Monthly,Stock_Purchase,Male,22-Feb-1994,Divorced,0,Agriculture,78,66.27,0,Savings,Bank_Transfer,Mashonaland_West OMX1967,4,2025-06-21,2025-06-24,2025-07-28,2026-06-19,9524.03,19.33,12,Weekly,Home_Improvement,Female,18-Apr-1968,Married,,,84,462.33,6,Savings,EcoCash,Harare AIV8783,1,2025-10-25,2025-10-31,2025-12-14,2028-10-15,3801.98,14.5,36,Monthly,,Male,05-Jun-2006,Single,0,Manufacturing,8,451.94,4,None,OneMoney,Matabeleland_North CRE5923,0,2025-08-25,2025-09-14,2025-10-11,2025-12-13,1610.15,15.38,3,Monthly,,Male,01-Nov-1971,Single,3,Agriculture,34,245.71,0,Vehicle,Cash,Harare HIC4011,0,2025-05-10,2025-05-28,2025-07-02,2026-05-23,1400.28,15.87,12,Bi-Weekly,Working_Capital,Female,07-Feb-1991,Married,1,Agriculture,100,292.98,2,Guarantor,EcoCash,Matabeleland_South HOV6112,0,2024-12-21,2025-01-07,2025-02-05,2026-01-02,4801.52,13.8,12,Monthly,Wedding,Male,12-Jan-1980,Married,5,Education,61,545.02,0,None,EcoCash,Harare KBF3850,0,2025-09-17,2025-09-30,2025-10-27,2026-03-29,2090.12,17.51,6,Monthly,Funeral,Male,23-Jun-1963,Widowed,0,Government,101,511.08,0,None,OneMoney,Mashonaland_Central VUI9301,2,2024-12-20,2025-01-02,2025-02-15,2025-09-29,3221.43,10.18,9,Monthly,Farming_Inputs,Male,30-Dec-1994,Single,6,Construction,6,1127.99,0,None,InnBucks,Mashonaland_Central XWS7934,1,2025-08-26,2025-09-02,2025-10-01,2027-08-23,12376.32,113.0,24,Monthly,Equipment,Female,05-Oct-1994,Single,3,Construction,20,860.5,2,Vehicle,EcoCash,Harare BEE5677,4,2025-11-22,2025-12-04,2025-12-28,2026-11-29,16281.9,15.03,12,Monthly,Vehicle,Female,11-Jun-1972,Married,8,Telecom,39,1035.01,5,Property,Cash,Manicaland JSY3976,4,2025-10-15,2025-10-29,2025-11-28,2026-10-24,2723.34,17.88,12,Monthly,Equipment,Female,22-Jun-1991,Married,3,Agriculture,49,177.68,7,Guarantor,InnBucks,Mashonaland_Central BMY1563,5,2025-08-09,2025-08-30,2025-10-08,2025-11-28,931.5,150.75,3,Monthly,Medical,Male,28-May-1994,Married,4,Transport,38,447.97,5,Savings,Cash,Manicaland HXQ4485,0,2026-02-03,2026-02-17,2026-03-26,2027-08-11,2085.97,118.44,18,Monthly,School_Fees,Male,03-Mar-2000,Married,1,Informal_Sector,14,223.41,2,Livestock,Bank_Transfer,Masvingo TIS5890,0,2025-02-09,2025-02-10,2025-03-09,2026-08-04,4123.06,164.31,18,Monthly,Livestock,Male,27-Oct-2005,Single,2,Telecom,14,463.17,1,Guarantor,Bank_Transfer,Mashonaland_East FKX3159,0,2025-11-12,2025-12-02,2026-01-10,2026-11-27,5837.61,17.31,12,Monthly,Stock_Purchase,Female,09-Jun-1997,Married,,Government,,841.68,1,None,Bank_Transfer,Mashonaland_East YMK9880,0,2025-08-24,2025-08-25,2025-09-28,2027-02-16,4169.51,160.89,18,Monthly,Rent,Male,22-Sep-1984,Married,3,Mining,33,699.59,5,Savings,Bank_Transfer,Matabeleland_North VCD5495,3,2025-03-14,2025-03-22,2025-05-06,2025-09-18,1053.78,14.1,6,Monthly,Medical,Male,24-May-2000,Single,,Informal_Sector,32,248.53,3,Guarantor,Cash,Matabeleland_North FOO0472,4,2025-11-01,2025-11-04,2025-12-16,2028-10-19,5920.35,108.17,36,Monthly,Vehicle,Male,21-Mar-1989,Married,2,Informal_Sector,,341.88,1,Savings,Bank_Transfer,Bulawayo QZU8396,0,2025-09-23,2025-09-25,2025-10-26,2025-12-24,4014.63,97.9,3,Weekly,Working_Capital,Male,17-Jul-1995,Married,1,Finance,49,1591.17,7,Vehicle,EcoCash,Manicaland HTC6808,3,2026-01-22,2026-01-30,2026-03-16,2027-01-25,3507.56,14.47,12,Monthly,Rent,Male,06-Jun-1983,Married,1,NGO,70,823.6,1,None,Cash,Manicaland BYL2752,3,2026-02-11,2026-02-17,2026-03-28,2027-02-12,1050.23,11.9,12,Monthly,Rent,Male,14-Apr-1980,Widowed,6,Construction,71,501.3,4,Guarantor,EcoCash,Harare ZAM8218,2,2025-02-15,2025-02-21,2025-03-28,2027-02-11,5380.92,10.25,24,Monthly,Equipment,Male,24-May-1972,Married,4,Informal_Sector,15,406.6,4,Livestock,InnBucks,Manicaland IXN9654,5,2025-11-06,2025-11-14,2025-12-11,2026-05-13,140.15,159.32,6,Bi-Weekly,Medical,Female,15-Jan-1993,Single,4,Agriculture,57,200.41,0,Livestock,Cash,Mashonaland_Central TTL5403,1,2025-11-02,2025-11-16,2025-12-28,2026-11-11,10103.7,13.88,12,Monthly,,Male,02-Jul-1972,Married,5,,139,808.54,1,Property,EcoCash,Harare QYE5349,0,2025-12-31,2026-01-07,2026-02-05,2026-07-06,1240.91,,6,Monthly,Business_Expansion,Female,15-Sep-1979,Married,3,Informal_Sector,22,217.71,0,Savings,Bank_Transfer,Manicaland EIC7153,3,2025-09-01,2025-09-22,2025-11-02,2027-03-16,225.67,100.3,18,Monthly,Rent,Male,08-Feb-1994,Married,1,Informal_Sector,54,138.21,2,None,EcoCash,Mashonaland_West XTA6550,2,2025-10-27,2025-11-06,2025-12-13,2027-04-30,1805.28,117.41,18,Bi-Weekly,Farming_Inputs,Male,23-Oct-2000,,,Agriculture,22,222.94,1,Guarantor,EcoCash,Masvingo LJX4501,1,2026-02-08,2026-02-12,2026-03-22,2029-01-27,27603.18,113.62,36,Monthly,Business_Expansion,Male,18-Jul-1982,Widowed,5,Finance,96,1757.43,1,Vehicle,EcoCash,Bulawayo SQP2640,2,2025-09-13,2025-09-18,2025-10-15,2026-09-13,3391.76,13.83,12,Monthly,Farming_Inputs,Male,18-Aug-1964,Married,7,Retail_Trade,42,351.19,1,Livestock,Bank_Transfer,Mashonaland_West IZO4596,0,2025-01-06,2025-01-19,2025-02-16,2025-07-18,3211.42,18.38,6,Monthly,Medical,Male,04-Dec-1968,Married,4,Transport,76,466.83,2,None,EcoCash,Mashonaland_West FWI3799,2,2026-02-10,2026-02-18,2026-03-28,2027-02-13,1270.34,111.91,12,Monthly,Equipment,Male,22-Mar-1990,Married,2,Agriculture,42,151.47,0,Livestock,Cash,Bulawayo AZU7246,1,2025-09-06,2025-09-22,2025-10-21,2027-09-12,7008.36,88.95,24,Monthly,Equipment,Male,10-Feb-1966,Married,5,Telecom,37,798.36,5,,Bank_Transfer,Harare ECB5710,2,2025-09-06,2025-09-12,2025-10-27,2026-06-09,1264.6,137.82,9,Monthly,Farming_Inputs,Male,17-Sep-2004,Single,1,Informal_Sector,11,129.89,0,Vehicle,Cash,Midlands BQD5122,0,2026-02-17,2026-02-19,2026-03-21,2026-05-20,541.12,16.27,3,Monthly,Personal,Male,15-Apr-1970,Widowed,,Informal_Sector,21,96.5,1,Savings,InnBucks,Harare UYU9430,3,2025-12-24,2026-01-09,2026-02-21,2027-01-04,4667.33,16.9,12,Bi-Weekly,Rent,Male,22-Sep-1972,Married,5,Finance,57,1039.98,6,Savings,Cash,Manicaland PCK7063,3,2025-11-02,2025-11-22,2025-12-21,2027-05-16,1860.2,15.12,18,Monthly,Debt_Consolidation,Male,02-Aug-1999,Married,4,Informal_Sector,53,440.99,2,,Bank_Transfer,Matabeleland_South IEN2498,1,2025-11-07,2025-11-11,2025-12-25,2027-05-05,11317.53,14.82,18,Monthly,Business_Expansion,Female,10-Dec-1983,Married,5,Education,34,663.68,0,Livestock,InnBucks,Midlands TNY8680,0,2025-12-14,2026-01-03,2026-02-05,2027-12-24,243.98,126.21,24,Monthly,Equipment,Female,04-May-1965,,6,Informal_Sector,27,60.98,1,Guarantor,InnBucks,Harare UCK0106,1,2025-01-05,2025-01-13,2025-02-15,2025-07-12,11626.76,94.09,6,Monthly,Stock_Purchase,Female,04-Oct-1981,Married,2,Transport,131,,1,None,OneMoney,Mashonaland_East AOB4977,0,2025-09-11,2025-09-29,2025-11-12,2026-03-28,1752.88,17.42,6,Monthly,Working_Capital,Female,14-Oct-1994,Married,3,Transport,96,481.42,1,None,Bank_Transfer,Harare PPE2382,2,2025-03-28,2025-04-09,2025-05-06,2027-03-30,4779.62,10.44,24,Monthly,Farming_Inputs,Male,23-Aug-2005,Single,1,Retail_Trade,5,570.12,5,None,EcoCash,Mashonaland_East FYU2252,2,2025-02-20,2025-03-09,2025-04-12,2027-02-27,8148.42,106.92,24,Monthly,Working_Capital,Male,18-Apr-1995,Married,3,Education,19,740.01,0,Livestock,EcoCash,Manicaland SIU7145,1,2025-06-10,2025-07-01,2025-08-06,2026-06-26,6757.42,119.17,12,Monthly,Equipment,Male,15-Sep-1980,Divorced,5,Healthcare,49,654.12,3,Guarantor,InnBucks,Harare HVR5096,3,2025-04-28,2025-05-03,2025-06-09,2026-04-28,2026.88,12.5,12,Monthly,Rent,Female,10-Feb-1964,Married,3,Healthcare,71,745.89,5,Guarantor,Cash,Harare OGB0163,5,2025-10-04,2025-10-11,2025-11-18,2025-12-10,333.93,131.57,2,Monthly,Funeral,Female,01-Jun-1996,Single,5,Agriculture,39,404.18,3,Guarantor,Cash,Manicaland JRS7729,3,2025-04-02,2025-04-08,2025-05-04,2026-04-03,1589.55,18.87,12,Monthly,School_Fees,Male,17-Mar-1977,Divorced,2,Mining,77,,0,Savings,Bank_Transfer,Bulawayo IGR8562,4,2025-09-26,2025-10-12,2025-11-10,2029-09-21,12003.52,15.54,48,Monthly,Vehicle,Female,18-Aug-1965,Single,5,Government,193,654.17,3,Savings,EcoCash,Matabeleland_North JEX0834,0,2025-02-20,2025-02-23,2025-03-28,2026-02-18,1509.64,16.31,12,Monthly,Personal,Male,06-Jun-1984,Single,5,Government,80,765.67,1,None,EcoCash,Bulawayo TFN6722,2,2025-12-13,2025-12-16,2026-01-11,2026-06-14,5683.04,112.03,6,Bi-Weekly,Equipment,Male,17-Oct-1973,Married,0,Informal_Sector,26,559.67,2,Livestock,Bank_Transfer,Matabeleland_North XKG8280,0,2026-02-08,2026-02-21,2026-04-04,2026-08-20,2076.77,117.32,6,Monthly,Rent,Female,31-Dec-1971,Widowed,6,Government,117,847.25,2,Vehicle,EcoCash,Manicaland FOP8068,1,2026-01-23,2026-02-07,2026-03-10,2027-02-02,6368.9,99.8,12,Monthly,Business_Expansion,Male,21-Jul-1990,Married,2,Retail_Trade,54,684.46,0,Guarantor,EcoCash,Mashonaland_West AYU1495,0,2025-06-04,2025-06-15,2025-07-20,2026-06-10,1316.8,152.12,12,Monthly,,,30-Jul-1972,Divorced,5,Agriculture,8,404.2,1,Guarantor,InnBucks,Manicaland VQP3744,0,2025-03-04,2025-03-06,2025-04-18,2026-03-01,1891.27,17.01,12,Monthly,Personal,Female,06-May-1982,Married,1,Finance,26,843.66,2,None,Cash,Matabeleland_North NOC9056,2,2025-02-23,2025-03-13,2025-04-26,2026-03-08,7535.38,15.18,12,Monthly,Equipment,Female,02-Aug-1984,Married,,,9,579.42,0,Savings,Bank_Transfer,Harare DTA0824,1,2025-03-22,2025-04-05,2025-05-16,2028-03-20,10245.17,14.36,36,Weekly,Business_Expansion,Male,11-Aug-2003,Single,2,Informal_Sector,49,454.53,3,Property,EcoCash,Matabeleland_North NPD9854,1,2025-04-09,2025-04-17,2025-05-18,2028-04-01,10254.26,107.67,36,Monthly,Business_Expansion,Male,05-Aug-2001,Married,2,Retail_Trade,16,,0,Savings,EcoCash,Manicaland FXK6082,4,2025-10-24,2025-11-14,2025-12-25,2029-10-24,12056.66,106.59,48,Monthly,Home_Improvement,Female,23-Aug-2000,Married,2,Construction,11,898.79,2,Livestock,EcoCash,Manicaland EIN7977,3,2025-11-16,2025-11-28,2026-01-10,2027-05-22,4219.12,14.71,18,Monthly,Rent,Male,06-Sep-1986,Single,,Mining,,860.18,3,Property,EcoCash,Manicaland FTW6027,5,2025-07-05,2025-07-11,2025-08-25,2025-10-09,624.88,128.03,3,Weekly,,Male,21-Jul-1986,Married,7,Education,57,,1,,OneMoney,Mashonaland_East KBR3556,4,2025-12-10,2025-12-26,2026-01-28,2028-12-10,3616.65,17.21,36,Bi-Weekly,Equipment,Male,10-Nov-1989,Divorced,3,Education,103,207.23,1,None,Bank_Transfer,Harare EHC3947,5,2025-03-22,2025-04-12,2025-05-22,2025-10-09,3797.47,129.35,6,Monthly,Medical,Female,07-Jun-1992,Single,3,Finance,109,1676.07,0,None,Cash,Harare LQQ2433,0,2025-06-16,2025-06-29,2025-08-10,2025-12-26,4894.04,17.8,6,Monthly,Equipment,Female,04-Aug-1982,Divorced,4,NGO,79,690.62,1,None,,Mashonaland_West IDG2104,0,2025-09-15,2025-09-25,2025-11-08,2026-09-20,3487.47,14.92,12,Monthly,Debt_Consolidation,Male,12-Aug-2008,Single,0,Healthcare,2,501.88,3,,EcoCash,Manicaland UZF5415,1,2025-09-07,2025-09-11,2025-10-09,2027-03-05,20036.31,11.73,18,Bi-Weekly,Stock_Purchase,Male,08-Jul-2007,Single,1,Healthcare,,882.43,2,Vehicle,EcoCash,Harare MBP8060,0,2025-01-24,2025-02-14,2025-03-14,2025-08-13,3282.94,108.79,6,Monthly,,Female,12-Apr-1991,Divorced,3,Manufacturing,41,585.38,1,None,Bank_Transfer,Harare BEV2395,1,2025-07-22,2025-08-05,2025-09-15,2027-07-26,10983.12,13.55,24,Monthly,Business_Expansion,Male,24-Feb-1987,Divorced,3,Mining,89,630.46,0,Livestock,OneMoney,Harare VSU6747,0,2025-05-14,2025-06-04,2025-07-15,2027-05-25,3871.31,19.72,24,Monthly,Medical,Female,23-Jul-1998,Single,0,Government,22,635.97,2,Vehicle,Bank_Transfer,Bulawayo BCL2284,3,2025-02-14,2025-02-23,2025-04-07,2027-02-13,1159.51,84.72,24,Monthly,Medical,Female,14-Nov-1990,Married,1,Agriculture,89,227.05,1,Guarantor,EcoCash,Harare RAZ1360,3,2025-09-22,2025-09-24,2025-10-22,2026-09-19,1655.95,14.25,12,Monthly,Rent,Female,27-Mar-1987,Single,6,Informal_Sector,30,489.31,4,Savings,InnBucks,Mashonaland_Central EWY1556,1,2025-11-27,2025-12-16,2026-01-17,2028-11-30,2475.67,139.97,36,Monthly,Stock_Purchase,Male,16-Mar-1978,Married,7,Informal_Sector,9,117.72,4,Property,EcoCash,Masvingo NNE0522,4,2025-09-06,2025-09-08,2025-10-14,2027-08-29,4014.98,18.16,24,Monthly,Vehicle,Male,01-Jan-1978,Married,1,Informal_Sector,11,,0,None,EcoCash,Midlands XQM5627,0,2025-11-21,2025-11-28,2025-12-26,2026-11-23,5539.46,14.08,12,Monthly,Wedding,,21-Jan-1970,Married,1,Finance,86,1592.6,2,None,Bank_Transfer,Mashonaland_East AOX3558,5,2025-09-06,2025-09-13,2025-10-08,2025-10-13,956.79,142.51,1,Weekly,Medical,Female,02-Mar-1991,Single,,Transport,9,551.18,1,Livestock,InnBucks,Midlands WUN9170,5,2025-12-14,2025-12-28,2026-01-24,2026-01-27,73.12,163.45,1,Bi-Weekly,Personal,Female,11-Feb-1971,Married,1,Informal_Sector,9,58.41,3,Guarantor,EcoCash,Manicaland XZJ3149,1,2025-10-04,2025-10-13,2025-11-25,2026-10-08,7741.27,17.02,12,Monthly,Business_Expansion,Male,25-Apr-1976,Widowed,3,Government,86,389.66,0,Vehicle,InnBucks,Harare OKL4921,2,2025-10-13,2025-11-02,2025-11-27,2026-05-01,2029.14,8.17,6,Monthly,,Female,09-Nov-1995,Single,5,Informal_Sector,32,193.78,1,Savings,OneMoney,Manicaland IZO0258,4,2025-10-24,2025-10-31,2025-11-28,2028-10-15,6283.81,18.11,36,Monthly,Home_Improvement,Male,22-Jun-1995,Married,0,Government,65,315.8,0,Savings,Bank_Transfer,Mashonaland_East WRF2650,1,2025-10-25,2025-11-10,2025-12-14,2026-05-09,2986.41,98.94,6,Monthly,Equipment,Female,01-Aug-1966,Married,5,Agriculture,89,,0,None,Cash,Manicaland YZR0011,0,2025-05-19,2025-06-05,2025-07-10,2025-09-03,1644.8,92.59,3,Monthly,Farming_Inputs,Female,21-Jul-1994,Married,,Healthcare,100,484.56,0,Savings,EcoCash,Harare RJO4245,2,2025-10-20,2025-10-30,2025-12-04,2026-04-28,1030.34,79.75,6,Bi-Weekly,Livestock,Female,05-Nov-1985,Married,5,Informal_Sector,15,289.14,0,Livestock,Bank_Transfer,Midlands CRM2675,1,2025-03-28,2025-04-04,2025-05-08,2026-09-26,6224.62,126.19,18,Monthly,Business_Expansion,Male,28-Apr-1987,Married,0,Government,126,354.76,1,Vehicle,InnBucks,Harare DKL7615,1,2025-01-05,2025-01-18,2025-03-01,2027-01-08,1186.33,119.55,24,Monthly,Stock_Purchase,Male,31-Oct-1984,Married,5,Manufacturing,77,154.41,0,Guarantor,Cash,Mashonaland_Central SQG4906,1,2025-08-30,2025-09-02,2025-10-03,2028-08-17,15647.86,133.16,36,Monthly,Working_Capital,Female,18-Mar-1993,Divorced,4,Government,40,783.21,4,None,EcoCash,Harare IXO4087,4,2025-06-22,2025-07-08,2025-08-05,2028-06-22,1876.39,16.22,36,Monthly,Home_Improvement,Male,28-Mar-1964,Married,3,Agriculture,48,223.83,0,Vehicle,EcoCash,Harare NBW4124,0,2025-07-30,2025-08-10,2025-09-10,2025-11-08,3477.72,116.15,3,Monthly,Working_Capital,Male,04-Nov-1983,Single,5,Government,72,703.5,0,None,Bank_Transfer,Bulawayo SJN3966,0,2025-12-23,2025-12-26,2026-01-28,2027-06-19,2455.8,106.63,18,Monthly,Funeral,Male,16-Sep-1976,Married,7,Mining,32,502.08,5,Savings,Cash,Mashonaland_West KKR4361,0,2025-12-27,2026-01-15,2026-02-10,2028-01-05,5708.67,155.48,24,Bi-Weekly,Funeral,Female,19-Dec-1967,Married,2,Construction,114,866.1,4,Vehicle,InnBucks,Harare HEK3882,1,2025-01-15,2025-01-22,2025-02-22,2028-01-07,7202.8,134.41,36,Monthly,Business_Expansion,Female,11-Sep-1994,Married,,Retail_Trade,83,444.38,1,,EcoCash,Midlands QOY8848,3,2025-01-18,2025-01-29,2025-03-05,2027-01-19,576.75,16.72,24,Monthly,Rent,Female,17-Nov-1987,Married,1,Informal_Sector,40,207.4,1,Guarantor,EcoCash,Midlands ZQV3715,3,2025-09-01,2025-09-15,2025-10-11,2027-09-05,1663.11,15.07,24,Monthly,Medical,Male,01-Nov-1965,Married,8,Education,17,570.88,1,Property,OneMoney,Matabeleland_South UXJ9385,1,2025-02-09,2025-02-18,2025-03-18,2026-02-13,6205.52,135.65,12,Monthly,Equipment,Male,14-Dec-1999,Married,3,Informal_Sector,58,565.66,0,Property,EcoCash,Midlands VVE5601,0,2025-12-11,2026-01-01,2026-01-28,2026-12-27,1362.94,132.27,12,Monthly,,Female,19-Sep-1989,Married,0,Manufacturing,29,260.94,1,Vehicle,Bank_Transfer,Mashonaland_Central NHI7594,1,2024-12-27,2025-01-12,2025-02-09,2026-01-07,14035.33,13.98,12,Monthly,Business_Expansion,Male,21-Apr-1975,Married,1,Informal_Sector,36,,5,Vehicle,EcoCash,Mashonaland_Central WQW8250,0,2026-01-10,2026-01-12,2026-02-19,2026-04-12,5491.47,18.63,3,Bi-Weekly,Business_Expansion,Female,11-Jun-1962,Married,,Transport,,744.43,2,None,EcoCash,Midlands KID1021,2,2025-03-04,2025-03-22,2025-04-24,2025-12-17,5925.71,11.84,9,Monthly,Farming_Inputs,Female,13-Oct-1971,Married,4,Education,75,,2,Livestock,EcoCash,Mashonaland_East MVW5606,3,2025-03-18,2025-03-21,2025-04-22,2026-09-12,1520.24,16.67,18,Monthly,Rent,Male,30-Oct-1954,Widowed,2,Mining,90,394.29,5,None,EcoCash,Masvingo VDJ9872,1,2025-08-31,2025-09-17,2025-10-22,2027-03-11,1630.09,17.01,18,Monthly,Business_Expansion,Male,27-Mar-1962,Widowed,3,Agriculture,44,98.51,1,Savings,InnBucks,Mashonaland_West TUJ6907,2,2026-02-09,2026-02-18,2026-03-28,2027-02-13,4372.33,106.82,12,Weekly,Livestock,Male,14-Sep-1995,Married,6,Government,,502.4,3,Property,InnBucks,Harare KVD7026,3,2026-01-01,2026-01-22,2026-02-17,2027-01-17,441.22,12.0,12,Weekly,School_Fees,Male,30-Nov-1968,Married,4,Agriculture,159,102.81,1,Guarantor,EcoCash,Mashonaland_Central GPM3013,1,2025-09-21,2025-09-22,2025-10-20,2026-09-17,5179.18,12.87,12,Monthly,Equipment,Female,27-May-1991,Single,4,Retail_Trade,45,409.64,1,Guarantor,Bank_Transfer,Harare YPX1846,3,2025-05-24,2025-06-14,2025-07-26,2027-06-04,2214.34,19.02,24,Monthly,Debt_Consolidation,Male,24-Mar-1997,Married,0,Government,37,,1,None,Bank_Transfer,Masvingo DHB3654,1,2025-10-11,2025-10-27,2025-11-25,2026-04-25,1846.91,144.42,6,Bi-Weekly,,,04-Oct-1967,Married,2,Informal_Sector,11,281.67,3,None,OneMoney,Mashonaland_East XXS9902,3,2025-06-22,2025-06-26,2025-08-03,2026-06-21,1218.84,11.72,12,Monthly,School_Fees,Male,28-Jan-1988,Single,4,Retail_Trade,102,328.06,2,Savings,InnBucks,Harare IOY7072,2,2026-01-15,2026-01-16,2026-02-22,2026-07-15,5961.82,106.92,6,Monthly,Farming_Inputs,Male,07-Dec-1976,Married,3,Government,124,,0,Savings,Bank_Transfer,Harare DLS5038,1,2025-12-17,2025-12-18,2026-01-17,2026-12-13,1536.81,94.61,12,Monthly,Working_Capital,Male,06-Mar-1980,Divorced,8,Informal_Sector,3,,4,Livestock,OneMoney,Harare NLD9930,0,2025-04-07,2025-04-28,2025-06-05,2026-10-20,3909.91,129.53,18,Monthly,Rent,Male,12-Apr-1979,Married,8,NGO,,1200.7,1,Guarantor,EcoCash,Masvingo APM7094,1,2025-12-21,2025-12-27,2026-02-05,2026-06-25,1304.57,13.41,6,Monthly,Business_Expansion,Female,14-Nov-1994,Married,2,Agriculture,91,117.0,2,None,EcoCash,Mashonaland_East UFW9487,5,2026-01-28,2026-02-10,2026-03-11,2026-08-09,1250.93,162.33,6,Monthly,Rent,Male,05-Jul-2007,Single,0,Mining,11,756.03,0,None,InnBucks,Bulawayo LTY5277,0,2025-10-20,2025-10-31,2025-12-05,2026-01-29,683.14,17.47,3,Monthly,School_Fees,Male,20-Jun-1975,Divorced,,Agriculture,62,146.17,2,Livestock,Bank_Transfer,Bulawayo BNR2104,2,2024-12-27,2025-01-02,2025-02-15,2025-07-01,2819.11,100.69,6,Monthly,Livestock,Female,17-Apr-1971,Divorced,2,Agriculture,68,242.43,1,Livestock,Bank_Transfer,Harare GXQ8493,1,2025-08-13,2025-08-22,2025-09-24,2027-08-12,9778.67,12.03,24,Monthly,Business_Expansion,Female,12-Oct-1980,Married,4,Retail_Trade,100,459.47,4,Savings,Bank_Transfer,Mashonaland_Central TXJ5088,1,2025-06-25,2025-07-03,2025-07-28,2026-12-25,2941.12,82.21,18,Weekly,Business_Expansion,Male,02-Dec-1988,Married,0,Informal_Sector,17,175.53,2,Guarantor,EcoCash,Mashonaland_East HRQ6010,5,2025-10-22,2025-11-01,2025-11-27,2026-01-30,337.82,167.86,3,Monthly,Medical,Male,09-Jan-1995,Married,3,Retail_Trade,56,281.3,2,None,Cash,Manicaland YWN0709,1,2025-08-09,2025-08-29,2025-09-28,2027-02-20,858.07,15.67,18,Monthly,Business_Expansion,Female,06-Feb-1957,Widowed,4,Informal_Sector,17,205.59,0,Guarantor,EcoCash,Masvingo ZXE9454,2,2025-12-22,2025-12-28,2026-01-23,2027-06-21,2194.18,15.95,18,Weekly,Farming_Inputs,Male,12-Nov-1981,Married,4,Informal_Sector,19,193.6,5,Property,EcoCash,Manicaland OXB8970,0,2025-11-19,2025-12-01,2026-01-13,2026-03-01,4326.52,,3,Monthly,Wedding,Male,17-Oct-1994,Widowed,5,Retail_Trade,18,656.21,1,Savings,Bank_Transfer,Midlands TZV1176,2,2025-08-09,2025-08-15,2025-09-09,2026-02-11,6479.58,11.24,6,Monthly,Farming_Inputs,Male,28-Jun-1993,Single,1,Retail_Trade,63,367.78,1,Vehicle,EcoCash,Harare BTP3681,0,2026-01-07,2026-01-18,2026-03-04,2026-07-17,1666.18,16.72,6,Monthly,Debt_Consolidation,Male,16-Nov-1970,Married,4,Retail_Trade,71,316.88,6,Savings,InnBucks,Harare ICO3585,0,2025-06-30,2025-07-15,2025-08-09,2026-07-10,2479.58,128.66,12,Monthly,Funeral,Female,02-Mar-1999,Single,2,Government,25,353.0,0,None,OneMoney,Midlands RDF9417,0,2025-04-15,2025-04-28,2025-06-03,2026-04-23,297.86,121.94,12,Monthly,Personal,,29-Apr-1999,Single,2,Informal_Sector,49,152.34,5,Vehicle,EcoCash,Matabeleland_South VHF0605,3,2025-05-17,2025-06-02,2025-07-16,2026-05-28,2661.8,16.58,12,Monthly,School_Fees,Female,21-Jul-1997,Divorced,3,Finance,27,848.54,0,,Cash,Matabeleland_South IAG9096,4,2025-08-20,2025-09-01,2025-10-01,2028-08-16,2522.77,82.27,36,Monthly,Equipment,Male,03-Mar-1963,Married,3,Informal_Sector,32,227.04,0,Livestock,EcoCash,Mashonaland_East RQF5460,0,2025-04-22,2025-05-09,2025-06-12,2025-11-05,2289.72,15.25,6,Monthly,Vehicle,Male,07-May-2002,Single,1,Construction,9,649.2,1,None,Cash,Manicaland FER2233,2,2025-12-10,2025-12-24,2026-01-19,2026-12-19,7015.24,101.67,12,Weekly,Farming_Inputs,Male,05-Mar-1985,Widowed,2,Telecom,99,1232.45,4,Livestock,Bank_Transfer,Harare DDX8572,3,2025-12-21,2026-01-01,2026-02-13,2027-06-25,2271.0,11.16,18,Bi-Weekly,Rent,Female,01-Apr-1991,Single,3,Retail_Trade,19,949.84,1,Guarantor,Bank_Transfer,Harare SXI1042,0,2024-12-29,2025-01-16,2025-02-15,2026-07-10,8764.94,133.96,18,Bi-Weekly,Home_Improvement,Male,23-Feb-1981,Widowed,8,NGO,39,1443.97,0,None,EcoCash,Masvingo KTM2552,3,2025-08-19,2025-08-24,2025-09-24,2026-08-19,2176.24,13.45,12,Monthly,Personal,Female,26-Dec-2006,Single,0,Education,6,544.91,2,Savings,Bank_Transfer,Matabeleland_North LXB4245,1,2025-04-05,2025-04-14,2025-05-19,2027-04-04,4759.47,86.47,24,Weekly,Equipment,Male,21-Nov-1994,Married,0,Government,47,,2,None,InnBucks,Bulawayo QYH8445,0,2025-07-03,2025-07-18,2025-09-01,2026-01-14,690.99,14.64,6,Bi-Weekly,School_Fees,Male,06-Apr-1993,Divorced,1,Informal_Sector,22,141.14,7,Savings,EcoCash,Midlands FPH7362,2,2025-07-31,2025-08-10,2025-09-05,2027-07-31,1154.3,93.71,24,Monthly,Farming_Inputs,Male,09-Feb-1973,Married,3,Agriculture,57,374.12,4,Savings,EcoCash,Harare WMO6968,0,2025-12-26,2026-01-02,2026-02-03,2026-12-28,320.28,100.14,12,Monthly,Stock_Purchase,Female,10-Mar-1960,Married,3,Agriculture,80,126.31,0,Vehicle,Bank_Transfer,Midlands YVY9123,2,2025-12-25,2025-12-31,2026-02-03,2026-09-27,3051.4,106.35,9,Monthly,Equipment,Male,23-May-1963,Married,5,Informal_Sector,25,218.67,0,Savings,InnBucks,Mashonaland_West PWI7008,3,2025-01-22,2025-01-23,2025-03-08,2025-07-22,1565.43,18.67,6,Monthly,School_Fees,Female,23-Sep-1990,Married,0,Retail_Trade,75,825.12,0,None,Bank_Transfer,Harare EWE8647,0,2025-08-27,2025-09-17,2025-10-28,2025-12-16,2413.89,16.56,3,Monthly,Vehicle,Male,01-May-1986,Married,2,Construction,,604.4,2,None,EcoCash,Midlands UGH5821,1,2025-10-20,2025-10-24,2025-11-24,2026-10-19,2469.93,13.72,12,Monthly,Stock_Purchase,Female,22-Mar-1996,Single,,Agriculture,31,287.18,0,Guarantor,OneMoney,Mashonaland_East CCC6358,4,2025-10-24,2025-11-13,2025-12-11,2026-11-08,13042.0,12.59,12,Monthly,,Male,17-Jun-1963,Divorced,4,Retail_Trade,103,1011.94,1,None,EcoCash,Mashonaland_East NJM4224,4,2025-02-12,2025-02-17,2025-03-28,2026-02-12,35155.44,19.43,12,Monthly,Equipment,Male,17-May-1976,Single,4,Mining,32,1218.75,1,Vehicle,Bank_Transfer,Harare JLN8569,1,2025-05-03,2025-05-06,2025-06-12,2026-05-01,3311.87,14.85,12,Monthly,,Female,30-Nov-1959,Married,6,Retail_Trade,71,476.48,1,None,Cash,Bulawayo SBS8635,0,2025-10-19,2025-10-20,2025-11-27,2026-10-15,1464.99,94.97,12,Monthly,Funeral,Female,08-May-1967,Married,1,Education,70,453.54,3,Savings,InnBucks,Midlands TCK0667,1,2025-12-25,2026-01-06,2026-02-15,2027-12-27,13962.31,14.93,24,Monthly,Business_Expansion,Male,06-Dec-1988,Single,3,Retail_Trade,70,961.58,0,Vehicle,Bank_Transfer,Harare TTJ8073,1,2025-07-26,2025-08-12,2025-09-09,2027-02-03,3253.37,13.58,18,Monthly,Stock_Purchase,Male,15-Dec-2000,Married,4,Agriculture,9,400.74,0,Property,Bank_Transfer,Harare FYM4884,2,2026-01-17,2026-01-23,2026-03-06,2026-10-20,9380.18,81.85,9,Monthly,Farming_Inputs,Female,07-Apr-1965,Married,5,NGO,30,1406.69,1,Livestock,Bank_Transfer,Manicaland BAH6808,3,2025-01-05,2025-01-19,2025-02-24,2026-07-13,1718.27,18.63,18,Monthly,Debt_Consolidation,Male,28-Aug-1993,Married,4,Transport,46,852.52,5,Savings,EcoCash,Manicaland SMS1066,2,2025-04-26,2025-05-12,2025-06-20,2026-02-06,4062.4,142.23,9,Monthly,Livestock,Male,24-Jul-1989,Single,2,Agriculture,40,334.2,1,Guarantor,OneMoney,Mashonaland_Central BZV7110,0,2025-06-15,2025-06-21,2025-07-21,2026-06-16,5945.18,125.47,12,Monthly,Rent,Male,23-Nov-1989,Married,3,Telecom,44,1037.14,1,Property,EcoCash,Mashonaland_East QUC3244,3,2025-02-11,2025-02-19,2025-03-28,2025-08-18,2117.74,13.4,6,Monthly,Rent,Female,14-May-1998,Married,1,Retail_Trade,64,770.45,1,Guarantor,OneMoney,Harare NCH5512,1,2025-05-11,2025-05-27,2025-06-28,2025-11-23,2580.04,14.2,6,Monthly,Stock_Purchase,Female,23-Aug-2005,Single,2,Retail_Trade,9,536.81,1,None,EcoCash,Harare MWJ2009,3,2025-02-23,2025-02-28,2025-04-13,2026-02-23,1036.6,12.26,12,Weekly,Personal,Male,20-Apr-1965,Married,3,Informal_Sector,23,390.97,1,Guarantor,EcoCash,Midlands LMJ6900,3,2025-09-04,2025-09-09,2025-10-10,2026-03-08,250.94,12.53,6,Monthly,Rent,Male,08-Aug-1979,Divorced,5,Informal_Sector,47,130.39,0,Guarantor,EcoCash,Harare NRJ7601,0,2025-10-24,2025-11-12,2025-12-27,2026-11-07,911.24,159.92,12,Monthly,Equipment,Male,07-May-1980,Widowed,2,Informal_Sector,4,250.04,1,Savings,Cash,Manicaland XHN7398,2,2025-10-20,2025-11-05,2025-12-03,2027-10-26,3434.33,11.51,24,Monthly,,Female,23-Mar-2000,Married,3,Informal_Sector,29,323.66,3,Livestock,Bank_Transfer,Harare VVK7366,2,2025-11-03,2025-11-09,2025-12-17,2026-11-04,2970.67,108.23,12,Weekly,Farming_Inputs,Male,15-Jul-1992,Married,4,Retail_Trade,92,536.84,2,Livestock,EcoCash,Mashonaland_West OOJ7340,0,2025-08-15,2025-08-30,2025-10-13,2026-08-25,833.33,138.76,12,Monthly,Rent,Male,16-Jul-1987,Married,6,,36,283.81,0,Vehicle,Bank_Transfer,Harare ODG4805,3,2025-07-13,2025-08-01,2025-09-10,2026-07-27,672.97,11.74,12,Monthly,Rent,Male,13-Sep-1991,Divorced,1,Transport,62,223.29,4,Guarantor,Bank_Transfer,Mashonaland_West TEH7221,0,2025-03-05,2025-03-06,2025-04-12,2025-06-04,5343.5,138.51,3,Monthly,Rent,Female,19-Mar-1969,Married,5,Transport,86,795.35,3,Livestock,EcoCash,Matabeleland_North RVA6521,0,2025-05-08,2025-05-13,2025-06-26,2025-11-09,1321.05,154.84,6,Monthly,Vehicle,Male,21-Aug-1990,Married,4,Agriculture,57,274.55,2,Property,EcoCash,Manicaland LDO5407,4,2025-03-31,2025-04-19,2025-05-18,2026-10-11,3714.06,19.56,18,Monthly,Home_Improvement,Male,20-Nov-1984,Married,6,Agriculture,43,334.5,2,Savings,Cash,Harare USN1312,0,2025-02-11,2025-02-13,2025-03-13,2025-05-14,1097.67,106.14,3,Monthly,Stock_Purchase,Male,12-Jan-1979,Married,4,Construction,75,285.67,3,Property,EcoCash,Manicaland JPE7604,2,2025-12-17,2026-01-06,2026-02-01,2027-06-30,4432.81,15.12,18,Monthly,Working_Capital,Male,02-Jul-2000,Single,3,Healthcare,,758.93,0,Guarantor,Cash,Mashonaland_East CWI1855,0,2025-10-10,2025-10-27,2025-12-09,2027-04-20,2816.68,107.88,18,Monthly,Working_Capital,Male,12-Oct-1987,Married,2,Retail_Trade,101,399.0,0,None,Bank_Transfer,Masvingo RUG6092,2,2025-09-16,2025-09-24,2025-10-28,2026-09-19,18799.51,91.83,12,Monthly,Equipment,Male,14-Feb-1985,Divorced,7,Telecom,77,2115.94,1,None,InnBucks,Harare YBW0147,1,2025-11-16,2025-11-22,2025-12-23,2026-11-17,6099.84,12.33,12,Weekly,Equipment,Female,19-Jan-1995,Married,2,Informal_Sector,29,301.47,1,,Bank_Transfer,Midlands FOL7863,3,2025-07-04,2025-07-13,2025-08-18,2027-01-04,257.4,10.83,18,Monthly,School_Fees,Male,20-Apr-1989,Married,2,Informal_Sector,21,76.66,0,Savings,OneMoney,Harare YFD5576,3,2025-07-12,2025-07-14,2025-08-23,2027-01-05,908.87,16.2,18,Monthly,Personal,Female,15-Feb-1988,Married,,Agriculture,100,272.63,2,Vehicle,Cash,Midlands UMH1775,4,2025-08-08,2025-08-24,2025-09-28,2027-08-14,17230.56,15.25,24,Monthly,Equipment,Male,05-May-2006,Married,0,NGO,17,,2,Vehicle,EcoCash,Harare ILG2801,0,2025-12-17,2026-01-02,2026-01-27,2026-12-28,1036.95,16.08,12,Monthly,Debt_Consolidation,Male,14-Jun-1996,Married,3,Informal_Sector,22,204.65,5,Vehicle,EcoCash,Matabeleland_North IYC4401,4,2025-10-08,2025-10-26,2025-11-22,2027-10-16,30231.63,95.39,24,Weekly,Vehicle,Female,22-Apr-2004,Single,2,Healthcare,13,,5,,Bank_Transfer,Harare DGU6130,3,2025-05-23,2025-06-02,2025-07-08,2025-11-29,2967.45,17.49,6,Monthly,Rent,Male,09-Mar-1967,Married,4,Finance,82,898.37,0,Savings,InnBucks,Mashonaland_Central GXN6308,3,2025-01-24,2025-02-06,2025-03-21,2027-01-27,1802.87,15.84,24,Monthly,School_Fees,Male,12-Jul-1971,Married,3,Government,110,396.98,0,Guarantor,EcoCash,Mashonaland_East VVJ6567,3,2025-03-27,2025-03-28,2025-04-25,2026-03-23,1578.69,14.19,12,Monthly,Personal,Female,16-May-1980,Married,3,Agriculture,92,,3,,InnBucks,Harare QGT3401,5,2025-11-26,2025-11-27,2026-01-10,2026-02-25,406.31,156.85,3,Bi-Weekly,Personal,,21-Oct-1955,Married,4,,57,,1,None,Cash,Manicaland EHV5543,2,2025-03-30,2025-04-10,2025-05-24,2026-01-05,8547.98,99.1,9,Monthly,Farming_Inputs,Male,06-May-2002,Single,2,Education,29,751.49,0,Guarantor,Cash,Matabeleland_South XPH1693,1,2025-09-15,2025-09-16,2025-10-28,2027-03-10,6320.11,133.62,18,Monthly,Business_Expansion,Female,20-Aug-1971,Single,7,Mining,41,648.58,1,None,EcoCash,Mashonaland_East XVI6143,3,2025-09-02,2025-09-09,2025-10-05,2027-03-03,2376.03,12.85,18,Monthly,Debt_Consolidation,Female,26-Apr-1988,Married,1,Education,102,443.9,0,None,Cash,Mashonaland_East MVT5363,2,2025-09-30,2025-10-20,2025-11-24,2027-10-10,4158.89,72.48,24,Monthly,Farming_Inputs,Female,23-Apr-1977,Married,0,Construction,94,350.16,1,Savings,EcoCash,Masvingo BJP4782,4,2025-10-11,2025-10-31,2025-11-28,2027-04-24,14702.24,19.37,18,Monthly,Equipment,Male,03-Jun-1995,Single,5,Government,60,469.95,3,Livestock,Cash,Manicaland VEI6692,1,2026-01-04,2026-01-12,2026-02-13,2028-12-27,11951.68,96.6,36,Weekly,Equipment,Female,08-Mar-1972,Married,4,Manufacturing,45,,6,Vehicle,EcoCash,Midlands LSH8066,4,2025-06-12,2025-07-01,2025-08-10,2029-06-10,6391.76,95.54,48,Monthly,Equipment,Male,27-Mar-1997,Single,2,Transport,76,788.8,1,Savings,Bank_Transfer,Midlands OES5230,4,2025-12-27,2026-01-11,2026-02-16,2028-12-26,19196.99,16.57,36,Monthly,Equipment,Female,10-Aug-1992,Single,3,Mining,,1326.6,1,Vehicle,Bank_Transfer,Mashonaland_Central GUS7697,3,2025-12-15,2025-12-24,2026-01-20,2026-06-22,383.66,12.32,6,Monthly,School_Fees,Female,27-Jan-1967,Married,5,Agriculture,24,78.09,1,Vehicle,Bank_Transfer,Bulawayo GIZ4545,0,2025-09-10,2025-09-16,2025-10-13,2026-09-11,3903.69,78.87,12,Monthly,Vehicle,Female,22-Feb-1990,Married,5,Finance,57,1326.04,1,Guarantor,EcoCash,Mashonaland_West YSJ9267,1,2025-06-16,2025-07-07,2025-08-05,2026-01-03,1926.8,108.83,6,Monthly,Equipment,Female,12-Jun-1957,Widowed,5,Agriculture,75,221.34,0,Livestock,EcoCash,Harare LQM2884,2,2025-01-31,2025-02-13,2025-03-19,2026-02-08,5593.98,14.02,12,Monthly,Farming_Inputs,Male,13-May-1982,Married,7,Manufacturing,46,655.68,2,Savings,Bank_Transfer,Bulawayo VXK8098,0,2025-08-25,2025-09-03,2025-10-02,2026-08-29,5099.05,135.84,12,Monthly,,Male,15-Apr-1987,Married,3,Construction,21,759.99,2,Vehicle,EcoCash,Mashonaland_West LHQ6161,3,2025-11-24,2025-12-09,2026-01-23,2026-12-04,1559.91,10.74,12,Monthly,Debt_Consolidation,Female,20-Sep-1992,Single,3,Agriculture,79,433.36,2,Guarantor,Cash,Mashonaland_East NIB7023,1,2025-02-12,2025-02-25,2025-04-08,2027-02-15,2714.58,104.8,24,Bi-Weekly,Stock_Purchase,Male,03-Aug-1968,Married,3,Agriculture,10,120.35,1,Livestock,Bank_Transfer,Mashonaland_West YGT5746,1,2025-06-17,2025-06-28,2025-08-03,2028-06-12,3499.9,124.59,36,Weekly,Stock_Purchase,,21-Feb-1966,Married,6,Healthcare,107,516.49,1,Guarantor,Cash,Manicaland OAN1929,1,2025-07-20,2025-08-10,2025-09-05,2026-02-06,2660.09,89.63,6,Monthly,Business_Expansion,,22-Feb-1982,Married,2,Agriculture,,269.06,5,Vehicle,OneMoney,Mashonaland_Central RSD3480,4,2025-06-11,2025-06-17,2025-07-16,2027-06-07,40641.31,15.48,24,Monthly,Vehicle,Female,10-Aug-1985,Married,,NGO,79,1980.06,0,Property,Bank_Transfer,Mashonaland_East GFU7927,0,2025-11-04,2025-11-17,2025-12-26,2027-05-11,4287.06,170.2,18,Monthly,Home_Improvement,Female,25-Apr-1981,Married,,Government,131,581.22,0,None,EcoCash,Mashonaland_West QPX8297,3,2025-11-27,2025-12-14,2026-01-12,2027-12-04,850.25,16.69,24,Bi-Weekly,School_Fees,Male,16-Oct-1993,Divorced,3,Informal_Sector,33,363.6,5,Savings,EcoCash,Harare MDE2942,2,2025-12-20,2026-01-01,2026-01-26,2027-12-22,1718.94,109.69,24,Monthly,Farming_Inputs,Male,28-Nov-1982,Widowed,,Informal_Sector,31,271.86,0,Savings,Bank_Transfer,Matabeleland_North EMC6814,3,2025-07-20,2025-07-21,2025-08-23,2026-07-16,215.91,10.55,12,Monthly,Medical,Male,07-Nov-1972,Married,5,Informal_Sector,7,66.06,0,Guarantor,Bank_Transfer,Harare RHB7538,0,2025-03-08,2025-03-11,2025-04-07,2025-09-07,4270.48,130.1,6,Monthly,Vehicle,Female,11-Oct-2003,Single,2,Government,20,771.09,2,None,EcoCash,Bulawayo QVA1519,2,2025-01-29,2025-02-06,2025-03-04,2027-01-27,748.73,69.2,24,Weekly,Farming_Inputs,Female,24-Jun-1987,Single,3,Agriculture,106,88.54,5,None,EcoCash,Harare IYH6561,2,2025-05-04,2025-05-06,2025-06-13,2027-04-26,4842.87,109.24,24,Monthly,Equipment,Male,15-Jun-1988,Married,4,Manufacturing,,1099.03,3,Guarantor,Bank_Transfer,Mashonaland_East XBT4342,0,2025-01-15,2025-01-28,2025-02-24,2026-01-23,5901.56,,12,Monthly,School_Fees,Female,11-Jun-1996,Single,,Mining,65,1004.8,4,Guarantor,Bank_Transfer,Mashonaland_East WVS5347,1,2026-01-13,2026-02-01,2026-03-07,2028-01-22,4841.72,86.21,24,Monthly,Stock_Purchase,Female,28-Aug-1959,Married,3,Agriculture,30,,1,Property,EcoCash,Mashonaland_Central RYC9887,2,2025-09-29,2025-10-19,2025-11-25,2027-10-09,7285.48,68.17,24,Monthly,Farming_Inputs,Male,16-May-1993,Single,1,Education,72,767.71,1,Vehicle,Bank_Transfer,Bulawayo OWG0725,1,2025-11-04,2025-11-09,2025-12-11,2026-05-08,2251.23,13.64,6,Bi-Weekly,Business_Expansion,Female,08-Apr-1997,Married,2,Retail_Trade,,328.75,2,Vehicle,EcoCash,Manicaland PDQ7527,2,2025-10-08,2025-10-28,2025-12-10,2027-04-21,1824.43,79.91,18,Monthly,,Male,26-Jun-1991,Divorced,4,Agriculture,,227.2,3,Guarantor,EcoCash,Manicaland AAA8650,3,2025-11-01,2025-11-20,2026-01-02,2026-05-19,1978.41,12.45,6,Monthly,Rent,Female,06-Mar-1997,Divorced,2,Education,34,606.82,7,Guarantor,OneMoney,Harare MPS1872,0,2025-08-15,2025-08-17,2025-09-12,2026-02-13,2091.02,14.84,6,Monthly,Livestock,Male,01-Mar-2001,Married,4,Agriculture,11,349.14,8,,InnBucks,Masvingo XPC3180,2,2025-07-04,2025-07-12,2025-08-17,2027-01-03,2737.86,126.26,18,Monthly,,Female,09-Aug-2004,Single,0,Retail_Trade,19,384.45,6,Livestock,InnBucks,Bulawayo ERE3203,2,2025-02-13,2025-02-15,2025-03-14,2027-02-05,3113.39,16.43,24,Monthly,Farming_Inputs,Male,08-Aug-1971,Married,4,Transport,56,297.35,2,None,Bank_Transfer,Midlands JNS2424,5,2025-07-20,2025-08-04,2025-09-07,2025-10-03,256.25,166.54,2,Weekly,Funeral,Male,21-Feb-1999,Divorced,2,Retail_Trade,43,186.5,3,None,Bank_Transfer,Mashonaland_East QIP5472,5,2025-09-28,2025-10-03,2025-11-07,2025-12-02,4750.73,180.04,2,Bi-Weekly,Medical,Female,11-Apr-1982,Single,3,Telecom,41,2320.22,1,Savings,InnBucks,Masvingo KRI1406,3,2025-03-11,2025-03-20,2025-05-01,2027-03-10,912.97,84.08,24,Monthly,Personal,Male,08-Dec-1986,Single,1,Agriculture,95,227.63,5,Guarantor,OneMoney,Masvingo LCG0245,3,2025-01-08,2025-01-12,2025-02-07,2026-07-06,2298.18,13.43,18,Weekly,Rent,Female,04-Feb-1987,Divorced,2,Healthcare,,558.02,0,Property,EcoCash,Harare UGQ3179,3,2025-07-11,2025-07-27,2025-09-01,2026-01-23,2002.93,18.92,6,Monthly,Personal,Male,17-Mar-1998,Married,3,Education,39,628.36,0,Property,EcoCash,Harare QTL9465,1,2025-01-27,2025-02-08,2025-03-24,2026-02-03,4618.38,121.17,12,Monthly,Equipment,Male,25-Jul-1999,Married,4,Retail_Trade,13,586.78,4,Savings,Bank_Transfer,Mashonaland_West WXX7131,3,2026-01-28,2026-02-11,2026-03-10,2027-08-05,6992.6,15.74,18,Monthly,Personal,Female,03-Jun-1984,Married,5,Finance,73,1178.38,4,None,Bank_Transfer,Harare UBL8285,0,2026-02-04,2026-02-15,2026-03-20,2027-02-10,743.14,14.59,12,Monthly,Equipment,Male,10-Sep-1968,Married,2,Agriculture,108,286.83,1,None,Bank_Transfer,Bulawayo CFN7090,1,2025-02-09,2025-02-12,2025-03-10,2028-01-28,14469.14,124.88,36,Monthly,Business_Expansion,Female,17-Apr-1982,Married,,Healthcare,48,745.21,1,Property,EcoCash,Mashonaland_West TPW2557,3,2025-09-26,2025-10-03,2025-11-10,2026-09-28,4870.62,14.22,12,Weekly,Rent,Male,17-Aug-1977,Married,0,Mining,100,1425.77,0,None,EcoCash,Matabeleland_South FNI8664,3,2025-03-29,2025-03-30,2025-05-08,2026-03-25,1310.14,13.95,12,Weekly,Medical,Male,12-Aug-1998,Married,2,Government,,337.58,3,Guarantor,EcoCash,Matabeleland_North PIO9382,4,2025-02-15,2025-03-01,2025-04-06,2026-02-24,34783.96,15.47,12,Monthly,Vehicle,Male,10-Apr-2001,Married,2,Finance,14,995.83,7,Vehicle,Bank_Transfer,Matabeleland_South CCZ6527,2,2025-11-08,2025-11-16,2025-12-28,2027-11-06,8873.27,100.54,24,Bi-Weekly,Working_Capital,Male,01-Apr-2002,Married,0,Transport,1,703.42,4,Savings,Cash,Harare QOK1729,1,2025-05-20,2025-06-01,2025-07-04,2026-11-23,5654.53,108.63,18,Monthly,Equipment,Male,06-Aug-1998,Married,3,Transport,34,300.64,2,Guarantor,EcoCash,Midlands DKE8863,0,2025-12-27,2026-01-17,2026-02-16,2026-04-17,2517.12,15.89,3,Monthly,Stock_Purchase,Female,02-Oct-1991,Married,0,Construction,16,636.57,0,Guarantor,EcoCash,Harare CRV0203,2,2025-11-26,2025-12-05,2025-12-28,2027-11-25,1678.49,90.55,24,Monthly,Farming_Inputs,Male,30-Dec-1980,Divorced,,Informal_Sector,17,140.71,1,Livestock,EcoCash,Mashonaland_Central ZNN4201,4,2025-05-09,2025-05-14,2025-06-20,2026-11-05,8796.37,15.95,18,Monthly,Equipment,Male,03-Sep-1992,Married,2,Retail_Trade,105,608.46,3,None,Cash,Harare CDV7774,0,2025-01-29,2025-02-04,2025-03-09,2027-01-25,2213.46,140.83,24,Monthly,Rent,Male,08-Apr-1974,Divorced,1,Agriculture,22,392.55,1,None,EcoCash,Harare EMG5794,2,2025-10-04,2025-10-16,2025-11-10,2026-10-11,2724.49,14.89,12,Bi-Weekly,Farming_Inputs,Female,09-Aug-1992,Single,2,Manufacturing,,532.75,1,Vehicle,Bank_Transfer,Matabeleland_South WNJ0629,2,2025-09-25,2025-09-30,2025-11-02,2026-06-27,1049.15,92.12,9,Monthly,Livestock,Female,05-Jan-1969,Married,4,Informal_Sector,22,145.72,4,Livestock,Cash,Midlands GGP7119,0,2025-08-16,2025-08-21,2025-09-17,2027-08-11,1186.32,81.6,24,Weekly,Livestock,Male,17-Jan-1986,Divorced,4,Education,119,,1,Guarantor,OneMoney,Matabeleland_North PAH1172,1,2025-02-28,2025-03-10,2025-04-20,2026-03-05,5962.55,77.78,12,Monthly,Equipment,Male,24-Mar-1997,Married,2,Government,124,404.09,7,Savings,Cash,Mashonaland_East PJG5643,1,2025-01-15,2025-01-29,2025-03-12,2026-07-23,22733.33,102.51,18,Weekly,Equipment,Male,10-Apr-2005,Single,0,Telecom,14,993.04,0,Livestock,OneMoney,Harare IAM1828,0,2026-02-07,2026-02-27,2026-03-25,2028-02-17,3051.64,15.99,24,Monthly,Debt_Consolidation,Female,29-Jun-1987,Single,6,Healthcare,61,354.93,0,Property,Bank_Transfer,Harare DIK3154,1,2025-12-20,2025-12-26,2026-02-06,2026-06-24,8042.72,14.22,6,Monthly,Business_Expansion,Female,30-Oct-1970,Divorced,6,Informal_Sector,17,333.52,2,Property,EcoCash,Mashonaland_Central CTT5887,0,2025-02-28,2025-03-16,2025-04-25,2026-03-11,1938.31,132.98,12,Monthly,Stock_Purchase,Male,21-Jan-1999,Married,0,Retail_Trade,29,285.01,0,None,EcoCash,Harare PLX1043,3,2025-11-13,2025-11-20,2025-12-22,2026-11-15,1315.3,14.77,12,Monthly,Debt_Consolidation,Female,25-May-2001,Single,1,,7,537.46,5,Guarantor,EcoCash,Manicaland SIJ6453,1,2026-02-06,2026-02-15,2026-03-20,2029-01-30,886.06,13.28,36,Monthly,Working_Capital,Male,04-Nov-1959,Divorced,4,,30,62.87,2,Guarantor,EcoCash,Mashonaland_West UGI7847,0,2025-03-07,2025-03-25,2025-04-27,2026-03-20,2702.13,155.03,12,Monthly,Business_Expansion,Female,24-Jun-2005,Single,1,Retail_Trade,14,515.34,1,Guarantor,EcoCash,Harare KGO6514,2,2025-03-15,2025-03-27,2025-05-07,2026-03-22,2630.17,76.48,12,Monthly,Farming_Inputs,Female,28-Nov-1973,Divorced,4,Manufacturing,84,327.93,2,Property,EcoCash,Masvingo ARC6739,3,2025-09-11,2025-09-27,2025-10-28,2027-09-17,995.75,10.97,24,Monthly,Debt_Consolidation,Female,04-Dec-1981,Married,5,Manufacturing,137,226.62,1,Savings,Bank_Transfer,Mashonaland_Central YAW0653,2,2025-02-15,2025-03-06,2025-04-17,2027-02-24,7336.24,125.41,24,Monthly,Livestock,Female,20-Jun-1982,Single,,Government,210,618.27,6,Property,InnBucks,Mashonaland_East YQM6980,0,2025-02-09,2025-02-24,2025-03-25,2025-08-23,1787.49,119.98,6,Monthly,,Female,29-May-2007,Single,0,Government,16,731.18,5,Savings,Bank_Transfer,Bulawayo HFE2279,5,2025-09-11,2025-09-29,2025-10-28,2025-10-29,542.07,148.34,1,Bi-Weekly,Medical,Male,21-Feb-1963,Married,3,Agriculture,79,208.39,3,None,EcoCash,Bulawayo VZF6216,5,2025-03-28,2025-04-02,2025-05-17,2025-09-29,1295.54,114.25,6,Weekly,Personal,Female,29-Nov-1995,Divorced,2,Government,67,686.04,2,Savings,OneMoney,Harare ZCH6489,0,2025-05-20,2025-05-31,2025-07-01,2025-11-27,2716.49,17.88,6,Monthly,,Male,20-Aug-1974,Divorced,5,Manufacturing,84,542.47,2,Guarantor,Bank_Transfer,Mashonaland_West TVP7259,1,2025-02-04,2025-02-23,2025-04-05,2028-02-08,3359.37,115.23,36,Monthly,Equipment,Female,31-Jan-1968,Married,2,Education,48,459.67,1,Property,InnBucks,Matabeleland_South GAV1656,3,2025-05-23,2025-05-28,2025-07-08,2025-11-24,715.12,15.28,6,Monthly,Medical,Female,22-Apr-2007,Single,2,Informal_Sector,11,,5,Guarantor,Cash,Harare WPT0894,5,2025-04-13,2025-04-14,2025-05-09,2025-05-14,297.38,143.19,1,Monthly,Personal,Female,29-Oct-1965,Married,5,Agriculture,81,228.21,2,Vehicle,Bank_Transfer,Harare YWS0422,0,2025-11-01,2025-11-02,2025-12-04,2026-10-28,2019.17,107.1,12,Bi-Weekly,Vehicle,Male,09-Dec-1982,Widowed,7,Agriculture,33,,0,None,EcoCash,Harare XUK7427,1,2025-10-30,2025-11-06,2025-12-06,2028-10-21,17589.87,107.96,36,Bi-Weekly,Stock_Purchase,Female,13-Jul-1995,Single,4,Mining,107,817.39,1,Vehicle,Cash,Manicaland HLU2704,2,2025-10-03,2025-10-19,2025-11-14,2027-10-09,4347.76,11.02,24,Monthly,Farming_Inputs,Female,14-Dec-2002,Single,0,Government,58,932.3,1,,Cash,Masvingo YFZ6065,1,2025-10-31,2025-11-06,2025-12-16,2028-10-21,3377.12,12.38,36,Bi-Weekly,Business_Expansion,Male,12-Apr-1965,Married,3,Agriculture,,241.64,2,None,OneMoney,Matabeleland_South YPM4038,1,2025-06-26,2025-07-02,2025-08-05,2026-06-27,17650.85,134.22,12,Monthly,Business_Expansion,Male,25-May-1986,Married,3,Manufacturing,82,,2,Vehicle,EcoCash,Harare XLE1332,1,2026-01-28,2026-01-29,2026-02-23,2027-01-24,10842.62,12.52,12,Monthly,Business_Expansion,Male,16-Jun-2005,Single,1,Education,14,732.2,0,Property,Bank_Transfer,Bulawayo WWQ9108,3,2024-12-13,2025-01-01,2025-01-28,2025-12-27,2480.28,16.13,12,Monthly,Debt_Consolidation,Male,26-May-1967,Divorced,3,Construction,108,531.43,0,None,Bank_Transfer,Harare OBA3645,5,2025-04-18,2025-04-25,2025-06-01,2025-06-24,159.51,169.69,2,Bi-Weekly,Funeral,Female,11-Feb-1984,Married,0,Informal_Sector,20,129.79,4,,Bank_Transfer,Mashonaland_West GUE8114,0,2025-07-12,2025-07-25,2025-09-04,2026-01-21,416.16,114.13,6,Monthly,Wedding,Female,03-Jan-1989,Divorced,3,Agriculture,75,158.53,4,Guarantor,EcoCash,Mashonaland_East LDI5459,2,2025-01-03,2025-01-12,2025-02-24,2025-07-11,2465.64,103.94,6,Monthly,Working_Capital,Male,21-Oct-1996,Widowed,4,Informal_Sector,,546.93,0,Livestock,Bank_Transfer,Masvingo SIJ7030,4,2025-07-25,2025-08-12,2025-09-24,2027-02-03,16450.68,15.14,18,Bi-Weekly,Vehicle,Male,06-Jan-1969,Married,0,Manufacturing,60,648.23,3,Livestock,InnBucks,Harare SGF2166,4,2025-02-04,2025-02-08,2025-03-06,2026-08-02,17949.12,13.6,18,Monthly,Equipment,Male,05-Apr-1996,Single,3,Informal_Sector,15,554.77,1,Guarantor,EcoCash,Midlands IUS8573,0,2024-12-18,2025-01-06,2025-02-09,2025-07-05,1448.64,119.17,6,Monthly,Personal,Female,11-Dec-1980,Married,3,Education,46,448.19,2,Livestock,Cash,Mashonaland_West OAV3919,2,2025-05-13,2025-05-22,2025-06-21,2026-05-17,16245.62,78.02,12,Monthly,Farming_Inputs,Male,12-Mar-1967,Married,0,Finance,34,1318.62,0,Livestock,Cash,Masvingo NSC7363,3,2025-10-18,2025-10-29,2025-12-10,2026-10-24,663.06,18.4,12,Monthly,School_Fees,Female,03-Jul-1971,Widowed,6,Agriculture,,151.24,0,None,Bank_Transfer,Bulawayo BPV9497,1,2025-09-28,2025-10-02,2025-11-03,2026-09-27,11949.26,134.87,12,Monthly,Working_Capital,Male,30-Jan-1996,Divorced,3,Government,57,891.77,2,Property,Bank_Transfer,Midlands ILU0718,0,2025-02-01,2025-02-18,2025-03-28,2025-05-19,2750.86,17.83,3,Monthly,Livestock,Female,07-Jul-2001,Single,1,Manufacturing,31,329.44,0,Guarantor,Bank_Transfer,Mashonaland_West QDB3206,0,2025-12-17,2025-12-29,2026-02-06,2026-06-27,5304.86,16.42,6,Monthly,School_Fees,Male,01-Feb-1994,Married,6,Finance,21,750.95,0,Guarantor,Bank_Transfer,Mashonaland_East ELT3255,4,2025-03-30,2025-04-06,2025-05-20,2026-04-01,19049.93,13.71,12,Monthly,Vehicle,Male,18-Feb-1978,Divorced,7,Government,118,645.53,1,Property,EcoCash,Masvingo XKQ2938,2,2025-01-13,2025-01-18,2025-02-23,2026-07-12,2764.88,105.47,18,Monthly,Livestock,Male,26-Jan-1983,Married,0,Government,194,323.2,3,Property,EcoCash,Midlands AQA0422,3,2025-03-10,2025-03-18,2025-04-15,2026-03-13,771.18,94.63,12,Monthly,Personal,Male,24-Oct-2004,Married,0,Agriculture,15,138.32,3,None,Bank_Transfer,Bulawayo PLP7326,3,2025-07-03,2025-07-06,2025-08-10,2026-12-28,521.73,15.72,18,Monthly,School_Fees,Male,07-Nov-1989,Single,1,Retail_Trade,65,231.89,2,Guarantor,Bank_Transfer,Matabeleland_North PLY6486,2,2025-01-05,2025-01-14,2025-02-14,2027-01-04,4465.88,9.69,24,Monthly,Working_Capital,Female,04-Mar-1984,Married,4,Informal_Sector,27,474.26,3,Livestock,Bank_Transfer,Bulawayo TXV3058,0,2025-01-18,2025-01-26,2025-03-09,2026-01-21,2354.45,115.99,12,Monthly,Equipment,Male,19-Jul-1986,Married,1,Construction,97,540.48,1,None,InnBucks,Mashonaland_East HZU6833,0,2025-08-02,2025-08-15,2025-09-25,2026-02-11,699.23,120.79,6,Monthly,Stock_Purchase,Female,24-Aug-1973,Divorced,1,Informal_Sector,7,117.31,4,None,EcoCash,Manicaland OYN1376,0,2025-05-13,2025-05-19,2025-06-28,2026-11-10,2810.92,16.61,18,Monthly,Vehicle,Male,27-Aug-1972,Single,3,NGO,51,949.89,3,None,InnBucks,Bulawayo RKZ2520,1,2025-04-18,2025-05-03,2025-06-05,2027-04-23,2654.43,12.15,24,Monthly,Business_Expansion,Male,06-Nov-1996,Married,0,Agriculture,26,210.12,1,Guarantor,Cash,Midlands VJK1168,1,2025-05-07,2025-05-12,2025-06-17,2025-11-08,3942.97,15.76,6,Monthly,Business_Expansion,Female,28-Jan-1971,Single,6,Agriculture,77,195.72,1,Guarantor,Cash,Harare ZBV7530,2,2026-01-21,2026-01-22,2026-03-02,2027-01-17,2419.17,100.98,12,Weekly,Working_Capital,Male,18-Nov-1996,Married,2,Healthcare,75,307.02,8,Guarantor,EcoCash,Harare LWZ3926,4,2025-01-01,2025-01-07,2025-02-16,2027-12-23,7816.9,112.79,36,Monthly,Vehicle,Male,04-Jul-1965,Single,2,Agriculture,65,223.85,7,Guarantor,EcoCash,Masvingo OZK7168,3,2025-05-17,2025-06-01,2025-07-09,2027-05-22,855.17,17.71,24,Monthly,Rent,Female,24-May-1982,Widowed,,Education,65,290.92,1,Guarantor,Bank_Transfer,Manicaland DIC4454,4,2025-09-04,2025-09-25,2025-11-08,2027-09-15,19058.54,19.02,24,Weekly,Equipment,Male,03-Sep-1968,Single,0,NGO,12,1142.48,7,Savings,EcoCash,Harare AQE1099,0,2024-12-24,2025-01-02,2025-02-11,2025-04-02,8324.53,119.93,3,Monthly,Home_Improvement,Male,27-Nov-1970,Married,5,Mining,85,1546.8,1,Property,EcoCash,Manicaland FVI6751,2,2025-06-10,2025-06-26,2025-07-28,2026-06-21,10226.11,94.0,12,Monthly,Working_Capital,Female,30-Sep-2002,Single,2,Telecom,5,1155.36,2,Livestock,Bank_Transfer,Mashonaland_East JHS9927,1,2025-04-18,2025-04-24,2025-05-28,2026-04-19,2357.83,11.84,12,Monthly,Business_Expansion,Female,13-Jun-1967,Widowed,2,,31,147.58,1,None,OneMoney,Mashonaland_Central DBB3746,0,2025-11-08,2025-11-13,2025-12-17,2026-02-11,1523.91,143.6,3,Monthly,Farming_Inputs,Male,30-Sep-1997,Divorced,3,Retail_Trade,79,744.66,3,None,Bank_Transfer,Harare CWX6774,1,2025-03-26,2025-03-27,2025-04-28,2026-03-22,5663.78,16.32,12,Monthly,Stock_Purchase,Male,12-Feb-1983,Widowed,6,Agriculture,22,361.94,0,None,Bank_Transfer,Mashonaland_East JXD3194,2,2025-02-09,2025-02-24,2025-03-28,2026-02-19,4359.09,112.16,12,Weekly,Working_Capital,Male,23-Mar-1995,Divorced,0,Education,84,433.82,2,None,Cash,Masvingo EWS5489,5,2025-10-26,2025-10-29,2025-12-05,2026-01-27,510.57,197.8,3,Bi-Weekly,Medical,Female,12-Oct-1990,Single,2,Manufacturing,137,398.41,3,,InnBucks,Harare YOO0895,4,2024-12-28,2025-01-15,2025-02-11,2028-12-25,3104.49,19.41,48,Monthly,Equipment,Female,18-Jun-1967,Widowed,2,Retail_Trade,40,486.01,0,Vehicle,Cash,Manicaland QMM3659,4,2025-10-05,2025-10-08,2025-11-10,2027-04-01,6175.5,13.82,18,Monthly,Vehicle,Male,23-Jun-1977,Single,,Informal_Sector,42,499.8,1,Property,Bank_Transfer,Harare OKZ7721,1,2025-11-21,2025-11-27,2026-01-03,2026-05-26,7621.48,143.29,6,Monthly,Equipment,Female,29-Mar-1961,Married,5,Government,183,755.73,1,Livestock,EcoCash,Matabeleland_South MZB2572,2,2025-08-05,2025-08-21,2025-09-21,2026-08-16,1789.72,12.95,12,Monthly,Livestock,Male,22-Nov-1985,Married,,Agriculture,103,311.06,1,None,Bank_Transfer,Midlands JWR7273,1,2025-05-01,2025-05-21,2025-06-22,2027-05-11,11913.99,11.6,24,Monthly,Business_Expansion,Male,15-Jun-1984,Married,1,Telecom,,811.64,3,,Cash,Harare JVR1502,3,2025-04-27,2025-05-09,2025-06-11,2026-05-04,1284.41,16.01,12,Monthly,Personal,Male,07-Mar-1986,Married,6,Retail_Trade,64,468.36,0,Guarantor,Bank_Transfer,Bulawayo BII5034,3,2025-04-12,2025-04-27,2025-06-08,2027-04-17,3417.91,15.27,24,Monthly,Debt_Consolidation,Male,21-May-1978,Married,3,Healthcare,39,799.01,2,Savings,OneMoney,Harare YST1582,2,2024-12-26,2025-01-07,2025-02-01,2025-10-04,4402.48,104.45,9,Bi-Weekly,Farming_Inputs,Male,16-May-1979,Married,3,Manufacturing,46,473.48,2,Guarantor,Bank_Transfer,Mashonaland_West FRZ2719,0,2025-10-08,2025-10-09,2025-11-05,2027-04-02,1392.76,15.05,18,Monthly,School_Fees,Male,30-Apr-1988,Married,2,Informal_Sector,37,234.36,2,,OneMoney,Manicaland LJL4583,0,2025-10-30,2025-11-15,2025-12-11,2027-11-05,5491.43,99.14,24,Monthly,,Male,06-Jan-1963,Married,4,NGO,122,1003.03,1,None,EcoCash,Harare IVK1262,3,2025-06-04,2025-06-14,2025-07-27,2026-06-09,5476.13,15.14,12,Monthly,Debt_Consolidation,Female,19-May-1978,Married,0,Mining,2,1241.12,1,None,Cash,Masvingo AGO2014,3,2025-01-10,2025-01-13,2025-02-18,2027-01-03,1252.4,81.76,24,Monthly,Medical,Male,31-Mar-2003,Single,1,Retail_Trade,20,436.98,3,Guarantor,EcoCash,Masvingo VOY4391,2,2025-04-18,2025-04-28,2025-05-28,2027-04-18,3831.85,137.03,24,Monthly,Farming_Inputs,Female,09-Jun-1979,Married,5,,62,354.48,1,Livestock,Cash,Midlands DIA7288,5,2025-10-22,2025-10-28,2025-12-04,2026-01-26,778.92,161.56,3,Monthly,Funeral,Female,05-May-1997,Married,2,Construction,78,357.81,6,None,Bank_Transfer,Bulawayo KTJ8937,2,2025-12-30,2026-01-15,2026-02-25,2028-01-05,2737.42,121.97,24,Monthly,Equipment,Female,29-Mar-1985,Married,0,Government,107,257.66,7,None,EcoCash,Harare GHZ6620,0,2025-04-18,2025-04-28,2025-05-27,2025-10-25,727.24,,6,Monthly,Livestock,Female,07-Jan-1972,Married,5,Government,161,575.6,3,None,EcoCash,Midlands EIQ5825,3,2026-01-23,2026-02-03,2026-03-03,2027-01-29,2108.97,10.25,12,Monthly,Rent,Female,27-Nov-1971,Married,6,,141,779.5,3,,Cash,Manicaland DMT3024,0,2026-01-22,2026-01-30,2026-02-27,2027-01-25,6707.39,15.02,12,Weekly,Livestock,Female,30-Mar-1980,Divorced,,,17,1050.73,2,None,EcoCash,Bulawayo NSA3551,0,2025-06-02,2025-06-08,2025-07-10,2027-05-29,2660.21,122.33,24,Monthly,Wedding,Female,20-Dec-1970,Married,4,Transport,85,1066.13,3,Savings,Bank_Transfer,Midlands HGA5858,1,2025-12-21,2026-01-10,2026-02-23,2027-01-05,8734.26,10.53,12,Bi-Weekly,Business_Expansion,Male,28-Apr-1984,Widowed,4,Retail_Trade,15,1027.63,1,Savings,Cash,Mashonaland_Central SYY9291,0,2025-07-22,2025-08-06,2025-09-17,2025-11-04,3311.88,16.69,3,Bi-Weekly,,Male,08-Jan-1977,Married,4,Finance,100,,0,None,EcoCash,Harare ELM2280,1,2025-09-13,2025-10-03,2025-11-10,2026-09-28,1969.06,115.54,12,Monthly,Business_Expansion,Male,06-Sep-1976,Married,3,Informal_Sector,3,192.45,4,None,Bank_Transfer,Mashonaland_West OVQ2692,3,2025-08-26,2025-09-01,2025-09-27,2026-08-27,955.01,96.35,12,Monthly,Medical,Male,27-Aug-1997,Single,,Retail_Trade,44,442.79,2,Guarantor,Cash,Midlands PRA5342,0,2025-09-08,2025-09-21,2025-10-25,2025-12-20,534.87,136.63,3,Monthly,,Female,24-Sep-1985,Married,4,Informal_Sector,35,165.95,2,None,EcoCash,Mashonaland_Central FEX1797,2,2025-11-05,2025-11-16,2025-12-28,2026-11-11,2052.53,70.09,12,Monthly,Livestock,Male,16-Oct-1977,Married,5,Retail_Trade,82,225.48,0,Livestock,Bank_Transfer,Masvingo UNW1268,1,2025-11-24,2025-11-29,2025-12-28,2026-05-28,1284.71,127.75,6,Weekly,Working_Capital,Male,20-Dec-2005,Single,0,Agriculture,7,139.3,2,Guarantor,Cash,Mashonaland_Central UNF3809,0,2025-06-26,2025-07-04,2025-07-28,2025-12-31,6245.65,117.5,6,Bi-Weekly,Funeral,Female,11-Jun-1959,Divorced,5,Retail_Trade,51,927.19,0,Savings,Cash,Matabeleland_North AGW7178,1,2025-03-13,2025-03-19,2025-04-15,2028-03-03,16053.74,15.11,36,Monthly,Business_Expansion,Male,08-Sep-1992,Single,5,Retail_Trade,96,830.81,1,Vehicle,InnBucks,Harare ZRE1357,5,2025-02-21,2025-03-08,2025-04-16,2025-05-07,2633.59,19.7,2,Bi-Weekly,Personal,Female,03-Feb-1984,Married,2,Finance,55,2002.35,0,None,Cash,Manicaland IMT4399,1,2025-10-20,2025-11-05,2025-12-09,2028-10-20,12753.54,14.19,36,Monthly,Stock_Purchase,Male,28-Jun-1990,Married,4,Government,13,660.31,0,Guarantor,EcoCash,Harare MWK5375,3,2025-03-13,2025-03-28,2025-04-28,2025-09-24,1275.44,16.13,6,Monthly,School_Fees,Male,10-Oct-1995,Married,4,Informal_Sector,21,420.66,0,Savings,EcoCash,Masvingo QVR4912,5,2025-05-22,2025-06-03,2025-07-18,2025-09-01,223.95,163.36,3,Monthly,Medical,Male,15-May-2000,Married,3,Informal_Sector,14,183.25,2,Vehicle,EcoCash,Midlands CYK6709,0,2025-12-14,2025-12-20,2026-01-28,2026-03-20,6633.98,17.14,3,Monthly,Funeral,Male,20-Jan-1995,Single,1,Government,58,771.48,2,,Bank_Transfer,Harare LJJ2126,0,2025-10-10,2025-10-28,2025-12-09,2026-04-26,439.99,15.7,6,Monthly,Personal,Male,02-Jan-1957,Single,4,Agriculture,120,136.84,2,None,Cash,Manicaland RUA9027,3,2025-09-28,2025-10-11,2025-11-23,2026-10-06,397.24,12.93,12,Bi-Weekly,Debt_Consolidation,Female,10-Dec-1984,Single,,Agriculture,8,89.9,6,Savings,Bank_Transfer,Bulawayo ACA1080,1,2025-03-22,2025-03-31,2025-05-01,2026-03-26,4252.63,142.18,12,Monthly,Business_Expansion,Female,06-Dec-1965,Married,3,Agriculture,145,,0,None,EcoCash,Harare ZPH3170,2,2025-10-12,2025-10-21,2025-11-23,2027-10-11,3494.43,10.35,24,Monthly,Equipment,Male,18-Jun-2004,Married,1,Manufacturing,13,273.28,0,None,Bank_Transfer,Harare IDM4207,2,2025-09-17,2025-09-26,2025-10-28,2026-09-21,1006.17,9.46,12,Monthly,Farming_Inputs,Female,21-Mar-2007,Single,1,Informal_Sector,6,124.59,0,Guarantor,Bank_Transfer,Midlands ZTP7739,3,2025-08-21,2025-09-09,2025-10-13,2027-03-03,1725.73,80.87,18,Monthly,Personal,Male,23-Dec-1985,Married,2,Retail_Trade,117,461.41,0,Savings,EcoCash,Manicaland YDV5815,1,2025-01-28,2025-02-16,2025-03-21,2026-08-10,3698.98,99.22,18,Monthly,Business_Expansion,Female,23-Nov-2007,Single,2,Informal_Sector,3,315.63,2,None,EcoCash,Harare BQO0017,1,2025-12-02,2025-12-19,2026-01-28,2028-12-03,14788.11,136.72,36,Monthly,Business_Expansion,Male,05-Jul-1990,Divorced,2,Informal_Sector,10,611.84,2,None,EcoCash,Harare XUA9984,1,2025-10-28,2025-11-18,2025-12-16,2027-05-12,7475.79,16.73,18,Monthly,Stock_Purchase,,02-Nov-1997,Single,2,Retail_Trade,72,351.94,5,None,Cash,Matabeleland_North INW7958,5,2025-01-05,2025-01-26,2025-03-12,2025-04-26,1665.23,148.56,3,Bi-Weekly,Rent,Male,21-Oct-1982,Divorced,5,Government,53,,1,None,Cash,Bulawayo KFQ2870,4,2025-08-01,2025-08-15,2025-09-14,2028-07-30,8932.85,16.19,36,Monthly,Home_Improvement,Male,27-Jul-2000,Married,2,Mining,24,759.54,4,Vehicle,Bank_Transfer,Matabeleland_South KOY1613,4,2025-05-05,2025-05-09,2025-06-05,2029-04-18,11727.6,14.55,48,Monthly,Home_Improvement,Male,08-May-1982,,3,Manufacturing,44,480.29,2,Vehicle,OneMoney,Harare YCT7342,0,2025-04-17,2025-04-25,2025-05-28,2025-10-22,1669.13,123.81,6,Monthly,Farming_Inputs,Female,22-Sep-1984,Divorced,3,Informal_Sector,7,296.07,0,Savings,EcoCash,Bulawayo QQA9782,0,2025-06-17,2025-07-07,2025-08-04,2026-07-02,1915.3,119.41,12,Monthly,Farming_Inputs,Male,14-Jan-1990,Divorced,2,Government,,528.12,2,None,EcoCash,Mashonaland_Central BAO5422,3,2025-05-29,2025-06-18,2025-07-13,2026-12-10,342.93,104.9,18,Monthly,Debt_Consolidation,Female,24-Jul-2006,Single,0,Informal_Sector,11,177.08,2,None,InnBucks,Harare KAS6278,2,2025-12-14,2025-12-15,2026-01-19,2027-12-05,1995.57,83.05,24,Monthly,Farming_Inputs,Female,06-Jun-1980,Widowed,1,Informal_Sector,9,460.7,1,Livestock,EcoCash,Bulawayo XNS2468,1,2024-12-21,2025-01-05,2025-02-06,2025-12-31,7943.2,107.33,12,Weekly,Working_Capital,Female,22-Sep-1980,Married,2,Mining,28,1298.47,0,Livestock,InnBucks,Harare VIU6714,0,2025-06-17,2025-06-26,2025-07-23,2025-12-23,897.79,123.67,6,Monthly,Working_Capital,Male,06-Apr-1962,Married,2,Manufacturing,66,482.03,8,Livestock,Bank_Transfer,Harare SMA2660,0,2025-10-06,2025-10-20,2025-11-28,2027-04-13,761.63,127.65,18,Monthly,Rent,Female,09-May-2003,Single,0,Informal_Sector,42,216.07,3,Savings,Bank_Transfer,Harare CEZ5920,3,2025-10-23,2025-11-05,2025-12-15,2026-10-31,4369.7,12.46,12,Monthly,Rent,Female,15-Feb-1977,Divorced,3,Mining,93,1308.46,0,Vehicle,Bank_Transfer,Bulawayo JJX6153,2,2025-06-04,2025-06-15,2025-07-16,2026-12-07,2487.08,87.58,18,Monthly,Livestock,,16-Feb-1980,Divorced,0,Education,37,289.37,1,Guarantor,InnBucks,Harare ZCT4811,2,2025-04-18,2025-05-06,2025-06-17,2026-05-01,2305.58,92.35,12,Monthly,Working_Capital,Male,28-Nov-1985,Married,0,Agriculture,123,338.29,2,Livestock,EcoCash,Mashonaland_West ISM2735,3,2025-07-25,2025-08-03,2025-09-01,2026-01-30,2076.05,14.84,6,Monthly,Debt_Consolidation,Male,03-Nov-1974,Married,6,Manufacturing,90,832.93,0,None,EcoCash,Mashonaland_West KMP9746,0,2025-09-02,2025-09-06,2025-10-12,2027-02-28,5241.54,13.63,18,Monthly,Stock_Purchase,Female,04-Feb-1966,Divorced,5,Telecom,135,1210.9,5,,EcoCash,Matabeleland_South LLQ4055,0,2026-01-23,2026-01-27,2026-03-04,2026-07-26,1692.6,13.73,6,Monthly,Home_Improvement,Female,07-Jun-2002,Single,2,Retail_Trade,8,942.77,4,Guarantor,Bank_Transfer,Harare RRF8912,5,2025-01-14,2025-01-18,2025-02-12,2025-02-17,926.05,191.95,1,Monthly,Rent,Female,05-Dec-1982,Married,3,Retail_Trade,154,517.4,0,Guarantor,Bank_Transfer,Mashonaland_East QBW7406,0,2025-04-04,2025-04-15,2025-05-28,2025-10-12,7573.35,17.97,6,Monthly,Vehicle,Female,15-Sep-1990,Divorced,1,Construction,101,1113.34,3,Property,InnBucks,Manicaland OJS1596,5,2025-09-27,2025-09-29,2025-10-24,2025-10-29,331.4,167.01,1,Monthly,Medical,Female,21-Apr-1974,Divorced,4,Informal_Sector,7,140.6,2,Vehicle,Bank_Transfer,Harare RHO4507,2,2025-07-30,2025-08-10,2025-09-15,2026-08-05,1814.37,103.48,12,Monthly,Equipment,Male,16-Jan-1990,Married,4,Retail_Trade,79,242.95,1,Livestock,Bank_Transfer,Bulawayo LKP7516,1,2025-05-16,2025-05-21,2025-06-18,2028-05-05,12036.53,15.98,36,Monthly,Working_Capital,Male,08-Mar-1965,Married,2,Finance,32,,2,Property,Bank_Transfer,Midlands XZH6228,2,2024-12-13,2025-01-02,2025-02-09,2026-06-26,373.99,12.19,18,Weekly,Working_Capital,Male,05-Dec-1994,Single,3,Informal_Sector,30,54.92,4,None,EcoCash,Harare NAA2800,0,2025-10-25,2025-11-15,2025-12-19,2026-11-10,1962.32,103.29,12,Monthly,Equipment,Male,12-Nov-2002,Married,0,Education,5,443.96,2,Vehicle,Bank_Transfer,Harare BGZ5066,0,2026-01-13,2026-01-27,2026-02-22,2027-01-22,4851.1,14.98,12,Monthly,Farming_Inputs,Male,01-Jan-1994,Married,,Manufacturing,25,655.04,2,None,InnBucks,Bulawayo CMI7750,2,2025-11-01,2025-11-21,2025-12-27,2026-11-16,4700.16,89.94,12,Monthly,Farming_Inputs,Male,31-May-1963,Married,7,Retail_Trade,36,319.05,1,Guarantor,EcoCash,Harare UWS1232,1,2025-06-27,2025-07-05,2025-08-04,2026-06-30,3868.55,104.23,12,Bi-Weekly,Stock_Purchase,Male,12-Aug-2007,Divorced,2,Agriculture,3,440.68,4,None,InnBucks,Matabeleland_North UCU1562,3,2025-10-09,2025-10-10,2025-11-11,2026-04-08,3937.14,17.5,6,Bi-Weekly,Rent,Female,04-Aug-1986,Married,5,Retail_Trade,45,,1,Guarantor,Bank_Transfer,Harare CXZ1451,0,2025-12-20,2026-01-02,2026-02-11,2026-07-01,1496.33,82.65,6,Monthly,Farming_Inputs,Male,08-Jun-1968,Divorced,4,Manufacturing,17,344.16,2,,OneMoney,Matabeleland_South XZI0704,0,2025-11-30,2025-12-05,2026-01-03,2026-03-05,1479.68,111.15,3,Monthly,Working_Capital,Female,28-Aug-1980,Divorced,4,Mining,50,,4,None,Cash,Masvingo DQZ9741,1,2025-01-24,2025-02-12,2025-03-21,2026-08-06,2776.39,120.11,18,Weekly,Equipment,Female,24-May-2006,Single,0,Agriculture,11,120.33,1,Savings,Cash,Masvingo HHO4419,0,2025-04-11,2025-04-28,2025-05-28,2025-10-25,2706.94,15.02,6,Monthly,Home_Improvement,Male,10-Sep-1981,Married,1,Finance,15,668.04,2,None,InnBucks,Mashonaland_Central RZA0154,2,2025-09-03,2025-09-08,2025-10-08,2026-06-05,2874.53,124.35,9,Monthly,Livestock,Female,07-Aug-1977,Married,3,Telecom,49,1219.82,2,Livestock,EcoCash,Mashonaland_West XCM7012,2,2025-12-08,2025-12-22,2026-01-28,2026-09-18,4032.52,122.33,9,Bi-Weekly,Equipment,Male,28-Feb-1990,Single,1,Mining,113,872.08,5,Livestock,Bank_Transfer,Harare SYQ5872,2,2025-10-01,2025-10-12,2025-11-11,2027-04-05,1604.32,80.43,18,Monthly,Livestock,Male,14-Jun-1991,Married,3,Manufacturing,,286.02,4,Livestock,EcoCash,Mashonaland_East WGT9197,4,2025-03-13,2025-03-19,2025-04-23,2026-03-14,1112.62,97.03,12,Monthly,Home_Improvement,Male,09-Feb-2007,Single,1,Agriculture,8,80.69,0,Vehicle,Bank_Transfer,Harare ZPP2318,0,2025-10-02,2025-10-12,2025-11-15,2027-10-02,654.82,146.83,24,Monthly,Personal,Female,21-Dec-1985,Single,5,Agriculture,57,133.8,1,None,Bank_Transfer,Mashonaland_West YNY5682,1,2025-04-03,2025-04-20,2025-06-01,2026-10-12,16286.2,90.93,18,Monthly,Stock_Purchase,Female,15-Jun-1958,Married,,Education,50,715.27,3,Savings,EcoCash,Matabeleland_South DTI5849,0,2025-06-17,2025-06-23,2025-07-26,2025-12-20,953.22,107.04,6,Monthly,Medical,Female,26-Jan-1973,Married,0,Agriculture,130,402.51,0,Guarantor,Bank_Transfer,Bulawayo MRL8735,4,2026-01-05,2026-01-19,2026-02-15,2029-01-03,19802.75,16.18,36,Bi-Weekly,Home_Improvement,Female,29-Dec-1991,Married,2,Transport,3,666.63,1,Guarantor,Bank_Transfer,Mashonaland_West NZT5187,1,2025-12-01,2025-12-05,2026-01-02,2027-05-29,4805.0,97.4,18,Monthly,Business_Expansion,Female,13-Apr-1994,Married,1,Transport,111,409.82,1,Vehicle,Cash,Mashonaland_West HBD0405,3,2025-06-24,2025-07-03,2025-08-10,2026-06-28,1379.57,14.49,12,Monthly,Medical,Female,26-Feb-1972,Divorced,5,Education,24,369.52,1,None,Bank_Transfer,Bulawayo FQS4223,3,2025-09-12,2025-09-19,2025-11-02,2026-09-14,2010.64,11.73,12,Monthly,Rent,Female,10-Jan-1982,Single,3,Mining,90,741.88,2,None,InnBucks,Harare OMN1338,4,2025-07-28,2025-08-09,2025-09-21,2026-08-04,7244.96,87.02,12,Monthly,Equipment,Male,06-May-1997,Single,1,Education,44,561.74,0,Vehicle,Bank_Transfer,Mashonaland_Central TNK1463,4,2025-05-20,2025-05-21,2025-07-01,2026-11-12,20863.28,17.59,18,Weekly,Equipment,Female,23-Apr-1966,Married,4,Mining,,1092.48,1,Vehicle,InnBucks,Bulawayo WJW5789,1,2026-02-08,2026-02-25,2026-03-28,2028-02-15,5808.52,107.53,24,Monthly,Business_Expansion,Male,20-Feb-1997,Married,3,Manufacturing,75,462.91,1,Vehicle,Cash,Manicaland FIM7054,2,2025-04-28,2025-05-07,2025-06-02,2027-04-27,4526.2,13.3,24,Monthly,Farming_Inputs,Male,11-Jan-1996,Married,4,Agriculture,26,346.25,5,Livestock,EcoCash,Bulawayo FBZ6525,0,2024-12-30,2025-01-01,2025-02-08,2026-06-25,3952.82,90.46,18,Monthly,Vehicle,Female,17-Feb-1997,Married,,Transport,40,497.97,0,None,EcoCash,Mashonaland_West ZFM8609,1,2024-12-23,2025-01-13,2025-02-21,2027-12-29,4857.82,108.88,36,Monthly,Business_Expansion,Female,02-Sep-1984,Married,,Education,94,845.06,6,None,EcoCash,Harare DVS8106,2,2025-09-18,2025-10-01,2025-11-09,2026-06-28,7501.16,15.29,9,Monthly,Farming_Inputs,Male,09-Jan-1957,Married,,Retail_Trade,47,627.55,7,Savings,Bank_Transfer,Harare WQG8515,1,2025-11-25,2025-12-15,2026-01-09,2027-12-05,3165.36,13.1,24,Monthly,Working_Capital,Male,19-Jun-1991,Single,1,Agriculture,71,226.13,3,Property,OneMoney,Matabeleland_South XMX7499,0,2025-01-16,2025-02-05,2025-03-22,2027-01-26,960.02,141.58,24,Bi-Weekly,Working_Capital,Female,05-Oct-2004,Single,,,15,,0,Savings,Bank_Transfer,Harare YEM3557,3,2024-12-19,2025-01-04,2025-02-05,2026-06-28,1618.85,15.48,18,Bi-Weekly,Rent,Male,05-Dec-1985,Divorced,3,Healthcare,115,506.64,2,None,OneMoney,Manicaland VAN8479,3,2025-01-05,2025-01-15,2025-02-10,2025-07-14,2254.38,14.16,6,Weekly,Rent,Female,05-Jul-1986,Married,5,Manufacturing,82,614.24,4,Guarantor,InnBucks,Bulawayo EEX1705,2,2025-05-19,2025-06-08,2025-07-06,2027-05-29,2021.57,102.14,24,Monthly,Farming_Inputs,Male,09-Feb-1996,Married,2,Government,97,440.49,0,Livestock,EcoCash,Bulawayo MLP6187,0,2025-01-04,2025-01-10,2025-02-04,2025-07-09,3239.22,77.39,6,Monthly,Working_Capital,Male,01-Aug-1960,Married,4,Transport,167,844.02,1,Guarantor,Cash,Mashonaland_Central ZZT9034,4,2025-11-08,2025-11-21,2025-12-17,2027-11-11,39497.75,16.53,24,Bi-Weekly,,Male,23-Jan-1997,Married,4,Mining,70,1229.01,1,None,Cash,Masvingo PYC1906,0,2026-02-16,2026-02-19,2026-03-26,2027-02-14,3633.01,113.35,12,Weekly,Rent,Male,16-Jan-1979,Married,6,NGO,103,1449.45,8,,EcoCash,Mashonaland_East XKX0417,1,2026-01-25,2026-01-30,2026-03-06,2028-01-20,8170.72,15.64,24,Monthly,Equipment,Male,23-Aug-1993,Widowed,4,Agriculture,64,291.43,0,Vehicle,OneMoney,Mashonaland_East IKQ1892,2,2026-01-15,2026-01-21,2026-02-15,2027-01-16,1530.48,123.42,12,Bi-Weekly,Equipment,Female,28-Oct-1998,Single,4,Informal_Sector,25,82.65,7,None,EcoCash,Mashonaland_West JPS7984,0,2025-09-09,2025-09-18,2025-10-14,2026-03-17,4812.49,108.04,6,Monthly,Business_Expansion,Female,05-Oct-1987,Married,1,Government,38,,2,None,OneMoney,Harare YJP4939,2,2025-04-25,2025-05-04,2025-05-28,2026-04-29,7095.95,97.06,12,Monthly,Equipment,Female,16-Dec-1988,Married,2,Manufacturing,,568.54,0,,InnBucks,Matabeleland_South QLY7451,3,2025-02-25,2025-03-18,2025-04-16,2026-03-13,2918.35,13.23,12,Monthly,School_Fees,Male,27-Jan-1989,Married,3,Retail_Trade,53,984.37,5,Guarantor,OneMoney,Mashonaland_East CAQ1761,1,2025-08-19,2025-08-25,2025-10-06,2028-08-09,16159.49,128.39,36,Monthly,Business_Expansion,Male,03-Jul-1969,Married,3,,135,1004.87,1,Property,InnBucks,Harare RHS3194,0,2025-05-30,2025-06-07,2025-07-10,2026-06-02,2161.49,15.54,12,Monthly,Livestock,Male,29-Jun-1994,Widowed,1,Construction,145,715.44,2,None,Cash,Mashonaland_West URH2223,4,2025-11-18,2025-12-09,2026-01-09,2028-11-23,4427.04,17.72,36,Monthly,Home_Improvement,Male,30-Jan-1980,Divorced,6,Retail_Trade,72,208.98,2,Guarantor,Bank_Transfer,Harare EBV5526,1,2026-01-14,2026-01-25,2026-02-26,2027-01-20,6081.95,116.8,12,Monthly,Stock_Purchase,Male,10-Feb-1960,Widowed,4,Education,127,387.33,1,Vehicle,EcoCash,Harare VPE7690,3,2025-05-10,2025-05-28,2025-07-04,2026-05-23,4641.86,14.76,12,Weekly,Rent,Male,11-May-1984,Married,2,NGO,113,1790.77,0,None,EcoCash,Mashonaland_East MQX2555,0,2025-06-18,2025-06-26,2025-07-28,2026-06-21,579.77,19.27,12,Monthly,Equipment,Female,31-Jul-1965,Married,2,Agriculture,38,143.71,1,Guarantor,EcoCash,Bulawayo LGF8647,3,2025-06-29,2025-06-30,2025-07-25,2025-12-27,811.34,14.56,6,Monthly,Rent,Male,22-Nov-1995,Single,0,Construction,72,278.86,2,Guarantor,Cash,Mashonaland_East ZZE1862,4,2025-09-12,2025-09-17,2025-10-28,2027-09-07,10775.7,14.17,24,Monthly,Home_Improvement,Female,21-Sep-1978,Divorced,,Healthcare,73,480.52,6,Guarantor,OneMoney,Manicaland TEL1237,3,2025-10-02,2025-10-16,2025-11-21,2027-04-09,5545.79,15.11,18,Monthly,Rent,Male,29-Dec-1992,Widowed,5,Manufacturing,126,,0,Livestock,Bank_Transfer,Mashonaland_East IHX5741,5,2025-03-28,2025-04-11,2025-05-07,2025-10-08,1169.23,185.13,6,Monthly,Rent,Male,27-Jun-1986,Married,6,NGO,60,681.1,1,None,EcoCash,Harare QHN6664,5,2025-06-29,2025-07-07,2025-08-06,2025-09-05,1144.14,112.88,2,Monthly,Rent,Female,17-Jul-1986,Divorced,0,Telecom,114,,1,Savings,InnBucks,Manicaland WIH9047,1,2025-11-20,2025-11-25,2025-12-25,2026-11-20,3127.48,103.73,12,Monthly,Business_Expansion,Male,16-Apr-2000,Single,2,Informal_Sector,9,295.23,2,Guarantor,Bank_Transfer,Midlands SPR8036,1,2025-09-04,2025-09-23,2025-11-01,2026-09-18,17635.13,125.04,12,Monthly,Equipment,Female,06-Jan-1975,Married,3,Construction,,617.47,4,Vehicle,InnBucks,Mashonaland_Central XLY2971,0,2026-02-05,2026-02-13,2026-03-27,2027-08-07,3236.89,119.49,18,Monthly,Personal,Female,15-Jul-1978,Married,2,Retail_Trade,126,980.45,0,,EcoCash,Mashonaland_West NFX0427,3,2025-04-19,2025-04-23,2025-05-24,2026-10-15,572.92,13.96,18,Monthly,Debt_Consolidation,Female,28-Dec-1979,Married,4,Retail_Trade,21,271.83,0,Vehicle,InnBucks,Mashonaland_Central IUO5128,0,2025-12-07,2025-12-12,2026-01-11,2027-06-05,724.25,125.92,18,Monthly,Funeral,Male,05-Sep-1986,Married,1,Informal_Sector,38,238.4,0,Guarantor,OneMoney,Masvingo ZBK1450,4,2025-04-26,2025-05-09,2025-06-19,2028-04-23,30534.27,18.27,36,Monthly,Home_Improvement,Female,15-May-1992,Married,1,Construction,114,1034.56,2,Guarantor,Cash,Manicaland RIH8440,2,2025-07-27,2025-08-15,2025-09-27,2026-05-12,6716.75,115.49,9,Monthly,Farming_Inputs,Female,07-Mar-1995,Married,3,,117,528.62,1,Guarantor,EcoCash,Mashonaland_West WZA0097,3,2025-04-13,2025-04-27,2025-06-02,2026-10-19,374.64,17.69,18,Monthly,Debt_Consolidation,Male,28-Jun-1998,Married,2,Agriculture,66,112.94,3,Savings,EcoCash,Harare ANN3748,1,2025-09-21,2025-10-09,2025-11-21,2027-09-29,3616.91,101.61,24,Bi-Weekly,Working_Capital,Female,26-Sep-1970,Divorced,2,Agriculture,97,295.47,1,None,InnBucks,Harare BPC0427,2,2025-02-06,2025-02-14,2025-03-25,2025-08-13,8490.83,9.81,6,Monthly,Equipment,Male,19-Dec-1998,Single,1,Retail_Trade,21,1068.71,4,Livestock,InnBucks,Mashonaland_East NCR6054,1,2025-05-22,2025-06-09,2025-07-08,2027-05-30,1881.59,87.18,24,Monthly,Business_Expansion,Male,30-Oct-1964,Married,7,Agriculture,97,134.41,1,Savings,OneMoney,Bulawayo VEV1335,1,2025-02-05,2025-02-16,2025-03-23,2026-02-11,882.64,147.75,12,Monthly,,Male,26-Sep-1966,Married,1,Informal_Sector,47,,0,Livestock,Cash,Mashonaland_East YBY0166,2,2026-01-21,2026-01-31,2026-03-06,2027-01-26,1373.68,114.94,12,Monthly,Farming_Inputs,Male,10-Nov-1982,Married,4,Agriculture,106,139.61,3,Livestock,EcoCash,Bulawayo IEN9002,0,2025-10-22,2025-10-30,2025-12-08,2026-01-28,7944.92,151.08,3,Bi-Weekly,Wedding,Female,17-Aug-1981,Married,4,Transport,42,1100.35,0,Property,Cash,Mashonaland_East EIK5210,0,2025-12-31,2026-01-12,2026-02-22,2026-07-11,8431.32,17.2,6,Monthly,Rent,Male,29-Oct-2004,Single,,NGO,9,1695.38,2,Vehicle,Cash,Masvingo YPX7615,0,2025-02-18,2025-02-25,2025-03-27,2025-05-26,4841.88,110.26,3,Monthly,Medical,Male,05-Jan-1979,Married,5,Transport,130,697.82,2,Property,EcoCash,Matabeleland_North GGN2096,0,2025-02-21,2025-02-26,2025-04-10,2026-02-21,1114.82,136.77,12,Bi-Weekly,Rent,Male,01-Jan-2006,Widowed,1,Informal_Sector,7,215.28,1,Guarantor,Bank_Transfer,Mashonaland_East ROY7283,0,2025-06-08,2025-06-13,2025-07-23,2025-09-11,3523.69,123.26,3,Monthly,School_Fees,Female,08-Sep-1974,Widowed,6,Healthcare,62,772.64,5,Guarantor,EcoCash,Mashonaland_West DBD6207,1,2025-10-08,2025-10-15,2025-11-25,2026-10-10,9834.95,108.71,12,Monthly,Business_Expansion,Male,23-Feb-2004,Single,0,Retail_Trade,6,557.24,0,Livestock,EcoCash,Harare YDH7665,3,2025-01-22,2025-01-30,2025-03-02,2026-07-24,2312.73,15.55,18,Monthly,School_Fees,Male,19-Apr-1972,Single,0,Education,127,512.12,1,None,Cash,Mashonaland_East PTU4988,0,2026-01-24,2026-02-12,2026-03-23,2026-05-13,1095.63,14.94,3,Monthly,Equipment,Female,24-Apr-1970,Married,4,Retail_Trade,80,,1,Guarantor,Bank_Transfer,Harare HNV9512,1,2025-05-28,2025-06-02,2025-06-28,2027-05-23,3546.34,98.19,24,Monthly,Stock_Purchase,Male,04-Oct-1993,Married,2,Agriculture,21,492.57,1,Vehicle,Bank_Transfer,Masvingo AJD4806,1,2024-12-28,2025-01-07,2025-02-04,2026-01-02,1856.4,15.46,12,Monthly,Business_Expansion,Female,24-Aug-1994,Single,3,Construction,93,277.89,0,None,EcoCash,Harare FYX9557,0,2025-02-08,2025-03-01,2025-04-08,2026-08-23,2349.98,117.32,18,Bi-Weekly,Vehicle,Male,01-Dec-1994,Single,3,Manufacturing,7,439.6,1,Savings,EcoCash,Manicaland FWL1743,0,2025-03-13,2025-03-14,2025-04-10,2025-09-10,3500.59,17.8,6,Weekly,Business_Expansion,Female,01-Aug-1986,Married,2,Retail_Trade,55,697.85,5,None,Bank_Transfer,Masvingo OFR8910,4,2025-09-30,2025-10-18,2025-11-14,2029-09-27,11945.02,79.42,48,Monthly,Vehicle,Male,07-Mar-1987,Single,4,Informal_Sector,17,371.94,5,None,InnBucks,Harare EPU4284,1,2025-08-03,2025-08-05,2025-09-14,2026-07-31,2555.48,11.99,12,Monthly,Business_Expansion,Female,12-Dec-1970,Divorced,2,,48,141.11,3,None,EcoCash,Harare FSX1358,2,2025-11-07,2025-11-23,2025-12-19,2026-11-18,4998.11,,12,Monthly,Equipment,Female,20-Nov-1977,Divorced,3,Mining,162,1201.24,3,Property,InnBucks,Manicaland HAA2935,2,2025-11-29,2025-11-30,2026-01-02,2026-05-29,5028.87,104.76,6,Monthly,Farming_Inputs,Female,09-Oct-1978,Divorced,5,NGO,19,1976.09,1,Livestock,EcoCash,Mashonaland_West DSP0219,0,2025-11-19,2025-11-27,2025-12-28,2026-11-22,2719.27,15.29,12,Monthly,Personal,Male,28-Apr-1994,Married,2,Government,139,444.1,2,Savings,EcoCash,Mashonaland_West FBK1277,1,2025-07-26,2025-07-28,2025-09-03,2028-07-12,4720.08,121.6,36,Weekly,Business_Expansion,Female,06-Mar-1965,Married,,Informal_Sector,,480.37,1,Savings,Cash,Harare IQQ1006,1,2025-05-25,2025-06-03,2025-07-12,2027-05-24,1956.84,15.82,24,Bi-Weekly,Working_Capital,Male,30-Jul-1987,Single,5,Agriculture,117,215.31,1,Property,Bank_Transfer,Masvingo UGB5004,0,2025-09-08,2025-09-12,2025-10-24,2026-03-11,1473.7,94.72,6,Monthly,Equipment,Male,20-Apr-1995,Married,4,Agriculture,57,514.89,1,None,EcoCash,Manicaland LVR9175,0,2025-03-19,2025-04-09,2025-05-04,2027-03-30,702.6,123.04,24,Weekly,Medical,Female,23-Aug-1969,Married,2,Agriculture,28,333.02,3,None,EcoCash,Harare KDB8963,3,2026-02-22,2026-02-25,2026-04-04,2027-02-20,809.92,73.0,12,Monthly,,Male,11-Oct-1966,Married,4,Agriculture,19,248.9,0,Guarantor,EcoCash,Harare LNL1742,2,2026-02-11,2026-02-23,2026-04-07,2027-02-18,884.46,93.07,12,Bi-Weekly,Equipment,Male,31-Jan-1960,Married,4,Informal_Sector,55,205.8,2,Livestock,Cash,Mashonaland_East DXT3232,0,2025-11-21,2025-11-23,2026-01-02,2026-05-22,357.96,,6,Monthly,Wedding,Male,26-Jul-1997,Married,,Transport,65,135.38,2,Vehicle,OneMoney,Harare FWE5809,2,2025-04-28,2025-05-17,2025-06-14,2025-11-13,11737.91,109.42,6,Monthly,Livestock,Male,19-Aug-1971,Married,,NGO,94,813.23,3,Livestock,Bank_Transfer,Harare WTS9172,5,2025-10-17,2025-11-06,2025-12-13,2026-05-05,852.97,102.43,6,Weekly,Rent,Male,29-Apr-1965,Married,3,Agriculture,12,335.93,0,Guarantor,EcoCash,Masvingo YWE2221,5,2025-06-11,2025-06-19,2025-07-26,2025-08-18,765.64,156.14,2,Weekly,Rent,Male,17-Mar-1977,Married,4,Government,189,468.4,4,Savings,EcoCash,Masvingo VYH7939,2,2025-08-03,2025-08-09,2025-09-17,2026-08-04,1829.23,98.33,12,Monthly,Livestock,Male,14-Aug-1996,Divorced,3,,6,191.35,0,Savings,Cash,Mashonaland_Central CDH8864,5,2025-07-03,2025-07-05,2025-08-03,2026-01-01,738.99,189.0,6,Monthly,Funeral,Female,11-Mar-1968,Married,3,Agriculture,74,439.3,2,None,OneMoney,Harare XLJ2088,1,2024-12-30,2025-01-14,2025-02-08,2026-01-09,13305.08,16.06,12,Monthly,Business_Expansion,Male,16-Feb-1964,Married,,Telecom,45,1026.2,3,Property,InnBucks,Matabeleland_South IXG2936,5,2025-08-07,2025-08-19,2025-09-28,2025-10-18,434.87,18.39,2,Monthly,Funeral,Male,13-Mar-1982,Widowed,7,Education,91,210.25,1,None,Cash,Manicaland SWZ2844,3,2025-12-17,2026-01-04,2026-02-15,2027-06-28,542.22,15.81,18,Monthly,Medical,Female,22-Jul-1995,Widowed,0,,24,,4,None,InnBucks,Harare AFK3912,4,2025-10-23,2025-11-05,2025-12-11,2029-10-15,12093.99,119.31,48,Monthly,Vehicle,Male,10-Dec-1994,Married,1,Government,21,620.71,1,Livestock,EcoCash,Mashonaland_West GMR8075,2,2025-05-05,2025-05-26,2025-06-23,2026-11-17,10558.7,14.53,18,Monthly,Livestock,Male,07-Jun-1972,Married,5,Government,94,827.75,1,Vehicle,Cash,Mashonaland_Central JKS3370,2,2025-04-07,2025-04-25,2025-06-03,2027-04-15,11156.5,15.7,24,Monthly,Farming_Inputs,Female,07-Aug-1997,Married,5,NGO,66,1253.07,0,Savings,EcoCash,Matabeleland_South QUQ3329,2,2025-08-19,2025-09-05,2025-10-09,2026-08-31,7908.34,110.31,12,Bi-Weekly,Working_Capital,Male,01-May-1978,Married,7,Construction,31,,7,None,EcoCash,Mashonaland_West CTY1175,1,2025-02-03,2025-02-23,2025-03-23,2027-02-13,2182.52,15.64,24,Monthly,Business_Expansion,Male,17-Dec-2006,Widowed,1,Informal_Sector,8,258.32,0,None,Cash,Bulawayo PJW6595,3,2025-12-13,2025-12-15,2026-01-16,2027-06-08,343.56,14.44,18,Monthly,School_Fees,Male,22-Jul-1973,Married,1,Agriculture,,224.31,1,Savings,EcoCash,Harare FHG7478,0,2024-12-28,2025-01-03,2025-02-04,2025-04-03,2302.52,18.18,3,Monthly,School_Fees,Male,12-Aug-2003,Single,3,Government,49,616.97,4,None,OneMoney,Midlands PDK2198,0,2025-09-20,2025-09-24,2025-10-27,2027-09-14,3321.43,157.99,24,Monthly,Working_Capital,Female,06-Apr-1969,Single,4,Transport,137,,5,Property,Bank_Transfer,Harare TLV8472,2,2025-04-04,2025-04-19,2025-05-28,2026-04-14,3205.54,12.31,12,Bi-Weekly,Working_Capital,Male,22-Jan-1984,Married,3,Informal_Sector,6,367.74,1,Livestock,Bank_Transfer,Bulawayo VSE1384,0,2025-06-23,2025-06-29,2025-07-27,2025-12-26,2432.61,16.49,6,Weekly,Business_Expansion,Male,28-Nov-1962,Divorced,3,Retail_Trade,83,635.44,1,Vehicle,Cash,Matabeleland_North BBA9440,1,2025-11-03,2025-11-04,2025-12-01,2026-10-30,1743.66,99.11,12,Monthly,Working_Capital,Female,16-Oct-1974,Widowed,0,Transport,70,202.84,0,None,Cash,Mashonaland_West ZAZ6128,5,2025-07-01,2025-07-14,2025-08-09,2026-01-10,3424.63,149.78,6,Weekly,Rent,Female,30-Jun-1986,,4,Finance,72,1497.01,1,,Bank_Transfer,Mashonaland_West ALO3534,3,2025-11-22,2025-12-03,2026-01-04,2026-11-28,1052.39,13.54,12,Monthly,Medical,Male,27-Jun-1969,Married,3,Agriculture,81,214.63,0,None,EcoCash,Midlands ASR0646,3,2025-05-28,2025-06-06,2025-07-21,2027-05-27,2778.38,86.65,24,Bi-Weekly,Personal,,06-Sep-1993,Divorced,4,NGO,48,1307.1,1,Savings,EcoCash,Mashonaland_West JCY7418,2,2025-03-29,2025-04-11,2025-05-08,2026-10-03,19442.05,9.7,18,Monthly,Working_Capital,Female,21-Dec-2000,Single,3,Telecom,12,1447.14,1,None,EcoCash,Masvingo JEW5959,3,2025-06-22,2025-06-29,2025-08-12,2027-06-19,584.83,15.22,24,Monthly,School_Fees,Female,07-Nov-1976,Married,3,Agriculture,50,127.88,0,Savings,Bank_Transfer,Masvingo WTP7859,5,2025-12-22,2026-01-11,2026-02-19,2026-04-11,447.59,110.85,3,Weekly,Personal,Male,27-Feb-1975,Widowed,6,Government,115,741.48,0,Savings,EcoCash,Mashonaland_East AVU1700,1,2025-04-02,2025-04-23,2025-05-26,2028-04-07,6769.89,127.79,36,Monthly,Working_Capital,Male,05-Mar-1980,Married,5,Retail_Trade,69,383.45,3,Vehicle,EcoCash,Matabeleland_North YYU6072,2,2025-06-30,2025-07-18,2025-08-16,2027-07-08,6236.95,107.82,24,Weekly,Farming_Inputs,Female,28-Sep-1993,Single,,Education,6,364.22,2,Property,EcoCash,Harare NKM6522,0,2025-08-22,2025-09-05,2025-10-09,2027-02-27,742.13,120.74,18,Monthly,Wedding,Male,05-Dec-1983,Widowed,,Agriculture,44,105.6,1,None,OneMoney,Matabeleland_South MWZ9346,4,2025-04-12,2025-04-17,2025-05-28,2029-03-27,8641.38,76.93,48,Bi-Weekly,Equipment,Male,07-May-1997,Married,3,Mining,50,379.08,1,Vehicle,Cash,Mashonaland_Central GTK5704,3,2026-01-04,2026-01-07,2026-02-11,2027-01-02,837.85,16.07,12,Monthly,School_Fees,Male,03-Mar-1993,Divorced,3,Education,13,,0,None,Bank_Transfer,Mashonaland_West BXV7167,4,2025-09-16,2025-09-17,2025-10-16,2029-08-27,32357.86,16.41,48,Monthly,Home_Improvement,Male,01-Aug-1977,Married,3,NGO,87,1635.84,0,Livestock,Cash,Manicaland QHC3452,3,2025-12-25,2026-01-14,2026-02-18,2028-01-04,3423.13,14.92,24,Monthly,School_Fees,Female,30-Dec-1980,Divorced,5,NGO,40,662.03,0,None,Cash,Mashonaland_Central MPG2391,2,2025-10-11,2025-10-17,2025-11-19,2026-04-15,1996.61,85.49,6,Bi-Weekly,Working_Capital,Female,18-Jan-1993,Married,4,Transport,105,,2,None,EcoCash,Mashonaland_Central BNA2789,1,2024-12-28,2025-01-04,2025-02-09,2026-12-25,995.95,16.13,24,Monthly,Business_Expansion,Female,30-Dec-1996,Married,,Agriculture,27,58.73,0,None,Bank_Transfer,Bulawayo MVP6799,0,2025-04-12,2025-04-17,2025-05-19,2026-10-09,1623.07,109.48,18,Monthly,Equipment,Male,30-Jun-1990,Married,4,Manufacturing,72,212.75,0,None,EcoCash,Manicaland CIW8623,3,2025-10-21,2025-11-10,2025-12-20,2027-10-31,1511.44,10.15,24,Monthly,School_Fees,Male,03-Jul-1995,Married,6,Informal_Sector,43,374.94,0,Vehicle,EcoCash,Manicaland VPA4812,1,2025-02-01,2025-02-02,2025-03-12,2026-07-27,6483.84,129.72,18,Monthly,Equipment,Male,01-Mar-1960,Single,6,Retail_Trade,144,541.53,0,Guarantor,EcoCash,Harare XOO5653,2,2025-05-20,2025-05-30,2025-06-26,2026-05-25,6271.25,87.02,12,Monthly,Equipment,Female,14-Aug-1960,Single,5,Government,,518.97,0,,EcoCash,Mashonaland_West BQL6282,0,2025-03-09,2025-03-16,2025-04-25,2025-09-12,3332.27,15.93,6,Monthly,Home_Improvement,Male,07-Sep-1996,Married,,Healthcare,111,570.13,4,Guarantor,EcoCash,Manicaland ZKI4872,0,2025-03-24,2025-04-01,2025-05-04,2026-03-27,1414.16,151.02,12,Monthly,Rent,Female,30-Mar-1983,Married,7,Agriculture,74,368.68,1,Guarantor,EcoCash,Harare DCP6169,3,2026-01-20,2026-02-03,2026-03-14,2026-08-02,10934.58,13.7,6,Monthly,Medical,Male,02-Dec-1977,Married,4,Finance,14,1949.56,1,Property,Cash,Masvingo RGC1823,0,2025-10-07,2025-10-24,2025-11-28,2026-10-19,1854.77,137.31,12,Monthly,Rent,Male,19-Jun-1996,Single,1,Healthcare,116,376.31,4,Savings,EcoCash,Mashonaland_Central VHU7518,2,2025-09-12,2025-09-28,2025-11-04,2026-09-23,2187.67,73.82,12,Monthly,Working_Capital,Male,26-Aug-1995,Married,4,Agriculture,104,229.09,0,Property,Cash,Mashonaland_Central RXK1646,1,2026-02-01,2026-02-16,2026-04-02,2028-02-06,6035.3,152.03,24,Monthly,Business_Expansion,Male,13-May-1984,Widowed,6,Education,49,645.5,2,Livestock,OneMoney,Harare IVV1740,2,2025-10-16,2025-10-19,2025-11-14,2026-07-16,6007.95,110.18,9,Monthly,Farming_Inputs,Female,17-Jun-1971,Divorced,2,Informal_Sector,15,678.27,0,Vehicle,Bank_Transfer,Mashonaland_East VDF8766,2,2025-10-03,2025-10-11,2025-11-17,2026-10-06,4413.85,71.69,12,Monthly,Equipment,Male,02-Dec-1995,Married,2,Transport,59,326.15,5,Livestock,EcoCash,Mashonaland_West JQK6477,1,2025-11-24,2025-11-25,2026-01-06,2028-11-09,5870.25,13.77,36,Monthly,Stock_Purchase,Female,26-Feb-1985,Divorced,4,,,407.04,1,Vehicle,Cash,Manicaland UUP1334,0,2025-03-24,2025-04-12,2025-05-10,2025-10-09,3267.39,121.71,6,Monthly,Vehicle,Female,09-Mar-1971,Married,5,Transport,74,635.17,1,Guarantor,EcoCash,Mashonaland_West XAP8677,0,2024-12-26,2025-01-09,2025-02-19,2025-04-09,3441.78,113.93,3,Monthly,Vehicle,Male,12-Dec-1997,Married,3,Retail_Trade,22,549.24,3,None,OneMoney,Harare MQA8873,0,2025-06-20,2025-07-01,2025-08-06,2026-12-23,1443.14,118.85,18,Monthly,Equipment,Male,27-Jan-1988,Single,2,Construction,39,428.99,1,Vehicle,InnBucks,Midlands RYP7886,1,2025-04-29,2025-05-10,2025-06-22,2026-11-01,2771.62,16.85,18,Weekly,Working_Capital,Male,30-Oct-1964,Married,7,Healthcare,156,223.39,2,None,Bank_Transfer,Harare AFW6003,1,2025-10-11,2025-10-25,2025-12-01,2027-10-15,2992.36,11.62,24,Monthly,Stock_Purchase,Female,04-Nov-1991,Married,2,Manufacturing,55,253.67,0,Guarantor,OneMoney,Mashonaland_West NIF1838,0,2025-07-16,2025-07-17,2025-08-28,2026-01-13,590.64,15.19,6,Monthly,Farming_Inputs,Male,24-Apr-1961,Married,4,Transport,130,116.32,0,Vehicle,EcoCash,Harare QKY3033,2,2025-05-10,2025-05-27,2025-06-26,2025-11-23,5240.2,97.31,6,Monthly,Farming_Inputs,Male,06-Sep-1993,Single,4,Agriculture,72,305.36,4,Property,OneMoney,Masvingo MRI7916,0,2025-10-10,2025-10-21,2025-12-03,2026-10-16,1107.39,17.89,12,Monthly,Farming_Inputs,Male,19-Sep-1977,Married,3,Retail_Trade,96,374.91,1,None,Bank_Transfer,Mashonaland_West PQX0971,1,2025-10-22,2025-10-30,2025-12-06,2026-10-25,5396.09,93.31,12,Weekly,Working_Capital,Female,11-Nov-1994,Divorced,3,Education,24,527.12,3,Property,EcoCash,Manicaland XQB9992,0,2025-03-18,2025-03-31,2025-05-15,2025-09-27,777.98,105.39,6,Monthly,Funeral,Female,09-Oct-1972,Divorced,0,Informal_Sector,18,229.58,1,None,EcoCash,Manicaland AGV1957,3,2025-05-25,2025-06-08,2025-07-12,2026-06-03,1773.83,12.52,12,Monthly,Rent,Male,15-Jan-1963,Married,3,Mining,124,379.21,3,Savings,EcoCash,Harare VCH3197,0,2025-12-01,2025-12-12,2026-01-21,2027-12-02,891.91,141.1,24,Bi-Weekly,Farming_Inputs,Female,05-Dec-1963,Single,7,Informal_Sector,,280.28,1,None,Cash,Mashonaland_Central QLF7152,0,2025-09-25,2025-10-13,2025-11-12,2026-10-08,1366.09,108.76,12,Monthly,Wedding,Female,01-Mar-1959,Married,2,Construction,100,737.67,0,None,EcoCash,Harare GRR7219,1,2025-06-20,2025-07-06,2025-08-10,2028-06-20,5621.5,115.34,36,Monthly,Working_Capital,Female,31-Oct-1995,Married,2,Education,,345.16,3,Savings,InnBucks,Harare SVQ8097,3,2025-11-05,2025-11-14,2025-12-09,2027-05-08,10504.52,99.19,18,Bi-Weekly,Personal,Female,30-Jan-1993,Divorced,2,Telecom,91,2346.88,1,None,Cash,Manicaland COL9431,2,2025-11-28,2025-12-14,2026-01-14,2026-12-09,11090.31,110.94,12,Monthly,Farming_Inputs,Female,05-Feb-1963,Married,7,Finance,86,1607.06,0,Guarantor,EcoCash,Harare HHB8171,0,2025-08-05,2025-08-19,2025-09-25,2026-08-14,2710.37,127.48,12,Monthly,Funeral,Male,04-Apr-1993,Married,3,Retail_Trade,115,873.79,2,Guarantor,Cash,Mashonaland_East BXG5131,1,2026-02-18,2026-02-19,2026-04-04,2027-08-13,4939.8,16.95,18,Monthly,Business_Expansion,Female,18-Sep-1994,Married,3,Government,129,368.51,1,None,InnBucks,Matabeleland_North FOF8111,3,2025-05-12,2025-05-20,2025-06-25,2026-05-15,707.56,12.01,12,Monthly,School_Fees,Female,05-Jan-1988,Single,3,Agriculture,33,214.04,6,Livestock,EcoCash,Mashonaland_West RTV2240,2,2026-02-04,2026-02-17,2026-03-26,2026-08-16,5221.61,122.54,6,Monthly,Farming_Inputs,Female,29-May-1969,Married,6,Healthcare,73,498.95,1,Livestock,Cash,Midlands LIJ5511,4,2025-11-18,2025-12-05,2026-01-11,2026-11-30,5631.44,15.52,12,Bi-Weekly,Home_Improvement,Male,17-May-1984,Married,,Manufacturing,16,545.77,3,Livestock,Bank_Transfer,Mashonaland_West KMK4275,1,2025-06-26,2025-07-15,2025-08-23,2026-01-11,5846.08,124.35,6,Bi-Weekly,Business_Expansion,Male,13-May-2001,Divorced,2,Informal_Sector,21,455.74,3,Vehicle,Bank_Transfer,Harare CPY9285,3,2026-01-31,2026-02-03,2026-03-15,2027-01-29,1220.07,12.88,12,Monthly,School_Fees,Male,11-Mar-1993,Married,5,Informal_Sector,41,320.9,2,None,OneMoney,Manicaland PRO7683,0,2026-02-14,2026-02-25,2026-04-08,2027-02-20,334.38,16.94,12,Weekly,Home_Improvement,Male,16-Dec-1995,Married,1,Informal_Sector,,138.21,2,Guarantor,Bank_Transfer,Harare QSM5588,1,2025-01-17,2025-01-29,2025-02-26,2028-01-14,7433.72,12.9,36,Monthly,Stock_Purchase,Male,13-Nov-1975,Married,3,Healthcare,120,500.19,2,None,OneMoney,Mashonaland_East OQS7196,4,2025-08-03,2025-08-06,2025-09-04,2028-07-21,8305.81,14.6,36,Monthly,Vehicle,Female,05-Feb-2006,Single,1,Construction,4,455.15,0,Livestock,Bank_Transfer,Manicaland TCA1389,2,2025-09-30,2025-10-06,2025-10-28,2027-03-30,5141.21,81.99,18,Monthly,Equipment,Male,04-Jun-1983,Single,5,Construction,25,,2,Savings,InnBucks,Manicaland ENI0173,2,2025-08-02,2025-08-04,2025-08-28,2026-07-30,5083.68,75.89,12,Monthly,Working_Capital,Female,17-Nov-1999,Married,2,Manufacturing,,487.97,0,Livestock,Bank_Transfer,Mashonaland_East EMQ6425,4,2024-12-11,2025-01-01,2025-02-07,2026-12-22,7213.85,19.08,24,Monthly,Vehicle,Male,11-Apr-1964,Married,6,,108,234.22,1,Property,EcoCash,Harare ZLT9131,5,2025-06-14,2025-06-23,2025-08-03,2025-09-21,152.2,161.8,3,Weekly,,Male,09-Sep-1998,Divorced,5,Informal_Sector,11,156.28,1,Vehicle,Cash,Manicaland DRN1504,0,2025-04-24,2025-05-07,2025-06-07,2026-05-02,1505.92,19.66,12,Monthly,Personal,Male,27-Jul-1996,Divorced,2,Education,54,370.0,1,Guarantor,Bank_Transfer,Mashonaland_West MZI4502,1,2026-01-02,2026-01-03,2026-02-10,2027-12-24,5915.3,125.16,24,Weekly,Business_Expansion,Female,25-Jun-1982,Single,4,Agriculture,,230.08,5,None,InnBucks,Bulawayo STS6672,1,2025-05-27,2025-06-01,2025-07-05,2026-11-23,5566.1,14.15,18,Bi-Weekly,Equipment,Male,12-Feb-1986,Single,3,Transport,56,517.17,4,Guarantor,InnBucks,Harare WGQ4961,0,2025-02-25,2025-03-07,2025-04-15,2025-09-03,1964.71,18.13,6,Monthly,Funeral,Male,10-Aug-1969,Widowed,5,Finance,10,591.69,3,Guarantor,EcoCash,Mashonaland_East PHS4900,1,2025-07-09,2025-07-16,2025-08-18,2026-01-12,6709.7,98.49,6,Monthly,Business_Expansion,Female,16-May-1965,Married,5,Government,32,321.56,3,,EcoCash,Mashonaland_Central MFR0763,0,2026-01-06,2026-01-21,2026-03-04,2026-07-20,2817.1,101.9,6,Monthly,School_Fees,Male,21-Jul-1989,Married,3,Government,30,587.01,1,Savings,EcoCash,Mashonaland_Central HJC0056,4,2025-05-23,2025-06-07,2025-07-07,2028-05-22,22332.76,74.87,36,Bi-Weekly,Equipment,Female,28-Aug-1985,Married,4,Mining,105,,5,Vehicle,InnBucks,Manicaland TXD5361,3,2025-08-03,2025-08-07,2025-09-05,2026-08-02,4418.89,14.22,12,Monthly,Medical,Female,08-Nov-1999,Single,3,Telecom,25,1131.43,1,None,OneMoney,Manicaland ZDI7351,2,2025-08-22,2025-09-01,2025-10-07,2026-08-27,7773.64,113.93,12,Monthly,Working_Capital,Female,31-Jan-1995,Married,,Government,72,837.14,2,None,EcoCash,Mashonaland_East MJC3046,0,2025-05-17,2025-05-27,2025-07-08,2026-05-22,2734.52,119.49,12,Bi-Weekly,Livestock,Female,08-Jun-1983,Married,4,Construction,,388.04,3,Guarantor,Bank_Transfer,Bulawayo SPR6183,3,2025-08-29,2025-09-15,2025-10-23,2027-09-05,1718.88,16.3,24,Bi-Weekly,Medical,Female,10-Oct-1984,Widowed,6,Agriculture,63,435.79,4,Guarantor,Bank_Transfer,Bulawayo MXO9018,5,2025-11-22,2025-12-10,2026-01-04,2026-01-09,681.55,138.25,1,Weekly,Funeral,Female,21-Mar-2005,Single,0,Construction,7,728.77,3,None,Bank_Transfer,Matabeleland_North CUH7592,3,2025-11-01,2025-11-07,2025-12-15,2026-05-06,830.97,10.75,6,Monthly,Personal,Male,19-Aug-1981,Widowed,,Government,76,425.28,1,Guarantor,EcoCash,Harare PQN0513,0,2025-08-31,2025-09-10,2025-10-17,2027-08-31,3008.51,15.13,24,Monthly,Vehicle,Male,21-Mar-1996,Single,3,Agriculture,82,429.59,2,None,Bank_Transfer,Midlands PZO4069,5,2026-01-01,2026-01-12,2026-02-23,2026-04-12,1669.0,122.32,3,Monthly,Personal,Male,25-Apr-1962,Married,3,Retail_Trade,140,,0,Savings,OneMoney,Masvingo TNX6536,1,2025-04-29,2025-05-05,2025-06-04,2026-04-30,2622.44,126.67,12,Bi-Weekly,Stock_Purchase,Male,03-Jul-1982,Divorced,2,Transport,,318.99,0,None,Cash,Midlands ZXZ6487,2,2025-01-12,2025-01-29,2025-03-06,2027-01-19,25379.04,76.44,24,Monthly,Working_Capital,Male,15-Sep-1979,Married,5,Finance,26,1689.28,2,Livestock,EcoCash,Harare OEY5873,2,2025-07-08,2025-07-09,2025-08-18,2026-12-31,5211.69,114.22,18,Monthly,Livestock,Male,19-Mar-1993,Married,4,Construction,,740.67,2,Guarantor,Bank_Transfer,Masvingo EPM0672,0,2025-01-16,2025-01-21,2025-02-16,2025-04-21,1935.14,,3,Weekly,School_Fees,Male,01-Nov-1974,Married,5,,6,280.75,2,Savings,Cash,Matabeleland_North UAK7607,1,2025-12-08,2025-12-09,2026-01-05,2026-12-04,5520.58,109.55,12,Weekly,Stock_Purchase,Male,24-Sep-1968,Single,4,Informal_Sector,34,,1,Vehicle,EcoCash,Mashonaland_Central PUR4801,0,2025-10-07,2025-10-19,2025-11-16,2026-01-17,1503.25,130.39,3,Weekly,Home_Improvement,Female,05-Mar-1956,Divorced,5,Manufacturing,53,294.24,1,None,EcoCash,Harare SIZ0903,5,2026-01-26,2026-02-04,2026-03-19,2026-05-05,847.29,173.57,3,Weekly,Rent,Female,04-Jan-2006,Single,0,Education,11,645.42,6,Livestock,Bank_Transfer,Mashonaland_East QAK5501,2,2025-04-09,2025-04-13,2025-05-28,2025-10-10,3603.75,90.0,6,Monthly,Working_Capital,Female,12-May-1984,Married,0,Informal_Sector,44,337.99,0,Savings,InnBucks,Masvingo ERQ1003,0,2025-05-16,2025-05-18,2025-06-17,2026-05-13,2457.63,120.75,12,Monthly,Equipment,Male,22-Jun-1995,Widowed,2,Government,48,487.43,3,Vehicle,Bank_Transfer,Harare JHS5395,4,2025-03-23,2025-04-09,2025-05-08,2028-03-24,4215.61,17.04,36,Monthly,Equipment,Male,19-Aug-1993,Widowed,2,Mining,125,509.24,3,None,EcoCash,Mashonaland_Central FOP0128,5,2025-03-29,2025-04-14,2025-05-22,2025-06-13,279.95,187.59,2,Weekly,Rent,Female,29-Oct-1992,Married,0,Transport,33,185.52,0,Guarantor,InnBucks,Harare CMF5213,1,2025-03-08,2025-03-17,2025-04-19,2026-09-08,2058.77,12.1,18,Monthly,Equipment,Male,26-Jul-1983,Married,1,Agriculture,76,,7,Guarantor,Bank_Transfer,Matabeleland_South QON0449,5,2025-12-07,2025-12-14,2026-01-26,2026-06-12,495.55,183.9,6,Bi-Weekly,Personal,Male,16-Dec-1985,Married,2,Agriculture,95,428.69,1,None,EcoCash,Harare ERS2335,3,2025-11-09,2025-11-15,2025-12-22,2026-05-14,956.51,17.53,6,Monthly,Medical,Male,03-May-1993,Single,3,Informal_Sector,,364.5,0,None,Cash,Mashonaland_Central ANU9281,0,2025-05-17,2025-06-02,2025-07-12,2026-05-28,805.34,129.56,12,Monthly,Medical,Male,06-Oct-1998,Married,,Construction,12,193.67,2,Guarantor,EcoCash,Matabeleland_North ILZ7555,1,2025-07-28,2025-08-13,2025-09-11,2026-08-08,3024.08,15.18,12,Monthly,Business_Expansion,Female,21-Dec-1993,Married,4,Informal_Sector,13,208.48,2,None,EcoCash,Manicaland MIS9792,0,2025-02-09,2025-02-23,2025-04-09,2026-02-18,2092.01,103.22,12,Monthly,Working_Capital,Female,16-Jan-1985,Divorced,3,Government,72,400.54,0,Property,EcoCash,Bulawayo ZIQ7762,1,2025-01-03,2025-01-21,2025-02-25,2028-01-06,6055.46,96.81,36,Monthly,Business_Expansion,Female,16-Oct-1986,Married,6,Education,45,377.12,1,Vehicle,EcoCash,Harare NDG7924,1,2025-01-21,2025-01-29,2025-02-23,2027-01-19,7190.82,12.94,24,Monthly,Equipment,Female,28-Feb-1994,Single,,,24,816.86,4,Property,Cash,Harare FQG8979,2,2025-03-12,2025-04-01,2025-05-05,2027-03-22,5764.26,101.77,24,Monthly,Farming_Inputs,,29-Dec-2000,Married,3,Retail_Trade,16,432.98,3,Guarantor,InnBucks,Masvingo LSZ0654,3,2025-02-08,2025-02-21,2025-03-20,2026-02-16,1173.36,78.26,12,Bi-Weekly,Medical,Male,27-Apr-1998,Single,0,Informal_Sector,19,212.33,4,Savings,Cash,Manicaland SHP1082,3,2025-10-18,2025-10-27,2025-11-28,2027-04-20,219.14,11.42,18,Monthly,Rent,Male,27-Mar-1991,Single,3,Informal_Sector,28,124.86,1,None,Bank_Transfer,Mashonaland_East WIM1278,2,2025-05-17,2025-06-01,2025-07-06,2026-02-26,5071.89,94.01,9,Bi-Weekly,Equipment,Male,09-Sep-1959,Married,2,Telecom,115,959.45,6,Guarantor,Cash,Manicaland AUR6868,4,2025-09-26,2025-10-06,2025-11-01,2027-03-30,6293.32,16.49,18,Monthly,Equipment,Female,01-Dec-1965,Divorced,5,Manufacturing,54,405.43,1,Guarantor,EcoCash,Harare XKU0997,3,2025-09-09,2025-09-10,2025-10-07,2027-08-31,2705.8,12.07,24,Bi-Weekly,School_Fees,Female,30-Jul-1984,Married,,Education,45,723.62,4,Guarantor,Bank_Transfer,Mashonaland_West VQW1327,0,2025-03-11,2025-03-24,2025-04-27,2025-09-20,2099.59,140.0,6,Bi-Weekly,Livestock,Female,14-Nov-2003,Single,3,Retail_Trade,21,469.81,1,None,EcoCash,Midlands DSW7214,1,2025-11-29,2025-12-11,2026-01-07,2026-12-06,5460.05,10.65,12,Monthly,Business_Expansion,Male,31-Mar-1972,Married,7,Transport,58,333.27,3,Property,OneMoney,Midlands ZOV6208,4,2024-12-26,2025-01-15,2025-02-28,2026-07-09,8616.0,90.94,18,Monthly,Vehicle,Female,23-Sep-1980,Married,5,Mining,30,484.89,2,Livestock,InnBucks,Mashonaland_West PGR6688,1,2025-10-07,2025-10-20,2025-12-03,2027-10-10,5528.56,14.29,24,Weekly,Working_Capital,Female,15-Apr-1982,Widowed,1,Retail_Trade,78,504.14,2,None,EcoCash,Masvingo KEA8009,3,2025-06-15,2025-07-02,2025-08-07,2025-12-29,3201.86,89.38,6,Weekly,Medical,Male,02-Jun-1981,Widowed,2,Construction,68,598.92,0,Livestock,EcoCash,Bulawayo LNC6328,0,2025-06-21,2025-06-24,2025-07-21,2027-06-14,3157.09,103.44,24,Monthly,,Male,02-May-1989,Single,3,Retail_Trade,118,,0,Vehicle,Bank_Transfer,Mashonaland_West GMA7529,0,2025-02-03,2025-02-23,2025-04-09,2025-08-22,450.07,141.88,6,Monthly,Debt_Consolidation,Male,18-Nov-1973,Married,6,Transport,158,149.31,2,Vehicle,Cash,Matabeleland_North GUY1739,0,2025-06-10,2025-06-21,2025-07-28,2025-12-18,440.31,15.7,6,Monthly,Rent,Male,15-Dec-1997,Single,5,Agriculture,37,237.39,0,None,EcoCash,Manicaland BQS3910,1,2025-11-07,2025-11-18,2025-12-21,2027-11-08,4143.25,122.73,24,Weekly,Working_Capital,Female,05-Mar-1976,Married,8,Agriculture,106,165.77,1,Savings,EcoCash,Bulawayo IMV3273,2,2025-11-18,2025-11-24,2025-12-20,2027-11-14,8307.26,74.51,24,Weekly,Working_Capital,Female,08-Sep-2006,Married,1,Healthcare,9,700.5,1,Property,EcoCash,Harare WUW8672,2,2025-08-18,2025-09-02,2025-10-05,2027-08-23,3701.77,15.89,24,Monthly,Working_Capital,Female,02-Dec-2005,Single,2,Agriculture,12,298.83,4,,EcoCash,Midlands XZZ1931,1,2026-02-02,2026-02-06,2026-03-16,2026-08-05,9144.1,14.68,6,Monthly,Equipment,Male,18-Apr-1977,Married,2,Retail_Trade,34,418.97,2,Savings,Cash,Matabeleland_North JVK1763,0,2025-10-16,2025-10-26,2025-11-28,2026-10-21,589.9,111.9,12,Monthly,School_Fees,Female,07-Mar-1994,Married,4,Retail_Trade,37,353.46,0,Property,Bank_Transfer,Harare QQU7584,0,2025-04-15,2025-04-16,2025-05-26,2026-04-11,1403.36,133.51,12,Monthly,Home_Improvement,Male,12-May-1984,Married,4,Retail_Trade,89,596.14,0,None,OneMoney,Manicaland RII1341,1,2025-01-27,2025-02-06,2025-03-18,2028-01-22,11930.87,119.41,36,Bi-Weekly,Business_Expansion,Female,24-Apr-1986,Married,,Education,75,444.81,5,Vehicle,Bank_Transfer,Harare ECF2001,3,2025-12-12,2025-12-29,2026-02-09,2027-06-22,3275.52,13.29,18,Monthly,Rent,Male,09-Apr-1961,Divorced,4,Telecom,44,883.2,1,Guarantor,EcoCash,Manicaland IJH8267,4,2025-07-19,2025-07-31,2025-08-25,2026-07-26,4040.93,14.78,12,Monthly,Equipment,Male,28-Sep-1971,Divorced,4,Informal_Sector,39,102.71,4,Guarantor,Cash,Mashonaland_East GJK5821,2,2025-01-12,2025-01-28,2025-02-25,2025-07-27,1742.49,104.66,6,Monthly,Equipment,Female,09-Jul-2001,Married,1,Agriculture,24,383.21,1,Livestock,Bank_Transfer,Masvingo HNR0653,5,2024-12-29,2025-01-02,2025-02-11,2025-03-03,924.04,185.82,2,Bi-Weekly,,Male,02-May-1994,Married,4,Retail_Trade,48,,2,None,EcoCash,Mashonaland_West ASA2572,1,2025-07-26,2025-07-28,2025-08-26,2026-07-23,5394.1,117.58,12,Bi-Weekly,Business_Expansion,Male,03-Jun-1991,Married,5,Construction,157,,3,Vehicle,Bank_Transfer,Matabeleland_South JAL4562,0,2025-02-23,2025-03-15,2025-04-20,2026-03-10,2817.77,135.99,12,Monthly,Personal,Female,05-Jul-1987,Married,6,Retail_Trade,98,341.69,4,None,OneMoney,Mashonaland_Central KXD6314,0,2025-02-08,2025-02-21,2025-03-22,2027-02-11,159.91,125.8,24,Monthly,Equipment,Female,04-Sep-1975,Married,2,Agriculture,37,76.44,0,Livestock,Cash,Mashonaland_West PFJ2186,3,2025-08-07,2025-08-20,2025-09-18,2027-08-10,1521.2,16.37,24,Monthly,Rent,Male,21-Jan-1993,Single,2,Informal_Sector,41,588.47,3,Savings,EcoCash,Masvingo WES6815,4,2025-11-10,2025-11-13,2025-12-24,2027-11-03,6321.73,20.47,24,Bi-Weekly,Vehicle,,30-Sep-1983,Married,5,Informal_Sector,20,213.83,2,Guarantor,Bank_Transfer,Harare PHS6750,3,2026-01-19,2026-01-25,2026-03-10,2027-01-20,5645.65,91.9,12,Monthly,Medical,Female,25-May-1965,Married,,,125,1330.7,1,Guarantor,InnBucks,Bulawayo RMM7844,1,2025-05-14,2025-05-28,2025-07-11,2026-05-23,22972.71,11.79,12,Monthly,Business_Expansion,Male,07-Mar-1980,Divorced,7,Retail_Trade,127,1055.11,2,Property,InnBucks,Mashonaland_West GDC4179,3,2025-02-24,2025-03-06,2025-04-03,2025-09-02,3934.14,11.5,6,Weekly,Personal,Male,15-Aug-1974,Married,3,Construction,72,891.23,0,None,InnBucks,Bulawayo QUK5788,0,2025-01-29,2025-02-03,2025-03-14,2026-07-28,7302.8,123.68,18,Monthly,Equipment,Male,09-Mar-1996,Married,2,Mining,48,1145.91,5,Property,OneMoney,Manicaland GJL4316,1,2025-10-25,2025-11-12,2025-12-09,2026-11-07,3435.09,130.85,12,Monthly,Business_Expansion,Male,21-Mar-1983,Married,4,Informal_Sector,18,255.83,0,None,EcoCash,Mashonaland_West OEC5147,5,2026-01-29,2026-02-04,2026-03-01,2026-03-06,341.07,161.56,1,Bi-Weekly,Funeral,Female,26-Jul-1997,Divorced,1,Agriculture,14,203.27,1,None,EcoCash,Mashonaland_East HNT7828,2,2025-12-02,2025-12-12,2026-01-17,2026-12-07,5038.35,16.73,12,Monthly,Equipment,Male,27-Aug-2004,Single,2,Retail_Trade,12,772.37,0,Guarantor,Cash,Matabeleland_South GCK6333,0,2025-05-05,2025-05-24,2025-06-19,2026-05-19,5824.32,96.73,12,Bi-Weekly,Farming_Inputs,Male,19-Apr-1993,Married,5,Mining,112,1593.9,1,None,EcoCash,Manicaland HNZ5414,0,2025-10-13,2025-10-23,2025-12-05,2026-04-21,4859.96,126.42,6,Monthly,Debt_Consolidation,Female,26-Jul-1965,Divorced,1,Retail_Trade,44,,7,None,Bank_Transfer,Mashonaland_Central CVK2844,4,2026-01-23,2026-01-26,2026-03-05,2029-01-10,15127.05,82.66,36,Monthly,Vehicle,Female,17-Apr-1964,Married,3,Telecom,41,989.76,0,Guarantor,Cash,Matabeleland_North MRZ6686,3,2025-10-16,2025-10-24,2025-12-07,2026-10-19,2843.89,18.64,12,Monthly,Personal,Male,06-May-1989,Married,0,Education,59,511.5,3,None,Cash,Harare VEB7548,0,2025-04-25,2025-04-26,2025-06-09,2026-04-21,2997.45,14.11,12,Monthly,Medical,Male,28-Nov-2006,Single,1,Retail_Trade,11,379.94,0,Livestock,Bank_Transfer,Masvingo ZFK6222,0,2025-02-02,2025-02-06,2025-03-14,2026-07-31,462.18,16.2,18,Monthly,Business_Expansion,Female,08-Jul-1969,Divorced,0,Informal_Sector,,245.41,4,None,Cash,Mashonaland_East TCP7362,0,2025-08-15,2025-08-31,2025-10-02,2027-02-22,784.2,159.57,18,Monthly,Rent,Male,03-Nov-1968,Married,4,Agriculture,25,296.46,2,None,EcoCash,Mashonaland_West AEX8842,0,2025-01-20,2025-01-30,2025-03-11,2025-07-29,881.05,150.46,6,Monthly,Medical,Male,28-Mar-2004,Single,0,Informal_Sector,7,184.98,1,Savings,EcoCash,Harare INS6906,3,2025-11-08,2025-11-28,2025-12-25,2027-11-18,1840.87,16.05,24,Monthly,Medical,Female,13-Oct-1968,Widowed,4,Retail_Trade,141,568.05,4,Guarantor,Cash,Bulawayo XQP9889,3,2025-03-24,2025-04-06,2025-05-17,2025-10-03,3926.69,16.75,6,Monthly,Medical,Male,24-Nov-1982,Married,5,NGO,34,1491.6,1,,EcoCash,Harare FNH2173,0,2025-10-08,2025-10-10,2025-11-06,2027-04-03,1471.14,129.13,18,Monthly,Wedding,Male,29-Jun-1962,Married,5,Agriculture,124,,0,Property,EcoCash,Matabeleland_North OOI6909,2,2025-09-15,2025-10-03,2025-11-09,2026-09-28,6720.97,84.61,12,Weekly,Working_Capital,Male,10-Jan-1971,Married,1,Finance,83,1329.42,0,Guarantor,InnBucks,Harare IVU7217,0,2025-12-12,2025-12-22,2026-02-01,2026-12-17,9961.19,99.45,12,Bi-Weekly,Livestock,Male,26-Jun-1958,,2,Finance,108,1648.64,3,,EcoCash,Mashonaland_East TLQ5774,1,2024-12-27,2025-01-02,2025-02-13,2025-12-28,886.6,119.25,12,Bi-Weekly,Equipment,Male,17-Jan-2007,Single,,Informal_Sector,6,127.4,4,Savings,InnBucks,Bulawayo OJA2961,0,2025-11-23,2025-12-10,2026-01-16,2027-11-30,2146.49,118.38,24,Monthly,Business_Expansion,Female,14-Aug-1973,Married,4,Manufacturing,91,,0,None,EcoCash,Midlands SEH7834,5,2025-10-15,2025-10-19,2025-11-24,2026-04-17,521.71,196.68,6,Weekly,Rent,Male,05-Oct-1978,Single,6,Informal_Sector,37,403.78,0,None,Bank_Transfer,Bulawayo XKI2459,3,2024-12-25,2025-01-15,2025-02-17,2025-07-14,791.14,13.99,6,Monthly,Medical,Male,15-Mar-1987,Divorced,4,Transport,123,197.31,0,None,Bank_Transfer,Mashonaland_East GME1877,2,2025-06-07,2025-06-18,2025-07-22,2026-03-15,13688.39,103.15,9,Monthly,Farming_Inputs,Male,29-Mar-2000,Married,1,Mining,27,892.51,0,Livestock,Bank_Transfer,Matabeleland_South RKI7230,2,2025-09-20,2025-10-08,2025-11-17,2027-04-01,4407.11,117.38,18,Monthly,,Male,21-Sep-1959,Single,1,Telecom,19,1857.08,3,None,InnBucks,Harare CFQ6408,1,2025-12-21,2026-01-07,2026-02-20,2027-01-02,23906.04,15.82,12,Monthly,Stock_Purchase,Male,09-Mar-2008,Married,2,Finance,1,,4,Guarantor,Cash,Manicaland XMG3875,3,2025-06-02,2025-06-12,2025-07-15,2026-06-07,5148.08,14.12,12,Monthly,Personal,Male,04-Oct-1963,Married,7,Mining,83,1168.53,3,Guarantor,Bank_Transfer,Mashonaland_West HXK3423,4,2025-11-20,2025-11-30,2026-01-14,2027-11-20,23622.41,16.61,24,Bi-Weekly,Home_Improvement,Male,21-Feb-1960,Divorced,6,Manufacturing,147,764.02,3,None,Cash,Bulawayo JXU8966,3,2025-11-15,2025-12-05,2026-01-18,2027-05-29,2112.04,89.54,18,Bi-Weekly,Debt_Consolidation,Female,25-Jan-1979,Married,4,Government,78,727.06,0,Savings,EcoCash,Harare GAT0080,3,2025-12-26,2026-01-12,2026-02-08,2027-01-07,1838.31,14.24,12,Monthly,Rent,Male,02-Nov-1981,Divorced,3,Informal_Sector,42,405.81,0,Guarantor,Bank_Transfer,Mashonaland_East SXJ2606,2,2025-02-03,2025-02-24,2025-04-04,2025-11-21,3426.55,110.08,9,Weekly,Farming_Inputs,Male,03-Jun-1990,Married,1,Education,89,607.68,0,Guarantor,EcoCash,Manicaland QSF2441,3,2025-07-22,2025-07-29,2025-08-23,2026-07-24,654.8,15.15,12,Monthly,Rent,Male,26-Apr-2002,Single,0,Informal_Sector,35,232.63,2,Guarantor,Bank_Transfer,Bulawayo TQS5006,0,2025-06-17,2025-07-02,2025-08-02,2025-09-30,1406.12,111.28,3,Monthly,Medical,Female,19-Jul-1993,Married,0,Education,45,363.52,2,Guarantor,OneMoney,Midlands DOP1780,0,2025-11-22,2025-12-12,2026-01-22,2026-12-07,12137.78,,12,Monthly,Home_Improvement,Female,15-Jun-1984,Divorced,6,Telecom,95,1777.95,1,Livestock,Bank_Transfer,Harare ESM6222,0,2025-07-13,2025-07-27,2025-09-01,2026-01-23,2760.19,147.29,6,Bi-Weekly,Farming_Inputs,Male,08-Jun-1968,Married,2,Mining,22,893.8,0,Livestock,EcoCash,Midlands EKA5363,0,2025-05-08,2025-05-14,2025-06-27,2026-05-09,609.26,97.55,12,Monthly,Stock_Purchase,Female,17-Apr-1995,Married,3,Retail_Trade,23,149.04,0,Guarantor,Cash,Mashonaland_West IZB3771,0,2024-12-16,2025-01-02,2025-02-06,2026-06-26,3867.76,117.6,18,Monthly,Funeral,Female,20-Sep-1969,Married,2,Government,59,794.38,2,Vehicle,EcoCash,Mashonaland_West XYD0602,3,2025-04-05,2025-04-09,2025-05-06,2026-04-04,2907.42,13.17,12,Monthly,Rent,Male,03-Sep-1976,Divorced,1,Mining,137,1209.57,1,None,EcoCash,Harare GNP3501,2,2026-01-05,2026-01-23,2026-03-03,2027-01-18,2224.17,70.43,12,Monthly,,Female,24-Apr-1999,Married,2,Informal_Sector,22,524.32,2,Guarantor,EcoCash,Harare AQC9120,3,2025-02-04,2025-02-15,2025-03-15,2025-08-14,3650.81,12.45,6,Monthly,Medical,Female,24-Nov-1994,Divorced,,Finance,67,840.43,2,Guarantor,EcoCash,Harare HNV4885,3,2025-01-14,2025-02-01,2025-03-15,2025-07-31,1341.29,12.65,6,Monthly,Rent,Male,12-Nov-1994,Single,1,Transport,59,362.93,2,None,OneMoney,Masvingo JBX9545,1,2025-04-09,2025-04-12,2025-05-18,2026-04-07,7731.13,119.88,12,Bi-Weekly,Business_Expansion,Male,08-Sep-2007,Single,2,Government,,407.16,0,None,EcoCash,Mashonaland_East SWU3965,1,2025-07-10,2025-07-31,2025-09-04,2026-07-26,4697.62,104.14,12,Monthly,Working_Capital,Female,29-Nov-1992,Divorced,2,Retail_Trade,56,559.66,0,Guarantor,Cash,Manicaland YSB2339,3,2025-02-01,2025-02-10,2025-03-13,2026-08-04,1986.6,15.4,18,Monthly,,Male,20-Oct-1981,Married,4,Telecom,105,732.55,2,None,Bank_Transfer,Mashonaland_Central WDZ5490,0,2025-10-15,2025-11-03,2025-12-18,2026-05-02,2372.55,110.02,6,Bi-Weekly,Livestock,Male,06-Mar-2008,Single,0,Retail_Trade,2,324.29,5,Savings,Cash,Masvingo KYR2691,3,2026-01-03,2026-01-16,2026-02-15,2026-07-15,562.36,11.14,6,Monthly,Debt_Consolidation,Male,16-Jun-1993,Married,6,Education,105,269.39,3,Savings,OneMoney,Mashonaland_West MRF9654,1,2026-01-10,2026-01-20,2026-02-19,2027-01-15,2181.09,99.58,12,Monthly,Stock_Purchase,Female,21-Mar-1974,Married,3,Informal_Sector,25,218.26,3,Livestock,InnBucks,Harare IET0507,0,2025-10-02,2025-10-03,2025-11-03,2026-04-01,691.13,102.42,6,Monthly,Farming_Inputs,Male,27-Jun-1980,Widowed,2,Informal_Sector,31,226.76,0,Guarantor,InnBucks,Midlands CXW8897,0,2025-11-02,2025-11-13,2025-12-27,2027-11-03,6813.42,122.58,24,Monthly,Debt_Consolidation,Male,26-Mar-1977,Married,2,Healthcare,102,,0,Property,Bank_Transfer,Harare RHO8502,0,2025-08-23,2025-09-07,2025-10-18,2026-03-06,4107.94,16.56,6,Monthly,Vehicle,Male,28-Apr-1965,Married,2,Manufacturing,54,796.57,2,Vehicle,EcoCash,Harare DGI5875,1,2025-05-14,2025-06-02,2025-07-17,2026-05-28,3492.15,109.14,12,Monthly,Working_Capital,Male,02-Jun-1987,Married,1,Informal_Sector,35,171.77,2,Guarantor,OneMoney,Midlands CBG8496,3,2026-01-02,2026-01-12,2026-02-26,2028-01-02,1077.92,14.3,24,Monthly,,Female,21-Jun-1993,Married,1,Government,,276.46,2,Guarantor,EcoCash,Harare JMO9215,1,2025-12-11,2025-12-25,2026-01-23,2026-06-23,6822.89,129.07,6,Monthly,Stock_Purchase,Female,05-Oct-1984,Married,7,Government,70,399.21,4,Vehicle,InnBucks,Bulawayo WHH0842,2,2025-05-15,2025-05-30,2025-07-10,2026-05-25,1527.06,96.42,12,Monthly,Livestock,Male,14-Dec-1975,Married,5,Agriculture,93,246.87,4,Property,EcoCash,Masvingo IRT3982,1,2025-09-14,2025-10-03,2025-10-28,2026-09-28,2418.85,108.26,12,Monthly,Stock_Purchase,Female,09-May-1982,Married,3,Education,27,330.21,3,Savings,Bank_Transfer,Harare ZNY3995,3,2025-06-13,2025-06-17,2025-07-22,2026-12-09,3426.96,17.39,18,Monthly,School_Fees,Male,22-Mar-2006,Single,3,Government,11,856.32,0,None,EcoCash,Mashonaland_Central RWA3263,0,2025-11-11,2025-11-28,2026-01-07,2027-05-22,541.26,128.61,18,Bi-Weekly,Vehicle,Male,16-Oct-1961,Widowed,3,Education,23,243.38,4,Vehicle,EcoCash,Midlands RRW5248,3,2025-06-22,2025-07-10,2025-08-10,2026-07-05,706.4,13.68,12,Monthly,Debt_Consolidation,Male,23-Dec-1970,Married,1,Agriculture,97,256.84,4,Guarantor,InnBucks,Harare KSX1126,3,2025-05-01,2025-05-12,2025-06-17,2027-05-02,2122.16,86.05,24,Monthly,Medical,Male,30-Dec-1981,Divorced,1,Government,188,432.68,2,Property,EcoCash,Harare ZGP1344,1,2025-07-07,2025-07-22,2025-08-16,2027-01-13,3065.58,108.82,18,Monthly,Business_Expansion,Male,27-Mar-1986,Married,1,Retail_Trade,40,254.88,3,None,OneMoney,Manicaland TAP0740,1,2025-04-04,2025-04-17,2025-05-23,2025-10-14,6617.88,14.64,6,Bi-Weekly,Business_Expansion,Male,04-Jul-1982,Married,5,Manufacturing,24,373.8,0,Property,EcoCash,Manicaland SBV4244,3,2025-08-08,2025-08-28,2025-10-04,2027-02-19,9576.26,14.12,18,Monthly,School_Fees,Female,21-Sep-2000,Single,,Finance,21,2328.4,1,Guarantor,Bank_Transfer,Harare VNM7279,1,2024-12-21,2025-01-09,2025-02-22,2026-01-04,18391.76,101.77,12,Monthly,Business_Expansion,Female,15-Oct-1971,Married,2,,115,646.69,3,Property,Bank_Transfer,Manicaland XVN5713,2,2025-03-05,2025-03-06,2025-04-17,2026-03-01,3483.07,89.75,12,Monthly,Farming_Inputs,Male,06-May-1996,Married,5,Informal_Sector,18,389.27,4,Property,EcoCash,Harare PNI6616,4,2025-09-19,2025-10-05,2025-11-01,2028-09-19,29657.92,19.74,36,Monthly,Equipment,Male,23-Apr-2002,Single,0,Telecom,17,981.48,2,Vehicle,Bank_Transfer,Midlands DHK0115,0,2025-09-12,2025-09-22,2025-10-21,2026-03-21,2056.28,14.78,6,Weekly,Working_Capital,Female,25-Nov-1994,Single,2,Retail_Trade,105,572.58,2,None,Bank_Transfer,Harare ELZ1893,1,2026-01-08,2026-01-18,2026-03-03,2026-07-17,1076.3,143.29,6,Monthly,,Female,29-Dec-1986,Single,1,Agriculture,107,195.81,1,Vehicle,Bank_Transfer,Midlands MMD9376,2,2026-02-24,2026-02-25,2026-03-27,2026-08-24,6854.58,140.22,6,Monthly,Livestock,Male,13-Sep-1968,Single,6,Government,94,366.6,1,Livestock,OneMoney,Harare HHO0755,1,2025-11-26,2025-12-03,2026-01-07,2028-11-17,3610.95,124.0,36,Monthly,Stock_Purchase,Female,31-Jul-1980,Married,6,Government,201,362.04,2,Property,Bank_Transfer,Mashonaland_East AGI6103,4,2025-09-07,2025-09-16,2025-10-13,2027-09-06,9212.74,14.19,24,Weekly,Vehicle,Male,23-Feb-1996,Single,3,Agriculture,38,491.04,1,None,Cash,Manicaland DSJ1568,0,2026-02-12,2026-02-25,2026-03-23,2027-02-20,1197.51,106.27,12,Monthly,Debt_Consolidation,Male,31-Jul-1995,Single,0,Mining,26,674.56,2,Savings,EcoCash,Matabeleland_North OGQ3745,0,2025-04-20,2025-05-07,2025-06-15,2025-08-05,6647.1,140.09,3,Monthly,Debt_Consolidation,Female,04-Jun-2006,Single,0,Transport,15,808.09,3,Guarantor,Cash,Matabeleland_South EWU3335,4,2025-12-10,2025-12-17,2026-01-27,2026-12-12,17806.67,108.16,12,Weekly,Home_Improvement,Male,01-Apr-1997,Married,2,Transport,21,976.98,1,Livestock,Bank_Transfer,Manicaland IBI8973,1,2025-02-12,2025-02-26,2025-04-01,2028-02-11,8526.71,118.61,36,Bi-Weekly,Business_Expansion,Female,08-Jan-1984,Married,3,Finance,,844.61,0,Savings,Cash,Mashonaland_Central MNM0998,3,2025-03-04,2025-03-19,2025-04-26,2025-09-15,2958.95,15.15,6,Monthly,Personal,Male,05-Oct-1988,Married,2,Government,205,681.66,0,Guarantor,EcoCash,Matabeleland_South ZFN4243,1,2025-08-01,2025-08-03,2025-09-12,2026-07-29,12228.13,117.05,12,Monthly,Equipment,Female,26-Dec-1976,Divorced,4,Mining,24,1162.96,0,Property,EcoCash,Harare TAE3942,1,2025-10-14,2025-10-30,2025-12-04,2026-04-28,1191.44,16.4,6,Monthly,Business_Expansion,Female,08-Mar-1986,Single,8,Informal_Sector,40,113.48,0,,Bank_Transfer,Harare CEQ9038,3,2025-06-30,2025-07-09,2025-08-21,2026-07-04,1397.96,18.0,12,Monthly,Medical,Male,31-Mar-1964,Widowed,1,Government,151,568.43,1,Guarantor,EcoCash,Midlands YDW7588,3,2025-06-02,2025-06-04,2025-06-28,2026-05-30,785.45,17.46,12,Monthly,Medical,Female,10-Sep-1991,Married,3,Informal_Sector,25,384.69,0,Guarantor,EcoCash,Harare FLB0221,1,2025-03-17,2025-04-02,2025-05-14,2026-03-28,13842.29,126.08,12,Monthly,Stock_Purchase,Female,10-Jul-1978,Married,0,Telecom,127,840.79,4,Guarantor,Cash,Manicaland IFS3000,0,2026-01-07,2026-01-27,2026-03-02,2028-01-17,3747.39,144.15,24,Bi-Weekly,Home_Improvement,Male,17-Apr-1963,Married,5,Retail_Trade,47,787.6,0,Vehicle,InnBucks,Midlands GOX2033,0,2025-06-17,2025-07-01,2025-08-08,2026-06-26,667.33,133.52,12,Monthly,Vehicle,Male,11-Nov-1984,Divorced,4,Education,90,359.68,0,None,Bank_Transfer,Mashonaland_Central RCR6392,3,2025-06-14,2025-06-29,2025-08-06,2027-06-19,1778.69,17.82,24,Monthly,Medical,Male,31-May-1984,Married,0,Government,206,952.95,1,Guarantor,EcoCash,Bulawayo ZMZ4534,0,2025-10-29,2025-11-11,2025-12-07,2026-05-10,1294.39,105.15,6,Monthly,Equipment,Male,22-Dec-1995,Single,1,Agriculture,8,287.28,4,None,Bank_Transfer,Manicaland DPW5768,0,2025-10-11,2025-10-26,2025-12-01,2027-10-16,406.98,133.55,24,Bi-Weekly,Farming_Inputs,Male,02-Mar-1970,Widowed,,Informal_Sector,17,,2,Vehicle,Bank_Transfer,Manicaland KKG5808,0,2026-01-22,2026-02-06,2026-03-18,2027-02-01,919.24,122.53,12,Monthly,Working_Capital,Female,27-Jun-1996,Single,4,Informal_Sector,14,324.33,2,None,OneMoney,Harare IBC0776,0,2025-08-14,2025-08-25,2025-09-28,2026-08-20,780.77,15.97,12,Monthly,Livestock,Female,22-Jun-1979,Widowed,1,Agriculture,104,174.72,3,Guarantor,EcoCash,Harare QJQ0583,1,2025-04-24,2025-05-09,2025-06-03,2026-05-04,13677.15,102.01,12,Monthly,,Male,25-Apr-1981,Single,3,Mining,52,595.19,2,Property,InnBucks,Matabeleland_South YHT6044,1,2026-01-04,2026-01-17,2026-02-16,2027-01-12,12398.67,108.18,12,Monthly,Business_Expansion,Male,16-Dec-1957,Divorced,,Transport,57,922.75,5,Vehicle,EcoCash,Bulawayo IZD5201,1,2025-05-25,2025-05-27,2025-06-26,2026-05-22,1771.66,108.47,12,Monthly,Equipment,Female,10-Aug-1984,Widowed,5,Agriculture,27,170.65,3,Savings,EcoCash,Matabeleland_North FQQ6014,2,2025-03-03,2025-03-17,2025-04-17,2026-03-12,636.89,78.25,12,Monthly,Livestock,Male,03-Oct-1994,Divorced,5,Informal_Sector,23,,2,Guarantor,Bank_Transfer,Harare HUG2535,4,2025-04-15,2025-04-25,2025-06-08,2029-04-04,15164.99,17.04,48,Monthly,Equipment,Female,29-Mar-2005,Married,,Informal_Sector,19,581.07,2,Livestock,InnBucks,Bulawayo AWE7337,3,2025-02-02,2025-02-17,2025-03-26,2025-08-16,1289.42,15.26,6,Monthly,Rent,Male,21-Feb-1974,Widowed,5,Informal_Sector,52,388.42,3,Guarantor,EcoCash,Harare AFX6015,0,2025-05-10,2025-05-27,2025-06-28,2026-05-22,2805.81,156.61,12,Monthly,Farming_Inputs,Female,16-Nov-1981,Widowed,3,Construction,44,521.88,0,Savings,EcoCash,Harare JJA3465,0,2025-11-19,2025-12-07,2026-01-12,2026-12-02,3910.36,125.33,12,Monthly,Livestock,Female,19-Jun-1994,Divorced,3,,104,425.54,2,Vehicle,EcoCash,Harare YWQ6319,1,2026-01-27,2026-02-14,2026-03-21,2026-08-13,17412.82,109.59,6,Monthly,Business_Expansion,Male,11-Sep-2003,Single,0,Mining,14,1769.99,0,Property,InnBucks,Harare UTL8063,2,2025-10-08,2025-10-15,2025-11-23,2027-04-08,8048.82,131.06,18,Monthly,Equipment,Male,13-Sep-2005,,0,Government,31,772.24,0,,EcoCash,Midlands IRB0365,0,2025-08-24,2025-09-04,2025-10-14,2027-02-26,1102.91,17.95,18,Monthly,Livestock,Male,24-Sep-1965,Married,2,Informal_Sector,7,171.93,1,Savings,Bank_Transfer,Bulawayo DQC8790,0,2025-07-22,2025-08-11,2025-09-18,2026-08-06,2751.13,17.76,12,Monthly,Wedding,Female,24-Jul-2005,Married,0,Informal_Sector,26,385.97,2,Guarantor,InnBucks,Midlands OKS8792,0,2025-12-02,2025-12-08,2026-01-08,2027-11-28,5012.41,16.34,24,Monthly,Vehicle,Male,24-Oct-2000,Divorced,,Healthcare,24,,1,Guarantor,EcoCash,Mashonaland_Central RPI9883,0,2025-03-23,2025-03-29,2025-05-02,2025-09-25,792.73,166.54,6,Monthly,Personal,Male,21-Jan-1964,Married,3,Transport,74,,2,Vehicle,Bank_Transfer,Harare KJD6196,0,2025-05-27,2025-06-16,2025-07-13,2025-09-14,1199.56,14.62,3,Monthly,Business_Expansion,Male,03-Apr-1980,Divorced,1,Retail_Trade,55,356.96,1,None,Cash,Manicaland AVL0382,0,2024-12-25,2025-01-05,2025-02-01,2025-12-31,3864.97,147.25,12,Monthly,Medical,Male,03-Jun-1969,Divorced,4,Informal_Sector,13,488.36,1,Property,EcoCash,Midlands WHR7833,1,2025-04-21,2025-04-26,2025-06-10,2026-10-18,13338.95,94.41,18,Bi-Weekly,Business_Expansion,Female,01-Jan-2006,Single,1,Mining,19,,0,None,Bank_Transfer,Harare DTG7149,1,2025-04-05,2025-04-13,2025-05-23,2026-10-05,1384.55,94.24,18,Bi-Weekly,Business_Expansion,Female,29-Jun-1994,Single,0,Informal_Sector,13,174.43,0,None,OneMoney,Mashonaland_West ZPD3564,0,2025-03-15,2025-03-31,2025-05-13,2025-09-27,1309.66,19.94,6,Weekly,Stock_Purchase,Female,17-Mar-2005,Single,,Agriculture,14,,1,None,EcoCash,Mashonaland_Central FOG9482,2,2025-04-27,2025-04-30,2025-06-11,2026-01-25,5554.93,12.69,9,Monthly,Farming_Inputs,Male,03-May-1969,Single,4,Education,56,400.66,6,,Cash,Mashonaland_East ZFV2720,0,2025-07-14,2025-07-23,2025-08-28,2025-10-21,1732.68,17.91,3,Monthly,Debt_Consolidation,Male,08-Jan-1977,Divorced,3,Manufacturing,22,612.65,4,None,EcoCash,Harare KWX6049,2,2025-08-08,2025-08-15,2025-09-18,2026-08-10,2598.42,11.24,12,Monthly,Equipment,Male,05-Dec-1992,Married,5,Informal_Sector,18,,8,Property,EcoCash,Midlands UEF4956,5,2025-01-14,2025-01-29,2025-02-24,2025-07-28,918.04,136.22,6,Monthly,Funeral,Male,01-Jul-1997,Single,5,Manufacturing,27,665.98,2,Livestock,Bank_Transfer,Bulawayo JEK7287,3,2025-10-11,2025-10-24,2025-12-05,2026-10-19,1033.88,19.69,12,Bi-Weekly,Debt_Consolidation,Female,01-Oct-1982,Married,5,Informal_Sector,13,237.0,2,,EcoCash,Midlands WPG6950,1,2025-01-05,2025-01-13,2025-02-24,2025-07-12,1634.23,13.58,6,Monthly,Equipment,Male,14-Jun-1976,,0,Informal_Sector,26,79.19,0,Vehicle,Cash,Midlands QBJ7505,0,2025-02-22,2025-03-07,2025-04-05,2025-09-03,858.42,101.06,6,Monthly,Funeral,Female,10-Feb-1997,Single,1,Healthcare,34,266.67,1,Guarantor,EcoCash,Masvingo GWN8595,1,2024-12-22,2025-01-10,2025-02-13,2027-12-26,6176.32,109.24,36,Monthly,Equipment,Female,29-Dec-1969,Divorced,1,Agriculture,102,372.72,2,Vehicle,EcoCash,Bulawayo BZN6603,1,2025-03-14,2025-03-22,2025-05-02,2026-09-13,5563.63,12.48,18,Bi-Weekly,Business_Expansion,Male,02-Jun-1984,Widowed,3,Retail_Trade,44,317.39,8,Vehicle,EcoCash,Harare XFZ2764,1,2025-10-14,2025-10-22,2025-11-17,2026-04-20,25485.7,98.35,6,Monthly,Stock_Purchase,Female,21-Mar-2006,Single,0,Mining,12,1897.67,1,Guarantor,EcoCash,Harare IGC0378,2,2025-11-01,2025-11-18,2025-12-26,2026-11-13,3283.39,15.87,12,Monthly,Livestock,Female,18-Feb-1995,Married,3,Transport,36,,1,Property,OneMoney,Mashonaland_West MMP1537,0,2025-03-24,2025-04-07,2025-05-04,2025-10-04,3240.76,18.08,6,Monthly,School_Fees,Female,29-Jun-1984,Married,1,,54,939.81,2,Savings,Bank_Transfer,Harare SCY5429,0,2025-04-02,2025-04-15,2025-05-18,2026-04-10,1059.4,115.91,12,Monthly,Livestock,Male,08-Sep-1971,Divorced,0,Transport,81,,2,None,EcoCash,Harare SMJ5723,3,2025-08-25,2025-09-06,2025-10-03,2026-03-05,2053.29,16.08,6,Monthly,Debt_Consolidation,Male,11-Aug-1979,Married,5,Education,22,350.61,0,None,EcoCash,Mashonaland_Central SVM8665,0,2025-04-07,2025-04-12,2025-05-21,2026-04-07,1560.22,158.54,12,Monthly,Working_Capital,Male,03-Dec-1992,Married,0,Transport,14,361.75,1,None,EcoCash,Midlands JUC4326,2,2025-05-24,2025-06-08,2025-07-06,2026-06-03,843.9,98.7,12,Monthly,Farming_Inputs,Male,25-Dec-1988,Divorced,2,Agriculture,135,126.45,0,None,EcoCash,Masvingo POJ2305,1,2025-06-15,2025-06-16,2025-07-12,2028-05-31,2512.34,122.36,36,Monthly,Stock_Purchase,Female,29-Sep-1968,Married,4,Agriculture,68,196.4,5,Property,InnBucks,Masvingo TGL1412,2,2025-04-03,2025-04-21,2025-06-02,2026-04-16,2155.07,72.35,12,Monthly,Working_Capital,Male,23-Dec-1979,Married,6,Agriculture,61,418.86,2,None,Cash,Mashonaland_West TLB7079,2,2025-04-09,2025-04-15,2025-05-17,2026-04-10,4804.1,120.66,12,Bi-Weekly,Farming_Inputs,Female,19-Feb-1979,Divorced,6,Manufacturing,157,572.99,1,Property,Cash,Matabeleland_South LMR6185,3,2025-03-02,2025-03-09,2025-04-13,2025-09-05,4396.0,13.84,6,Monthly,School_Fees,Male,15-Aug-1958,Divorced,2,Retail_Trade,30,829.55,4,Guarantor,Cash,Manicaland KHK7436,3,2026-01-17,2026-01-21,2026-02-21,2026-07-20,990.4,99.51,6,Monthly,Debt_Consolidation,Male,12-Nov-2001,Single,1,Agriculture,14,,1,None,,Bulawayo OGI4322,0,2026-01-07,2026-01-13,2026-02-20,2027-01-08,1098.26,105.58,12,Monthly,School_Fees,Female,20-Mar-1988,Married,3,Agriculture,12,193.95,1,Guarantor,InnBucks,Bulawayo RVZ4835,4,2025-10-08,2025-10-25,2025-11-21,2028-10-09,17763.9,14.43,36,Monthly,Vehicle,Female,08-Jan-2002,Single,1,Retail_Trade,38,676.59,2,Property,Bank_Transfer,Midlands BJN0689,0,2025-10-16,2025-10-22,2025-12-06,2027-10-12,11084.03,16.53,24,Monthly,Livestock,Female,13-Oct-1972,Married,4,Telecom,75,1380.25,1,None,Cash,Mashonaland_East UXE5576,0,2025-03-23,2025-03-30,2025-05-09,2026-03-25,2815.39,105.04,12,Monthly,Equipment,Female,24-Nov-1995,Divorced,,Retail_Trade,43,1036.8,0,None,Bank_Transfer,Mashonaland_East RZS9370,1,2025-03-06,2025-03-15,2025-04-28,2025-09-11,2078.96,14.06,6,Monthly,,Male,15-Oct-2002,Single,1,Informal_Sector,30,166.67,1,Vehicle,InnBucks,Mashonaland_West XFQ2974,3,2026-01-18,2026-01-19,2026-03-04,2026-07-18,3017.72,17.11,6,Monthly,Debt_Consolidation,Male,13-Jun-1992,Single,1,Government,59,579.51,0,Savings,OneMoney,Harare UZO8276,0,2026-02-05,2026-02-18,2026-04-02,2028-02-08,1318.93,137.03,24,Bi-Weekly,Working_Capital,Female,20-Oct-1998,Married,3,Transport,,386.31,1,Vehicle,EcoCash,Harare GSL3386,4,2025-08-04,2025-08-11,2025-09-12,2027-02-02,10763.03,14.99,18,Monthly,Home_Improvement,Male,20-Jan-1983,Married,4,Agriculture,64,,2,Property,Cash,Masvingo AWS3695,5,2025-10-15,2025-10-23,2025-11-28,2026-04-21,438.89,156.65,6,Bi-Weekly,Rent,Male,12-Oct-1974,Married,3,Agriculture,65,476.2,4,None,EcoCash,Masvingo IRT2345,4,2025-11-26,2025-12-06,2026-01-14,2027-05-30,6624.78,87.26,18,Bi-Weekly,Home_Improvement,Female,26-May-1996,Single,1,Government,113,327.4,0,Vehicle,Bank_Transfer,Mashonaland_West JLA0351,1,2025-08-21,2025-09-08,2025-10-06,2026-03-07,6545.72,14.41,6,Monthly,Business_Expansion,Male,21-Sep-1981,Single,4,Manufacturing,54,530.63,2,Savings,Bank_Transfer,Mashonaland_East UDG0334,2,2025-04-27,2025-04-29,2025-05-28,2026-04-24,4000.51,98.46,12,Monthly,Farming_Inputs,Female,10-Nov-1982,Widowed,6,Informal_Sector,9,229.25,3,Guarantor,Bank_Transfer,Mashonaland_Central BKE8828,1,2025-07-08,2025-07-16,2025-08-15,2027-01-07,4969.01,110.31,18,Monthly,Business_Expansion,Male,08-Nov-1998,Single,4,Finance,14,575.16,1,None,Bank_Transfer,Bulawayo BSS5927,5,2025-08-03,2025-08-04,2025-08-29,2025-09-03,415.56,154.11,1,Monthly,Rent,Male,12-Dec-2001,Single,2,Agriculture,43,345.55,0,None,Bank_Transfer,Mashonaland_Central QFM4192,1,2026-02-02,2026-02-04,2026-03-07,2027-01-30,6722.83,95.01,12,Monthly,,Female,04-Dec-1960,Married,2,Government,48,711.31,2,Property,EcoCash,Matabeleland_South UOL8406,4,2025-01-26,2025-02-14,2025-03-21,2026-08-08,9341.24,16.4,18,Bi-Weekly,Vehicle,Male,06-Jul-1993,Single,0,Government,91,553.99,6,Vehicle,OneMoney,Mashonaland_Central DVB9995,4,2025-08-21,2025-08-26,2025-09-28,2027-08-16,10248.33,16.92,24,Monthly,Vehicle,Female,17-Feb-1997,Married,4,Healthcare,,,3,Vehicle,OneMoney,Masvingo ZFM1248,1,2025-08-08,2025-08-22,2025-09-20,2026-02-18,5697.4,120.05,6,Monthly,Working_Capital,Male,08-Sep-1980,Single,3,Construction,109,496.28,1,Savings,EcoCash,Bulawayo FAH0757,0,2025-08-24,2025-09-01,2025-10-07,2026-08-27,2102.61,122.62,12,Monthly,Debt_Consolidation,Male,14-Sep-2003,Single,,Retail_Trade,12,306.38,2,None,Bank_Transfer,Harare YNP2161,2,2025-06-22,2025-06-28,2025-08-07,2026-03-25,2413.29,11.44,9,Monthly,Working_Capital,Male,30-May-1982,Married,4,Government,204,314.05,5,Guarantor,Cash,Midlands TUH2095,3,2025-08-10,2025-08-13,2025-09-23,2027-08-03,566.5,15.26,24,Monthly,Debt_Consolidation,Female,05-Mar-1991,Single,4,Informal_Sector,32,153.03,2,None,Bank_Transfer,Masvingo BAY9049,0,2025-02-14,2025-02-23,2025-03-28,2025-08-22,12785.47,123.72,6,Bi-Weekly,Rent,Male,24-Apr-1969,Married,4,Finance,35,1835.14,8,Guarantor,Bank_Transfer,Mashonaland_Central SZZ4113,1,2025-04-24,2025-05-05,2025-06-08,2026-04-30,3119.78,13.82,12,Monthly,Stock_Purchase,Male,14-Dec-1989,Married,1,Retail_Trade,146,252.84,2,Guarantor,EcoCash,Midlands IAH5734,3,2025-05-06,2025-05-25,2025-07-04,2025-11-21,1163.59,12.32,6,Monthly,Debt_Consolidation,Male,13-Nov-1993,Married,2,Healthcare,40,444.02,3,,EcoCash,Mashonaland_Central IWZ1372,1,2026-02-07,2026-02-28,2026-04-03,2028-02-18,11894.58,13.7,24,Monthly,Equipment,Female,18-May-1995,Married,3,Manufacturing,7,464.52,5,Property,EcoCash,Harare YBR4638,1,2025-07-28,2025-07-31,2025-08-28,2027-01-22,4267.47,108.11,18,Monthly,Stock_Purchase,Male,20-Mar-1983,Married,4,Government,44,396.47,0,None,OneMoney,Mashonaland_Central MOB7614,3,2025-02-21,2025-02-24,2025-03-28,2026-02-19,691.71,14.97,12,Monthly,Debt_Consolidation,Male,15-Oct-1983,Divorced,4,Agriculture,32,300.83,2,Guarantor,Bank_Transfer,Harare ATG7894,1,2025-08-19,2025-08-21,2025-09-28,2026-08-16,4150.72,127.84,12,Bi-Weekly,Working_Capital,Male,24-Oct-1971,Married,2,Agriculture,39,474.79,1,None,InnBucks,Masvingo QQM8288,0,2025-08-16,2025-08-19,2025-10-01,2027-08-09,2386.55,102.57,24,Monthly,Personal,Female,08-Sep-1985,Widowed,3,Retail_Trade,,594.53,2,Livestock,Cash,Masvingo XMU6369,1,2025-12-15,2025-12-20,2026-01-19,2026-12-15,17224.06,14.89,12,Monthly,Business_Expansion,Male,27-Dec-1994,Married,0,Retail_Trade,84,1056.8,0,Guarantor,EcoCash,Manicaland DSD2182,1,2025-07-23,2025-08-11,2025-09-08,2027-08-01,10562.98,144.04,24,Monthly,Working_Capital,Male,16-Aug-1995,Married,3,Transport,126,508.54,0,Savings,EcoCash,Mashonaland_East JEF9970,0,2025-05-09,2025-05-24,2025-06-28,2026-05-19,1228.9,99.22,12,Monthly,Vehicle,Female,27-Feb-2000,Divorced,0,Informal_Sector,52,250.15,8,None,EcoCash,Manicaland BJU6237,4,2025-12-10,2025-12-23,2026-01-28,2028-12-07,8232.5,15.81,36,Monthly,Vehicle,Female,27-Oct-1966,Married,2,Informal_Sector,34,456.83,1,Vehicle,EcoCash,Harare MCP1196,5,2025-12-07,2025-12-19,2026-01-13,2026-01-18,202.88,142.11,1,Bi-Weekly,Personal,Male,27-Apr-1979,Married,2,Informal_Sector,12,188.3,0,None,EcoCash,Harare WQZ2473,0,2025-07-08,2025-07-15,2025-08-27,2027-01-06,882.12,13.73,18,Bi-Weekly,Livestock,Male,15-Aug-2002,Single,0,Agriculture,27,185.34,1,None,Cash,Mashonaland_West EXP3813,2,2025-05-31,2025-06-05,2025-07-18,2026-05-31,7331.25,114.0,12,Monthly,Farming_Inputs,Male,25-Jun-1969,Married,4,Transport,77,546.96,0,Livestock,EcoCash,Matabeleland_North ANY6979,0,2025-01-26,2025-02-08,2025-03-07,2027-01-29,682.91,146.81,24,Monthly,Business_Expansion,Female,23-Mar-1987,Married,2,Manufacturing,99,375.65,0,None,Bank_Transfer,Masvingo MJT9896,2,2025-08-17,2025-08-25,2025-10-03,2026-08-20,3104.97,100.33,12,Monthly,Equipment,Female,02-Apr-1966,Widowed,3,Mining,89,598.78,2,Livestock,EcoCash,Bulawayo RZF0126,3,2025-05-01,2025-05-11,2025-06-09,2025-11-07,348.03,12.62,6,Monthly,Medical,Male,14-Oct-1995,Married,2,Agriculture,32,79.26,1,Savings,InnBucks,Midlands WNT3190,0,2026-02-17,2026-02-25,2026-04-09,2027-02-20,981.22,17.06,12,Monthly,Stock_Purchase,Male,21-Dec-1982,Married,6,,53,394.55,0,Livestock,Bank_Transfer,Harare SXR8785,2,2025-09-25,2025-10-11,2025-11-10,2026-10-06,685.18,105.73,12,Monthly,Equipment,Male,04-Aug-1997,Married,1,Informal_Sector,20,104.1,0,Property,Bank_Transfer,Matabeleland_South VEZ9878,4,2025-11-17,2025-11-29,2025-12-25,2026-11-24,5231.96,13.35,12,Monthly,Equipment,Male,13-Jan-1976,Married,4,Construction,16,240.43,2,Vehicle,EcoCash,Harare IQR1803,2,2025-12-31,2026-01-01,2026-02-09,2026-06-30,1907.71,79.15,6,Monthly,Equipment,Female,26-Apr-1996,Married,4,Retail_Trade,12,346.77,5,Vehicle,EcoCash,Bulawayo GKP5747,0,2025-01-10,2025-01-16,2025-02-12,2027-01-06,2742.39,128.7,24,Monthly,Business_Expansion,Male,27-Nov-1987,Widowed,3,Agriculture,85,,1,Vehicle,EcoCash,Harare KWZ1032,3,2025-12-20,2025-12-28,2026-01-25,2026-12-23,448.84,15.0,12,Monthly,Debt_Consolidation,Female,21-Oct-1984,Married,6,Informal_Sector,7,122.71,3,None,Bank_Transfer,Mashonaland_West UNG2441,2,2026-01-28,2026-01-29,2026-03-15,2027-01-24,5263.24,89.79,12,Monthly,Working_Capital,Male,07-May-1981,Widowed,4,Informal_Sector,24,344.21,4,Livestock,Cash,Mashonaland_Central DEZ7950,0,2025-07-24,2025-08-14,2025-09-08,2026-02-10,645.64,16.85,6,Monthly,Livestock,Male,14-Jun-1963,Divorced,4,Informal_Sector,53,,4,None,Cash,Manicaland LWQ5268,3,2025-10-21,2025-10-26,2025-11-28,2026-10-21,457.8,15.56,12,Monthly,Rent,Male,09-Jan-1997,Married,1,Informal_Sector,13,,6,None,Bank_Transfer,Manicaland ZMD0621,2,2024-12-28,2025-01-17,2025-02-22,2025-07-16,2106.38,13.94,6,Weekly,Farming_Inputs,Male,11-Oct-2000,Single,,Education,34,400.69,3,,EcoCash,Mashonaland_West LXS2378,0,2025-12-01,2025-12-08,2026-01-22,2027-06-01,2223.18,118.22,18,Bi-Weekly,Stock_Purchase,Female,17-Mar-1979,Married,0,NGO,35,,3,Savings,Bank_Transfer,Harare TNA8704,3,2025-01-09,2025-01-12,2025-02-16,2026-01-07,826.06,16.49,12,Monthly,School_Fees,Female,23-Mar-1969,Single,,Government,61,507.45,0,Guarantor,OneMoney,Harare SXG9064,1,2026-01-21,2026-01-27,2026-03-11,2026-07-26,27490.36,142.46,6,Monthly,Stock_Purchase,Male,23-Jul-1979,Married,,NGO,9,1079.46,2,Property,EcoCash,Harare TCJ5769,0,2025-04-26,2025-05-16,2025-06-19,2026-05-11,235.02,114.87,12,Monthly,Home_Improvement,Male,10-Nov-1995,Widowed,2,Agriculture,16,,0,Savings,EcoCash,Bulawayo HFW8197,0,2025-08-30,2025-09-18,2025-10-28,2026-03-17,630.85,131.62,6,Monthly,Stock_Purchase,Female,07-Aug-1961,Divorced,1,Informal_Sector,,222.82,1,None,Bank_Transfer,Harare GHB7075,0,2025-09-25,2025-10-02,2025-11-01,2026-09-27,6943.69,13.87,12,Bi-Weekly,Farming_Inputs,Female,10-Nov-1998,Married,3,Retail_Trade,6,1013.65,2,Savings,EcoCash,Midlands TXW6272,5,2025-10-10,2025-10-12,2025-11-06,2025-11-11,1050.16,127.45,1,Monthly,Medical,Male,16-May-1981,Single,2,Telecom,103,1113.92,0,Savings,Bank_Transfer,Harare XYC9775,4,2025-07-25,2025-07-27,2025-08-21,2027-01-18,18173.49,80.94,18,Weekly,Home_Improvement,Male,08-Jun-1968,Married,3,Finance,60,790.78,2,Savings,Cash,Harare ICN4734,0,2025-12-11,2025-12-24,2026-01-25,2026-06-22,2398.67,122.01,6,Monthly,Rent,Female,11-Oct-1984,Divorced,1,Mining,7,694.31,5,Livestock,InnBucks,Bulawayo ZMN0832,4,2025-09-27,2025-10-13,2025-11-27,2027-04-06,11453.28,16.45,18,Monthly,Equipment,Female,31-Mar-1996,Married,2,Education,82,841.08,2,Savings,Bank_Transfer,Harare IRZ8003,1,2025-11-16,2025-11-17,2025-12-23,2026-11-12,3081.02,101.74,12,Weekly,Working_Capital,Male,25-Jul-1990,Single,2,Transport,136,289.13,4,None,EcoCash,Harare HUF3490,5,2025-09-20,2025-10-07,2025-11-03,2026-04-05,1561.07,166.46,6,Weekly,Personal,Female,10-Jan-1968,Married,2,,81,1184.84,3,Livestock,InnBucks,Harare FCD5431,0,2025-02-10,2025-02-13,2025-03-21,2025-08-12,3635.34,168.62,6,Monthly,Personal,Male,25-Jan-1957,Married,5,Retail_Trade,69,571.55,3,None,Bank_Transfer,Harare VXK6316,5,2025-04-10,2025-04-15,2025-05-18,2025-07-14,598.12,191.78,3,Weekly,Medical,Female,19-Jun-1994,Divorced,3,Construction,6,220.6,2,Savings,Bank_Transfer,Mashonaland_East YHN4722,2,2025-07-17,2025-08-03,2025-09-13,2026-04-30,11608.32,102.1,9,Monthly,Equipment,Male,28-Apr-1970,Married,,Mining,91,949.23,0,Vehicle,EcoCash,Midlands RTM1575,2,2025-01-19,2025-02-02,2025-03-18,2026-07-27,3960.16,101.43,18,Monthly,Farming_Inputs,Female,24-Dec-2004,Married,,Retail_Trade,8,270.2,0,Livestock,EcoCash,Bulawayo YSB2112,3,2025-04-15,2025-05-05,2025-06-06,2026-04-30,4306.1,18.44,12,Monthly,Medical,Female,06-Mar-1983,Married,2,Manufacturing,96,776.88,1,Guarantor,Bank_Transfer,Mashonaland_East KCM1722,0,2025-11-28,2025-12-13,2026-01-21,2026-12-08,3908.0,90.39,12,Monthly,School_Fees,,06-Apr-1974,Widowed,6,Government,,787.08,2,None,Cash,Mashonaland_West OTS8869,2,2025-09-23,2025-10-01,2025-11-10,2026-09-26,1617.7,84.94,12,Monthly,Working_Capital,Male,11-Dec-1993,Single,,Retail_Trade,46,355.27,2,Livestock,Cash,Harare NHB2867,2,2025-04-20,2025-04-25,2025-06-09,2026-04-20,6661.63,74.51,12,Bi-Weekly,Equipment,Male,03-Jan-1959,Divorced,1,Manufacturing,100,882.61,2,Savings,Bank_Transfer,Harare UTP7979,1,2025-08-03,2025-08-22,2025-09-27,2027-08-12,2271.75,84.77,24,Monthly,Business_Expansion,Female,13-Dec-1967,Married,3,Informal_Sector,22,287.44,1,Savings,OneMoney,Mashonaland_Central HSM0794,5,2025-04-30,2025-05-16,2025-06-10,2025-06-15,419.12,197.05,1,Monthly,Rent,Male,20-Feb-1985,Married,5,Agriculture,56,,5,None,EcoCash,Mashonaland_West RMZ6032,3,2025-01-02,2025-01-23,2025-03-07,2027-01-13,985.66,14.03,24,Monthly,Medical,Male,23-Dec-1965,Married,7,Transport,42,314.09,0,Guarantor,EcoCash,Matabeleland_North IMW1976,2,2025-07-31,2025-08-17,2025-09-28,2027-02-08,6899.08,107.65,18,Monthly,Working_Capital,Male,17-Feb-1997,Single,1,Manufacturing,24,683.12,1,Guarantor,EcoCash,Mashonaland_Central NFP1572,4,2025-02-16,2025-03-07,2025-04-17,2026-08-29,10757.87,83.83,18,Monthly,Vehicle,Male,24-Sep-1970,Married,2,Construction,,357.27,1,Property,EcoCash,Mashonaland_East UMQ1245,0,2025-08-11,2025-08-24,2025-10-03,2026-08-19,2521.68,106.2,12,Monthly,Equipment,Female,08-Feb-1999,Single,2,Manufacturing,27,,2,None,Cash,Bulawayo VPI3440,2,2025-10-25,2025-11-10,2025-12-15,2026-05-09,6335.63,15.09,6,Monthly,Livestock,Male,31-May-1973,Single,4,Manufacturing,15,,2,None,OneMoney,Bulawayo IAR8050,3,2025-03-07,2025-03-23,2025-04-28,2026-03-18,854.46,11.55,12,Monthly,School_Fees,Male,20-May-2005,Single,0,Healthcare,16,376.67,3,None,OneMoney,Harare LZR8401,0,2026-01-03,2026-01-24,2026-03-05,2026-07-23,2031.62,16.05,6,Monthly,Vehicle,Female,06-Aug-1971,Divorced,3,Agriculture,56,259.52,4,None,InnBucks,Harare SHF9433,1,2026-01-13,2026-01-24,2026-02-25,2027-01-19,4754.3,131.0,12,Monthly,Equipment,Female,19-Jan-1960,Divorced,5,Retail_Trade,48,452.61,1,Guarantor,EcoCash,Harare UJL4817,2,2025-12-01,2025-12-03,2025-12-28,2026-06-01,2384.75,88.17,6,Weekly,Equipment,Male,10-Dec-1997,Married,4,Informal_Sector,15,166.57,5,None,EcoCash,Midlands TRR3958,1,2025-03-15,2025-03-30,2025-05-01,2028-03-14,2896.12,12.04,36,Monthly,Business_Expansion,Female,26-Mar-1975,Divorced,2,Agriculture,155,294.63,3,Property,EcoCash,Mashonaland_East TXD8258,0,2025-08-30,2025-09-17,2025-10-19,2025-12-16,679.12,18.75,3,Monthly,Wedding,Male,08-Dec-1989,Married,2,Agriculture,61,203.36,2,,InnBucks,Mashonaland_West FCO4051,2,2025-06-18,2025-06-30,2025-08-08,2026-03-27,4116.19,12.12,9,Monthly,Equipment,Female,19-Mar-1995,Married,2,Government,94,470.13,4,Property,InnBucks,Mashonaland_West OSB4374,1,2025-04-01,2025-04-04,2025-05-01,2026-03-30,9197.94,108.44,12,Monthly,Working_Capital,Female,23-Apr-1957,Divorced,4,Construction,102,710.77,3,Vehicle,EcoCash,Manicaland FVW1939,1,2025-07-31,2025-08-15,2025-09-13,2026-08-10,16004.91,142.62,12,Monthly,Business_Expansion,Male,14-Jun-2001,Married,0,Retail_Trade,45,958.56,6,None,Bank_Transfer,Harare PEX5881,0,2025-05-31,2025-06-16,2025-07-24,2026-06-11,1378.68,15.67,12,Monthly,Rent,Female,12-Mar-1963,Married,,Education,12,318.08,2,Property,Bank_Transfer,Mashonaland_East UZO1865,5,2025-05-30,2025-06-07,2025-07-16,2025-12-04,1674.06,155.49,6,Weekly,Funeral,Female,07-Sep-1990,Married,5,Healthcare,54,648.92,3,,Cash,Masvingo LWE1790,4,2025-04-05,2025-04-08,2025-05-11,2029-03-18,11782.84,16.25,48,Bi-Weekly,Home_Improvement,Male,08-Nov-2004,Single,3,Manufacturing,18,896.9,1,Savings,EcoCash,Harare GWB7700,1,2025-02-11,2025-02-19,2025-03-18,2025-08-18,5121.03,136.55,6,Monthly,Equipment,Female,07-Jun-2005,Single,0,Construction,25,543.95,4,Property,Bank_Transfer,Mashonaland_Central ZOP8654,0,2026-01-20,2026-01-25,2026-03-02,2026-04-25,1142.38,123.34,3,Monthly,Debt_Consolidation,Female,01-Jan-1970,Single,3,Transport,56,357.14,1,None,EcoCash,Midlands XLA1817,1,2026-02-02,2026-02-05,2026-03-07,2029-01-20,11698.62,11.8,36,Monthly,Business_Expansion,Male,08-Jan-1993,Divorced,1,Retail_Trade,,787.1,6,Savings,OneMoney,Manicaland HWW7112,2,2025-02-04,2025-02-18,2025-03-25,2025-11-15,11932.35,17.66,9,Monthly,Working_Capital,Female,07-Dec-1966,Married,5,Retail_Trade,,867.34,0,None,OneMoney,Manicaland SFB9784,2,2025-01-03,2025-01-18,2025-02-23,2026-07-12,947.53,10.96,18,Monthly,Equipment,Male,27-Mar-2007,Married,1,Agriculture,,75.52,0,None,EcoCash,Harare OBN4261,0,2025-05-28,2025-06-13,2025-07-24,2027-06-03,2152.4,14.93,24,Monthly,Debt_Consolidation,Female,23-Apr-1994,Married,6,NGO,50,1098.96,1,Property,EcoCash,Matabeleland_North VRM2547,0,2025-10-10,2025-10-15,2025-11-14,2026-04-13,3922.17,16.0,6,Monthly,Livestock,Male,17-Oct-1968,Married,6,Retail_Trade,27,968.42,3,Savings,Bank_Transfer,Harare DOC8167,2,2025-05-25,2025-05-29,2025-07-08,2026-05-24,9234.46,92.29,12,Monthly,Farming_Inputs,Male,18-Jan-1988,Married,,Government,91,619.36,3,Guarantor,Cash,Masvingo SWJ1035,3,2025-12-04,2025-12-09,2026-01-09,2026-12-04,857.71,12.38,12,Monthly,Medical,Female,03-Apr-1970,Divorced,,Agriculture,83,338.62,3,None,Cash,Harare FLF2496,5,2025-05-28,2025-06-10,2025-07-21,2025-09-08,304.88,168.66,3,Bi-Weekly,Medical,Female,01-Jan-1989,Single,3,Agriculture,48,366.86,2,None,Bank_Transfer,Mashonaland_Central JYX8578,0,2025-04-27,2025-05-04,2025-06-13,2025-08-02,814.56,154.35,3,Bi-Weekly,Medical,Male,21-Jul-1964,Married,6,Informal_Sector,26,246.04,2,None,Bank_Transfer,Harare AEU2982,4,2025-10-21,2025-11-04,2025-12-07,2027-10-25,5959.11,17.78,24,Monthly,Equipment,Female,14-Nov-1970,Married,3,Informal_Sector,3,366.94,1,Livestock,Cash,Harare YVH2306,1,2025-11-06,2025-11-23,2025-12-22,2026-11-18,5062.16,15.5,12,Monthly,Working_Capital,Female,18-Oct-1974,Single,1,Informal_Sector,15,257.73,0,None,EcoCash,Harare QKL4250,2,2025-03-14,2025-03-19,2025-04-20,2027-03-09,6670.81,112.25,24,Monthly,Livestock,Male,28-Nov-1997,Married,1,Telecom,,738.55,1,Savings,InnBucks,Harare LBW6479,0,2025-06-06,2025-06-22,2025-07-21,2026-06-17,6835.97,110.01,12,Monthly,Wedding,Male,28-Jul-1969,Widowed,6,Retail_Trade,14,874.61,1,None,Bank_Transfer,Harare XQN5681,2,2025-05-23,2025-05-29,2025-06-28,2026-02-23,10957.58,118.04,9,Monthly,Working_Capital,Female,26-Oct-1981,Widowed,4,Construction,22,,4,Livestock,Bank_Transfer,Matabeleland_North CEP4086,1,2025-12-14,2026-01-01,2026-02-02,2026-12-27,7604.63,116.0,12,Monthly,Business_Expansion,Female,01-Nov-1991,Divorced,2,Construction,96,338.01,5,Guarantor,EcoCash,Masvingo YGX0420,1,2025-06-08,2025-06-09,2025-07-19,2028-05-24,6817.38,96.79,36,Monthly,Equipment,Female,12-Dec-1970,Married,1,Construction,47,395.06,3,Property,EcoCash,Harare BKB7512,0,2025-12-22,2026-01-01,2026-02-15,2026-12-27,1098.33,19.02,12,Monthly,Equipment,Female,20-May-1979,Married,1,Retail_Trade,24,267.61,4,Guarantor,Bank_Transfer,Bulawayo IXG9725,1,2025-01-30,2025-02-06,2025-03-22,2026-02-01,7554.36,14.0,12,Monthly,Equipment,Male,31-Mar-1993,Married,3,Retail_Trade,77,474.73,5,Guarantor,InnBucks,Mashonaland_East BOF5544,0,2025-04-04,2025-04-21,2025-05-20,2025-10-18,5761.32,16.19,6,Monthly,Working_Capital,Male,23-Feb-1979,Married,4,Construction,67,739.16,1,Livestock,EcoCash,Harare UYN7747,3,2025-03-26,2025-04-14,2025-05-27,2026-04-09,2242.52,13.5,12,Monthly,School_Fees,Male,05-Dec-1995,Married,2,Construction,97,620.5,3,Savings,Cash,Matabeleland_South ROF4670,4,2025-06-06,2025-06-14,2025-07-15,2028-05-29,20796.74,67.61,36,Bi-Weekly,Vehicle,Male,23-Apr-1987,Married,4,Government,76,714.17,1,None,EcoCash,Mashonaland_West UGV7717,3,2025-07-31,2025-08-11,2025-09-23,2027-02-02,2323.37,16.28,18,Monthly,Debt_Consolidation,Female,10-Mar-1969,Divorced,4,Mining,170,904.07,0,Savings,Bank_Transfer,Harare OEI6069,1,2025-11-29,2025-12-04,2026-01-15,2026-11-29,28218.2,95.07,12,Bi-Weekly,Equipment,Male,20-Sep-1981,Married,7,Finance,82,,3,Vehicle,Bank_Transfer,Bulawayo EZO4175,0,2025-07-10,2025-07-20,2025-08-25,2026-01-16,2865.11,15.26,6,Bi-Weekly,Personal,Female,19-Feb-1980,Married,4,Informal_Sector,5,346.05,0,Guarantor,EcoCash,Matabeleland_North OIF7758,0,2025-08-28,2025-09-05,2025-10-09,2026-08-31,911.42,121.52,12,Monthly,Debt_Consolidation,Female,10-Aug-1998,Married,3,Informal_Sector,22,156.03,8,None,InnBucks,Harare JEH2919,1,2025-04-17,2025-05-01,2025-06-05,2028-04-15,3329.18,104.31,36,Monthly,Business_Expansion,Male,27-Sep-1975,Married,6,Agriculture,,372.58,0,None,EcoCash,Mashonaland_West JCE4705,2,2025-10-05,2025-10-06,2025-11-08,2027-03-30,2502.52,89.64,18,Monthly,Working_Capital,Male,08-Dec-1996,,2,Informal_Sector,7,490.13,0,None,Bank_Transfer,Harare BOD3734,1,2025-06-15,2025-07-05,2025-08-07,2026-06-30,8806.22,12.79,12,Monthly,Business_Expansion,Female,26-Jul-1984,Married,6,Government,54,601.75,0,,EcoCash,Midlands HRI5660,3,2025-05-17,2025-05-25,2025-06-24,2026-11-16,1215.45,14.78,18,Monthly,Debt_Consolidation,Female,07-Aug-1967,Married,5,Informal_Sector,53,221.8,1,Property,EcoCash,Harare OOO8613,3,2026-01-23,2026-01-28,2026-03-08,2028-01-18,1383.96,15.25,24,Monthly,Personal,Female,31-Jul-1978,Married,0,Government,131,406.62,1,Savings,Cash,Midlands XCU4599,2,2025-01-28,2025-02-17,2025-03-25,2026-02-12,7504.65,12.11,12,Monthly,Farming_Inputs,Female,29-Dec-1959,Widowed,5,NGO,,724.62,0,Livestock,Cash,Harare KRX9049,0,2026-01-23,2026-02-12,2026-03-11,2028-02-02,1398.2,120.69,24,Monthly,Business_Expansion,Female,22-Oct-1992,Married,5,Agriculture,13,338.45,4,Savings,InnBucks,Harare JOB6245,3,2026-01-11,2026-02-01,2026-03-12,2027-01-27,494.08,95.01,12,Monthly,Medical,Male,06-May-1998,Divorced,2,Transport,32,172.14,0,Guarantor,EcoCash,Matabeleland_South QNM0137,0,2024-12-26,2025-01-07,2025-02-18,2025-07-06,2801.99,154.52,6,Monthly,Livestock,Male,03-Sep-1985,Divorced,6,Manufacturing,87,390.17,1,None,Bank_Transfer,Harare WIM6665,3,2025-03-19,2025-04-09,2025-05-06,2027-03-30,1255.45,15.79,24,Monthly,Debt_Consolidation,Male,03-Mar-1981,Married,6,Retail_Trade,154,451.89,4,Guarantor,EcoCash,Harare LNU5227,0,2025-09-17,2025-09-24,2025-11-02,2026-03-23,1845.52,114.09,6,Monthly,Debt_Consolidation,Male,01-Dec-1991,Married,3,Healthcare,67,,2,Livestock,OneMoney,Mashonaland_West YQN9605,3,2025-07-28,2025-08-07,2025-09-18,2026-02-03,606.24,14.34,6,Monthly,Debt_Consolidation,Female,02-Sep-1993,Married,2,Agriculture,48,214.66,1,None,InnBucks,Harare UQJ8425,1,2025-05-30,2025-06-06,2025-07-14,2028-05-21,8600.3,100.09,36,Monthly,Equipment,Male,28-Jul-1995,Single,3,Transport,83,637.74,1,Livestock,Bank_Transfer,Harare PSC0175,3,2025-07-23,2025-07-28,2025-09-11,2027-01-19,2502.86,16.87,18,Bi-Weekly,Debt_Consolidation,Male,16-Jun-1984,Married,7,Manufacturing,38,789.46,2,None,OneMoney,Bulawayo DJY2431,2,2025-08-12,2025-08-30,2025-09-28,2026-02-26,2029.52,123.55,6,Weekly,Working_Capital,Male,27-Aug-1985,Married,6,Education,152,415.77,1,Property,OneMoney,Manicaland ISL8214,1,2026-02-10,2026-02-24,2026-03-28,2027-08-18,11771.4,11.93,18,Monthly,,Female,18-Dec-1995,Married,1,Informal_Sector,33,472.29,1,Livestock,Bank_Transfer,Harare IIU0389,4,2025-11-09,2025-11-16,2025-12-28,2027-11-06,24848.11,16.54,24,Monthly,Home_Improvement,Male,14-Feb-1985,Married,2,Finance,38,1096.03,1,Vehicle,EcoCash,Manicaland SZT2166,5,2025-03-16,2025-03-17,2025-04-21,2025-05-16,379.8,170.07,2,Monthly,Personal,Male,28-Sep-1967,Married,1,Construction,62,337.6,2,Guarantor,Cash,Harare QGG3461,0,2025-08-01,2025-08-06,2025-09-19,2027-01-28,3450.6,142.7,18,Monthly,Funeral,Male,19-Oct-1990,Single,1,Education,66,577.62,3,Property,EcoCash,Bulawayo XCL2050,0,2025-08-26,2025-09-03,2025-10-16,2026-03-02,1406.7,18.42,6,Monthly,Rent,Female,15-Nov-1978,Divorced,2,Informal_Sector,24,350.24,0,Savings,EcoCash,Mashonaland_East QMQ1245,2,2026-01-30,2026-02-19,2026-04-02,2028-02-09,7713.73,12.73,24,Monthly,Equipment,Female,12-Apr-2006,Single,0,Healthcare,4,574.56,1,Property,InnBucks,Harare DWG4532,1,2026-01-31,2026-02-20,2026-03-21,2027-02-15,4566.56,12.13,12,Monthly,Equipment,Female,23-Feb-1994,Single,0,Manufacturing,73,386.99,1,Savings,Cash,Harare VPI6024,0,2025-08-07,2025-08-25,2025-10-07,2025-11-23,1102.15,17.72,3,Monthly,Medical,Male,26-Dec-1996,Married,,Retail_Trade,52,246.72,1,None,EcoCash,Matabeleland_North ZYV1950,1,2026-01-03,2026-01-08,2026-02-18,2027-01-03,6659.12,121.72,12,Weekly,,Female,20-Sep-1970,Married,5,Transport,94,302.37,2,Property,EcoCash,Harare ZFG5023,0,2025-09-19,2025-10-03,2025-11-13,2026-09-28,5974.06,104.63,12,Monthly,Funeral,Male,21-Jul-1976,Married,5,,94,708.47,0,Guarantor,Bank_Transfer,Harare VSF0357,3,2025-09-09,2025-09-30,2025-10-28,2026-03-29,676.12,15.15,6,Monthly,Personal,Female,02-Oct-1982,Widowed,6,Construction,115,,0,Guarantor,Bank_Transfer,Harare OEY6081,4,2025-04-04,2025-04-11,2025-05-24,2028-03-26,36728.15,19.36,36,Monthly,Vehicle,Female,09-Apr-1979,Divorced,3,Finance,106,1206.52,1,Property,EcoCash,Bulawayo TUB2085,3,2025-09-21,2025-09-30,2025-11-14,2027-03-24,1358.44,11.9,18,Weekly,Debt_Consolidation,Male,17-Jun-1978,Married,4,Retail_Trade,115,355.24,4,Savings,Bank_Transfer,Harare MNC6692,0,2025-07-18,2025-08-04,2025-09-13,2026-01-31,1720.46,102.83,6,Bi-Weekly,Home_Improvement,Female,01-Apr-1967,Widowed,4,Healthcare,104,270.94,2,Savings,Bank_Transfer,Mashonaland_West VRR1008,3,2025-02-27,2025-03-04,2025-04-07,2025-08-31,2228.22,110.68,6,Monthly,Medical,Female,21-Jun-1975,Married,3,Agriculture,,429.09,4,Property,EcoCash,Harare YVT6450,2,2025-06-06,2025-06-07,2025-07-20,2026-11-29,10535.43,11.1,18,Weekly,Working_Capital,Male,10-May-1998,Married,1,NGO,84,1111.39,0,,InnBucks,Matabeleland_South FAO6275,4,2026-01-05,2026-01-16,2026-02-27,2028-12-31,10727.65,14.63,36,Monthly,Home_Improvement,Male,29-Apr-1968,Divorced,5,Informal_Sector,13,420.61,5,Property,Bank_Transfer,Mashonaland_West PTD9190,1,2025-06-04,2025-06-06,2025-07-08,2027-05-27,6268.38,13.51,24,Monthly,Equipment,Female,10-Jul-1966,Divorced,5,Healthcare,93,,1,Property,EcoCash,Midlands JSO5437,0,2025-02-24,2025-03-12,2025-04-13,2026-03-07,1074.47,128.84,12,Monthly,Wedding,Male,18-Nov-1963,Married,7,Agriculture,107,339.34,5,Livestock,EcoCash,Masvingo MFH9979,1,2025-11-23,2025-11-27,2025-12-23,2027-11-17,3143.41,12.09,24,Monthly,Stock_Purchase,Female,16-Aug-1980,Married,,Informal_Sector,14,379.94,3,None,EcoCash,Mashonaland_East SLW2279,0,2025-05-24,2025-06-03,2025-07-07,2026-05-29,1986.46,90.79,12,Monthly,Livestock,Male,09-Jun-1972,Married,5,Informal_Sector,8,598.18,0,None,EcoCash,Manicaland AUZ0340,0,2025-11-21,2025-12-04,2026-01-11,2026-11-29,1345.62,131.03,12,Monthly,Personal,Male,11-Jun-2006,Single,2,Healthcare,4,388.61,2,Guarantor,EcoCash,Matabeleland_South AWU2833,2,2025-05-31,2025-06-05,2025-07-10,2026-11-27,1525.88,93.06,18,Weekly,Farming_Inputs,Female,07-Feb-2005,Single,0,Agriculture,24,194.21,5,Livestock,OneMoney,Matabeleland_North LFN0157,2,2025-04-10,2025-04-25,2025-06-08,2027-04-15,381.3,72.65,24,Monthly,Livestock,Female,28-Jun-1995,Divorced,2,Agriculture,100,57.98,1,None,EcoCash,Masvingo GPR0346,1,2025-10-09,2025-10-10,2025-11-22,2028-09-24,1606.06,139.39,36,Bi-Weekly,Business_Expansion,Male,18-Aug-1978,Married,3,Agriculture,35,80.59,2,Vehicle,Bank_Transfer,Matabeleland_North MMU5621,1,2025-05-19,2025-06-04,2025-07-05,2026-05-30,11919.63,97.82,12,Monthly,Stock_Purchase,Male,18-Dec-1992,Single,4,Healthcare,,632.31,2,Property,Cash,Midlands IJC0456,0,2025-09-01,2025-09-03,2025-10-14,2027-08-24,3297.02,14.63,24,Monthly,Medical,Male,08-Dec-1984,Single,5,Healthcare,166,655.66,3,Property,EcoCash,Mashonaland_East HJI0200,1,2025-01-31,2025-02-18,2025-03-18,2028-02-03,4287.4,113.42,36,Monthly,Working_Capital,Male,18-Jul-1966,Married,2,Government,54,499.07,1,Savings,EcoCash,Harare PUI7508,0,2025-08-06,2025-08-12,2025-09-10,2025-11-10,1513.97,121.61,3,Monthly,School_Fees,Male,10-Nov-1980,Single,5,Government,225,321.24,1,Guarantor,EcoCash,Midlands QWI3198,0,2025-10-26,2025-11-11,2025-12-19,2026-11-06,2301.89,18.94,12,Monthly,Medical,Female,25-May-1999,Married,3,Informal_Sector,7,341.0,1,None,Cash,Masvingo VRD3282,1,2025-06-02,2025-06-08,2025-07-05,2025-12-05,13982.6,104.06,6,Monthly,Business_Expansion,Male,10-Apr-1992,Divorced,2,Finance,97,1351.6,8,,Bank_Transfer,Harare IXU9829,2,2025-01-31,2025-02-12,2025-03-11,2026-02-07,2406.77,14.73,12,Weekly,Working_Capital,Female,07-Apr-1978,Married,1,Agriculture,41,290.77,0,None,OneMoney,Mashonaland_West NSR4945,2,2025-03-23,2025-04-13,2025-05-27,2026-01-08,4860.67,79.27,9,Monthly,Livestock,Male,02-May-2006,Single,0,Transport,8,,2,Livestock,Cash,Matabeleland_South CJY2412,1,2025-04-20,2025-05-07,2025-06-10,2025-11-03,9328.28,15.14,6,Monthly,Business_Expansion,Male,16-Feb-1996,Married,1,Finance,60,1502.05,0,Property,EcoCash,Harare SUL1935,1,2025-07-19,2025-08-04,2025-08-28,2026-07-30,13981.62,14.72,12,Bi-Weekly,Equipment,Male,14-Nov-1995,Married,4,Retail_Trade,59,,1,Vehicle,Bank_Transfer,Bulawayo WAU9525,1,2025-04-15,2025-04-23,2025-05-25,2026-04-18,6133.76,103.87,12,Monthly,Working_Capital,Male,30-Jul-1990,Divorced,2,Retail_Trade,108,,1,Vehicle,EcoCash,Mashonaland_East VAR5218,2,2025-06-05,2025-06-23,2025-07-26,2026-12-15,5073.29,13.6,18,Monthly,Equipment,Female,11-Jan-1979,Married,4,Government,69,889.54,0,Guarantor,InnBucks,Masvingo OIQ8584,4,2025-05-12,2025-05-14,2025-06-20,2028-04-28,7094.45,18.16,36,Bi-Weekly,Equipment,Male,20-Apr-1968,Married,4,Healthcare,,380.77,6,Property,OneMoney,Mashonaland_Central TXN4932,3,2025-11-15,2025-11-30,2025-12-28,2027-11-20,3321.31,15.54,24,Weekly,Personal,Male,10-May-1982,Married,5,,51,,6,Guarantor,Cash,Mashonaland_West FST0470,5,2025-05-14,2025-05-16,2025-06-10,2025-06-15,275.38,159.38,1,Monthly,Personal,Female,11-Nov-1983,Single,6,Manufacturing,32,275.62,1,Property,Bank_Transfer,Midlands YVU3745,2,2025-06-08,2025-06-12,2025-07-08,2025-12-09,7552.72,90.42,6,Monthly,Equipment,Female,20-Jun-1974,Married,1,Government,98,660.28,4,Livestock,EcoCash,Harare VRX1810,0,2024-12-26,2025-01-16,2025-02-28,2025-07-15,1030.56,145.18,6,Bi-Weekly,Livestock,Male,23-Sep-1984,Divorced,5,Retail_Trade,35,190.58,3,None,Cash,Mashonaland_Central ANZ2576,1,2025-02-26,2025-03-18,2025-04-20,2026-09-09,3003.58,126.95,18,Monthly,Business_Expansion,Male,01-Apr-1998,Widowed,3,Manufacturing,28,429.22,0,Vehicle,EcoCash,Manicaland DFT7074,0,2025-11-30,2025-12-19,2026-01-28,2026-06-17,945.99,16.25,6,Monthly,Debt_Consolidation,Female,07-Aug-2003,Married,3,Manufacturing,22,301.12,2,None,Cash,Masvingo GLT4950,0,2026-01-24,2026-02-02,2026-03-08,2026-08-01,2070.81,118.42,6,Monthly,Equipment,Female,11-Dec-1961,Married,5,Education,53,572.67,1,Guarantor,InnBucks,Harare WBD1290,4,2025-11-04,2025-11-21,2026-01-05,2028-11-05,42043.36,93.55,36,Weekly,Home_Improvement,Female,12-Dec-1968,Widowed,4,Finance,86,2410.62,3,Property,Cash,Harare KLD9539,0,2025-01-17,2025-01-31,2025-03-11,2025-07-30,10702.53,16.43,6,Monthly,Home_Improvement,Female,23-Sep-2005,Single,,Finance,13,1595.43,1,None,Bank_Transfer,Mashonaland_East UFD2281,0,2025-06-03,2025-06-16,2025-07-21,2026-06-11,1096.38,153.79,12,Weekly,School_Fees,Female,22-Aug-1991,Divorced,3,,17,552.68,0,Guarantor,Cash,Harare AGV8920,0,2024-12-15,2025-01-02,2025-02-09,2026-06-26,4234.64,86.86,18,Monthly,Working_Capital,Male,21-Apr-1968,Married,,Government,,902.1,0,None,EcoCash,Manicaland EZM8303,4,2025-05-06,2025-05-14,2025-06-11,2028-04-28,5103.18,19.53,36,Monthly,Equipment,Male,12-Feb-1982,Married,2,Retail_Trade,164,,1,Savings,EcoCash,Mashonaland_Central VHB2724,1,2025-12-19,2026-01-09,2026-02-19,2026-07-08,3326.62,16.01,6,Monthly,Business_Expansion,Female,15-Dec-1995,Married,1,Agriculture,17,359.69,2,None,Bank_Transfer,Harare CGS7371,2,2025-04-21,2025-05-09,2025-06-05,2026-10-31,5747.94,82.74,18,Monthly,Farming_Inputs,Female,19-Jun-1967,Widowed,6,Government,121,399.11,0,Property,OneMoney,Harare KRX8325,3,2025-01-07,2025-01-19,2025-02-19,2025-07-18,2832.42,12.97,6,Monthly,Personal,Male,10-Jun-1993,Married,3,NGO,94,691.41,4,Savings,EcoCash,Harare HQM2559,4,2025-04-13,2025-04-25,2025-06-04,2028-04-09,6070.26,19.99,36,Monthly,Equipment,Female,14-Apr-2008,Single,0,Agriculture,4,208.03,0,None,Bank_Transfer,Harare OAS4314,2,2025-04-11,2025-04-22,2025-05-24,2026-04-17,2318.56,112.14,12,Monthly,Farming_Inputs,Female,15-Feb-2000,Married,5,Transport,21,318.61,1,Guarantor,,Harare REU0208,2,2025-03-16,2025-04-03,2025-05-08,2026-03-29,1686.9,114.42,12,Monthly,Farming_Inputs,Female,28-Jul-1968,Divorced,6,Retail_Trade,58,414.65,1,Livestock,EcoCash,Manicaland BCK4124,2,2025-03-23,2025-03-24,2025-04-19,2026-03-19,1656.51,14.82,12,Monthly,Livestock,Male,10-Aug-1969,Married,,Agriculture,52,132.96,6,Livestock,EcoCash,Matabeleland_North YXF7483,0,2025-03-05,2025-03-26,2025-05-06,2026-03-21,4004.1,160.75,12,Bi-Weekly,Business_Expansion,Male,24-Oct-1983,Widowed,2,Finance,72,606.96,2,Guarantor,Bank_Transfer,Midlands EJI6128,2,2025-03-15,2025-04-01,2025-05-08,2026-03-27,2566.01,88.93,12,Monthly,Farming_Inputs,Female,22-Jul-1970,Divorced,3,Informal_Sector,30,551.43,7,Guarantor,EcoCash,Mashonaland_Central ZMZ5134,1,2025-01-09,2025-01-14,2025-02-27,2026-01-09,2763.69,104.11,12,Monthly,Business_Expansion,Female,22-Apr-1968,Married,4,Informal_Sector,19,300.32,1,Guarantor,Cash,Masvingo YAV1162,4,2025-02-28,2025-03-12,2025-04-12,2028-02-25,4318.46,20.06,36,Weekly,Home_Improvement,Female,18-Jun-1994,Single,3,Agriculture,74,247.51,1,Savings,Bank_Transfer,Mashonaland_West NRB1641,0,2025-07-17,2025-07-29,2025-09-12,2026-01-25,3729.99,15.68,6,Monthly,Debt_Consolidation,Female,28-Apr-1987,Single,0,Education,33,425.54,5,Vehicle,EcoCash,Mashonaland_East YBA0436,2,2024-12-28,2025-01-17,2025-02-22,2025-07-16,2894.41,93.85,6,Monthly,Livestock,Male,24-Aug-1975,Married,5,Informal_Sector,8,261.71,0,None,InnBucks,Harare WDM4803,1,2025-01-29,2025-02-19,2025-03-16,2028-02-04,1667.96,14.72,36,Monthly,Equipment,Female,04-Feb-1971,Widowed,2,Informal_Sector,50,331.56,1,Savings,EcoCash,Harare APA0477,3,2025-11-14,2025-11-25,2025-12-28,2027-05-19,3411.91,103.53,18,Monthly,Medical,Male,06-Jun-1969,Divorced,,Government,60,767.56,3,None,InnBucks,Harare DJJ7857,1,2025-08-28,2025-09-03,2025-10-18,2026-03-02,8095.43,141.39,6,Monthly,Working_Capital,Male,03-Jun-1985,Married,4,Retail_Trade,32,584.46,1,Savings,InnBucks,Harare DDO2541,0,2025-08-12,2025-08-27,2025-09-22,2025-11-25,772.96,162.81,3,Monthly,Medical,Male,27-Sep-1990,Single,2,Agriculture,107,238.7,0,None,InnBucks,Manicaland DTT0915,0,2025-01-19,2025-02-01,2025-03-17,2026-07-26,914.94,16.0,18,Monthly,School_Fees,Male,25-Jul-1994,Married,4,Informal_Sector,11,,0,Vehicle,Bank_Transfer,Harare DIO9974,1,2025-09-16,2025-09-22,2025-10-28,2026-03-21,5783.74,132.07,6,Monthly,Business_Expansion,Female,07-Mar-1996,Married,,Agriculture,45,309.82,0,Property,Bank_Transfer,Harare RTS4274,1,2025-07-16,2025-07-29,2025-09-02,2026-07-24,6513.01,114.84,12,Monthly,Business_Expansion,Female,07-Aug-2004,Single,0,Healthcare,18,274.49,2,Guarantor,Bank_Transfer,Harare EVQ9390,0,2025-04-10,2025-04-21,2025-05-24,2027-04-11,1330.59,172.83,24,Weekly,Wedding,Male,17-Jun-1970,Married,2,Construction,36,523.3,1,Livestock,Cash,Masvingo GSS9218,1,2025-11-29,2025-12-06,2026-01-19,2027-11-26,12835.46,14.41,24,Bi-Weekly,Equipment,Female,01-Mar-1964,Single,5,,36,438.59,0,Vehicle,OneMoney,Bulawayo QPV1399,3,2025-08-09,2025-08-17,2025-09-28,2027-02-08,1340.88,13.41,18,Monthly,Rent,Female,13-Feb-1979,Divorced,0,Retail_Trade,57,472.07,0,Guarantor,EcoCash,Bulawayo ZGP9947,3,2025-06-30,2025-07-21,2025-08-24,2026-01-17,954.36,10.18,6,Monthly,Rent,Female,28-Jan-1980,Widowed,4,Agriculture,94,208.03,5,None,EcoCash,Mashonaland_Central VXZ0953,1,2026-01-11,2026-01-25,2026-02-28,2028-01-15,4329.3,14.2,24,Monthly,Stock_Purchase,Female,11-Dec-1972,Married,,Retail_Trade,77,338.22,3,Livestock,Cash,Bulawayo AKN4052,3,2026-01-12,2026-01-15,2026-02-26,2027-01-10,3123.51,12.12,12,Monthly,Rent,Male,07-Mar-1960,Married,,Construction,101,792.06,3,Savings,EcoCash,Harare GGP3877,0,2025-12-30,2026-01-15,2026-02-09,2026-07-14,660.55,146.27,6,Monthly,Farming_Inputs,Female,13-Mar-1972,Married,1,Informal_Sector,2,,4,Vehicle,Bank_Transfer,Harare AVK5211,0,2025-04-25,2025-05-15,2025-06-16,2026-11-06,6323.91,130.15,18,Monthly,Medical,Male,30-Mar-1995,Married,2,Healthcare,55,819.1,0,None,EcoCash,Mashonaland_West CBU4492,5,2025-12-27,2025-12-31,2026-02-08,2026-03-31,463.52,113.81,3,Bi-Weekly,Rent,Male,18-Oct-1979,Divorced,3,Manufacturing,63,436.61,0,Guarantor,EcoCash,Bulawayo LGY4995,2,2025-12-29,2026-01-18,2026-02-13,2026-10-15,7211.21,131.41,9,Monthly,Farming_Inputs,Male,20-Oct-1965,Married,6,Manufacturing,48,558.7,2,Guarantor,EcoCash,Harare DPF8787,1,2024-12-28,2025-01-06,2025-02-10,2026-01-01,3865.32,14.98,12,Monthly,Business_Expansion,Female,10-Jul-1976,Married,6,Agriculture,28,,2,Livestock,Bank_Transfer,Harare ZLU0244,3,2025-12-11,2025-12-27,2026-02-02,2026-06-25,2221.43,13.33,6,Monthly,Personal,Female,12-May-1968,Married,6,Government,79,560.55,0,,EcoCash,Harare GKG9739,4,2025-08-27,2025-09-11,2025-10-16,2027-09-01,11160.86,14.56,24,Monthly,Equipment,Male,26-Jun-1988,Married,2,Construction,30,509.14,2,None,Cash,Harare XWD6996,5,2024-12-16,2025-01-04,2025-02-12,2025-07-03,1083.99,144.71,6,Monthly,Personal,Male,02-Jan-1994,Single,2,Finance,152,739.5,0,Property,Bank_Transfer,Midlands AKF5899,0,2025-03-22,2025-03-25,2025-04-21,2026-03-20,792.43,170.65,12,Monthly,Livestock,Female,30-Mar-1981,Married,2,Retail_Trade,10,208.64,3,None,EcoCash,Midlands UBN8639,0,2025-07-27,2025-08-07,2025-09-02,2026-02-03,2347.87,16.4,6,Monthly,Debt_Consolidation,Male,22-Apr-1999,Married,3,Education,16,610.46,0,None,Bank_Transfer,Mashonaland_Central UOV8935,1,2025-05-27,2025-06-14,2025-07-17,2025-12-11,9362.69,16.35,6,Monthly,Equipment,Male,20-Nov-1974,Married,1,Agriculture,174,,4,Guarantor,Cash,Mashonaland_East SCV5979,0,2025-07-27,2025-08-01,2025-08-28,2027-01-23,5181.76,125.97,18,Monthly,Funeral,Male,24-Oct-1998,Divorced,1,Construction,9,991.07,4,Guarantor,Cash,Bulawayo WCH0782,0,2025-03-22,2025-03-31,2025-05-11,2025-09-27,795.81,123.06,6,Monthly,Working_Capital,Male,17-Jun-1980,Single,6,Informal_Sector,8,296.11,1,None,EcoCash,Manicaland ARH6872,3,2025-12-27,2026-01-17,2026-02-20,2027-01-12,1079.55,16.05,12,Monthly,Rent,Male,26-Mar-1985,Married,4,Education,,,3,Property,Cash,Mashonaland_Central NMM7694,0,2025-12-19,2026-01-04,2026-02-07,2026-07-03,1076.39,135.43,6,Monthly,Personal,Male,11-Jan-1984,Divorced,4,Construction,35,302.68,1,Livestock,OneMoney,Masvingo ICX6399,1,2025-12-29,2026-01-12,2026-02-10,2027-01-07,3338.29,15.72,12,Monthly,Working_Capital,Male,13-Apr-2007,Single,0,,17,405.44,1,Property,Bank_Transfer,Harare TCX4933,1,2025-06-06,2025-06-13,2025-07-21,2028-05-28,9475.51,119.11,36,Monthly,Working_Capital,Female,25-Oct-1972,Married,4,Construction,38,534.19,0,Property,EcoCash,Harare UMW1034,0,2025-11-25,2025-11-27,2026-01-02,2026-05-26,970.38,14.46,6,Monthly,Stock_Purchase,Female,27-Aug-1996,Single,,Education,19,313.07,5,Livestock,InnBucks,Harare YYP8138,0,2025-12-21,2026-01-11,2026-02-25,2026-07-10,3665.44,120.97,6,Monthly,Farming_Inputs,Male,30-Jul-1960,Widowed,,Government,124,659.66,0,None,EcoCash,Manicaland SCB9443,1,2025-02-07,2025-02-17,2025-03-28,2025-08-16,14225.2,85.77,6,Bi-Weekly,Stock_Purchase,Female,20-Dec-1968,Married,2,Retail_Trade,104,1050.31,0,Guarantor,Cash,Manicaland ITC6113,5,2025-04-16,2025-04-20,2025-05-19,2025-07-19,1098.75,129.54,3,Bi-Weekly,Personal,Male,17-Oct-1996,Divorced,2,Informal_Sector,13,447.43,1,Guarantor,EcoCash,Midlands FCL9477,2,2025-04-23,2025-04-30,2025-06-09,2026-01-25,2294.41,118.02,9,Monthly,Working_Capital,Male,24-Aug-1985,Single,4,Agriculture,97,323.57,1,Livestock,Bank_Transfer,Mashonaland_West OXN4850,1,2025-07-19,2025-08-09,2025-09-05,2026-08-04,7356.07,93.86,12,Monthly,Equipment,Male,10-Jul-2000,Married,4,Government,59,506.05,1,Guarantor,Cash,Bulawayo JYD3480,2,2025-04-29,2025-05-01,2025-05-28,2026-04-26,6307.26,125.62,12,Monthly,Farming_Inputs,Female,14-May-1997,Single,5,Retail_Trade,95,858.1,0,None,EcoCash,Manicaland VRQ7885,0,2025-12-27,2026-01-03,2026-02-01,2026-04-03,803.16,113.93,3,Monthly,Equipment,Female,29-Apr-2001,Divorced,3,Agriculture,19,118.63,8,None,Bank_Transfer,Mashonaland_East FUP7384,0,2026-01-07,2026-01-20,2026-03-02,2026-07-19,1129.61,14.62,6,Monthly,Stock_Purchase,Female,21-Oct-2001,Single,0,Transport,24,185.83,3,None,OneMoney,Mashonaland_East QWF1930,0,2025-07-22,2025-08-06,2025-09-06,2026-08-01,1674.61,15.44,12,Monthly,Funeral,Female,15-Oct-1990,Divorced,4,Finance,28,542.97,5,Vehicle,Cash,Mashonaland_Central XJR3753,3,2025-03-19,2025-03-23,2025-05-04,2026-09-14,313.09,17.03,18,Monthly,Medical,Female,18-May-1981,Married,1,Informal_Sector,5,134.81,2,Guarantor,Cash,Matabeleland_South JYQ8107,3,2025-09-24,2025-10-02,2025-11-12,2027-03-26,910.63,12.8,18,Monthly,Personal,Male,17-Aug-1960,Married,4,Informal_Sector,11,208.84,4,Guarantor,Cash,Masvingo RLK1604,2,2025-11-09,2025-11-10,2025-12-06,2026-05-09,12671.95,9.77,6,Weekly,Farming_Inputs,Male,14-Jul-1979,Divorced,3,Mining,60,2106.35,5,None,EcoCash,Mashonaland_West WWU5537,2,2025-05-20,2025-06-05,2025-07-10,2025-12-02,2009.18,82.19,6,Monthly,Working_Capital,Male,28-Jun-1965,Widowed,3,Informal_Sector,20,125.6,2,None,Cash,Bulawayo HYS7523,2,2025-01-04,2025-01-20,2025-02-27,2026-01-15,915.08,13.87,12,Monthly,Working_Capital,Female,18-Jun-1960,Married,5,Informal_Sector,9,179.91,4,Livestock,InnBucks,Harare ZJR0568,3,2025-11-03,2025-11-08,2025-12-07,2026-11-03,297.24,13.87,12,Monthly,Medical,Female,08-Jul-1982,Single,2,Agriculture,82,118.72,3,Savings,Bank_Transfer,Mashonaland_West BRG1099,0,2025-07-15,2025-07-28,2025-08-25,2026-07-23,4679.52,15.31,12,Monthly,Personal,Male,23-Dec-1981,Divorced,1,Manufacturing,35,684.24,0,None,Bank_Transfer,Midlands JVW7197,3,2025-03-29,2025-04-06,2025-05-18,2026-09-28,611.07,12.65,18,Monthly,Personal,Female,02-Aug-1959,Married,5,,39,233.78,0,Guarantor,Bank_Transfer,Mashonaland_West ULE4248,5,2026-01-22,2026-02-11,2026-03-18,2026-04-12,1180.15,120.67,2,Monthly,Personal,Female,13-Nov-1987,Married,1,Retail_Trade,164,697.31,6,Property,EcoCash,Harare FBK1312,0,2025-12-11,2025-12-29,2026-02-02,2026-12-24,3871.21,15.96,12,Monthly,School_Fees,Male,05-Oct-1995,Married,5,Agriculture,54,503.99,2,None,EcoCash,Mashonaland_West VSH8159,2,2026-01-20,2026-02-05,2026-03-11,2026-11-02,4015.96,110.76,9,Monthly,Working_Capital,Male,10-Mar-1994,Divorced,4,Government,74,501.69,0,Guarantor,Cash,Mashonaland_Central DMQ5786,3,2025-01-29,2025-02-11,2025-03-12,2026-02-06,863.39,19.87,12,Monthly,Debt_Consolidation,Male,13-Apr-1969,Married,,Retail_Trade,24,,2,Guarantor,Bank_Transfer,Harare GCB3430,2,2025-08-26,2025-09-02,2025-10-02,2027-08-23,3514.39,118.63,24,Monthly,Farming_Inputs,Male,05-Jul-1998,Single,3,Manufacturing,53,311.9,1,Livestock,Bank_Transfer,Matabeleland_North OLF0501,4,2025-10-09,2025-10-16,2025-11-13,2027-04-09,16652.02,17.85,18,Bi-Weekly,Home_Improvement,Male,05-Jul-1970,Married,6,Construction,23,501.98,1,Livestock,Bank_Transfer,Matabeleland_South JWD0044,5,2025-04-08,2025-04-27,2025-05-25,2025-06-26,655.4,144.25,2,Bi-Weekly,Personal,Male,03-Feb-1974,Married,5,Government,39,488.15,7,Savings,Cash,Mashonaland_West TJP7761,0,2025-12-20,2026-01-03,2026-02-15,2026-04-03,3121.42,103.04,3,Monthly,Equipment,Male,18-Nov-1965,Married,5,Healthcare,34,534.45,0,Savings,EcoCash,Masvingo BQX3256,1,2025-09-23,2025-09-28,2025-11-06,2026-03-27,7224.57,12.36,6,Monthly,Working_Capital,Male,17-Feb-1995,Single,0,Finance,79,1941.6,0,Vehicle,EcoCash,Harare XYX5749,0,2025-12-23,2026-01-12,2026-02-11,2026-07-11,2712.98,13.72,6,Bi-Weekly,Rent,Female,07-Feb-1999,Single,2,Informal_Sector,17,,0,None,EcoCash,Masvingo MRK3909,2,2025-05-09,2025-05-21,2025-07-05,2027-05-11,1593.79,86.44,24,Monthly,Working_Capital,Male,04-Aug-1982,Married,,Retail_Trade,24,442.21,2,Guarantor,Bank_Transfer,Harare XEA7163,4,2025-03-23,2025-04-03,2025-05-12,2029-03-13,9112.97,13.63,48,Monthly,,Male,05-Nov-1966,Divorced,3,Informal_Sector,14,659.39,5,Guarantor,EcoCash,Harare HCW6650,0,2025-07-02,2025-07-13,2025-08-13,2027-01-04,798.6,15.17,18,Monthly,Livestock,Male,17-Jun-1997,Married,6,Informal_Sector,9,203.2,0,None,EcoCash,Bulawayo TZP4079,0,2025-12-16,2025-12-17,2026-01-27,2026-12-12,4289.06,16.14,12,Monthly,Medical,Male,08-May-1979,Single,2,Construction,33,893.89,6,Savings,EcoCash,Matabeleland_South RYR3568,3,2025-12-17,2025-12-30,2026-02-05,2027-06-23,1265.84,11.32,18,Monthly,Personal,Female,09-Dec-1959,Divorced,7,Retail_Trade,32,264.72,6,Guarantor,EcoCash,Mashonaland_Central KAA8266,2,2025-12-01,2025-12-03,2025-12-28,2026-06-01,1095.59,8.61,6,Monthly,Farming_Inputs,Female,02-Jan-1991,Married,2,Informal_Sector,39,85.64,1,Property,EcoCash,Midlands EJP3492,0,2025-06-30,2025-07-07,2025-08-13,2026-07-02,1308.84,106.94,12,Monthly,Medical,Female,11-Aug-1967,Married,,Agriculture,47,294.23,4,None,EcoCash,Mashonaland_West NGH6480,0,2024-12-19,2025-01-06,2025-02-01,2026-12-27,2340.19,109.72,24,Bi-Weekly,Medical,Female,04-Oct-1993,Married,2,Retail_Trade,48,646.55,2,None,InnBucks,Harare RBK3849,4,2025-06-13,2025-06-30,2025-07-25,2028-06-14,2715.91,18.65,36,Monthly,,Female,27-Oct-1988,Divorced,6,Agriculture,42,215.63,0,Vehicle,EcoCash,Midlands AVU5986,1,2025-01-14,2025-01-24,2025-02-21,2026-07-18,1408.54,12.89,18,Monthly,Equipment,Male,07-Apr-1966,Married,1,Agriculture,25,182.16,1,None,Bank_Transfer,Mashonaland_West BVU1715,2,2025-01-24,2025-02-02,2025-03-16,2027-01-23,2548.53,12.23,24,Monthly,Equipment,Male,13-Jan-1983,Divorced,5,Informal_Sector,24,368.57,1,Livestock,Cash,Manicaland WDM1181,2,2025-03-26,2025-04-10,2025-05-15,2026-01-05,10471.22,76.9,9,Monthly,Livestock,Male,18-Oct-2004,Single,2,Mining,15,,0,Livestock,InnBucks,Manicaland FMT3576,4,2025-08-04,2025-08-17,2025-09-25,2027-02-08,14651.54,77.54,18,Weekly,Vehicle,Male,10-Aug-1983,Divorced,1,Telecom,100,759.64,1,Guarantor,Cash,Mashonaland_East YTJ2895,0,2025-12-04,2025-12-13,2026-01-07,2026-06-11,2708.67,151.84,6,Monthly,Equipment,Male,30-Oct-2006,Single,0,Education,11,733.5,0,None,EcoCash,Midlands LYE8184,1,2025-06-12,2025-06-15,2025-07-24,2025-12-12,19749.14,93.76,6,Monthly,Stock_Purchase,Female,02-Nov-1984,Widowed,,Construction,,694.61,5,Property,EcoCash,Mashonaland_West TGB5296,2,2025-06-05,2025-06-17,2025-07-21,2026-12-09,12231.05,11.83,18,Monthly,Farming_Inputs,Male,23-Mar-1968,Divorced,2,Retail_Trade,51,758.98,0,Guarantor,Bank_Transfer,Matabeleland_South PAM8552,1,2026-02-06,2026-02-13,2026-03-24,2028-02-03,2523.08,13.47,24,Weekly,Stock_Purchase,Female,26-Apr-1990,Single,1,Informal_Sector,23,222.97,2,Guarantor,Bank_Transfer,Midlands FOB2099,0,2025-12-20,2025-12-29,2026-02-07,2026-06-27,836.86,93.16,6,Bi-Weekly,Rent,Male,17-Feb-1995,Married,2,Agriculture,33,140.85,1,Savings,Cash,Harare PGW0709,0,2025-12-17,2025-12-28,2026-02-04,2026-03-28,1219.16,15.9,3,Monthly,Medical,Male,07-Feb-1985,Single,8,Informal_Sector,15,294.91,6,Guarantor,Bank_Transfer,Midlands WZF7186,2,2025-02-04,2025-02-16,2025-03-28,2025-11-13,2430.16,10.41,9,Monthly,,Female,31-Jan-1990,Married,3,Agriculture,38,171.66,6,Guarantor,Bank_Transfer,Mashonaland_Central YZJ1826,0,2026-01-06,2026-01-19,2026-02-16,2028-01-09,973.63,117.24,24,Bi-Weekly,Funeral,Male,24-Jul-2006,Single,1,Retail_Trade,13,323.74,0,Savings,EcoCash,Matabeleland_North CUK6688,4,2026-02-08,2026-02-23,2026-03-24,2027-08-17,25414.89,18.83,18,Monthly,Home_Improvement,Male,14-Feb-1996,Single,2,Finance,86,782.2,5,,Cash,Manicaland JJL9592,0,2025-07-10,2025-07-18,2025-08-24,2027-07-08,5222.72,120.4,24,Monthly,Farming_Inputs,Male,29-Jul-2000,Married,5,NGO,11,984.08,0,Vehicle,EcoCash,Harare BLJ1552,2,2025-08-16,2025-08-20,2025-10-01,2027-02-11,14274.5,117.49,18,Monthly,Equipment,Female,26-Jul-1970,Single,2,Finance,135,2140.51,1,None,Cash,Midlands CKE5978,1,2025-07-20,2025-07-27,2025-09-01,2026-07-22,4427.87,81.49,12,Monthly,Business_Expansion,Male,20-Feb-1984,Married,4,Construction,,385.41,2,Savings,InnBucks,Mashonaland_West KEP7251,5,2025-03-15,2025-03-20,2025-04-17,2025-05-19,192.84,126.02,2,Weekly,Funeral,Male,12-Jun-1969,Married,5,Agriculture,102,139.38,3,Vehicle,Bank_Transfer,Harare CWA1833,2,2025-08-23,2025-08-24,2025-09-27,2026-08-19,12588.59,96.66,12,Weekly,Livestock,Male,12-Mar-1981,Single,2,Transport,22,,0,Livestock,Bank_Transfer,Manicaland DIG4152,3,2025-09-29,2025-10-18,2025-11-15,2027-04-11,893.7,18.04,18,Monthly,School_Fees,Male,16-Aug-1992,Single,5,Construction,88,189.82,1,None,EcoCash,Midlands QJO2482,4,2025-01-17,2025-01-24,2025-03-06,2026-07-18,5568.58,17.04,18,Monthly,Home_Improvement,Female,27-Jul-1975,Married,2,Agriculture,117,259.03,0,Property,Bank_Transfer,Masvingo QFS9248,4,2026-01-27,2026-02-03,2026-03-15,2029-01-18,12669.91,95.8,36,Monthly,Equipment,Male,18-Mar-1990,Divorced,4,NGO,144,938.75,8,Savings,EcoCash,Harare VPB6339,2,2025-05-12,2025-05-23,2025-06-24,2026-02-17,1515.76,69.29,9,Bi-Weekly,Livestock,Male,08-Dec-1981,Married,,Informal_Sector,24,140.45,5,Livestock,OneMoney,Harare BBN5975,0,2026-01-13,2026-01-30,2026-03-02,2027-07-24,1962.96,110.11,18,Monthly,Wedding,Female,04-Sep-1984,Married,7,Transport,22,,4,Guarantor,EcoCash,Bulawayo XCZ5265,2,2025-10-20,2025-10-24,2025-12-05,2027-04-17,3420.57,14.11,18,Monthly,Equipment,Male,23-Dec-1966,Married,5,Informal_Sector,4,436.03,2,Guarantor,Cash,Masvingo ALH6740,2,2025-04-18,2025-05-04,2025-06-01,2027-04-24,3386.9,99.67,24,Monthly,Livestock,Female,22-Oct-1994,Married,3,Informal_Sector,45,255.41,0,Livestock,Cash,Mashonaland_West VFE1712,3,2025-04-18,2025-05-02,2025-06-07,2026-04-27,673.8,14.02,12,Bi-Weekly,Medical,Male,09-Feb-1996,Single,,Construction,134,468.02,0,Guarantor,InnBucks,Harare PBU6519,3,2025-05-25,2025-05-31,2025-07-12,2026-11-22,2238.57,14.84,18,Weekly,School_Fees,Male,01-Apr-1964,Married,3,Government,55,692.56,0,Guarantor,EcoCash,Matabeleland_North JIL1820,1,2025-10-06,2025-10-08,2025-11-18,2027-09-28,6781.27,115.27,24,Bi-Weekly,Working_Capital,Female,25-Jul-2002,Married,0,Retail_Trade,,823.4,1,Vehicle,Bank_Transfer,Mashonaland_West TKO3377,0,2026-02-14,2026-02-25,2026-03-27,2027-02-20,1906.96,122.94,12,Monthly,School_Fees,Male,08-Jul-1971,Married,6,Healthcare,59,438.27,1,,Bank_Transfer,Harare XOL1792,1,2025-07-25,2025-08-08,2025-09-05,2026-08-03,3495.0,133.27,12,Monthly,Equipment,Female,04-Jul-2001,Divorced,3,Manufacturing,5,270.89,2,,Cash,Midlands HUQ7289,0,2025-10-31,2025-11-07,2025-12-09,2027-05-01,4132.87,125.69,18,Monthly,Equipment,Male,04-Oct-1999,Married,3,Education,,,0,Savings,,Harare EIH7258,4,2025-08-09,2025-08-30,2025-10-02,2027-02-21,16650.57,18.06,18,Monthly,Equipment,Male,22-May-1987,Single,2,Informal_Sector,17,466.45,3,Property,EcoCash,Harare XHL3600,2,2026-01-28,2026-02-04,2026-03-18,2026-08-03,3997.33,84.66,6,Monthly,Equipment,Male,28-Aug-2000,Single,4,Retail_Trade,26,,1,Livestock,InnBucks,Harare BLG6557,0,2025-04-13,2025-04-27,2025-06-03,2026-04-22,3581.32,16.53,12,Monthly,Medical,Male,27-Apr-1981,Divorced,,Government,40,625.92,1,,EcoCash,Matabeleland_North XOH4990,2,2025-02-01,2025-02-08,2025-03-18,2026-08-02,7096.38,103.77,18,Monthly,Working_Capital,Male,02-Jun-2005,Single,0,,15,542.96,0,None,EcoCash,Masvingo SFG9400,0,2026-02-04,2026-02-12,2026-03-12,2026-08-11,1910.68,97.06,6,Monthly,Personal,Female,18-Nov-1985,Married,5,Telecom,13,1298.87,3,Vehicle,EcoCash,Mashonaland_Central CTW0716,3,2026-01-22,2026-01-30,2026-03-12,2026-07-29,468.73,18.27,6,Monthly,Personal,Male,03-Jun-1992,Single,4,Agriculture,49,325.82,4,None,Bank_Transfer,Midlands EPQ1022,1,2025-01-19,2025-02-02,2025-03-06,2026-01-28,26904.99,102.27,12,Weekly,Business_Expansion,Male,04-Oct-1981,Married,1,Mining,126,1203.56,3,Guarantor,InnBucks,Harare DDF4807,3,2025-02-14,2025-03-01,2025-04-13,2026-02-24,865.35,17.23,12,Monthly,Medical,Male,24-Mar-1997,Married,,Healthcare,55,446.12,1,None,Bank_Transfer,Bulawayo JHE1802,0,2025-11-20,2025-11-23,2026-01-04,2026-02-21,614.81,17.55,3,Weekly,Debt_Consolidation,Male,27-Feb-1979,Single,4,Retail_Trade,127,,0,Guarantor,InnBucks,Harare XKA0286,0,2025-10-04,2025-10-21,2025-11-25,2026-10-16,1599.02,18.77,12,Monthly,Debt_Consolidation,Female,22-May-1994,Single,4,Construction,45,197.57,0,Livestock,EcoCash,Bulawayo KJS4977,3,2025-07-23,2025-08-10,2025-09-18,2027-02-01,2332.2,12.15,18,Monthly,Debt_Consolidation,Male,26-Aug-1998,Married,1,Government,54,824.94,2,Guarantor,EcoCash,Mashonaland_Central KIX5898,2,2025-08-10,2025-08-28,2025-10-03,2026-08-23,2488.74,93.45,12,Monthly,Equipment,Female,20-May-1966,Married,3,Education,133,237.46,5,Livestock,Bank_Transfer,Mashonaland_East KAJ5890,3,2025-09-22,2025-09-25,2025-10-28,2026-09-20,6983.85,13.89,12,Monthly,Debt_Consolidation,Male,15-Dec-1979,Married,,NGO,28,1656.3,1,Guarantor,InnBucks,Matabeleland_South HTN5032,0,2026-02-03,2026-02-11,2026-03-19,2028-02-01,2305.91,129.65,24,Monthly,Vehicle,Female,11-May-1964,Divorced,2,Agriculture,,310.3,0,Guarantor,InnBucks,Bulawayo XBG3646,0,2025-05-12,2025-05-26,2025-06-24,2025-11-22,1027.84,119.46,6,Monthly,Livestock,Male,16-Mar-1988,Divorced,2,Informal_Sector,29,134.99,0,Savings,EcoCash,Mashonaland_West STF0095,0,2025-01-12,2025-01-21,2025-02-22,2025-04-21,13285.24,89.05,3,Bi-Weekly,Vehicle,Male,14-Aug-1990,Divorced,4,Finance,86,1997.06,2,Savings,InnBucks,Mashonaland_West XYS3253,0,2025-03-27,2025-03-28,2025-04-28,2027-03-18,887.08,98.18,24,Monthly,Livestock,Male,20-Jun-1978,Married,4,Manufacturing,37,221.74,3,None,InnBucks,Mashonaland_Central YFM9412,1,2025-12-19,2025-12-27,2026-02-07,2026-12-22,3227.25,13.44,12,Monthly,Business_Expansion,Female,13-Sep-1978,Widowed,7,Agriculture,104,234.49,0,Guarantor,Cash,Mashonaland_Central EIC9765,0,2024-12-27,2025-01-01,2025-02-01,2025-04-01,1774.76,122.58,3,Monthly,Working_Capital,Male,17-Aug-1986,,1,Finance,29,549.08,1,None,EcoCash,Mashonaland_West SJW3302,2,2025-12-12,2025-12-25,2026-01-22,2027-12-15,1190.7,9.12,24,Monthly,Farming_Inputs,Male,09-May-1980,Married,,Retail_Trade,,356.91,0,Savings,EcoCash,Harare GQS6751,5,2025-07-11,2025-07-15,2025-08-13,2025-10-13,4021.08,146.17,3,Bi-Weekly,Medical,Female,07-Jun-1989,Single,3,Finance,79,1818.64,0,None,Cash,Manicaland VHY1313,3,2026-01-02,2026-01-07,2026-02-01,2026-07-06,1567.05,14.73,6,Monthly,Debt_Consolidation,Male,11-Jun-1975,Married,3,Informal_Sector,22,487.1,4,Guarantor,Bank_Transfer,Mashonaland_Central JFS7189,2,2025-12-21,2025-12-30,2026-02-01,2026-12-25,3391.66,14.99,12,Monthly,Farming_Inputs,Male,08-Jul-1981,Married,5,Agriculture,,350.61,1,Livestock,Bank_Transfer,Harare UGC3514,4,2025-02-07,2025-02-17,2025-03-19,2028-02-02,3391.67,12.88,36,Monthly,Home_Improvement,Female,15-May-1985,Married,0,Agriculture,122,156.3,5,Savings,EcoCash,Mashonaland_West CNX2296,0,2025-02-25,2025-03-02,2025-03-27,2025-08-29,9158.27,130.33,6,Monthly,Livestock,Female,20-Jun-1986,Married,2,Healthcare,48,933.8,1,Savings,Cash,Masvingo FZA8058,1,2025-07-16,2025-07-20,2025-09-03,2028-07-04,9433.31,12.41,36,Monthly,Working_Capital,Male,24-Jul-2006,Single,1,Education,18,627.44,1,Property,InnBucks,Manicaland ITU2802,0,2026-02-03,2026-02-19,2026-04-02,2028-02-09,1564.36,131.99,24,Bi-Weekly,Farming_Inputs,Female,20-Sep-1963,Married,,Manufacturing,143,291.7,0,Guarantor,EcoCash,Matabeleland_South WIJ2095,0,2025-04-25,2025-05-10,2025-06-14,2025-11-06,1065.54,128.26,6,Bi-Weekly,Farming_Inputs,Female,22-Dec-1971,Married,3,Informal_Sector,14,161.02,2,Guarantor,EcoCash,Mashonaland_Central KPD2769,3,2025-08-08,2025-08-29,2025-09-27,2026-08-24,3728.42,15.8,12,Monthly,Medical,Male,27-Jun-1987,Married,4,Retail_Trade,90,710.24,4,Guarantor,Cash,Matabeleland_South SZO7824,5,2025-03-07,2025-03-27,2025-04-28,2025-05-26,791.48,145.7,2,Weekly,Personal,Female,26-Feb-1982,Married,2,Retail_Trade,56,852.05,3,None,EcoCash,Mashonaland_East VSF0918,3,2025-05-11,2025-05-29,2025-07-02,2026-05-24,1997.83,104.65,12,Monthly,Debt_Consolidation,Female,13-Sep-1998,Married,3,Manufacturing,22,1032.95,1,Savings,Cash,Mashonaland_Central QPO6163,2,2025-11-01,2025-11-05,2025-12-04,2027-04-29,6198.31,88.77,18,Monthly,Farming_Inputs,Female,10-Jul-1994,Single,3,Government,,,2,Savings,Cash,Matabeleland_North QJG9094,2,2025-02-19,2025-02-22,2025-03-28,2027-02-12,13176.78,13.22,24,Monthly,Farming_Inputs,Female,07-Jul-1971,Married,0,Government,171,997.81,2,Guarantor,EcoCash,Harare WSN4732,4,2025-02-01,2025-02-20,2025-04-04,2026-08-14,12252.64,14.33,18,Monthly,Vehicle,Female,28-Mar-2006,Single,0,Healthcare,17,,3,Vehicle,EcoCash,Mashonaland_West QAH7760,0,2025-04-18,2025-04-23,2025-05-21,2026-04-18,5649.6,105.24,12,Monthly,Business_Expansion,Female,03-Jun-1979,Married,3,Construction,59,781.31,1,Guarantor,Bank_Transfer,Bulawayo QJQ6048,2,2025-08-30,2025-09-09,2025-10-10,2026-06-06,1342.96,12.88,9,Monthly,Farming_Inputs,Male,01-May-1997,Married,,Informal_Sector,26,169.0,0,Livestock,EcoCash,Mashonaland_Central QSS0205,3,2026-01-22,2026-02-01,2026-03-13,2028-01-22,2763.63,15.93,24,Monthly,School_Fees,Male,04-Nov-1990,Divorced,2,Retail_Trade,78,,6,Guarantor,EcoCash,Bulawayo ZJH8058,4,2025-05-10,2025-05-25,2025-07-07,2026-11-16,6615.35,16.97,18,Monthly,Equipment,Male,20-Jun-1971,Married,3,Retail_Trade,159,492.8,2,Guarantor,Cash,Harare QIP0730,0,2025-02-25,2025-03-15,2025-04-11,2026-03-10,3513.15,127.15,12,Monthly,Vehicle,Male,10-Mar-1993,Married,2,Transport,87,776.12,4,Vehicle,InnBucks,Mashonaland_East SZC2380,2,2025-04-08,2025-04-27,2025-06-01,2026-10-19,2079.85,97.51,18,Weekly,Farming_Inputs,Male,19-Feb-1977,Divorced,4,Manufacturing,156,225.31,4,None,InnBucks,Mashonaland_Central RGL9560,4,2025-09-22,2025-09-28,2025-10-28,2027-03-22,14853.8,17.55,18,Monthly,Vehicle,Male,20-May-1982,Divorced,,Mining,151,1201.64,0,Savings,Bank_Transfer,Mashonaland_West WBE3412,0,2025-05-01,2025-05-11,2025-06-24,2026-11-02,6165.32,15.72,18,Monthly,Debt_Consolidation,Female,24-Apr-1998,Married,3,Manufacturing,31,701.97,4,Vehicle,EcoCash,Harare ZRW2620,0,2025-07-30,2025-08-13,2025-09-20,2027-08-03,2527.33,110.8,24,Monthly,Medical,Female,01-Jun-1985,Widowed,3,Healthcare,69,521.85,0,None,Cash,Harare VLM7962,3,2025-07-19,2025-07-25,2025-08-28,2027-07-15,5359.66,70.56,24,Monthly,Rent,Female,05-Mar-2000,Married,0,Telecom,35,,1,Savings,Bank_Transfer,Harare ART9792,3,2026-01-28,2026-02-14,2026-03-11,2028-02-04,1018.54,15.82,24,Monthly,School_Fees,Female,17-Aug-2005,Widowed,2,Agriculture,17,378.08,1,Savings,EcoCash,Mashonaland_West ZJN9258,0,2025-10-06,2025-10-17,2025-11-21,2026-04-15,1985.02,96.62,6,Monthly,Wedding,Male,07-Oct-1987,Married,2,Informal_Sector,6,337.58,1,None,Bank_Transfer,Manicaland LSD5527,0,2025-02-17,2025-03-04,2025-04-11,2025-08-31,758.62,15.44,6,Monthly,Home_Improvement,Female,17-May-1974,Married,6,Informal_Sector,37,192.61,4,None,InnBucks,Bulawayo XFA9780,2,2025-07-10,2025-07-28,2025-08-28,2027-01-19,5580.89,86.84,18,Monthly,Farming_Inputs,Male,04-Nov-1984,Divorced,2,Healthcare,52,,0,Property,Cash,Bulawayo YZX0939,3,2026-01-17,2026-01-28,2026-02-26,2027-01-23,570.55,14.87,12,Monthly,Debt_Consolidation,Male,15-Dec-1986,Married,3,Education,,365.43,1,Vehicle,EcoCash,Manicaland CYB1866,1,2025-06-18,2025-06-24,2025-07-28,2026-06-19,7461.32,14.0,12,Monthly,Equipment,Female,25-Apr-1986,Divorced,3,Healthcare,,569.09,2,Livestock,EcoCash,Mashonaland_West EHO3159,0,2025-03-02,2025-03-18,2025-05-01,2025-09-14,5979.15,141.43,6,Monthly,Debt_Consolidation,Male,24-Jan-1994,Married,3,Healthcare,54,754.11,1,Guarantor,Bank_Transfer,Harare SIG0318,5,2025-08-02,2025-08-13,2025-09-15,2025-11-11,750.98,158.58,3,Bi-Weekly,Personal,Female,19-Nov-1998,Married,2,Retail_Trade,22,347.27,2,Guarantor,Bank_Transfer,Mashonaland_East VGM0574,2,2025-04-30,2025-05-16,2025-06-16,2026-11-07,7484.32,98.19,18,Monthly,Equipment,Female,23-Aug-1981,Married,4,Government,52,560.48,0,Savings,Bank_Transfer,Bulawayo VHH6882,3,2025-06-30,2025-07-15,2025-08-28,2027-07-05,1667.68,14.71,24,Bi-Weekly,Personal,Female,14-Feb-1973,,0,Government,74,685.88,4,None,Bank_Transfer,Harare ZNX3901,2,2025-03-15,2025-03-27,2025-04-23,2025-12-22,2770.79,95.55,9,Monthly,Working_Capital,Female,04-May-1959,Married,6,Agriculture,161,415.12,0,None,InnBucks,Mashonaland_West GHC3228,0,2025-09-19,2025-09-27,2025-11-11,2026-03-26,1871.66,138.33,6,Monthly,Livestock,Male,12-Oct-1999,Divorced,4,Government,21,550.16,4,Property,EcoCash,Harare SQG0318,0,2026-02-07,2026-02-27,2026-03-28,2027-02-22,7478.84,16.5,12,Monthly,Vehicle,Female,25-Jun-1969,Married,8,Construction,125,,1,Vehicle,EcoCash,Midlands IEY6901,2,2025-06-04,2025-06-09,2025-07-19,2026-03-06,2677.13,12.11,9,Monthly,Farming_Inputs,Male,03-Oct-1966,Married,2,Government,37,552.28,3,Guarantor,Bank_Transfer,Masvingo HUS2611,0,2024-12-28,2025-01-02,2025-02-11,2025-04-02,4078.2,102.58,3,Monthly,Home_Improvement,Female,19-Sep-1990,Single,3,Healthcare,91,799.53,2,Guarantor,InnBucks,Harare YEH8272,3,2025-04-03,2025-04-17,2025-05-28,2026-10-09,816.2,15.46,18,Monthly,Debt_Consolidation,Female,31-Dec-1996,Married,1,Education,30,611.16,1,Guarantor,EcoCash,Masvingo ZPJ4887,0,2025-02-01,2025-02-02,2025-03-04,2025-08-01,2020.76,158.42,6,Monthly,Livestock,Male,23-Jun-1992,Single,3,Finance,50,827.24,2,Guarantor,Bank_Transfer,Bulawayo FVM9271,1,2024-12-30,2025-01-17,2025-02-28,2028-01-02,6394.91,14.7,36,Monthly,Business_Expansion,Female,12-Jan-2004,Single,2,Education,11,458.56,0,Property,Bank_Transfer,Harare BYC7251,2,2025-12-01,2025-12-09,2026-01-14,2027-11-29,5215.4,121.79,24,Monthly,Equipment,Male,25-Nov-1960,Married,5,Transport,74,302.41,1,Guarantor,InnBucks,Harare VZV4566,2,2024-12-27,2025-01-12,2025-02-14,2026-01-07,3799.39,14.07,12,Monthly,Equipment,Male,06-May-1979,Married,8,Manufacturing,79,731.53,5,Guarantor,EcoCash,Mashonaland_West HJQ9078,2,2025-12-31,2026-01-03,2026-01-28,2026-12-29,12573.8,114.09,12,Monthly,Farming_Inputs,Female,11-Nov-1966,Single,3,Mining,84,1555.43,1,None,Bank_Transfer,Mashonaland_West EGR2718,1,2025-03-08,2025-03-18,2025-04-20,2026-09-09,1035.91,148.63,18,Monthly,Business_Expansion,Female,13-Sep-1992,Single,4,Agriculture,45,142.26,0,None,Bank_Transfer,Manicaland BQW0054,5,2025-02-21,2025-02-26,2025-04-03,2025-05-27,3263.15,126.15,3,Weekly,Funeral,Male,26-Dec-2004,Single,0,Finance,11,1751.37,1,Livestock,OneMoney,Harare NWE8918,0,2025-04-18,2025-04-28,2025-05-28,2026-04-23,1111.2,117.39,12,Monthly,Working_Capital,Female,22-Oct-1988,Married,,Finance,141,448.49,0,None,EcoCash,Harare GWU4698,1,2026-02-09,2026-02-28,2026-04-03,2027-08-22,3264.86,104.51,18,Monthly,Equipment,Male,27-Sep-1996,Married,4,Manufacturing,126,,5,None,InnBucks,Manicaland CZX9272,2,2025-09-05,2025-09-21,2025-10-27,2027-03-15,3795.02,13.87,18,Monthly,Farming_Inputs,Male,29-Jan-1967,Divorced,3,Healthcare,72,557.87,7,Livestock,OneMoney,Bulawayo EYB9921,0,2025-06-10,2025-06-28,2025-08-02,2027-06-18,852.48,124.75,24,Bi-Weekly,Stock_Purchase,Male,26-Apr-1984,Married,4,Manufacturing,72,472.4,2,Guarantor,Bank_Transfer,Manicaland XJP5950,3,2025-04-07,2025-04-19,2025-05-22,2026-10-11,2504.62,,18,Monthly,Debt_Consolidation,Male,31-Dec-1983,Single,3,Retail_Trade,,702.93,1,None,Cash,Harare IFJ6475,3,2025-06-21,2025-07-03,2025-07-28,2026-06-28,804.49,14.3,12,Weekly,Rent,Female,05-May-1982,Married,,Agriculture,29,225.17,5,None,EcoCash,Masvingo XNM9426,5,2025-06-13,2025-06-23,2025-07-26,2025-12-20,470.05,177.13,6,Weekly,Funeral,Male,01-Nov-1995,Divorced,5,Manufacturing,46,228.45,1,None,InnBucks,Bulawayo TSQ8268,3,2025-07-29,2025-08-12,2025-09-26,2027-08-02,1490.23,18.45,24,Monthly,Rent,Male,11-Jan-2000,Married,2,Government,62,484.61,1,None,EcoCash,Mashonaland_Central KPO2933,0,2025-09-27,2025-10-12,2025-11-15,2026-04-10,1586.32,123.71,6,Monthly,Farming_Inputs,Male,22-Apr-1996,Married,0,Manufacturing,62,410.67,0,Vehicle,InnBucks,Harare LXQ7529,0,2025-09-23,2025-10-10,2025-11-17,2027-09-30,4195.77,109.98,24,Bi-Weekly,Funeral,Male,27-Mar-1981,Married,4,Government,40,,2,None,EcoCash,Harare XRF7014,1,2025-11-15,2025-11-22,2025-12-19,2026-11-17,3148.78,16.03,12,Monthly,Stock_Purchase,Female,13-Dec-1968,Divorced,5,Informal_Sector,5,231.22,2,Livestock,Bank_Transfer,Mashonaland_East DNC4443,1,2025-03-29,2025-04-12,2025-05-21,2026-04-07,2604.62,94.29,12,Monthly,Stock_Purchase,Female,04-May-1982,Married,7,,64,160.45,2,Savings,EcoCash,Midlands AXH1658,2,2025-11-23,2025-11-27,2026-01-11,2026-05-26,5134.21,92.55,6,Monthly,Equipment,Male,10-Aug-1994,Married,3,Education,57,353.02,3,Guarantor,Bank_Transfer,Manicaland AHZ7652,3,2025-03-18,2025-03-19,2025-05-01,2026-09-10,570.63,15.6,18,Monthly,Personal,Male,22-Oct-1976,Married,6,Informal_Sector,8,,0,None,Cash,Mashonaland_East NWH3193,3,2026-01-29,2026-02-16,2026-03-21,2028-02-06,2549.97,19.56,24,Monthly,Rent,Male,02-Nov-1981,Divorced,3,Transport,41,544.26,0,None,EcoCash,Harare TID1716,4,2025-06-19,2025-07-02,2025-08-10,2028-06-16,1699.56,115.57,36,Monthly,Equipment,Male,08-Jan-1998,Married,1,Agriculture,57,103.44,6,None,Bank_Transfer,Mashonaland_West ANP3440,5,2025-06-12,2025-06-16,2025-07-26,2025-08-15,718.84,130.92,2,Bi-Weekly,Funeral,Male,24-Aug-2006,Single,,Education,,532.2,5,Savings,OneMoney,Bulawayo OUG4685,2,2025-07-21,2025-08-06,2025-09-10,2027-01-28,3618.73,102.07,18,Monthly,Equipment,Female,04-Jun-1994,Single,3,Education,16,331.78,2,Livestock,InnBucks,Mashonaland_East MWD7907,1,2025-06-21,2025-07-04,2025-08-06,2027-06-24,1592.82,13.17,24,Bi-Weekly,Business_Expansion,Female,09-Nov-2002,Single,1,Agriculture,26,135.29,1,Savings,EcoCash,Mashonaland_West TPQ4836,1,2025-06-22,2025-07-03,2025-08-02,2026-12-25,16525.89,119.96,18,Monthly,Business_Expansion,Male,22-Nov-1980,Divorced,2,Retail_Trade,55,894.01,3,Vehicle,InnBucks,Mashonaland_West AAJ6531,2,2025-02-07,2025-02-20,2025-03-28,2026-02-15,9579.55,79.43,12,Monthly,Equipment,Male,23-Jun-1995,Married,1,Mining,114,639.67,2,None,Bank_Transfer,Midlands XKG7418,5,2025-01-14,2025-01-15,2025-02-19,2025-07-14,220.92,163.85,6,Bi-Weekly,Rent,Male,28-Mar-2008,Married,1,Retail_Trade,3,200.16,1,Vehicle,EcoCash,Midlands LJF8014,5,2026-01-12,2026-01-19,2026-03-01,2026-04-19,3331.12,156.8,3,Bi-Weekly,Funeral,Female,30-Sep-1979,Single,3,Telecom,43,1660.68,2,Guarantor,Cash,Matabeleland_North IWF7341,2,2025-01-02,2025-01-14,2025-02-14,2026-01-09,1406.51,14.24,12,Bi-Weekly,Farming_Inputs,Male,13-Jul-1989,Divorced,2,Education,46,508.89,1,Vehicle,EcoCash,Mashonaland_West USH9806,3,2025-05-27,2025-06-08,2025-07-17,2026-06-03,2488.3,17.28,12,Monthly,Rent,Male,03-Jun-1979,Married,6,Informal_Sector,40,560.18,4,None,Bank_Transfer,Midlands HOT8154,0,2025-04-16,2025-05-02,2025-05-28,2027-04-22,1723.86,17.52,24,Monthly,Working_Capital,Male,29-Jan-1997,Single,2,Agriculture,50,447.29,2,None,EcoCash,Matabeleland_South DAX4292,3,2025-06-10,2025-06-23,2025-08-02,2026-06-18,1436.15,113.27,12,Monthly,Debt_Consolidation,Male,21-Jul-1975,Married,0,Government,,277.13,2,None,OneMoney,Bulawayo KYM4729,1,2025-06-26,2025-06-30,2025-08-06,2027-06-20,12091.71,12.26,24,Monthly,Stock_Purchase,Female,21-Apr-1991,Married,1,Retail_Trade,14,646.86,1,Savings,EcoCash,Midlands LKI9763,1,2025-07-08,2025-07-10,2025-08-12,2026-07-05,4929.46,11.91,12,Bi-Weekly,Equipment,Male,31-Jul-1989,Married,2,Healthcare,61,410.14,0,Guarantor,EcoCash,Harare JAY7470,3,2025-09-17,2025-10-06,2025-11-10,2026-10-01,832.53,14.54,12,Monthly,Debt_Consolidation,Female,24-Aug-1965,Married,5,Informal_Sector,24,277.64,8,None,Cash,Mashonaland_East VAG9407,3,2025-04-29,2025-05-01,2025-06-01,2026-04-26,866.52,16.63,12,Monthly,Debt_Consolidation,Male,04-Apr-1986,Widowed,1,Manufacturing,75,370.08,3,Savings,OneMoney,Harare AXD1373,2,2025-04-25,2025-04-30,2025-05-28,2026-01-25,2093.07,128.6,9,Bi-Weekly,Livestock,Female,26-Aug-1985,Married,4,Construction,57,396.36,0,None,OneMoney,Matabeleland_South KZV1736,3,2025-05-30,2025-06-05,2025-07-16,2026-05-31,700.25,13.06,12,Monthly,Personal,Female,10-Jun-1986,Married,3,Informal_Sector,25,240.29,2,,EcoCash,Matabeleland_South ION0603,0,2025-07-01,2025-07-15,2025-08-20,2027-01-06,846.31,16.73,18,Monthly,Debt_Consolidation,Female,25-Aug-2004,Single,0,Informal_Sector,,306.52,0,None,EcoCash,Bulawayo IBD4973,1,2026-01-01,2026-01-18,2026-02-19,2027-01-13,7359.06,108.43,12,Monthly,Stock_Purchase,Male,24-Jun-1986,Widowed,6,Retail_Trade,47,538.58,1,Guarantor,EcoCash,Midlands HAX1381,1,2025-10-07,2025-10-21,2025-11-27,2027-10-11,3912.38,12.3,24,Monthly,Working_Capital,Female,31-Dec-2000,Married,2,Informal_Sector,27,272.33,1,Vehicle,Cash,Mashonaland_Central GDV3204,1,2025-11-21,2025-12-08,2026-01-21,2026-12-03,51014.25,13.56,12,Monthly,Equipment,Male,03-Feb-1993,Single,2,Telecom,61,1771.86,6,Vehicle,EcoCash,Manicaland GQU7798,5,2025-04-10,2025-05-01,2025-05-28,2025-05-31,2369.44,127.68,1,Monthly,Rent,Male,05-Jul-1985,Married,2,Finance,53,1335.08,6,None,EcoCash,Masvingo GAQ1597,1,2026-01-17,2026-01-25,2026-03-09,2029-01-09,1813.77,15.59,36,Monthly,Equipment,Male,01-Mar-1966,Single,4,Informal_Sector,45,117.75,0,None,EcoCash,Bulawayo KVP9269,0,2025-04-13,2025-04-30,2025-06-08,2027-04-20,2592.41,97.31,24,Monthly,Equipment,Female,26-Mar-1990,Married,2,Informal_Sector,22,,1,Guarantor,EcoCash,Mashonaland_West RDH8031,0,2025-10-09,2025-10-18,2025-11-12,2026-10-13,4221.69,109.88,12,Monthly,Funeral,Female,07-May-1994,Married,3,Finance,101,1073.52,1,Savings,Bank_Transfer,Harare QLJ5966,0,2025-10-02,2025-10-10,2025-11-21,2026-10-05,4920.98,165.71,12,Monthly,Vehicle,Male,07-Jun-1958,Widowed,4,Healthcare,108,645.31,6,None,EcoCash,Bulawayo OUM7825,1,2025-01-01,2025-01-11,2025-02-06,2027-01-01,31941.54,15.52,24,Monthly,Business_Expansion,Male,29-Nov-1979,Divorced,2,NGO,110,1526.91,0,Vehicle,EcoCash,Mashonaland_West OPJ7108,1,2025-06-23,2025-07-02,2025-08-14,2027-06-22,2050.9,111.41,24,Bi-Weekly,Working_Capital,Female,24-Nov-1989,Married,2,Informal_Sector,18,,3,None,Bank_Transfer,Harare XXV5331,5,2025-01-28,2025-02-06,2025-03-10,2025-05-07,957.66,164.94,3,Monthly,Medical,Male,17-Feb-1984,Married,,Healthcare,60,519.29,3,None,EcoCash,Manicaland NIA3272,4,2024-12-18,2025-01-05,2025-02-01,2028-12-15,1915.85,84.4,48,Weekly,Home_Improvement,Female,17-Oct-1982,Widowed,4,Agriculture,112,108.28,5,None,Cash,Mashonaland_Central IPQ4779,2,2024-12-28,2025-01-03,2025-01-28,2026-06-27,1992.57,10.26,18,Monthly,Farming_Inputs,Male,26-Nov-1992,Married,2,Retail_Trade,83,,1,Savings,EcoCash,Masvingo OGH5544,0,2025-04-23,2025-05-11,2025-06-12,2026-11-02,3021.07,130.84,18,Monthly,Livestock,Male,21-Apr-1966,Widowed,0,Education,52,621.67,3,Livestock,Bank_Transfer,Harare IDS6311,1,2025-06-21,2025-07-01,2025-07-28,2026-06-26,6258.32,117.89,12,Monthly,Equipment,Male,12-Sep-1968,Single,4,Transport,65,566.24,0,Guarantor,EcoCash,Harare ZAL6103,0,2025-05-24,2025-05-27,2025-07-02,2025-08-25,3397.1,17.82,3,Monthly,Rent,Female,22-May-1990,Married,,Manufacturing,,543.49,2,Savings,EcoCash,Mashonaland_East QMH1755,4,2026-01-26,2026-02-05,2026-03-04,2027-01-31,11224.09,17.89,12,Monthly,Vehicle,Male,07-Jun-1985,Married,2,Manufacturing,7,384.19,3,Guarantor,EcoCash,Mashonaland_West AXF6974,0,2025-06-16,2025-06-17,2025-07-16,2025-12-14,778.28,16.03,6,Bi-Weekly,Livestock,Female,11-Jul-1985,Divorced,2,Agriculture,141,181.93,0,Guarantor,Cash,Mashonaland_Central GCI3630,0,2025-10-25,2025-10-28,2025-11-27,2026-10-23,2417.6,17.47,12,Monthly,Rent,Female,20-May-1968,Married,3,Education,,467.73,1,Vehicle,EcoCash,Harare VZW2401,1,2025-10-30,2025-11-17,2025-12-15,2027-05-11,11127.65,112.71,18,Monthly,Working_Capital,Female,08-Sep-1965,Married,5,,,436.49,2,Property,Bank_Transfer,Harare OVE3990,2,2025-10-20,2025-11-03,2025-12-12,2026-05-02,4042.28,74.24,6,Monthly,Working_Capital,Male,04-Feb-1999,Single,1,Informal_Sector,30,426.72,0,Livestock,Bank_Transfer,Masvingo NOV1064,3,2025-10-27,2025-11-17,2025-12-14,2026-11-12,1969.79,19.06,12,Monthly,Personal,Male,25-Apr-1984,Married,4,Transport,76,717.06,1,None,Cash,Midlands QYK7288,5,2025-03-07,2025-03-28,2025-04-22,2025-04-27,855.15,135.64,1,Bi-Weekly,Rent,Male,28-Apr-1972,Married,4,Construction,144,877.69,2,Guarantor,EcoCash,Masvingo EUR5124,1,2025-05-26,2025-06-06,2025-07-01,2026-06-01,2996.63,101.23,12,Weekly,Business_Expansion,Male,25-May-1996,Married,3,Agriculture,38,202.38,1,Vehicle,InnBucks,Midlands UXL5796,4,2025-10-09,2025-10-27,2025-12-07,2028-10-11,13845.62,16.81,36,Monthly,Home_Improvement,Female,12-Jan-2002,Single,0,Informal_Sector,13,,2,Vehicle,EcoCash,Bulawayo TDZ5862,2,2025-03-12,2025-03-14,2025-04-12,2026-09-05,3349.19,11.6,18,Monthly,Livestock,Male,21-Jul-2000,Single,,,44,220.98,3,None,EcoCash,Harare UNT1852,4,2026-01-17,2026-02-05,2026-03-07,2029-01-20,6771.17,67.95,36,Weekly,Vehicle,Male,09-Jan-1987,Married,2,Education,104,,2,Vehicle,OneMoney,Mashonaland_West ZQT3434,0,2025-09-17,2025-09-19,2025-10-18,2026-09-14,1188.64,16.8,12,Monthly,Business_Expansion,Male,07-Jun-1969,Divorced,8,,86,361.63,0,None,Bank_Transfer,Mashonaland_West RBL0406,3,2025-07-26,2025-08-02,2025-09-07,2026-07-28,673.04,19.03,12,Monthly,Medical,Female,17-Dec-1982,Married,6,Informal_Sector,9,197.92,0,None,InnBucks,Mashonaland_Central NVN3331,2,2025-09-30,2025-10-10,2025-11-17,2026-10-05,5632.39,84.93,12,Monthly,,Male,01-Mar-1995,Married,,Manufacturing,73,442.49,3,Guarantor,Bank_Transfer,Midlands QYU6181,1,2025-10-27,2025-10-30,2025-12-09,2028-10-14,35623.78,12.87,36,Monthly,Business_Expansion,Female,16-Jun-1995,Married,4,NGO,28,1553.27,1,Property,InnBucks,Bulawayo MCR9458,0,2024-12-24,2025-01-02,2025-02-05,2025-12-28,6470.06,123.26,12,Monthly,Personal,Male,27-Jun-1998,Single,3,Healthcare,18,,1,,Cash,Harare INV8873,0,2025-06-28,2025-06-30,2025-08-09,2026-06-25,1263.61,134.72,12,Monthly,Medical,Female,03-Jun-1986,Divorced,1,Education,,,1,Savings,Cash,Midlands CBR7213,3,2025-05-22,2025-06-07,2025-07-13,2026-06-02,651.06,12.45,12,Monthly,School_Fees,Male,08-Sep-1967,Widowed,0,Retail_Trade,70,286.0,1,None,Bank_Transfer,Bulawayo JHG9105,0,2025-12-05,2025-12-25,2026-02-05,2027-06-18,2784.42,121.11,18,Bi-Weekly,Funeral,Male,20-Oct-1977,Married,3,Agriculture,12,348.26,1,None,InnBucks,Midlands TMB3670,0,2025-06-20,2025-07-07,2025-08-14,2027-06-27,6057.15,17.56,24,Monthly,Farming_Inputs,Male,18-Sep-1984,Divorced,5,Finance,96,876.24,3,None,EcoCash,Bulawayo PGJ5657,4,2025-05-25,2025-06-13,2025-07-22,2027-06-03,943.31,93.86,24,Monthly,Home_Improvement,Male,22-May-2002,Single,2,Agriculture,6,,5,None,EcoCash,Matabeleland_North UGV5295,1,2025-10-24,2025-10-26,2025-11-21,2027-04-19,7983.01,115.4,18,Monthly,Equipment,Female,12-Nov-1990,Divorced,2,Healthcare,79,,3,Savings,Bank_Transfer,Mashonaland_Central OXI5106,1,2024-12-24,2025-01-05,2025-02-18,2026-12-26,1794.74,83.46,24,Weekly,Business_Expansion,Male,24-Oct-1991,Single,1,Agriculture,24,197.55,3,None,Cash,Midlands DNV3094,4,2025-04-07,2025-04-10,2025-05-13,2026-04-05,6108.57,14.14,12,Monthly,,Female,26-Oct-1962,Divorced,5,Agriculture,27,299.64,4,Savings,EcoCash,Mashonaland_West VAH0839,5,2026-01-07,2026-01-10,2026-02-07,2026-04-10,728.16,156.01,3,Weekly,Funeral,Male,07-Sep-1954,Married,3,Retail_Trade,38,409.47,3,None,EcoCash,Midlands CCY9074,4,2025-10-05,2025-10-10,2025-11-22,2028-09-24,5705.38,16.56,36,Monthly,Home_Improvement,Male,14-Nov-1982,Widowed,2,Informal_Sector,10,238.16,3,Vehicle,Bank_Transfer,Manicaland HSC7757,0,2025-12-14,2025-12-26,2026-01-21,2026-03-26,5084.53,149.95,3,Monthly,Funeral,Female,22-Dec-1967,Married,3,Government,85,678.16,4,None,EcoCash,Matabeleland_South BRT3178,2,2025-04-15,2025-04-27,2025-06-01,2026-04-22,4134.81,103.06,12,Monthly,Working_Capital,Male,24-Oct-1984,Single,5,Education,88,343.06,1,None,Cash,Mashonaland_East TMT4944,0,2025-06-11,2025-06-25,2025-07-24,2027-06-15,1054.36,119.43,24,Monthly,School_Fees,Male,18-Jun-1962,Divorced,4,Agriculture,57,110.5,2,None,Bank_Transfer,Manicaland XTK9260,0,2025-10-23,2025-10-28,2025-12-02,2026-04-26,3500.83,98.56,6,Monthly,Stock_Purchase,Male,21-Jun-1967,,8,Mining,,895.79,0,,Cash,Bulawayo MXU6827,2,2025-12-27,2026-01-17,2026-02-26,2027-01-12,6478.92,88.27,12,Monthly,Farming_Inputs,Female,24-Jun-1979,Single,3,Construction,95,785.82,2,Property,EcoCash,Harare VPJ7122,3,2024-12-31,2025-01-08,2025-02-11,2026-01-03,639.66,13.73,12,Monthly,Medical,Male,25-Jul-1995,Married,4,Agriculture,108,247.2,5,None,Bank_Transfer,Manicaland NGU4725,0,2025-11-02,2025-11-15,2025-12-13,2027-05-09,7293.27,131.01,18,Monthly,Working_Capital,Male,06-May-1981,Married,5,NGO,65,972.01,1,None,OneMoney,Harare XHW4190,0,2025-11-22,2025-12-04,2026-01-01,2026-11-29,15306.92,147.14,12,Monthly,Wedding,Male,01-Apr-2000,Married,3,Telecom,29,2196.85,2,None,EcoCash,Midlands YAY5524,4,2025-11-09,2025-11-28,2025-12-28,2027-11-18,12771.54,94.47,24,Monthly,Vehicle,Male,19-Oct-1997,Married,6,Government,111,464.99,2,Vehicle,Bank_Transfer,Midlands SSM0392,3,2025-09-22,2025-10-12,2025-11-09,2026-04-10,3011.18,,6,Monthly,Rent,Female,01-Dec-1979,Married,4,Transport,28,1033.32,6,Savings,EcoCash,Mashonaland_West FXD1708,4,2025-12-05,2025-12-13,2026-01-18,2027-12-03,12145.9,101.76,24,Monthly,Equipment,Male,26-Feb-1996,Single,3,Government,60,795.07,2,Property,OneMoney,Manicaland MPV0672,5,2026-01-10,2026-01-21,2026-02-21,2026-04-21,731.55,172.08,3,Monthly,,Female,26-Jan-1962,Married,7,Healthcare,61,402.51,2,Savings,InnBucks,Mashonaland_Central IGZ9386,2,2025-10-04,2025-10-05,2025-11-08,2027-09-25,3479.65,16.48,24,Monthly,Farming_Inputs,Male,22-Mar-2004,Single,1,Manufacturing,20,548.31,2,Livestock,Bank_Transfer,Mashonaland_West TOI1490,0,2026-02-12,2026-02-15,2026-04-01,2027-02-10,386.66,131.44,12,Monthly,Rent,Male,10-May-1985,Widowed,2,Informal_Sector,21,243.77,7,Savings,OneMoney,Mashonaland_Central QAZ9933,0,2025-05-03,2025-05-10,2025-06-10,2026-05-05,1401.72,111.07,12,Bi-Weekly,Livestock,Female,11-Dec-1995,Married,3,Informal_Sector,36,495.12,1,None,EcoCash,Mashonaland_East CRM2978,0,2025-03-30,2025-04-01,2025-05-09,2027-03-22,2307.04,145.38,24,Monthly,Wedding,Male,10-Apr-1988,Married,,Healthcare,84,399.82,2,Vehicle,EcoCash,Mashonaland_Central OIB9991,2,2025-11-16,2025-11-26,2025-12-25,2027-05-20,5389.28,123.45,18,Monthly,Equipment,Male,19-Mar-1970,Divorced,2,Construction,,,1,Vehicle,EcoCash,Midlands KVN4822,1,2025-06-13,2025-06-23,2025-07-28,2026-06-18,10301.0,118.85,12,Monthly,Equipment,Male,19-Feb-1960,Married,1,Agriculture,128,439.0,0,Vehicle,Cash,Mashonaland_Central GCG5533,2,2026-01-21,2026-01-25,2026-02-23,2027-01-20,993.1,121.07,12,Monthly,Equipment,Male,29-Mar-1977,Married,,Informal_Sector,15,278.4,4,Property,EcoCash,Harare VTK8111,0,2025-07-30,2025-08-19,2025-09-22,2026-08-14,1738.71,14.87,12,Monthly,Funeral,Male,11-May-2004,Single,0,Education,29,649.43,2,None,Bank_Transfer,Harare KAE9168,3,2026-02-09,2026-02-21,2026-04-06,2027-02-16,677.67,17.3,12,Monthly,Rent,Male,27-May-1992,,3,Retail_Trade,123,206.46,2,Guarantor,Cash,Matabeleland_South RGV6468,1,2026-01-31,2026-02-17,2026-03-28,2029-02-01,3234.91,87.42,36,Bi-Weekly,Business_Expansion,Male,14-Sep-2005,Divorced,,Education,12,,0,Guarantor,EcoCash,Midlands LWX7015,5,2025-05-03,2025-05-16,2025-06-18,2025-07-15,2400.05,130.56,2,Bi-Weekly,Funeral,Male,04-Feb-1994,Single,4,Finance,69,1487.25,5,None,Bank_Transfer,Mashonaland_East PZK8396,2,2025-04-20,2025-05-08,2025-06-22,2026-02-02,2358.83,91.98,9,Monthly,Farming_Inputs,Male,21-Nov-1964,Single,5,Retail_Trade,58,512.2,5,Savings,Bank_Transfer,Harare RHE1717,3,2025-04-25,2025-05-02,2025-06-06,2027-04-22,612.4,94.42,24,Monthly,Medical,Female,23-Sep-2005,Single,0,Informal_Sector,13,153.36,2,Vehicle,Bank_Transfer,Bulawayo VCQ2207,1,2026-02-23,2026-02-28,2026-03-28,2027-02-23,1821.86,128.9,12,Monthly,Stock_Purchase,Female,23-Aug-1996,Married,3,Agriculture,46,,1,None,Bank_Transfer,Matabeleland_South VQT9580,1,2025-03-05,2025-03-11,2025-04-08,2026-09-02,5738.02,144.51,18,Monthly,Business_Expansion,Male,13-Jan-1997,Married,,Informal_Sector,39,242.73,2,None,Bank_Transfer,Bulawayo IOB0677,0,2025-03-05,2025-03-20,2025-04-15,2025-09-16,1567.35,18.42,6,Monthly,Medical,Male,20-Feb-1989,Single,4,Education,62,555.9,5,None,EcoCash,Harare QPJ4092,1,2025-11-05,2025-11-15,2025-12-28,2026-05-14,6460.02,133.59,6,Monthly,Business_Expansion,Female,23-Jun-1982,Divorced,2,Transport,,756.28,2,None,EcoCash,Harare AVY1533,0,2025-09-21,2025-09-23,2025-10-22,2026-09-18,1051.29,15.23,12,Monthly,Livestock,Female,28-Oct-1983,Married,4,Construction,,324.51,0,None,EcoCash,Harare QDJ1312,3,2025-09-15,2025-09-24,2025-10-25,2027-03-18,1695.86,14.86,18,Monthly,Medical,Female,25-Jul-2003,Single,,Informal_Sector,25,332.42,1,None,Bank_Transfer,Mashonaland_West XSX5863,0,2025-07-25,2025-08-03,2025-09-15,2026-01-30,3371.1,19.52,6,Monthly,Vehicle,Female,14-Nov-1982,Widowed,,Informal_Sector,31,508.81,4,None,EcoCash,Harare RNZ7687,4,2025-06-22,2025-07-02,2025-08-02,2026-06-27,1496.22,14.88,12,Monthly,Equipment,Male,11-Jan-1997,Divorced,1,Agriculture,10,90.07,2,None,Bank_Transfer,Midlands FUE4559,1,2025-07-07,2025-07-28,2025-09-03,2026-07-23,1936.95,12.91,12,Monthly,Stock_Purchase,Female,13-Jun-2004,Single,2,Informal_Sector,5,138.16,0,Guarantor,Cash,Mashonaland_West KFB0998,3,2025-07-18,2025-08-03,2025-09-03,2026-07-29,580.34,15.02,12,Monthly,Debt_Consolidation,Male,02-Nov-1990,Single,2,Agriculture,122,154.92,4,None,Bank_Transfer,Harare BJW4567,0,2025-08-15,2025-09-02,2025-10-15,2027-02-24,1313.24,16.18,18,Monthly,Rent,Female,03-Apr-1988,Married,2,Agriculture,90,179.73,1,Guarantor,Cash,Manicaland KUC9637,2,2025-01-27,2025-02-10,2025-03-18,2027-01-31,3178.89,11.0,24,Monthly,Livestock,Female,08-Mar-1981,Widowed,5,Agriculture,169,207.68,0,Guarantor,EcoCash,Matabeleland_North QLT3222,0,2025-08-18,2025-09-08,2025-10-23,2026-03-07,1039.9,141.8,6,Weekly,School_Fees,Male,20-Mar-1991,Single,2,Informal_Sector,28,206.1,1,Property,Cash,Manicaland FOK0149,2,2025-12-03,2025-12-18,2026-01-12,2026-09-14,3438.99,110.36,9,Bi-Weekly,Farming_Inputs,Female,19-Aug-1956,Divorced,8,Retail_Trade,55,382.19,3,None,EcoCash,Mashonaland_East KEJ2913,3,2025-02-14,2025-02-17,2025-04-02,2025-08-16,856.21,18.0,6,Weekly,School_Fees,Male,23-Jul-1992,Single,2,Mining,,284.68,1,Savings,Bank_Transfer,Mashonaland_West KCM5467,2,2025-05-25,2025-05-26,2025-06-23,2025-11-22,965.56,10.56,6,Bi-Weekly,Working_Capital,Male,28-Nov-1967,Married,4,Agriculture,44,164.95,4,Livestock,EcoCash,Harare RYH8245,0,2025-03-16,2025-03-31,2025-05-13,2026-03-26,2709.2,123.8,12,Monthly,Rent,Male,04-Jun-1969,Single,2,Agriculture,82,444.4,6,None,EcoCash,Harare RUE5771,3,2026-01-07,2026-01-14,2026-02-12,2027-07-08,2796.96,18.12,18,Monthly,Medical,Male,20-Sep-1995,Married,2,NGO,33,1456.06,0,Savings,Cash,Harare HNH0868,1,2025-02-19,2025-03-05,2025-04-19,2025-09-01,7737.29,13.09,6,Monthly,Business_Expansion,,19-Sep-2006,Single,,Transport,,353.31,2,Savings,EcoCash,Bulawayo XBC4033,5,2025-07-07,2025-07-19,2025-08-23,2025-10-17,896.43,145.68,3,Weekly,Personal,Female,24-Nov-1982,Married,8,Healthcare,77,459.25,3,,Bank_Transfer,Bulawayo ZLF9201,4,2025-01-11,2025-01-13,2025-02-15,2026-01-08,4249.61,,12,Weekly,Equipment,,25-May-1968,Married,6,Agriculture,69,,0,None,EcoCash,Matabeleland_South FKK0636,2,2025-08-10,2025-08-30,2025-09-26,2026-08-25,3355.08,63.08,12,Bi-Weekly,Equipment,Female,27-May-1992,Single,1,Healthcare,158,628.94,2,Savings,EcoCash,Matabeleland_North WCN3474,1,2025-07-13,2025-07-16,2025-08-19,2026-07-11,2345.9,130.46,12,Monthly,Working_Capital,Male,04-May-1965,Divorced,3,Agriculture,42,288.93,5,Guarantor,EcoCash,Harare DGN9413,1,2025-08-15,2025-08-24,2025-09-23,2027-02-15,2393.53,16.02,18,Monthly,Stock_Purchase,Male,11-Aug-1979,Married,2,Transport,79,176.59,5,Vehicle,EcoCash,Masvingo ZVT9034,3,2026-02-15,2026-02-22,2026-03-28,2027-02-17,1409.47,15.94,12,Monthly,Medical,Female,01-Mar-1992,Married,4,Construction,60,,6,Guarantor,EcoCash,Bulawayo GYU5540,1,2025-07-31,2025-08-07,2025-09-07,2026-08-02,14725.17,102.16,12,Monthly,Business_Expansion,Male,18-Dec-1984,Married,3,Government,131,,0,Property,Bank_Transfer,Harare FDX4205,4,2025-09-14,2025-09-16,2025-10-18,2026-09-11,11808.24,19.0,12,Monthly,Home_Improvement,Male,26-May-1965,,3,Healthcare,58,597.62,3,Vehicle,EcoCash,Midlands IPD1251,0,2025-11-24,2025-12-04,2026-01-05,2026-03-04,2771.22,13.67,3,Bi-Weekly,Equipment,Male,14-Jun-1969,Married,5,Healthcare,81,765.31,5,None,EcoCash,Harare ZFT9168,3,2025-10-19,2025-10-24,2025-12-02,2027-04-17,1880.18,17.82,18,Weekly,Personal,Male,27-Dec-1996,Married,1,Finance,85,973.5,5,None,Bank_Transfer,Harare PYN3393,3,2025-11-24,2025-12-01,2026-01-03,2027-05-25,2958.63,16.89,18,Monthly,Rent,Male,26-Sep-1990,Married,,Construction,25,,4,,EcoCash,Harare FTZ6683,2,2026-02-04,2026-02-10,2026-03-14,2028-01-31,22417.64,118.47,24,Monthly,Livestock,Female,19-Dec-1998,Married,3,Finance,14,2321.86,3,Livestock,EcoCash,Mashonaland_East AKI7936,0,2025-02-13,2025-02-21,2025-03-23,2026-08-15,394.48,79.25,18,Monthly,Rent,Male,30-Apr-1971,Divorced,2,Construction,149,,2,None,OneMoney,Midlands MPY2709,1,2026-01-16,2026-01-30,2026-03-11,2027-01-25,2920.09,140.38,12,Monthly,Working_Capital,Female,18-Jan-1977,Widowed,1,Government,159,277.91,0,None,OneMoney,Matabeleland_North NTP2659,0,2024-12-25,2025-01-12,2025-02-16,2025-04-12,805.76,110.46,3,Monthly,,Male,06-Jul-2007,Married,,Transport,8,231.03,0,None,EcoCash,Harare IDE2433,3,2025-08-22,2025-08-29,2025-09-28,2026-08-24,436.6,15.04,12,Monthly,Debt_Consolidation,Female,13-Nov-1981,Married,,Agriculture,39,112.13,4,Property,EcoCash,Mashonaland_Central SVO8258,1,2025-01-18,2025-01-22,2025-02-17,2026-01-17,6274.49,109.67,12,Weekly,Working_Capital,Male,22-Feb-1975,Married,4,Retail_Trade,49,501.02,1,Savings,Bank_Transfer,Mashonaland_Central TNE9256,5,2025-02-05,2025-02-06,2025-03-16,2025-05-07,389.91,17.57,3,Bi-Weekly,Rent,Male,18-Sep-1989,Divorced,0,Construction,59,633.14,2,,Bank_Transfer,Midlands LEG2561,0,2025-01-26,2025-02-07,2025-03-22,2025-05-08,1151.47,161.35,3,Monthly,Debt_Consolidation,Male,14-Jul-1959,Married,,Government,33,479.92,0,Guarantor,Bank_Transfer,Mashonaland_East UKA9422,3,2025-06-09,2025-06-20,2025-08-01,2025-12-17,1027.84,12.13,6,Monthly,Medical,Female,16-Nov-1984,Married,5,Agriculture,14,426.3,5,None,OneMoney,Matabeleland_South MCH1289,2,2025-05-11,2025-05-22,2025-07-04,2027-05-12,1415.25,10.43,24,Monthly,Working_Capital,Male,13-Jan-1986,Married,2,Informal_Sector,8,236.61,1,Savings,EcoCash,Midlands IND7831,0,2024-12-20,2025-01-05,2025-02-18,2025-07-04,4027.6,128.46,6,Monthly,Working_Capital,Female,20-Jan-1983,Married,4,Retail_Trade,25,978.14,1,Guarantor,InnBucks,Mashonaland_Central WLX0704,1,2025-01-09,2025-01-23,2025-03-09,2026-01-18,6086.37,13.17,12,Monthly,Working_Capital,Female,15-Sep-1979,Widowed,5,Manufacturing,67,,2,Property,OneMoney,Matabeleland_North NJG1634,3,2026-01-24,2026-02-03,2026-03-18,2026-08-02,8816.56,12.2,6,Bi-Weekly,Debt_Consolidation,Female,16-May-1990,Married,3,NGO,113,1726.06,0,None,Bank_Transfer,Midlands CBU6288,1,2025-12-11,2025-12-25,2026-01-21,2026-06-23,2767.0,14.7,6,Monthly,Business_Expansion,Male,19-Jun-1963,Divorced,3,Education,143,368.51,1,None,Cash,Mashonaland_West BBK2710,2,2025-05-29,2025-06-18,2025-07-28,2026-06-13,11393.33,72.33,12,Monthly,Farming_Inputs,Female,14-Oct-2001,Single,1,Healthcare,12,925.95,2,None,Bank_Transfer,Bulawayo HZL9836,0,2026-02-20,2026-02-25,2026-04-10,2026-08-24,18716.79,99.12,6,Monthly,Medical,Male,10-Oct-1985,Married,5,Telecom,95,2316.37,2,None,EcoCash,Mashonaland_West CHC3948,5,2025-01-24,2025-01-27,2025-03-12,2025-07-26,350.04,163.38,6,Bi-Weekly,Funeral,Male,06-Apr-1981,Married,,Transport,,341.15,0,Livestock,EcoCash,Bulawayo ZUS6740,4,2025-11-25,2025-12-12,2026-01-20,2028-11-26,7781.43,16.68,36,Monthly,Home_Improvement,Male,20-Oct-1993,Married,2,Retail_Trade,68,452.55,1,Property,Bank_Transfer,Harare VFH7531,3,2025-09-10,2025-09-17,2025-10-13,2026-03-16,628.25,17.32,6,Monthly,Rent,Female,13-Dec-1969,Married,7,Informal_Sector,9,127.52,2,Guarantor,Bank_Transfer,Mashonaland_Central GWE2897,4,2025-06-12,2025-06-19,2025-07-16,2028-06-03,10792.59,75.77,36,Monthly,Home_Improvement,Female,09-Jun-1979,Married,2,Government,76,688.87,0,Livestock,Cash,Harare CAS5155,3,2025-08-19,2025-08-27,2025-10-03,2026-08-22,3519.24,14.92,12,Monthly,School_Fees,Female,06-Apr-1983,Divorced,4,Finance,40,872.16,3,None,EcoCash,Manicaland GMW9681,1,2025-06-25,2025-07-10,2025-08-14,2028-06-24,5012.4,115.58,36,Monthly,Working_Capital,Female,12-May-1979,Widowed,5,Manufacturing,,384.55,5,Vehicle,OneMoney,Matabeleland_North MES0461,2,2025-06-16,2025-06-17,2025-08-01,2025-12-14,9907.33,93.03,6,Monthly,Farming_Inputs,Male,10-Aug-1979,Married,0,Transport,55,,5,Livestock,Bank_Transfer,Matabeleland_North TWZ5436,0,2025-04-20,2025-04-25,2025-05-28,2026-04-20,1081.0,121.73,12,Monthly,Vehicle,Female,13-Nov-1978,Married,5,Manufacturing,37,375.73,3,Vehicle,OneMoney,Harare TVV2529,1,2025-06-27,2025-07-15,2025-08-13,2028-06-29,12377.65,14.09,36,Monthly,Business_Expansion,Female,02-Jan-1988,Married,1,Government,124,532.38,3,Vehicle,Bank_Transfer,Mashonaland_West AQZ6865,1,2025-06-06,2025-06-13,2025-07-08,2026-12-05,735.32,102.8,18,Monthly,Stock_Purchase,Male,28-Oct-1986,Widowed,1,Agriculture,66,54.4,3,Guarantor,EcoCash,Bulawayo OIC4021,1,2025-03-14,2025-03-22,2025-04-28,2025-09-18,3934.48,13.71,6,Monthly,Business_Expansion,Female,01-Mar-1967,Married,4,Agriculture,129,282.98,1,Savings,OneMoney,Masvingo MOQ3911,1,2025-01-06,2025-01-22,2025-02-22,2026-01-17,16663.19,15.18,12,Weekly,Business_Expansion,Male,02-Sep-1993,Divorced,3,Mining,61,,2,Vehicle,Cash,Bulawayo DNS8201,0,2025-12-10,2025-12-16,2026-01-28,2026-06-14,1963.9,13.98,6,Monthly,Livestock,Female,29-Apr-1997,Divorced,4,Manufacturing,95,399.81,3,Guarantor,Bank_Transfer,Harare ZUI6325,2,2026-02-12,2026-02-15,2026-03-19,2027-08-09,4116.55,10.95,18,Monthly,Working_Capital,Female,28-Oct-1977,Married,6,Retail_Trade,23,500.34,4,Livestock,EcoCash,Harare NJA8351,1,2025-09-22,2025-10-08,2025-11-20,2028-09-22,5724.28,126.97,36,Monthly,Business_Expansion,Female,12-Jun-1967,Married,3,Healthcare,,793.48,4,None,OneMoney,Mashonaland_West ODB5040,0,2025-09-23,2025-10-14,2025-11-08,2026-10-09,1008.53,100.77,12,Monthly,Debt_Consolidation,Female,29-Mar-1975,Married,4,Agriculture,64,117.2,4,None,Bank_Transfer,Harare IPW5152,0,2026-01-13,2026-01-17,2026-02-28,2026-07-16,645.27,126.25,6,Monthly,Funeral,Female,23-Aug-1983,Single,5,Informal_Sector,25,406.81,0,None,Cash,Manicaland XZY2224,4,2025-02-11,2025-02-24,2025-04-07,2027-02-14,30443.43,15.5,24,Monthly,,Female,11-Aug-1999,Married,3,Healthcare,21,883.58,3,,Cash,Manicaland FZB2992,4,2025-04-23,2025-05-13,2025-06-07,2029-04-22,8048.5,16.55,48,Monthly,Vehicle,Male,01-Jan-1986,Divorced,6,Retail_Trade,,401.44,1,Livestock,InnBucks,Mashonaland_East ZRO4379,1,2025-08-31,2025-09-08,2025-10-03,2026-09-03,11539.27,96.63,12,Monthly,Business_Expansion,Female,29-Oct-1981,Married,6,Education,117,691.18,5,Guarantor,EcoCash,Bulawayo RJI7678,0,2025-09-23,2025-10-14,2025-11-17,2026-10-09,4460.95,134.07,12,Monthly,Debt_Consolidation,Male,24-Aug-1969,Widowed,3,Retail_Trade,,899.87,0,None,InnBucks,Mashonaland_Central LVN5225,3,2025-07-09,2025-07-28,2025-09-04,2027-07-18,3215.68,93.48,24,Monthly,School_Fees,Female,21-Mar-1968,Widowed,4,Retail_Trade,54,,6,None,InnBucks,Manicaland OYF4788,1,2025-12-28,2026-01-16,2026-02-21,2028-12-31,1091.08,120.67,36,Monthly,Stock_Purchase,Male,24-Sep-1993,Married,,Agriculture,112,128.32,0,Guarantor,Bank_Transfer,Bulawayo CIS4067,0,2025-01-24,2025-02-10,2025-03-07,2025-08-09,2526.69,16.09,6,Monthly,School_Fees,Male,01-Feb-1997,Widowed,1,Healthcare,38,353.8,3,None,OneMoney,Bulawayo KIR6566,3,2025-03-10,2025-03-13,2025-04-17,2027-03-03,2863.92,70.27,24,Monthly,Personal,Male,26-Nov-2003,Single,1,Transport,17,588.83,1,None,EcoCash,Midlands WRS7799,3,2024-12-31,2025-01-04,2025-02-01,2025-12-30,2184.67,15.92,12,Monthly,Personal,Male,19-Feb-1989,Married,4,,,718.18,0,None,Bank_Transfer,Harare ISB9210,1,2025-09-05,2025-09-14,2025-10-10,2027-03-08,17737.86,115.32,18,Monthly,Equipment,Female,09-Aug-1986,Married,5,Education,86,,1,Property,EcoCash,Mashonaland_East BKG1713,5,2025-07-20,2025-08-04,2025-08-29,2025-09-03,1019.45,18.46,1,Weekly,Funeral,Male,05-Jul-1970,Married,2,Retail_Trade,138,487.27,1,None,EcoCash,Harare NIG7239,2,2025-04-03,2025-04-15,2025-05-11,2027-04-05,4630.35,72.89,24,Monthly,Equipment,Female,02-Sep-1989,Married,2,Mining,24,922.1,2,Livestock,EcoCash,Harare UHJ2010,3,2025-11-24,2025-11-29,2026-01-13,2027-05-23,854.04,17.59,18,Monthly,Medical,Female,23-Dec-1998,Single,3,Government,64,657.84,2,None,EcoCash,Harare SGE7571,1,2025-05-13,2025-06-01,2025-06-28,2026-05-27,4869.1,117.12,12,Monthly,Working_Capital,Male,18-Sep-1963,Married,6,Education,,219.98,1,Vehicle,EcoCash,Mashonaland_West DJH7886,1,2025-08-08,2025-08-12,2025-09-23,2028-07-27,1225.66,14.14,36,Monthly,Business_Expansion,Female,12-Dec-1990,Single,5,Agriculture,44,111.93,0,Vehicle,EcoCash,Mashonaland_West TML0327,2,2025-09-17,2025-09-26,2025-11-09,2026-06-23,2227.65,14.2,9,Monthly,Equipment,Male,16-Sep-1969,Married,5,Agriculture,72,180.39,3,Vehicle,Cash,Masvingo JSU6205,1,2025-01-20,2025-02-10,2025-03-21,2026-08-04,5387.5,117.02,18,Monthly,Working_Capital,Male,18-Nov-1993,Married,3,Informal_Sector,18,214.21,4,,OneMoney,Harare UBA1024,0,2025-01-14,2025-01-16,2025-02-14,2026-07-10,1527.05,114.81,18,Monthly,Personal,Male,09-Aug-1974,Widowed,3,Education,141,,3,Guarantor,Cash,Harare ZWM3611,5,2026-01-27,2026-02-06,2026-03-13,2026-05-07,158.88,148.97,3,Monthly,Personal,Male,29-Oct-1994,Married,2,Construction,59,236.52,1,Vehicle,Cash,Manicaland AQD1119,2,2025-01-15,2025-01-19,2025-02-23,2027-01-09,6251.74,124.74,24,Monthly,Working_Capital,Male,11-Jun-1981,Married,5,Agriculture,87,432.5,0,Property,Bank_Transfer,Mashonaland_West UHR8841,0,2025-09-16,2025-10-05,2025-11-12,2027-03-29,1126.57,86.61,18,Monthly,Farming_Inputs,Female,12-Oct-1997,Single,6,Agriculture,24,252.61,1,None,Bank_Transfer,Harare EZL8963,0,2025-07-05,2025-07-21,2025-08-24,2027-01-12,1259.09,137.42,18,Monthly,Rent,Male,02-Apr-1986,Married,6,Construction,60,337.96,2,None,EcoCash,Matabeleland_South VEY3609,3,2025-01-05,2025-01-18,2025-02-12,2025-07-17,1535.69,18.6,6,Monthly,Rent,Female,01-Jun-1996,Single,3,Informal_Sector,33,446.64,3,Guarantor,Bank_Transfer,Harare IMN3213,4,2026-02-03,2026-02-22,2026-03-20,2030-02-01,9568.64,20.78,48,Bi-Weekly,Home_Improvement,Female,30-May-1994,Divorced,0,Informal_Sector,10,,1,Livestock,InnBucks,Bulawayo ZFI4055,1,2026-01-18,2026-01-23,2026-02-20,2027-01-18,6429.72,13.09,12,Monthly,Working_Capital,Male,25-Mar-1999,Married,2,Government,46,479.12,2,None,OneMoney,Mashonaland_Central ISJ7190,3,2025-10-14,2025-10-26,2025-11-23,2026-04-24,1088.95,16.91,6,Monthly,Rent,Female,27-Jun-1958,Married,3,Construction,42,749.57,4,Savings,InnBucks,Harare YRK0679,1,2025-12-05,2025-12-26,2026-01-23,2027-12-16,2503.28,14.38,24,Monthly,Business_Expansion,Female,09-May-1962,Widowed,5,Agriculture,77,209.06,1,Vehicle,OneMoney,Bulawayo SEP9777,2,2025-10-25,2025-10-31,2025-12-01,2026-10-26,10843.21,64.83,12,Weekly,Farming_Inputs,Male,12-Apr-1983,Married,2,Finance,106,1198.96,1,Guarantor,OneMoney,Matabeleland_South XIM9647,0,2025-10-26,2025-11-03,2025-12-06,2027-10-24,657.44,15.78,24,Monthly,Rent,Female,27-Jun-1971,Married,2,Construction,161,320.52,1,None,InnBucks,Harare IJF2788,0,2025-09-11,2025-09-14,2025-10-25,2025-12-13,2051.62,17.38,3,Monthly,Farming_Inputs,Female,06-Apr-1970,Widowed,7,Manufacturing,146,463.53,2,None,Cash,Manicaland HXU6751,0,2025-08-27,2025-09-10,2025-10-24,2026-03-09,4629.09,147.51,6,Monthly,Stock_Purchase,Male,08-Dec-1995,Divorced,6,Construction,40,599.93,6,Vehicle,OneMoney,Harare LSM8308,1,2026-02-01,2026-02-15,2026-03-27,2027-02-10,3436.53,108.59,12,Monthly,Working_Capital,Female,30-Dec-1982,Divorced,2,Retail_Trade,20,416.16,5,Savings,InnBucks,Mashonaland_West FGQ0847,2,2025-10-08,2025-10-25,2025-12-09,2027-10-15,1917.79,103.87,24,Monthly,Farming_Inputs,,04-Feb-2004,Single,2,Healthcare,40,305.69,1,None,Bank_Transfer,Midlands MUT3329,2,2025-07-23,2025-08-10,2025-09-08,2026-08-05,2921.03,12.73,12,Bi-Weekly,Farming_Inputs,,02-Apr-1976,,4,Retail_Trade,144,374.64,0,Property,EcoCash,Masvingo EVW3568,2,2025-06-04,2025-06-10,2025-07-17,2026-03-07,5167.16,108.88,9,Monthly,Equipment,Female,05-May-1996,Divorced,5,Agriculture,48,474.71,3,Guarantor,Bank_Transfer,Harare FSK9108,0,2025-10-30,2025-11-02,2025-12-02,2026-10-28,1920.75,119.42,12,Monthly,Farming_Inputs,Male,22-Oct-2006,Single,1,Government,19,716.0,4,Vehicle,EcoCash,Mashonaland_West EGK0077,5,2025-05-23,2025-05-26,2025-07-03,2025-11-22,2474.69,141.76,6,Bi-Weekly,Rent,Female,01-Oct-1983,Married,1,Education,42,858.96,3,None,EcoCash,Matabeleland_South RTH7598,0,2025-12-26,2026-01-06,2026-02-04,2027-01-01,1207.08,162.88,12,Monthly,Business_Expansion,Male,13-Feb-1988,Single,2,Informal_Sector,6,259.55,0,Guarantor,Cash,Bulawayo OEZ7029,0,2025-10-15,2025-10-17,2025-11-23,2026-10-12,2439.62,124.84,12,Monthly,Stock_Purchase,Female,19-Oct-1983,Married,2,,,540.25,0,Savings,InnBucks,Harare UIN0383,0,2025-07-04,2025-07-10,2025-08-18,2026-01-06,1255.61,16.7,6,Monthly,Personal,Male,25-Feb-1968,Divorced,5,Transport,72,418.45,0,Guarantor,Cash,Mashonaland_Central NVR7308,0,2025-08-13,2025-09-03,2025-09-28,2026-03-02,6070.01,102.79,6,Monthly,School_Fees,,01-Dec-1982,Married,2,Construction,53,805.54,3,Savings,EcoCash,Mashonaland_East LFN0770,0,2025-01-03,2025-01-21,2025-02-26,2027-01-11,2851.0,15.49,24,Weekly,Personal,Male,03-Jun-1968,Married,4,Agriculture,97,388.63,7,Guarantor,EcoCash,Harare WYE4302,0,2025-01-26,2025-02-10,2025-03-14,2026-08-04,3351.41,18.34,18,Monthly,Vehicle,Male,25-Jan-1994,Married,1,Informal_Sector,46,,2,None,Cash,Mashonaland_West OFR1250,2,2025-12-28,2026-01-10,2026-02-21,2027-07-04,7418.53,87.88,18,Monthly,Equipment,Male,10-Nov-2003,Single,1,Government,49,615.09,1,Savings,Bank_Transfer,Harare HVR7961,0,2025-10-20,2025-11-05,2025-12-02,2027-10-26,1068.4,,24,Monthly,Personal,Male,02-Nov-1988,Married,4,Government,23,315.95,6,Livestock,Bank_Transfer,Mashonaland_East WDT2838,0,2025-12-17,2025-12-28,2026-01-28,2026-03-28,1414.19,15.77,3,Monthly,Working_Capital,Male,02-Nov-1966,Married,4,Transport,135,260.43,2,Vehicle,OneMoney,Mashonaland_Central QER6562,3,2025-10-25,2025-11-03,2025-12-05,2027-04-27,1503.0,14.48,18,Monthly,Debt_Consolidation,Male,25-Jun-1983,Divorced,2,NGO,64,,5,Guarantor,InnBucks,Harare ZDE4635,1,2025-03-20,2025-03-24,2025-04-19,2027-03-14,4667.68,94.93,24,Weekly,Business_Expansion,Male,14-Dec-1970,Married,6,Mining,49,536.42,3,Guarantor,EcoCash,Harare BDM2485,2,2025-05-31,2025-06-04,2025-07-10,2027-05-25,1860.34,73.96,24,Monthly,Farming_Inputs,,16-Mar-1987,Married,,Informal_Sector,37,192.56,1,Livestock,OneMoney,Manicaland FIC2222,1,2025-09-22,2025-10-09,2025-11-19,2026-10-04,4520.72,133.94,12,Monthly,Business_Expansion,Male,11-May-2005,Single,2,Retail_Trade,26,299.04,0,None,EcoCash,Mashonaland_West HKB7207,0,2025-02-19,2025-03-05,2025-04-17,2027-02-23,3708.55,120.48,24,Monthly,Business_Expansion,Female,29-Feb-1980,Single,0,Government,47,723.72,0,Guarantor,EcoCash,Midlands KYQ7812,3,2025-03-02,2025-03-14,2025-04-08,2026-09-05,1441.37,17.29,18,Bi-Weekly,Medical,Female,25-May-1989,Single,2,Education,54,319.6,4,Savings,Bank_Transfer,Harare IIM0404,4,2025-11-09,2025-11-19,2025-12-24,2028-11-03,6091.19,16.6,36,Weekly,Equipment,Male,22-Nov-1982,Widowed,6,Education,18,661.95,1,Vehicle,EcoCash,Masvingo XCD1483,0,2025-08-18,2025-08-20,2025-09-20,2027-02-11,1957.14,133.06,18,Monthly,Business_Expansion,Male,12-Feb-1991,Single,1,Retail_Trade,,321.32,1,Vehicle,EcoCash,Mashonaland_East AVJ1401,0,2026-01-10,2026-01-25,2026-03-06,2026-07-24,2914.0,89.84,6,Monthly,Vehicle,Male,03-Aug-1990,Single,5,Retail_Trade,96,382.41,4,Property,Cash,Mashonaland_Central DZC5973,5,2025-09-08,2025-09-14,2025-10-27,2025-11-13,58.93,145.52,2,Weekly,Funeral,Female,24-Jun-1978,Married,0,Informal_Sector,33,60.88,1,None,Cash,Midlands APX1161,2,2025-09-15,2025-09-25,2025-10-28,2026-03-24,1322.12,91.19,6,Bi-Weekly,Farming_Inputs,Female,09-Oct-1993,Married,3,Informal_Sector,17,83.21,2,None,EcoCash,Bulawayo GOQ0389,1,2025-10-20,2025-10-23,2025-12-05,2026-10-18,8405.61,11.76,12,Bi-Weekly,Equipment,Female,27-Apr-1967,Married,3,Manufacturing,23,404.11,4,Property,Bank_Transfer,Mashonaland_East XAE6247,3,2025-03-15,2025-03-21,2025-04-22,2025-09-17,495.88,13.2,6,Bi-Weekly,Debt_Consolidation,Male,07-Oct-1989,Married,,Informal_Sector,11,356.68,3,None,Cash,Mashonaland_East AQX5762,2,2025-03-07,2025-03-24,2025-05-07,2026-09-15,3546.17,92.18,18,Monthly,Working_Capital,Female,09-Jun-1979,Married,,Education,77,409.25,3,Property,EcoCash,Harare BRS9830,5,2025-05-27,2025-06-03,2025-06-28,2025-07-03,298.52,162.12,1,Weekly,Rent,Male,12-Jun-1986,Single,4,Healthcare,88,443.69,2,Guarantor,EcoCash,Harare PRJ3006,0,2025-03-27,2025-04-05,2025-05-14,2027-03-26,1542.29,15.33,24,Monthly,School_Fees,Male,12-Sep-1982,Married,1,Education,117,382.4,1,Savings,InnBucks,Manicaland UBS4074,2,2025-05-25,2025-05-28,2025-07-01,2025-11-24,7374.55,12.04,6,Monthly,Farming_Inputs,Male,11-Sep-1984,Divorced,4,Manufacturing,51,553.9,2,Guarantor,Bank_Transfer,Harare KAM8647,1,2025-08-08,2025-08-28,2025-10-02,2026-08-23,11487.4,13.79,12,Monthly,Business_Expansion,Female,18-Jun-1979,Widowed,4,Transport,21,,0,None,EcoCash,Midlands EBX3166,0,2025-11-19,2025-11-24,2026-01-03,2027-05-18,2185.32,14.4,18,Monthly,School_Fees,Male,16-Nov-1974,Widowed,3,Informal_Sector,37,498.07,2,None,InnBucks,Manicaland UNT5825,0,2025-02-22,2025-03-03,2025-03-28,2026-08-25,788.12,16.09,18,Monthly,School_Fees,Male,06-Dec-1987,Single,3,,73,225.2,3,,EcoCash,Harare ATV6282,3,2024-12-27,2025-01-12,2025-02-23,2026-01-07,401.4,17.72,12,Monthly,Rent,Male,12-Feb-1986,Married,8,Informal_Sector,9,270.96,2,Savings,EcoCash,Matabeleland_North NFY8031,0,2025-10-10,2025-10-16,2025-11-19,2026-04-14,2094.73,123.71,6,Monthly,Personal,Female,26-Mar-1995,Married,2,Retail_Trade,133,781.49,4,None,EcoCash,Midlands GDC9171,3,2025-03-19,2025-04-06,2025-05-15,2027-03-27,1508.85,13.76,24,Monthly,Medical,Male,25-Feb-1995,Single,,Telecom,108,599.91,0,Guarantor,Cash,Harare RID8507,1,2026-02-06,2026-02-09,2026-03-10,2027-08-03,46376.1,,18,Monthly,Working_Capital,Male,26-Jul-1985,Married,2,,51,2338.45,4,None,OneMoney,Masvingo OEY2607,0,2026-01-24,2026-02-13,2026-03-18,2026-05-14,683.74,18.06,3,Monthly,Debt_Consolidation,Male,01-Jun-1972,Married,4,Informal_Sector,26,255.38,1,None,EcoCash,Midlands PSW0387,4,2025-09-03,2025-09-19,2025-10-28,2027-03-13,6790.5,16.93,18,Monthly,Equipment,Male,31-May-1984,Married,3,Retail_Trade,,435.76,1,Property,Bank_Transfer,Harare MVW4654,3,2025-11-14,2025-11-29,2026-01-07,2026-11-24,1326.19,15.99,12,Monthly,Personal,Male,30-Jan-2005,Married,1,Transport,14,470.34,1,None,Bank_Transfer,Harare EZS6596,2,2025-04-04,2025-04-16,2025-05-28,2027-04-06,929.84,62.01,24,Weekly,Equipment,Male,17-Nov-1984,Married,3,Informal_Sector,9,108.71,3,Livestock,Bank_Transfer,Mashonaland_East CVB8449,1,2025-02-15,2025-03-02,2025-04-14,2025-08-29,30764.32,108.23,6,Monthly,Working_Capital,Male,01-Dec-2000,Married,1,NGO,31,1175.93,4,Property,Bank_Transfer,Matabeleland_South XSF7433,2,2025-07-22,2025-07-28,2025-08-27,2026-07-23,3695.2,83.51,12,Monthly,Farming_Inputs,Male,26-May-1994,,4,Agriculture,117,312.38,1,Livestock,Cash,Mashonaland_West SPN0794,4,2026-01-22,2026-02-10,2026-03-09,2027-02-05,13254.33,12.57,12,Monthly,Home_Improvement,Male,24-May-1998,Single,1,Retail_Trade,,775.18,3,Vehicle,Cash,Mashonaland_East NAB4031,2,2025-01-13,2025-01-15,2025-02-27,2026-07-09,11927.74,135.0,18,Weekly,Livestock,Male,09-Sep-1971,Married,5,Manufacturing,36,1107.22,2,Property,EcoCash,Masvingo RDP5976,0,2025-03-01,2025-03-07,2025-04-02,2026-08-29,2460.56,166.57,18,Monthly,Home_Improvement,Female,18-Sep-1990,Married,,Education,21,355.6,0,Vehicle,EcoCash,Mashonaland_West ODE7386,1,2025-01-24,2025-02-06,2025-03-21,2028-01-22,4317.44,150.3,36,Monthly,Business_Expansion,Female,08-Apr-1979,Widowed,1,Informal_Sector,9,399.75,1,None,EcoCash,Bulawayo MST1998,4,2025-08-03,2025-08-05,2025-09-03,2027-07-26,12114.81,18.45,24,Monthly,Vehicle,Female,18-Nov-1986,Single,3,Transport,105,507.04,1,Guarantor,Bank_Transfer,Manicaland BZM9077,3,2025-04-22,2025-05-05,2025-06-01,2025-11-01,724.8,15.62,6,Monthly,Debt_Consolidation,Male,15-Jan-1993,Single,2,Agriculture,,,0,None,InnBucks,Midlands DNS0664,5,2025-06-17,2025-06-29,2025-07-27,2025-12-26,488.22,154.77,6,Bi-Weekly,Funeral,Male,27-Jun-2006,Single,1,Education,9,325.08,1,None,Cash,Matabeleland_South NZQ2516,2,2025-06-08,2025-06-18,2025-07-17,2026-03-15,4589.39,101.95,9,Monthly,Livestock,Female,09-Sep-1996,Widowed,,Transport,42,331.3,0,Livestock,OneMoney,Mashonaland_Central MUT8357,2,2025-10-20,2025-11-01,2025-12-15,2026-04-30,2558.92,115.85,6,Bi-Weekly,Farming_Inputs,Female,24-Aug-1957,Married,3,Agriculture,45,326.99,0,None,EcoCash,Matabeleland_North NUL1408,4,2025-07-13,2025-07-30,2025-09-07,2029-07-09,9540.11,18.76,48,Bi-Weekly,Vehicle,Male,22-Sep-1975,Married,6,Retail_Trade,89,460.36,1,Savings,OneMoney,Matabeleland_North MXT6982,1,2025-06-26,2025-07-10,2025-08-18,2028-06-24,14917.33,15.73,36,Monthly,Business_Expansion,Female,30-Oct-1985,Married,5,Manufacturing,30,1069.98,0,Guarantor,InnBucks,Manicaland ILD5756,4,2025-04-13,2025-05-01,2025-05-28,2029-04-10,7249.93,19.11,48,Bi-Weekly,Vehicle,Male,26-Sep-1995,Widowed,3,Manufacturing,40,466.84,7,Property,EcoCash,Mashonaland_East SNX5115,3,2025-01-17,2025-01-24,2025-03-03,2026-01-19,3493.6,93.92,12,Monthly,Rent,Female,29-Apr-1987,Single,2,,20,755.35,2,Livestock,Bank_Transfer,Bulawayo VDE5638,3,2025-01-09,2025-01-19,2025-02-16,2025-07-18,3034.61,97.27,6,Monthly,Personal,Female,10-Sep-2003,Single,,Transport,12,670.68,2,Savings,EcoCash,Mashonaland_Central XDT6352,0,2025-06-14,2025-07-01,2025-07-28,2025-09-29,5315.15,119.79,3,Monthly,School_Fees,Male,04-Aug-2007,Single,2,Transport,5,853.42,1,None,EcoCash,Midlands ITP3953,2,2026-02-06,2026-02-12,2026-03-15,2027-08-06,6305.92,100.37,18,Monthly,Equipment,Female,16-Oct-1962,Married,6,Government,144,651.56,5,Livestock,OneMoney,Bulawayo SJL0243,4,2025-11-30,2025-12-10,2026-01-22,2027-06-03,6697.88,16.61,18,Monthly,Home_Improvement,Male,21-Jun-1981,Widowed,4,Education,130,418.6,2,Property,,Harare YLU6132,0,2024-12-18,2025-01-02,2025-02-04,2025-07-01,548.76,148.17,6,Weekly,School_Fees,Male,16-Aug-1973,,2,Agriculture,112,152.95,1,None,Cash,Masvingo ITV2576,3,2025-08-26,2025-09-06,2025-10-12,2027-08-27,3418.3,107.57,24,Monthly,Rent,Female,26-Mar-2006,Single,2,NGO,10,842.43,0,Guarantor,InnBucks,Midlands OVU3708,0,2025-10-23,2025-10-29,2025-12-08,2026-10-24,1119.61,120.64,12,Monthly,Debt_Consolidation,Female,13-Jun-1982,Divorced,5,Manufacturing,84,332.68,2,Savings,Bank_Transfer,Mashonaland_East FHX7449,4,2025-08-21,2025-09-05,2025-10-04,2027-02-27,12837.88,13.93,18,Weekly,Home_Improvement,Male,08-May-1973,Single,3,Retail_Trade,80,675.33,6,Property,EcoCash,Masvingo TMT6978,2,2025-06-12,2025-06-23,2025-07-26,2026-03-20,12525.1,13.93,9,Monthly,Farming_Inputs,Female,25-Aug-1988,Single,1,NGO,57,1488.92,4,Livestock,Bank_Transfer,Harare BPN2368,3,2025-04-12,2025-04-25,2025-06-01,2026-10-17,3324.03,13.87,18,Bi-Weekly,Debt_Consolidation,Male,30-Jun-1991,Married,5,Construction,135,755.66,1,Savings,EcoCash,Mashonaland_Central HMT7274,4,2025-08-31,2025-09-05,2025-10-16,2026-08-31,7311.88,107.94,12,Monthly,Vehicle,Female,09-Aug-2002,Married,1,Agriculture,25,412.55,2,Savings,EcoCash,Harare ULH3666,3,2025-11-13,2025-11-30,2026-01-07,2026-11-25,2885.72,13.52,12,Bi-Weekly,Rent,Female,13-Oct-1998,Single,,Government,13,614.85,0,Vehicle,Bank_Transfer,Harare GMU7686,1,2026-01-10,2026-01-26,2026-02-20,2026-07-25,9695.14,,6,Monthly,Stock_Purchase,Male,29-Jan-1997,Married,5,Manufacturing,45,581.65,5,Property,EcoCash,Harare QII9327,4,2025-11-29,2025-12-14,2026-01-12,2026-12-09,6360.6,15.62,12,Bi-Weekly,Home_Improvement,Male,12-Mar-1978,Married,,Construction,,909.2,0,Property,EcoCash,Harare LBF3051,0,2025-02-04,2025-02-06,2025-03-09,2026-02-01,1793.07,138.4,12,Monthly,Medical,Male,07-Sep-1973,Married,5,Education,73,565.23,3,Guarantor,Bank_Transfer,Harare ONT8863,0,2025-12-24,2025-12-25,2026-01-25,2026-06-23,1430.26,139.08,6,Monthly,Medical,Male,19-Jan-1998,Single,1,Government,54,451.95,1,Guarantor,InnBucks,Matabeleland_South ZYP5276,1,2025-12-29,2026-01-19,2026-02-24,2027-01-14,3590.13,90.91,12,Monthly,Stock_Purchase,Female,17-Nov-2000,Married,5,Informal_Sector,13,454.54,1,Property,OneMoney,Harare LUD5291,3,2025-08-09,2025-08-22,2025-09-27,2026-08-17,1819.63,14.19,12,Monthly,School_Fees,Male,07-Jun-1980,Married,3,Transport,98,323.76,2,Savings,EcoCash,Mashonaland_Central TDZ8382,0,2025-04-25,2025-04-30,2025-05-28,2026-04-25,2287.77,125.14,12,Monthly,Home_Improvement,Male,18-Nov-2005,Single,0,Finance,12,575.01,3,Property,OneMoney,Harare TPG6394,2,2025-09-14,2025-10-03,2025-11-10,2027-03-27,3770.39,90.42,18,Monthly,Farming_Inputs,Female,04-Oct-1970,Married,6,Telecom,91,,2,Livestock,Cash,Masvingo RMR6937,3,2026-01-27,2026-01-30,2026-03-07,2027-01-25,377.2,14.33,12,Monthly,School_Fees,Male,11-Feb-1987,Married,,Informal_Sector,21,99.96,2,Guarantor,EcoCash,Masvingo LMY0729,4,2025-03-30,2025-04-20,2025-05-28,2028-04-04,13046.38,13.62,36,Monthly,Home_Improvement,Male,14-Dec-2005,Married,1,Manufacturing,16,533.84,0,Vehicle,EcoCash,Mashonaland_West AMC0445,2,2025-11-11,2025-11-25,2025-12-28,2026-05-24,1508.84,13.52,6,Monthly,Equipment,Female,28-Jul-1997,Married,2,Agriculture,80,157.94,1,Livestock,OneMoney,Matabeleland_North SSB1104,5,2025-06-03,2025-06-19,2025-07-14,2025-07-19,356.58,186.79,1,Bi-Weekly,Funeral,Male,22-Jan-1995,Married,4,Agriculture,73,343.19,2,None,Cash,Masvingo JNF8209,3,2025-11-06,2025-11-21,2025-12-28,2027-05-15,642.9,66.45,18,Monthly,Personal,Female,12-Aug-1986,Widowed,5,Agriculture,150,237.49,0,None,Bank_Transfer,Harare RRE2084,1,2025-06-22,2025-07-03,2025-08-16,2027-06-23,1308.94,13.52,24,Monthly,Stock_Purchase,Male,19-Oct-2004,Single,0,Informal_Sector,33,,2,None,Bank_Transfer,Mashonaland_West WZZ5459,0,2024-12-22,2025-01-11,2025-02-19,2025-04-11,1970.24,15.7,3,Monthly,Medical,Female,14-Apr-1984,Married,3,Retail_Trade,,566.14,0,None,Bank_Transfer,Bulawayo JNF4249,3,2025-05-26,2025-05-29,2025-06-26,2027-05-19,1875.86,12.17,24,Monthly,Debt_Consolidation,Male,21-Dec-1993,Married,0,Government,105,528.73,4,Guarantor,Bank_Transfer,Midlands DBO1637,0,2025-12-31,2026-01-07,2026-02-12,2026-07-06,2014.8,131.98,6,Weekly,Working_Capital,Female,24-Jul-1999,Married,4,Transport,15,642.58,2,,OneMoney,Masvingo AKR7639,3,2025-07-01,2025-07-19,2025-08-16,2027-01-10,2783.69,12.91,18,Monthly,Debt_Consolidation,Male,10-May-1987,Single,2,Retail_Trade,125,1014.14,0,None,EcoCash,Mashonaland_West QUR9661,0,2025-09-10,2025-09-21,2025-10-28,2025-12-20,1079.83,17.51,3,Monthly,Rent,Female,12-Nov-1969,Married,2,Construction,51,233.86,1,Savings,InnBucks,Matabeleland_South LUS4900,0,2025-10-21,2025-10-30,2025-12-09,2026-10-25,1712.94,126.42,12,Bi-Weekly,Stock_Purchase,Male,12-Oct-1973,Widowed,2,Retail_Trade,10,569.21,6,Savings,Bank_Transfer,Harare DNT6503,2,2025-12-17,2025-12-25,2026-01-20,2027-06-18,1804.76,112.14,18,Monthly,Working_Capital,Male,17-Nov-1995,Single,2,Agriculture,80,167.15,0,Livestock,Bank_Transfer,Harare HZR5957,3,2025-03-14,2025-03-19,2025-04-28,2027-03-09,216.49,19.05,24,Bi-Weekly,Debt_Consolidation,Male,09-Mar-1982,Married,3,Informal_Sector,31,,1,Savings,Cash,Masvingo XWR2281,3,2025-01-01,2025-01-03,2025-01-28,2025-07-02,1808.37,94.8,6,Monthly,Debt_Consolidation,Female,06-Dec-1958,Married,4,Transport,149,,1,Savings,EcoCash,Harare YST3431,2,2025-09-26,2025-10-01,2025-10-26,2026-06-28,5049.97,11.52,9,Bi-Weekly,Livestock,Female,06-May-1982,Divorced,6,Agriculture,35,335.77,8,Livestock,EcoCash,Manicaland IEH3003,4,2025-05-25,2025-06-08,2025-07-19,2028-05-23,43101.06,102.17,36,Monthly,Vehicle,Male,25-Feb-2000,Single,5,Finance,5,,0,Property,Bank_Transfer,Bulawayo NYB9148,0,2025-01-30,2025-02-07,2025-03-10,2025-08-06,1218.91,18.06,6,Monthly,School_Fees,Male,14-Sep-1983,Married,5,Agriculture,56,167.15,4,None,OneMoney,Mashonaland_Central PII9352,2,2025-03-29,2025-04-09,2025-05-12,2026-01-04,9672.78,12.81,9,Monthly,Farming_Inputs,Male,22-Nov-1984,Divorced,5,NGO,72,1605.17,2,,Bank_Transfer,Bulawayo LEV9553,5,2025-05-09,2025-05-17,2025-06-11,2025-06-16,630.51,186.84,1,Monthly,Funeral,Male,16-Dec-1979,Married,5,Informal_Sector,11,550.71,0,None,EcoCash,Bulawayo OCE4351,3,2025-09-11,2025-09-24,2025-10-20,2027-09-14,4040.8,67.35,24,Monthly,Debt_Consolidation,Male,19-Feb-1984,Married,,NGO,68,912.49,3,Savings,Bank_Transfer,Midlands DNY8601,4,2025-09-05,2025-09-06,2025-10-15,2027-08-27,5424.45,103.96,24,Monthly,Equipment,Male,08-Oct-1974,Married,7,Government,130,354.32,2,,Cash,Manicaland DFL5337,1,2025-02-13,2025-03-02,2025-04-03,2026-02-25,11548.21,112.23,12,Monthly,Stock_Purchase,Female,22-Jul-1974,Married,3,Education,60,520.75,6,Property,EcoCash,Masvingo MDZ1058,0,2025-10-14,2025-10-16,2025-11-21,2027-10-06,1779.21,16.14,24,Weekly,Medical,Male,06-Dec-1969,Married,3,Education,45,763.09,3,Vehicle,EcoCash,Harare ADW7699,2,2025-04-12,2025-04-17,2025-05-19,2026-04-12,8439.77,,12,Monthly,Working_Capital,Female,29-Sep-1989,Married,3,Government,107,1059.03,2,Property,EcoCash,Manicaland BBX5076,1,2025-07-01,2025-07-19,2025-08-28,2027-01-10,3574.51,102.19,18,Monthly,Working_Capital,Male,26-Apr-1967,Married,,Government,,642.48,4,Livestock,EcoCash,Bulawayo WUQ6007,0,2025-03-18,2025-03-31,2025-05-08,2026-03-26,1445.73,157.54,12,Monthly,Wedding,Female,21-Mar-1993,Married,3,Education,133,,2,Savings,OneMoney,Midlands ZEY1800,1,2025-10-29,2025-11-08,2025-12-12,2028-10-23,11261.24,10.89,36,Monthly,Stock_Purchase,Female,28-Nov-1991,Married,2,Healthcare,48,480.16,1,None,Bank_Transfer,Bulawayo JOP6452,4,2025-04-10,2025-04-29,2025-06-03,2026-10-21,10411.77,18.16,18,Monthly,Home_Improvement,Male,07-Mar-1983,Married,3,Healthcare,78,586.84,3,None,EcoCash,Mashonaland_West KIT4113,0,2024-12-21,2025-01-05,2025-02-18,2026-12-26,2632.65,14.51,24,Monthly,Livestock,Male,28-Feb-1982,Married,,Construction,111,,0,Savings,EcoCash,Bulawayo LIN3185,3,2025-04-19,2025-04-28,2025-05-26,2025-10-25,709.69,15.4,6,Monthly,Medical,Female,31-Jan-1986,Single,,Retail_Trade,146,225.7,5,Savings,EcoCash,Midlands QHT8208,1,2025-01-13,2025-01-14,2025-02-24,2026-01-09,5422.22,16.1,12,Monthly,Working_Capital,Female,12-Jan-2005,Single,1,Retail_Trade,10,449.61,0,Property,Cash,Masvingo JJM5633,1,2025-01-20,2025-02-08,2025-03-07,2025-08-07,6606.12,87.21,6,Monthly,Stock_Purchase,Male,13-Jul-1987,Single,4,Mining,45,487.22,4,Vehicle,EcoCash,Mashonaland_East RNT6014,0,2025-08-12,2025-08-24,2025-09-24,2026-08-19,7526.07,117.6,12,Monthly,Vehicle,Female,02-May-1979,Married,3,Telecom,64,1134.8,1,None,InnBucks,Mashonaland_Central YPM1923,2,2025-01-11,2025-01-16,2025-02-21,2026-07-10,1056.56,105.41,18,Monthly,Farming_Inputs,Male,01-Jan-2002,Married,2,Informal_Sector,3,,0,Livestock,EcoCash,Masvingo HHL5681,0,2025-09-04,2025-09-08,2025-10-20,2027-03-02,7071.17,14.24,18,Monthly,Rent,Male,02-Apr-1982,Married,2,NGO,11,1406.2,1,Savings,EcoCash,Manicaland ABP4829,0,2025-09-20,2025-10-10,2025-11-24,2026-04-08,1714.46,139.3,6,Monthly,Rent,Male,11-Mar-1983,Single,,NGO,154,838.93,3,Guarantor,EcoCash,Manicaland IFX0205,2,2025-01-01,2025-01-08,2025-02-09,2026-12-29,6268.68,120.75,24,Weekly,Working_Capital,Male,20-Apr-2000,Married,2,,15,1539.44,1,Livestock,OneMoney,Bulawayo UEH3912,1,2025-06-05,2025-06-10,2025-07-11,2026-06-05,3996.12,133.78,12,Monthly,Stock_Purchase,Male,24-Feb-1983,Married,6,Agriculture,82,248.35,2,None,Bank_Transfer,Mashonaland_East TKW1098,2,2025-04-12,2025-04-13,2025-05-22,2025-10-10,7521.55,10.59,6,Monthly,Farming_Inputs,Male,12-Jan-1968,Married,1,Government,20,478.53,0,Savings,Bank_Transfer,Bulawayo WYN1877,1,2026-01-03,2026-01-16,2026-02-20,2028-01-06,5544.08,14.13,24,Monthly,Business_Expansion,Male,18-Nov-1992,Married,2,Education,60,510.67,0,Property,Bank_Transfer,Mashonaland_West PPN3139,3,2025-10-28,2025-11-14,2025-12-10,2027-11-04,6178.8,14.23,24,Weekly,School_Fees,Female,08-Jan-1986,Divorced,2,Mining,29,1682.64,4,Guarantor,EcoCash,Harare RUP9504,4,2025-06-21,2025-06-28,2025-07-28,2026-06-23,5242.35,15.15,12,Monthly,Equipment,Male,15-Sep-1970,Widowed,4,Informal_Sector,27,234.48,2,Property,InnBucks,Masvingo TFK5517,0,2025-01-13,2025-01-21,2025-02-24,2025-07-20,989.0,161.02,6,Monthly,Equipment,Male,27-Sep-1987,Married,3,Informal_Sector,10,338.61,6,Vehicle,EcoCash,Mashonaland_East JEC2726,0,2025-10-03,2025-10-05,2025-11-04,2026-04-03,2927.82,84.08,6,Monthly,Wedding,Female,11-Apr-1998,Married,3,Government,107,,0,None,Bank_Transfer,Harare SCP7748,2,2025-01-17,2025-01-27,2025-03-06,2027-01-17,1667.4,11.58,24,Bi-Weekly,Farming_Inputs,Male,10-Mar-1969,Married,4,Informal_Sector,41,551.81,3,Property,EcoCash,Harare MGW6057,4,2025-04-16,2025-04-19,2025-06-01,2027-04-09,6273.77,83.13,24,Monthly,Equipment,Female,28-Nov-1989,Single,4,Agriculture,14,,0,Property,Cash,Manicaland YYN2755,3,2025-03-21,2025-03-22,2025-05-03,2026-09-13,2179.4,14.85,18,Monthly,Medical,Male,04-Feb-1976,Divorced,3,Government,67,788.31,0,None,Bank_Transfer,Mashonaland_East VNB5918,2,2025-08-20,2025-08-29,2025-09-28,2027-08-19,675.48,106.19,24,Monthly,Livestock,Male,06-Sep-2005,Single,0,Agriculture,12,159.92,3,Livestock,Cash,Bulawayo JCG4440,2,2025-10-02,2025-10-19,2025-11-22,2026-07-16,5469.85,11.83,9,Monthly,Farming_Inputs,Male,13-Dec-1978,Divorced,1,Manufacturing,32,477.3,4,None,OneMoney,Harare IBD2156,2,2025-01-13,2025-01-30,2025-03-03,2026-01-25,6639.41,15.78,12,Monthly,Equipment,Male,21-May-1962,Widowed,4,Government,155,507.48,6,Property,Bank_Transfer,Harare VIX2519,0,2025-02-24,2025-03-09,2025-04-23,2025-09-05,2404.95,16.44,6,Monthly,Livestock,Male,15-Nov-1971,Divorced,2,Manufacturing,41,633.17,0,Guarantor,OneMoney,Manicaland XZT8966,1,2025-12-02,2025-12-13,2026-01-13,2027-06-06,2642.14,101.41,18,Monthly,Equipment,Female,02-Mar-1988,Married,4,Informal_Sector,39,237.22,0,None,EcoCash,Harare JKW8832,2,2026-01-21,2026-01-30,2026-02-28,2026-07-29,5468.86,135.24,6,Monthly,Farming_Inputs,Female,16-Aug-1986,Married,4,Manufacturing,45,429.85,5,Guarantor,OneMoney,Manicaland XQR4664,1,2025-09-06,2025-09-12,2025-10-12,2027-09-02,2867.98,98.81,24,Monthly,Working_Capital,Male,02-Apr-2006,Single,1,Agriculture,1,368.52,0,Guarantor,EcoCash,Bulawayo HOS7277,1,2025-03-16,2025-03-28,2025-05-08,2026-03-23,2615.54,105.14,12,Monthly,Business_Expansion,Male,30-May-1988,Married,3,Transport,27,449.01,1,None,InnBucks,Midlands ZIH4509,2,2025-11-09,2025-11-22,2025-12-28,2027-05-16,1953.49,73.43,18,Monthly,Livestock,Male,30-May-1983,Married,,Agriculture,59,,0,Property,Bank_Transfer,Midlands FZM2635,3,2025-06-20,2025-06-25,2025-07-28,2026-12-17,3404.26,14.34,18,Monthly,Personal,Female,02-Jan-1979,Married,8,Mining,28,1386.25,0,Guarantor,EcoCash,Manicaland BQQ2812,0,2025-03-29,2025-04-12,2025-05-16,2026-04-07,444.52,157.57,12,Monthly,Medical,,21-Jul-1986,Married,0,Informal_Sector,25,154.61,0,Guarantor,Bank_Transfer,Harare QTT1172,0,2025-11-14,2025-11-23,2025-12-28,2026-05-22,1571.2,14.81,6,Monthly,Rent,Male,15-Jan-1977,Married,2,,52,554.46,3,None,EcoCash,Harare EIR5523,1,2025-08-29,2025-09-12,2025-10-25,2026-03-11,19538.9,12.74,6,Monthly,Business_Expansion,Male,26-Jan-2000,Single,4,Telecom,15,979.24,1,Guarantor,EcoCash,Mashonaland_West XZO0242,5,2025-09-04,2025-09-24,2025-10-19,2026-03-23,1036.43,134.02,6,Bi-Weekly,Funeral,Male,30-Nov-1981,Married,5,Government,103,590.69,2,None,EcoCash,Mashonaland_Central AZV3528,0,2025-04-10,2025-04-14,2025-05-26,2026-04-09,526.71,16.75,12,Monthly,Farming_Inputs,Male,26-Nov-2005,Single,0,Agriculture,8,119.24,2,Property,InnBucks,Mashonaland_West SFX1939,0,2025-04-11,2025-04-24,2025-05-28,2025-10-21,4577.79,14.66,6,Monthly,Stock_Purchase,Male,21-Apr-1994,Single,0,Mining,30,856.4,0,None,Bank_Transfer,Bulawayo WZV5563,1,2025-08-27,2025-08-28,2025-10-07,2026-08-23,5894.22,14.58,12,Monthly,Working_Capital,Male,15-May-1973,Widowed,5,Government,47,,2,Savings,EcoCash,Harare QZB7687,3,2025-11-23,2025-11-30,2025-12-25,2027-11-20,2995.98,18.68,24,Monthly,Debt_Consolidation,Male,24-Nov-1996,Widowed,1,Construction,100,692.62,1,Guarantor,InnBucks,Mashonaland_West FUH8115,1,2025-06-16,2025-06-24,2025-07-26,2026-06-19,2963.93,14.96,12,Monthly,Business_Expansion,Male,02-Sep-1969,Divorced,6,Agriculture,100,,3,Property,Bank_Transfer,Harare TMM9869,0,2025-01-10,2025-01-22,2025-02-25,2027-01-12,1255.54,15.28,24,Monthly,Livestock,Female,17-Aug-2005,Single,3,Manufacturing,15,290.61,0,Vehicle,EcoCash,Bulawayo NCG1476,0,2025-02-08,2025-02-16,2025-03-14,2027-02-06,1257.13,16.82,24,Monthly,,Male,20-Jun-1987,Married,1,Agriculture,79,378.18,2,Property,InnBucks,Midlands WJN4297,3,2025-12-14,2025-12-15,2026-01-17,2026-12-10,2689.69,104.81,12,Monthly,Personal,Male,28-Feb-2007,Single,0,,20,740.15,6,Vehicle,EcoCash,Harare RAT4822,4,2026-01-14,2026-02-01,2026-03-15,2029-01-16,17717.21,16.73,36,Monthly,Vehicle,Male,27-Jul-1994,Married,6,Healthcare,26,654.56,2,Property,EcoCash,Mashonaland_West RIC5857,4,2026-01-28,2026-02-11,2026-03-24,2027-02-06,34564.22,18.23,12,Monthly,Vehicle,Female,08-Oct-1993,Married,1,Mining,13,,4,,EcoCash,Harare VSO0563,4,2025-02-12,2025-02-15,2025-03-28,2026-02-10,3928.97,20.06,12,Monthly,Equipment,Male,05-Jun-1996,Married,2,Agriculture,21,296.49,1,None,EcoCash,Manicaland VMA1558,2,2025-08-15,2025-08-22,2025-10-05,2026-05-19,8445.53,95.51,9,Monthly,Working_Capital,Female,27-Oct-2003,Single,1,Government,49,,4,Livestock,EcoCash,Midlands BOL7206,0,2025-08-17,2025-08-20,2025-09-17,2026-08-15,1316.29,13.67,12,Bi-Weekly,Stock_Purchase,Male,05-Oct-1979,Married,6,Retail_Trade,107,528.67,2,None,InnBucks,Manicaland CZQ3950,3,2025-08-05,2025-08-24,2025-10-04,2027-08-14,1236.98,15.67,24,Monthly,Rent,Male,07-Mar-1985,Married,2,Agriculture,64,391.85,2,,Bank_Transfer,Harare NJU4912,1,2025-12-01,2025-12-20,2026-01-14,2027-06-13,6905.37,122.04,18,Monthly,Business_Expansion,Male,14-Oct-1998,Married,0,Transport,8,575.86,0,Property,OneMoney,Matabeleland_South GAZ8594,2,2025-12-11,2025-12-16,2026-01-14,2026-12-11,1266.66,74.21,12,Monthly,Farming_Inputs,Male,29-Sep-1968,Single,5,Agriculture,15,275.23,0,Guarantor,Bank_Transfer,Mashonaland_Central FOX4419,3,2025-06-14,2025-07-05,2025-08-18,2026-06-30,5722.13,12.12,12,Monthly,Rent,Male,03-Dec-1974,Widowed,,Construction,50,1129.38,1,Guarantor,EcoCash,Bulawayo LBN4213,4,2025-06-15,2025-06-25,2025-08-06,2026-06-20,24847.68,12.54,12,Monthly,Equipment,Male,07-Mar-2003,Single,0,Manufacturing,25,934.82,6,Savings,Bank_Transfer,Harare ADA1940,4,2026-01-14,2026-01-20,2026-03-05,2029-12-30,9532.77,15.27,48,Weekly,Home_Improvement,Female,01-Dec-1990,Widowed,3,Education,50,338.9,0,None,EcoCash,Harare ZPG0651,1,2025-09-30,2025-10-18,2025-11-28,2027-04-11,1246.37,118.08,18,Weekly,Working_Capital,Male,08-Jan-1968,Single,4,Informal_Sector,42,,2,Guarantor,EcoCash,Harare KEJ8705,3,2025-02-21,2025-03-10,2025-04-12,2026-03-05,1584.63,13.94,12,Bi-Weekly,Rent,Male,12-Jun-1985,Widowed,3,Government,158,370.99,1,Guarantor,Cash,Manicaland UHB5802,1,2025-06-23,2025-07-12,2025-08-25,2027-01-03,8586.01,105.45,18,Monthly,Equipment,Male,14-May-1979,Single,0,Finance,33,1300.05,3,Property,Bank_Transfer,Bulawayo KMZ7327,4,2026-01-18,2026-01-24,2026-03-01,2028-01-14,7268.0,16.2,24,Monthly,Vehicle,Female,25-Aug-1986,Single,5,,74,502.5,1,Vehicle,InnBucks,Harare NJT8387,2,2025-06-26,2025-07-10,2025-08-04,2026-07-05,897.84,108.31,12,Monthly,Equipment,Female,16-Apr-1984,Divorced,2,Agriculture,20,,1,Property,Bank_Transfer,Harare XAP3954,0,2025-03-29,2025-04-07,2025-05-15,2026-09-29,2202.78,131.34,18,Monthly,Vehicle,Male,31-May-1984,Single,3,Agriculture,6,339.67,0,Savings,EcoCash,Mashonaland_West FEL1637,1,2025-01-18,2025-01-26,2025-02-26,2026-01-21,3295.19,99.45,12,Monthly,Business_Expansion,Female,15-Oct-1985,Married,5,Agriculture,114,309.26,3,None,Bank_Transfer,Harare IKV7714,3,2025-03-05,2025-03-25,2025-04-28,2026-09-16,497.71,14.8,18,Monthly,Rent,Female,20-Feb-1988,Married,4,Transport,64,146.52,0,None,InnBucks,Mashonaland_Central DPZ1880,2,2025-11-10,2025-11-23,2025-12-20,2026-11-18,3155.01,103.31,12,Monthly,Farming_Inputs,Female,05-May-1983,Married,3,Retail_Trade,107,347.4,2,None,Bank_Transfer,Harare RGT7421,3,2025-12-19,2026-01-07,2026-02-15,2027-07-01,2242.98,10.67,18,Monthly,Debt_Consolidation,Female,17-Sep-1972,Married,,Transport,41,614.6,2,Guarantor,Bank_Transfer,Bulawayo AEK9286,1,2025-07-12,2025-07-16,2025-08-26,2028-06-30,15546.62,118.89,36,Monthly,Business_Expansion,Female,09-May-1965,Married,5,Manufacturing,115,843.95,3,None,Bank_Transfer,Bulawayo ROM8234,1,2025-09-07,2025-09-11,2025-10-26,2028-08-26,1643.24,11.27,36,Bi-Weekly,Stock_Purchase,Male,16-Oct-1969,Married,3,Agriculture,67,162.6,6,None,EcoCash,Harare XQX7484,0,2025-04-07,2025-04-09,2025-05-09,2025-10-06,1087.61,92.77,6,Monthly,Equipment,Female,13-Feb-1983,Married,1,Construction,103,352.68,1,Guarantor,EcoCash,Mashonaland_East OLH5732,1,2025-11-05,2025-11-22,2025-12-27,2028-11-06,8317.51,132.77,36,Monthly,Business_Expansion,Male,23-Mar-1988,Married,3,Construction,29,940.16,0,Savings,EcoCash,Mashonaland_West EXQ7424,1,2026-02-04,2026-02-17,2026-03-25,2029-02-01,1689.56,14.49,36,Monthly,Business_Expansion,Male,23-Jun-1992,Married,2,Agriculture,110,,0,Guarantor,Bank_Transfer,Bulawayo FVH0886,1,2025-07-21,2025-08-07,2025-09-11,2026-08-02,26927.54,130.14,12,Monthly,Stock_Purchase,Male,02-Apr-1975,Married,6,Mining,73,1740.73,3,Vehicle,InnBucks,Harare KYL6652,3,2025-12-07,2025-12-15,2026-01-26,2027-12-05,4289.9,17.28,24,Monthly,Personal,Male,17-Nov-1962,Single,2,Retail_Trade,25,762.89,2,Livestock,EcoCash,Matabeleland_North KTM5656,1,2025-04-10,2025-04-25,2025-06-04,2026-04-20,1857.87,117.0,12,Monthly,Business_Expansion,Male,11-Mar-1965,Widowed,3,Agriculture,83,139.42,0,,Bank_Transfer,Mashonaland_East MIG6527,2,2025-08-22,2025-09-03,2025-10-03,2026-08-29,2979.57,89.5,12,Monthly,Farming_Inputs,Male,05-Oct-1996,Divorced,2,Retail_Trade,66,409.1,0,None,OneMoney,Manicaland SVR7025,2,2025-12-17,2025-12-21,2026-01-22,2026-12-16,12105.37,103.14,12,Monthly,Livestock,Female,19-Mar-1994,Married,2,NGO,37,973.29,2,Property,EcoCash,Mashonaland_West NCJ4089,2,2025-09-28,2025-10-12,2025-11-20,2027-04-05,7366.19,12.69,18,Monthly,Farming_Inputs,Male,21-Aug-1981,Married,2,Mining,67,,2,Guarantor,Cash,Masvingo FHS2667,3,2025-07-28,2025-08-17,2025-09-13,2027-08-07,1234.55,16.8,24,Monthly,School_Fees,Female,08-Apr-1977,Divorced,4,Retail_Trade,87,236.8,2,Savings,EcoCash,Mashonaland_West VHZ2363,0,2025-12-29,2026-01-17,2026-02-19,2027-07-11,5192.41,,18,Monthly,Equipment,Female,24-Aug-1980,Married,5,Finance,37,1105.56,2,,Cash,Matabeleland_South OXW0223,3,2025-08-04,2025-08-16,2025-09-12,2027-08-06,549.89,12.59,24,Monthly,Debt_Consolidation,Female,10-Jan-1972,Married,5,Informal_Sector,10,235.28,0,None,Bank_Transfer,Mashonaland_East PJU5928,0,2025-03-22,2025-04-08,2025-05-20,2026-04-03,3116.18,148.61,12,Monthly,Vehicle,Female,26-Jun-1994,Married,5,Finance,52,546.41,0,Livestock,EcoCash,Masvingo IKH2812,1,2025-12-04,2025-12-05,2026-01-03,2026-06-03,24204.58,133.88,6,Monthly,Working_Capital,Male,24-Apr-1991,Divorced,3,Government,104,907.2,4,Guarantor,EcoCash,Matabeleland_North VMA0683,0,2025-08-31,2025-09-08,2025-10-21,2027-08-29,5217.72,15.32,24,Monthly,Funeral,Female,29-Nov-1971,Widowed,6,Government,100,812.84,4,None,EcoCash,Midlands TGG9176,3,2026-01-22,2026-02-11,2026-03-17,2027-02-06,4570.49,12.6,12,Monthly,Medical,Male,13-Jun-1995,Married,4,Telecom,54,1353.96,3,,Bank_Transfer,Bulawayo NLQ2220,1,2025-12-28,2026-01-07,2026-02-06,2027-01-02,6149.83,100.21,12,Monthly,Business_Expansion,Female,07-Dec-1977,Widowed,4,Agriculture,171,372.33,1,Property,EcoCash,Harare JEG1496,2,2025-11-23,2025-11-30,2026-01-12,2027-11-20,704.26,134.73,24,Monthly,Farming_Inputs,Female,16-Jan-2002,Single,0,Agriculture,18,115.78,1,None,OneMoney,Bulawayo KDZ6336,3,2025-07-03,2025-07-21,2025-08-21,2026-07-16,1796.68,17.4,12,Monthly,Debt_Consolidation,Female,14-Aug-1997,Widowed,5,Informal_Sector,10,481.18,1,Guarantor,Cash,Mashonaland_Central JQL9820,0,2025-11-06,2025-11-14,2025-12-15,2026-05-13,2091.11,15.57,6,Bi-Weekly,Wedding,Male,19-Jun-1990,Single,2,Retail_Trade,48,494.99,1,None,InnBucks,Harare GRD7737,0,2025-01-20,2025-02-03,2025-03-08,2025-08-02,1299.22,130.81,6,Monthly,Funeral,Female,16-Jul-1996,Single,,Retail_Trade,28,327.94,1,None,EcoCash,Manicaland GFP8654,2,2025-07-26,2025-08-15,2025-09-25,2027-02-06,4659.15,100.39,18,Monthly,Equipment,Female,17-May-1971,Married,5,Government,196,721.33,7,Guarantor,EcoCash,Matabeleland_South SDO8567,2,2026-02-14,2026-02-25,2026-04-06,2027-08-19,1915.25,93.93,18,Monthly,Working_Capital,Male,15-Nov-1984,Divorced,5,,76,559.24,0,Livestock,EcoCash,Harare EZH1168,1,2024-12-25,2025-01-07,2025-02-16,2027-12-23,12864.93,144.8,36,Bi-Weekly,Business_Expansion,Male,14-Apr-1995,Married,1,Retail_Trade,43,679.37,1,Vehicle,InnBucks,Masvingo CQI1581,0,2025-10-08,2025-10-14,2025-11-16,2026-10-09,5936.22,164.6,12,Monthly,Medical,Male,02-Nov-1979,Married,,Government,130,855.58,0,None,EcoCash,Harare GDQ8895,1,2025-05-01,2025-05-05,2025-06-06,2026-10-27,24113.65,16.36,18,Monthly,Stock_Purchase,Male,17-Jan-1980,Widowed,3,Finance,90,2130.66,5,Property,EcoCash,Manicaland YRC6765,0,2025-08-14,2025-08-17,2025-09-27,2025-11-15,272.14,15.09,3,Monthly,Livestock,Female,27-Mar-1987,Married,2,Informal_Sector,6,86.79,1,Vehicle,InnBucks,Matabeleland_North OCH0693,1,2026-01-19,2026-02-04,2026-03-13,2027-01-30,12303.98,104.33,12,Monthly,Business_Expansion,Female,24-Aug-1994,Married,3,NGO,77,575.64,0,Savings,EcoCash,Manicaland DRE2586,0,2025-07-05,2025-07-19,2025-09-02,2025-10-17,1488.27,140.49,3,Monthly,Rent,Female,14-Nov-1994,Single,3,Education,15,443.77,0,Guarantor,Cash,Masvingo EWP2402,4,2025-04-11,2025-04-30,2025-06-04,2026-10-22,7844.31,15.94,18,Monthly,Home_Improvement,Female,29-Oct-1993,Divorced,1,Education,143,311.51,0,Property,OneMoney,Harare RIN1708,5,2025-06-07,2025-06-22,2025-07-28,2025-09-20,459.96,167.22,3,Weekly,Rent,Female,24-Jun-1985,Married,5,Healthcare,65,731.23,1,Vehicle,EcoCash,Harare LKO2402,0,2026-01-06,2026-01-13,2026-02-19,2027-01-08,817.34,173.34,12,Monthly,Working_Capital,Male,04-Sep-1984,Widowed,4,Informal_Sector,8,137.14,1,Property,EcoCash,Harare RHW2826,1,2025-03-20,2025-03-27,2025-05-04,2026-03-22,3298.9,12.36,12,Monthly,Equipment,Female,25-Apr-1985,Married,4,Informal_Sector,49,295.57,1,Vehicle,Bank_Transfer,Manicaland NNX9566,5,2025-12-17,2026-01-06,2026-01-31,2026-02-05,512.59,101.34,1,Weekly,Medical,Male,03-Sep-1981,Married,2,Education,109,284.35,6,Savings,Bank_Transfer,Midlands UNW5036,1,2025-12-26,2026-01-14,2026-02-17,2027-01-09,2854.37,101.86,12,Monthly,Stock_Purchase,Male,06-Jan-1988,Single,,Agriculture,79,304.0,6,Savings,Bank_Transfer,Bulawayo SIZ4373,3,2025-08-18,2025-08-20,2025-09-28,2026-02-16,1483.47,15.58,6,Monthly,Medical,Male,28-Jun-1982,Divorced,5,,131,281.9,1,Savings,Cash,Mashonaland_Central XDX8398,2,2025-01-10,2025-01-13,2025-02-23,2025-10-10,4559.83,14.04,9,Monthly,Farming_Inputs,Male,04-May-1970,Married,,Government,89,710.77,0,Savings,OneMoney,Mashonaland_Central BVY9650,2,2025-02-25,2025-03-06,2025-04-18,2026-03-01,3216.87,89.32,12,Weekly,Working_Capital,Male,02-Nov-1989,Married,4,Transport,177,353.98,0,Livestock,Cash,Bulawayo UBZ6506,1,2025-05-14,2025-05-15,2025-06-27,2026-11-06,4372.14,113.39,18,Monthly,Stock_Purchase,Male,22-Jul-1968,Divorced,6,Agriculture,51,363.49,1,None,Cash,Matabeleland_North BOP0282,0,2025-08-15,2025-09-02,2025-10-14,2026-03-01,1033.6,,6,Weekly,Personal,Female,25-Nov-1991,Single,,Agriculture,57,393.83,1,Savings,Bank_Transfer,Mashonaland_East XIU8129,1,2025-02-16,2025-02-17,2025-03-16,2026-02-12,3706.2,108.87,12,Monthly,,Male,28-Aug-1990,Single,3,Informal_Sector,12,324.96,4,Vehicle,EcoCash,Harare NYD0344,1,2026-01-10,2026-01-12,2026-02-10,2028-12-27,7278.73,114.64,36,Monthly,Stock_Purchase,Female,11-Jul-1985,Divorced,4,Retail_Trade,48,442.9,4,None,EcoCash,Matabeleland_North VVO5031,2,2025-04-22,2025-04-24,2025-05-25,2025-10-21,941.66,14.06,6,Monthly,Equipment,Male,29-Jun-1996,Married,1,Retail_Trade,113,227.6,3,Livestock,EcoCash,Mashonaland_West XHV3554,4,2025-10-20,2025-10-30,2025-12-02,2027-04-23,5133.46,94.81,18,Monthly,Vehicle,Male,10-Jul-1984,Single,2,Education,69,367.81,0,Vehicle,EcoCash,Midlands KZH9892,3,2025-04-23,2025-04-27,2025-05-28,2025-10-24,757.99,101.74,6,Monthly,Personal,Male,28-Mar-1987,Married,3,Agriculture,100,276.23,2,Savings,Cash,Masvingo TYJ4103,1,2024-12-17,2025-01-06,2025-02-18,2026-01-01,4453.77,83.21,12,Monthly,Stock_Purchase,Female,27-Dec-1963,Widowed,4,Retail_Trade,85,285.6,0,Vehicle,EcoCash,Manicaland ZMK7102,0,2025-11-05,2025-11-25,2025-12-26,2026-02-23,2523.11,16.13,3,Monthly,Medical,Male,15-Mar-1988,Married,,Retail_Trade,10,454.75,2,Savings,Bank_Transfer,Harare FFI0442,5,2025-10-03,2025-10-07,2025-11-14,2026-04-05,951.92,154.66,6,Monthly,Funeral,Female,07-Sep-1978,Divorced,3,Agriculture,43,,1,Savings,OneMoney,Harare COH3368,4,2025-05-18,2025-06-08,2025-07-07,2028-05-23,7066.65,18.87,36,Bi-Weekly,Vehicle,Female,16-Nov-1997,Married,2,Agriculture,57,382.52,2,Guarantor,Cash,Manicaland MID8808,0,2025-12-21,2025-12-30,2026-02-10,2026-12-25,1544.24,150.93,12,Monthly,Vehicle,Male,17-Apr-1978,Married,,Informal_Sector,38,410.0,6,Savings,EcoCash,Masvingo RUV2796,3,2025-05-01,2025-05-11,2025-06-19,2025-11-07,2178.69,94.85,6,Monthly,Medical,Female,16-Dec-1979,Married,3,Healthcare,43,604.01,1,None,Cash,Manicaland QJK7408,1,2025-02-22,2025-03-03,2025-04-07,2026-02-26,34512.86,106.2,12,Monthly,Business_Expansion,Female,11-May-1977,Widowed,4,Mining,32,,4,Property,EcoCash,Harare JRH4838,2,2025-02-23,2025-03-04,2025-04-12,2026-02-27,15588.22,14.59,12,Monthly,Working_Capital,Male,09-Jun-2000,Widowed,3,Government,58,886.4,2,Livestock,Bank_Transfer,Harare QQX6215,2,2025-10-24,2025-11-08,2025-12-07,2026-08-05,5092.59,81.23,9,Monthly,Farming_Inputs,Female,24-Jun-1993,Married,6,Transport,91,680.38,2,Livestock,Cash,Mashonaland_West NWZ2697,0,2025-09-20,2025-09-30,2025-11-03,2026-03-29,287.24,17.92,6,Monthly,Vehicle,Female,10-Jan-1980,Widowed,4,Informal_Sector,9,103.66,1,Guarantor,Bank_Transfer,Harare EZU1406,0,2025-02-12,2025-02-27,2025-04-04,2026-02-22,6446.51,146.77,12,Monthly,Personal,Male,23-Mar-2002,Single,0,Transport,26,850.3,2,Savings,Bank_Transfer,Matabeleland_South ZYV2745,3,2025-06-11,2025-06-12,2025-07-27,2026-06-07,3038.78,16.58,12,Bi-Weekly,Medical,Male,12-Jun-1996,Single,2,Retail_Trade,75,972.01,1,Guarantor,Bank_Transfer,Harare SIN0801,0,2026-01-29,2026-01-31,2026-02-27,2026-05-01,2953.38,135.69,3,Monthly,Vehicle,Female,15-Dec-1966,Widowed,5,Agriculture,73,384.67,1,None,EcoCash,Manicaland EJO5929,0,2025-07-13,2025-07-27,2025-08-23,2027-07-17,1587.12,14.82,24,Monthly,Business_Expansion,Male,05-Nov-1989,Married,0,Transport,61,,5,None,Bank_Transfer,Mashonaland_West KLU4765,1,2025-11-20,2025-11-28,2025-12-24,2027-05-22,8667.68,13.08,18,Weekly,Equipment,Male,04-Apr-1993,Single,5,Government,8,546.52,0,Vehicle,OneMoney,Mashonaland_Central KMG1756,2,2026-01-08,2026-01-17,2026-02-19,2028-01-07,3122.32,11.46,24,Monthly,Working_Capital,Male,10-May-2002,Single,0,Informal_Sector,23,282.54,2,Guarantor,EcoCash,Midlands XGY8792,0,2025-11-24,2025-11-28,2025-12-28,2026-05-27,4611.86,117.56,6,Monthly,Equipment,Female,17-Oct-1972,Single,3,Retail_Trade,81,811.69,0,None,OneMoney,Midlands TZF4711,4,2025-06-21,2025-06-30,2025-07-28,2027-06-20,2975.92,14.33,24,Monthly,Home_Improvement,Male,21-Sep-1981,Married,6,Informal_Sector,30,199.62,1,Vehicle,EcoCash,Mashonaland_West TFO2196,4,2025-02-08,2025-02-20,2025-03-18,2029-01-30,80454.28,15.29,48,Bi-Weekly,Home_Improvement,Female,12-Dec-1975,Widowed,5,Telecom,103,2369.79,7,None,EcoCash,Matabeleland_South YSD2730,1,2025-10-25,2025-11-11,2025-12-11,2026-05-10,19676.61,13.09,6,Monthly,Business_Expansion,Male,20-Feb-1990,Married,4,Retail_Trade,120,725.38,1,None,Bank_Transfer,Bulawayo UBB5348,3,2024-12-23,2025-01-04,2025-01-28,2025-12-30,1432.34,14.81,12,Bi-Weekly,Debt_Consolidation,Female,02-Jun-1986,Married,4,Telecom,36,468.82,0,Guarantor,Bank_Transfer,Masvingo JKJ0093,1,2025-08-04,2025-08-24,2025-09-20,2027-02-15,6020.73,13.0,18,Bi-Weekly,Business_Expansion,Male,14-Apr-1959,Widowed,4,Manufacturing,46,,2,Property,EcoCash,Harare SOS9493,0,2025-03-24,2025-03-25,2025-04-28,2025-09-21,3907.22,160.97,6,Weekly,Debt_Consolidation,Female,19-Jan-1973,Married,4,Construction,77,541.52,3,Savings,EcoCash,Midlands CPV1365,1,2024-12-27,2025-01-17,2025-02-17,2026-01-12,9401.02,10.87,12,Monthly,Equipment,Female,26-Feb-1962,Married,2,Education,171,359.22,2,Guarantor,EcoCash,Bulawayo BSO9027,2,2025-06-04,2025-06-10,2025-07-15,2026-06-05,6119.88,99.54,12,Monthly,Livestock,Male,14-Mar-1991,Married,3,Informal_Sector,14,673.22,1,None,InnBucks,Manicaland XJA8753,5,2025-07-02,2025-07-23,2025-08-21,2025-10-21,343.67,181.32,3,Monthly,Medical,Female,27-Oct-1990,Single,3,Agriculture,61,196.16,0,Vehicle,Bank_Transfer,Mashonaland_Central GWN9096,1,2025-09-23,2025-10-04,2025-11-09,2027-03-28,2196.14,106.11,18,Monthly,Stock_Purchase,Female,15-Jul-1980,Married,3,Agriculture,135,182.59,2,Property,InnBucks,Matabeleland_North MNK4884,2,2025-10-11,2025-10-18,2025-11-25,2026-04-16,2333.03,103.95,6,Monthly,Equipment,Female,20-Apr-1977,Divorced,4,Informal_Sector,14,400.72,3,Guarantor,Bank_Transfer,Harare PRK6362,2,2025-10-10,2025-10-15,2025-11-12,2026-10-10,4015.34,110.46,12,Monthly,Farming_Inputs,Male,10-Jan-1999,Married,1,Manufacturing,32,231.11,3,Livestock,InnBucks,Bulawayo LQN5334,2,2026-02-21,2026-02-26,2026-03-28,2027-02-21,4597.5,11.97,12,Monthly,Farming_Inputs,Male,07-Jul-1974,Divorced,6,Retail_Trade,39,531.66,0,Savings,Bank_Transfer,Masvingo OGJ5702,0,2026-01-25,2026-02-02,2026-02-28,2027-01-28,1680.01,14.54,12,Monthly,Wedding,Male,11-Dec-1971,Married,,Agriculture,53,296.65,4,Savings,EcoCash,Mashonaland_Central WTD5629,1,2025-08-25,2025-08-30,2025-09-28,2026-08-25,9265.16,121.85,12,Monthly,Stock_Purchase,Male,06-Jan-1994,Married,3,Manufacturing,86,412.08,2,Vehicle,Bank_Transfer,Mashonaland_West DIE4208,4,2025-02-22,2025-03-13,2025-04-11,2029-02-20,4510.72,13.13,48,Monthly,Equipment,Male,17-Nov-1968,Married,,Retail_Trade,109,,0,None,Bank_Transfer,Matabeleland_South GNE5232,4,2025-11-13,2025-12-03,2026-01-06,2027-05-27,14625.36,71.23,18,Monthly,Equipment,Female,16-Dec-1997,Married,,Manufacturing,67,,1,Property,InnBucks,Mashonaland_Central OZH1950,3,2025-10-06,2025-10-16,2025-11-18,2027-10-06,1315.39,15.1,24,Monthly,,Female,11-Oct-1984,Married,3,Education,123,484.56,3,Guarantor,Cash,Manicaland ELX6331,0,2025-11-08,2025-11-19,2025-12-16,2026-11-14,1327.09,139.86,12,Bi-Weekly,Business_Expansion,Female,25-Nov-1975,Widowed,0,Agriculture,55,282.79,0,None,EcoCash,Mashonaland_East NPC3191,5,2025-01-22,2025-02-12,2025-03-23,2025-05-13,1503.5,151.61,3,Weekly,Funeral,Female,10-Jul-1987,Widowed,6,Telecom,102,1635.33,1,Property,EcoCash,Mashonaland_Central PAH1597,0,2025-01-24,2025-02-10,2025-03-14,2025-05-11,1624.41,153.77,3,Monthly,Funeral,Female,07-May-1997,Single,3,Agriculture,58,213.19,0,None,Cash,Mashonaland_West BVJ4858,1,2025-06-10,2025-06-13,2025-07-22,2027-06-03,5673.99,11.29,24,Monthly,Business_Expansion,Female,25-Dec-1974,Divorced,1,Retail_Trade,50,447.88,7,Savings,Cash,Matabeleland_South OJP4439,0,2025-01-09,2025-01-28,2025-03-06,2026-07-22,12743.86,116.96,18,Monthly,Wedding,Male,21-Dec-1982,Married,5,NGO,113,2162.34,3,Vehicle,EcoCash,Manicaland TDR3485,0,2026-01-28,2026-02-05,2026-03-11,2027-01-31,1959.9,96.94,12,Monthly,Personal,Male,19-Dec-1962,Married,5,Manufacturing,42,435.44,3,,InnBucks,Matabeleland_South AXV1661,3,2025-10-04,2025-10-15,2025-11-21,2026-04-13,959.81,13.56,6,Monthly,Rent,Male,16-Jul-1982,Married,4,Construction,80,240.65,1,Guarantor,EcoCash,Matabeleland_North RGG1369,4,2025-09-21,2025-09-26,2025-10-28,2027-03-20,2831.37,19.53,18,Bi-Weekly,Home_Improvement,Male,14-Dec-2007,Married,1,Informal_Sector,3,176.34,1,Savings,EcoCash,Bulawayo PNI7364,3,2025-11-30,2025-12-12,2026-01-06,2027-12-02,2361.56,16.68,24,Monthly,Personal,Male,28-Aug-1962,Widowed,,Mining,14,,1,None,EcoCash,Midlands OTI7000,0,2025-10-04,2025-10-17,2025-11-13,2026-04-15,500.07,78.95,6,Weekly,School_Fees,Male,18-Apr-1993,Married,,Agriculture,64,155.55,0,Savings,EcoCash,Mashonaland_West XRG0070,3,2026-01-22,2026-02-09,2026-03-15,2027-08-03,1000.77,15.65,18,Monthly,Medical,Male,04-Sep-1991,Married,5,Government,118,345.37,6,Vehicle,OneMoney,Midlands PIP8809,1,2025-05-11,2025-05-27,2025-06-23,2028-05-11,3143.05,130.36,36,Monthly,Business_Expansion,Female,24-May-1985,Single,5,Mining,80,,0,,Cash,Midlands GWY1981,3,2025-02-22,2025-03-01,2025-04-10,2026-02-24,1716.4,15.87,12,Monthly,Rent,Male,22-Mar-1978,Divorced,3,Government,107,428.58,3,None,Bank_Transfer,Manicaland VZI6264,3,2025-11-18,2025-11-22,2026-01-01,2027-05-16,2208.57,16.93,18,Monthly,Rent,Female,26-Oct-1996,Married,6,Education,18,531.15,0,None,OneMoney,Masvingo WVO9284,1,2025-02-01,2025-02-09,2025-03-16,2026-02-04,4392.98,,12,Monthly,Business_Expansion,Male,04-Jul-1960,Widowed,,Manufacturing,152,299.31,1,Livestock,EcoCash,Matabeleland_North RYX2969,0,2025-03-05,2025-03-23,2025-05-03,2026-09-14,1408.4,167.75,18,Monthly,Medical,Female,14-Dec-2002,Single,0,,3,272.59,6,Vehicle,EcoCash,Mashonaland_East HUI0041,2,2025-01-04,2025-01-12,2025-02-14,2026-07-06,1154.3,97.58,18,Weekly,Equipment,Female,14-May-1984,Divorced,6,Retail_Trade,101,284.05,0,Property,Cash,Midlands REF0444,0,2025-10-25,2025-11-02,2025-12-01,2026-10-28,717.54,17.67,12,Monthly,,Female,07-Aug-1988,Single,4,Agriculture,57,255.25,3,Property,Cash,Matabeleland_North NCF8710,1,2025-01-12,2025-01-13,2025-02-22,2026-01-08,5259.9,97.37,12,Monthly,Stock_Purchase,Male,09-Jan-1996,Single,2,Transport,87,236.29,2,None,EcoCash,Harare JIH5267,1,2025-11-14,2025-11-29,2025-12-28,2026-11-24,16157.21,115.43,12,Monthly,Stock_Purchase,Female,21-Jun-1980,Divorced,4,Education,92,604.87,2,Guarantor,Bank_Transfer,Masvingo SLV2360,2,2025-12-30,2026-01-18,2026-02-20,2027-07-12,2239.34,123.33,18,Monthly,Farming_Inputs,Male,23-Aug-2001,Single,2,Agriculture,16,150.3,2,Property,Bank_Transfer,Harare FCQ3915,0,2025-02-18,2025-03-07,2025-04-10,2026-08-29,2199.12,125.56,18,Monthly,Vehicle,Male,13-Nov-1999,Single,1,Retail_Trade,36,430.9,0,Guarantor,OneMoney,Mashonaland_West PYL7123,1,2025-10-18,2025-10-20,2025-11-16,2026-04-18,12255.06,15.33,6,Monthly,Working_Capital,Male,20-Oct-2006,Single,0,Telecom,10,715.11,1,Vehicle,Bank_Transfer,Mashonaland_Central HKH5725,0,2025-10-19,2025-11-04,2025-12-02,2026-10-30,3246.4,109.93,12,Weekly,Working_Capital,Male,30-May-1999,Married,4,NGO,12,1484.24,1,Guarantor,EcoCash,Masvingo XLO3239,0,2025-10-31,2025-11-06,2025-12-13,2026-11-01,2489.67,14.5,12,Weekly,Personal,Male,17-Nov-1980,Single,4,Manufacturing,79,699.73,3,Guarantor,Bank_Transfer,Mashonaland_East OLN1336,4,2025-11-25,2025-12-09,2026-01-18,2028-11-23,9421.13,70.75,36,Monthly,Vehicle,Female,08-Mar-1981,Divorced,4,Healthcare,114,613.97,0,Savings,EcoCash,Mashonaland_West ECP4621,0,2025-08-29,2025-08-30,2025-10-12,2027-08-20,4362.3,139.3,24,Monthly,School_Fees,Male,06-Oct-1992,Married,6,Finance,73,568.36,5,,OneMoney,Harare KPS0064,2,2025-08-02,2025-08-18,2025-09-28,2027-02-09,7783.72,12.4,18,Monthly,Livestock,Female,05-Apr-1963,Married,,Informal_Sector,40,,2,None,Cash,Mashonaland_Central CLU5954,1,2025-07-21,2025-08-03,2025-09-01,2027-01-25,4241.59,11.41,18,Monthly,Working_Capital,Female,10-Jun-1997,Single,2,Transport,99,218.22,1,Savings,Cash,Manicaland UNG6284,3,2025-03-06,2025-03-11,2025-04-06,2026-03-06,1662.76,18.07,12,Monthly,School_Fees,Male,13-Jul-2002,Single,2,Government,57,704.38,1,None,EcoCash,Mashonaland_West VYF7983,0,2025-12-06,2025-12-19,2026-01-19,2026-06-17,3595.42,137.33,6,Bi-Weekly,Personal,Female,10-Jun-1999,Married,,Retail_Trade,14,662.76,0,None,InnBucks,Mashonaland_Central URN1834,5,2025-12-13,2025-12-23,2026-01-28,2026-03-23,992.58,111.8,3,Monthly,Medical,Female,15-Oct-1992,Single,2,Government,54,443.71,1,None,OneMoney,Manicaland OCH6913,0,2025-03-19,2025-03-22,2025-04-25,2026-03-17,2048.36,124.33,12,Monthly,Vehicle,Female,07-May-1969,Married,3,Construction,67,322.37,8,None,EcoCash,Bulawayo ACR1583,0,2025-10-28,2025-11-17,2025-12-20,2027-11-07,1706.4,105.1,24,Monthly,Vehicle,Female,08-Aug-1986,Divorced,4,Retail_Trade,71,383.01,0,None,OneMoney,Bulawayo ZYQ4775,3,2025-09-21,2025-10-05,2025-11-19,2027-09-25,2571.05,17.72,24,Monthly,School_Fees,Male,11-Feb-1985,Married,3,Manufacturing,106,735.15,2,Guarantor,Bank_Transfer,Harare BNU8024,3,2025-11-05,2025-11-06,2025-12-14,2027-10-27,1491.67,14.43,24,Weekly,Medical,Male,04-Jun-1995,Widowed,0,Construction,106,798.62,3,Guarantor,EcoCash,Harare PSC4692,1,2025-03-15,2025-03-22,2025-04-18,2028-03-06,15413.04,114.24,36,Monthly,Business_Expansion,Female,05-Jul-1998,Married,1,,13,571.94,0,Livestock,Cash,Harare MWK1300,0,2025-07-28,2025-08-07,2025-09-18,2026-02-03,438.63,15.65,6,Monthly,Personal,Female,02-Jul-1978,Married,6,Agriculture,28,45.71,3,None,EcoCash,Manicaland VTZ7837,2,2025-05-08,2025-05-25,2025-06-28,2026-05-20,10705.11,9.81,12,Bi-Weekly,Livestock,Female,20-Jun-1980,Married,4,Manufacturing,138,,4,Guarantor,EcoCash,Mashonaland_East GVY3459,1,2025-07-05,2025-07-06,2025-08-04,2026-07-01,4955.02,97.35,12,Monthly,Business_Expansion,Female,06-Apr-1981,Widowed,4,Healthcare,76,256.61,1,Vehicle,InnBucks,Mashonaland_West ZXH8781,4,2025-11-28,2025-12-09,2026-01-17,2028-11-23,10043.49,14.88,36,Weekly,Equipment,Female,18-Jun-1986,Single,3,Manufacturing,44,441.32,0,Savings,InnBucks,Harare PCN7228,5,2025-10-26,2025-11-03,2025-12-09,2026-02-01,118.2,167.42,3,Monthly,Funeral,Male,14-Aug-1988,Married,5,Agriculture,117,145.46,0,Savings,OneMoney,Harare ORQ0272,0,2025-01-17,2025-02-01,2025-03-17,2026-07-26,1920.1,13.52,18,Bi-Weekly,Wedding,Male,01-Mar-1984,Married,8,Construction,46,486.33,3,Vehicle,EcoCash,Midlands WKW0910,0,2026-01-17,2026-02-07,2026-03-07,2027-08-01,1008.25,15.79,18,Monthly,Stock_Purchase,Female,18-Mar-1996,Married,2,Retail_Trade,56,273.68,5,None,EcoCash,Masvingo IFM5092,2,2025-08-08,2025-08-21,2025-09-28,2026-08-16,3104.69,9.48,12,Bi-Weekly,Livestock,Female,15-Nov-1996,Single,4,Agriculture,60,263.72,0,Savings,Bank_Transfer,Manicaland HDJ4116,1,2025-02-07,2025-02-16,2025-03-27,2025-08-15,5267.36,129.64,6,Monthly,Business_Expansion,Female,17-Dec-1973,Married,4,Mining,,1064.08,7,,EcoCash,Midlands OQB5335,0,2025-06-26,2025-07-12,2025-08-17,2027-07-02,5081.2,86.95,24,Monthly,Farming_Inputs,Male,06-Jul-1997,Married,1,Mining,,1475.99,1,,EcoCash,Masvingo OFX7490,2,2026-01-27,2026-02-01,2026-03-18,2027-01-27,4929.92,113.22,12,Weekly,,Male,01-Mar-1986,Single,1,Informal_Sector,13,388.59,3,Vehicle,EcoCash,Bulawayo OOU2927,0,2025-10-30,2025-11-18,2025-12-23,2026-02-16,1189.63,122.09,3,Monthly,Livestock,Female,24-Sep-1982,Single,3,Agriculture,115,264.95,0,Savings,OneMoney,Harare WLT8543,0,2025-03-20,2025-03-23,2025-05-06,2027-03-13,1742.23,130.56,24,Monthly,Stock_Purchase,Female,28-Oct-1998,Single,6,Retail_Trade,,283.11,3,None,EcoCash,Midlands DYZ0643,3,2025-04-16,2025-04-21,2025-05-26,2025-10-18,1212.9,12.01,6,Monthly,School_Fees,Male,17-Apr-1974,Married,5,Manufacturing,41,379.49,0,Guarantor,Bank_Transfer,Harare BHE7518,3,2025-01-01,2025-01-17,2025-03-01,2027-01-07,1110.93,15.55,24,Monthly,Medical,Female,14-Feb-1970,Married,3,Education,44,309.41,0,Livestock,InnBucks,Bulawayo OTE8834,2,2024-12-28,2025-01-10,2025-02-18,2026-01-05,3506.37,13.3,12,Bi-Weekly,Farming_Inputs,Male,09-Dec-1995,Married,3,Construction,31,,2,Livestock,EcoCash,Manicaland JKZ8611,1,2025-10-11,2025-10-23,2025-11-19,2026-04-21,4841.25,101.38,6,Monthly,Business_Expansion,Male,15-Apr-1991,Divorced,1,Informal_Sector,28,481.78,0,Savings,Cash,Manicaland DXF2796,2,2025-01-10,2025-01-24,2025-03-05,2027-01-14,866.55,17.05,24,Monthly,Farming_Inputs,Female,15-Oct-1998,Divorced,3,Retail_Trade,13,217.2,3,Livestock,OneMoney,Harare BKD4940,1,2024-12-28,2025-01-13,2025-02-14,2026-07-07,3002.61,,18,Bi-Weekly,Business_Expansion,Male,08-Aug-1989,Single,3,Informal_Sector,26,251.05,0,Savings,Cash,Harare LJO5796,2,2025-06-05,2025-06-25,2025-08-07,2026-06-20,3266.21,85.99,12,Monthly,Working_Capital,Male,10-Jan-1981,Divorced,,Construction,112,549.72,3,,OneMoney,Harare DDJ7985,4,2026-02-16,2026-02-26,2026-04-03,2030-02-05,20884.67,18.32,48,Monthly,Equipment,Male,19-Jan-2006,Single,2,Healthcare,6,958.46,1,Livestock,EcoCash,Masvingo NEG4016,0,2025-02-17,2025-03-07,2025-04-08,2025-06-05,1208.28,137.3,3,Monthly,Livestock,Male,23-Jul-1999,Married,3,Agriculture,23,247.48,1,None,OneMoney,Mashonaland_West MTS4859,2,2026-01-25,2026-02-04,2026-03-12,2027-07-29,3665.16,11.91,18,Monthly,Livestock,Male,21-Oct-1983,Married,0,Transport,132,,0,Vehicle,InnBucks,Mashonaland_West ZIQ3070,3,2024-12-25,2025-01-09,2025-02-06,2026-12-30,2158.44,14.07,24,Monthly,Personal,Male,15-Jun-1991,Widowed,,Education,145,480.79,3,Savings,InnBucks,Mashonaland_Central MQR1484,0,2025-07-01,2025-07-06,2025-08-14,2026-12-28,1177.85,108.17,18,Monthly,Farming_Inputs,Female,08-Feb-1997,Married,2,Agriculture,71,,2,Savings,Cash,Mashonaland_Central SPG2102,5,2025-11-26,2025-12-10,2026-01-08,2026-03-10,3413.31,162.23,3,Bi-Weekly,Rent,Female,21-Nov-1994,Divorced,1,Finance,119,2116.11,1,None,Bank_Transfer,Harare ZPG2396,2,2025-07-28,2025-08-04,2025-09-06,2026-05-01,1716.79,80.31,9,Monthly,Working_Capital,Female,18-Jul-1992,Married,1,Agriculture,51,188.79,0,Savings,Cash,Masvingo BWG1095,1,2025-02-05,2025-02-08,2025-03-22,2026-08-02,7269.35,140.16,18,Monthly,Equipment,Male,11-Oct-2006,Single,2,Retail_Trade,7,627.57,3,Vehicle,OneMoney,Bulawayo IRG5962,0,2025-09-08,2025-09-25,2025-10-27,2027-09-15,1752.46,19.17,24,Monthly,School_Fees,Male,28-Oct-1996,Married,0,Retail_Trade,105,318.12,5,None,Bank_Transfer,Harare EDN5025,0,2025-12-23,2026-01-05,2026-02-19,2027-12-26,1522.42,93.91,24,Bi-Weekly,Rent,Female,02-Nov-1986,Divorced,2,Agriculture,97,269.29,1,,EcoCash,Masvingo TLO0577,1,2025-12-19,2025-12-28,2026-02-01,2026-06-26,4537.13,16.52,6,Monthly,Business_Expansion,Female,17-Oct-1976,Divorced,6,Retail_Trade,23,318.9,0,Guarantor,EcoCash,Mashonaland_West RJM5646,5,2025-05-30,2025-05-31,2025-07-04,2025-08-29,424.53,165.85,3,Weekly,Personal,Male,08-Feb-1975,Divorced,3,Agriculture,34,345.01,3,,InnBucks,Mashonaland_East KUP5538,0,2025-05-24,2025-06-12,2025-07-27,2027-06-02,1022.7,132.31,24,Monthly,Debt_Consolidation,Male,07-Oct-1987,Divorced,3,Retail_Trade,85,221.86,1,Savings,Cash,Harare ZMH6406,0,2025-02-11,2025-02-22,2025-04-08,2025-08-21,5327.8,142.3,6,Bi-Weekly,Livestock,Female,09-Feb-1976,Single,2,Retail_Trade,105,815.18,1,None,Cash,Midlands TQI4631,1,2025-05-16,2025-06-01,2025-07-02,2026-05-27,2634.04,14.48,12,Monthly,Stock_Purchase,Female,28-Apr-1973,Single,4,Informal_Sector,9,247.24,4,None,Cash,Matabeleland_South VRA1232,3,2025-09-03,2025-09-22,2025-11-02,2026-09-17,1691.98,15.14,12,Monthly,Medical,Female,24-Jan-1966,Married,5,Transport,42,514.32,0,Savings,EcoCash,Bulawayo YHS6319,0,2025-04-27,2025-05-05,2025-06-18,2026-04-30,4263.78,15.75,12,Weekly,Vehicle,Male,19-Mar-1993,Married,3,Construction,100,734.68,0,None,EcoCash,Harare FDR8571,3,2025-04-21,2025-04-24,2025-06-02,2026-04-19,526.81,16.48,12,Monthly,Medical,Male,20-Jun-1978,Married,0,Informal_Sector,12,180.87,2,Guarantor,EcoCash,Midlands UMU7047,3,2025-09-24,2025-10-04,2025-11-03,2026-04-02,2135.43,11.97,6,Monthly,Personal,Female,16-Aug-1992,Married,2,Government,69,641.44,0,None,OneMoney,Bulawayo FCY4622,1,2025-03-22,2025-04-03,2025-05-04,2025-09-30,2384.63,11.63,6,Monthly,Working_Capital,Male,17-Mar-1996,Married,3,Informal_Sector,,,4,None,Bank_Transfer,Mashonaland_West GMN0416,0,2025-02-28,2025-03-20,2025-04-18,2026-09-11,1960.97,138.16,18,Monthly,Funeral,Male,31-Jan-1980,Single,6,Retail_Trade,53,,2,None,InnBucks,Harare HVO6893,4,2025-03-22,2025-03-23,2025-05-03,2028-03-07,8515.82,69.58,36,Monthly,Equipment,Female,18-Nov-1963,Married,3,Agriculture,,245.02,1,Vehicle,EcoCash,Matabeleland_South ZWR3316,3,2025-05-02,2025-05-20,2025-07-03,2026-11-11,2686.69,16.27,18,Weekly,Personal,Male,17-Jul-1978,Married,6,Retail_Trade,44,,1,Guarantor,InnBucks,Harare FPP0788,2,2025-12-07,2025-12-12,2026-01-18,2026-12-07,4327.65,107.94,12,Bi-Weekly,Equipment,Female,05-Jan-1972,Divorced,,Retail_Trade,38,1062.9,2,Property,Bank_Transfer,Harare SBF5209,0,2025-10-27,2025-11-01,2025-12-08,2026-04-30,6314.87,15.61,6,Bi-Weekly,Wedding,Male,28-Dec-1985,Married,2,Mining,82,1083.24,0,None,Bank_Transfer,Mashonaland_East FCJ4472,0,2025-08-18,2025-09-04,2025-10-01,2026-03-03,4723.46,142.91,6,Monthly,Farming_Inputs,Male,01-Aug-1998,Married,3,NGO,14,929.08,1,Property,Bank_Transfer,Manicaland KMK8317,3,2025-02-10,2025-02-16,2025-03-26,2027-02-06,307.07,10.86,24,Monthly,Personal,Male,12-Oct-1973,Married,3,Informal_Sector,46,136.81,3,None,Cash,Masvingo YGK4233,0,2025-03-18,2025-04-02,2025-04-27,2025-09-29,2520.64,13.88,6,Weekly,Vehicle,Male,10-Sep-1993,Married,3,,78,293.2,2,Vehicle,EcoCash,Harare VDZ0820,1,2025-03-20,2025-04-02,2025-05-11,2026-03-28,4640.67,109.36,12,Weekly,Business_Expansion,Male,21-Feb-1967,Married,7,Agriculture,168,320.13,1,Vehicle,EcoCash,Harare EWA2578,1,2025-10-23,2025-11-03,2025-12-13,2027-10-24,16143.25,136.73,24,Monthly,Equipment,Female,22-Jul-2002,Divorced,0,Mining,8,742.26,1,Guarantor,OneMoney,Bulawayo API8763,3,2025-09-14,2025-09-21,2025-10-19,2026-09-16,1468.23,11.61,12,Monthly,Personal,Male,25-Jun-2002,Single,0,Agriculture,11,473.82,2,Savings,EcoCash,Midlands NSQ5830,1,2025-11-26,2025-12-04,2025-12-28,2027-11-24,8258.38,146.72,24,Monthly,Stock_Purchase,Male,16-Apr-1973,Widowed,,Transport,,785.73,0,Guarantor,OneMoney,Harare XIV6334,4,2025-02-09,2025-02-28,2025-03-28,2028-02-13,27574.96,15.77,36,Monthly,Home_Improvement,Female,25-Aug-1975,Married,3,Finance,39,1111.22,0,Vehicle,Bank_Transfer,Matabeleland_South RYE8536,4,2025-04-10,2025-05-01,2025-06-11,2028-04-15,4336.51,14.88,36,Weekly,Vehicle,Female,30-Nov-1988,Married,3,Transport,30,177.56,1,Guarantor,Bank_Transfer,Midlands BYZ2502,0,2025-10-05,2025-10-13,2025-11-12,2027-04-06,7373.14,112.95,18,Monthly,Personal,Female,24-Feb-1986,Widowed,2,Telecom,19,,0,None,EcoCash,Mashonaland_East CVW3012,3,2025-10-23,2025-11-06,2025-12-21,2027-04-30,2047.28,15.16,18,Monthly,School_Fees,Female,13-Mar-1963,Married,3,Education,130,649.93,1,None,EcoCash,Mashonaland_East XSP9376,5,2025-07-18,2025-07-30,2025-08-28,2025-10-28,306.0,157.6,3,Bi-Weekly,Personal,Male,08-Dec-1994,Married,2,Informal_Sector,9,167.72,4,None,OneMoney,Mashonaland_East DPX6274,1,2025-07-09,2025-07-11,2025-08-19,2027-07-01,2637.33,126.1,24,Monthly,Business_Expansion,Male,13-Feb-1995,Single,2,Informal_Sector,21,179.13,1,Livestock,EcoCash,Mashonaland_East YAV7462,2,2025-01-07,2025-01-16,2025-02-19,2026-07-10,5992.08,98.62,18,Monthly,Livestock,Male,13-May-1968,Married,7,Mining,145,723.49,0,Savings,Bank_Transfer,Masvingo TCX1554,0,2025-03-15,2025-03-29,2025-04-28,2025-09-25,2677.83,96.68,6,Bi-Weekly,Personal,Male,22-Feb-1972,Married,3,Retail_Trade,99,333.97,0,Guarantor,EcoCash,Bulawayo OSC7642,3,2025-10-19,2025-10-24,2025-11-28,2027-04-17,1938.19,14.3,18,Monthly,School_Fees,Male,26-May-1985,Married,4,Finance,45,684.94,0,Guarantor,InnBucks,Harare BZL4977,3,2025-11-17,2025-11-23,2025-12-21,2027-11-13,2560.43,17.9,24,Monthly,Medical,Male,15-Jun-1986,Married,3,Government,191,877.05,4,Guarantor,EcoCash,Mashonaland_East GWJ7994,1,2025-03-29,2025-04-03,2025-05-17,2026-09-25,17831.97,14.98,18,Bi-Weekly,,Male,20-Jan-1967,Married,6,Retail_Trade,,912.69,5,Guarantor,Bank_Transfer,Mashonaland_Central JLQ1365,5,2026-02-18,2026-02-24,2026-03-27,2026-08-23,397.85,113.66,6,Monthly,Personal,Male,06-Apr-1996,Divorced,1,Manufacturing,,469.27,1,None,Cash,Manicaland BHN2813,3,2025-02-13,2025-02-14,2025-03-11,2027-02-04,915.81,97.47,24,Monthly,School_Fees,Female,15-Feb-2005,Single,,Transport,12,378.57,4,None,Bank_Transfer,Mashonaland_West BKI1459,1,2025-10-20,2025-11-05,2025-12-18,2027-04-29,7403.8,131.02,18,Monthly,Working_Capital,Female,09-Aug-1992,Married,4,Manufacturing,66,652.47,1,Vehicle,Cash,Mashonaland_West WBD6906,0,2025-10-01,2025-10-06,2025-11-18,2026-04-04,4114.55,93.47,6,Monthly,Personal,Male,08-Jan-1997,Married,4,Government,61,456.54,2,Guarantor,Bank_Transfer,Midlands RNM5558,2,2025-06-16,2025-06-18,2025-07-28,2026-12-10,3251.87,98.42,18,Monthly,Farming_Inputs,Female,22-Apr-1998,Married,1,Government,26,492.18,4,,Cash,Manicaland OSX5974,2,2025-03-09,2025-03-30,2025-05-05,2026-09-21,2535.39,94.86,18,Monthly,Working_Capital,Male,26-Nov-1971,Married,3,Agriculture,,301.59,0,Livestock,EcoCash,Mashonaland_West OVX5430,3,2024-12-24,2025-01-02,2025-02-08,2026-06-26,778.3,15.25,18,Monthly,School_Fees,Female,27-Jun-1981,Married,2,Manufacturing,48,264.2,1,Guarantor,EcoCash,Mashonaland_West IJG8643,1,2025-05-06,2025-05-10,2025-06-16,2025-11-06,1523.36,13.57,6,Monthly,Business_Expansion,Female,07-Mar-1987,Single,,Agriculture,29,272.39,1,None,Cash,Matabeleland_North MER4585,5,2025-05-27,2025-06-03,2025-07-02,2025-09-01,461.61,152.12,3,Weekly,Medical,Male,16-Sep-1963,Married,7,Retail_Trade,31,328.27,3,Savings,EcoCash,Mashonaland_West YGH0528,0,2025-01-27,2025-02-17,2025-03-15,2025-05-18,3517.6,104.94,3,Monthly,Farming_Inputs,Male,20-Jun-1996,Single,5,Retail_Trade,45,578.49,1,None,Cash,Harare MXN5427,3,2025-10-27,2025-11-03,2025-11-28,2026-10-29,2620.78,14.96,12,Monthly,School_Fees,Female,12-Nov-1968,Single,6,Transport,44,883.8,2,None,EcoCash,Mashonaland_West IFD3298,4,2025-04-04,2025-04-08,2025-05-13,2028-03-23,5847.0,94.68,36,Weekly,Equipment,Male,29-May-1969,Widowed,5,Informal_Sector,,250.31,2,Vehicle,Cash,Mashonaland_East WNY9805,4,2025-11-12,2025-12-03,2026-01-10,2028-11-17,2979.42,16.32,36,Bi-Weekly,Vehicle,Female,22-Sep-1989,Single,3,Informal_Sector,31,152.56,0,,Bank_Transfer,Mashonaland_Central NOL8760,2,2026-01-23,2026-02-09,2026-03-07,2026-08-08,2203.01,118.06,6,Monthly,Livestock,Female,25-Jan-1979,Divorced,4,Mining,,623.91,0,Vehicle,OneMoney,Harare HRT4289,1,2025-05-09,2025-05-29,2025-07-09,2026-11-20,2989.19,88.9,18,Monthly,Equipment,Male,16-Sep-1983,Divorced,1,Healthcare,121,255.97,3,Savings,Bank_Transfer,Manicaland FTM3729,1,2025-02-13,2025-02-14,2025-03-19,2025-08-13,9532.64,103.63,6,Monthly,Stock_Purchase,Male,02-Jul-1976,Married,6,Mining,,1025.6,2,Property,EcoCash,Harare JPA1525,1,2025-05-18,2025-06-07,2025-07-10,2026-11-29,3773.11,14.24,18,Monthly,Equipment,Male,15-Jul-1993,Married,3,Retail_Trade,117,228.32,2,None,OneMoney,Harare AAC4913,0,2025-10-07,2025-10-18,2025-12-02,2026-04-16,3458.55,92.09,6,Monthly,Stock_Purchase,Female,11-Jul-1967,Married,3,Construction,111,524.7,1,None,Cash,Mashonaland_East GTA1400,0,2025-12-29,2026-01-09,2026-02-14,2026-07-08,1488.23,,6,Monthly,Personal,Female,22-Nov-1971,Divorced,6,Retail_Trade,55,564.02,2,Guarantor,EcoCash,Midlands ENL6464,1,2025-10-07,2025-10-28,2025-12-04,2026-10-23,1110.27,17.27,12,Monthly,Business_Expansion,Male,04-Feb-1973,Married,6,Informal_Sector,23,76.53,0,None,Bank_Transfer,Bulawayo CHE9991,2,2025-02-09,2025-02-27,2025-03-27,2027-02-17,3009.42,10.72,24,Monthly,Equipment,Male,23-Nov-1994,Married,3,,,392.0,2,Guarantor,Bank_Transfer,Mashonaland_East XDY1278,2,2025-06-29,2025-07-04,2025-08-09,2026-06-29,4171.42,15.14,12,Monthly,Livestock,Male,03-Apr-2003,Married,0,Construction,7,328.24,3,None,Cash,Mashonaland_Central MVZ9561,3,2026-02-17,2026-02-23,2026-04-01,2027-02-18,735.68,15.14,12,Monthly,Personal,Male,04-May-2003,Single,1,,18,208.47,1,Guarantor,Bank_Transfer,Harare NGC4607,1,2025-08-21,2025-09-06,2025-10-03,2028-08-21,2147.95,12.25,36,Bi-Weekly,Business_Expansion,Male,05-Jan-1982,Single,1,Agriculture,80,273.3,1,Property,Cash,Matabeleland_North BSB1812,5,2025-02-28,2025-03-06,2025-03-31,2025-04-05,792.68,161.52,1,Monthly,Funeral,Male,16-Jul-1960,Married,2,Construction,51,,4,None,Cash,Mashonaland_East GCQ9238,0,2025-11-08,2025-11-28,2025-12-28,2026-02-26,809.83,17.44,3,Weekly,Rent,Female,24-Mar-1970,Married,4,Informal_Sector,26,91.16,0,None,EcoCash,Matabeleland_South QBW1615,5,2025-10-17,2025-10-30,2025-11-28,2025-12-29,300.2,151.63,2,Weekly,Rent,Male,28-Dec-1995,Married,5,Government,89,271.95,2,Guarantor,EcoCash,Harare OJO8099,3,2025-05-02,2025-05-11,2025-06-19,2026-11-02,1174.48,14.84,18,Monthly,Personal,Male,29-Oct-1997,Married,,Education,67,353.3,0,,Cash,Harare OUX2052,1,2025-11-24,2025-12-10,2026-01-08,2027-11-30,6686.49,118.02,24,Monthly,Working_Capital,Female,06-Dec-1994,Single,2,Mining,118,1128.63,3,Vehicle,EcoCash,Bulawayo MWX6680,1,2026-01-25,2026-02-02,2026-02-27,2027-01-28,5145.02,86.6,12,Bi-Weekly,Working_Capital,Male,24-Sep-1978,Married,3,Healthcare,85,367.93,1,Property,Cash,Mashonaland_West AXZ0961,0,2025-07-05,2025-07-22,2025-08-20,2027-07-12,1150.86,166.06,24,Monthly,Medical,Male,13-Mar-1995,Married,1,Retail_Trade,35,301.87,0,Guarantor,EcoCash,Harare XPN8077,1,2025-06-04,2025-06-24,2025-08-07,2025-12-21,3134.08,14.63,6,Monthly,Stock_Purchase,Female,19-Nov-1976,Single,5,Informal_Sector,43,391.25,2,Guarantor,EcoCash,Mashonaland_West FZL1982,2,2025-09-21,2025-10-02,2025-11-11,2026-09-27,3380.72,93.53,12,Bi-Weekly,Livestock,Female,05-Oct-1965,Married,5,Government,116,274.4,2,Livestock,InnBucks,Mashonaland_West WIC9070,5,2025-09-18,2025-09-21,2025-10-24,2025-12-20,1468.73,153.23,3,Bi-Weekly,Medical,Female,16-Dec-2005,Single,2,NGO,14,985.3,0,,InnBucks,Harare HDF3459,2,2025-06-17,2025-06-21,2025-08-03,2026-06-16,3206.81,72.09,12,Monthly,Working_Capital,Male,04-Jul-1970,Widowed,,Retail_Trade,57,606.32,5,Vehicle,Bank_Transfer,Harare NGD0004,0,2026-01-26,2026-01-29,2026-02-26,2028-01-19,1232.76,105.35,24,Monthly,Debt_Consolidation,Female,07-Oct-1982,Married,5,Education,71,502.8,0,None,EcoCash,Mashonaland_West TGG3926,4,2025-06-25,2025-07-05,2025-07-28,2028-06-19,25123.17,17.18,36,Monthly,Home_Improvement,Female,03-May-1997,Single,1,Retail_Trade,18,1058.99,0,Vehicle,OneMoney,Manicaland IGK0243,1,2026-01-06,2026-01-27,2026-03-08,2027-07-21,15722.35,12.74,18,Weekly,Business_Expansion,Male,21-Oct-1971,Widowed,0,Mining,69,1345.6,4,Property,EcoCash,Mashonaland_Central BGV2526,5,2026-02-20,2026-02-26,2026-03-23,2026-03-28,713.09,128.66,1,Monthly,Rent,Female,21-May-2001,Married,4,Retail_Trade,16,544.92,2,None,InnBucks,Masvingo BLC9364,0,2025-05-04,2025-05-11,2025-06-24,2026-05-06,5512.28,131.16,12,Monthly,Debt_Consolidation,Male,26-Oct-1993,Widowed,1,Mining,127,783.46,1,Guarantor,InnBucks,Mashonaland_Central OFD7539,4,2026-01-17,2026-01-22,2026-03-01,2027-07-16,3219.75,18.44,18,Monthly,Vehicle,Male,15-Sep-1990,Married,6,Construction,29,139.1,1,None,EcoCash,Bulawayo OAH1823,3,2025-07-17,2025-07-19,2025-08-24,2027-01-10,1742.73,16.22,18,Monthly,School_Fees,Male,29-Sep-1960,Single,4,Education,124,341.17,2,None,Cash,Bulawayo NQZ4084,4,2025-05-11,2025-05-12,2025-06-24,2029-04-21,5166.2,15.38,48,Monthly,Equipment,Male,25-May-1993,Single,1,Informal_Sector,45,176.13,1,Property,Cash,Midlands IYX3416,1,2025-01-23,2025-02-02,2025-03-14,2026-01-28,8182.12,13.96,12,Monthly,Working_Capital,Female,14-Sep-2002,Married,0,Retail_Trade,35,566.22,0,Guarantor,EcoCash,Matabeleland_South HDQ2252,5,2025-10-01,2025-10-09,2025-11-18,2026-01-07,417.25,16.99,3,Bi-Weekly,Funeral,Male,25-Jan-1964,Married,0,Manufacturing,83,272.04,0,Vehicle,Cash,Matabeleland_North VBY5671,0,2026-02-11,2026-02-23,2026-03-21,2027-02-18,4561.97,172.5,12,Weekly,Personal,Female,31-Jul-1984,Divorced,2,Telecom,82,1000.5,2,,EcoCash,Harare LCW1193,2,2025-09-05,2025-09-15,2025-10-24,2026-03-14,1936.3,9.9,6,Monthly,Farming_Inputs,Male,23-Dec-1990,Single,2,Agriculture,47,180.36,0,Property,OneMoney,Bulawayo TNU8061,1,2025-10-27,2025-11-15,2025-12-15,2028-10-30,8038.69,106.79,36,Monthly,Business_Expansion,Male,04-May-1985,Married,6,Construction,110,707.88,3,,EcoCash,Harare LKL6935,0,2025-03-28,2025-04-11,2025-05-06,2025-10-08,3005.65,18.13,6,Weekly,Personal,Female,02-Dec-1982,Divorced,4,Transport,53,573.51,0,Property,EcoCash,Bulawayo SUS3751,1,2025-02-23,2025-02-26,2025-04-06,2026-02-21,22445.68,94.47,12,Monthly,Business_Expansion,Female,03-Feb-1982,Widowed,1,Healthcare,,,1,Livestock,EcoCash,Mashonaland_West VGW0131,1,2025-05-28,2025-06-06,2025-07-19,2027-05-27,1616.35,107.06,24,Monthly,Business_Expansion,Female,10-Apr-1999,Divorced,3,Retail_Trade,18,160.49,4,Guarantor,InnBucks,Midlands WZM8088,2,2026-01-08,2026-01-16,2026-02-17,2026-10-13,1741.35,73.35,9,Monthly,Farming_Inputs,Male,07-Jul-1973,Widowed,4,Informal_Sector,19,384.48,0,Livestock,OneMoney,Bulawayo MYJ2040,1,2025-12-05,2025-12-20,2026-01-18,2026-12-15,7844.84,120.47,12,Bi-Weekly,Working_Capital,Male,19-Jun-1972,Married,,Agriculture,49,407.89,4,Vehicle,Bank_Transfer,Harare KPI8713,1,2025-05-23,2025-06-13,2025-07-24,2026-06-08,1661.89,14.58,12,Bi-Weekly,Equipment,Male,23-Feb-1977,Married,3,Informal_Sector,11,108.0,0,None,Bank_Transfer,Harare HAY6713,3,2025-03-12,2025-03-30,2025-04-27,2026-03-25,3445.2,13.92,12,Bi-Weekly,Debt_Consolidation,Female,25-Jul-2003,Single,1,,11,1046.18,2,None,Bank_Transfer,Masvingo DZA1378,0,2026-02-06,2026-02-12,2026-03-23,2026-05-13,2166.86,91.66,3,Monthly,Working_Capital,Male,22-May-1969,Single,4,Healthcare,55,423.08,3,Vehicle,Cash,Matabeleland_South KEE7365,3,2025-07-17,2025-07-22,2025-08-24,2026-07-17,2167.88,14.77,12,Bi-Weekly,Rent,Male,17-Jun-1997,Single,2,Transport,49,653.55,2,Savings,EcoCash,Midlands OWA8647,3,2025-09-02,2025-09-13,2025-10-09,2026-09-08,404.6,14.93,12,Bi-Weekly,Medical,Female,21-Feb-1980,Single,3,Informal_Sector,22,86.44,0,Guarantor,Bank_Transfer,Mashonaland_West TUJ0235,0,2025-07-15,2025-07-19,2025-08-19,2027-01-10,1090.33,109.96,18,Monthly,Medical,Female,17-Apr-1995,Single,2,Construction,4,333.31,6,None,EcoCash,Bulawayo ITC8151,4,2024-12-30,2025-01-15,2025-02-21,2027-12-31,15317.61,19.09,36,Monthly,Equipment,Female,22-Jan-1974,Married,5,Manufacturing,58,763.07,1,Savings,Cash,Masvingo IFG6313,0,2025-11-29,2025-12-20,2026-01-23,2027-12-10,858.8,121.28,24,Monthly,Personal,Male,02-Nov-1972,Married,5,Agriculture,68,396.9,1,Vehicle,InnBucks,Manicaland MOK3205,1,2025-07-01,2025-07-07,2025-08-08,2027-06-27,1986.78,105.93,24,Monthly,Business_Expansion,Female,11-Jan-1997,Married,3,Agriculture,23,129.27,0,None,Bank_Transfer,Mashonaland_West FTY6144,0,2025-01-16,2025-01-30,2025-03-03,2025-04-30,3468.07,134.39,3,Monthly,School_Fees,Male,30-Sep-1963,Divorced,2,Retail_Trade,76,498.99,0,Savings,Cash,Mashonaland_West KOA3700,0,2025-02-17,2025-02-24,2025-04-05,2027-02-14,1727.0,148.95,24,Monthly,Personal,Male,26-Dec-1984,Married,5,Informal_Sector,,222.86,0,None,Bank_Transfer,Harare PYP7703,0,2025-07-07,2025-07-26,2025-09-04,2026-01-22,1589.79,16.72,6,Bi-Weekly,Wedding,Male,28-Oct-1985,Married,4,Informal_Sector,23,299.44,1,Livestock,InnBucks,Matabeleland_South LHC5900,4,2025-01-06,2025-01-19,2025-02-18,2027-01-09,34713.11,17.18,24,Monthly,Vehicle,Male,07-Apr-1998,Divorced,3,Finance,,1928.0,1,Vehicle,Bank_Transfer,Masvingo JGZ2115,1,2025-09-07,2025-09-13,2025-10-20,2028-08-28,4889.49,13.52,36,Monthly,Business_Expansion,Male,01-Oct-1962,Married,5,Agriculture,37,277.96,0,Livestock,Bank_Transfer,Harare UNI1663,3,2025-02-25,2025-03-08,2025-04-22,2027-02-26,1324.95,16.9,24,Monthly,Personal,Female,30-May-2001,Married,1,Agriculture,14,382.5,1,Guarantor,Bank_Transfer,Mashonaland_West ZFG6509,4,2025-01-23,2025-02-11,2025-03-09,2029-01-21,10364.36,16.43,48,Monthly,Vehicle,Male,02-Mar-1961,Married,1,Education,28,779.32,1,Guarantor,OneMoney,Bulawayo UNE9379,0,2025-05-09,2025-05-18,2025-07-01,2026-05-13,4566.4,16.56,12,Bi-Weekly,Farming_Inputs,Male,16-Jan-1995,Married,3,Manufacturing,109,939.84,0,Livestock,Bank_Transfer,Harare XYH6411,4,2025-03-23,2025-04-04,2025-05-05,2029-03-14,20944.57,17.18,48,Monthly,Home_Improvement,Female,25-May-2006,Single,1,NGO,12,1246.64,5,Property,EcoCash,Midlands QTW5754,5,2025-06-18,2025-07-09,2025-08-18,2025-10-07,388.9,110.86,3,Weekly,Rent,Male,25-Oct-1996,Single,5,Agriculture,9,265.96,1,None,EcoCash,Mashonaland_East FSO3694,1,2026-01-02,2026-01-13,2026-02-26,2028-12-28,6728.49,13.45,36,Monthly,Equipment,Male,23-Nov-1993,Married,2,Informal_Sector,2,330.78,3,Guarantor,Bank_Transfer,Mashonaland_Central HOY4148,1,2025-09-23,2025-10-02,2025-11-04,2028-09-16,29058.06,134.54,36,Monthly,Stock_Purchase,Male,21-Dec-2006,Married,2,Telecom,5,2187.49,0,Vehicle,EcoCash,Mashonaland_East VFR5550,0,2025-11-07,2025-11-09,2025-12-21,2027-05-03,930.6,15.39,18,Monthly,Farming_Inputs,Male,20-Aug-1990,Married,5,Agriculture,144,259.14,3,None,EcoCash,Midlands RJC9683,3,2025-02-25,2025-03-09,2025-04-12,2026-03-04,1358.57,14.75,12,Monthly,Personal,Male,27-Mar-1978,Widowed,5,Healthcare,59,308.4,0,None,Bank_Transfer,Mashonaland_Central JMP4506,0,2025-04-16,2025-05-04,2025-06-08,2025-08-02,1627.0,97.77,3,Monthly,Livestock,Male,12-Jan-1978,Single,6,Informal_Sector,,252.31,6,None,EcoCash,Matabeleland_North EZN3332,2,2025-12-19,2025-12-26,2026-01-26,2026-09-22,1486.26,11.45,9,Bi-Weekly,Farming_Inputs,Female,12-Jan-1994,Married,4,Informal_Sector,23,113.59,4,Livestock,Cash,Manicaland ECU2366,0,2026-02-12,2026-02-24,2026-03-25,2028-02-14,500.48,107.16,24,Monthly,Wedding,Male,20-May-1982,Married,5,Agriculture,83,226.76,2,,Bank_Transfer,Mashonaland_West OQI9772,0,2025-09-03,2025-09-14,2025-10-28,2025-12-13,1788.49,17.36,3,Monthly,Rent,Female,31-Jul-1982,Married,3,Retail_Trade,116,436.52,4,,Cash,Mashonaland_East DEG0862,3,2025-11-30,2025-12-13,2026-01-26,2027-06-06,7914.71,16.87,18,Monthly,Medical,Female,28-Feb-1997,Married,0,Finance,41,2224.74,0,Guarantor,Cash,Harare IZU0386,2,2025-08-09,2025-08-14,2025-09-13,2026-05-11,4222.32,81.14,9,Weekly,Farming_Inputs,Female,16-Aug-1966,Married,2,Construction,45,509.0,1,Property,Cash,Matabeleland_South TGE4171,0,2025-11-16,2025-12-03,2026-01-09,2026-06-01,3410.01,80.12,6,Monthly,Working_Capital,Male,23-Nov-1965,Married,6,NGO,20,,0,Guarantor,EcoCash,Harare HGU0195,1,2026-02-11,2026-02-23,2026-04-09,2027-02-18,1989.29,13.96,12,Monthly,Working_Capital,Male,15-Oct-2006,Single,1,Agriculture,8,186.45,0,Livestock,EcoCash,Manicaland HYW1345,3,2026-02-17,2026-02-24,2026-04-05,2027-02-19,3505.6,17.75,12,Monthly,School_Fees,Male,01-Feb-2002,Single,1,Telecom,25,1220.2,3,Property,EcoCash,Masvingo KWJ9347,1,2025-01-30,2025-02-05,2025-03-08,2028-01-21,1944.56,13.02,36,Weekly,Stock_Purchase,Male,11-Oct-1995,Married,3,Government,123,,7,None,Bank_Transfer,Harare NEN7347,2,2024-12-27,2025-01-15,2025-02-18,2026-01-10,2606.65,94.01,12,Monthly,Farming_Inputs,Male,31-Jan-1977,Married,2,Retail_Trade,58,487.63,0,None,Bank_Transfer,Bulawayo FWV5794,0,2025-03-28,2025-04-10,2025-05-18,2025-10-07,809.44,85.25,6,Monthly,Rent,Female,21-Feb-1994,Married,2,Education,62,529.43,4,None,Bank_Transfer,Mashonaland_Central AME1301,1,2024-12-20,2025-01-08,2025-02-06,2025-07-07,10981.56,109.09,6,Monthly,Working_Capital,Female,28-May-1983,Married,2,Retail_Trade,27,589.14,2,Livestock,EcoCash,Harare YHQ2814,1,2026-02-08,2026-02-22,2026-04-02,2027-02-17,16994.11,13.24,12,Bi-Weekly,Working_Capital,Male,27-May-2000,Widowed,3,Retail_Trade,6,712.81,2,Savings,EcoCash,Mashonaland_West STY4964,0,2025-08-20,2025-09-01,2025-09-26,2026-08-27,17396.86,16.37,12,Monthly,Vehicle,,04-Feb-1979,Married,5,Finance,60,2234.37,1,Savings,EcoCash,Harare DRD8345,0,2025-03-27,2025-04-11,2025-05-14,2025-10-08,6546.03,114.85,6,Monthly,Livestock,Male,22-Mar-1976,Divorced,6,Mining,136,959.3,4,,Bank_Transfer,Mashonaland_Central JRK6366,2,2025-06-08,2025-06-20,2025-07-23,2027-06-10,9986.5,101.65,24,Monthly,Working_Capital,Female,19-Nov-2004,Single,,Government,41,828.54,0,Savings,Cash,Harare NYD0866,2,2025-08-13,2025-09-02,2025-10-02,2026-08-28,2267.9,12.13,12,Monthly,Livestock,Male,28-Jan-1982,Divorced,1,Education,31,313.97,0,None,InnBucks,Masvingo CFQ2102,4,2026-01-07,2026-01-14,2026-02-14,2027-07-08,10484.43,19.5,18,Monthly,Equipment,Male,16-Sep-1967,Divorced,3,NGO,110,676.55,3,Livestock,Cash,Harare VOS7787,0,2025-07-28,2025-07-31,2025-09-03,2027-07-21,257.17,17.69,24,Monthly,Business_Expansion,Male,17-May-1974,Married,5,Informal_Sector,11,83.31,3,None,EcoCash,Masvingo ZGN3501,3,2025-12-29,2026-01-13,2026-02-13,2027-01-08,838.15,16.85,12,Weekly,Rent,Male,18-Mar-1982,Widowed,7,Manufacturing,66,,0,None,InnBucks,Masvingo VIU6738,3,2025-12-08,2025-12-23,2026-01-22,2027-12-13,1388.06,14.55,24,Bi-Weekly,Medical,Male,26-Jun-1969,Married,3,Transport,19,,2,None,EcoCash,Mashonaland_West OEJ7985,0,2025-06-12,2025-06-26,2025-07-28,2027-06-16,1122.26,14.59,24,Monthly,Rent,Male,16-Feb-1957,Divorced,1,Education,83,236.59,1,Savings,EcoCash,Mashonaland_East QVP6329,0,2025-06-07,2025-06-25,2025-08-09,2026-12-17,2223.51,18.82,18,Weekly,Rent,Female,20-Dec-1990,Married,2,Retail_Trade,19,,0,Guarantor,Bank_Transfer,Harare EJE3330,3,2025-07-25,2025-08-14,2025-09-12,2026-08-09,3479.64,16.63,12,Monthly,School_Fees,Female,23-Oct-1992,Married,0,Telecom,90,920.67,2,Guarantor,Bank_Transfer,Harare NZV9061,2,2025-01-11,2025-01-16,2025-02-26,2025-07-15,2214.36,115.62,6,Monthly,Working_Capital,Male,11-Dec-1979,Married,0,Government,197,263.21,2,Vehicle,Bank_Transfer,Bulawayo KZF6644,2,2025-10-23,2025-11-05,2025-12-07,2026-05-04,1312.19,11.38,6,Monthly,Equipment,Male,18-Oct-1973,Married,2,Construction,99,244.12,2,None,Cash,Manicaland OCA2457,0,2025-06-20,2025-07-05,2025-08-09,2025-10-03,2925.94,88.4,3,Monthly,Equipment,Female,09-Aug-1994,Married,5,Agriculture,101,410.33,4,None,EcoCash,Mashonaland_East NKJ4924,3,2025-07-22,2025-08-12,2025-09-12,2026-02-08,1361.61,13.93,6,Monthly,Medical,Female,14-May-1976,Single,4,Transport,14,336.51,4,None,InnBucks,Bulawayo SLS1109,3,2025-08-30,2025-09-20,2025-11-04,2026-09-15,1212.6,13.69,12,Monthly,Medical,Male,25-Apr-1997,Married,4,Education,24,349.36,2,Property,EcoCash,Harare BID8669,3,2025-07-13,2025-07-20,2025-08-15,2026-07-15,4948.02,11.76,12,Bi-Weekly,Rent,Female,18-Aug-1980,Divorced,2,Healthcare,118,990.68,0,None,InnBucks,Harare AMX9569,1,2024-12-15,2025-01-02,2025-02-13,2026-06-26,7092.39,116.2,18,Monthly,Business_Expansion,Male,19-May-1968,Single,1,Retail_Trade,9,706.89,0,Property,Bank_Transfer,Harare AKU8460,0,2025-03-24,2025-04-02,2025-05-16,2026-09-24,3974.59,144.43,18,Bi-Weekly,Equipment,Male,12-Jul-1996,Widowed,,Retail_Trade,76,535.54,2,None,Bank_Transfer,Harare RVB6841,0,2026-02-10,2026-02-19,2026-03-24,2027-08-13,495.63,155.59,18,Weekly,Medical,Female,25-Mar-2008,Married,1,Agriculture,3,101.47,3,None,Bank_Transfer,Mashonaland_Central BJP9895,2,2025-03-16,2025-03-17,2025-05-01,2026-03-12,3217.69,76.17,12,Monthly,Livestock,Male,17-Oct-1996,Single,3,Government,70,611.93,3,Savings,Bank_Transfer,Harare NUI4528,0,2025-10-26,2025-10-30,2025-11-26,2026-04-28,1110.6,97.04,6,Monthly,Working_Capital,Female,25-Jan-1967,Single,4,Retail_Trade,31,231.56,2,Guarantor,Bank_Transfer,Midlands YLV9127,3,2025-08-05,2025-08-20,2025-09-17,2026-02-16,2861.25,12.37,6,Monthly,Rent,Female,11-Feb-2006,Divorced,0,,12,959.72,2,Savings,Bank_Transfer,Mashonaland_West NRU0188,1,2025-02-24,2025-03-15,2025-04-28,2026-03-10,3486.86,12.64,12,Monthly,Business_Expansion,Female,03-Aug-1983,Married,4,Agriculture,135,267.58,1,Savings,EcoCash,Harare MSB7840,2,2026-01-20,2026-02-03,2026-03-16,2026-10-31,12378.3,15.02,9,Monthly,Working_Capital,Female,13-Nov-1985,Married,3,Government,166,693.63,2,Livestock,Bank_Transfer,Harare OUZ2583,5,2025-09-07,2025-09-08,2025-10-19,2025-12-07,650.75,111.58,3,Weekly,Personal,Female,02-Oct-1992,Married,5,Informal_Sector,17,242.5,1,None,EcoCash,Mashonaland_West IBB3805,1,2026-01-23,2026-02-01,2026-03-12,2027-01-27,4375.07,109.87,12,Monthly,Stock_Purchase,Male,24-Jul-1964,Married,4,Informal_Sector,57,182.49,1,None,EcoCash,Mashonaland_West SAZ9515,3,2026-01-27,2026-01-30,2026-03-03,2027-07-24,1779.42,17.67,18,Bi-Weekly,Debt_Consolidation,Female,23-Sep-1965,Married,2,Healthcare,94,513.61,5,Guarantor,Bank_Transfer,Mashonaland_Central CVL2907,1,2025-06-08,2025-06-14,2025-07-19,2026-12-06,4494.8,16.35,18,Bi-Weekly,Working_Capital,Male,18-Oct-1983,Divorced,4,Informal_Sector,19,168.89,0,None,Cash,Harare QUY5674,0,2025-09-18,2025-09-22,2025-10-23,2026-03-21,896.63,98.34,6,Monthly,School_Fees,Female,26-Apr-1997,Single,3,Agriculture,89,,1,Property,InnBucks,Bulawayo DGM8734,1,2026-01-02,2026-01-10,2026-02-04,2027-01-05,1354.22,102.33,12,Monthly,Stock_Purchase,Female,16-Jun-2006,Single,1,Agriculture,7,170.78,4,None,EcoCash,Harare EXD0090,3,2025-10-15,2025-11-02,2025-12-04,2026-10-28,715.22,14.69,12,Weekly,Rent,Male,31-Dec-1993,Married,2,Construction,59,,0,None,OneMoney,Bulawayo JLL6388,0,2025-09-19,2025-10-01,2025-10-26,2026-09-26,9055.0,119.92,12,Weekly,Debt_Consolidation,Female,30-May-1973,Widowed,6,Telecom,40,,0,None,Bank_Transfer,Harare XPI0088,4,2025-08-04,2025-08-16,2025-09-20,2027-08-06,3667.35,18.33,24,Bi-Weekly,Home_Improvement,Male,13-Apr-1968,Married,0,Informal_Sector,12,185.3,4,Vehicle,Cash,Manicaland FFS4989,5,2025-10-02,2025-10-05,2025-11-18,2026-04-03,291.19,181.77,6,Monthly,Rent,Male,10-Jul-1992,Single,2,Agriculture,52,183.68,2,Property,EcoCash,Bulawayo FKX1094,2,2025-06-02,2025-06-08,2025-07-10,2026-03-05,13046.31,94.23,9,Monthly,Farming_Inputs,,05-Dec-2004,Single,0,NGO,17,1384.85,0,Livestock,EcoCash,Manicaland HOS1189,4,2025-07-23,2025-07-31,2025-09-07,2029-07-10,6819.31,17.45,48,Monthly,Home_Improvement,Male,13-Sep-1988,Single,,Transport,19,,0,None,OneMoney,Harare DMC9213,4,2025-08-19,2025-09-07,2025-10-09,2026-09-02,6736.41,17.07,12,Weekly,Vehicle,Male,14-Mar-2004,Single,,,,543.91,0,Property,Bank_Transfer,Harare USS8184,0,2025-09-30,2025-10-16,2025-11-28,2027-04-09,2211.78,14.85,18,Monthly,Stock_Purchase,Male,25-Apr-1966,Married,6,Informal_Sector,,,2,Savings,OneMoney,Bulawayo NLR9778,0,2025-01-12,2025-02-02,2025-03-16,2026-01-28,217.48,134.78,12,Bi-Weekly,Debt_Consolidation,Female,14-Aug-1964,Married,5,Informal_Sector,17,72.39,0,Savings,Cash,Matabeleland_North UVB2218,0,2025-01-01,2025-01-10,2025-02-22,2026-01-05,1391.36,156.44,12,Monthly,Wedding,Female,04-Jul-1981,Married,3,Healthcare,80,400.44,0,None,Cash,Harare UOY1581,2,2025-07-23,2025-08-12,2025-09-06,2026-08-07,4386.34,100.11,12,Monthly,Equipment,Female,22-Sep-1982,Married,1,Government,87,853.17,1,Property,Cash,Mashonaland_West YGK7391,0,2026-02-08,2026-02-28,2026-04-03,2026-08-27,2091.92,121.87,6,Monthly,Wedding,Female,02-Nov-1971,Married,4,Transport,45,470.27,0,,EcoCash,Harare EGA6066,4,2025-07-06,2025-07-20,2025-09-03,2028-07-04,1853.0,16.11,36,Monthly,Home_Improvement,Male,01-Oct-1984,Married,2,Agriculture,81,167.64,3,Guarantor,Bank_Transfer,Harare DXI2554,2,2025-02-12,2025-02-13,2025-03-13,2025-11-10,5081.02,109.9,9,Bi-Weekly,,Female,12-Aug-1995,Divorced,6,Retail_Trade,40,333.2,1,Property,Bank_Transfer,Mashonaland_Central JYQ1182,0,2025-03-18,2025-04-03,2025-05-13,2025-07-02,576.33,126.75,3,Monthly,,Female,08-Dec-1990,Married,3,Agriculture,93,252.55,2,Guarantor,EcoCash,Harare TJF7046,0,2025-07-10,2025-07-20,2025-08-28,2027-01-11,3532.88,99.11,18,Monthly,Livestock,Female,28-Apr-1984,Married,5,Manufacturing,44,786.4,3,,InnBucks,Harare HBV3751,2,2025-09-05,2025-09-13,2025-10-08,2026-06-10,6535.32,12.87,9,Monthly,Farming_Inputs,Male,25-Oct-1994,Single,6,Retail_Trade,40,1131.73,0,Guarantor,Bank_Transfer,Harare HIO2881,3,2026-01-02,2026-01-20,2026-02-26,2027-07-14,1399.69,12.31,18,Monthly,Rent,Male,05-Sep-1961,Widowed,6,Informal_Sector,27,355.63,4,None,EcoCash,Bulawayo KKW1949,3,2025-04-08,2025-04-16,2025-05-23,2026-04-11,2626.87,11.84,12,Monthly,Medical,Male,18-Jan-1992,Married,2,Government,43,713.42,1,None,Cash,Mashonaland_West EXO5445,0,2025-07-08,2025-07-11,2025-08-08,2026-07-06,2794.36,140.09,12,Monthly,Farming_Inputs,Female,13-Oct-1969,Married,5,Healthcare,68,855.34,4,None,Cash,Manicaland SHJ8274,4,2025-04-29,2025-05-11,2025-06-06,2029-04-20,5102.87,16.11,48,Monthly,Home_Improvement,Male,28-Nov-2003,Single,1,Agriculture,40,230.36,2,Vehicle,EcoCash,Matabeleland_North PVD6218,2,2025-08-14,2025-08-15,2025-09-16,2026-08-10,2807.52,101.57,12,Weekly,Working_Capital,Female,06-Apr-1982,Married,4,Agriculture,,491.6,0,Livestock,,Harare GBR0983,5,2025-05-23,2025-05-31,2025-06-25,2025-06-30,217.86,168.63,1,Bi-Weekly,Personal,Female,09-Aug-1982,Married,4,Construction,38,276.4,2,Guarantor,EcoCash,Harare QFH9826,1,2025-07-21,2025-07-22,2025-08-22,2026-07-17,2111.08,106.42,12,Monthly,Stock_Purchase,Male,06-Jan-1962,Married,6,Informal_Sector,30,163.83,5,,Bank_Transfer,Harare NKJ6268,2,2025-03-18,2025-04-05,2025-05-06,2026-09-27,10127.65,9.02,18,Monthly,Equipment,Female,14-Aug-1971,Married,6,Government,100,628.77,0,Property,OneMoney,Mashonaland_East LOD1596,0,2026-01-29,2026-02-06,2026-03-09,2026-08-05,8792.01,13.25,6,Monthly,Stock_Purchase,Male,11-Dec-2006,Single,1,NGO,10,1986.69,1,Guarantor,Bank_Transfer,Manicaland KZO1947,3,2025-03-07,2025-03-13,2025-04-11,2027-03-03,2278.71,17.9,24,Monthly,Rent,Female,17-Oct-1967,Divorced,2,Telecom,28,745.17,1,Guarantor,Bank_Transfer,Midlands WJY9773,2,2025-04-10,2025-04-18,2025-05-28,2026-10-10,1410.21,11.04,18,Monthly,Livestock,Female,21-May-2001,Married,4,Agriculture,21,368.36,1,Savings,Cash,Midlands OAB1566,4,2025-07-23,2025-07-27,2025-08-22,2029-07-06,9385.93,116.45,48,Monthly,Home_Improvement,Female,05-Jul-1980,Divorced,3,Agriculture,112,421.16,0,Property,EcoCash,Mashonaland_East ODN6043,3,2025-08-22,2025-09-02,2025-10-17,2027-08-23,1290.09,19.52,24,Monthly,Debt_Consolidation,Male,08-Nov-1971,Married,6,Agriculture,116,296.96,4,Savings,EcoCash,Masvingo LQC3204,3,2025-04-15,2025-04-23,2025-05-26,2025-10-20,409.46,13.79,6,Monthly,School_Fees,Male,13-Mar-1969,Single,3,Agriculture,51,289.5,7,Guarantor,EcoCash,Mashonaland_West FUG0693,1,2025-02-22,2025-02-25,2025-04-04,2028-02-10,18260.5,113.65,36,Monthly,Stock_Purchase,Female,28-Nov-1971,Widowed,2,,52,749.93,3,Guarantor,EcoCash,Mashonaland_West FON4316,0,2025-03-09,2025-03-21,2025-04-26,2026-03-16,11532.19,97.26,12,Monthly,Personal,Female,01-Jun-1974,Widowed,,NGO,45,,1,,Cash,Manicaland QRL2739,0,2025-12-28,2026-01-07,2026-02-04,2026-07-06,1142.99,15.76,6,Monthly,Funeral,Female,25-Feb-1966,Married,6,Manufacturing,157,270.67,8,Savings,EcoCash,Manicaland EUV8682,3,2025-06-07,2025-06-12,2025-07-12,2025-12-09,2052.1,11.3,6,Monthly,Debt_Consolidation,Female,01-Mar-1996,Single,2,Mining,110,642.41,2,None,EcoCash,Harare CPU0483,4,2025-06-22,2025-07-04,2025-08-10,2028-06-18,5760.41,15.82,36,Monthly,Vehicle,Male,15-Jan-1981,Married,3,Education,,370.88,3,Vehicle,EcoCash,Manicaland DBC4185,0,2025-09-02,2025-09-19,2025-10-21,2027-03-13,4772.11,15.12,18,Monthly,School_Fees,Male,16-Sep-1989,Divorced,4,Manufacturing,46,608.66,5,Property,Cash,Manicaland RHI4955,1,2025-05-21,2025-06-06,2025-07-04,2026-06-01,16997.76,108.1,12,Monthly,Stock_Purchase,Male,06-Mar-1984,Married,1,Mining,74,907.79,3,Property,EcoCash,Mashonaland_East DGP8509,0,2025-07-18,2025-08-02,2025-08-28,2025-10-31,373.22,17.47,3,Monthly,School_Fees,Male,06-Feb-1982,Married,,Informal_Sector,6,159.48,6,Vehicle,OneMoney,Mashonaland_West UTG5131,1,2025-06-08,2025-06-13,2025-07-12,2026-06-08,9781.78,12.33,12,Monthly,Business_Expansion,Female,16-Feb-1998,Married,2,Telecom,32,1215.97,2,Guarantor,Bank_Transfer,Manicaland ULJ6592,5,2025-09-27,2025-10-06,2025-11-06,2026-01-04,316.56,149.62,3,Weekly,Medical,Female,02-Feb-1996,Married,2,Informal_Sector,30,294.29,0,Vehicle,Bank_Transfer,Bulawayo BBE5979,0,2025-05-11,2025-05-21,2025-06-20,2025-08-19,942.97,114.3,3,Monthly,Medical,Male,05-Jul-1997,Married,0,Transport,85,201.06,1,None,InnBucks,Mashonaland_Central BBR0750,0,2026-01-26,2026-02-04,2026-03-06,2026-08-03,5230.69,18.36,6,Monthly,Livestock,Male,16-May-1973,Married,4,Manufacturing,29,876.02,5,Savings,InnBucks,Harare RNF0523,0,2025-09-30,2025-10-03,2025-11-06,2026-04-01,3905.01,98.64,6,Monthly,Rent,Female,08-Mar-1997,Widowed,1,Retail_Trade,53,448.65,2,None,EcoCash,Harare RMX0277,4,2025-02-04,2025-02-13,2025-03-25,2026-02-08,21186.86,96.51,12,Monthly,Home_Improvement,Female,02-Dec-2000,Married,5,Construction,6,990.59,1,Guarantor,EcoCash,Harare FHW5229,1,2025-12-24,2026-01-02,2026-02-08,2027-12-23,3390.42,137.48,24,Monthly,Working_Capital,Male,08-Oct-1980,,3,Agriculture,63,263.95,3,None,Bank_Transfer,Harare JAB9481,0,2026-01-22,2026-01-25,2026-03-08,2028-01-15,2040.16,119.05,24,Monthly,Business_Expansion,Female,05-Sep-1960,Married,4,Retail_Trade,76,311.05,2,Property,EcoCash,Matabeleland_North PEX1813,2,2025-01-19,2025-01-22,2025-02-23,2025-10-19,6713.17,91.34,9,Monthly,Livestock,Female,11-Aug-1974,Divorced,2,Retail_Trade,112,894.25,1,Property,EcoCash,Harare KOI3974,1,2025-05-07,2025-05-21,2025-06-28,2026-05-16,3805.28,136.48,12,Monthly,Equipment,Female,28-Apr-1981,,4,Government,132,372.43,3,None,Cash,Harare TCS4563,0,2025-07-19,2025-07-27,2025-09-09,2026-01-23,1965.64,18.4,6,Monthly,Vehicle,Female,10-Jan-1983,Widowed,3,Informal_Sector,28,584.65,2,Savings,EcoCash,Mashonaland_East RBV5707,0,2024-12-22,2025-01-08,2025-02-06,2025-07-07,348.34,107.98,6,Bi-Weekly,Rent,Male,16-Aug-2003,Single,0,Informal_Sector,39,92.44,0,Savings,InnBucks,Mashonaland_East FTH0281,0,2025-04-29,2025-05-11,2025-06-15,2026-05-06,950.17,114.55,12,Monthly,Debt_Consolidation,Male,18-Jan-1985,Married,2,Agriculture,34,215.27,0,None,Cash,Mashonaland_Central UAH5815,0,2025-10-28,2025-11-05,2025-12-02,2027-10-26,1186.95,17.82,24,Monthly,Livestock,Male,22-Jul-1967,Widowed,7,Retail_Trade,109,528.91,4,,Bank_Transfer,Bulawayo EUB9838,3,2025-12-07,2025-12-14,2026-01-11,2026-12-09,284.67,14.04,12,Monthly,Rent,Female,10-Feb-1966,Widowed,6,Informal_Sector,5,80.49,4,Guarantor,InnBucks,Harare ZMQ2617,1,2025-11-28,2025-12-01,2026-01-11,2026-11-26,3514.43,120.18,12,Monthly,Business_Expansion,Female,28-Sep-1979,Married,3,Transport,97,217.98,2,Livestock,EcoCash,Manicaland PXN4987,2,2025-05-07,2025-05-19,2025-06-25,2026-02-13,1030.77,91.34,9,Monthly,Farming_Inputs,Male,26-Aug-1997,Married,1,Retail_Trade,59,171.01,0,Guarantor,Bank_Transfer,Mashonaland_West NJW8728,0,2026-01-05,2026-01-10,2026-02-17,2026-04-10,2984.56,117.24,3,Monthly,,Male,19-Nov-1996,Married,3,Mining,49,,0,None,Bank_Transfer,Mashonaland_Central NSF4229,2,2025-06-02,2025-06-04,2025-07-10,2026-05-30,2253.79,14.66,12,Monthly,Farming_Inputs,Female,04-Apr-1995,Single,1,Healthcare,70,379.38,0,Guarantor,InnBucks,Harare SXU5601,2,2025-09-16,2025-09-30,2025-11-13,2027-03-24,2780.44,95.44,18,Monthly,Farming_Inputs,Female,28-Jun-2001,Widowed,6,Retail_Trade,4,455.75,6,Vehicle,Bank_Transfer,Mashonaland_Central WCG5642,0,2025-03-20,2025-04-10,2025-05-17,2026-04-05,713.59,17.08,12,Monthly,Stock_Purchase,Female,01-Dec-1980,Married,7,,181,253.65,0,None,Bank_Transfer,Mashonaland_Central IWH0066,0,2025-12-13,2025-12-24,2026-01-24,2027-12-14,2561.46,15.39,24,Monthly,Wedding,Female,24-Aug-1962,Married,5,Education,105,582.23,2,Guarantor,EcoCash,Mashonaland_East IZI8962,0,2025-04-16,2025-05-06,2025-06-18,2025-11-02,2381.83,130.63,6,Monthly,Equipment,Female,31-Jul-1997,Married,2,Agriculture,24,435.98,2,None,Bank_Transfer,Manicaland ZXI3114,0,2025-02-07,2025-02-14,2025-03-16,2025-08-13,890.68,104.23,6,Monthly,Livestock,Female,17-Jan-1996,Married,2,Agriculture,37,,3,None,EcoCash,Harare TRH0877,2,2025-04-26,2025-05-15,2025-06-20,2026-05-10,4158.04,11.22,12,Weekly,Equipment,Male,16-Sep-1977,Married,7,Mining,78,,1,Guarantor,Bank_Transfer,Matabeleland_South DWS1156,2,2025-12-28,2026-01-16,2026-02-20,2027-07-10,6080.02,11.31,18,Weekly,Working_Capital,Male,18-May-1966,Married,3,Manufacturing,146,1115.56,4,Guarantor,Cash,Mashonaland_West BNU5172,3,2025-04-01,2025-04-16,2025-05-20,2026-04-11,643.55,15.04,12,Monthly,Rent,Male,25-Jul-1996,Married,2,,19,191.54,2,Guarantor,EcoCash,Harare HSW5481,1,2025-03-21,2025-04-10,2025-05-10,2028-03-25,13937.59,13.17,36,Monthly,Equipment,Male,18-Sep-1972,Widowed,3,Transport,,518.23,2,Property,Bank_Transfer,Bulawayo KWN7089,0,2025-09-11,2025-09-27,2025-11-04,2026-03-26,3183.08,96.68,6,Bi-Weekly,School_Fees,Female,12-Jul-1975,Married,6,Healthcare,171,446.12,1,,Bank_Transfer,Harare LFF8505,0,2025-03-01,2025-03-04,2025-03-28,2025-08-31,1261.11,131.82,6,Monthly,Funeral,Male,05-Jul-1969,Married,3,Retail_Trade,52,384.42,3,None,EcoCash,Mashonaland_Central GVX5582,0,2025-12-27,2025-12-28,2026-02-06,2026-06-26,1154.26,18.37,6,Monthly,Vehicle,Female,22-Nov-1967,Single,4,Government,137,,8,None,Bank_Transfer,Masvingo VDU0832,2,2025-06-14,2025-06-27,2025-08-04,2027-06-17,16083.67,130.23,24,Monthly,Livestock,Male,18-Dec-1964,Divorced,6,Transport,66,1099.32,2,Savings,EcoCash,Mashonaland_West VIJ4798,1,2025-04-10,2025-05-01,2025-05-28,2028-04-15,7270.18,92.45,36,Monthly,Equipment,Male,31-Dec-1957,Divorced,2,Retail_Trade,57,497.46,5,Livestock,OneMoney,Bulawayo YMM0458,0,2025-11-30,2025-12-12,2026-01-16,2026-06-10,404.76,15.37,6,Monthly,Farming_Inputs,Male,29-Jan-1966,Married,4,Government,95,348.42,2,None,Cash,Harare OGB3564,0,2025-06-02,2025-06-08,2025-07-15,2026-06-03,1774.24,18.71,12,Bi-Weekly,School_Fees,Female,19-Jan-1957,Married,3,Education,121,295.35,2,Guarantor,EcoCash,Harare MEQ6866,1,2025-01-12,2025-01-27,2025-02-24,2026-07-21,4627.82,109.07,18,Monthly,Business_Expansion,Female,05-Oct-1986,Single,4,Informal_Sector,5,467.16,3,Property,Cash,Mashonaland_Central AOE6958,4,2025-04-26,2025-05-14,2025-06-23,2027-05-04,19232.16,16.85,24,Monthly,Vehicle,Female,14-May-1991,Married,5,Government,76,,6,Savings,Cash,Manicaland VEK5561,3,2025-04-16,2025-04-22,2025-06-03,2026-10-14,977.1,75.27,18,Monthly,Rent,Male,30-Jun-1958,Married,0,Retail_Trade,162,364.45,0,None,EcoCash,Bulawayo WLL6206,1,2025-07-27,2025-08-05,2025-09-14,2027-01-27,2643.46,79.46,18,Bi-Weekly,Business_Expansion,Female,13-Aug-1977,Single,4,Agriculture,117,128.03,0,None,EcoCash,Harare LNR3498,1,2025-07-23,2025-07-28,2025-09-02,2026-07-23,5424.12,17.0,12,Monthly,Business_Expansion,Female,22-Sep-2003,Divorced,1,Manufacturing,33,,0,Property,EcoCash,Mashonaland_East YPZ7612,1,2025-10-13,2025-10-17,2025-11-27,2026-10-12,3050.92,92.45,12,Monthly,Equipment,Female,12-Mar-1996,Married,3,Agriculture,82,144.73,0,None,EcoCash,Manicaland GCX1531,0,2025-06-07,2025-06-22,2025-07-23,2025-09-20,1304.3,14.57,3,Monthly,Rent,Female,28-Jul-1990,Single,2,Education,6,283.6,2,None,Bank_Transfer,Harare TXA7847,1,2025-07-31,2025-08-14,2025-09-23,2027-02-05,13235.27,105.98,18,Monthly,Stock_Purchase,Female,24-Feb-1992,Married,3,Education,111,811.51,7,Livestock,OneMoney,Harare FJZ0116,2,2025-06-06,2025-06-26,2025-07-25,2026-06-21,3023.83,132.12,12,Monthly,Farming_Inputs,Male,23-Oct-1974,Single,3,Healthcare,65,385.74,0,None,Bank_Transfer,Manicaland LJZ2683,0,2025-08-27,2025-08-30,2025-10-07,2026-02-26,5610.84,15.08,6,Monthly,Personal,Male,11-Jun-1995,Married,1,,37,897.65,0,,Cash,Harare EIM7860,3,2025-02-09,2025-02-16,2025-03-17,2026-08-10,1275.35,15.59,18,Monthly,School_Fees,Female,25-Feb-1987,Single,3,Agriculture,71,299.61,5,Guarantor,EcoCash,Bulawayo AUU3823,1,2026-02-17,2026-02-28,2026-04-10,2028-02-18,6013.94,152.18,24,Monthly,Business_Expansion,Male,03-Nov-1985,Widowed,3,Agriculture,,411.55,3,Guarantor,EcoCash,Mashonaland_East CHX4581,5,2025-06-06,2025-06-23,2025-07-28,2025-08-22,876.8,157.0,2,Weekly,Rent,Female,26-Aug-1997,Married,1,Construction,96,,0,None,Cash,Matabeleland_North YRD0437,0,2025-07-26,2025-08-02,2025-09-06,2026-01-29,6534.09,125.03,6,Monthly,Wedding,Male,25-Mar-1990,Married,5,NGO,115,1852.27,2,None,InnBucks,Masvingo DAB0671,1,2026-01-23,2026-02-09,2026-03-17,2027-08-03,6370.4,126.07,18,Monthly,Equipment,Male,27-Mar-1984,Married,4,Agriculture,119,430.12,6,Property,InnBucks,Harare XDO5057,1,2025-10-25,2025-11-11,2025-12-09,2026-05-10,22717.21,109.12,6,Monthly,Equipment,Female,31-Jul-1967,Married,3,Manufacturing,68,960.35,0,Property,OneMoney,Matabeleland_South ZKW5475,2,2025-09-26,2025-10-16,2025-11-11,2027-04-09,9498.96,75.08,18,Monthly,Farming_Inputs,Male,22-Jun-1984,Married,8,Mining,151,925.68,1,None,OneMoney,Manicaland CGO7243,0,2025-05-06,2025-05-19,2025-06-20,2025-08-17,1829.05,106.81,3,Monthly,School_Fees,Female,19-Jun-1995,Married,4,Government,84,,1,None,Bank_Transfer,Manicaland EWZ2252,4,2024-12-16,2025-01-01,2025-02-06,2028-12-11,6509.03,18.65,48,Monthly,Home_Improvement,Female,01-Apr-1995,Divorced,1,Informal_Sector,27,270.45,2,Guarantor,Cash,Harare BWC2297,1,2025-04-20,2025-05-08,2025-06-11,2026-05-03,9373.92,108.57,12,Bi-Weekly,Equipment,Female,04-May-1987,Divorced,,Construction,35,599.77,1,Property,EcoCash,Harare HVF8197,0,2024-12-24,2025-01-07,2025-02-11,2026-01-02,1743.93,15.41,12,Monthly,Rent,Female,01-Oct-1984,Married,4,Informal_Sector,24,483.53,6,Property,Bank_Transfer,Harare AYH9061,1,2025-08-13,2025-08-30,2025-10-08,2026-08-25,1797.23,10.28,12,Monthly,Business_Expansion,Female,22-Jan-1987,Married,0,Agriculture,65,123.77,0,None,Bank_Transfer,Mashonaland_West AME3933,3,2025-01-16,2025-01-24,2025-02-19,2027-01-14,4320.32,12.19,24,Monthly,Rent,Male,28-Sep-1992,Married,0,Healthcare,168,953.98,3,None,OneMoney,Bulawayo XNC2032,0,2025-07-15,2025-07-26,2025-08-22,2027-01-17,1886.57,14.28,18,Monthly,Livestock,Female,18-Nov-2002,Single,,Retail_Trade,31,455.62,0,Savings,EcoCash,Mashonaland_Central VTH8783,1,2025-07-23,2025-07-27,2025-09-05,2026-07-22,9935.54,13.4,12,Monthly,Business_Expansion,Female,15-May-1999,Married,2,Mining,42,588.68,1,Vehicle,InnBucks,Masvingo XCY4881,5,2026-01-30,2026-02-07,2026-03-14,2026-08-06,662.98,19.25,6,Monthly,Funeral,Female,08-May-1991,Single,3,Education,32,642.69,0,Guarantor,Cash,Harare GSJ8580,3,2025-06-22,2025-06-29,2025-08-13,2026-06-24,2681.83,17.36,12,Monthly,Medical,Male,04-Aug-2000,Married,3,Mining,20,747.61,4,None,EcoCash,Mashonaland_Central WQQ5955,5,2025-10-03,2025-10-16,2025-11-25,2026-01-14,512.21,170.0,3,Bi-Weekly,Personal,Male,11-Feb-1992,Married,2,Retail_Trade,20,400.25,1,Savings,EcoCash,Bulawayo OMK1405,1,2025-02-26,2025-03-17,2025-04-17,2025-09-13,1365.9,110.28,6,Weekly,Working_Capital,Male,10-May-1968,Divorced,1,Agriculture,61,180.41,1,None,EcoCash,Masvingo APA3758,3,2024-12-19,2025-01-05,2025-02-02,2025-07-04,3359.11,14.27,6,Bi-Weekly,Debt_Consolidation,Male,06-Nov-1999,Single,3,Government,67,783.12,1,Guarantor,EcoCash,Midlands LMZ3692,1,2025-09-30,2025-10-20,2025-11-27,2026-04-18,7995.55,108.96,6,Bi-Weekly,Business_Expansion,Male,02-Jul-2006,Single,1,Retail_Trade,2,384.71,1,Savings,EcoCash,Midlands CBX0707,3,2025-02-15,2025-02-18,2025-03-18,2026-08-12,903.94,15.54,18,Monthly,Rent,Female,09-Apr-1981,Married,3,Manufacturing,77,,2,Guarantor,EcoCash,Mashonaland_West HUD3876,1,2025-01-31,2025-02-19,2025-03-20,2027-02-09,24244.09,13.09,24,Monthly,Equipment,Male,18-Feb-1975,Divorced,4,Finance,126,957.75,5,Property,EcoCash,Harare FRU5905,0,2025-04-07,2025-04-27,2025-06-02,2026-10-19,2625.48,79.33,18,Monthly,Funeral,Male,14-Sep-1976,Married,4,Retail_Trade,40,590.13,3,None,Bank_Transfer,Midlands PMS6526,5,2025-10-17,2025-10-23,2025-12-05,2026-01-21,1653.06,,3,Bi-Weekly,Funeral,Male,19-Feb-1995,Single,3,Informal_Sector,22,657.13,1,None,EcoCash,Midlands ZXJ7471,1,2025-07-24,2025-08-01,2025-08-28,2026-07-27,3531.85,96.1,12,Monthly,Business_Expansion,Male,19-Feb-1988,Married,3,Education,26,377.92,0,Savings,Bank_Transfer,Matabeleland_North ZBY6746,4,2025-11-25,2025-12-04,2026-01-13,2027-11-24,4353.3,90.05,24,Monthly,Home_Improvement,Male,11-Jul-1984,,4,Agriculture,75,220.48,2,None,EcoCash,Manicaland NJT9868,5,2025-02-18,2025-02-19,2025-03-28,2025-08-18,656.48,126.24,6,Weekly,Funeral,Female,04-Jul-2003,Single,1,Construction,5,259.57,1,None,EcoCash,Mashonaland_West UVY0564,0,2025-12-22,2025-12-29,2026-01-28,2026-12-24,3680.13,111.32,12,Bi-Weekly,Funeral,Female,18-Nov-1992,Married,,Finance,32,1712.28,2,Savings,Bank_Transfer,Harare SKW1143,4,2025-06-25,2025-07-01,2025-07-26,2027-06-21,15487.28,14.18,24,Monthly,Equipment,Male,24-Aug-1966,Divorced,6,Construction,22,547.91,0,Property,EcoCash,Matabeleland_North ABG2525,0,2025-01-22,2025-02-08,2025-03-19,2026-08-02,667.83,165.31,18,Monthly,School_Fees,Female,12-May-2004,Single,0,Informal_Sector,20,486.07,0,Savings,Bank_Transfer,Mashonaland_East UFU8390,4,2025-10-24,2025-11-04,2025-12-05,2028-10-19,7467.42,96.35,36,Monthly,Equipment,Female,02-Oct-1981,Divorced,4,Informal_Sector,10,,1,,EcoCash,Manicaland NGT9960,1,2026-01-17,2026-02-04,2026-03-11,2027-07-29,2425.98,116.42,18,Monthly,Stock_Purchase,Female,16-Apr-1998,Single,1,Informal_Sector,10,293.62,0,Vehicle,Cash,Mashonaland_West ZRY4907,1,2025-07-03,2025-07-15,2025-08-22,2027-01-06,13459.87,103.74,18,Monthly,Business_Expansion,Male,08-Feb-1999,Single,4,Retail_Trade,15,629.76,2,Savings,EcoCash,Mashonaland_East BGA9143,4,2025-12-11,2025-12-23,2026-01-28,2027-06-16,3994.01,14.88,18,Monthly,Vehicle,Male,14-Jul-1996,Married,3,Education,72,321.15,0,Savings,EcoCash,Manicaland SBI9198,2,2025-03-07,2025-03-21,2025-04-28,2025-09-17,8035.44,103.7,6,Monthly,Equipment,Female,14-Jul-1994,Married,6,Retail_Trade,66,459.87,2,Property,InnBucks,Mashonaland_West TPZ2821,0,2025-11-08,2025-11-25,2025-12-21,2026-05-24,1327.38,17.89,6,Monthly,Funeral,Male,24-Apr-1967,Divorced,,Agriculture,118,,0,Property,InnBucks,Masvingo ZHI2106,2,2025-01-27,2025-02-08,2025-03-08,2025-11-05,10533.53,12.27,9,Weekly,Farming_Inputs,Male,30-May-1976,Married,5,Education,61,835.48,0,None,EcoCash,Midlands GJS5356,4,2025-06-02,2025-06-17,2025-07-18,2026-06-12,1164.61,,12,Monthly,Equipment,Female,14-Sep-1966,Married,5,Agriculture,31,94.53,3,Savings,Cash,Mashonaland_Central SAR1513,4,2025-07-21,2025-08-10,2025-09-21,2027-07-31,9271.82,15.26,24,Bi-Weekly,Equipment,Male,22-Jun-1961,Divorced,3,Informal_Sector,8,318.96,0,Savings,Cash,Mashonaland_Central CWB9113,1,2025-06-05,2025-06-19,2025-07-28,2026-06-14,4139.46,108.93,12,Monthly,Business_Expansion,Male,06-Oct-1980,Widowed,,,126,228.19,1,Livestock,EcoCash,Masvingo XEL8841,1,2025-08-24,2025-08-25,2025-09-27,2026-08-20,5527.78,89.55,12,Bi-Weekly,Stock_Purchase,Male,10-Jun-1983,Married,2,,81,367.39,0,Vehicle,Cash,Harare ERY3718,0,2025-01-01,2025-01-02,2025-01-28,2026-12-23,5364.44,137.06,24,Monthly,Working_Capital,Male,24-Nov-2005,Single,3,NGO,7,1659.89,0,None,Bank_Transfer,Midlands RJE5240,3,2026-01-18,2026-02-02,2026-03-05,2026-08-01,2376.61,12.61,6,Bi-Weekly,Personal,Male,07-Apr-1992,Married,3,,133,891.35,0,Savings,Cash,Masvingo QJG6699,2,2024-12-31,2025-01-11,2025-02-17,2025-10-08,10536.83,77.26,9,Monthly,Equipment,Male,05-Nov-1981,Married,6,Transport,72,1086.2,0,Guarantor,EcoCash,Masvingo RGX4351,4,2025-02-19,2025-03-11,2025-04-23,2026-03-06,5154.88,114.84,12,Monthly,Vehicle,Male,25-Mar-1995,Divorced,0,Retail_Trade,73,346.53,0,,OneMoney,Midlands KOQ1552,2,2025-07-27,2025-08-17,2025-09-27,2026-05-14,12433.69,70.17,9,Weekly,Working_Capital,Male,08-Oct-1968,Single,2,Retail_Trade,78,845.28,5,None,Bank_Transfer,Manicaland DFX2670,4,2025-11-01,2025-11-06,2025-12-12,2028-10-21,10001.72,16.19,36,Bi-Weekly,Equipment,Male,08-Feb-1975,Divorced,2,NGO,38,1478.21,5,Guarantor,Bank_Transfer,Mashonaland_East UTW6638,1,2026-01-05,2026-01-16,2026-02-26,2027-01-11,4624.68,15.94,12,Weekly,Business_Expansion,Male,05-Oct-2005,Single,2,Retail_Trade,5,462.9,1,,Cash,Mashonaland_Central PBX0575,1,2025-02-15,2025-02-16,2025-03-18,2027-02-06,6228.26,12.68,24,Monthly,Stock_Purchase,Male,16-Nov-1968,Divorced,2,Informal_Sector,9,234.68,4,Vehicle,Cash,Manicaland DJU8355,2,2024-12-22,2025-01-09,2025-02-04,2026-07-03,3588.61,11.34,18,Monthly,Farming_Inputs,Male,20-May-1986,Widowed,2,Retail_Trade,29,596.71,0,Livestock,EcoCash,Harare OBM5317,4,2025-03-07,2025-03-22,2025-04-22,2026-09-13,2135.95,14.98,18,Monthly,Home_Improvement,Female,05-Jan-1983,Married,6,Agriculture,25,134.79,5,Guarantor,EcoCash,Bulawayo UHI0457,1,2025-03-16,2025-04-06,2025-05-06,2028-03-21,5478.57,125.65,36,Monthly,Business_Expansion,Female,08-May-1991,Married,3,Construction,44,708.85,2,Savings,EcoCash,Mashonaland_Central CWC8353,0,2025-08-13,2025-08-31,2025-10-11,2026-02-27,160.38,152.45,6,Weekly,Farming_Inputs,Female,14-Apr-1981,Married,3,Agriculture,58,70.9,2,Guarantor,Cash,Matabeleland_South GTN3770,0,2025-02-12,2025-02-25,2025-03-28,2025-08-24,3631.64,18.54,6,Weekly,Business_Expansion,Female,12-Jan-1990,Married,2,Retail_Trade,132,,1,None,Cash,Mashonaland_West PWP6352,1,2025-12-16,2025-12-19,2026-01-23,2026-12-14,7949.13,109.18,12,Monthly,Equipment,Female,28-May-1986,Divorced,2,Healthcare,23,578.44,1,Property,Bank_Transfer,Mashonaland_West BVD4367,3,2024-12-26,2025-01-06,2025-02-17,2026-12-27,1911.5,15.22,24,Monthly,Rent,Female,26-Dec-1994,Married,3,Healthcare,97,582.95,3,None,Cash,Matabeleland_North EZU7351,0,2025-01-25,2025-02-08,2025-03-19,2025-05-09,1142.07,13.74,3,Monthly,School_Fees,Male,20-Dec-1987,Married,4,Informal_Sector,36,355.41,0,Guarantor,EcoCash,Manicaland LMC8257,0,2025-04-02,2025-04-12,2025-05-15,2025-10-09,886.53,101.53,6,Monthly,Debt_Consolidation,Female,11-Sep-1994,Married,1,Manufacturing,21,222.34,2,None,Bank_Transfer,Midlands WXD5973,1,2025-08-19,2025-08-21,2025-09-24,2026-08-16,2296.4,89.84,12,Monthly,Equipment,Female,28-Nov-1963,Widowed,3,Agriculture,113,290.87,2,Savings,EcoCash,Mashonaland_East BQS8990,1,2025-12-26,2025-12-31,2026-02-03,2026-06-29,10846.85,121.79,6,Bi-Weekly,Stock_Purchase,Male,07-Jul-1984,Married,6,Retail_Trade,14,,3,Property,EcoCash,Harare LZL3343,4,2025-01-15,2025-02-01,2025-03-10,2026-01-27,9717.51,18.44,12,Monthly,Vehicle,Male,03-Jun-1991,Divorced,3,Construction,86,383.25,4,Vehicle,EcoCash,Harare SMQ1462,2,2025-10-19,2025-11-03,2025-12-06,2027-04-27,5072.71,97.8,18,Monthly,Farming_Inputs,Male,01-Nov-1972,Divorced,0,Education,116,307.64,2,Livestock,Bank_Transfer,Harare TFY5736,0,2025-10-02,2025-10-21,2025-12-05,2026-01-19,1446.97,15.29,3,Weekly,Personal,Male,28-Feb-1967,Married,3,Agriculture,124,288.26,2,Livestock,InnBucks,Manicaland NEW9673,4,2025-10-15,2025-10-26,2025-11-25,2027-04-19,7225.74,20.19,18,Weekly,Equipment,Female,03-Feb-1957,Married,,Transport,29,223.43,0,Guarantor,Bank_Transfer,Mashonaland_Central WTI0208,0,2025-03-22,2025-04-08,2025-05-14,2026-04-03,422.89,142.02,12,Monthly,Personal,Male,26-Jul-1986,Single,2,Informal_Sector,16,74.6,3,Savings,EcoCash,Mashonaland_West GOL9753,0,2025-05-09,2025-05-29,2025-06-24,2025-08-27,2904.96,15.04,3,Monthly,Vehicle,Male,08-Aug-1989,Single,,Agriculture,45,,2,None,EcoCash,Harare HRK1159,1,2025-09-09,2025-09-16,2025-10-17,2027-03-10,4008.99,87.66,18,Monthly,Stock_Purchase,Female,07-Aug-1993,Married,3,Healthcare,89,212.68,1,Guarantor,Cash,Mashonaland_Central QEK9330,0,2025-07-23,2025-07-25,2025-08-20,2026-01-21,361.36,103.25,6,Monthly,Home_Improvement,Female,06-Dec-1996,Married,1,Agriculture,59,204.26,3,Property,Bank_Transfer,Harare RXH2280,3,2025-07-30,2025-08-02,2025-08-28,2027-01-24,1257.24,14.84,18,Weekly,Rent,Female,11-Oct-1964,Widowed,3,Construction,52,,1,None,Bank_Transfer,Harare ZFI2141,2,2025-03-05,2025-03-17,2025-04-18,2026-09-08,1314.94,128.17,18,Monthly,Equipment,Female,25-Dec-1990,Widowed,1,Agriculture,94,,0,Livestock,OneMoney,Mashonaland_East FBP4085,0,2025-05-06,2025-05-22,2025-06-19,2025-08-20,977.55,125.73,3,Monthly,Personal,Female,17-Oct-1977,Divorced,4,Mining,10,339.81,0,None,OneMoney,Harare LRW6457,3,2026-01-15,2026-01-30,2026-03-12,2027-01-25,615.15,13.73,12,Monthly,School_Fees,Female,07-Dec-1987,Single,4,Agriculture,32,251.67,0,Guarantor,Bank_Transfer,Harare MSA7617,1,2025-12-31,2026-01-07,2026-02-14,2028-12-22,5394.14,117.42,36,Monthly,Equipment,Female,17-Sep-1962,Married,0,Government,194,526.39,0,Vehicle,Bank_Transfer,Bulawayo HXJ0847,0,2025-07-16,2025-08-06,2025-09-04,2027-07-27,6349.62,142.21,24,Bi-Weekly,Equipment,Female,02-Jan-1978,Married,8,Finance,,698.83,4,Property,OneMoney,Masvingo FNI8232,5,2025-11-15,2025-12-02,2025-12-28,2026-05-31,2437.56,17.7,6,Monthly,Rent,Female,13-Dec-1993,Single,,Mining,42,1751.66,0,Savings,InnBucks,Bulawayo LRM8286,0,2025-01-03,2025-01-10,2025-02-14,2025-07-09,1975.89,137.92,6,Monthly,Working_Capital,Male,06-Oct-1979,Married,6,Retail_Trade,49,268.77,1,Guarantor,InnBucks,Manicaland PFV9823,3,2025-12-18,2026-01-04,2026-02-02,2027-06-28,1507.1,18.21,18,Monthly,Debt_Consolidation,Male,26-May-2003,Single,1,Transport,36,403.27,0,Guarantor,OneMoney,Bulawayo JCE3764,1,2025-05-22,2025-06-08,2025-07-13,2025-12-05,4973.09,13.47,6,Monthly,Equipment,Male,05-Dec-1990,Single,5,Informal_Sector,9,422.15,1,,Bank_Transfer,Midlands ZHX8548,2,2025-02-16,2025-02-17,2025-03-28,2026-02-12,4134.66,82.72,12,Monthly,Equipment,Male,12-Dec-2005,Single,2,,17,240.76,1,Livestock,OneMoney,Manicaland QFC8467,1,2025-11-20,2025-12-10,2026-01-05,2026-06-08,9550.25,87.01,6,Monthly,Business_Expansion,Male,28-Oct-1969,Married,0,Manufacturing,14,669.81,2,Property,Cash,Harare VNH7366,2,2025-02-05,2025-02-24,2025-03-28,2026-02-19,1515.36,139.46,12,Monthly,Farming_Inputs,Female,13-Sep-1985,Married,2,Agriculture,60,203.76,3,Livestock,EcoCash,Harare DGR6762,3,2025-05-17,2025-06-02,2025-07-02,2026-05-28,1356.93,17.7,12,Weekly,Medical,Female,23-Aug-1974,Divorced,7,Manufacturing,62,352.63,0,Guarantor,OneMoney,Harare CQO4483,2,2025-07-10,2025-07-17,2025-08-20,2027-01-08,4379.24,14.91,18,Monthly,Working_Capital,Male,09-Mar-1989,Married,,Retail_Trade,24,496.6,1,Vehicle,EcoCash,Matabeleland_North JRA4800,0,2025-01-19,2025-02-09,2025-03-18,2026-08-03,198.26,129.66,18,Monthly,Stock_Purchase,Female,04-Jun-1971,Married,1,Agriculture,41,126.74,1,Savings,Bank_Transfer,Mashonaland_West VEL6171,0,2025-06-20,2025-06-30,2025-08-12,2025-09-28,2277.6,122.9,3,Monthly,Equipment,Male,25-Apr-1982,Divorced,3,,61,754.41,0,None,Cash,Midlands ILO6000,4,2025-09-23,2025-10-08,2025-11-07,2029-09-17,746.92,18.19,48,Monthly,Home_Improvement,Female,06-Mar-1972,Married,4,Agriculture,18,44.82,3,Livestock,InnBucks,Harare UGZ3030,4,2025-10-27,2025-11-08,2025-12-09,2027-10-29,6475.09,121.69,24,Monthly,Vehicle,Female,30-Jul-1984,Widowed,2,Retail_Trade,102,632.3,4,Guarantor,EcoCash,Midlands BSB4917,0,2025-04-14,2025-04-25,2025-06-06,2025-07-24,2519.77,15.83,3,Bi-Weekly,Medical,Female,27-Sep-2005,Single,1,Retail_Trade,14,444.1,3,Vehicle,OneMoney,Mashonaland_West THD2413,2,2025-10-25,2025-11-08,2025-12-03,2026-11-03,5557.28,11.47,12,Monthly,Farming_Inputs,Male,28-Mar-2005,Single,0,Manufacturing,12,445.08,0,None,InnBucks,Manicaland CED2110,2,2026-01-14,2026-02-01,2026-03-01,2026-10-29,13871.5,99.68,9,Monthly,Farming_Inputs,Female,28-Mar-1992,Married,3,Healthcare,87,877.22,3,None,Cash,Harare LOR3260,0,2025-10-24,2025-11-08,2025-12-22,2027-10-29,898.67,131.13,24,Bi-Weekly,Farming_Inputs,Female,13-Mar-1996,Married,3,Agriculture,71,367.71,3,Property,EcoCash,Harare SIO5381,2,2025-08-06,2025-08-14,2025-09-14,2027-02-05,1041.85,71.14,18,Monthly,Equipment,Male,18-Mar-1994,Married,4,Agriculture,,136.62,3,Property,EcoCash,Mashonaland_Central AOZ0664,3,2025-07-09,2025-07-25,2025-09-05,2027-07-15,1495.5,15.71,24,Bi-Weekly,Debt_Consolidation,Female,20-May-1987,Single,2,Manufacturing,57,444.68,4,Property,EcoCash,Harare VHR7684,3,2025-02-23,2025-03-06,2025-04-20,2026-03-01,4326.88,13.21,12,Monthly,Rent,Female,08-Mar-2007,Single,0,,11,1687.3,0,Savings,OneMoney,Manicaland TFV5435,4,2026-02-07,2026-02-08,2026-03-13,2027-02-03,4606.19,93.0,12,Monthly,Vehicle,Female,16-Sep-1978,Married,3,Agriculture,36,243.42,1,Guarantor,EcoCash,Manicaland VNV6240,5,2025-06-23,2025-07-08,2025-08-17,2025-09-06,51.71,117.49,2,Weekly,,Male,12-May-1995,Divorced,2,Informal_Sector,37,60.46,2,Vehicle,EcoCash,Manicaland VJM9383,0,2025-01-18,2025-01-31,2025-03-07,2026-07-25,1965.2,16.19,18,Monthly,Debt_Consolidation,Female,21-Nov-1968,Married,3,Mining,160,538.84,3,None,Cash,Manicaland EKP3156,2,2026-02-10,2026-02-26,2026-03-28,2027-02-21,9378.08,84.99,12,Monthly,Working_Capital,Male,08-May-1996,Married,1,Retail_Trade,96,,3,Livestock,EcoCash,Bulawayo CKL4208,1,2025-12-04,2025-12-20,2026-01-22,2026-06-18,4453.68,16.71,6,Monthly,Business_Expansion,Female,12-Dec-1976,Divorced,5,Informal_Sector,13,326.2,4,None,Bank_Transfer,Harare QMQ2073,1,2025-01-13,2025-01-20,2025-03-06,2028-01-05,24594.99,11.65,36,Monthly,Equipment,Female,10-Feb-1969,Married,4,Mining,70,1764.76,1,Vehicle,EcoCash,Mashonaland_East ODP4214,2,2025-01-03,2025-01-17,2025-02-26,2027-01-07,911.79,14.82,24,Monthly,Farming_Inputs,Female,16-Jul-2000,,4,Agriculture,35,,6,Livestock,EcoCash,Harare EMQ4270,5,2025-11-01,2025-11-20,2025-12-17,2026-05-19,1883.45,187.54,6,Monthly,,Male,27-Mar-1993,Married,5,Transport,81,,1,None,Cash,Manicaland NCO2846,0,2025-01-26,2025-02-05,2025-03-22,2025-08-04,1040.16,151.62,6,Bi-Weekly,Wedding,Male,30-Mar-1996,Married,,Informal_Sector,11,141.48,3,None,InnBucks,Harare ZKW4912,1,2025-11-18,2025-11-21,2025-12-16,2026-11-16,6314.11,15.66,12,Monthly,,Male,02-Jan-2000,Single,1,Agriculture,11,303.69,4,Vehicle,Bank_Transfer,Mashonaland_West FSY0685,2,2025-04-12,2025-04-19,2025-05-28,2026-04-14,16535.64,107.42,12,Monthly,Farming_Inputs,Male,21-Jan-1996,Divorced,1,Mining,40,1542.18,1,Guarantor,Bank_Transfer,Harare PMV3303,2,2025-06-20,2025-06-25,2025-07-20,2026-03-22,1253.12,11.28,9,Monthly,Livestock,Female,15-May-1993,Single,2,Informal_Sector,28,144.5,1,Guarantor,EcoCash,Bulawayo MHM7359,0,2025-04-29,2025-05-11,2025-06-19,2026-11-02,2310.23,18.29,18,Monthly,Debt_Consolidation,Male,14-Jan-1986,Married,5,Construction,138,490.19,1,Savings,InnBucks,Matabeleland_North AMU5446,1,2025-07-12,2025-07-26,2025-08-28,2028-07-10,2365.94,13.06,36,Monthly,Stock_Purchase,Male,18-Apr-1981,Married,2,Agriculture,26,99.18,4,Guarantor,InnBucks,Masvingo VOP0406,3,2025-06-23,2025-07-05,2025-08-14,2026-01-01,3100.48,,6,Monthly,School_Fees,Male,24-Apr-1981,Divorced,,Government,173,801.61,2,Guarantor,Bank_Transfer,Mashonaland_East XWN2574,3,2025-05-27,2025-05-30,2025-06-25,2026-11-21,1653.57,14.62,18,Monthly,School_Fees,Male,15-Feb-1980,Married,3,Education,124,678.57,2,Guarantor,EcoCash,Mashonaland_West USF3234,4,2025-10-25,2025-11-08,2025-12-07,2027-10-29,13981.48,16.87,24,Monthly,Vehicle,Male,27-Jul-1982,Single,,,78,,4,Property,EcoCash,Bulawayo BWZ8496,1,2025-11-10,2025-11-19,2025-12-22,2027-11-09,700.28,121.47,24,Monthly,Stock_Purchase,Female,09-Jul-1995,Married,0,Agriculture,43,107.43,4,Livestock,Cash,Matabeleland_South RGY4012,3,2025-05-25,2025-06-13,2025-07-08,2026-12-05,1027.42,14.32,18,Monthly,School_Fees,Male,18-Oct-1979,Married,2,Retail_Trade,81,311.08,2,Guarantor,EcoCash,Manicaland YQH6242,1,2025-01-07,2025-01-23,2025-02-28,2026-01-18,3615.87,105.24,12,Monthly,Equipment,Female,22-Apr-1966,Married,4,Education,70,233.36,2,None,Bank_Transfer,Bulawayo NXM9286,0,2025-01-25,2025-01-28,2025-02-25,2026-07-22,932.52,89.82,18,Monthly,Debt_Consolidation,Male,04-Dec-1993,Married,1,Agriculture,103,135.93,1,None,EcoCash,Mashonaland_Central VPK3577,3,2026-01-25,2026-02-04,2026-03-09,2027-01-30,689.85,15.66,12,Monthly,Rent,Male,18-Feb-1998,Married,6,Retail_Trade,23,243.64,1,None,EcoCash,Mashonaland_West ANQ2382,2,2025-05-08,2025-05-22,2025-07-06,2026-05-17,4846.01,117.72,12,Monthly,Farming_Inputs,Female,18-Apr-1988,Single,2,Retail_Trade,15,284.6,3,Livestock,InnBucks,Mashonaland_East CXF3459,3,2025-04-09,2025-04-16,2025-05-28,2026-04-11,320.57,17.52,12,Monthly,Personal,Male,04-Oct-1997,Married,2,Manufacturing,,,0,None,Bank_Transfer,Harare YYD2813,2,2025-09-24,2025-10-15,2025-11-21,2027-10-05,981.08,102.85,24,Monthly,Farming_Inputs,Female,17-Apr-1985,Married,4,Agriculture,47,227.38,0,Guarantor,EcoCash,Mashonaland_East DSE7516,0,2025-08-24,2025-08-25,2025-10-05,2027-08-15,1974.69,15.25,24,Monthly,Rent,Male,25-Aug-1970,Single,0,Transport,37,301.74,0,Guarantor,EcoCash,Harare BIJ6208,1,2026-01-10,2026-01-15,2026-02-20,2028-12-30,3262.86,13.54,36,Monthly,Equipment,Male,15-Jan-2005,Single,1,Agriculture,10,250.11,2,,EcoCash,Mashonaland_West HKR9614,0,2025-12-06,2025-12-19,2026-02-02,2027-06-12,576.87,119.36,18,Monthly,Home_Improvement,Male,22-Jul-1989,Single,,Informal_Sector,5,,1,Guarantor,Cash,Matabeleland_North MBY2881,3,2026-01-15,2026-01-26,2026-02-23,2027-07-20,526.46,16.34,18,Monthly,Rent,Male,22-Nov-2003,Single,2,Informal_Sector,12,269.92,2,Guarantor,Bank_Transfer,Manicaland RNM1234,3,2025-05-20,2025-06-08,2025-07-15,2027-05-29,2708.11,16.31,24,Monthly,Debt_Consolidation,Male,20-Aug-1986,Divorced,7,Retail_Trade,53,846.95,0,Savings,Cash,Matabeleland_South CVF5149,0,2025-05-14,2025-05-24,2025-06-20,2025-11-20,458.88,17.08,6,Monthly,Vehicle,Female,25-Jun-1978,Married,0,Agriculture,35,125.75,1,None,OneMoney,Midlands DQT9935,2,2025-08-26,2025-09-05,2025-10-18,2026-03-04,1002.83,107.27,6,Weekly,Farming_Inputs,Female,16-Aug-1998,Single,0,Agriculture,64,171.21,5,Property,Bank_Transfer,Bulawayo UXD3629,0,2025-11-18,2025-11-28,2025-12-27,2026-11-23,2372.34,17.7,12,Monthly,Wedding,Female,14-Jul-1978,Widowed,3,Government,143,772.77,1,Property,OneMoney,Matabeleland_North ZPM2559,2,2024-12-27,2025-01-05,2025-02-10,2025-12-31,15151.22,89.56,12,Monthly,Working_Capital,Male,18-Nov-1970,Married,,Mining,57,1633.38,8,Livestock,Bank_Transfer,Harare SUF0190,2,2025-08-08,2025-08-14,2025-09-27,2026-05-11,5033.31,12.33,9,Bi-Weekly,Farming_Inputs,Female,22-Jan-1968,Married,8,Education,,728.23,4,Property,EcoCash,Midlands UQC7394,5,2025-07-14,2025-08-03,2025-09-05,2026-01-30,292.9,166.79,6,Bi-Weekly,Medical,Female,10-Dec-1989,Married,0,Retail_Trade,43,,0,None,OneMoney,Masvingo MLL2713,0,2025-02-20,2025-03-13,2025-04-14,2026-03-08,1191.47,14.61,12,Monthly,,Male,26-Jul-1963,Married,5,Government,74,492.95,2,Guarantor,EcoCash,Mashonaland_West MVW1001,3,2025-10-02,2025-10-08,2025-11-02,2026-04-06,1295.73,11.22,6,Monthly,School_Fees,Male,06-Apr-1995,Married,3,Retail_Trade,81,508.87,0,None,EcoCash,Manicaland ZOL0937,2,2025-02-21,2025-03-14,2025-04-11,2026-09-05,931.41,11.08,18,Monthly,Farming_Inputs,Male,04-Jan-1962,Married,6,Manufacturing,,248.06,0,Livestock,Bank_Transfer,Harare ERS5113,1,2025-07-04,2025-07-24,2025-08-27,2027-07-14,2805.24,101.65,24,Monthly,Business_Expansion,Male,02-Dec-1995,Married,1,Retail_Trade,49,785.03,2,Vehicle,EcoCash,Midlands OIQ3452,4,2025-05-23,2025-06-06,2025-07-10,2029-05-16,3857.59,95.47,48,Monthly,Home_Improvement,Female,26-Apr-2006,Single,1,Agriculture,10,,1,None,Cash,Harare KFJ9679,1,2025-10-07,2025-10-16,2025-11-15,2028-09-30,21058.1,123.08,36,Monthly,Stock_Purchase,Male,27-Jan-1963,Single,4,Telecom,47,1940.23,0,Property,EcoCash,Harare UOI3318,2,2025-04-01,2025-04-21,2025-06-01,2026-10-13,533.52,72.69,18,Monthly,Livestock,Female,09-Sep-1973,Married,5,Informal_Sector,12,158.62,7,Property,Bank_Transfer,Masvingo TIL3217,0,2025-02-14,2025-02-15,2025-03-28,2025-08-14,4742.78,107.47,6,Monthly,Business_Expansion,Male,14-Feb-2002,Married,1,Construction,31,529.21,0,None,EcoCash,Bulawayo LIT9079,0,2025-06-09,2025-06-19,2025-07-27,2025-12-16,1407.8,19.57,6,Monthly,Business_Expansion,Male,02-Nov-1982,Married,4,Retail_Trade,74,144.5,4,,InnBucks,Mashonaland_West MGN3958,0,2025-12-10,2025-12-20,2026-01-28,2026-12-15,1400.46,15.55,12,Monthly,Home_Improvement,Female,22-Oct-1982,Married,3,Retail_Trade,39,344.83,5,Savings,EcoCash,Mashonaland_East UJS5723,0,2024-12-27,2025-01-04,2025-02-18,2025-12-30,1914.06,16.96,12,Monthly,Livestock,Female,10-Mar-1998,Married,2,Government,68,,2,None,EcoCash,Mashonaland_West NFP4748,0,2025-06-27,2025-07-01,2025-08-04,2025-12-28,2754.17,17.29,6,Monthly,Business_Expansion,Female,12-Jun-2001,Single,1,Retail_Trade,30,624.51,1,None,OneMoney,Manicaland SBB7768,2,2025-03-04,2025-03-25,2025-04-28,2025-09-21,4361.63,11.92,6,Weekly,Farming_Inputs,Male,31-Dec-1996,Married,2,Agriculture,37,289.69,3,None,Bank_Transfer,Masvingo NBT7826,2,2025-08-09,2025-08-29,2025-10-07,2026-02-25,4484.92,126.71,6,Monthly,Farming_Inputs,Male,28-Sep-1956,Single,,Government,98,323.04,6,Vehicle,Bank_Transfer,Midlands XTT9899,1,2026-02-06,2026-02-12,2026-03-19,2028-02-02,11201.23,133.63,24,Monthly,Business_Expansion,Female,27-Feb-1961,Widowed,2,Healthcare,31,607.5,4,Savings,OneMoney,Bulawayo DHM3901,0,2025-04-07,2025-04-14,2025-05-20,2025-07-13,2615.57,155.61,3,Monthly,Farming_Inputs,Male,06-Feb-1995,Married,,Agriculture,56,333.75,3,Guarantor,EcoCash,Mashonaland_West UBU1016,1,2024-12-15,2025-01-03,2025-02-01,2026-06-27,4214.15,13.77,18,Monthly,Stock_Purchase,Male,10-Sep-2004,Single,0,Informal_Sector,23,240.82,3,Guarantor,Cash,Mashonaland_Central QEO5046,2,2025-08-04,2025-08-12,2025-09-10,2026-05-09,8661.27,118.62,9,Monthly,Farming_Inputs,Female,25-Nov-1991,Married,1,Manufacturing,26,724.03,3,Livestock,EcoCash,Harare YQK8315,3,2025-08-09,2025-08-18,2025-09-15,2026-02-14,1944.12,17.38,6,Monthly,,Male,08-Nov-1964,Married,6,Government,39,429.53,0,Guarantor,OneMoney,Harare JEM8731,2,2025-11-16,2025-11-18,2025-12-26,2026-08-15,4689.55,105.4,9,Monthly,Farming_Inputs,Female,14-Aug-1994,Married,5,Informal_Sector,24,265.89,1,Livestock,EcoCash,Manicaland TJP5066,4,2025-12-01,2025-12-11,2026-01-11,2028-11-25,6221.14,15.78,36,Bi-Weekly,Vehicle,Female,23-Mar-1976,Widowed,4,Informal_Sector,,385.22,4,Guarantor,OneMoney,Manicaland ZJU7735,0,2025-01-30,2025-02-20,2025-03-22,2026-08-14,5993.18,103.96,18,Monthly,Vehicle,Male,08-Apr-1979,Widowed,3,Mining,29,2072.95,0,Savings,Bank_Transfer,Masvingo SDI6080,0,2025-02-15,2025-02-24,2025-04-09,2026-02-19,935.73,15.29,12,Weekly,Funeral,Male,27-Jul-2006,Married,1,Informal_Sector,13,,0,None,EcoCash,Harare CZV3482,2,2025-03-17,2025-03-31,2025-05-12,2027-03-21,4242.42,78.56,24,Monthly,Farming_Inputs,Male,16-Mar-2004,Single,0,Informal_Sector,30,248.65,2,Livestock,EcoCash,Masvingo PQX5630,1,2025-03-31,2025-04-21,2025-05-19,2028-04-05,7095.42,92.82,36,Monthly,Equipment,Male,14-May-1973,Married,2,Informal_Sector,22,452.7,1,None,Cash,Midlands NKZ0214,0,2025-12-19,2025-12-29,2026-02-06,2026-12-24,1168.39,139.32,12,Monthly,Debt_Consolidation,Male,29-Jan-1996,Married,0,Healthcare,71,363.94,2,None,EcoCash,Mashonaland_East HLX7206,1,2025-11-28,2025-11-29,2025-12-25,2028-11-13,14678.3,11.8,36,Monthly,Business_Expansion,Male,29-Apr-1978,Widowed,7,Telecom,178,776.66,6,Guarantor,EcoCash,Bulawayo YZX8841,1,2025-04-24,2025-04-30,2025-06-14,2028-04-14,27005.73,15.83,36,Monthly,Business_Expansion,Male,28-Mar-1984,Widowed,3,NGO,61,1311.12,0,Property,Cash,Manicaland ECQ2509,4,2025-07-18,2025-07-27,2025-09-03,2027-07-17,3939.85,19.09,24,Monthly,Home_Improvement,Female,29-Jan-1966,Widowed,4,Agriculture,65,138.94,2,None,EcoCash,Harare MYL9728,2,2026-01-28,2026-02-02,2026-03-13,2026-08-01,4699.47,101.39,6,Weekly,,Male,09-Aug-1991,Married,5,Manufacturing,74,297.05,5,Livestock,EcoCash,Mashonaland_West XAQ8230,1,2025-03-06,2025-03-19,2025-04-21,2026-03-14,8266.41,94.67,12,Weekly,Business_Expansion,Male,23-Mar-1994,Married,2,Transport,136,596.56,2,Property,Cash,Midlands RKG9466,5,2025-08-18,2025-08-20,2025-10-04,2026-02-16,650.21,147.74,6,Weekly,Funeral,Female,23-Oct-1996,Single,6,Agriculture,34,296.05,7,Savings,Cash,Midlands GFM9961,1,2025-06-21,2025-07-01,2025-08-04,2026-12-23,7711.57,115.16,18,Monthly,Working_Capital,Male,15-Feb-1993,Single,3,Mining,,478.61,1,Savings,EcoCash,Midlands ECR8128,3,2025-10-05,2025-10-19,2025-12-01,2027-10-09,2049.26,14.06,24,Monthly,Medical,Male,21-Jul-1981,Single,4,Retail_Trade,38,564.85,1,Property,Bank_Transfer,Harare UUR4860,0,2025-03-21,2025-04-09,2025-05-17,2025-10-06,3177.14,13.83,6,Monthly,Stock_Purchase,Male,07-Jul-1997,Married,3,Government,64,662.57,1,Livestock,EcoCash,Midlands XFW2308,3,2025-03-15,2025-03-31,2025-04-26,2025-09-27,940.34,13.57,6,Monthly,School_Fees,Male,14-Jun-1961,Married,1,Construction,82,377.37,3,Savings,EcoCash,Harare EGP4520,2,2025-01-16,2025-01-30,2025-02-25,2026-01-25,2678.41,92.2,12,Monthly,Working_Capital,Male,15-Jun-1978,Married,3,Manufacturing,26,381.15,3,Vehicle,OneMoney,Bulawayo KCR3281,0,2025-08-01,2025-08-07,2025-09-21,2027-01-29,616.48,120.03,18,Monthly,Funeral,Male,05-Aug-1985,Divorced,3,Agriculture,71,139.65,1,None,OneMoney,Harare LBZ5822,0,2026-02-07,2026-02-19,2026-03-28,2026-08-18,1727.86,16.32,6,Monthly,Debt_Consolidation,Female,08-May-1987,Married,3,Government,83,475.12,2,Property,EcoCash,Mashonaland_West MSP5345,3,2025-03-03,2025-03-17,2025-04-17,2026-03-12,943.35,73.2,12,Monthly,Rent,Male,26-Jun-2004,Single,0,Retail_Trade,20,254.39,0,Guarantor,InnBucks,Bulawayo UZX5829,0,2025-08-16,2025-08-29,2025-10-09,2026-08-24,4969.34,16.96,12,Monthly,Funeral,Female,28-Dec-2005,Single,,Informal_Sector,14,657.37,2,Guarantor,Bank_Transfer,Harare VLK8520,2,2025-06-28,2025-07-13,2025-08-24,2026-07-08,3464.06,73.32,12,Monthly,Farming_Inputs,Male,08-Feb-2001,Married,,Agriculture,5,,3,Livestock,Cash,Masvingo UFA7337,1,2025-07-26,2025-08-05,2025-09-02,2028-07-20,6798.63,14.83,36,Monthly,Equipment,Male,29-Sep-1972,Married,4,Construction,54,505.08,2,,EcoCash,Mashonaland_Central NZL9708,1,2025-04-19,2025-04-28,2025-05-25,2028-04-12,4042.84,131.84,36,Weekly,Business_Expansion,Female,28-Nov-1969,Divorced,2,Mining,,376.48,6,Guarantor,EcoCash,Matabeleland_South NPS8684,0,2025-11-01,2025-11-21,2025-12-21,2026-11-16,2825.67,99.79,12,Monthly,Wedding,Female,01-Mar-1974,Married,2,Construction,104,,2,,InnBucks,Harare DAB4074,1,2025-09-16,2025-09-21,2025-11-01,2027-09-11,15242.82,,24,Monthly,Stock_Purchase,Male,10-Dec-1987,Married,5,Transport,83,812.38,2,Vehicle,InnBucks,Harare KHQ2631,4,2026-02-16,2026-02-19,2026-03-21,2027-08-13,19786.48,20.38,18,Monthly,Equipment,Male,05-May-1983,Married,3,Finance,106,,1,Vehicle,EcoCash,Midlands LYE7723,1,2025-08-27,2025-08-29,2025-10-07,2027-02-20,2391.75,11.93,18,Monthly,Working_Capital,Male,12-Aug-1983,Married,5,Manufacturing,111,197.82,0,Guarantor,EcoCash,Mashonaland_East IGH2607,5,2026-01-03,2026-01-23,2026-02-28,2026-04-23,159.5,136.05,3,Weekly,Personal,Female,26-Oct-1958,Single,5,Informal_Sector,19,93.24,2,Guarantor,Bank_Transfer,Mashonaland_West TAI1258,1,2025-05-06,2025-05-10,2025-06-05,2028-04-24,8263.91,142.85,36,Monthly,Stock_Purchase,Male,23-Apr-1997,Single,2,Informal_Sector,44,325.08,0,Savings,EcoCash,Mashonaland_Central BOM8677,4,2025-07-12,2025-07-30,2025-09-10,2027-07-20,8428.96,14.58,24,Monthly,Home_Improvement,Male,23-May-1968,Divorced,3,Construction,93,245.69,0,Guarantor,Bank_Transfer,Masvingo RIA2278,1,2025-11-09,2025-11-16,2025-12-22,2026-05-15,7783.97,94.85,6,Monthly,Equipment,Male,04-Oct-1997,Married,4,Government,53,840.02,2,Guarantor,Bank_Transfer,Mashonaland_East MCP2020,1,2026-02-03,2026-02-06,2026-03-16,2027-07-31,17212.15,94.77,18,Monthly,Business_Expansion,Male,29-Oct-1993,Married,4,Mining,106,1621.13,1,Vehicle,EcoCash,Matabeleland_South DMU7521,2,2025-11-15,2025-12-05,2026-01-03,2027-11-25,4070.27,92.35,24,Monthly,Working_Capital,Male,16-Dec-1970,Divorced,5,Retail_Trade,28,511.14,3,Livestock,Bank_Transfer,Harare OAN2005,1,2025-11-07,2025-11-27,2025-12-23,2027-05-21,3094.56,15.56,18,Monthly,Stock_Purchase,Female,05-Apr-1972,Married,2,Education,77,384.92,1,Guarantor,Bank_Transfer,Harare QNX1018,3,2025-06-09,2025-06-28,2025-08-05,2027-06-18,4145.5,14.99,24,Monthly,Rent,Female,03-Feb-1992,Married,5,Finance,90,1338.72,2,Guarantor,EcoCash,Harare PIP0182,0,2024-12-17,2025-01-01,2025-02-14,2026-06-25,392.54,15.23,18,Monthly,Funeral,Male,07-Sep-1990,Divorced,3,Informal_Sector,40,238.95,2,None,Bank_Transfer,Harare GFF0570,3,2025-03-30,2025-04-18,2025-05-28,2027-04-08,1116.42,85.37,24,Monthly,Medical,Female,05-Oct-1958,Married,8,Transport,126,494.02,0,Guarantor,OneMoney,Harare YXA8986,1,2025-12-01,2025-12-13,2026-01-27,2027-06-06,2659.27,12.32,18,Monthly,Business_Expansion,Male,11-Sep-1978,Married,3,Retail_Trade,123,368.35,0,Property,InnBucks,Masvingo JLU8438,0,2025-05-11,2025-05-31,2025-07-14,2026-11-22,4789.76,140.37,18,Monthly,Livestock,Female,11-May-1968,Widowed,7,,105,681.04,1,Savings,Bank_Transfer,Matabeleland_South ZYW9004,1,2025-11-29,2025-12-05,2026-01-10,2026-11-30,16356.07,15.16,12,Monthly,Working_Capital,Female,03-Oct-1996,Single,5,Retail_Trade,34,881.25,2,Vehicle,Bank_Transfer,Mashonaland_West NFM3278,0,2025-09-08,2025-09-12,2025-10-24,2025-12-11,6913.93,120.79,3,Monthly,Farming_Inputs,Female,25-Jul-1999,Married,2,Finance,18,1869.77,1,Guarantor,EcoCash,Matabeleland_North KIU5533,2,2025-05-23,2025-06-11,2025-07-24,2026-06-06,11705.01,89.01,12,Monthly,Working_Capital,Female,13-Jun-2006,Single,0,Finance,18,864.71,1,Livestock,EcoCash,Mashonaland_East FBW2168,2,2025-08-13,2025-08-19,2025-09-25,2027-08-09,6025.17,10.88,24,Monthly,Farming_Inputs,Female,28-Jul-1988,Single,5,Healthcare,71,383.68,1,Livestock,EcoCash,Matabeleland_South NPG4374,3,2025-07-17,2025-08-01,2025-09-14,2026-01-28,1253.42,16.81,6,Monthly,Rent,Male,24-Mar-1991,Single,2,Education,115,433.07,1,Property,Bank_Transfer,Harare FJL3478,0,2025-12-11,2025-12-20,2026-01-28,2027-06-13,2088.24,87.53,18,Monthly,Vehicle,Male,03-May-1969,Divorced,4,Construction,73,505.45,0,Livestock,EcoCash,Manicaland CFC6920,1,2025-10-07,2025-10-16,2025-11-14,2026-10-11,22186.03,135.02,12,Monthly,Business_Expansion,Male,29-Jan-1997,Married,3,Finance,7,1046.85,5,Property,Bank_Transfer,Harare YLG9645,0,2025-07-22,2025-08-08,2025-09-03,2026-02-04,3302.76,14.9,6,Bi-Weekly,Funeral,Female,28-Nov-2003,Single,0,Manufacturing,9,749.31,1,None,Cash,Harare HQA1719,3,2024-12-25,2025-01-03,2025-02-14,2025-12-29,1250.02,17.32,12,Monthly,Personal,Male,24-Jun-1991,,1,Retail_Trade,71,698.95,2,,EcoCash,Bulawayo AWQ8996,3,2026-01-23,2026-01-29,2026-02-27,2027-07-23,4230.77,15.33,18,Monthly,Medical,Female,17-Dec-1996,Divorced,2,Retail_Trade,36,1005.77,1,None,Cash,Harare ZXA8304,1,2025-02-07,2025-02-23,2025-03-22,2027-02-13,10800.15,142.37,24,Monthly,Working_Capital,Male,26-Apr-1968,Married,3,Manufacturing,,534.57,1,Property,EcoCash,Harare UYR1714,1,2025-03-08,2025-03-10,2025-04-05,2026-09-01,2149.96,126.11,18,Monthly,Working_Capital,Male,02-Mar-1996,Married,3,Informal_Sector,47,473.92,1,,EcoCash,Harare IWS8403,0,2025-09-08,2025-09-15,2025-10-24,2026-03-14,1793.95,18.0,6,Bi-Weekly,Vehicle,Female,01-Aug-1971,Married,4,Government,173,436.29,4,Guarantor,EcoCash,Manicaland BGN8123,1,2025-07-26,2025-08-03,2025-09-11,2026-07-29,11351.52,108.85,12,Monthly,Working_Capital,Female,02-Oct-2003,Single,0,Retail_Trade,38,,2,None,InnBucks,Mashonaland_West JQP2398,2,2025-09-03,2025-09-24,2025-11-04,2026-09-19,2742.65,109.5,12,Monthly,Livestock,Male,19-May-1992,Married,5,Government,,547.57,4,Property,Bank_Transfer,Mashonaland_West XBS8326,2,2025-12-10,2025-12-27,2026-02-03,2027-12-17,15405.07,15.5,24,Monthly,Farming_Inputs,Female,23-Aug-1985,Married,1,Telecom,89,,2,Guarantor,EcoCash,Bulawayo FNI7163,1,2025-07-03,2025-07-21,2025-08-26,2026-07-16,1526.2,11.08,12,Bi-Weekly,Business_Expansion,Male,25-Jul-1999,Single,1,Agriculture,39,144.51,1,Savings,OneMoney,Manicaland SOP6458,1,2026-01-20,2026-01-31,2026-03-07,2028-01-21,12127.48,15.95,24,Monthly,Equipment,Female,11-Apr-1990,Single,3,Government,59,,5,Vehicle,Cash,Mashonaland_West PIF5803,3,2025-01-12,2025-01-22,2025-02-22,2026-07-16,2431.88,110.98,18,Bi-Weekly,Personal,Female,24-Feb-2008,Single,1,Retail_Trade,3,535.32,6,Guarantor,EcoCash,Midlands MKD6010,2,2025-05-06,2025-05-22,2025-06-24,2026-05-17,4529.81,115.87,12,Monthly,Equipment,Male,05-Jun-1992,Married,2,Manufacturing,110,409.37,0,Savings,Bank_Transfer,Masvingo FMP7211,2,2025-10-07,2025-10-12,2025-11-24,2026-10-07,9698.79,90.63,12,Monthly,Livestock,Female,04-Oct-1994,Married,4,,33,947.57,4,Property,Bank_Transfer,Harare VHF3016,0,2025-07-28,2025-07-30,2025-09-10,2026-07-25,3992.45,104.85,12,Monthly,Personal,Male,22-Jan-1986,Married,4,NGO,40,1746.64,2,Property,Cash,Midlands IWS3982,1,2025-11-02,2025-11-15,2025-12-17,2026-05-14,7023.46,14.06,6,Monthly,Working_Capital,Male,05-Jan-1999,Married,3,Retail_Trade,9,283.87,1,Vehicle,EcoCash,Mashonaland_East TQQ4585,3,2025-11-04,2025-11-10,2025-12-22,2027-10-31,1088.52,13.57,24,Weekly,Medical,Male,02-Mar-1958,Divorced,0,Education,122,,4,None,Cash,Masvingo ADE5557,3,2025-08-21,2025-09-04,2025-10-18,2027-08-25,514.0,12.69,24,Monthly,Personal,Female,05-Dec-2002,Single,2,Agriculture,33,165.44,0,None,InnBucks,Mashonaland_West EGQ3082,0,2026-01-09,2026-01-10,2026-02-05,2026-04-10,439.76,110.05,3,Monthly,Equipment,Male,26-Apr-1993,Single,1,Construction,52,,1,Savings,EcoCash,Manicaland HQD0501,2,2025-04-24,2025-05-10,2025-06-07,2026-02-04,1644.11,107.29,9,Monthly,Livestock,Female,02-Nov-1990,Single,2,Education,40,309.0,0,Property,Cash,Masvingo KMK3923,0,2025-03-30,2025-04-17,2025-05-16,2026-04-12,497.61,15.94,12,Monthly,School_Fees,Female,14-Dec-1979,Married,4,Informal_Sector,15,181.44,1,None,InnBucks,Masvingo DAH8950,3,2025-02-08,2025-02-13,2025-03-11,2027-02-03,2026.8,13.93,24,Monthly,Debt_Consolidation,Male,23-Oct-1972,,3,Informal_Sector,14,398.22,3,,Bank_Transfer,Mashonaland_Central CYI7850,1,2025-10-02,2025-10-09,2025-11-14,2026-10-04,8062.59,99.22,12,Monthly,Business_Expansion,Female,31-Dec-1982,Married,,Retail_Trade,100,408.37,4,Vehicle,EcoCash,Bulawayo LKI8677,2,2026-02-09,2026-02-17,2026-04-01,2026-08-16,5324.05,103.29,6,Monthly,Farming_Inputs,Female,02-Sep-1992,Married,4,Government,134,376.62,2,Livestock,EcoCash,Midlands WPJ1514,0,2025-03-18,2025-04-06,2025-05-07,2025-10-03,667.35,17.76,6,Monthly,Home_Improvement,Male,28-Apr-1995,Married,2,Informal_Sector,9,225.51,2,Property,EcoCash,Manicaland SFZ0122,2,2025-07-01,2025-07-09,2025-08-03,2026-04-05,3572.21,118.37,9,Monthly,Equipment,Male,20-Feb-1968,Married,8,Government,168,370.76,0,Vehicle,Cash,Masvingo FHA4722,3,2025-04-16,2025-05-02,2025-06-09,2026-04-27,4209.74,,12,Weekly,School_Fees,Female,05-Jul-1966,Single,,Finance,55,728.32,1,Guarantor,Cash,Matabeleland_South WNY7098,0,2025-02-07,2025-02-25,2025-04-11,2026-02-20,815.05,132.51,12,Monthly,Home_Improvement,Male,19-Jan-1958,Married,6,Agriculture,43,187.3,2,Savings,Bank_Transfer,Bulawayo UEP3307,3,2025-06-11,2025-06-26,2025-08-02,2025-12-23,122.11,13.57,6,Monthly,Medical,Male,24-Jan-1981,Widowed,3,Informal_Sector,16,66.25,0,Guarantor,Bank_Transfer,Mashonaland_East GAJ4574,3,2025-06-06,2025-06-14,2025-07-16,2026-12-06,2100.35,12.3,18,Monthly,Rent,Male,03-Jan-1982,Married,2,Government,71,504.41,0,Guarantor,Bank_Transfer,Manicaland KYG4754,2,2026-01-23,2026-02-04,2026-03-12,2027-07-29,9846.51,127.8,18,Bi-Weekly,Farming_Inputs,Male,25-Nov-2004,Single,0,Telecom,22,1028.64,2,None,Bank_Transfer,Harare BCY3028,3,2026-01-08,2026-01-20,2026-03-04,2027-01-15,506.0,15.86,12,Weekly,Rent,Male,16-Feb-1962,Married,6,Agriculture,43,102.24,1,Savings,EcoCash,Matabeleland_North LFF1558,1,2025-11-26,2025-11-28,2026-01-11,2027-11-18,8628.98,17.3,24,Monthly,Business_Expansion,Female,03-Mar-1986,Married,5,Retail_Trade,101,562.04,0,Property,EcoCash,Midlands YBS7007,0,2025-07-17,2025-07-22,2025-09-02,2027-01-13,516.16,15.46,18,Monthly,School_Fees,Male,19-Mar-1987,Divorced,1,Informal_Sector,30,144.59,0,Guarantor,InnBucks,Mashonaland_Central NKO2158,1,2025-02-01,2025-02-02,2025-03-08,2026-01-28,2205.93,110.18,12,Monthly,Equipment,Female,15-Oct-1985,Divorced,1,Informal_Sector,30,366.17,3,None,EcoCash,Harare SPX9613,3,2025-03-03,2025-03-07,2025-04-04,2026-03-02,1725.92,15.54,12,Monthly,Personal,Female,10-Jun-1988,Married,3,Retail_Trade,75,555.9,0,Guarantor,Bank_Transfer,Harare NON7604,1,2025-01-01,2025-01-19,2025-02-16,2026-01-14,2784.51,92.43,12,Monthly,Working_Capital,Female,29-Aug-1971,Married,8,Agriculture,43,,0,None,Bank_Transfer,Harare FFN7247,1,2025-08-14,2025-08-29,2025-10-12,2026-08-24,5949.69,112.14,12,Bi-Weekly,Working_Capital,Female,05-Jul-1989,Single,,Retail_Trade,59,354.33,2,Vehicle,EcoCash,Mashonaland_West SQG1697,2,2025-08-25,2025-09-14,2025-10-13,2026-09-09,8645.93,81.55,12,Monthly,Farming_Inputs,Male,02-Apr-1975,Married,3,Construction,68,663.19,2,Livestock,Bank_Transfer,Mashonaland_East YDA3984,4,2025-09-20,2025-10-04,2025-11-08,2027-03-28,16920.17,14.24,18,Bi-Weekly,Equipment,Female,14-Aug-1998,Married,3,Government,109,983.76,0,Vehicle,EcoCash,Harare DFB8435,3,2025-09-25,2025-10-02,2025-11-07,2027-03-26,471.53,14.51,18,Monthly,School_Fees,Male,21-Jul-2002,Single,0,Agriculture,4,136.91,4,Savings,Cash,Matabeleland_North VYJ0443,3,2025-06-18,2025-06-30,2025-08-03,2026-06-25,998.09,17.28,12,Monthly,Medical,Female,11-Oct-1972,Married,2,Retail_Trade,81,247.95,1,Guarantor,EcoCash,Manicaland VCP7262,2,2025-05-22,2025-05-24,2025-06-18,2025-11-20,1809.22,95.8,6,Monthly,Livestock,Female,06-Jul-1983,Married,3,Agriculture,27,126.64,1,Livestock,Bank_Transfer,Harare WRN3435,1,2024-12-17,2025-01-06,2025-02-01,2026-01-01,3555.22,13.44,12,Monthly,Equipment,Male,11-Mar-1983,,5,Construction,127,312.86,2,Savings,EcoCash,Manicaland BTT2446,0,2025-02-12,2025-02-16,2025-03-19,2025-08-15,4170.14,85.48,6,Monthly,Funeral,Male,06-Aug-1985,Divorced,0,Mining,40,866.83,3,Savings,Cash,Manicaland LAH5377,1,2024-12-19,2025-01-05,2025-02-01,2025-12-31,3508.39,97.37,12,Monthly,Business_Expansion,Male,28-Jun-1979,Married,3,Government,21,937.66,1,None,EcoCash,Harare HSW3806,0,2025-05-04,2025-05-24,2025-06-27,2026-11-15,4050.72,,18,Monthly,Debt_Consolidation,Male,12-Oct-1992,Married,2,Manufacturing,48,681.81,4,None,EcoCash,Harare HRO1928,2,2025-09-03,2025-09-15,2025-10-12,2026-09-10,10286.86,11.1,12,Monthly,Farming_Inputs,Male,28-Jul-2005,Single,0,Construction,23,725.74,0,None,EcoCash,Manicaland XLU8146,0,2025-01-24,2025-02-12,2025-03-22,2026-08-06,1555.76,17.49,18,Monthly,Livestock,Female,23-May-1982,Divorced,3,Education,87,334.52,2,None,Bank_Transfer,Manicaland SIN1614,4,2025-05-23,2025-05-27,2025-07-09,2028-05-11,24816.2,,36,Monthly,Home_Improvement,Male,14-Nov-2000,Married,2,Mining,,841.9,4,Guarantor,EcoCash,Mashonaland_West BLN1988,0,2025-06-03,2025-06-15,2025-07-18,2025-12-12,7789.56,16.0,6,Monthly,Debt_Consolidation,Female,20-Nov-1974,Married,4,Retail_Trade,17,,2,Savings,Bank_Transfer,Mashonaland_East XHK7418,4,2026-02-25,2026-02-28,2026-04-12,2029-02-12,10904.92,21.22,36,Monthly,Vehicle,Male,10-Nov-1997,Divorced,2,Finance,25,648.26,3,Savings,EcoCash,Midlands ZCA7979,3,2025-12-31,2026-01-10,2026-02-09,2027-01-05,521.48,14.7,12,Monthly,Rent,Female,25-Jul-2001,Single,4,Agriculture,14,148.74,0,Savings,Cash,Bulawayo XLB2047,2,2026-02-10,2026-02-11,2026-03-27,2026-11-08,3918.35,100.68,9,Monthly,Equipment,Female,17-Jan-1995,Divorced,1,Construction,53,583.13,2,Property,,Harare QAU3695,2,2026-01-22,2026-02-09,2026-03-08,2027-02-04,15224.08,140.66,12,Monthly,Farming_Inputs,Male,26-Jun-1978,Married,8,Mining,92,1620.55,2,Livestock,Cash,Masvingo GOG3970,3,2025-09-18,2025-09-23,2025-11-01,2026-03-22,515.35,17.28,6,Weekly,Medical,Female,27-Feb-1994,Married,3,Informal_Sector,13,174.09,3,Guarantor,Bank_Transfer,Mashonaland_East ISN5239,0,2025-11-27,2025-11-28,2025-12-28,2027-11-18,1448.21,15.62,24,Monthly,Business_Expansion,Female,22-Jun-1977,Married,5,Retail_Trade,108,305.73,0,Vehicle,Bank_Transfer,Mashonaland_Central CPU1536,5,2025-04-15,2025-04-17,2025-05-28,2025-06-16,538.17,167.77,2,Bi-Weekly,Medical,Male,27-Feb-1995,Married,3,Construction,139,,1,,Cash,Manicaland MKX9001,4,2025-08-26,2025-08-30,2025-10-12,2028-08-14,1924.82,15.45,36,Monthly,Equipment,Female,01-Jul-2006,Single,1,Manufacturing,7,300.46,1,None,EcoCash,Midlands KOR9892,3,2025-07-30,2025-08-18,2025-09-20,2026-08-13,1021.98,68.18,12,Monthly,Medical,Male,05-Feb-1956,Married,5,Manufacturing,128,267.82,0,Savings,Cash,Manicaland NLU9073,5,2025-01-30,2025-01-31,2025-02-27,2025-05-01,1346.38,137.45,3,Bi-Weekly,Personal,Female,07-Jan-1981,Married,4,NGO,104,1409.3,3,None,EcoCash,Matabeleland_South KIU5875,2,2025-10-05,2025-10-13,2025-11-20,2026-04-11,28916.3,78.69,6,Monthly,Farming_Inputs,Female,07-May-1999,Married,2,Finance,36,1901.82,3,Property,InnBucks,Mashonaland_West WDP5238,0,2025-12-30,2026-01-12,2026-02-15,2026-04-12,2504.64,117.32,3,Monthly,Farming_Inputs,Male,29-Mar-2005,Single,1,Agriculture,21,354.1,0,None,Bank_Transfer,Harare UDM5755,2,2025-06-29,2025-07-03,2025-08-10,2026-06-28,5570.94,12.46,12,Monthly,Equipment,Female,15-Sep-1974,Married,5,Retail_Trade,33,318.61,5,Livestock,InnBucks,Midlands GUK5794,3,2025-03-08,2025-03-25,2025-04-28,2026-03-20,2906.3,10.93,12,Monthly,Personal,Male,05-Feb-1995,Divorced,3,Education,44,686.95,2,None,EcoCash,Mashonaland_East FYM8868,3,2025-04-14,2025-04-22,2025-06-02,2027-04-12,463.01,18.47,24,Monthly,School_Fees,Female,14-Mar-1967,Married,2,Informal_Sector,18,160.58,0,Savings,InnBucks,Harare BHK2487,0,2025-07-21,2025-08-08,2025-09-09,2027-07-29,2343.1,131.41,24,Monthly,Business_Expansion,Female,10-Nov-1997,Divorced,3,Informal_Sector,5,410.7,2,Savings,EcoCash,Harare ZRG1286,0,2025-04-08,2025-04-26,2025-05-28,2025-10-23,1125.22,123.12,6,Weekly,Funeral,Male,08-Jan-2002,Single,0,Informal_Sector,7,170.62,2,Savings,OneMoney,Matabeleland_North XUH3076,0,2025-10-19,2025-10-20,2025-11-24,2026-01-18,4063.81,132.71,3,Monthly,Personal,Female,11-Dec-2005,Single,0,Healthcare,10,710.68,1,Property,EcoCash,Mashonaland_East UUM2341,5,2025-02-19,2025-03-11,2025-04-24,2025-05-10,175.76,,2,Monthly,Funeral,Male,18-Dec-1980,Married,6,Informal_Sector,3,121.66,2,Savings,InnBucks,Harare ZJX6721,2,2026-01-09,2026-01-29,2026-02-26,2026-07-28,2418.91,9.17,6,Monthly,Farming_Inputs,Male,05-Nov-2005,Divorced,2,Government,22,382.25,5,None,OneMoney,Manicaland SXV7548,1,2025-07-01,2025-07-22,2025-09-03,2026-01-18,11453.77,84.53,6,Monthly,Stock_Purchase,Male,17-Sep-1984,Widowed,1,Retail_Trade,6,609.55,3,Guarantor,OneMoney,Mashonaland_East ETL5828,0,2025-09-03,2025-09-12,2025-10-17,2026-03-11,5459.13,16.29,6,Monthly,Stock_Purchase,Male,30-Jul-1996,Divorced,0,Government,75,863.24,0,,EcoCash,Midlands YBV0249,5,2025-05-29,2025-06-16,2025-07-11,2025-07-16,1359.9,123.2,1,Monthly,Personal,Female,25-Mar-2002,Single,0,Construction,18,725.6,2,Guarantor,EcoCash,Midlands YWV0248,3,2025-07-01,2025-07-21,2025-08-20,2026-01-17,908.24,15.64,6,Monthly,School_Fees,Male,09-Jan-2004,Single,0,Agriculture,31,220.31,5,None,Cash,Harare LHV5651,2,2025-09-29,2025-10-12,2025-11-08,2026-10-07,8284.34,10.45,12,Bi-Weekly,Equipment,Male,02-Nov-1991,Single,5,Informal_Sector,18,551.08,1,Livestock,EcoCash,Manicaland PIJ2107,0,2025-03-03,2025-03-11,2025-04-11,2025-06-09,1489.63,17.15,3,Monthly,Home_Improvement,Male,20-Oct-1992,Married,3,,56,756.87,3,Savings,EcoCash,Bulawayo BAZ2922,5,2025-11-04,2025-11-09,2025-12-20,2026-05-08,1095.86,149.67,6,Monthly,Funeral,Male,02-Nov-1969,Married,3,Retail_Trade,81,734.65,1,Vehicle,EcoCash,Mashonaland_East BFN7414,0,2026-01-04,2026-01-16,2026-02-14,2027-07-10,8450.86,19.22,18,Monthly,Working_Capital,Male,06-Feb-1973,Married,3,Telecom,60,1790.01,2,Guarantor,OneMoney,Bulawayo LCJ4382,2,2026-02-05,2026-02-23,2026-04-06,2027-08-17,1262.34,98.83,18,Monthly,Farming_Inputs,Male,18-Jan-1995,Single,3,Retail_Trade,72,218.92,2,Property,EcoCash,Harare MSZ7963,1,2025-06-21,2025-07-12,2025-08-23,2026-01-08,2931.39,117.31,6,Bi-Weekly,Working_Capital,Female,20-Mar-1984,Married,4,Informal_Sector,12,130.32,1,None,EcoCash,Harare LLQ7511,4,2025-11-09,2025-11-29,2026-01-07,2027-05-23,4910.9,18.09,18,Monthly,Vehicle,Male,23-Dec-1969,Married,4,Education,51,360.27,0,None,Cash,Manicaland EZQ8929,0,2025-05-08,2025-05-28,2025-06-22,2025-11-24,1496.07,108.5,6,Monthly,Livestock,Female,21-Mar-1991,Married,1,Government,32,515.26,1,Savings,Bank_Transfer,Harare EYW3271,0,2025-02-05,2025-02-15,2025-03-23,2026-02-10,1573.52,133.48,12,Bi-Weekly,Debt_Consolidation,Male,06-May-1995,Married,1,,59,351.15,1,Livestock,InnBucks,Midlands LUR2550,0,2025-08-28,2025-09-01,2025-10-01,2025-11-30,489.54,90.98,3,Monthly,Vehicle,Female,06-Nov-1993,Divorced,3,Informal_Sector,19,354.09,4,Savings,EcoCash,Mashonaland_Central KWV5171,4,2025-12-05,2025-12-07,2026-01-15,2028-11-21,7210.43,81.47,36,Monthly,Home_Improvement,Female,01-Apr-1975,Married,3,Construction,,378.9,3,Property,EcoCash,Harare BJP6002,2,2025-08-07,2025-08-24,2025-09-25,2027-08-14,1271.01,103.81,24,Weekly,Farming_Inputs,Male,15-Mar-1983,Married,5,Agriculture,,279.73,5,Livestock,EcoCash,Bulawayo GAZ6352,1,2026-01-05,2026-01-19,2026-02-25,2029-01-03,4048.54,122.19,36,Monthly,Business_Expansion,Female,03-Apr-2001,Single,,Healthcare,19,438.28,1,None,Bank_Transfer,Midlands NOE5899,1,2025-07-20,2025-07-25,2025-08-28,2026-01-21,9175.15,105.98,6,Monthly,Working_Capital,Female,08-Apr-1997,Widowed,4,Retail_Trade,84,605.61,1,Vehicle,EcoCash,Harare GSO6330,1,2025-10-31,2025-11-08,2025-12-23,2028-10-23,5023.99,14.89,36,Weekly,Working_Capital,Male,19-Sep-1997,Married,4,Agriculture,21,360.68,1,Vehicle,EcoCash,Mashonaland_East DAH7009,0,2025-10-28,2025-11-10,2025-12-22,2026-11-05,674.6,111.76,12,Monthly,,Male,04-Dec-1972,Married,3,Informal_Sector,8,153.41,1,Savings,Cash,Mashonaland_West SLF0607,3,2026-01-08,2026-01-18,2026-02-15,2027-01-13,521.08,15.77,12,Monthly,Personal,Male,13-Jul-1982,Divorced,,Informal_Sector,32,141.55,2,None,EcoCash,Matabeleland_North PSS4938,0,2026-01-06,2026-01-16,2026-02-15,2027-01-11,220.68,142.69,12,Monthly,Vehicle,Male,29-Aug-1963,Married,4,Agriculture,85,139.48,2,Guarantor,Bank_Transfer,Mashonaland_West YGX9689,1,2025-10-10,2025-10-31,2025-11-28,2027-04-24,4571.69,16.53,18,Monthly,Equipment,Female,06-Dec-1960,Divorced,1,Manufacturing,94,,0,None,Cash,Harare BYQ1680,0,2024-12-29,2025-01-16,2025-02-15,2025-04-16,1912.9,15.34,3,Monthly,Working_Capital,Male,30-Mar-2007,Single,0,Agriculture,,274.74,0,None,Bank_Transfer,Harare NSD5065,1,2025-03-31,2025-04-03,2025-05-05,2026-03-29,2120.61,90.33,12,Monthly,Equipment,Male,12-Jan-1996,Single,5,Informal_Sector,28,215.08,0,Savings,Bank_Transfer,Mashonaland_West SBI5104,3,2025-10-30,2025-11-05,2025-11-28,2026-10-31,1159.64,17.26,12,Monthly,School_Fees,Male,29-Sep-1987,Divorced,4,Construction,122,468.79,1,Guarantor,EcoCash,Mashonaland_West URW5994,5,2026-01-11,2026-01-22,2026-02-17,2026-07-21,1460.7,137.48,6,Weekly,Medical,Male,09-Apr-1969,Widowed,0,Manufacturing,120,1135.23,5,Guarantor,EcoCash,Harare LPU4091,0,2026-02-06,2026-02-19,2026-03-26,2027-08-13,1940.62,126.92,18,Bi-Weekly,Personal,Male,08-Sep-1968,Married,2,Transport,84,266.82,5,Vehicle,EcoCash,Mashonaland_West UVH6494,2,2025-04-03,2025-04-05,2025-05-10,2025-10-02,8850.67,99.13,6,Monthly,Working_Capital,Male,20-Aug-1975,Married,2,Education,105,599.6,2,None,Bank_Transfer,Harare OIA6408,1,2025-07-22,2025-07-23,2025-09-02,2026-07-18,5824.69,112.89,12,Monthly,Stock_Purchase,Male,12-Jun-1974,Married,7,Agriculture,,289.96,2,Vehicle,InnBucks,Manicaland KJF9569,2,2025-09-12,2025-10-02,2025-11-04,2026-09-27,3632.92,73.26,12,Monthly,Working_Capital,Female,15-Dec-1981,Married,0,Education,49,,1,Property,Cash,Masvingo XSB8188,0,2025-08-25,2025-09-06,2025-10-09,2026-09-01,2282.82,146.69,12,Bi-Weekly,Wedding,Male,26-Dec-1990,Married,,Informal_Sector,23,,1,None,EcoCash,Harare KPN3155,1,2025-04-02,2025-04-14,2025-05-23,2028-03-29,5036.16,103.87,36,Monthly,Stock_Purchase,Female,08-Mar-2005,Single,2,Informal_Sector,8,400.39,3,Property,Bank_Transfer,Mashonaland_East FSZ2003,4,2025-07-16,2025-07-25,2025-08-26,2026-07-20,5277.89,16.97,12,Monthly,Home_Improvement,Female,25-Jul-1974,Married,5,Agriculture,54,179.61,0,None,EcoCash,Mashonaland_East ESE6389,2,2025-06-21,2025-07-08,2025-08-17,2026-07-03,3767.67,75.95,12,Monthly,Working_Capital,Male,18-Dec-1986,Married,3,Retail_Trade,157,,3,Livestock,OneMoney,Harare EQS2051,2,2025-02-18,2025-03-09,2025-04-19,2026-08-31,7151.58,87.74,18,Monthly,Livestock,Male,02-Mar-1991,Married,4,Mining,54,817.59,3,Livestock,EcoCash,Mashonaland_East JXM7806,0,2025-08-09,2025-08-29,2025-10-08,2026-02-25,7522.0,117.31,6,Weekly,Funeral,Female,15-Sep-2003,Widowed,0,Telecom,21,847.9,2,None,EcoCash,Bulawayo FAG4187,3,2025-05-27,2025-06-11,2025-07-06,2027-06-01,2910.45,15.06,24,Monthly,Personal,Female,13-Nov-1976,Married,3,Construction,31,522.9,1,,EcoCash,Harare PSW9861,4,2025-10-29,2025-11-04,2025-12-16,2028-10-19,10334.09,15.42,36,Monthly,Home_Improvement,Female,30-May-1999,Married,5,,46,589.38,3,Vehicle,InnBucks,Manicaland ZZA4074,4,2025-06-05,2025-06-08,2025-07-09,2028-05-23,6220.77,17.9,36,Monthly,Home_Improvement,Male,16-Oct-1997,Single,0,Manufacturing,29,626.9,3,Savings,Cash,Masvingo HAU2809,5,2025-11-29,2025-12-03,2026-01-12,2026-06-01,102.43,174.97,6,Weekly,,Male,02-Dec-1966,Divorced,3,Agriculture,106,140.23,4,Guarantor,OneMoney,Bulawayo VPW4006,0,2025-08-17,2025-09-01,2025-10-14,2025-11-30,1458.55,116.91,3,Monthly,School_Fees,Male,28-Feb-1959,Single,4,Transport,51,238.49,3,Vehicle,EcoCash,Bulawayo GEK2385,1,2025-04-11,2025-04-22,2025-05-17,2026-04-17,6837.6,13.54,12,Monthly,Equipment,Female,27-Mar-1998,Married,5,Agriculture,26,303.63,6,Property,Cash,Matabeleland_North PSK0074,1,2025-11-30,2025-12-19,2026-01-22,2026-12-14,10994.49,93.1,12,Weekly,Business_Expansion,Female,20-Jun-1968,Married,2,Government,130,500.33,0,Livestock,EcoCash,Masvingo JDP9071,0,2025-07-21,2025-07-31,2025-08-28,2026-01-27,1762.84,14.85,6,Monthly,School_Fees,Female,30-Dec-1992,Single,2,Agriculture,102,220.52,2,None,Cash,Masvingo BJT2367,0,2025-10-08,2025-10-26,2025-11-28,2026-10-21,1158.69,103.68,12,Monthly,Funeral,Female,27-Feb-2005,Single,2,Agriculture,9,301.08,1,None,EcoCash,Harare WZL3394,1,2025-04-10,2025-04-16,2025-05-28,2027-04-06,16779.6,11.56,24,Weekly,Equipment,Female,29-May-1960,Married,4,Government,88,,0,Savings,Cash,Harare YMZ2832,1,2025-11-10,2025-11-20,2025-12-25,2028-11-04,18771.24,15.29,36,Monthly,Working_Capital,Male,20-Jan-2005,Single,1,NGO,,953.33,1,Property,EcoCash,Harare CAV4415,3,2025-12-28,2026-01-13,2026-02-10,2027-01-08,1518.81,15.6,12,Monthly,Debt_Consolidation,Male,19-Aug-1961,Divorced,2,Informal_Sector,29,538.62,1,Guarantor,EcoCash,Harare IWC6782,1,2025-04-11,2025-04-25,2025-05-28,2026-04-20,10042.8,103.35,12,Monthly,Working_Capital,Male,22-Mar-1983,Single,5,Government,69,910.4,4,None,EcoCash,Midlands FYS1072,0,2025-06-25,2025-07-13,2025-08-15,2026-01-09,1625.65,86.75,6,Monthly,Business_Expansion,Male,19-Dec-1981,Divorced,4,Retail_Trade,71,293.82,0,None,EcoCash,Manicaland BKO8859,0,2025-07-18,2025-07-28,2025-08-24,2027-07-18,813.71,154.3,24,Monthly,Medical,Male,16-Jun-1971,Widowed,2,Retail_Trade,65,248.41,1,Livestock,InnBucks,Harare XPA1096,3,2025-01-04,2025-01-15,2025-02-22,2025-07-14,10463.53,14.92,6,Monthly,Personal,Male,30-Apr-1997,Married,2,Telecom,24,1800.58,2,Savings,Bank_Transfer,Mashonaland_East UTK9333,3,2025-10-21,2025-11-01,2025-12-03,2027-04-25,5516.3,12.65,18,Monthly,Debt_Consolidation,Female,17-Apr-1982,Married,0,Telecom,30,1812.24,3,None,InnBucks,Harare JUH0752,0,2025-01-27,2025-02-03,2025-03-18,2025-05-04,1084.69,129.04,3,Bi-Weekly,Business_Expansion,Female,07-Aug-1995,Divorced,3,Agriculture,48,159.34,4,Property,Bank_Transfer,Mashonaland_West CWE4540,1,2025-04-01,2025-04-06,2025-05-13,2026-04-01,7029.63,117.95,12,Monthly,Equipment,Male,14-Mar-2006,Single,0,,17,784.11,0,,Cash,Mashonaland_Central GTT5772,4,2025-09-12,2025-09-16,2025-10-24,2028-08-31,10844.74,16.34,36,Monthly,Home_Improvement,Male,31-Dec-1979,Divorced,3,Informal_Sector,19,349.3,3,Vehicle,EcoCash,Mashonaland_Central NMS7261,0,2025-11-02,2025-11-03,2025-12-17,2027-10-24,765.1,144.38,24,Monthly,Rent,Male,16-Jan-1980,Single,2,Retail_Trade,72,252.58,4,Guarantor,Bank_Transfer,Manicaland NFC6092,0,2025-12-26,2026-01-14,2026-02-10,2026-04-14,490.04,108.41,3,Monthly,Farming_Inputs,Male,13-Oct-1996,Married,6,Agriculture,25,68.5,4,Property,Bank_Transfer,Harare SGY9017,1,2025-03-22,2025-03-28,2025-05-12,2026-09-19,10338.4,11.62,18,Monthly,Stock_Purchase,Female,05-Oct-1981,Single,2,Construction,47,439.08,2,Property,Cash,Mashonaland_Central IQE8101,2,2025-03-02,2025-03-15,2025-04-20,2026-03-10,3751.46,13.1,12,Weekly,Farming_Inputs,Male,21-Oct-2002,Married,0,Education,22,302.02,4,Livestock,InnBucks,Harare SCV6718,0,2025-03-20,2025-03-31,2025-04-27,2025-09-27,1953.49,,6,Monthly,Equipment,Female,29-May-1972,Married,5,Retail_Trade,25,241.64,3,None,Bank_Transfer,Bulawayo CHG1677,0,2025-09-19,2025-10-08,2025-11-12,2027-04-01,2702.61,16.64,18,Monthly,School_Fees,Male,18-Dec-1994,Married,2,Telecom,24,674.88,1,None,InnBucks,Matabeleland_North FXY2129,3,2025-12-07,2025-12-22,2026-02-05,2026-12-17,1981.74,14.54,12,Monthly,Medical,Male,13-Aug-1988,Married,2,Retail_Trade,114,583.96,1,Guarantor,Bank_Transfer,Harare GDF6179,0,2025-05-16,2025-06-06,2025-07-02,2025-12-03,2462.78,123.76,6,Bi-Weekly,Business_Expansion,Female,11-Aug-1990,Married,0,Agriculture,101,366.19,4,None,Bank_Transfer,Midlands VLB7065,2,2025-12-09,2025-12-10,2026-01-04,2026-12-05,951.81,108.67,12,Monthly,Farming_Inputs,Female,10-Jul-1960,Single,,Agriculture,56,169.46,1,None,EcoCash,Midlands HUT0035,4,2025-05-04,2025-05-22,2025-06-21,2029-05-01,4977.07,14.25,48,Monthly,Vehicle,Male,03-Sep-1977,Married,0,Agriculture,,,0,None,Bank_Transfer,Mashonaland_Central CQT4321,0,2025-11-23,2025-12-09,2026-01-21,2027-11-29,4328.57,90.31,24,Monthly,Medical,Male,30-Jan-2004,Single,1,Manufacturing,19,670.12,0,None,EcoCash,Midlands EJC5633,2,2025-05-20,2025-06-06,2025-07-07,2026-03-03,3098.24,88.94,9,Monthly,Equipment,Female,31-Oct-1993,Single,3,Retail_Trade,97,330.12,1,Savings,OneMoney,Harare XFS1411,4,2026-02-03,2026-02-12,2026-03-20,2030-01-22,3484.3,16.89,48,Bi-Weekly,Home_Improvement,Male,04-Oct-1989,Married,3,Education,19,309.98,0,Guarantor,Cash,Mashonaland_Central SZP6865,2,2025-10-28,2025-11-04,2025-12-17,2027-04-28,1256.12,83.24,18,Monthly,Farming_Inputs,Male,27-May-1980,Married,1,Agriculture,72,219.47,2,None,Bank_Transfer,Bulawayo PRT5108,1,2025-09-17,2025-10-06,2025-11-10,2028-09-20,4970.25,15.44,36,Monthly,Stock_Purchase,Male,27-Dec-2004,Single,2,Informal_Sector,6,392.03,0,Vehicle,Cash,Mashonaland_East MFG7332,0,2025-05-21,2025-05-22,2025-06-20,2025-08-20,878.55,106.43,3,Monthly,Funeral,Female,20-Jul-2006,Married,0,Agriculture,13,153.03,0,None,Bank_Transfer,Harare IES6695,0,2025-05-28,2025-05-29,2025-07-13,2026-05-24,1230.43,121.75,12,Weekly,Funeral,Male,05-Mar-2007,Single,0,Government,17,479.4,3,Property,Bank_Transfer,Midlands BGF6096,0,2025-12-12,2025-12-20,2026-01-28,2026-06-18,2907.59,15.37,6,Monthly,Wedding,Female,28-Nov-1974,Married,3,Government,109,466.45,4,Savings,OneMoney,Bulawayo KMX2095,2,2025-10-23,2025-11-08,2025-12-22,2026-11-03,9633.03,111.82,12,Monthly,Farming_Inputs,Male,25-Jan-1996,Divorced,2,Retail_Trade,14,878.19,0,Livestock,Cash,Harare BXV0396,4,2025-03-06,2025-03-14,2025-04-14,2029-02-21,13230.57,80.25,48,Monthly,Vehicle,Female,21-Aug-1990,Married,3,Education,28,498.43,2,None,Bank_Transfer,Mashonaland_Central AAS7113,0,2025-04-01,2025-04-11,2025-05-07,2026-10-03,3613.56,17.77,18,Monthly,Stock_Purchase,Male,20-Jul-2006,Single,0,Informal_Sector,11,514.77,2,Vehicle,EcoCash,Harare LXU4185,0,2025-12-11,2025-12-20,2026-01-25,2026-06-18,1273.43,129.18,6,Monthly,Stock_Purchase,Female,25-Mar-1965,Married,,Mining,91,556.88,0,None,Bank_Transfer,Manicaland AMZ2875,0,2025-12-10,2025-12-25,2026-02-01,2027-06-18,3280.94,13.33,18,Monthly,School_Fees,Male,24-Dec-2004,Married,1,Construction,15,546.0,1,Livestock,OneMoney,Mashonaland_West VTO9083,0,2025-02-20,2025-02-21,2025-03-25,2027-02-11,1408.23,148.44,24,Monthly,Livestock,Male,05-Feb-1990,Married,1,Agriculture,30,199.04,1,Guarantor,EcoCash,Manicaland OYV2826,3,2026-02-11,2026-02-18,2026-03-17,2026-08-17,2091.74,16.46,6,Monthly,School_Fees,Female,07-May-1995,Divorced,1,Manufacturing,97,474.17,1,Guarantor,InnBucks,Harare RVB3422,4,2025-01-19,2025-01-30,2025-03-01,2027-01-20,6104.75,16.89,24,Monthly,Vehicle,Male,17-Mar-1960,Married,2,Education,45,301.94,1,Savings,InnBucks,Mashonaland_West VQL8869,0,2025-12-18,2025-12-25,2026-01-28,2027-12-15,4047.6,137.44,24,Monthly,,Male,08-May-1993,Married,2,Healthcare,151,531.11,1,Guarantor,Bank_Transfer,Mashonaland_West FHI3975,0,2025-01-18,2025-01-20,2025-02-16,2027-01-10,1918.5,153.53,24,Monthly,Working_Capital,Male,02-May-1975,Divorced,4,Informal_Sector,9,677.35,1,Guarantor,EcoCash,Matabeleland_South MRT5122,5,2025-03-22,2025-04-02,2025-04-28,2025-06-01,764.52,127.41,2,Weekly,Medical,Female,04-Nov-1970,Married,1,Retail_Trade,29,429.68,0,Guarantor,EcoCash,Midlands NZT2696,0,2025-12-08,2025-12-20,2026-01-28,2026-03-20,832.71,107.04,3,Monthly,Wedding,Male,07-Aug-1994,Married,2,Retail_Trade,,308.42,3,Vehicle,Cash,Mashonaland_Central UJV3086,5,2025-10-29,2025-11-19,2025-12-14,2026-05-18,1211.27,135.75,6,Weekly,Funeral,Male,06-Jan-1997,Married,1,Finance,107,542.69,0,Guarantor,Cash,Matabeleland_North MWX2959,0,2025-03-13,2025-03-19,2025-05-01,2026-03-14,1268.1,116.56,12,Monthly,,Male,22-Aug-2005,Single,1,Retail_Trade,3,241.21,4,Guarantor,EcoCash,Matabeleland_North JRH4241,2,2025-12-18,2025-12-28,2026-01-28,2026-12-23,3835.26,109.61,12,Monthly,Working_Capital,Female,27-Mar-1983,Divorced,6,Agriculture,83,266.91,0,Guarantor,Bank_Transfer,Mashonaland_Central WDY5282,1,2025-01-14,2025-01-16,2025-02-25,2027-01-06,812.9,106.42,24,Monthly,Business_Expansion,Female,06-Nov-2000,Married,4,Agriculture,24,116.8,5,Guarantor,Bank_Transfer,Bulawayo PFI9861,4,2025-03-07,2025-03-19,2025-04-28,2027-03-09,10276.34,19.53,24,Bi-Weekly,Vehicle,Male,29-Aug-1975,Widowed,,Retail_Trade,18,845.0,0,Vehicle,InnBucks,Mashonaland_West NLH1159,1,2025-10-10,2025-10-29,2025-11-23,2026-10-24,4447.24,11.18,12,Monthly,Working_Capital,Female,28-Oct-1994,Single,4,Agriculture,96,289.21,2,Vehicle,Cash,Bulawayo UMO9863,1,2025-12-06,2025-12-19,2026-01-24,2026-12-14,19752.11,109.01,12,Bi-Weekly,Business_Expansion,Male,01-Mar-1986,Married,6,Transport,56,913.16,1,Vehicle,Bank_Transfer,Manicaland WUA2558,2,2025-01-26,2025-01-31,2025-03-02,2026-01-26,9647.82,78.34,12,Weekly,Working_Capital,Male,06-May-1971,Married,1,Mining,74,1695.5,1,Savings,Bank_Transfer,Harare BOV2617,0,2025-10-01,2025-10-17,2025-11-18,2026-10-12,2025.91,14.61,12,Monthly,Working_Capital,Male,19-Mar-1979,Divorced,5,,59,272.56,5,Property,Bank_Transfer,Bulawayo HUF8662,0,2025-10-03,2025-10-21,2025-11-17,2026-10-16,3156.67,130.47,12,Monthly,Medical,Male,04-Oct-1971,Married,6,Retail_Trade,43,963.42,4,None,EcoCash,Bulawayo ZGV6167,1,2025-06-08,2025-06-12,2025-07-11,2027-06-02,1611.24,130.87,24,Bi-Weekly,Business_Expansion,Male,06-Dec-2003,Married,0,Informal_Sector,11,159.72,2,None,EcoCash,Manicaland FJI7768,0,2025-06-06,2025-06-26,2025-08-01,2026-12-18,1201.41,124.14,18,Bi-Weekly,Stock_Purchase,Female,04-Apr-1988,Married,2,Construction,,,0,None,EcoCash,Manicaland NYX8294,1,2025-06-20,2025-06-30,2025-07-28,2026-12-22,3013.88,12.65,18,Monthly,Business_Expansion,Male,29-Dec-1993,Married,1,Education,164,336.42,0,None,Cash,Mashonaland_West WCS2391,1,2025-10-21,2025-10-23,2025-12-04,2026-10-18,5651.81,13.3,12,Monthly,Equipment,Male,20-Nov-1981,Married,6,Retail_Trade,58,428.76,0,Guarantor,Cash,Harare YXT8825,2,2025-06-20,2025-07-07,2025-08-05,2027-06-27,4527.6,12.03,24,Monthly,Farming_Inputs,Female,29-May-1995,Divorced,2,Education,8,309.85,1,Livestock,EcoCash,Harare UYD1555,4,2025-03-26,2025-04-02,2025-05-01,2029-03-12,2886.59,16.96,48,Weekly,Equipment,Male,31-Dec-2004,Single,0,Informal_Sector,7,189.78,6,Livestock,EcoCash,Harare KDE4661,3,2025-12-30,2026-01-09,2026-02-19,2027-12-30,955.43,14.86,24,Monthly,Debt_Consolidation,Female,14-Jul-1998,Single,4,Agriculture,74,253.26,2,None,Cash,Mashonaland_West LFW3799,0,2025-07-16,2025-07-25,2025-09-05,2027-07-15,1627.92,136.41,24,Monthly,Wedding,Male,14-Aug-1994,Married,3,Government,108,546.01,3,Guarantor,EcoCash,Mashonaland_West BOI3325,0,2025-12-19,2026-01-04,2026-02-17,2027-12-25,3060.58,140.64,24,Monthly,Vehicle,Female,12-Mar-1981,Married,,Education,31,633.87,1,Savings,Cash,Matabeleland_South JBD3230,1,2025-03-06,2025-03-11,2025-04-09,2027-03-01,16595.18,104.54,24,Monthly,Equipment,Female,29-Jun-1985,Divorced,1,Healthcare,56,1090.49,1,Guarantor,EcoCash,Harare XOO2590,2,2025-05-24,2025-05-31,2025-06-27,2026-05-26,1053.98,107.23,12,Monthly,Farming_Inputs,Female,24-Apr-1998,Married,2,Informal_Sector,52,81.92,2,Property,InnBucks,Mashonaland_East VPY3256,4,2025-02-03,2025-02-22,2025-03-24,2026-08-16,7682.34,18.04,18,Bi-Weekly,Home_Improvement,Male,13-May-1997,Single,4,Agriculture,91,415.76,5,Vehicle,Cash,Masvingo FWK6396,2,2025-03-05,2025-03-16,2025-04-12,2026-09-07,1004.21,118.0,18,Bi-Weekly,Livestock,Male,25-Oct-1994,Single,3,Agriculture,55,179.23,3,Property,EcoCash,Matabeleland_South AAQ3587,0,2026-01-01,2026-01-16,2026-02-17,2027-07-10,3027.85,115.2,18,Monthly,Business_Expansion,Female,17-Mar-1970,Married,6,Retail_Trade,55,462.06,0,Savings,OneMoney,Midlands USX9973,0,2025-11-23,2025-12-05,2026-01-09,2026-06-03,702.23,16.85,6,Monthly,Home_Improvement,Male,15-Oct-1993,Widowed,3,Transport,59,368.76,3,Guarantor,InnBucks,Midlands ZFQ2099,1,2025-07-05,2025-07-06,2025-08-03,2027-06-26,8833.0,11.87,24,Monthly,Business_Expansion,Female,29-Jun-2008,Single,2,Agriculture,2,412.34,6,Guarantor,EcoCash,Mashonaland_East NSP0769,1,2025-03-09,2025-03-30,2025-05-09,2026-09-21,9257.33,15.95,18,Weekly,Business_Expansion,Male,04-Nov-2003,Single,1,Government,,563.64,0,Vehicle,Cash,Matabeleland_North VZW2794,0,2025-07-14,2025-07-31,2025-09-06,2025-10-29,3568.65,18.01,3,Monthly,Debt_Consolidation,Female,07-Nov-2005,Single,0,Construction,9,,2,Vehicle,EcoCash,Midlands FPQ9097,1,2026-01-14,2026-01-23,2026-03-02,2028-01-13,5426.03,14.63,24,Monthly,Equipment,Female,14-May-1965,Married,2,Retail_Trade,42,472.04,0,Vehicle,EcoCash,Harare FKC0825,0,2026-01-24,2026-02-01,2026-03-10,2026-05-02,2730.57,93.96,3,Monthly,,Male,06-Aug-1992,Single,3,,62,418.05,3,Property,Bank_Transfer,Harare RNJ6469,3,2025-06-06,2025-06-25,2025-07-24,2026-06-20,2469.3,13.57,12,Monthly,Debt_Consolidation,Female,24-Oct-1984,Married,1,Education,124,544.49,3,Guarantor,EcoCash,Harare FHX5987,1,2026-02-14,2026-02-28,2026-04-11,2028-02-18,3167.84,14.96,24,Monthly,Equipment,Female,28-Jun-1963,Single,5,Healthcare,,,4,None,InnBucks,Masvingo VKA7541,0,2025-11-07,2025-11-21,2026-01-02,2026-05-20,2308.9,118.39,6,Monthly,Personal,Female,31-Mar-1987,Married,2,Government,29,449.39,2,None,Bank_Transfer,Harare ENB5449,1,2025-05-30,2025-06-07,2025-07-19,2026-11-29,4425.55,118.38,18,Monthly,Working_Capital,Male,29-Aug-2007,Single,0,Construction,11,344.27,0,None,Cash,Midlands PAY7678,0,2025-05-06,2025-05-13,2025-06-18,2025-11-09,2323.53,88.47,6,Monthly,Working_Capital,Male,25-Oct-1985,Married,3,Government,68,530.47,0,Guarantor,Bank_Transfer,Midlands KZS3695,3,2025-09-20,2025-09-27,2025-10-24,2027-09-17,817.97,15.67,24,Monthly,Debt_Consolidation,Male,17-Feb-1966,Single,1,Education,41,351.25,3,Savings,Cash,Manicaland WNU0768,2,2025-02-13,2025-02-22,2025-04-04,2026-08-16,2377.37,94.39,18,Monthly,Livestock,Female,27-Feb-1974,Married,2,Transport,61,363.64,5,Savings,EcoCash,Mashonaland_West TJL7779,4,2025-08-31,2025-09-05,2025-10-18,2029-08-15,4657.29,19.96,48,Monthly,Equipment,Male,01-Aug-1996,Married,3,Education,111,292.65,3,Guarantor,Bank_Transfer,Mashonaland_East HUU6061,2,2025-02-21,2025-03-01,2025-03-28,2025-08-28,4569.45,89.2,6,Monthly,Equipment,Male,08-Feb-1983,Married,4,Informal_Sector,14,484.42,5,,Cash,Manicaland GIA7202,3,2025-10-01,2025-10-18,2025-11-28,2026-04-16,3036.44,14.41,6,Monthly,School_Fees,Male,27-Jul-1996,Single,2,Retail_Trade,74,885.14,1,Savings,OneMoney,Bulawayo JWY3275,5,2025-01-07,2025-01-16,2025-02-18,2025-03-17,167.93,158.38,2,Weekly,Medical,Male,05-Jun-1991,Married,3,Informal_Sector,31,137.03,1,Vehicle,OneMoney,Mashonaland_East LRR3413,3,2025-01-16,2025-02-02,2025-03-14,2027-01-23,757.35,12.36,24,Monthly,Medical,Male,26-Apr-1999,Single,1,Government,34,324.23,2,Guarantor,Cash,Matabeleland_South PSO2484,1,2025-09-15,2025-10-06,2025-11-20,2027-03-30,2317.62,108.7,18,Weekly,Business_Expansion,Female,21-Feb-1978,Widowed,3,Informal_Sector,,139.94,4,None,EcoCash,Harare AMN4190,2,2025-08-09,2025-08-27,2025-09-28,2027-02-18,9639.67,127.73,18,Monthly,Livestock,Male,10-Sep-1991,Single,,Construction,,1172.85,3,Savings,EcoCash,Harare CMM7729,0,2025-11-10,2025-11-24,2025-12-27,2027-11-14,677.47,119.75,24,Monthly,Personal,Male,14-Aug-1981,Married,,Agriculture,77,139.84,1,Property,Bank_Transfer,Bulawayo WMY3696,0,2025-03-23,2025-04-10,2025-05-15,2026-10-02,2873.17,18.16,18,Monthly,Working_Capital,Male,17-Oct-1990,Single,1,NGO,84,757.96,3,Guarantor,Bank_Transfer,Harare VDS7382,4,2025-11-21,2025-12-05,2026-01-19,2027-11-25,13355.22,18.76,24,Monthly,Equipment,Female,14-Mar-1985,Married,1,Government,131,919.3,0,Savings,EcoCash,Mashonaland_Central JCU7529,2,2025-09-04,2025-09-16,2025-10-23,2026-09-11,10476.94,15.72,12,Monthly,Farming_Inputs,Male,17-Dec-1971,Divorced,,NGO,103,798.59,4,Property,OneMoney,Matabeleland_North NDV4582,1,2025-02-05,2025-02-08,2025-03-18,2027-01-29,15619.51,119.2,24,Monthly,Business_Expansion,Female,29-Jun-2005,Single,,NGO,,1536.68,1,Property,EcoCash,Mashonaland_West ATG3843,1,2025-12-24,2026-01-10,2026-02-21,2027-07-04,751.91,83.31,18,Bi-Weekly,Business_Expansion,Female,05-Oct-1982,Married,,Agriculture,66,94.35,3,Vehicle,Cash,Manicaland BVB6806,1,2025-05-08,2025-05-14,2025-06-22,2026-05-09,7860.12,107.72,12,Weekly,Equipment,Male,12-Mar-1990,Married,2,Manufacturing,58,607.51,5,Guarantor,Bank_Transfer,Manicaland OVJ7342,4,2025-09-26,2025-10-16,2025-11-11,2028-09-30,2347.77,16.69,36,Monthly,Equipment,Female,08-Mar-1982,Married,4,Retail_Trade,34,177.35,6,Guarantor,Bank_Transfer,Mashonaland_Central EWF4593,3,2026-01-12,2026-01-15,2026-02-14,2027-07-09,1958.49,14.92,18,Monthly,Debt_Consolidation,Male,29-Oct-1980,Married,5,Transport,19,641.3,5,None,EcoCash,Bulawayo VCY9319,4,2025-11-23,2025-11-28,2025-12-25,2026-11-23,18892.86,116.65,12,Weekly,Home_Improvement,Male,08-Jun-1966,Married,2,Telecom,109,1444.42,0,Guarantor,Bank_Transfer,Harare JYE6112,1,2025-01-29,2025-02-07,2025-03-07,2026-02-02,3087.23,15.11,12,Bi-Weekly,Equipment,Male,04-Nov-1995,Married,1,Agriculture,13,,2,None,Bank_Transfer,Harare XJZ7853,1,2025-07-03,2025-07-12,2025-08-22,2026-01-08,5798.56,14.87,6,Monthly,Working_Capital,Female,12-May-1995,Married,,Retail_Trade,106,500.64,0,Property,Cash,Midlands ICI4338,0,2025-01-18,2025-02-07,2025-03-17,2026-08-01,2792.93,134.39,18,Monthly,Farming_Inputs,Female,24-Apr-1980,Divorced,2,Mining,59,803.28,3,None,EcoCash,Harare XMZ0098,0,2025-04-22,2025-04-25,2025-06-01,2025-10-22,738.76,102.9,6,Monthly,Medical,Female,23-Jun-1971,Married,1,Informal_Sector,,136.4,0,Guarantor,EcoCash,Harare GEE3464,3,2024-12-16,2025-01-06,2025-02-08,2026-01-01,670.5,13.57,12,Monthly,Medical,Male,18-Sep-1990,Married,3,Agriculture,50,,3,Savings,EcoCash,Matabeleland_South WYH5383,3,2025-11-13,2025-12-01,2025-12-28,2027-05-25,1761.42,17.22,18,Monthly,Debt_Consolidation,Female,25-Apr-1984,Married,3,Transport,47,531.06,0,Guarantor,EcoCash,Bulawayo IOA7460,2,2025-03-10,2025-03-30,2025-04-27,2026-03-25,5516.94,72.91,12,Monthly,Farming_Inputs,Male,15-Jan-1983,Divorced,1,Transport,79,409.09,5,Savings,EcoCash,Harare BGH0751,0,2025-03-30,2025-03-31,2025-04-25,2027-03-21,3615.37,128.59,24,Monthly,Livestock,Female,29-Jan-1999,Married,4,Government,67,461.45,0,Guarantor,EcoCash,Mashonaland_East BZZ8446,0,2026-02-11,2026-02-23,2026-04-03,2028-02-13,3263.81,141.43,24,Bi-Weekly,Funeral,Male,03-Jun-1979,Divorced,5,Education,135,,2,None,Bank_Transfer,Mashonaland_East UAL3684,4,2025-01-14,2025-01-28,2025-03-02,2029-01-07,14752.28,21.07,48,Monthly,Home_Improvement,Male,17-May-1996,Widowed,5,Construction,40,788.64,0,Property,Bank_Transfer,Harare DBG4584,1,2025-11-22,2025-11-25,2025-12-25,2027-05-19,10092.67,14.13,18,Monthly,Stock_Purchase,Female,20-Mar-1995,Married,5,Construction,43,727.95,2,Savings,Bank_Transfer,Masvingo BNH6408,3,2025-12-25,2026-01-01,2026-01-28,2027-06-25,1533.15,13.96,18,Monthly,Debt_Consolidation,Male,27-Feb-1991,Divorced,2,Construction,65,421.44,0,None,EcoCash,Masvingo ZIQ5333,5,2025-03-31,2025-04-09,2025-05-09,2025-06-08,541.12,101.61,2,Monthly,Funeral,Female,04-Aug-1981,Married,,Manufacturing,63,636.2,7,Savings,Cash,Harare IVJ7741,0,2025-07-13,2025-07-28,2025-09-08,2026-01-24,5913.23,146.76,6,Monthly,Farming_Inputs,Male,24-Nov-1994,Single,1,,97,993.25,4,None,EcoCash,Mashonaland_West NTP5344,2,2025-10-19,2025-11-06,2025-12-13,2027-10-27,3668.65,99.32,24,Monthly,Livestock,Male,30-Sep-1984,Divorced,3,Education,9,548.35,4,Savings,Bank_Transfer,Mashonaland_West GVG0103,1,2025-05-31,2025-06-16,2025-07-24,2026-12-08,6566.1,108.91,18,Monthly,Stock_Purchase,Male,02-Feb-1969,Married,1,Retail_Trade,64,489.81,0,Vehicle,OneMoney,Harare YJM9336,0,2025-01-12,2025-02-01,2025-03-16,2026-01-27,923.48,147.12,12,Monthly,Livestock,Female,31-Jan-1981,Married,4,Agriculture,114,447.13,2,Guarantor,InnBucks,Mashonaland_Central QFS7363,3,2025-06-03,2025-06-04,2025-07-14,2026-05-30,2510.7,13.26,12,Weekly,Personal,Female,10-Apr-2007,Single,2,Education,10,535.75,3,Savings,Cash,Mashonaland_East PDI2374,2,2025-06-22,2025-07-09,2025-08-19,2026-04-05,2164.73,79.97,9,Monthly,Farming_Inputs,Female,19-Apr-2006,Married,0,Manufacturing,9,563.55,4,None,EcoCash,Harare KXT0789,0,2025-09-09,2025-09-24,2025-10-19,2027-09-14,904.72,130.42,24,Monthly,Debt_Consolidation,Male,28-Jun-1985,Widowed,4,,68,347.53,0,,OneMoney,Manicaland QFP8139,1,2025-02-02,2025-02-10,2025-03-25,2028-01-26,9101.46,12.75,36,Monthly,Stock_Purchase,Male,16-Jun-1996,Single,2,,34,1267.84,1,Guarantor,Cash,Matabeleland_South PUN5266,1,2025-12-30,2026-01-03,2026-02-17,2026-12-29,4808.01,84.68,12,Bi-Weekly,,Female,19-Mar-1978,Married,,Retail_Trade,19,346.32,0,Property,EcoCash,Manicaland SVH2177,1,2025-10-01,2025-10-20,2025-11-14,2027-10-10,2796.19,15.09,24,Monthly,Business_Expansion,Female,06-Jan-1999,Widowed,4,Education,31,229.15,0,Guarantor,OneMoney,Manicaland YJR6111,3,2025-06-07,2025-06-10,2025-07-09,2025-12-07,2884.68,13.19,6,Monthly,Debt_Consolidation,Male,03-Jul-1997,Single,3,Retail_Trade,51,530.72,1,None,Cash,Matabeleland_South DSS7133,0,2025-02-27,2025-03-09,2025-04-14,2025-09-05,2672.15,17.84,6,Monthly,Livestock,Female,21-Apr-1960,Divorced,1,Informal_Sector,19,489.21,6,Property,EcoCash,Manicaland NCL7062,3,2026-02-24,2026-02-28,2026-04-01,2027-08-22,748.84,14.01,18,Monthly,Medical,Male,28-Jun-1968,Married,1,Manufacturing,52,235.15,2,None,EcoCash,Manicaland AJU0855,0,2025-07-04,2025-07-20,2025-08-14,2027-01-11,1026.47,103.99,18,Weekly,School_Fees,Female,21-Apr-1989,Single,4,Transport,26,,3,Property,Cash,Bulawayo XPK4890,1,2025-02-18,2025-02-28,2025-04-01,2025-08-27,1990.99,100.95,6,Monthly,Business_Expansion,Male,20-Jan-1981,Widowed,6,Agriculture,27,429.19,6,Savings,Bank_Transfer,Harare WIZ9924,0,2025-06-22,2025-06-25,2025-07-27,2027-06-15,720.4,16.4,24,Monthly,Medical,Female,04-Sep-1999,Married,5,Transport,24,166.47,1,Savings,Cash,Mashonaland_Central MGV2706,5,2025-01-26,2025-02-14,2025-03-11,2025-03-16,301.84,,1,Weekly,Rent,Male,03-Jun-2000,Married,4,Informal_Sector,31,147.25,1,Savings,OneMoney,Mashonaland_West WFZ7199,1,2025-12-30,2026-01-17,2026-02-14,2027-07-11,4210.28,16.26,18,Monthly,Equipment,Male,11-Aug-1997,Married,5,Construction,61,212.94,5,None,Cash,Midlands DWL8248,0,2025-03-19,2025-04-05,2025-05-11,2025-10-02,13746.72,124.38,6,Monthly,Business_Expansion,Male,16-Feb-1996,Married,,Finance,24,,0,Savings,InnBucks,Manicaland LAN6798,2,2025-10-25,2025-11-06,2025-12-19,2026-11-01,2665.61,102.9,12,Bi-Weekly,Working_Capital,Female,22-Jul-1980,Divorced,1,Education,89,343.0,2,Livestock,OneMoney,Midlands PFP3113,5,2025-11-15,2025-11-16,2025-12-24,2026-02-14,1711.05,111.29,3,Monthly,Medical,Female,12-Mar-1993,Married,1,Education,43,871.83,0,None,Bank_Transfer,Harare UXE5171,0,2025-12-10,2025-12-26,2026-01-27,2027-06-19,1258.25,16.52,18,Bi-Weekly,Personal,Female,07-Feb-1995,Single,2,Agriculture,53,285.45,3,None,EcoCash,Manicaland BWO7771,5,2025-10-30,2025-11-16,2025-12-12,2025-12-16,822.78,161.78,1,Bi-Weekly,Medical,Male,15-Feb-1967,Married,6,Manufacturing,76,487.82,0,None,Cash,Mashonaland_East BCK9106,3,2025-10-05,2025-10-22,2025-12-03,2026-10-17,967.08,12.01,12,Monthly,Debt_Consolidation,Male,11-Jul-1983,,2,Informal_Sector,,165.85,3,None,Bank_Transfer,Harare KFE5862,4,2025-06-09,2025-06-25,2025-07-21,2029-06-04,7303.08,13.66,48,Monthly,Equipment,Female,18-Sep-1995,Single,2,Education,64,263.27,4,Guarantor,Bank_Transfer,Harare OSV8609,4,2026-01-18,2026-02-08,2026-03-09,2029-01-23,10522.9,86.03,36,Monthly,Home_Improvement,Male,01-Mar-1976,Married,7,Construction,39,483.43,2,None,EcoCash,Masvingo GBW7920,4,2026-01-15,2026-01-17,2026-02-12,2027-01-12,3503.45,18.55,12,Bi-Weekly,Equipment,Male,08-Feb-2007,Single,2,Informal_Sector,8,415.83,5,None,Bank_Transfer,Masvingo LKC5945,2,2026-02-17,2026-02-25,2026-04-04,2028-02-15,4900.89,123.64,24,Monthly,Livestock,Male,24-May-1994,Married,,Informal_Sector,35,,6,Livestock,EcoCash,Midlands UGZ4314,3,2025-06-01,2025-06-20,2025-07-28,2027-06-10,1555.25,11.37,24,Monthly,Personal,Female,31-Oct-1988,Married,1,Healthcare,91,600.48,2,Savings,Bank_Transfer,Bulawayo JWR3503,3,2025-05-31,2025-06-03,2025-07-05,2026-05-29,3492.69,14.13,12,Monthly,Personal,Male,07-Oct-1994,Single,2,Healthcare,66,1058.1,0,Guarantor,Cash,Mashonaland_West JQG1138,4,2025-06-25,2025-07-10,2025-08-14,2027-06-30,34243.19,12.49,24,Monthly,Vehicle,Male,29-May-1987,Divorced,1,Retail_Trade,48,1089.18,4,Property,OneMoney,Mashonaland_West DVR8493,0,2025-03-19,2025-04-02,2025-05-09,2026-03-28,694.84,16.07,12,Monthly,Stock_Purchase,Female,11-Jan-2007,Widowed,0,Informal_Sector,6,204.3,0,Savings,EcoCash,Masvingo JOT3091,0,2025-09-01,2025-09-21,2025-11-03,2026-03-20,1704.3,101.67,6,Monthly,Home_Improvement,Female,03-Dec-1996,Married,5,Retail_Trade,23,,1,None,Bank_Transfer,Mashonaland_East QUF3899,3,2025-04-25,2025-05-15,2025-06-25,2025-11-11,455.95,,6,Monthly,School_Fees,Male,06-Nov-1981,Married,6,Informal_Sector,6,124.42,4,Savings,Cash,Matabeleland_North ISF5324,2,2025-07-24,2025-08-07,2025-09-06,2026-08-02,4011.19,109.13,12,Monthly,Livestock,Male,06-Apr-1961,Married,3,Government,109,445.09,0,Livestock,EcoCash,Midlands MEC7902,4,2025-02-27,2025-03-08,2025-04-12,2026-08-30,3848.39,18.06,18,Monthly,Vehicle,Female,30-Nov-1989,Single,2,Education,43,226.71,1,Property,InnBucks,Matabeleland_North JXL4357,4,2025-07-12,2025-07-29,2025-09-12,2027-01-20,8328.38,15.08,18,Monthly,Home_Improvement,Female,20-Jul-1963,Divorced,3,Retail_Trade,14,416.98,3,Guarantor,EcoCash,Manicaland LLR5129,0,2025-07-28,2025-08-05,2025-09-12,2027-01-27,2657.52,104.67,18,Monthly,Stock_Purchase,Female,27-Sep-1966,Married,7,Government,152,837.09,0,None,EcoCash,Mashonaland_Central LLX6667,4,2025-06-23,2025-06-29,2025-08-07,2026-12-21,3872.28,13.72,18,Monthly,Vehicle,Male,17-Mar-1997,Married,3,Agriculture,63,247.25,4,Vehicle,Bank_Transfer,Harare WTI7122,1,2026-01-28,2026-02-06,2026-03-22,2027-02-01,8140.41,15.26,12,Monthly,Equipment,Male,27-Jan-1968,Married,1,Manufacturing,28,581.58,2,,InnBucks,Mashonaland_Central PYY3836,3,2025-03-22,2025-03-23,2025-05-03,2026-09-14,2750.99,15.03,18,Monthly,School_Fees,Male,18-Apr-1980,Single,1,Construction,113,800.46,7,Guarantor,InnBucks,Mashonaland_West CWM5708,0,2025-02-07,2025-02-25,2025-04-08,2025-08-24,915.63,17.71,6,Monthly,School_Fees,Male,31-Dec-1986,Married,2,Informal_Sector,6,159.69,1,Vehicle,InnBucks,Harare ZWD0729,2,2025-10-02,2025-10-06,2025-11-06,2026-10-01,2920.37,97.39,12,Monthly,Livestock,Male,13-May-1984,Married,1,Education,70,274.8,3,Guarantor,EcoCash,Midlands AWZ1380,4,2025-11-09,2025-11-29,2025-12-26,2026-11-24,3671.54,17.23,12,Bi-Weekly,Home_Improvement,Female,20-Jun-1997,Married,,Education,98,257.93,0,,EcoCash,Harare YUY9265,0,2025-03-31,2025-04-16,2025-05-12,2025-07-15,1105.87,126.56,3,Monthly,Equipment,Female,27-Nov-1992,Single,2,Agriculture,22,287.4,0,Vehicle,Cash,Harare ZOP8692,3,2025-12-07,2025-12-12,2026-01-14,2026-12-07,1198.47,77.98,12,Monthly,Rent,Female,27-Feb-1965,Widowed,4,Education,105,,2,Savings,Bank_Transfer,Bulawayo LTZ6008,4,2025-04-03,2025-04-08,2025-05-12,2028-03-23,16946.55,15.14,36,Monthly,Home_Improvement,Male,02-Mar-2002,Single,3,Finance,12,683.48,1,Savings,EcoCash,Masvingo IBA5631,5,2025-04-16,2025-05-05,2025-06-09,2025-08-03,865.48,189.98,3,Weekly,Rent,Female,25-Sep-2006,Single,0,Retail_Trade,8,,2,Livestock,EcoCash,Bulawayo GEO1078,0,2024-12-15,2025-01-01,2025-02-11,2025-06-30,772.33,140.54,6,Monthly,Farming_Inputs,Female,16-May-1994,Married,2,Healthcare,100,484.38,4,Vehicle,EcoCash,Bulawayo MTP5467,3,2025-12-22,2025-12-29,2026-02-04,2026-12-24,2020.6,16.08,12,Monthly,Debt_Consolidation,Female,11-Aug-1993,Divorced,1,Retail_Trade,78,510.94,1,None,Bank_Transfer,Harare KFZ7463,1,2025-01-31,2025-02-10,2025-03-15,2026-02-05,6653.76,15.9,12,Monthly,Working_Capital,Female,07-Aug-1990,Married,2,,37,274.8,1,Property,Bank_Transfer,Harare ULX1591,0,2025-11-30,2025-12-08,2026-01-12,2026-03-08,2715.91,124.66,3,Monthly,Working_Capital,Female,11-Mar-1975,Married,3,Agriculture,142,317.2,1,None,EcoCash,Harare IGH0605,3,2025-10-29,2025-11-13,2025-12-23,2027-05-07,319.17,16.03,18,Monthly,Rent,Male,22-Sep-1976,Married,4,Agriculture,119,72.46,0,,Cash,Manicaland QMP2561,2,2025-07-23,2025-07-26,2025-09-09,2027-01-17,4958.06,10.55,18,Monthly,,Female,21-Feb-1990,Married,2,Manufacturing,83,564.84,1,Guarantor,Cash,Bulawayo OPY8179,2,2025-08-01,2025-08-17,2025-09-26,2026-08-12,950.23,86.35,12,Monthly,Farming_Inputs,Male,18-Nov-2003,Single,1,Informal_Sector,17,92.22,3,Guarantor,Cash,Mashonaland_Central ONI1797,2,2025-12-28,2026-01-01,2026-02-06,2027-06-25,4927.37,105.73,18,Monthly,Farming_Inputs,Male,04-Jun-1992,Married,2,Government,49,371.85,3,Guarantor,EcoCash,Harare DRK4458,1,2025-03-01,2025-03-11,2025-04-17,2028-02-24,1285.39,12.17,36,Monthly,Equipment,Female,01-Feb-1974,Widowed,4,Agriculture,40,266.96,1,Livestock,Bank_Transfer,Bulawayo OEJ7372,1,2025-09-13,2025-10-01,2025-10-28,2027-03-25,3702.38,12.28,18,Bi-Weekly,Stock_Purchase,Male,04-Apr-1997,Single,3,Informal_Sector,44,481.19,3,None,Cash,Masvingo GOS8120,2,2026-01-01,2026-01-02,2026-02-01,2027-06-26,4288.47,15.22,18,Monthly,Livestock,Female,07-Jun-1969,Married,,Transport,60,478.75,2,Guarantor,EcoCash,Mashonaland_Central WPR9475,1,2025-10-25,2025-10-29,2025-12-11,2026-10-24,5309.4,134.38,12,Weekly,Business_Expansion,Male,12-Mar-1984,Married,0,Agriculture,114,267.88,3,None,EcoCash,Mashonaland_East TQS9197,0,2025-07-08,2025-07-10,2025-08-07,2025-10-08,2838.55,,3,Monthly,Rent,Female,01-Aug-1961,Single,5,Retail_Trade,133,860.61,1,None,EcoCash,Mashonaland_West KZV0779,1,2026-01-28,2026-02-17,2026-03-28,2028-02-07,11905.62,12.11,24,Bi-Weekly,Stock_Purchase,Male,27-Dec-1982,Married,4,Retail_Trade,44,411.26,0,Guarantor,Bank_Transfer,Masvingo HYL5313,3,2025-05-28,2025-06-12,2025-07-11,2026-12-04,2968.65,14.15,18,Weekly,Personal,Male,11-Jul-1965,Married,4,Retail_Trade,120,,4,Savings,Cash,Manicaland ISD8532,2,2025-10-15,2025-11-05,2025-12-10,2026-08-02,3344.89,75.99,9,Monthly,Equipment,Male,05-Aug-1997,Single,5,Agriculture,42,324.86,5,Savings,EcoCash,Bulawayo XWV4369,0,2025-08-23,2025-09-08,2025-10-08,2026-03-07,3207.62,135.74,6,Monthly,Rent,Female,16-Mar-1968,Single,6,Transport,47,755.34,4,None,EcoCash,Manicaland YBN0441,4,2025-02-01,2025-02-22,2025-03-19,2027-02-12,1168.91,19.37,24,Monthly,Home_Improvement,Male,10-Jun-2005,Married,0,Agriculture,11,196.04,4,Savings,EcoCash,Masvingo XJM7641,3,2025-08-19,2025-08-31,2025-10-08,2027-08-21,963.74,16.56,24,Monthly,Medical,,11-Mar-1971,Divorced,4,Education,116,390.69,1,Guarantor,OneMoney,Harare UOL9545,1,2025-02-16,2025-02-19,2025-03-25,2026-02-14,47323.25,105.23,12,Bi-Weekly,Business_Expansion,Male,16-Feb-1986,Divorced,0,Mining,101,2052.64,8,Guarantor,EcoCash,Mashonaland_West GTK2540,4,2025-12-28,2026-01-18,2026-02-18,2029-12-28,898.14,16.33,48,Monthly,Equipment,Male,16-Feb-1985,Single,5,Agriculture,44,75.1,4,None,EcoCash,Harare OIV8849,3,2025-05-19,2025-05-28,2025-06-26,2026-05-23,959.98,66.34,12,Monthly,Debt_Consolidation,Male,22-Jun-1970,Married,7,Construction,67,546.61,2,Guarantor,OneMoney,Harare VEL5401,2,2025-10-14,2025-11-03,2025-12-10,2026-07-31,8224.17,104.84,9,Monthly,Working_Capital,Male,30-Apr-2003,Single,1,Construction,2,697.13,0,Property,EcoCash,Mashonaland_West VON6500,4,2025-10-04,2025-10-07,2025-11-08,2027-03-31,4988.78,16.8,18,Monthly,Equipment,Male,06-Oct-1992,Married,6,Agriculture,,204.67,4,None,EcoCash,Midlands QXN3582,3,2025-08-11,2025-08-19,2025-10-02,2026-08-14,576.82,13.92,12,Monthly,Medical,Male,03-Dec-1998,,2,Informal_Sector,15,152.89,0,Guarantor,Bank_Transfer,Masvingo KCS2600,3,2025-10-16,2025-10-17,2025-11-23,2026-10-12,706.35,15.4,12,Monthly,Personal,Female,30-Jan-1996,Single,2,Retail_Trade,39,294.09,2,Guarantor,Bank_Transfer,Harare LNL3239,3,2025-08-10,2025-08-19,2025-09-17,2027-08-09,853.54,14.73,24,Monthly,Medical,Female,10-Jun-1962,Married,2,Agriculture,42,274.34,0,Vehicle,Bank_Transfer,Matabeleland_South ANZ7871,0,2026-01-02,2026-01-07,2026-02-06,2027-12-28,1259.07,126.45,24,Monthly,Livestock,Female,06-May-1986,Widowed,2,Informal_Sector,11,163.55,5,Guarantor,EcoCash,Mashonaland_East TXH4345,0,2025-04-20,2025-04-25,2025-06-08,2026-04-20,6554.76,16.55,12,Bi-Weekly,Home_Improvement,Male,07-May-1986,Widowed,,Mining,44,,0,Property,InnBucks,Masvingo IGO7620,0,2025-11-30,2025-12-12,2026-01-26,2026-03-12,336.62,99.17,3,Monthly,Medical,Male,23-Jan-2002,Single,2,Agriculture,21,162.06,1,None,Bank_Transfer,Mashonaland_East YUW2965,2,2025-11-11,2025-11-24,2025-12-28,2027-11-14,1156.57,11.56,24,Monthly,Farming_Inputs,Female,28-May-1984,Married,5,Informal_Sector,42,132.22,2,None,EcoCash,Harare RUS8416,3,2025-09-09,2025-09-13,2025-10-12,2027-09-03,1116.09,17.79,24,Monthly,School_Fees,Male,12-Jan-1996,Married,3,Education,73,317.69,2,Vehicle,Cash,Mashonaland_Central DHZ2877,5,2025-09-15,2025-09-28,2025-10-23,2025-10-28,304.2,132.52,1,Monthly,Rent,Female,28-May-1958,Married,3,Informal_Sector,15,,2,Guarantor,OneMoney,Midlands CGE1904,0,2025-04-15,2025-05-06,2025-06-09,2026-10-28,563.83,119.15,18,Monthly,Livestock,Female,10-Jun-1993,Divorced,2,Agriculture,61,274.37,1,Property,OneMoney,Masvingo DJA6086,0,2025-08-09,2025-08-23,2025-09-23,2026-02-19,1109.17,84.0,6,Monthly,Funeral,Male,07-Dec-1989,Single,5,Manufacturing,47,,2,Property,Bank_Transfer,Matabeleland_South JVF2534,0,2025-02-12,2025-03-02,2025-04-13,2026-02-25,1401.33,148.48,12,Monthly,Working_Capital,Male,31-Jul-1994,Married,1,Education,37,343.73,4,None,Bank_Transfer,Bulawayo MDR1905,4,2024-12-23,2025-01-01,2025-01-28,2026-06-25,4358.59,20.54,18,Monthly,Equipment,Female,17-Mar-1966,Married,3,Agriculture,60,145.33,1,None,InnBucks,Mashonaland_West FDM8444,2,2025-03-23,2025-03-31,2025-05-08,2027-03-21,5532.67,71.89,24,Monthly,Farming_Inputs,,13-Sep-1995,Married,2,Retail_Trade,66,503.94,3,Property,EcoCash,Mashonaland_West MYR9045,5,2025-01-25,2025-02-05,2025-03-21,2025-05-06,259.88,180.91,3,Weekly,Funeral,Female,15-Mar-1984,Widowed,1,Agriculture,50,140.04,4,None,Bank_Transfer,Harare CHH7599,2,2025-07-23,2025-08-13,2025-09-18,2027-08-03,5216.04,12.77,24,Weekly,Equipment,Male,02-Jul-1994,Widowed,0,Education,77,606.1,1,None,EcoCash,Harare YKM3043,3,2025-12-02,2025-12-15,2026-01-24,2026-12-10,2156.79,13.61,12,Monthly,Personal,Male,23-Jun-1966,Married,2,Retail_Trade,9,718.12,5,Savings,Bank_Transfer,Harare PCX2311,0,2025-04-15,2025-04-17,2025-05-28,2026-04-12,4444.25,166.0,12,Weekly,Debt_Consolidation,Male,26-Aug-1971,Married,3,Healthcare,124,1107.19,3,None,Bank_Transfer,Harare BPP3429,1,2026-02-08,2026-02-21,2026-04-05,2027-02-16,2422.22,11.53,12,Weekly,Business_Expansion,Male,17-Feb-1974,Married,3,Agriculture,68,257.1,0,Savings,Cash,Masvingo XLF7396,4,2025-05-09,2025-05-30,2025-07-01,2029-05-09,10729.57,21.08,48,Monthly,Vehicle,Female,10-Jul-1995,Married,0,Agriculture,57,284.45,3,Livestock,EcoCash,Mashonaland_Central QVD6861,2,2025-11-29,2025-12-05,2026-01-15,2026-11-30,4170.24,15.06,12,Monthly,Equipment,Male,26-Oct-1961,Married,5,,61,465.84,3,None,Cash,Midlands EAC9541,2,2025-12-06,2025-12-13,2026-01-20,2027-06-06,1081.48,84.64,18,Monthly,Farming_Inputs,Male,27-Feb-1990,Single,3,Manufacturing,63,349.92,3,Guarantor,Bank_Transfer,Harare JNY0669,0,2025-05-16,2025-05-29,2025-07-06,2026-05-24,254.71,142.14,12,Monthly,Medical,Female,09-Sep-1994,Married,1,Informal_Sector,7,86.26,6,None,EcoCash,Harare CMY7360,2,2025-05-01,2025-05-15,2025-06-19,2026-02-09,7794.13,99.42,9,Monthly,Farming_Inputs,Male,29-Jun-1968,Divorced,3,Manufacturing,135,582.64,0,Livestock,Bank_Transfer,Manicaland RTG5042,0,2025-03-02,2025-03-12,2025-04-25,2025-09-08,2382.95,96.28,6,Monthly,Personal,Male,15-Jul-1995,Married,6,Construction,58,723.82,4,None,OneMoney,Midlands VPT3891,2,2025-12-02,2025-12-10,2026-01-15,2027-06-03,11897.55,11.98,18,Monthly,Equipment,Female,07-Sep-1996,Single,6,Telecom,26,1951.45,0,Livestock,Bank_Transfer,Manicaland WPR3809,1,2025-02-17,2025-02-22,2025-03-28,2026-08-16,4802.29,144.12,18,Monthly,Equipment,Male,11-Jul-1981,Divorced,6,Education,34,380.26,1,None,OneMoney,Harare EZG4620,0,2025-08-17,2025-09-03,2025-10-18,2026-08-29,644.26,125.43,12,Bi-Weekly,Home_Improvement,Male,22-Jan-1974,Married,4,Transport,64,176.35,0,None,Bank_Transfer,Masvingo PVO0967,0,2025-10-20,2025-10-22,2025-11-23,2026-01-20,572.65,17.19,3,Weekly,Working_Capital,Male,26-Oct-1993,Married,2,Agriculture,74,127.0,0,None,OneMoney,Mashonaland_Central APS3407,4,2025-01-28,2025-02-13,2025-03-17,2027-02-03,33666.79,15.81,24,Monthly,Home_Improvement,Male,04-Apr-1962,Married,0,NGO,147,1398.49,0,Property,InnBucks,Mashonaland_East EXM6711,0,2025-12-03,2025-12-13,2026-01-16,2027-12-03,3194.0,155.44,24,Monthly,Equipment,Male,05-Jan-1990,Single,4,Government,109,,7,Livestock,Bank_Transfer,Mashonaland_West ASQ3605,0,2025-09-27,2025-10-15,2025-11-23,2026-04-13,4325.58,119.5,6,Monthly,Rent,Male,10-Jul-1990,Single,,Retail_Trade,78,723.58,3,Guarantor,EcoCash,Mashonaland_East EMZ9496,4,2025-06-23,2025-07-13,2025-08-27,2027-01-04,19767.06,17.31,18,Bi-Weekly,Vehicle,Male,22-Mar-1970,Married,4,Government,110,744.24,0,Guarantor,Cash,Harare PRQ5952,4,2026-01-14,2026-01-25,2026-02-28,2027-07-19,3831.95,94.27,18,Monthly,Vehicle,Male,02-Oct-2006,Single,0,Agriculture,6,181.6,2,,EcoCash,Manicaland CSV0355,0,2025-12-01,2025-12-07,2026-01-03,2027-11-27,2392.51,98.94,24,Monthly,Funeral,Female,26-Mar-1975,,,Manufacturing,111,455.12,0,Guarantor,Bank_Transfer,Harare OWR0811,3,2025-08-10,2025-08-31,2025-10-01,2027-02-22,662.29,16.39,18,Monthly,Personal,Male,09-Jan-1970,Married,1,,32,311.99,1,None,Cash,Mashonaland_West STE2994,0,2025-03-18,2025-03-30,2025-04-25,2026-03-25,3489.1,18.24,12,Weekly,Wedding,Female,23-Sep-1983,Widowed,,Agriculture,115,397.65,3,None,Bank_Transfer,Mashonaland_West UCX8064,5,2026-01-12,2026-01-21,2026-02-21,2026-07-20,504.98,131.77,6,Bi-Weekly,Funeral,Male,05-Jun-1982,Single,8,Government,103,616.14,2,Property,Bank_Transfer,Harare AEO9747,4,2025-04-06,2025-04-17,2025-05-24,2028-04-01,10338.5,18.34,36,Monthly,Home_Improvement,Female,01-Apr-1987,Single,2,Healthcare,6,,1,Livestock,OneMoney,Mashonaland_Central NHE1342,1,2025-05-03,2025-05-14,2025-06-24,2026-05-09,7966.63,14.2,12,Monthly,Working_Capital,Male,02-Jan-1981,Divorced,2,Retail_Trade,73,809.01,6,Savings,Bank_Transfer,Bulawayo FIM2448,1,2025-03-01,2025-03-10,2025-04-13,2028-02-23,40119.67,136.84,36,Monthly,Business_Expansion,Female,02-Dec-1995,Married,1,Telecom,43,2156.03,1,Guarantor,Cash,Mashonaland_Central VVI2122,1,2025-03-22,2025-03-30,2025-05-01,2026-03-25,5745.38,113.46,12,Monthly,Business_Expansion,Male,21-Dec-1995,Married,3,NGO,38,945.22,3,Property,EcoCash,Mashonaland_West CHU5307,0,2025-08-17,2025-08-25,2025-09-25,2027-08-15,5493.58,18.44,24,Monthly,Rent,Male,16-Apr-1991,Single,4,Telecom,47,1144.19,5,Savings,OneMoney,Midlands VGS2219,2,2025-01-23,2025-01-25,2025-03-06,2027-01-15,1102.83,104.71,24,Monthly,Equipment,Male,20-Oct-1999,Married,1,Informal_Sector,34,120.78,1,Savings,EcoCash,Mashonaland_West SKG5089,2,2025-07-15,2025-07-30,2025-08-26,2026-07-25,5760.05,109.74,12,Monthly,Equipment,Female,25-Nov-1984,Married,3,Manufacturing,85,,3,Guarantor,EcoCash,Harare QZX0534,0,2025-06-16,2025-06-30,2025-08-05,2026-12-22,2010.01,105.16,18,Monthly,School_Fees,Female,03-Aug-1990,Married,1,Government,56,603.69,2,None,Cash,Harare KVW4203,0,2025-09-17,2025-09-30,2025-10-25,2027-03-24,605.63,15.97,18,Monthly,Working_Capital,Female,02-Jun-1999,Widowed,,Education,39,267.58,2,None,Bank_Transfer,Mashonaland_East BTY4771,1,2025-08-15,2025-09-05,2025-10-13,2026-08-31,17536.93,113.13,12,Bi-Weekly,Business_Expansion,Male,25-Dec-1971,Married,,Government,102,830.07,3,,Cash,Mashonaland_West VWD3593,0,2025-09-08,2025-09-26,2025-11-06,2025-12-25,1380.72,113.1,3,Monthly,Vehicle,Female,22-Nov-1976,Married,6,Healthcare,,688.4,2,None,InnBucks,Harare EGA7849,3,2025-10-01,2025-10-06,2025-11-07,2026-04-04,2628.4,14.36,6,Monthly,Debt_Consolidation,Male,10-Oct-1988,Divorced,1,Construction,49,1037.25,5,Guarantor,InnBucks,Harare NSO0204,3,2025-09-19,2025-10-05,2025-11-01,2026-04-03,1055.32,17.84,6,Monthly,,Male,16-Jun-1993,Single,2,Informal_Sector,4,413.37,0,Savings,Cash,Matabeleland_North BII3399,3,2026-02-14,2026-02-23,2026-03-21,2026-08-22,2159.65,14.5,6,Monthly,Rent,Female,12-Sep-1970,Married,6,Manufacturing,32,483.0,1,Guarantor,,Mashonaland_East DIK3381,2,2025-04-10,2025-04-18,2025-05-17,2026-04-13,2975.27,12.57,12,Weekly,Farming_Inputs,Male,10-Jun-1973,Married,5,Healthcare,36,328.66,2,Guarantor,Bank_Transfer,Midlands ZAD0002,3,2026-01-06,2026-01-26,2026-02-23,2026-07-25,2582.92,17.26,6,Monthly,Medical,Female,30-May-1965,Married,4,Construction,82,,2,None,InnBucks,Mashonaland_West FZR0923,0,2025-08-05,2025-08-19,2025-09-17,2027-08-09,1780.95,15.07,24,Monthly,Livestock,Male,01-Jul-1968,Married,3,Healthcare,,1123.18,0,Guarantor,EcoCash,Harare KFJ7839,4,2025-12-07,2025-12-12,2026-01-13,2028-11-26,6535.28,16.22,36,Bi-Weekly,Equipment,Male,11-Jan-1985,Married,3,Agriculture,57,225.29,3,Property,EcoCash,Mashonaland_East FDW9073,2,2026-02-08,2026-02-26,2026-04-05,2028-02-16,5837.45,116.15,24,Monthly,Working_Capital,Male,09-Aug-1988,Married,4,Agriculture,,497.29,2,Vehicle,Cash,Matabeleland_North CDA5025,4,2025-12-14,2025-12-24,2026-01-28,2028-12-08,510.85,15.9,36,Bi-Weekly,Equipment,Female,11-Feb-1989,Married,3,Informal_Sector,10,,1,None,EcoCash,Matabeleland_South ZNO3134,5,2025-07-01,2025-07-20,2025-08-14,2025-08-19,1058.99,150.72,1,Bi-Weekly,Medical,Female,07-Aug-1974,Single,3,Healthcare,,512.89,0,Property,Bank_Transfer,Mashonaland_Central UJR5843,5,2025-02-13,2025-02-21,2025-03-25,2025-04-22,220.07,105.8,2,Weekly,Rent,Female,03-Apr-1981,Married,3,Informal_Sector,52,176.38,0,Vehicle,Cash,Masvingo BAY7500,5,2025-01-30,2025-02-01,2025-03-18,2025-05-02,248.09,157.26,3,Monthly,Rent,Male,04-Jan-1982,Divorced,8,Transport,26,340.32,3,None,EcoCash,Midlands LBK4717,1,2025-06-04,2025-06-10,2025-07-21,2027-05-31,2370.66,16.02,24,Monthly,Equipment,Male,06-Apr-2006,Single,1,Informal_Sector,8,167.76,2,Savings,Bank_Transfer,Mashonaland_Central JPW6842,5,2026-01-29,2026-02-09,2026-03-16,2026-08-08,472.28,123.53,6,Monthly,Rent,Female,14-Oct-1992,Widowed,1,Informal_Sector,17,239.71,5,Guarantor,Cash,Matabeleland_South UTN7073,3,2025-10-23,2025-10-24,2025-11-27,2027-10-14,1545.51,16.34,24,Bi-Weekly,Personal,Male,12-Jul-1994,Married,2,Transport,55,814.27,4,None,Bank_Transfer,Harare PLA9363,4,2025-05-26,2025-05-29,2025-07-03,2026-05-24,1848.98,17.46,12,Monthly,Equipment,Male,11-Jul-1962,Married,4,Agriculture,67,,3,Savings,Bank_Transfer,Bulawayo BHU8373,0,2025-11-13,2025-11-21,2025-12-20,2026-11-16,2844.76,89.81,12,Weekly,Equipment,Female,13-Jun-2002,Single,,Agriculture,19,416.76,4,Savings,Bank_Transfer,Mashonaland_East VEL7874,4,2025-01-07,2025-01-10,2025-02-10,2028-12-20,9534.26,19.39,48,Monthly,Vehicle,Male,23-Jan-1966,Married,5,Retail_Trade,145,313.47,0,Guarantor,Bank_Transfer,Midlands OWV4701,5,2025-01-07,2025-01-09,2025-02-23,2025-04-09,781.22,149.21,3,Weekly,Personal,Male,03-Aug-2008,Single,0,Manufacturing,3,,0,Guarantor,Bank_Transfer,Mashonaland_West YGU1647,0,2025-08-28,2025-09-09,2025-10-06,2027-08-30,3093.96,15.56,24,Monthly,Vehicle,Male,21-May-1977,Widowed,7,Retail_Trade,13,423.97,0,None,EcoCash,Mashonaland_East DPR2681,4,2025-06-25,2025-07-02,2025-08-12,2027-06-22,7467.76,14.72,24,Monthly,Equipment,Female,04-Feb-1974,Married,3,Retail_Trade,32,,3,Livestock,EcoCash,Mashonaland_West AHG3945,3,2025-05-02,2025-05-16,2025-06-11,2027-05-06,497.39,15.23,24,Monthly,Rent,Female,09-Apr-1972,Single,5,Retail_Trade,21,311.85,0,None,InnBucks,Mashonaland_West HBA6797,1,2025-04-08,2025-04-29,2025-06-04,2026-04-24,958.93,144.34,12,Monthly,Business_Expansion,Male,04-Feb-1986,Married,2,Retail_Trade,92,199.94,0,,EcoCash,Masvingo LIR6551,1,2025-08-26,2025-09-09,2025-10-12,2028-08-24,12583.82,14.92,36,Bi-Weekly,Equipment,Male,22-Dec-1997,Divorced,3,Construction,24,689.95,0,Vehicle,Bank_Transfer,Mashonaland_West QQA3477,4,2025-09-30,2025-10-03,2025-11-04,2028-09-17,8450.09,14.91,36,Bi-Weekly,Home_Improvement,Male,25-Apr-1989,,1,Informal_Sector,20,282.56,0,Property,EcoCash,Mashonaland_East RLK8064,1,2025-08-25,2025-09-05,2025-10-05,2028-08-20,7359.21,102.91,36,Weekly,Stock_Purchase,Male,25-Mar-1966,Married,5,Transport,95,578.08,2,Vehicle,Cash,Harare FZE9803,3,2025-05-08,2025-05-14,2025-06-14,2026-11-05,1253.89,74.98,18,Monthly,Personal,Female,21-Jun-1972,Married,3,Manufacturing,108,849.45,6,Guarantor,OneMoney,Mashonaland_East XHC4412,5,2025-09-20,2025-10-10,2025-11-06,2026-04-08,269.76,177.28,6,Monthly,Funeral,Male,17-Sep-1980,Divorced,4,Agriculture,101,163.18,0,Vehicle,EcoCash,Matabeleland_North KIC5437,4,2025-02-07,2025-02-19,2025-03-28,2026-08-13,4385.64,20.8,18,Monthly,Vehicle,Female,01-Apr-1985,Married,0,Agriculture,17,336.11,2,None,Bank_Transfer,Harare UJK6515,1,2025-11-25,2025-11-29,2025-12-28,2027-11-19,18770.71,13.25,24,Monthly,Working_Capital,Male,05-Jun-1999,Divorced,2,Manufacturing,7,789.25,1,Vehicle,Bank_Transfer,Harare WRR8006,3,2025-08-01,2025-08-19,2025-09-21,2026-08-14,884.29,16.91,12,Monthly,Medical,Female,09-Jan-2000,Married,3,Manufacturing,30,175.45,4,None,EcoCash,Masvingo LIH6194,0,2025-09-28,2025-10-19,2025-11-24,2026-10-14,3773.72,146.26,12,Monthly,Farming_Inputs,Female,02-May-1971,Married,1,Government,80,535.42,5,Guarantor,OneMoney,Harare HOM9326,0,2025-05-15,2025-05-25,2025-07-06,2025-08-23,2570.24,82.41,3,Monthly,Wedding,Male,08-Jun-1990,Married,2,Retail_Trade,146,520.66,0,Guarantor,InnBucks,Harare RVL6761,2,2025-04-03,2025-04-20,2025-05-28,2025-10-17,6266.19,89.4,6,Bi-Weekly,Livestock,Male,21-Jan-1971,Widowed,4,Telecom,54,991.86,3,Savings,EcoCash,Mashonaland_East OYJ9371,0,2026-01-06,2026-01-17,2026-02-23,2026-04-17,5584.18,141.39,3,Bi-Weekly,Medical,Male,25-Aug-2006,Single,1,Government,29,,1,,Cash,Mashonaland_Central PAS8310,2,2025-12-20,2025-12-30,2026-02-01,2026-09-26,4152.77,99.98,9,Monthly,Farming_Inputs,Male,22-Oct-1991,Divorced,1,Government,97,257.65,7,Guarantor,Bank_Transfer,Mashonaland_West LWP0450,0,2025-11-26,2025-12-04,2026-01-13,2026-06-02,1408.21,114.79,6,Monthly,Personal,Male,25-Feb-1991,Married,0,Agriculture,58,244.24,1,Property,EcoCash,Mashonaland_West QCO7801,2,2025-08-02,2025-08-03,2025-09-16,2026-04-30,3346.14,111.29,9,Monthly,Working_Capital,Female,26-Jun-1987,Single,4,Education,73,,1,None,InnBucks,Matabeleland_South VPB2229,3,2025-06-17,2025-07-08,2025-08-20,2026-07-03,4147.16,13.34,12,Monthly,Rent,Female,28-Jun-1981,Married,3,Retail_Trade,44,1017.8,2,Guarantor,OneMoney,Matabeleland_North SFD0686,2,2025-03-11,2025-03-25,2025-04-25,2026-03-20,1280.61,12.44,12,Bi-Weekly,Equipment,Male,28-May-1995,,1,Agriculture,125,147.13,5,None,EcoCash,Masvingo PBN6180,1,2025-05-22,2025-05-23,2025-06-20,2026-05-18,6561.72,114.11,12,Monthly,Business_Expansion,Male,07-Apr-1997,Married,2,Government,63,,7,Guarantor,Bank_Transfer,Harare OFV4378,5,2026-01-12,2026-01-26,2026-02-26,2026-04-26,990.95,141.54,3,Bi-Weekly,Medical,Female,11-Jun-1998,Married,3,Informal_Sector,10,477.94,5,,EcoCash,Harare RJG6648,4,2025-02-05,2025-02-15,2025-03-24,2026-02-10,4770.83,12.5,12,Monthly,Equipment,Male,25-Nov-2005,Single,2,Retail_Trade,12,356.4,1,Property,EcoCash,Mashonaland_East TJG3580,0,2025-10-31,2025-11-12,2025-12-23,2027-11-02,1336.55,17.21,24,Monthly,Vehicle,Female,04-Jan-1992,Divorced,1,Informal_Sector,15,428.07,1,None,EcoCash,Harare JMD7331,5,2025-10-08,2025-10-29,2025-12-08,2026-01-27,643.58,192.77,3,Weekly,Medical,,18-Dec-1966,Married,3,Government,115,605.89,7,None,EcoCash,Mashonaland_West ZVK6303,4,2025-12-05,2025-12-24,2026-02-06,2027-06-17,52260.88,16.9,18,Bi-Weekly,Vehicle,Male,10-Aug-1992,Married,3,NGO,42,1814.43,0,Vehicle,EcoCash,Midlands GXN7069,4,2025-06-29,2025-07-20,2025-08-28,2028-07-04,1754.79,14.59,36,Monthly,Home_Improvement,Female,26-Sep-1995,Single,1,Agriculture,115,253.05,3,None,Bank_Transfer,Mashonaland_West MVH2014,2,2025-10-08,2025-10-11,2025-11-14,2026-10-06,904.05,119.84,12,Monthly,,Female,15-Oct-1991,Single,2,Informal_Sector,44,85.99,3,Guarantor,InnBucks,Matabeleland_South DYT8927,0,2025-09-27,2025-10-05,2025-10-28,2027-09-25,3552.1,99.52,24,Bi-Weekly,Business_Expansion,Male,28-Sep-1989,Single,2,Informal_Sector,41,640.2,3,None,Cash,Midlands NBL0712,5,2025-07-08,2025-07-13,2025-08-10,2025-08-12,428.25,127.23,1,Bi-Weekly,Medical,Male,26-Mar-1982,Married,3,Informal_Sector,8,347.45,6,None,Cash,Matabeleland_South GYO0155,2,2025-11-29,2025-12-01,2026-01-04,2026-11-26,6056.85,95.74,12,Monthly,Livestock,Female,28-Oct-2001,Single,1,Education,38,,2,Livestock,Cash,Bulawayo IAC9902,3,2025-03-24,2025-03-25,2025-04-19,2026-09-16,4134.44,17.53,18,Monthly,School_Fees,Male,08-Mar-1995,Married,3,Mining,64,1524.08,0,Guarantor,EcoCash,Harare DCT4033,0,2025-01-02,2025-01-07,2025-02-01,2025-04-07,389.27,93.06,3,Bi-Weekly,School_Fees,Male,26-Mar-1993,Married,2,Informal_Sector,9,108.59,0,Guarantor,Cash,Manicaland QWI7337,3,2025-05-16,2025-05-17,2025-06-28,2026-05-12,737.76,16.13,12,Monthly,Debt_Consolidation,Female,24-Sep-2000,Married,4,Agriculture,32,273.62,5,Guarantor,InnBucks,Harare TPQ6194,0,2025-04-18,2025-04-23,2025-05-28,2025-10-20,8596.45,124.73,6,Monthly,Rent,Male,27-Aug-2005,Single,0,Mining,23,1099.74,3,Guarantor,InnBucks,Harare CXL1729,2,2025-08-07,2025-08-10,2025-09-09,2026-08-05,3369.59,78.46,12,Monthly,Working_Capital,Female,04-Nov-2003,Single,1,Government,23,558.87,3,Property,OneMoney,Bulawayo TQQ5065,3,2025-06-11,2025-06-28,2025-08-09,2026-12-20,2988.91,12.74,18,Weekly,Personal,Male,31-May-1958,Married,2,,77,847.17,1,Guarantor,InnBucks,Harare ORZ3223,0,2025-08-22,2025-09-07,2025-10-14,2026-03-06,1253.3,129.53,6,Bi-Weekly,Business_Expansion,Female,11-Jun-2003,Single,1,Retail_Trade,,876.94,1,Savings,Cash,Harare ZJT2723,1,2025-06-30,2025-07-21,2025-08-22,2027-01-12,43915.6,92.19,18,Monthly,Business_Expansion,Male,13-Jun-1976,Married,6,Telecom,42,1757.08,1,Property,EcoCash,Midlands GJX5455,3,2026-01-06,2026-01-25,2026-03-02,2028-01-15,3863.9,11.54,24,Monthly,Rent,Male,01-Oct-2001,Married,1,,10,1003.06,1,Property,Bank_Transfer,Masvingo GAJ3499,4,2025-12-02,2025-12-19,2026-01-15,2028-12-03,17211.33,20.07,36,Monthly,Vehicle,Male,07-Jun-1965,Divorced,2,Government,67,889.6,0,Guarantor,Bank_Transfer,Mashonaland_East QJA2746,0,2025-09-12,2025-09-22,2025-11-05,2025-12-21,1413.84,136.22,3,Monthly,Debt_Consolidation,Male,20-Oct-1973,Married,6,Agriculture,103,163.15,3,Vehicle,EcoCash,Manicaland IPN4571,0,2025-08-03,2025-08-18,2025-10-01,2025-11-16,2818.69,131.19,3,Bi-Weekly,Stock_Purchase,Male,03-Mar-1992,Married,2,Retail_Trade,72,566.91,0,None,Bank_Transfer,Harare THG8073,0,2025-04-26,2025-05-09,2025-06-12,2026-05-04,2586.31,116.59,12,Monthly,Farming_Inputs,Female,03-Aug-1974,Single,3,Retail_Trade,87,769.16,3,None,Bank_Transfer,Harare UPD6273,1,2025-04-05,2025-04-08,2025-05-22,2026-04-03,5760.13,11.84,12,Monthly,Stock_Purchase,Male,20-Jan-1981,Married,4,Informal_Sector,36,497.88,1,Property,OneMoney,Bulawayo JYL9827,2,2026-02-14,2026-02-20,2026-03-20,2028-02-10,4380.88,17.54,24,Monthly,Working_Capital,Female,31-Jan-1996,Divorced,1,Informal_Sector,14,294.15,0,Property,Bank_Transfer,Harare UQX7522,1,2025-07-11,2025-07-25,2025-08-24,2026-07-20,12486.89,13.05,12,Monthly,Stock_Purchase,Female,15-Jan-1998,,0,Education,38,586.41,3,Savings,Bank_Transfer,Mashonaland_West RJE7226,2,2025-12-26,2026-01-09,2026-02-10,2026-10-06,967.7,14.27,9,Weekly,Farming_Inputs,Male,09-Sep-2002,Single,2,Informal_Sector,35,,2,,Cash,Mashonaland_Central PXO0226,2,2025-08-02,2025-08-18,2025-09-19,2026-02-14,6878.15,,6,Monthly,Farming_Inputs,Female,28-Mar-1982,Married,3,Healthcare,22,793.02,1,Livestock,Cash,Matabeleland_South RVA5201,1,2025-12-01,2025-12-18,2026-01-28,2026-12-13,7541.14,116.12,12,Monthly,Working_Capital,Male,09-Jul-1967,Married,4,Agriculture,93,484.27,5,Property,OneMoney,Mashonaland_Central AEV1617,1,2025-02-13,2025-03-04,2025-04-05,2026-02-27,5083.58,144.11,12,Monthly,Working_Capital,Male,06-Aug-1981,Married,,Agriculture,96,,0,Guarantor,InnBucks,Harare QCA6988,0,2025-04-20,2025-04-21,2025-05-24,2025-10-18,3195.2,17.67,6,Monthly,Debt_Consolidation,Female,06-Nov-1991,Married,5,Manufacturing,111,665.97,1,None,OneMoney,Matabeleland_South BUP5917,3,2025-03-27,2025-04-07,2025-05-09,2027-03-28,301.49,14.56,24,Monthly,Medical,Male,26-Oct-1998,Married,2,Informal_Sector,37,117.56,0,Guarantor,EcoCash,Midlands EUC7877,3,2025-11-28,2025-12-04,2026-01-18,2027-11-24,4038.38,15.75,24,Bi-Weekly,Rent,Female,04-Nov-1982,Married,3,Retail_Trade,90,,0,Guarantor,EcoCash,Manicaland LMA1495,2,2025-02-05,2025-02-11,2025-03-09,2026-08-05,13016.1,120.8,18,Monthly,Working_Capital,Male,01-Jan-1997,Married,5,Retail_Trade,59,906.83,3,Property,Cash,Matabeleland_North DMS1343,3,2025-05-27,2025-06-03,2025-07-10,2026-11-25,969.05,14.52,18,Monthly,Personal,Female,04-Apr-1994,Married,3,,,306.18,2,Savings,OneMoney,Mashonaland_Central BEY3736,0,2026-02-19,2026-02-21,2026-03-23,2026-05-22,3656.18,152.69,3,Monthly,School_Fees,Male,22-Sep-1991,Widowed,1,Construction,52,871.72,0,None,EcoCash,Bulawayo REI3559,1,2025-04-12,2025-04-29,2025-06-13,2027-04-19,24031.32,140.98,24,Monthly,Equipment,Male,27-Mar-2002,Married,1,Telecom,32,1189.5,0,Guarantor,EcoCash,Mashonaland_West VFR8526,1,2025-12-15,2025-12-28,2026-01-28,2027-06-21,1835.98,150.26,18,Monthly,Working_Capital,Male,01-Apr-1986,Married,6,Informal_Sector,31,347.02,1,Savings,EcoCash,Midlands DXP3708,4,2025-01-27,2025-02-12,2025-03-09,2027-02-02,4675.54,15.89,24,Monthly,Home_Improvement,Male,06-Jan-1991,Single,3,Agriculture,143,472.95,0,Guarantor,Bank_Transfer,Bulawayo CYB7594,1,2025-03-10,2025-03-14,2025-04-24,2027-03-04,4839.13,15.66,24,Monthly,Working_Capital,Male,23-Nov-1987,Married,3,Agriculture,78,351.54,1,None,Bank_Transfer,Bulawayo ZKB0497,2,2025-05-04,2025-05-22,2025-06-18,2026-11-13,2256.11,16.6,18,Monthly,Working_Capital,Male,02-Dec-1987,Married,2,Agriculture,154,214.68,0,Livestock,Cash,Manicaland BXD9603,0,2025-11-22,2025-11-25,2026-01-08,2026-05-24,4214.57,16.0,6,Monthly,Equipment,Female,15-Jan-1997,Married,2,Manufacturing,35,785.16,2,Livestock,EcoCash,Mashonaland_East TBV3936,0,2025-09-23,2025-10-12,2025-11-26,2026-04-10,2551.74,152.81,6,Monthly,Personal,Female,30-Jan-1974,,4,Informal_Sector,42,,5,Guarantor,OneMoney,Mashonaland_West MEK8872,1,2026-02-12,2026-02-25,2026-04-11,2027-02-20,1553.08,13.65,12,Weekly,Equipment,Female,27-Feb-1995,Married,,Informal_Sector,33,146.67,3,Property,Bank_Transfer,Bulawayo AXR8386,3,2025-04-02,2025-04-03,2025-05-18,2025-09-30,2248.65,13.91,6,Monthly,Personal,Male,22-Feb-1996,Married,4,Healthcare,19,1058.52,1,None,OneMoney,Mashonaland_West HBK0550,3,2025-10-27,2025-10-30,2025-12-09,2026-10-25,3394.04,15.75,12,Monthly,Personal,Male,22-May-1985,Married,0,Finance,72,,0,,EcoCash,Matabeleland_North MYM7993,3,2026-02-07,2026-02-21,2026-04-07,2027-02-16,3081.22,15.33,12,Monthly,Rent,Male,17-Sep-1971,Divorced,3,Government,78,679.21,3,Savings,Bank_Transfer,Mashonaland_West BFP0803,1,2025-11-08,2025-11-12,2025-12-21,2026-11-07,3426.36,14.26,12,Monthly,Working_Capital,Male,25-Mar-2008,Single,0,Agriculture,2,190.68,0,Vehicle,EcoCash,Harare OHY6574,1,2025-02-19,2025-03-06,2025-04-07,2027-02-24,15689.36,14.93,24,Monthly,Business_Expansion,Female,23-Jan-1978,Divorced,,Retail_Trade,37,818.33,1,Property,Bank_Transfer,Harare XVS7344,1,2025-12-23,2026-01-02,2026-02-07,2026-12-28,6255.75,107.49,12,Bi-Weekly,Equipment,Male,07-Jun-1994,Married,4,Mining,,893.97,3,Savings,Cash,Bulawayo FWE2319,0,2026-01-03,2026-01-19,2026-02-23,2028-01-09,1355.59,137.1,24,Monthly,Debt_Consolidation,Female,06-Jul-1994,Married,2,Transport,46,247.42,4,None,OneMoney,Masvingo GGE4068,0,2025-08-15,2025-09-02,2025-10-12,2026-03-01,5690.89,17.59,6,Monthly,Business_Expansion,Female,04-Mar-1968,Married,5,Education,162,818.32,1,Guarantor,EcoCash,Mashonaland_Central SFQ5356,2,2025-06-03,2025-06-20,2025-07-15,2025-12-17,6650.42,13.99,6,Monthly,Livestock,Female,08-Oct-1970,Divorced,6,Transport,76,371.21,1,Livestock,Cash,Manicaland IUR5201,0,2025-01-23,2025-01-27,2025-03-02,2026-01-22,2531.88,162.28,12,Monthly,Livestock,Male,19-Mar-1994,Married,2,Healthcare,103,865.52,2,Livestock,EcoCash,Manicaland HIZ5925,4,2025-03-30,2025-03-31,2025-05-03,2026-09-22,7415.89,17.15,18,Monthly,Vehicle,Female,10-Apr-2005,Single,0,Manufacturing,19,262.6,3,Property,Bank_Transfer,Matabeleland_South FLM9708,0,2025-08-29,2025-08-30,2025-09-28,2027-08-20,599.59,139.91,24,Monthly,,Male,22-Mar-2006,Divorced,0,Informal_Sector,12,197.51,2,Vehicle,Cash,Masvingo LCR3080,1,2025-08-25,2025-08-30,2025-10-09,2026-02-26,1422.09,90.41,6,Monthly,Business_Expansion,Female,05-Nov-1965,Married,4,Agriculture,110,213.88,1,Savings,Cash,Mashonaland_Central LFV7294,0,2025-06-17,2025-06-27,2025-07-24,2027-06-17,2710.19,104.74,24,Monthly,Equipment,Male,04-Nov-1963,Married,5,Education,,419.4,1,Property,EcoCash,Harare GTV8967,0,2025-08-18,2025-08-30,2025-09-28,2026-02-26,958.46,132.96,6,Monthly,Home_Improvement,Male,25-Feb-1994,Married,5,Retail_Trade,123,730.23,0,Savings,Bank_Transfer,Manicaland XIW4088,5,2025-11-14,2025-11-16,2025-12-22,2026-05-15,284.01,129.7,6,Monthly,Medical,Female,29-Jan-1968,Divorced,3,Agriculture,64,150.34,2,Guarantor,EcoCash,Harare PDB5618,1,2026-02-01,2026-02-04,2026-03-11,2027-07-29,7649.73,14.16,18,Monthly,Stock_Purchase,Female,11-Aug-1994,Single,5,Manufacturing,,669.15,6,Vehicle,EcoCash,Midlands IKW5382,3,2025-03-29,2025-04-02,2025-05-03,2026-09-24,1102.13,13.91,18,Monthly,School_Fees,Male,18-Mar-1975,Married,2,Agriculture,89,343.2,2,None,Cash,Masvingo QSW5028,4,2025-03-08,2025-03-25,2025-04-28,2029-03-04,6722.44,71.53,48,Monthly,Home_Improvement,Female,13-Sep-1992,Single,2,Manufacturing,18,444.97,2,Property,Cash,Mashonaland_Central PQK1609,1,2025-12-30,2026-01-11,2026-02-09,2026-07-10,8106.17,104.8,6,Bi-Weekly,Working_Capital,Female,16-Nov-1992,Divorced,3,Manufacturing,26,687.72,0,Property,Bank_Transfer,Bulawayo KFA3706,0,2025-08-06,2025-08-21,2025-10-05,2026-08-16,5525.51,149.67,12,Monthly,Wedding,Female,18-Jun-1984,Single,6,Mining,31,1035.88,0,None,EcoCash,Bulawayo ROG5869,2,2025-09-18,2025-09-21,2025-10-27,2026-03-20,6764.14,98.59,6,Monthly,,Female,15-Apr-2005,Single,0,Government,45,543.69,3,Property,InnBucks,Bulawayo IZB7057,2,2025-02-14,2025-02-27,2025-04-01,2027-02-17,2428.37,84.02,24,Monthly,Farming_Inputs,Female,13-Jul-1986,Widowed,6,Agriculture,171,149.79,0,Livestock,Cash,Mashonaland_East UGT0576,4,2025-01-30,2025-02-12,2025-03-13,2028-01-28,13212.14,13.64,36,Monthly,,Male,17-Jul-1969,Married,5,Manufacturing,108,792.01,1,,Bank_Transfer,Matabeleland_North IKE6341,0,2026-01-29,2026-02-14,2026-03-16,2028-02-04,803.81,17.94,24,Monthly,Personal,Female,24-Jan-1988,Married,3,Informal_Sector,31,344.05,3,Guarantor,OneMoney,Midlands WFD0657,0,2026-02-10,2026-02-28,2026-04-11,2026-05-29,2690.08,15.46,3,Monthly,Business_Expansion,Male,28-Dec-1972,Divorced,4,Construction,59,450.67,1,Vehicle,InnBucks,Bulawayo NRR3437,1,2025-10-19,2025-11-03,2025-11-28,2028-10-18,16174.81,111.91,36,Monthly,Stock_Purchase,Female,15-Dec-1981,Married,4,Finance,54,1524.95,2,Livestock,Cash,Midlands PON1393,2,2025-06-21,2025-07-06,2025-08-08,2026-12-28,3340.8,100.03,18,Bi-Weekly,Farming_Inputs,Male,09-Aug-1965,Married,2,Informal_Sector,19,597.26,2,None,OneMoney,Matabeleland_South IKG9157,0,2025-05-22,2025-05-30,2025-07-03,2025-11-26,1414.49,18.29,6,Weekly,Working_Capital,Male,23-Jan-1993,Married,6,Retail_Trade,56,221.89,2,Property,InnBucks,Harare STA4873,1,2025-05-16,2025-05-27,2025-06-27,2026-05-22,11143.89,92.52,12,Monthly,Equipment,Female,07-Jun-1993,Married,0,Construction,118,930.8,1,Property,OneMoney,Manicaland FGT3217,1,2025-08-14,2025-08-26,2025-10-09,2026-02-22,6930.01,94.07,6,Monthly,Equipment,Male,17-Sep-2001,Single,0,Telecom,13,548.06,1,Property,OneMoney,Mashonaland_East DPJ2630,0,2025-10-24,2025-10-29,2025-12-04,2026-04-27,3384.52,16.08,6,Monthly,Livestock,Male,17-Nov-1979,Divorced,2,Government,,451.16,0,Guarantor,Bank_Transfer,Harare XKR2285,4,2025-04-10,2025-05-01,2025-06-15,2029-04-10,6509.82,17.64,48,Monthly,Vehicle,Female,01-Aug-1999,Divorced,2,Informal_Sector,44,346.39,2,Property,InnBucks,Midlands TGU4244,3,2025-02-04,2025-02-17,2025-03-17,2025-08-16,4629.19,15.69,6,Monthly,School_Fees,Male,29-Dec-1991,Married,,Finance,126,1094.68,3,Guarantor,InnBucks,Masvingo WXE0371,5,2025-10-30,2025-11-13,2025-12-08,2025-12-13,741.99,154.64,1,Monthly,Medical,Female,15-Mar-1985,Married,5,Agriculture,82,301.0,2,None,EcoCash,Mashonaland_East SKV1611,2,2024-12-17,2025-01-06,2025-02-17,2025-10-03,14203.54,116.76,9,Monthly,Farming_Inputs,Male,02-Nov-1970,Divorced,2,Retail_Trade,49,853.81,1,Livestock,EcoCash,Bulawayo WEM7796,4,2025-11-18,2025-11-30,2026-01-09,2028-11-14,4874.8,13.72,36,Monthly,Home_Improvement,Female,27-Apr-1994,Divorced,4,Construction,129,344.52,2,Guarantor,Bank_Transfer,Manicaland HKF5825,0,2025-12-29,2026-01-19,2026-02-28,2027-01-14,2196.28,15.33,12,Weekly,Farming_Inputs,Female,21-Sep-1975,Married,3,Manufacturing,70,642.99,3,None,EcoCash,Harare MMB8694,0,2025-08-31,2025-09-05,2025-09-28,2027-08-26,1208.77,99.97,24,Bi-Weekly,Debt_Consolidation,Male,04-Dec-1980,Married,2,Education,22,366.42,3,Savings,Bank_Transfer,Harare YSC5977,2,2025-03-17,2025-03-18,2025-04-26,2026-09-09,358.9,83.93,18,Bi-Weekly,Farming_Inputs,Male,21-Jul-2000,Widowed,3,Agriculture,30,134.48,0,Guarantor,OneMoney,Mashonaland_Central ALD0226,0,2025-07-04,2025-07-19,2025-08-28,2027-07-09,857.72,118.89,24,Bi-Weekly,Farming_Inputs,Male,01-Feb-2000,Married,3,Agriculture,15,207.74,1,Savings,Bank_Transfer,Bulawayo RUJ1149,1,2025-01-29,2025-01-30,2025-03-11,2025-07-29,2584.73,78.26,6,Bi-Weekly,Business_Expansion,Male,25-Sep-2004,Single,0,Agriculture,32,330.92,1,None,Bank_Transfer,Harare BIT9596,3,2025-06-24,2025-07-11,2025-08-06,2026-01-07,2601.82,90.31,6,Monthly,Debt_Consolidation,Male,29-Nov-1957,Married,5,Transport,77,833.36,1,Guarantor,Bank_Transfer,Harare QDY5235,0,2025-09-28,2025-10-06,2025-11-03,2027-09-26,1396.6,87.06,24,Monthly,Rent,Female,14-Apr-1983,Married,4,Agriculture,161,251.74,7,Vehicle,EcoCash,Manicaland OBF2010,0,2025-11-26,2025-12-10,2026-01-14,2026-12-05,2269.07,134.71,12,Bi-Weekly,Stock_Purchase,Male,08-Jul-1983,Married,4,Agriculture,,318.59,0,Property,EcoCash,Masvingo DNI4141,1,2025-09-05,2025-09-07,2025-10-18,2028-08-22,4232.72,16.02,36,Monthly,Working_Capital,Male,19-Jul-1994,Married,3,Informal_Sector,13,276.64,1,Property,EcoCash,Mashonaland_West FIO3277,1,2025-10-17,2025-11-03,2025-12-12,2027-04-27,10757.71,11.91,18,Monthly,Stock_Purchase,Male,08-Sep-1979,Married,7,Manufacturing,88,648.05,0,Savings,Cash,Mashonaland_West EBU9897,3,2025-06-20,2025-07-02,2025-08-13,2026-06-27,1151.78,18.73,12,Weekly,Rent,Male,27-Mar-1971,Married,7,Education,74,306.58,4,Savings,Cash,Matabeleland_South JBB1038,5,2025-03-20,2025-04-10,2025-05-20,2025-06-09,560.86,156.38,2,Bi-Weekly,Rent,Female,13-Jul-1982,Married,6,Retail_Trade,97,515.71,1,Guarantor,Cash,Matabeleland_South HOK8117,0,2025-09-15,2025-10-01,2025-11-15,2027-09-21,1292.21,123.4,24,Monthly,Rent,Male,07-Feb-1962,Married,2,Retail_Trade,44,318.8,5,Guarantor,Bank_Transfer,Midlands ATI2837,1,2025-03-16,2025-04-06,2025-05-16,2025-10-03,4711.89,122.04,6,Monthly,Working_Capital,Female,22-Sep-1974,Married,2,Education,97,467.93,1,None,EcoCash,Harare WJN7406,3,2025-10-26,2025-11-06,2025-12-02,2026-11-01,2698.73,15.55,12,Monthly,Medical,Male,25-May-1971,Married,6,Retail_Trade,100,507.08,2,Savings,EcoCash,Matabeleland_North TBD3532,5,2025-09-09,2025-09-24,2025-11-06,2025-12-23,403.26,155.44,3,Monthly,Rent,Female,23-Jan-1967,Married,3,Education,,273.89,4,Guarantor,Bank_Transfer,Harare NIP9564,0,2026-02-19,2026-02-20,2026-03-27,2026-08-19,1741.42,121.58,6,Monthly,Wedding,Male,12-May-1989,Married,2,Informal_Sector,22,244.46,6,None,OneMoney,Mashonaland_Central JFT7708,0,2025-05-09,2025-05-24,2025-06-28,2027-05-14,992.39,18.93,24,Monthly,Wedding,Male,10-Jan-1996,Single,,Agriculture,42,165.22,2,Vehicle,Cash,Matabeleland_South JCX3888,1,2025-01-09,2025-01-23,2025-02-23,2025-07-22,3935.71,96.86,6,Monthly,Business_Expansion,Female,02-Jul-1996,Single,3,Agriculture,36,227.75,1,None,Bank_Transfer,Manicaland ZJT7098,0,2025-10-26,2025-11-01,2025-12-11,2027-10-22,268.05,118.46,24,Weekly,Stock_Purchase,Female,01-May-1967,Married,4,Informal_Sector,20,86.17,2,Savings,Cash,Harare HMK4154,0,2025-09-22,2025-09-25,2025-10-23,2026-09-20,297.76,13.44,12,Monthly,Debt_Consolidation,Female,18-Dec-1959,Married,4,Agriculture,124,109.64,2,None,Bank_Transfer,Manicaland UAO0030,2,2025-12-30,2025-12-31,2026-01-25,2026-09-27,6979.71,9.98,9,Monthly,Farming_Inputs,Male,29-Jan-1967,Single,2,Construction,54,915.52,0,Property,EcoCash,Mashonaland_West VUF9010,2,2025-08-08,2025-08-29,2025-09-28,2026-05-26,5729.93,12.62,9,Monthly,Farming_Inputs,Male,05-Apr-1971,Married,5,Retail_Trade,29,374.94,2,Livestock,Bank_Transfer,Harare DWT8749,1,2025-02-18,2025-03-01,2025-03-28,2026-02-24,1635.66,11.92,12,Monthly,Equipment,Male,07-Mar-1973,Married,3,Agriculture,71,271.7,4,None,Cash,Mashonaland_Central IZG9580,2,2025-08-06,2025-08-20,2025-09-22,2026-08-15,4313.43,84.96,12,Monthly,Farming_Inputs,Male,24-Mar-1982,Married,5,Government,64,809.46,2,Livestock,EcoCash,Harare NAV6508,2,2025-08-03,2025-08-15,2025-09-09,2027-08-05,5026.9,92.26,24,Monthly,Farming_Inputs,Male,14-Sep-1967,Married,4,Education,,562.94,0,Property,Cash,Mashonaland_East PVN0440,0,2025-05-30,2025-06-07,2025-07-20,2025-09-05,366.85,19.22,3,Monthly,School_Fees,Male,10-Jan-1974,Married,4,Informal_Sector,13,108.33,1,None,EcoCash,Mashonaland_West RBV2680,5,2025-06-13,2025-06-22,2025-07-20,2025-12-19,209.1,157.65,6,Weekly,Personal,Female,06-Dec-1977,Single,5,Informal_Sector,14,193.08,2,,Cash,Mashonaland_Central KIO7475,3,2025-08-19,2025-09-02,2025-10-12,2026-08-28,1573.52,14.71,12,Monthly,Rent,Male,15-Sep-2002,Single,0,Government,48,406.51,1,Guarantor,Bank_Transfer,Mashonaland_Central QIK9112,1,2025-11-04,2025-11-05,2025-12-02,2027-10-26,3755.38,105.12,24,Monthly,Working_Capital,Female,27-Oct-1978,Divorced,1,Healthcare,52,674.51,2,Livestock,Bank_Transfer,Harare YNP7424,0,2025-08-23,2025-09-07,2025-10-06,2026-09-02,2010.93,139.01,12,Monthly,Business_Expansion,Female,24-Sep-2003,Single,3,Retail_Trade,12,643.55,0,Guarantor,InnBucks,Manicaland LNP2526,0,2025-10-25,2025-11-08,2025-12-18,2026-02-06,1122.47,162.11,3,Monthly,Working_Capital,Female,10-May-1961,Single,1,Agriculture,38,194.72,2,None,InnBucks,Harare JSS7069,0,2026-02-03,2026-02-18,2026-03-15,2027-02-13,4121.03,139.28,12,Monthly,Equipment,Male,21-Apr-1982,Married,3,Construction,54,701.3,4,None,EcoCash,Mashonaland_East BOF6549,1,2025-09-22,2025-09-24,2025-11-04,2026-09-19,23361.32,13.14,12,Bi-Weekly,Working_Capital,Female,07-Oct-1994,Married,1,,,,2,Vehicle,Bank_Transfer,Harare ACZ8821,1,2025-08-30,2025-09-04,2025-09-28,2027-02-26,6567.08,,18,Monthly,Business_Expansion,Male,19-Mar-2007,Single,2,Education,6,593.33,1,Livestock,OneMoney,Mashonaland_Central BDE3165,1,2025-09-10,2025-09-18,2025-10-13,2026-09-13,4573.93,117.65,12,Monthly,Business_Expansion,Male,22-Apr-1960,Married,3,Informal_Sector,15,315.22,2,Guarantor,,Bulawayo MHK2146,4,2025-12-23,2026-01-13,2026-02-08,2027-07-07,5021.71,19.23,18,Monthly,Equipment,Female,03-Aug-1996,Single,0,Informal_Sector,10,290.32,3,Vehicle,Cash,Harare CFC1014,1,2025-07-08,2025-07-25,2025-09-03,2026-01-21,2470.4,102.22,6,Weekly,Equipment,Female,24-Nov-2001,Single,0,Agriculture,8,198.36,1,Guarantor,OneMoney,Mashonaland_East NVF3938,0,2025-10-07,2025-10-21,2025-11-28,2026-01-19,2365.29,14.07,3,Monthly,Equipment,Female,11-Sep-1989,Married,2,Education,155,599.22,0,None,EcoCash,Bulawayo BKE1559,3,2025-01-22,2025-01-30,2025-03-14,2026-01-25,1197.89,12.04,12,Bi-Weekly,School_Fees,Male,27-Jan-1972,Married,3,Informal_Sector,7,291.69,1,Property,Cash,Manicaland XZY2744,0,2026-01-15,2026-01-23,2026-02-22,2028-01-13,1986.94,96.82,24,Monthly,Farming_Inputs,Female,22-May-1979,Married,4,Education,,422.17,0,Guarantor,EcoCash,Mashonaland_West WIA5017,1,2025-12-29,2026-01-13,2026-02-19,2027-01-08,1775.4,120.02,12,Monthly,Business_Expansion,Female,27-Jan-1996,Married,1,Agriculture,17,130.95,0,Guarantor,Bank_Transfer,Mashonaland_West ZIX2511,0,2025-12-16,2025-12-23,2026-01-23,2026-12-18,572.24,130.43,12,Monthly,Home_Improvement,Female,09-Aug-2000,Married,1,Agriculture,24,180.57,2,Livestock,Bank_Transfer,Mashonaland_West WGU1584,0,2025-08-09,2025-08-17,2025-09-20,2027-08-07,1975.04,149.55,24,Monthly,Vehicle,Female,26-Apr-1998,Married,2,Informal_Sector,,294.78,0,Vehicle,EcoCash,Harare HMQ7762,0,2025-01-07,2025-01-28,2025-03-08,2025-07-27,3367.4,129.93,6,Monthly,School_Fees,Male,12-Jul-2006,Single,1,NGO,,1006.88,1,None,EcoCash,Harare DZA1512,3,2025-06-06,2025-06-22,2025-07-26,2026-06-17,2515.92,15.67,12,Monthly,Personal,Female,25-Nov-1992,Married,2,Manufacturing,82,707.69,5,None,EcoCash,Mashonaland_West BZT6517,1,2025-05-19,2025-06-01,2025-07-12,2025-11-28,3067.26,97.07,6,Monthly,Business_Expansion,Male,29-May-1986,Single,2,Agriculture,55,160.85,7,Guarantor,EcoCash,Matabeleland_South LDX9294,2,2025-03-12,2025-03-29,2025-04-26,2026-03-24,5192.27,11.75,12,Monthly,Working_Capital,Male,22-Oct-1964,Divorced,4,Retail_Trade,120,557.33,2,Livestock,Bank_Transfer,Harare AVJ1407,0,2026-02-19,2026-02-20,2026-03-28,2026-08-19,1005.29,16.58,6,Bi-Weekly,Vehicle,,19-Dec-1989,Married,,,22,349.85,8,None,Bank_Transfer,Harare LVY1540,3,2025-08-22,2025-08-26,2025-10-10,2026-08-21,2876.72,19.72,12,Monthly,Medical,Male,24-May-1992,Married,2,Finance,,746.06,1,Savings,OneMoney,Harare OAQ8445,4,2025-06-07,2025-06-12,2025-07-08,2028-05-27,4596.87,,36,Monthly,Home_Improvement,Male,11-Feb-2002,Single,0,Informal_Sector,31,,1,Guarantor,EcoCash,Mashonaland_East IER3992,1,2025-03-02,2025-03-19,2025-04-22,2025-09-15,12042.84,150.38,6,Monthly,,Male,16-Jan-1971,Single,2,Healthcare,76,616.67,1,Savings,EcoCash,Harare GSH7565,1,2025-04-17,2025-05-05,2025-05-28,2027-04-25,4796.38,15.14,24,Bi-Weekly,,Male,25-May-1978,Single,4,Education,102,410.41,2,Property,Cash,Manicaland MZL1445,0,2025-12-30,2026-01-15,2026-02-13,2026-07-14,3980.64,13.69,6,Bi-Weekly,Wedding,Female,22-May-1980,Married,3,,24,559.01,0,None,EcoCash,Matabeleland_South UTR9251,3,2025-11-16,2025-11-24,2026-01-08,2027-05-18,1176.06,101.24,18,Monthly,Medical,Male,19-Feb-1999,Married,5,Construction,11,457.61,1,Guarantor,OneMoney,Mashonaland_West CWQ8289,1,2025-08-29,2025-09-16,2025-10-28,2026-09-11,4752.47,104.59,12,Monthly,Stock_Purchase,Male,13-Aug-1994,Widowed,1,Manufacturing,,290.89,5,Vehicle,EcoCash,Harare PKY0579,1,2026-01-10,2026-01-31,2026-03-07,2026-07-30,26167.78,13.36,6,Monthly,Stock_Purchase,Male,18-May-1982,Married,4,Mining,34,1243.2,4,Vehicle,OneMoney,Bulawayo BBG2676,0,2025-10-22,2025-11-01,2025-12-10,2026-10-27,1956.87,107.55,12,Monthly,Debt_Consolidation,Male,06-Jun-1994,Married,4,Healthcare,,537.68,1,Property,InnBucks,Harare FJE1300,1,2025-11-20,2025-12-07,2026-01-08,2027-05-31,2795.63,12.74,18,Monthly,Business_Expansion,Female,01-Jan-1994,Married,1,Agriculture,69,256.04,1,Guarantor,EcoCash,Bulawayo SVU4532,3,2025-01-21,2025-02-10,2025-03-21,2027-01-31,840.21,13.27,24,Monthly,Medical,Female,11-Oct-1992,Single,4,Healthcare,103,530.34,0,None,EcoCash,Mashonaland_West HLR5621,1,2025-11-22,2025-12-09,2026-01-22,2026-12-04,10572.88,140.44,12,Monthly,,Male,27-Apr-1969,Divorced,3,Government,85,829.37,0,Vehicle,InnBucks,Harare ZKG2634,2,2025-12-05,2025-12-10,2026-01-19,2027-11-30,2007.11,16.04,24,Weekly,Farming_Inputs,Female,20-Mar-1983,Widowed,3,Agriculture,35,180.96,2,Livestock,Bank_Transfer,Harare EMJ4291,0,2025-01-27,2025-02-13,2025-03-28,2027-02-03,588.19,18.15,24,Monthly,Livestock,Male,28-Mar-2000,Single,6,Agriculture,36,180.28,3,None,Cash,Manicaland KTM9004,2,2025-08-02,2025-08-22,2025-09-19,2027-02-13,2900.7,78.94,18,Bi-Weekly,Livestock,Male,27-Mar-2004,Single,1,Informal_Sector,19,486.83,0,Property,Bank_Transfer,Midlands FEQ8164,4,2024-12-30,2025-01-01,2025-02-01,2025-12-27,19925.62,21.4,12,Monthly,Vehicle,Female,29-Apr-1988,Single,3,Mining,63,773.25,4,Livestock,EcoCash,Harare ZXH0943,3,2025-12-25,2026-01-01,2026-02-03,2026-12-27,1872.58,13.36,12,Monthly,School_Fees,Male,08-Nov-1997,Married,3,Informal_Sector,10,456.95,3,Guarantor,Bank_Transfer,Midlands TYU9186,1,2025-08-17,2025-08-25,2025-10-03,2026-02-21,3064.74,12.94,6,Monthly,Business_Expansion,Female,18-Sep-1965,Married,1,Construction,59,,1,Vehicle,,Harare EEB0624,1,2025-03-04,2025-03-19,2025-04-23,2026-03-14,7636.99,83.04,12,Monthly,Equipment,Male,15-Sep-1963,Single,,Informal_Sector,3,316.79,1,Guarantor,EcoCash,Manicaland LWQ9693,1,2025-12-23,2026-01-10,2026-02-19,2027-07-04,9148.87,11.87,18,Monthly,Business_Expansion,Female,23-Nov-1962,Widowed,4,Retail_Trade,54,914.35,0,Vehicle,EcoCash,Midlands AYO6751,2,2025-06-22,2025-07-01,2025-07-28,2026-12-23,7486.39,115.05,18,Monthly,Equipment,Male,29-Dec-1985,Divorced,1,Government,76,495.94,2,None,Bank_Transfer,Harare MEM7039,2,2025-06-09,2025-06-21,2025-07-20,2026-06-16,4369.41,89.31,12,Bi-Weekly,Livestock,Male,07-Oct-1999,Single,0,Agriculture,10,348.38,4,Property,EcoCash,Masvingo XCJ2719,3,2025-09-22,2025-09-23,2025-10-28,2026-09-18,734.37,12.82,12,Weekly,Medical,Female,13-Dec-1973,Widowed,3,Agriculture,111,143.54,2,Guarantor,Bank_Transfer,Harare VBI9490,1,2025-05-02,2025-05-03,2025-06-15,2026-04-28,5152.8,112.96,12,Monthly,Stock_Purchase,Female,21-Sep-1968,Married,7,Healthcare,44,,3,None,Bank_Transfer,Mashonaland_West JPN6438,2,2024-12-31,2025-01-15,2025-02-21,2025-10-12,3729.66,107.56,9,Weekly,Equipment,Male,08-Aug-1993,Divorced,3,Agriculture,61,428.24,0,Vehicle,Bank_Transfer,Midlands YOP4022,0,2025-06-07,2025-06-10,2025-07-13,2025-12-07,3864.79,117.41,6,Monthly,Home_Improvement,Female,20-Jul-1986,Married,2,Government,69,533.26,0,Property,Bank_Transfer,Bulawayo WIE1670,4,2025-03-10,2025-03-31,2025-04-28,2028-03-15,2201.72,93.23,36,Monthly,Equipment,Female,29-Oct-1985,,6,Retail_Trade,153,227.01,0,Savings,OneMoney,Masvingo ZZG1279,3,2025-09-14,2025-10-01,2025-11-02,2026-03-30,422.63,17.28,6,Monthly,Medical,Female,23-Jun-1984,Married,4,Agriculture,64,129.77,2,Savings,Cash,Bulawayo IBY4892,1,2025-12-03,2025-12-18,2026-01-23,2026-12-13,9324.7,11.89,12,Monthly,Business_Expansion,Female,01-May-1971,Married,4,Informal_Sector,17,538.61,2,Guarantor,Bank_Transfer,Manicaland VRH3683,2,2025-01-30,2025-02-10,2025-03-20,2026-08-04,3278.51,130.5,18,Monthly,Livestock,Female,27-Sep-1969,Single,4,Education,21,507.61,0,None,InnBucks,Harare KTV1619,1,2025-02-10,2025-02-19,2025-03-25,2026-08-13,2389.01,121.41,18,Monthly,Business_Expansion,Male,23-Apr-1977,Divorced,6,Government,73,445.55,0,Guarantor,EcoCash,Matabeleland_North GQB7094,0,2026-01-13,2026-01-24,2026-02-22,2028-01-14,1178.98,144.29,24,Monthly,School_Fees,Male,18-Feb-1997,Married,4,Retail_Trade,46,,2,None,EcoCash,Harare YCU3371,2,2025-10-13,2025-10-16,2025-11-12,2027-10-06,3452.56,99.79,24,Monthly,Working_Capital,Female,16-Apr-1983,Married,2,Government,67,,2,Vehicle,Bank_Transfer,Matabeleland_South DTP4491,1,2025-10-06,2025-10-19,2025-11-13,2027-10-09,12493.62,130.8,24,Bi-Weekly,Business_Expansion,Male,03-Apr-1986,Married,6,Manufacturing,64,1122.93,2,Vehicle,Bank_Transfer,Masvingo WIV9796,4,2025-02-11,2025-02-23,2025-03-28,2028-02-08,15839.58,16.71,36,Weekly,Home_Improvement,Male,05-Feb-1984,Divorced,3,Education,57,,0,,Bank_Transfer,Bulawayo MJI5663,2,2025-05-11,2025-05-27,2025-06-28,2026-02-21,3436.79,90.04,9,Monthly,Working_Capital,Female,13-Jun-1986,Married,5,Government,137,620.92,3,Livestock,OneMoney,Masvingo WCR3433,2,2025-07-03,2025-07-24,2025-09-07,2026-07-19,9330.32,75.06,12,Monthly,Livestock,Male,25-Feb-1968,Married,5,Retail_Trade,13,482.86,2,Guarantor,OneMoney,Midlands VYN4221,2,2025-10-02,2025-10-18,2025-11-20,2026-10-13,9020.33,12.6,12,Weekly,Farming_Inputs,Male,14-Jan-2004,Single,1,NGO,18,1533.89,2,None,Bank_Transfer,Mashonaland_Central HVJ2795,0,2025-06-02,2025-06-05,2025-07-04,2026-05-31,1325.73,108.04,12,Weekly,Rent,Male,27-May-2001,Married,2,Agriculture,27,318.33,8,Guarantor,Bank_Transfer,Midlands WTT4377,0,2025-01-03,2025-01-22,2025-03-07,2027-01-12,3268.55,18.0,24,Monthly,School_Fees,Female,16-Aug-1985,Married,4,Telecom,153,674.66,0,None,Bank_Transfer,Mashonaland_West LDS2388,1,2025-07-14,2025-07-25,2025-08-19,2028-07-09,39658.97,14.01,36,Monthly,Working_Capital,Male,04-May-1975,Divorced,4,Finance,56,2330.56,2,Property,Cash,Mashonaland_West UTE4496,1,2025-07-08,2025-07-26,2025-08-27,2027-01-17,9721.77,102.55,18,Monthly,Business_Expansion,Female,22-May-1979,Divorced,5,Government,165,596.08,0,Vehicle,InnBucks,Harare VJY4583,0,2025-05-01,2025-05-10,2025-06-17,2026-05-05,3131.0,153.72,12,Monthly,Stock_Purchase,Male,09-Dec-1961,Married,2,Education,100,347.82,0,None,EcoCash,Manicaland LSA7964,0,2025-05-24,2025-06-07,2025-07-13,2025-12-04,1283.92,15.88,6,Weekly,Equipment,Female,16-Nov-1968,Married,3,Education,27,233.56,5,None,EcoCash,Harare BZV3649,0,2025-03-02,2025-03-17,2025-04-25,2025-09-13,2681.17,14.91,6,Bi-Weekly,Business_Expansion,Female,03-May-2004,Married,0,Government,35,429.47,3,Vehicle,Bank_Transfer,Harare LWS1272,1,2025-04-06,2025-04-27,2025-05-22,2025-10-24,5034.75,14.0,6,Monthly,Business_Expansion,Female,10-Feb-1983,Widowed,5,Retail_Trade,30,226.14,1,Property,Bank_Transfer,Bulawayo VLH0947,1,2026-01-07,2026-01-16,2026-02-26,2028-12-31,1123.81,12.76,36,Monthly,Business_Expansion,Female,18-Nov-1966,Married,5,Manufacturing,97,241.21,2,Savings,Cash,Matabeleland_South ZVO2998,1,2025-06-25,2025-07-12,2025-08-17,2028-06-26,22236.22,92.29,36,Monthly,Stock_Purchase,Male,13-Jan-1987,Single,3,Telecom,7,1759.13,1,Savings,Bank_Transfer,Midlands PBJ7693,2,2025-10-11,2025-10-18,2025-11-28,2026-04-16,378.55,75.85,6,Bi-Weekly,Working_Capital,Male,19-Nov-2006,Single,1,Informal_Sector,8,69.37,1,Livestock,EcoCash,Bulawayo KQH2058,2,2025-01-09,2025-01-24,2025-03-03,2026-07-18,4358.43,10.48,18,Monthly,Working_Capital,Male,02-Aug-1994,Married,2,Construction,4,698.4,0,None,OneMoney,Mashonaland_East ITP6992,2,2024-12-29,2025-01-11,2025-02-23,2025-10-08,3407.88,140.53,9,Monthly,Working_Capital,Female,03-Nov-1993,Married,4,Informal_Sector,20,257.24,1,Livestock,EcoCash,Mashonaland_West WKQ2030,1,2026-01-03,2026-01-16,2026-02-22,2027-07-10,7393.02,13.43,18,Monthly,Working_Capital,Male,14-Dec-2006,Married,0,Manufacturing,7,292.77,1,Property,InnBucks,Bulawayo TKJ4454,1,2025-08-30,2025-09-17,2025-10-15,2026-09-12,16526.79,14.06,12,Monthly,Working_Capital,Female,04-Jan-1996,Married,2,Mining,,,0,None,Bank_Transfer,Mashonaland_Central MCT7093,1,2025-04-14,2025-04-25,2025-05-21,2027-04-15,9343.01,13.8,24,Monthly,Equipment,Female,18-Jan-1970,Married,4,Agriculture,94,483.23,1,Vehicle,OneMoney,Harare LQQ6326,2,2026-01-03,2026-01-17,2026-02-26,2027-07-11,2301.88,93.55,18,Monthly,Farming_Inputs,Male,03-Mar-1983,Divorced,,Informal_Sector,21,234.16,5,Livestock,Bank_Transfer,Midlands RKB6395,1,2026-01-26,2026-01-29,2026-02-28,2029-01-13,4162.4,15.69,36,Monthly,Stock_Purchase,Male,17-Jan-1996,Married,1,Agriculture,96,453.44,0,Livestock,InnBucks,Mashonaland_West ZAH9261,2,2025-09-21,2025-10-10,2025-11-16,2026-10-05,2654.14,14.83,12,Monthly,Equipment,Male,14-Jan-1962,Widowed,6,Agriculture,100,452.15,6,Livestock,EcoCash,Harare GZI1127,4,2025-05-01,2025-05-02,2025-06-01,2028-04-16,16012.82,16.5,36,Monthly,Vehicle,Male,24-Jul-1976,Widowed,3,Government,76,671.07,1,Property,EcoCash,Masvingo CVV6331,0,2025-02-22,2025-03-05,2025-04-03,2025-06-03,1570.36,101.52,3,Monthly,Medical,Male,02-Oct-1993,Single,5,Education,42,551.61,1,None,Cash,Masvingo XQA2811,0,2025-10-12,2025-10-23,2025-11-27,2027-04-16,902.25,136.64,18,Monthly,Rent,Male,19-Mar-1999,Married,4,Retail_Trade,28,257.53,2,None,EcoCash,Bulawayo SYI6054,5,2025-01-16,2025-02-06,2025-03-09,2025-05-07,2118.36,174.09,3,Weekly,Funeral,Female,18-May-1986,Married,5,NGO,,812.31,1,None,EcoCash,Bulawayo AMY0655,3,2025-01-30,2025-02-11,2025-03-14,2027-02-01,5435.64,14.3,24,Monthly,School_Fees,Female,26-Jul-1996,Married,3,Finance,32,,1,Livestock,Bank_Transfer,Manicaland HZK4281,3,2026-02-04,2026-02-17,2026-03-27,2026-08-16,5674.56,106.03,6,Monthly,Debt_Consolidation,Male,01-Nov-1992,Single,,NGO,67,,0,Savings,EcoCash,Harare WNT8145,2,2025-11-25,2025-11-27,2025-12-28,2027-05-21,6397.0,85.81,18,Weekly,Livestock,Male,10-Jun-1964,Married,3,Retail_Trade,138,407.08,2,Property,EcoCash,Harare CCX6236,0,2025-09-18,2025-10-01,2025-11-03,2026-03-30,2691.0,130.82,6,Monthly,School_Fees,Male,19-Apr-1968,Married,6,Informal_Sector,,434.98,0,None,Bank_Transfer,Matabeleland_North OAE2016,2,2024-12-25,2025-01-15,2025-02-12,2027-01-05,12249.99,11.36,24,Monthly,Farming_Inputs,Female,15-Nov-2006,Single,1,Mining,11,1352.49,0,None,Bank_Transfer,Harare HHZ0542,0,2025-05-21,2025-06-01,2025-06-27,2027-05-22,397.86,16.97,24,Monthly,Farming_Inputs,Male,06-Oct-1988,Single,2,Transport,51,273.65,0,None,OneMoney,Manicaland DZV5764,1,2025-09-17,2025-09-19,2025-11-03,2026-09-14,7689.34,124.71,12,Monthly,Equipment,Male,05-Feb-1978,Divorced,6,Manufacturing,37,,1,Property,Bank_Transfer,Mashonaland_East WXR4271,0,2025-01-05,2025-01-06,2025-02-02,2025-07-05,862.33,151.01,6,Monthly,,Female,04-Aug-1986,Divorced,2,Education,64,522.53,0,Vehicle,InnBucks,Mashonaland_Central NJL1519,5,2025-08-27,2025-09-13,2025-10-28,2025-12-12,1048.75,163.96,3,Weekly,Rent,Female,17-Oct-1976,Married,5,Retail_Trade,,819.24,0,Livestock,OneMoney,Harare ZBX8960,3,2025-03-31,2025-04-20,2025-05-20,2026-04-15,861.29,71.76,12,Monthly,School_Fees,Male,25-Sep-1985,Married,1,Education,27,261.57,2,Property,Cash,Mashonaland_Central TCO1239,1,2025-08-17,2025-09-07,2025-10-12,2026-03-06,6826.97,154.89,6,Monthly,Equipment,Male,03-Feb-1974,Married,3,Informal_Sector,5,542.23,4,Livestock,Cash,Mashonaland_Central IZE0277,4,2026-02-14,2026-02-24,2026-03-28,2027-02-19,11972.62,21.41,12,Monthly,Equipment,Female,17-Mar-1980,Married,4,Construction,158,429.27,5,Guarantor,EcoCash,Bulawayo WXK9583,0,2025-11-19,2025-12-05,2026-01-10,2026-06-03,3605.27,14.15,6,Monthly,Farming_Inputs,Female,02-Sep-1989,Married,5,Retail_Trade,95,690.42,3,Vehicle,Bank_Transfer,Harare FBE6451,1,2025-04-30,2025-05-07,2025-06-17,2027-04-27,9857.4,102.59,24,Weekly,Equipment,Male,20-Aug-1972,Divorced,0,Transport,54,791.01,3,None,Cash,Masvingo FTX0418,0,2025-11-20,2025-12-09,2026-01-20,2026-03-09,4342.03,14.06,3,Monthly,Home_Improvement,Male,09-Jul-2005,Single,0,Finance,19,823.71,3,Vehicle,Bank_Transfer,Midlands UVJ1190,2,2025-09-28,2025-10-16,2025-11-24,2026-07-13,3160.82,95.55,9,Monthly,Livestock,Male,23-Dec-1980,Divorced,2,Government,80,357.53,4,Livestock,InnBucks,Matabeleland_North ZQD5170,4,2026-01-15,2026-02-03,2026-03-03,2028-01-24,9891.14,19.09,24,Monthly,Equipment,Male,23-Dec-1998,Widowed,4,Government,51,642.4,2,Livestock,InnBucks,Harare MMG0954,0,2026-02-08,2026-02-21,2026-03-27,2027-08-15,977.3,14.86,18,Monthly,Rent,Male,12-Sep-1983,Married,2,Retail_Trade,118,343.75,0,Savings,Cash,Midlands QTH7652,0,2025-12-28,2026-01-06,2026-02-17,2027-01-01,449.09,18.14,12,Monthly,School_Fees,Female,02-Sep-1992,Single,0,Informal_Sector,4,134.53,1,Vehicle,Bank_Transfer,Manicaland EPL8454,1,2025-03-03,2025-03-15,2025-04-22,2028-02-28,2882.37,111.68,36,Monthly,Business_Expansion,Male,08-Jun-1987,Married,2,Informal_Sector,,221.48,1,None,Bank_Transfer,Manicaland ECP8252,4,2025-07-05,2025-07-23,2025-08-22,2026-07-18,4534.97,17.47,12,Weekly,Vehicle,Male,22-Oct-1998,Married,5,Informal_Sector,36,,4,None,EcoCash,Mashonaland_East ZAU0784,5,2025-10-13,2025-10-22,2025-11-28,2026-01-20,540.76,165.58,3,Bi-Weekly,Funeral,Male,23-Mar-1973,Married,7,Informal_Sector,17,215.16,0,Livestock,EcoCash,Mashonaland_East ECW3835,0,2025-06-21,2025-07-05,2025-08-10,2026-01-01,1648.88,101.23,6,Monthly,Working_Capital,Male,18-Jun-1999,Married,3,Agriculture,9,298.58,2,Savings,Cash,Manicaland CMS0318,2,2025-06-25,2025-07-02,2025-08-07,2026-12-24,3907.8,90.31,18,Monthly,Farming_Inputs,Male,18-Sep-1991,Divorced,3,Informal_Sector,42,440.65,0,,OneMoney,Matabeleland_South WLW5649,3,2025-10-14,2025-11-01,2025-12-10,2027-04-25,1906.41,17.24,18,Bi-Weekly,Debt_Consolidation,Male,31-Mar-1965,Married,7,Retail_Trade,129,325.25,0,Guarantor,Bank_Transfer,Mashonaland_East JHX5386,0,2025-12-26,2026-01-07,2026-02-05,2026-07-06,5521.64,15.68,6,Monthly,Business_Expansion,Male,08-Jul-1984,Married,6,Manufacturing,42,874.96,1,None,Cash,Harare PCH3333,0,2025-09-03,2025-09-09,2025-10-14,2026-03-08,642.61,15.87,6,Monthly,Funeral,Male,04-Jun-2003,Single,0,Informal_Sector,48,196.42,0,Livestock,Bank_Transfer,Mashonaland_West CJD4090,3,2025-11-04,2025-11-25,2025-12-21,2027-11-15,668.76,16.48,24,Monthly,Debt_Consolidation,Female,26-Jun-1977,Divorced,3,Agriculture,64,233.57,2,Guarantor,Bank_Transfer,Mashonaland_Central ZHQ5954,1,2025-04-12,2025-04-22,2025-05-26,2026-04-17,2152.06,100.39,12,Monthly,Business_Expansion,Female,04-Nov-1992,Single,1,Agriculture,27,286.4,1,Guarantor,EcoCash,Bulawayo TFC5723,2,2025-09-02,2025-09-18,2025-10-17,2026-09-13,10182.77,104.87,12,Monthly,Farming_Inputs,Male,12-Jun-1992,Married,3,Transport,53,836.06,1,Livestock,Bank_Transfer,Harare WRQ7331,0,2025-10-23,2025-11-13,2025-12-24,2026-05-12,2174.78,105.5,6,Monthly,Equipment,Male,11-Jun-1996,Single,2,Finance,55,1261.85,4,None,EcoCash,Mashonaland_West KAN4912,3,2025-10-26,2025-10-27,2025-11-28,2027-10-17,749.11,13.23,24,Monthly,Personal,Male,07-Aug-1989,Single,2,Agriculture,129,180.12,4,Guarantor,InnBucks,Mashonaland_West EPD8279,1,2025-06-14,2025-06-22,2025-07-28,2025-12-19,9192.57,120.26,6,Monthly,Business_Expansion,Female,24-Oct-1985,Widowed,3,Retail_Trade,116,,6,Vehicle,OneMoney,Mashonaland_Central PDC5099,0,2024-12-19,2025-01-03,2025-01-28,2025-04-03,2233.23,99.37,3,Weekly,Wedding,Male,23-Aug-1994,Single,3,Education,26,354.61,0,None,EcoCash,Mashonaland_West DPY3938,0,2026-01-25,2026-02-13,2026-03-20,2028-02-03,2126.78,111.01,24,Weekly,Farming_Inputs,Male,02-Feb-1963,Single,,Government,64,,2,Vehicle,Cash,Matabeleland_North UDO2330,2,2025-06-07,2025-06-22,2025-08-03,2027-06-12,5750.65,10.38,24,Monthly,Livestock,Male,29-Dec-1978,Married,3,Transport,37,446.9,4,Property,EcoCash,Harare WKK8778,0,2025-10-11,2025-10-20,2025-11-17,2026-10-15,1140.75,128.99,12,Monthly,Rent,Female,28-Nov-1977,Divorced,6,Healthcare,134,715.47,0,Vehicle,Bank_Transfer,Matabeleland_South KJM7083,1,2026-02-05,2026-02-20,2026-03-23,2029-02-04,4669.24,125.25,36,Monthly,Working_Capital,Male,15-Dec-1970,Divorced,5,Informal_Sector,17,469.63,3,Livestock,EcoCash,Harare DCA2616,1,2025-11-28,2025-12-03,2026-01-13,2026-11-28,6498.41,16.71,12,Monthly,Stock_Purchase,Male,23-May-2002,Single,2,Transport,27,340.75,1,Property,Cash,Masvingo XEH0275,3,2025-05-10,2025-05-14,2025-06-18,2026-05-09,2317.09,16.71,12,Monthly,Rent,Male,29-Jan-2003,Single,0,Retail_Trade,9,773.57,0,,Bank_Transfer,Mashonaland_Central BVJ8088,1,2026-01-03,2026-01-08,2026-02-07,2028-12-23,1752.81,100.56,36,Monthly,Business_Expansion,Male,26-Dec-1984,Widowed,6,Retail_Trade,15,234.31,0,None,EcoCash,Harare ZAQ8758,0,2025-01-26,2025-01-30,2025-03-16,2025-04-30,2517.07,119.71,3,Weekly,School_Fees,Male,11-Mar-2005,Single,,Mining,8,1035.32,0,Property,Bank_Transfer,Manicaland HRF6526,2,2025-08-15,2025-08-20,2025-09-22,2026-05-17,1169.57,77.49,9,Monthly,Farming_Inputs,Female,23-Sep-1994,Single,0,Agriculture,25,180.46,1,Property,EcoCash,Harare QQJ4189,1,2025-07-22,2025-08-04,2025-09-10,2027-07-25,2348.2,101.78,24,Monthly,Working_Capital,Male,25-Sep-1965,Single,6,Informal_Sector,10,210.99,4,,EcoCash,Matabeleland_North ABK5848,0,2025-01-11,2025-01-17,2025-02-24,2025-07-16,1051.01,117.71,6,Monthly,Stock_Purchase,Female,28-Aug-1971,Married,3,Agriculture,86,123.06,1,None,EcoCash,Manicaland OEH5253,2,2025-10-07,2025-10-13,2025-11-26,2027-04-06,7456.62,122.12,18,Monthly,Farming_Inputs,Female,28-Feb-2005,Single,0,Manufacturing,7,496.36,5,Livestock,Cash,Matabeleland_South FOT2445,2,2025-09-20,2025-09-24,2025-10-28,2026-09-19,5088.06,79.48,12,Bi-Weekly,Equipment,Male,05-Dec-1980,Married,6,Education,53,671.29,1,,Cash,Mashonaland_Central UXU8867,0,2025-01-30,2025-02-13,2025-03-26,2026-08-07,736.42,16.57,18,Bi-Weekly,Working_Capital,Male,30-Jan-1993,Married,3,Agriculture,77,207.96,1,Vehicle,Cash,Midlands HUX7982,1,2024-12-31,2025-01-03,2025-02-02,2026-12-24,7857.98,12.9,24,Monthly,Business_Expansion,Female,19-May-2007,Single,0,Manufacturing,11,532.03,1,None,EcoCash,Midlands SMV5436,5,2025-12-28,2026-01-09,2026-02-06,2026-03-10,818.66,167.25,2,Monthly,Funeral,Male,17-Sep-1957,Married,2,Education,5,499.95,2,Livestock,EcoCash,Manicaland FBQ4481,0,2025-04-10,2025-04-12,2025-05-24,2026-04-07,1519.33,125.47,12,Monthly,Working_Capital,Male,24-May-1997,Married,0,Mining,79,568.4,1,Property,EcoCash,Bulawayo IUV9080,3,2026-02-05,2026-02-21,2026-03-22,2027-08-15,1129.78,16.17,18,Monthly,Medical,Male,26-Jul-1977,Married,3,Mining,17,565.9,3,Savings,EcoCash,Midlands LRN0740,2,2025-04-29,2025-05-14,2025-06-09,2027-05-04,2033.73,73.89,24,Monthly,Working_Capital,Female,01-Mar-1969,Divorced,5,Agriculture,32,246.1,1,Savings,InnBucks,Harare CBT9092,4,2025-01-10,2025-01-28,2025-03-13,2028-01-13,4541.09,17.83,36,Monthly,Vehicle,Male,04-Jan-1985,Divorced,,Informal_Sector,33,192.95,8,Property,EcoCash,Harare CQG4678,5,2025-11-18,2025-12-02,2026-01-11,2026-03-02,351.87,122.75,3,Weekly,Rent,Male,19-Feb-1989,Married,4,,126,440.93,0,Guarantor,Cash,Masvingo JGQ8837,3,2025-10-12,2025-10-15,2025-11-12,2026-10-10,1393.0,11.55,12,Monthly,Medical,Male,03-Dec-1977,Married,2,Government,154,420.14,1,None,Bank_Transfer,Matabeleland_South RSE5980,4,2025-06-14,2025-07-02,2025-08-10,2026-06-27,10466.05,16.69,12,Bi-Weekly,Equipment,Male,06-Mar-1989,,1,Retail_Trade,64,,2,Guarantor,Bank_Transfer,Masvingo WSZ8728,0,2025-02-26,2025-03-03,2025-04-07,2026-08-25,1993.43,15.28,18,Monthly,Funeral,Female,09-Dec-1997,Single,3,Informal_Sector,35,253.04,2,Guarantor,Bank_Transfer,Harare SAD7889,2,2025-03-13,2025-03-15,2025-04-23,2025-09-11,2279.61,138.73,6,Monthly,Farming_Inputs,Male,04-Oct-1967,Widowed,3,Agriculture,105,160.58,5,None,Bank_Transfer,Harare DPH0398,4,2025-02-03,2025-02-19,2025-04-05,2026-08-13,1855.16,16.78,18,Monthly,Equipment,Female,24-Jul-1998,Married,,Informal_Sector,12,128.59,2,None,Cash,Masvingo UQR7067,2,2025-05-19,2025-05-28,2025-06-28,2027-05-18,6060.0,16.97,24,Bi-Weekly,Farming_Inputs,Female,23-May-1962,Single,1,Telecom,45,845.69,2,Livestock,EcoCash,Mashonaland_West UUY9624,5,2025-07-27,2025-08-17,2025-09-11,2025-09-16,1696.75,164.25,1,Monthly,Rent,Male,20-Apr-2002,Married,1,,12,1047.65,1,None,Cash,Mashonaland_Central PVA1710,0,2025-12-06,2025-12-13,2026-01-18,2026-03-13,1504.63,127.9,3,Monthly,Business_Expansion,Male,11-Mar-1962,Widowed,3,Informal_Sector,35,208.76,5,Guarantor,InnBucks,Mashonaland_East BOT5603,0,2025-02-11,2025-02-12,2025-03-25,2025-08-11,1283.93,14.56,6,Monthly,Livestock,Female,16-Feb-1983,Married,,Agriculture,107,183.87,1,Livestock,Bank_Transfer,Masvingo LWY7653,4,2025-03-23,2025-03-29,2025-04-23,2026-09-20,17018.01,18.16,18,Monthly,Equipment,Female,14-May-1963,Married,4,,16,1043.32,3,Savings,Cash,Manicaland YDH2973,3,2025-12-05,2025-12-26,2026-02-06,2026-06-24,1713.23,107.1,6,Monthly,School_Fees,Male,15-Aug-2004,Single,0,Transport,4,384.67,0,Guarantor,Cash,Harare MEE9924,0,2025-09-04,2025-09-06,2025-10-13,2026-09-01,3505.32,87.59,12,Weekly,Debt_Consolidation,Male,03-Mar-1997,Single,4,Informal_Sector,39,394.83,0,Livestock,Cash,Manicaland DFH2841,0,2025-09-11,2025-09-20,2025-10-22,2027-09-10,3323.72,150.39,24,Monthly,Farming_Inputs,Male,29-Jun-1976,Married,5,Retail_Trade,17,660.39,1,None,EcoCash,Manicaland JHI3131,3,2025-07-10,2025-07-12,2025-08-21,2026-07-07,3198.05,16.61,12,Monthly,Medical,Female,14-Jul-1979,Married,3,Informal_Sector,7,598.82,0,None,InnBucks,Midlands AGP6903,0,2025-12-24,2025-12-28,2026-01-27,2026-06-26,6579.3,165.89,6,Monthly,School_Fees,Male,23-Jan-1990,Single,6,Mining,72,1554.24,2,Vehicle,OneMoney,Mashonaland_Central RSK5328,2,2025-03-07,2025-03-26,2025-04-27,2025-12-21,2605.02,74.74,9,Monthly,Farming_Inputs,Female,03-Dec-1990,Married,3,Retail_Trade,108,542.46,0,Savings,EcoCash,Harare VWE4596,4,2026-01-15,2026-01-26,2026-03-10,2027-01-21,10922.09,125.56,12,Monthly,Vehicle,Female,08-Nov-1979,Married,4,Government,55,436.41,2,Vehicle,Bank_Transfer,Midlands EVB4879,0,2025-04-04,2025-04-13,2025-05-28,2026-04-08,11556.01,90.29,12,Monthly,Stock_Purchase,Male,27-Oct-1981,Married,5,Telecom,36,1467.91,1,Property,Cash,Bulawayo QHA7457,1,2025-06-17,2025-06-28,2025-08-12,2026-06-23,12842.46,113.61,12,Monthly,Stock_Purchase,Male,28-Aug-2004,Single,0,Informal_Sector,,526.21,0,None,EcoCash,Bulawayo BTH4717,1,2025-01-06,2025-01-08,2025-02-10,2026-01-03,7787.02,117.65,12,Weekly,Equipment,Female,25-Mar-1999,Married,3,Agriculture,24,335.83,3,None,EcoCash,Manicaland ZYR3814,2,2025-05-08,2025-05-21,2025-06-18,2026-05-16,5990.77,,12,Monthly,Farming_Inputs,Female,23-Feb-1978,Married,3,Retail_Trade,61,811.48,3,Savings,EcoCash,Mashonaland_East IHS6850,2,2026-01-14,2026-01-29,2026-02-23,2026-07-28,2094.61,84.94,6,Monthly,Working_Capital,Male,13-Jul-1982,Single,4,Retail_Trade,,177.62,3,None,EcoCash,Midlands EBB5326,0,2025-11-15,2025-12-02,2026-01-10,2026-11-27,3057.09,18.74,12,Monthly,Debt_Consolidation,Female,25-Aug-1965,Married,,Retail_Trade,115,381.85,1,Guarantor,EcoCash,Harare UOC8757,0,2025-01-09,2025-01-25,2025-03-09,2027-01-15,1561.56,140.5,24,Monthly,Personal,Male,07-Sep-1994,Married,5,Healthcare,110,,0,Guarantor,Bank_Transfer,Midlands VGX1724,1,2025-06-30,2025-07-19,2025-09-02,2026-07-14,5427.63,12.77,12,Monthly,Stock_Purchase,Male,27-Apr-1985,Widowed,5,Education,47,260.4,0,Vehicle,InnBucks,Harare ZZW2620,0,2026-02-05,2026-02-23,2026-04-03,2027-02-18,344.44,15.15,12,Bi-Weekly,Livestock,Male,22-Jul-1993,Married,2,Informal_Sector,13,165.0,0,Vehicle,OneMoney,Mashonaland_West WGP0738,0,2026-01-23,2026-02-03,2026-03-07,2027-01-29,9659.33,132.98,12,Bi-Weekly,Vehicle,Male,06-Mar-2002,Single,1,Finance,13,1690.2,1,Guarantor,Bank_Transfer,Mashonaland_West NDT9688,4,2025-05-05,2025-05-12,2025-06-12,2026-11-03,19651.84,15.31,18,Monthly,Vehicle,Male,25-Jun-1987,Single,3,Government,57,793.0,7,Livestock,Cash,Manicaland RDG5759,0,2025-04-07,2025-04-23,2025-06-02,2026-04-18,3871.75,15.64,12,Monthly,Farming_Inputs,Female,10-Jan-1981,Married,1,Telecom,146,1226.63,1,Property,Bank_Transfer,Midlands MBZ3219,0,2025-07-24,2025-08-12,2025-09-10,2027-08-02,2865.66,80.31,24,Weekly,Livestock,Female,07-Oct-1981,Widowed,6,Informal_Sector,,459.03,4,Guarantor,EcoCash,Midlands VOA2778,0,2025-09-23,2025-09-25,2025-11-04,2027-09-15,3073.87,17.46,24,Monthly,Vehicle,Female,13-Nov-1995,Married,0,Education,35,700.77,3,Guarantor,Cash,Masvingo TER1659,1,2025-01-28,2025-02-14,2025-03-14,2025-08-13,4028.76,105.56,6,Monthly,Equipment,Male,08-Jun-1991,Married,2,Government,100,368.28,1,Savings,EcoCash,Masvingo CPG1677,2,2025-02-10,2025-02-17,2025-04-01,2026-08-11,5515.67,80.82,18,Monthly,Farming_Inputs,Female,11-Jul-1987,Married,3,Telecom,120,1027.38,6,Livestock,Bank_Transfer,Harare MTD7705,2,2025-01-17,2025-01-28,2025-02-25,2025-07-27,2427.01,110.62,6,Monthly,Livestock,Male,06-Aug-1984,Single,3,Agriculture,36,428.44,1,Livestock,EcoCash,Harare TXG5920,0,2025-11-04,2025-11-14,2025-12-19,2027-05-08,2204.01,117.25,18,Monthly,Farming_Inputs,Female,06-Jun-2004,Single,1,Transport,14,277.26,2,Vehicle,Bank_Transfer,Midlands MYX1390,0,2024-12-22,2025-01-09,2025-02-14,2025-07-08,3112.44,100.55,6,Monthly,Livestock,Male,13-Sep-1972,Divorced,2,Retail_Trade,108,798.03,0,None,EcoCash,Mashonaland_West XMW2906,3,2025-11-26,2025-12-07,2026-01-07,2026-06-05,654.53,12.96,6,Monthly,Debt_Consolidation,Female,15-Aug-1994,Single,1,Informal_Sector,28,276.78,3,None,EcoCash,Mashonaland_East NVX6011,1,2026-01-08,2026-01-12,2026-02-18,2027-07-06,2846.31,11.04,18,Monthly,Working_Capital,Male,24-Jul-1989,Divorced,2,Education,30,572.89,6,Savings,EcoCash,Masvingo LYR1389,4,2026-02-05,2026-02-14,2026-03-28,2027-02-09,19101.33,12.52,12,Monthly,Vehicle,Female,13-Sep-1975,Married,4,Healthcare,53,675.23,1,None,Bank_Transfer,Mashonaland_East ZQS9453,2,2025-06-18,2025-07-04,2025-08-14,2027-06-24,2434.05,141.54,24,Monthly,Working_Capital,Male,15-Jun-1983,Married,5,Mining,,355.2,5,Livestock,EcoCash,Matabeleland_South KVY6771,3,2025-09-24,2025-10-04,2025-11-04,2027-09-24,803.56,10.69,24,Bi-Weekly,Medical,Male,15-Oct-1984,Married,8,Transport,108,,5,Savings,Cash,Masvingo JQP6097,1,2025-08-30,2025-09-16,2025-10-28,2026-09-11,5499.96,12.89,12,Monthly,Equipment,Female,11-May-1982,Married,4,Agriculture,45,302.43,2,Property,InnBucks,Harare ADB1236,2,2025-11-14,2025-11-21,2025-12-23,2026-08-18,9767.26,15.47,9,Monthly,Working_Capital,Male,05-Mar-1973,Married,5,Telecom,10,590.19,1,Livestock,EcoCash,Matabeleland_South FAA0655,2,2025-01-23,2025-02-12,2025-03-21,2025-11-09,36343.94,110.88,9,Monthly,Farming_Inputs,Female,03-Oct-1992,Married,1,NGO,43,2132.12,4,Property,InnBucks,Matabeleland_North RUP3785,3,2025-12-18,2025-12-19,2026-01-18,2027-12-09,343.49,16.78,24,Monthly,School_Fees,Female,19-Jun-1977,Married,5,Agriculture,88,180.86,5,None,EcoCash,Harare VTO4977,0,2025-08-13,2025-08-14,2025-09-17,2027-08-04,1961.43,15.34,24,Bi-Weekly,Debt_Consolidation,Female,06-Aug-2007,Single,0,Manufacturing,11,386.51,1,None,EcoCash,Mashonaland_Central OWY9257,4,2025-03-14,2025-03-15,2025-04-17,2028-02-28,21142.83,85.87,36,Monthly,Equipment,Male,28-Sep-1998,Single,1,NGO,24,1054.53,3,Vehicle,Bank_Transfer,Manicaland INZ9599,1,2025-03-04,2025-03-08,2025-04-05,2025-09-04,12502.4,14.12,6,Monthly,Equipment,Female,02-Jul-2003,Married,1,Retail_Trade,6,776.61,0,Vehicle,Bank_Transfer,Harare UYV9434,2,2025-08-26,2025-08-30,2025-09-28,2026-05-27,5854.55,109.66,9,Monthly,Farming_Inputs,Female,17-May-1985,Married,5,Mining,16,,1,Property,Cash,Harare QCN3988,2,2025-09-10,2025-10-01,2025-11-04,2027-09-21,2686.04,113.94,24,Monthly,Farming_Inputs,Male,20-Apr-1986,Divorced,6,Agriculture,36,334.63,1,Livestock,Cash,Matabeleland_South AIJ4474,0,2025-07-14,2025-08-03,2025-09-08,2026-07-29,1539.6,121.83,12,Monthly,Home_Improvement,Female,05-Nov-1978,Single,1,Manufacturing,81,374.56,0,Savings,Cash,Manicaland GMF6125,1,2026-02-09,2026-02-15,2026-03-18,2028-02-05,14109.43,131.37,24,Monthly,Business_Expansion,Male,25-Aug-1974,,3,Construction,57,,1,,EcoCash,Manicaland RWZ2877,2,2025-09-26,2025-10-04,2025-11-09,2026-09-29,2256.34,111.14,12,Monthly,Farming_Inputs,Female,24-May-1983,Married,1,Manufacturing,92,246.36,2,Livestock,EcoCash,Harare CVR4043,2,2025-11-28,2025-12-14,2026-01-12,2027-06-07,6869.35,83.88,18,Weekly,Livestock,Female,13-Jan-1995,Married,2,Retail_Trade,110,780.28,0,Livestock,Cash,Masvingo RZY7054,0,2025-01-23,2025-02-06,2025-03-11,2026-02-01,2072.39,16.57,12,Monthly,Stock_Purchase,Male,01-May-1971,Divorced,3,Agriculture,110,271.37,1,Savings,EcoCash,Mashonaland_West QPL5273,0,2025-02-16,2025-03-09,2025-04-16,2025-09-05,1038.58,15.58,6,Monthly,Funeral,Female,11-Dec-2002,Single,1,,27,306.8,2,Guarantor,EcoCash,Mashonaland_Central KKO1796,4,2024-12-15,2025-01-04,2025-02-01,2026-06-28,2697.69,67.15,18,Monthly,Vehicle,Male,03-Jun-1969,Single,5,Agriculture,30,192.55,8,Guarantor,Cash,Mashonaland_Central DHQ9595,0,2025-02-21,2025-03-14,2025-04-25,2025-06-12,2354.31,119.54,3,Monthly,Wedding,Male,14-Jul-1974,Married,4,Education,,,6,None,EcoCash,Matabeleland_North OUT6240,0,2025-12-06,2025-12-07,2026-01-11,2027-11-27,2901.95,16.6,24,Monthly,Medical,Male,21-Dec-1970,Married,3,Education,99,413.96,0,Guarantor,EcoCash,Mashonaland_West LIR4665,1,2025-02-24,2025-03-10,2025-04-14,2028-02-23,13653.18,127.23,36,Monthly,Equipment,Male,17-Jan-1977,Divorced,1,Manufacturing,75,778.15,4,Property,EcoCash,Manicaland VBS5912,3,2025-10-22,2025-11-08,2025-12-16,2026-05-07,1876.56,12.66,6,Monthly,Debt_Consolidation,Female,07-Jun-1996,Single,0,Retail_Trade,67,369.67,0,,EcoCash,Manicaland IEK4502,4,2025-07-07,2025-07-13,2025-08-14,2028-06-27,19692.89,15.59,36,Monthly,Home_Improvement,Female,09-Aug-1983,Married,3,Retail_Trade,86,586.44,0,Vehicle,OneMoney,Harare FYA8853,5,2025-12-13,2025-12-20,2026-01-18,2026-03-20,1034.17,148.17,3,Bi-Weekly,Rent,Female,08-Dec-2004,Single,0,NGO,9,950.69,2,None,Bank_Transfer,Harare FOH4659,0,2026-02-04,2026-02-21,2026-04-06,2027-02-16,321.92,137.47,12,Monthly,Rent,Male,27-Dec-1980,Married,7,Informal_Sector,5,,0,None,Cash,Mashonaland_Central XNC2504,1,2025-05-07,2025-05-26,2025-06-21,2026-05-21,5637.92,78.21,12,Weekly,Business_Expansion,Male,07-Feb-1991,Single,4,Government,136,500.52,5,Property,Bank_Transfer,Harare SHN6071,0,2024-12-28,2025-01-04,2025-02-08,2025-04-04,941.4,139.1,3,Monthly,Livestock,Male,04-Mar-1995,Married,2,Transport,82,303.17,1,None,InnBucks,Mashonaland_East FPE9638,3,2025-04-05,2025-04-08,2025-05-09,2027-03-29,2840.07,13.09,24,Monthly,Personal,Male,19-Mar-1983,Single,3,Healthcare,45,914.39,1,Guarantor,Cash,Masvingo MIQ2318,0,2026-01-18,2026-01-31,2026-03-13,2026-07-30,4456.06,82.67,6,Bi-Weekly,Debt_Consolidation,Male,06-Feb-1969,Single,8,NGO,55,1535.07,2,None,EcoCash,Mashonaland_Central NKE5145,2,2025-01-15,2025-01-25,2025-03-06,2025-10-22,14481.72,78.1,9,Monthly,Livestock,Male,02-Oct-1999,Single,2,Retail_Trade,10,1025.49,3,Guarantor,EcoCash,Bulawayo BNP0383,3,2025-07-26,2025-08-06,2025-09-20,2026-08-01,1131.18,17.14,12,Monthly,Debt_Consolidation,Male,22-Nov-1977,Divorced,4,Transport,91,445.49,2,None,Bank_Transfer,Harare OXQ4019,2,2025-06-25,2025-06-29,2025-07-25,2026-03-26,4446.23,90.32,9,Weekly,Farming_Inputs,Male,25-Apr-1982,Married,6,Government,111,648.88,4,Livestock,EcoCash,Masvingo QLG7535,3,2025-11-01,2025-11-13,2025-12-15,2026-11-08,1813.31,14.76,12,Monthly,Medical,Female,16-Aug-2002,Single,0,Agriculture,14,404.19,2,Vehicle,Cash,Matabeleland_North NFG2213,1,2025-12-31,2026-01-16,2026-02-26,2027-07-10,20128.76,127.3,18,Monthly,Working_Capital,Male,28-Jan-1985,Married,2,,80,1304.04,0,Guarantor,EcoCash,Harare EWY0202,0,2025-11-14,2025-12-01,2025-12-26,2027-11-21,1869.26,146.51,24,Monthly,Funeral,Male,09-Jan-1976,Single,3,Agriculture,114,232.48,1,None,EcoCash,Mashonaland_East LXZ6473,0,2025-11-30,2025-12-05,2025-12-28,2027-11-25,1369.79,127.68,24,Monthly,Equipment,Female,25-Jul-2007,Single,0,Manufacturing,10,187.84,6,Guarantor,InnBucks,Harare XLJ8555,0,2025-05-15,2025-05-22,2025-06-26,2027-05-12,926.83,132.49,24,Monthly,Home_Improvement,Male,27-Apr-1970,Married,3,Agriculture,6,,1,Guarantor,Bank_Transfer,Harare EIU1933,1,2025-12-20,2025-12-26,2026-01-24,2026-12-21,4493.06,87.75,12,Monthly,Working_Capital,Male,03-Dec-1976,Married,3,Construction,71,323.94,1,None,Bank_Transfer,Masvingo YGT7289,4,2024-12-23,2025-01-08,2025-02-13,2026-07-02,5191.16,78.66,18,Monthly,Vehicle,Female,23-Dec-1989,Married,1,Retail_Trade,28,564.19,1,Guarantor,Bank_Transfer,Bulawayo YNB7874,0,2026-01-20,2026-01-22,2026-03-05,2027-01-17,3500.76,140.04,12,Monthly,Medical,Female,23-Feb-2005,Married,0,Construction,17,713.24,5,Vehicle,EcoCash,Bulawayo NTW5371,2,2025-08-20,2025-08-22,2025-09-25,2026-05-19,10146.43,9.46,9,Monthly,Livestock,Male,23-Apr-1975,Married,4,Retail_Trade,72,576.0,3,Livestock,Cash,Mashonaland_East VSN3165,5,2025-07-31,2025-08-19,2025-10-01,2025-11-17,265.31,163.19,3,Weekly,Medical,Male,21-Oct-1996,Divorced,2,Government,,297.79,1,Savings,Cash,Mashonaland_East BCO5595,0,2025-01-15,2025-02-05,2025-03-11,2026-07-30,407.6,141.42,18,Bi-Weekly,Funeral,Female,20-Aug-1996,Married,,Informal_Sector,43,86.52,4,None,Bank_Transfer,Mashonaland_West NZB4891,1,2026-01-03,2026-01-16,2026-02-18,2027-07-10,3256.8,100.21,18,Monthly,Business_Expansion,Female,21-May-1992,Married,2,Retail_Trade,58,459.24,4,None,Cash,Mashonaland_West UTK5485,1,2025-11-19,2025-11-30,2026-01-12,2026-05-29,8310.56,15.23,6,Monthly,Working_Capital,Female,07-May-1969,,2,Informal_Sector,3,429.9,2,Guarantor,Cash,Bulawayo SZO8539,4,2025-04-04,2025-04-21,2025-05-28,2027-04-11,17771.73,18.64,24,Bi-Weekly,Home_Improvement,Male,05-Mar-1968,Married,,Telecom,98,1205.87,0,Property,OneMoney,Bulawayo DEP0199,4,2025-07-31,2025-08-13,2025-09-08,2028-07-28,31505.29,107.05,36,Monthly,Vehicle,Male,21-Feb-1998,Married,3,NGO,32,1030.17,5,Guarantor,EcoCash,Harare ULJ4832,1,2025-06-19,2025-07-08,2025-08-11,2026-07-03,13618.22,14.89,12,Monthly,Stock_Purchase,Male,06-Apr-1973,Married,4,Education,156,571.85,7,Livestock,Bank_Transfer,Harare NLA4883,2,2025-11-17,2025-11-21,2026-01-05,2026-11-16,15435.29,86.34,12,Monthly,Working_Capital,Male,24-Jan-1970,Single,1,Finance,54,,5,Livestock,OneMoney,Mashonaland_West ISZ1044,0,2026-01-29,2026-02-19,2026-03-24,2026-08-18,772.46,168.47,6,Monthly,Stock_Purchase,Male,15-Jun-1988,Married,2,Education,71,330.79,3,Property,InnBucks,Mashonaland_Central VOD3596,0,2026-01-17,2026-02-05,2026-03-05,2026-05-06,4728.64,130.01,3,Monthly,Personal,Male,21-Sep-1999,Married,2,Government,36,590.48,0,Livestock,OneMoney,Matabeleland_North PNU9920,3,2026-02-06,2026-02-11,2026-03-14,2028-02-01,478.76,16.16,24,Monthly,Personal,Female,16-Aug-1997,Married,1,,47,177.18,1,Property,Cash,Mashonaland_Central VBP9681,1,2025-05-18,2025-06-01,2025-07-09,2026-11-23,9720.44,133.65,18,Monthly,Business_Expansion,,10-Jan-1988,Widowed,3,Mining,,1059.83,5,Vehicle,EcoCash,Matabeleland_North UFA6698,0,2025-10-31,2025-11-13,2025-12-20,2026-11-08,1204.54,83.35,12,Monthly,Personal,Female,01-Mar-2001,Married,4,Agriculture,10,425.2,0,Vehicle,OneMoney,Manicaland IJP9499,0,2025-03-20,2025-03-24,2025-04-28,2026-03-19,1978.57,15.05,12,Weekly,Farming_Inputs,Male,20-Dec-1971,Widowed,5,Transport,29,765.77,1,Vehicle,EcoCash,Masvingo FDY6857,4,2025-12-25,2026-01-04,2026-01-28,2029-12-14,4218.29,12.91,48,Bi-Weekly,Equipment,Male,14-Sep-1995,Single,1,Construction,,552.78,1,,Cash,Mashonaland_Central LSM4366,1,2025-11-05,2025-11-06,2025-12-10,2027-04-30,8727.5,14.67,18,Monthly,Business_Expansion,Male,21-Apr-1968,Divorced,3,Finance,16,1213.18,1,Vehicle,Bank_Transfer,Mashonaland_West BSH4545,0,2025-05-01,2025-05-05,2025-06-18,2026-04-30,1325.15,16.6,12,Monthly,Debt_Consolidation,Female,10-Jul-1986,Divorced,4,Government,137,,2,,OneMoney,Mashonaland_West VNF0492,3,2026-02-08,2026-02-17,2026-03-25,2028-02-07,253.58,16.6,24,Monthly,Medical,Male,04-Sep-1961,Married,,Agriculture,76,47.05,4,Guarantor,Bank_Transfer,Midlands NRN3248,1,2025-08-09,2025-08-11,2025-09-22,2027-08-01,5908.45,121.28,24,Monthly,Business_Expansion,Male,22-May-1997,Widowed,0,Retail_Trade,59,249.57,5,Livestock,EcoCash,Manicaland CFL2795,1,2025-08-12,2025-09-01,2025-10-11,2028-08-16,7015.95,16.84,36,Monthly,Stock_Purchase,Male,02-Dec-1994,Married,2,Informal_Sector,33,439.59,1,Guarantor,Bank_Transfer,Mashonaland_East UPY6262,1,2025-09-18,2025-10-02,2025-11-11,2027-03-26,5550.73,106.94,18,Monthly,Stock_Purchase,Female,19-Dec-1956,Single,2,Informal_Sector,,359.86,3,Livestock,EcoCash,Bulawayo JWA5753,2,2025-11-18,2025-12-09,2026-01-19,2026-06-07,3471.28,123.65,6,Bi-Weekly,Farming_Inputs,Female,21-Feb-1967,Single,,Informal_Sector,24,330.8,0,Livestock,Cash,Mashonaland_West YSL7643,4,2025-04-22,2025-05-02,2025-06-01,2028-04-16,12285.77,18.02,36,Monthly,Home_Improvement,Male,20-Dec-1999,Married,4,Manufacturing,35,606.76,0,Vehicle,Bank_Transfer,Bulawayo IJE2413,4,2025-05-01,2025-05-13,2025-06-14,2026-11-04,2198.92,14.72,18,Monthly,Home_Improvement,Female,06-Mar-1987,Married,3,Informal_Sector,7,288.55,4,Guarantor,EcoCash,Midlands HMG6508,2,2025-03-27,2025-03-31,2025-04-27,2026-09-22,1308.27,74.99,18,Monthly,Farming_Inputs,Male,02-Jun-1988,Married,4,Transport,19,303.06,2,None,OneMoney,Matabeleland_North OND1652,2,2025-08-06,2025-08-17,2025-09-19,2027-08-07,509.09,95.14,24,Monthly,Farming_Inputs,Male,19-May-1995,Divorced,5,Agriculture,65,82.48,1,Livestock,OneMoney,Harare RCD9204,1,2025-03-25,2025-04-07,2025-05-17,2025-10-04,5568.49,101.75,6,Monthly,Business_Expansion,Female,25-Aug-1977,Widowed,3,Informal_Sector,45,665.23,0,Savings,Bank_Transfer,Mashonaland_East CVX3958,0,2025-07-31,2025-08-16,2025-09-18,2027-08-06,674.95,130.18,24,Monthly,Debt_Consolidation,Female,25-Dec-2005,Divorced,0,Agriculture,12,167.77,0,None,EcoCash,Harare SUD2927,1,2025-04-16,2025-05-05,2025-06-01,2026-04-30,4495.6,87.17,12,Monthly,Working_Capital,Female,05-Feb-1991,Single,3,Education,34,,2,Vehicle,EcoCash,Harare ECC5428,2,2025-02-09,2025-02-18,2025-03-19,2026-08-12,3839.91,88.17,18,Weekly,Livestock,Male,18-Oct-2004,Single,0,Mining,21,623.51,1,Property,EcoCash,Mashonaland_Central VVF6053,2,2026-02-18,2026-02-26,2026-04-02,2027-02-21,1595.28,16.25,12,Monthly,Farming_Inputs,Male,06-Dec-1995,Single,1,Agriculture,60,142.46,0,None,InnBucks,Mashonaland_East ZUW8629,0,2025-04-15,2025-04-27,2025-05-23,2026-10-19,1081.99,132.07,18,Weekly,Wedding,Female,30-Jan-1992,Married,4,Retail_Trade,106,218.34,1,Guarantor,EcoCash,Bulawayo QCW0913,0,2025-06-28,2025-06-29,2025-08-02,2026-06-24,2168.11,142.21,12,Bi-Weekly,Stock_Purchase,Female,02-Jul-1978,Divorced,2,Construction,32,330.82,2,Property,InnBucks,Masvingo UCQ2988,1,2025-04-03,2025-04-20,2025-05-17,2027-04-10,1265.14,14.21,24,Monthly,Stock_Purchase,Female,27-Jun-1992,Single,4,Manufacturing,80,,0,Guarantor,EcoCash,Mashonaland_Central VTI1308,0,2025-01-28,2025-02-12,2025-03-28,2026-02-07,1944.52,149.63,12,Monthly,Equipment,,09-Mar-1978,Married,2,Healthcare,101,358.44,1,Livestock,InnBucks,Harare YPL6010,2,2025-07-06,2025-07-24,2025-08-21,2027-07-14,710.93,11.76,24,Monthly,Farming_Inputs,Male,23-Sep-1976,Divorced,6,Informal_Sector,17,200.46,4,Livestock,EcoCash,Manicaland FQY4754,0,2025-07-08,2025-07-26,2025-09-06,2026-01-22,310.74,159.24,6,Weekly,School_Fees,Male,13-Jan-1989,Married,2,Agriculture,,156.46,2,None,Bank_Transfer,Harare IMB0115,0,2024-12-29,2025-01-10,2025-02-18,2026-01-05,1025.89,151.59,12,Monthly,,Male,29-Mar-1994,Single,3,Agriculture,79,270.17,2,None,EcoCash,Bulawayo TGG0560,0,2025-03-24,2025-04-02,2025-04-28,2026-09-24,2437.93,140.21,18,Weekly,,Female,30-Oct-1992,Divorced,3,Informal_Sector,42,528.21,2,Guarantor,InnBucks,Bulawayo LOW8153,0,2026-02-06,2026-02-19,2026-04-05,2026-05-20,753.65,89.75,3,Bi-Weekly,Business_Expansion,Male,06-Jun-1965,Married,3,Informal_Sector,31,167.72,3,Guarantor,EcoCash,Manicaland PMQ6674,1,2025-01-16,2025-01-25,2025-02-21,2026-07-19,14089.88,138.05,18,Monthly,Business_Expansion,Male,27-Mar-1995,Widowed,4,Retail_Trade,31,730.19,1,Livestock,OneMoney,Mashonaland_West ZFY4122,1,2025-04-26,2025-05-01,2025-06-13,2028-04-15,25539.16,10.74,36,Monthly,Business_Expansion,Female,22-Jan-1996,Married,3,,14,1344.32,4,Property,EcoCash,Mashonaland_West GDB4295,3,2025-07-03,2025-07-16,2025-08-17,2027-07-06,340.28,11.33,24,Monthly,Personal,Male,30-Apr-1997,Married,1,Agriculture,,143.21,4,Guarantor,Bank_Transfer,Mashonaland_West IXI1781,1,2025-08-18,2025-08-19,2025-10-03,2026-08-14,1316.26,99.77,12,Monthly,Stock_Purchase,Male,20-Nov-1983,Married,4,Education,114,357.12,3,Livestock,Bank_Transfer,Bulawayo VJW0795,1,2026-02-22,2026-02-26,2026-04-07,2029-02-10,3554.89,16.03,36,Monthly,Equipment,Female,03-Nov-1998,Married,2,Agriculture,6,175.56,2,Livestock,Cash,Mashonaland_East VBO9417,5,2025-02-08,2025-02-26,2025-04-03,2025-05-27,584.26,183.15,3,Weekly,Funeral,Female,29-Apr-1990,Married,1,Retail_Trade,165,590.84,1,None,EcoCash,Mashonaland_West NBE9866,0,2025-08-07,2025-08-27,2025-09-28,2026-02-23,994.87,15.95,6,Bi-Weekly,Working_Capital,Male,19-Feb-1963,Divorced,2,Government,56,471.08,0,Property,EcoCash,Bulawayo VGC0338,3,2025-06-25,2025-07-10,2025-08-09,2026-07-05,976.93,12.34,12,Monthly,Personal,Female,04-Oct-1960,Single,6,Construction,124,348.11,5,None,Bank_Transfer,Bulawayo JMS7867,3,2025-06-25,2025-07-04,2025-08-11,2026-06-29,1153.0,101.88,12,Monthly,Rent,Male,04-Feb-2005,Widowed,1,Telecom,26,391.53,8,Livestock,Bank_Transfer,Harare CSE8479,1,2025-12-13,2025-12-22,2026-01-21,2027-12-12,3083.43,88.38,24,Monthly,Working_Capital,Male,28-Mar-1988,Married,3,Government,18,354.53,0,Savings,Cash,Mashonaland_West BPR3060,4,2026-02-06,2026-02-26,2026-03-27,2030-02-05,4985.33,20.23,48,Monthly,Vehicle,Male,25-Oct-2005,Single,2,Agriculture,12,141.15,2,None,Cash,Bulawayo SWM8178,0,2025-05-13,2025-05-28,2025-07-10,2026-05-23,1446.55,104.11,12,Monthly,Livestock,Male,09-Oct-1955,Married,2,Agriculture,110,301.2,4,,EcoCash,Mashonaland_Central ZAW6991,1,2025-10-01,2025-10-02,2025-10-28,2028-09-16,22908.65,82.96,36,Monthly,Business_Expansion,Male,08-Aug-1992,Married,2,NGO,103,2162.05,1,,Bank_Transfer,Matabeleland_South GZW7919,3,2025-01-01,2025-01-03,2025-02-09,2026-06-27,1533.02,82.74,18,Bi-Weekly,Rent,Male,20-Nov-2003,Single,1,Informal_Sector,28,395.08,6,Guarantor,Bank_Transfer,Mashonaland_Central QLK2483,1,2025-02-06,2025-02-22,2025-03-25,2026-08-16,5047.97,12.14,18,Monthly,Working_Capital,Male,01-Feb-1997,Married,3,Informal_Sector,35,325.43,4,Property,Bank_Transfer,Harare FBN7235,1,2025-09-11,2025-09-12,2025-10-18,2028-08-27,2377.51,82.15,36,Monthly,Stock_Purchase,Female,04-Jun-1965,Divorced,5,Agriculture,47,252.68,2,Savings,Bank_Transfer,Mashonaland_West DPI4700,0,2025-05-16,2025-05-31,2025-06-25,2025-08-29,2799.07,18.14,3,Monthly,Home_Improvement,Female,26-Feb-2007,Single,1,Retail_Trade,9,495.9,1,Guarantor,Cash,Manicaland JML5008,5,2026-01-22,2026-02-02,2026-02-27,2026-03-04,2633.67,149.51,1,Monthly,Rent,Female,17-May-1999,Married,4,Telecom,24,,0,None,Cash,Manicaland EWV8051,0,2025-11-21,2025-12-06,2026-01-14,2026-12-01,1983.43,94.89,12,Monthly,Home_Improvement,Female,19-Jan-2004,Single,0,Informal_Sector,28,365.89,3,Guarantor,EcoCash,Harare NAY8513,0,2025-06-18,2025-06-30,2025-07-28,2025-09-28,1421.04,168.69,3,Monthly,,Male,02-Mar-1976,Married,,Government,162,465.5,0,None,Bank_Transfer,Harare GKN9646,1,2025-04-13,2025-04-21,2025-05-23,2026-04-16,6369.6,95.29,12,Monthly,Business_Expansion,Female,11-Dec-1972,Single,3,Finance,,676.1,2,Savings,OneMoney,Manicaland IQF6763,3,2025-05-08,2025-05-28,2025-07-01,2026-05-23,7831.01,13.56,12,Bi-Weekly,Medical,Male,16-Jul-1995,Married,2,Finance,38,2409.73,4,Guarantor,EcoCash,Masvingo QLJ2322,1,2025-06-13,2025-06-18,2025-07-15,2026-06-13,15420.0,109.45,12,Bi-Weekly,Business_Expansion,Male,27-Feb-1992,Single,3,Finance,104,1215.6,1,Vehicle,Bank_Transfer,Harare EGR2384,1,2025-01-04,2025-01-22,2025-02-20,2026-07-16,13248.79,11.52,18,Monthly,,Male,24-Oct-1958,Single,7,,66,672.01,2,Vehicle,Bank_Transfer,Midlands LDI6232,1,2025-04-03,2025-04-23,2025-05-18,2027-04-13,5839.29,93.69,24,Monthly,Business_Expansion,Female,03-Oct-1979,Divorced,4,Informal_Sector,3,354.24,4,None,EcoCash,Mashonaland_West IXP9686,3,2025-07-20,2025-08-08,2025-09-14,2027-07-29,1368.1,15.39,24,Monthly,Debt_Consolidation,Male,26-Mar-1992,Single,,Education,117,531.62,2,None,Bank_Transfer,Matabeleland_South WIS5869,1,2025-01-02,2025-01-11,2025-02-15,2025-07-10,3905.66,114.43,6,Monthly,Business_Expansion,Male,25-Apr-2008,Single,1,Agriculture,3,353.64,8,Property,EcoCash,Matabeleland_North QPG4120,5,2026-01-22,2026-02-11,2026-03-15,2026-05-12,529.24,137.88,3,Weekly,Rent,Female,20-Nov-1957,Divorced,5,Education,126,488.55,1,None,Cash,Midlands ZFO1888,1,2025-05-16,2025-05-23,2025-06-28,2028-05-07,19535.33,119.17,36,Monthly,Stock_Purchase,Male,12-Oct-1994,Single,6,Government,106,883.55,4,Vehicle,InnBucks,Mashonaland_East GJX9033,3,2024-12-17,2025-01-01,2025-02-03,2026-12-22,1835.95,15.29,24,Monthly,Personal,Female,20-Nov-1998,Single,0,,9,634.97,3,None,EcoCash,Manicaland HZG9332,4,2025-04-16,2025-05-06,2025-06-20,2027-04-26,17036.0,15.97,24,Monthly,Vehicle,Male,08-Jan-1966,Divorced,4,NGO,36,817.0,0,Vehicle,InnBucks,Midlands RIV1782,3,2025-12-31,2026-01-15,2026-02-28,2026-07-14,184.41,15.22,6,Monthly,Personal,Male,15-Jul-1998,Married,4,Agriculture,82,78.44,2,Guarantor,Bank_Transfer,Mashonaland_East ORG0034,3,2026-01-13,2026-01-30,2026-03-14,2027-01-25,208.24,14.95,12,Monthly,Debt_Consolidation,Female,13-Feb-2007,,0,Informal_Sector,9,61.9,2,Guarantor,Bank_Transfer,Mashonaland_East MBO0090,2,2025-10-31,2025-11-03,2025-12-10,2026-05-02,5139.03,93.39,6,Monthly,Farming_Inputs,Female,03-Sep-1971,Married,1,Transport,4,713.05,5,Property,EcoCash,Mashonaland_East JCK6531,3,2025-03-16,2025-04-03,2025-04-28,2027-03-24,2745.94,17.13,24,Monthly,School_Fees,Male,23-Dec-1981,Married,0,Construction,,760.38,3,Savings,InnBucks,Masvingo VYQ0919,1,2026-02-07,2026-02-26,2026-04-01,2029-02-10,5065.66,16.41,36,Monthly,Working_Capital,Female,12-Aug-1986,Married,4,Informal_Sector,9,241.33,2,None,Bank_Transfer,Bulawayo TOC5703,3,2025-07-13,2025-08-03,2025-09-10,2026-01-30,4316.07,16.94,6,Weekly,School_Fees,Female,06-May-1997,Married,2,Government,35,849.86,0,Guarantor,EcoCash,Harare CHD7768,1,2025-05-29,2025-06-08,2025-07-17,2028-05-23,4628.36,119.74,36,Monthly,Equipment,Male,03-Jan-1974,Married,6,Informal_Sector,20,348.69,3,Livestock,EcoCash,Mashonaland_Central TZO3960,0,2025-05-18,2025-05-20,2025-06-24,2026-05-15,1645.69,14.62,12,Monthly,Stock_Purchase,Female,09-Dec-1971,Divorced,0,Government,60,402.5,0,None,Bank_Transfer,Masvingo KYP2401,3,2025-01-18,2025-01-22,2025-03-05,2027-01-12,5630.24,13.23,24,Bi-Weekly,School_Fees,Male,04-May-1966,Married,5,NGO,121,1295.12,1,Guarantor,InnBucks,Harare GTU1888,1,2025-03-03,2025-03-10,2025-04-21,2026-03-05,2726.64,15.22,12,Monthly,Equipment,Female,12-Jun-1978,Married,5,Informal_Sector,38,191.01,4,Guarantor,Bank_Transfer,Mashonaland_West LVV0631,0,2025-03-16,2025-03-18,2025-04-23,2025-09-14,2042.33,88.57,6,Monthly,School_Fees,Female,05-Jul-1992,Married,2,Government,84,669.29,6,Guarantor,EcoCash,Manicaland NXY1801,1,2025-11-01,2025-11-18,2025-12-21,2026-05-17,8316.29,11.62,6,Monthly,Business_Expansion,Male,03-Dec-1969,Married,5,Education,,,1,Guarantor,OneMoney,Matabeleland_South LDF0276,5,2025-08-27,2025-09-04,2025-10-16,2025-12-03,435.99,117.94,3,Weekly,Rent,Male,13-Nov-1995,Married,2,Informal_Sector,39,161.68,3,None,InnBucks,Masvingo QCD5470,1,2025-02-19,2025-02-20,2025-03-27,2026-08-14,2231.55,106.41,18,Monthly,Stock_Purchase,Female,16-Jun-1991,Single,4,Informal_Sector,27,83.47,1,Livestock,EcoCash,Bulawayo XGA1603,2,2025-08-23,2025-09-06,2025-10-06,2027-08-27,2256.4,11.03,24,Monthly,Farming_Inputs,Female,27-May-1966,Widowed,6,,,,0,Livestock,EcoCash,Mashonaland_West BKD5139,0,2025-06-06,2025-06-11,2025-07-11,2026-06-06,3938.26,163.34,12,Bi-Weekly,Funeral,Female,18-Jun-2000,Married,1,Transport,7,690.24,1,None,EcoCash,Harare RIV7224,0,2026-02-13,2026-02-24,2026-04-02,2027-08-18,235.25,15.95,18,Monthly,School_Fees,Male,28-Jan-1971,Single,7,Informal_Sector,22,118.38,5,Guarantor,EcoCash,Midlands HAC3956,1,2025-12-18,2025-12-24,2026-02-01,2026-06-22,6721.78,141.71,6,Weekly,Equipment,Female,16-Aug-1999,Widowed,2,Informal_Sector,14,547.22,5,Vehicle,EcoCash,Midlands CIX5564,2,2025-04-27,2025-05-01,2025-06-12,2026-01-26,1990.33,127.7,9,Monthly,Working_Capital,Female,25-Sep-1987,Divorced,,Informal_Sector,33,256.98,1,Livestock,Bank_Transfer,Bulawayo POL3249,0,2025-12-25,2026-01-06,2026-02-18,2026-07-05,4767.58,137.33,6,Bi-Weekly,Working_Capital,Female,04-May-1971,Married,2,Construction,,842.01,7,None,Bank_Transfer,Matabeleland_North NVJ1952,1,2025-06-03,2025-06-07,2025-07-07,2028-05-22,3855.66,85.45,36,Monthly,Equipment,Female,23-Jul-2000,Married,1,Healthcare,35,,1,,EcoCash,Midlands LJP8831,0,2025-04-27,2025-05-11,2025-06-22,2025-08-09,1404.9,133.52,3,Monthly,Funeral,Female,25-Sep-1979,Divorced,3,Agriculture,149,476.76,1,None,Bank_Transfer,Manicaland CMR3851,4,2025-09-27,2025-10-02,2025-11-14,2027-09-22,8119.98,69.7,24,Monthly,Equipment,Female,28-Mar-1960,Single,6,Retail_Trade,14,463.65,0,Property,Cash,Matabeleland_South BOL6020,2,2025-05-13,2025-05-18,2025-06-15,2026-05-13,1971.58,123.77,12,Monthly,Farming_Inputs,Male,10-Apr-1993,Married,3,Informal_Sector,42,195.15,1,None,Bank_Transfer,Midlands QOT7252,0,2025-12-25,2026-01-10,2026-02-08,2026-07-09,7404.41,14.41,6,Monthly,Equipment,Female,07-Sep-1990,Married,2,Telecom,60,1147.4,0,None,EcoCash,Matabeleland_South SET4895,0,2025-01-01,2025-01-13,2025-02-13,2025-07-12,1673.49,99.28,6,Monthly,School_Fees,Male,23-Jan-1986,Married,5,Agriculture,79,198.36,2,None,Bank_Transfer,Mashonaland_Central AOM9004,3,2025-07-13,2025-07-23,2025-08-24,2026-07-18,987.95,15.63,12,Bi-Weekly,Medical,Female,20-Sep-1993,Married,1,Construction,95,366.8,0,Savings,EcoCash,Harare WRL8060,2,2025-06-04,2025-06-10,2025-07-12,2026-06-05,6765.96,16.91,12,Monthly,Equipment,Female,11-Sep-1994,Single,5,Construction,58,544.77,3,,Bank_Transfer,Masvingo YRI9524,1,2026-01-13,2026-01-27,2026-02-22,2028-01-17,13052.99,15.9,24,Bi-Weekly,Working_Capital,Male,23-Dec-1992,Single,6,Government,65,593.17,1,Property,Cash,Mashonaland_East LRB8922,0,2025-02-04,2025-02-18,2025-03-16,2026-02-13,396.82,119.95,12,Bi-Weekly,Stock_Purchase,Male,09-Aug-2006,Married,1,Agriculture,13,226.85,0,None,EcoCash,Harare NCP8644,0,2025-06-24,2025-07-06,2025-08-05,2026-01-02,4921.07,107.36,6,Monthly,Home_Improvement,Female,10-Nov-1973,Married,2,Retail_Trade,69,839.6,1,Guarantor,OneMoney,Harare WTS4018,4,2025-10-31,2025-11-14,2025-12-15,2027-11-04,19397.71,18.69,24,Monthly,Home_Improvement,Female,31-Mar-1971,Married,2,NGO,33,,2,,Bank_Transfer,Harare DTI7426,0,2025-08-01,2025-08-11,2025-09-06,2027-08-01,2650.8,119.6,24,Monthly,School_Fees,Female,19-Feb-1971,Married,5,Construction,123,552.01,1,None,EcoCash,Manicaland ZGR0098,0,2025-07-29,2025-07-30,2025-09-10,2027-07-20,2505.04,138.49,24,Monthly,Funeral,Male,25-Mar-1972,Divorced,,Retail_Trade,59,484.51,1,Guarantor,Cash,Matabeleland_North SAD4571,4,2025-10-15,2025-10-29,2025-12-02,2029-10-08,8088.65,18.98,48,Monthly,Vehicle,Male,30-Dec-1998,Single,1,Transport,,484.03,0,Livestock,InnBucks,Manicaland KEF3478,2,2025-11-28,2025-12-16,2026-01-21,2026-06-14,1906.3,117.28,6,Monthly,Farming_Inputs,Male,17-Feb-1984,Widowed,4,Agriculture,63,273.6,1,Livestock,EcoCash,Harare KVP4733,1,2025-09-21,2025-09-27,2025-11-05,2027-03-21,4270.89,105.01,18,Monthly,Working_Capital,Female,27-Jun-1978,Married,3,Government,45,284.55,1,,Cash,Manicaland TQW7158,3,2025-01-14,2025-01-25,2025-02-25,2026-01-20,1742.01,12.16,12,Weekly,Rent,Male,28-Nov-1971,Widowed,5,Informal_Sector,,436.98,1,None,OneMoney,Matabeleland_North VBW5493,0,2025-03-03,2025-03-06,2025-04-03,2025-09-02,3695.31,110.32,6,Monthly,Personal,Male,29-Dec-1997,Married,,Transport,55,766.94,2,Guarantor,EcoCash,Mashonaland_East MPB0399,3,2025-05-12,2025-05-18,2025-06-22,2026-11-09,1416.37,17.88,18,Monthly,School_Fees,Male,08-Dec-1987,Married,0,Manufacturing,104,342.79,1,Guarantor,Cash,Harare BYK7045,0,2025-05-11,2025-05-21,2025-06-24,2026-05-16,692.48,15.62,12,Monthly,Farming_Inputs,Female,23-Jul-1995,Single,4,Agriculture,112,170.04,5,Property,OneMoney,Manicaland EZV1040,1,2025-05-01,2025-05-14,2025-06-18,2026-05-09,9877.32,12.45,12,Bi-Weekly,Working_Capital,Female,25-Sep-1985,Married,0,Finance,128,993.8,3,Vehicle,OneMoney,Harare LIX4967,0,2025-12-14,2025-12-23,2026-01-17,2026-12-18,3858.71,120.9,12,Monthly,School_Fees,Female,31-Oct-1972,Single,,Retail_Trade,96,547.74,1,Vehicle,Cash,Mashonaland_East YPX9462,1,2025-07-29,2025-08-06,2025-09-09,2026-08-01,1771.08,92.8,12,Monthly,Business_Expansion,Male,13-Nov-1998,Divorced,2,Informal_Sector,13,100.28,2,None,EcoCash,Harare GUC7779,0,2025-06-26,2025-07-16,2025-08-24,2026-01-12,2284.41,17.97,6,Monthly,School_Fees,Male,13-Sep-1984,Married,1,Informal_Sector,19,515.61,1,Savings,Cash,Mashonaland_Central EIW0176,0,2025-02-25,2025-03-17,2025-04-12,2025-09-13,300.85,112.05,6,Bi-Weekly,Equipment,Female,24-Mar-1998,Married,4,Agriculture,24,,2,Guarantor,EcoCash,Harare JPP3633,4,2025-08-25,2025-09-08,2025-10-11,2028-08-23,11078.26,16.41,36,Monthly,Home_Improvement,Female,09-Aug-1993,Married,2,Government,84,597.39,3,Property,,Mashonaland_Central ICE8497,0,2025-04-27,2025-05-02,2025-06-01,2027-04-22,537.26,16.36,24,Monthly,Personal,Female,10-Dec-1972,Single,0,Construction,120,236.31,3,Property,EcoCash,Mashonaland_West JCB5870,0,2025-01-03,2025-01-12,2025-02-22,2027-01-02,2813.9,112.84,24,Monthly,Working_Capital,Female,01-May-1981,Divorced,,,121,922.41,1,Guarantor,Bank_Transfer,Harare TSX8703,1,2026-02-01,2026-02-10,2026-03-24,2028-01-31,3671.7,95.65,24,Monthly,Equipment,Female,08-Jun-1985,Widowed,4,Informal_Sector,20,300.6,1,Guarantor,Bank_Transfer,Harare WTN8881,3,2025-01-24,2025-02-13,2025-03-27,2027-02-03,546.58,13.17,24,Weekly,Debt_Consolidation,Male,11-Apr-1993,Married,2,Informal_Sector,30,99.14,2,Savings,InnBucks,Manicaland VTX2950,0,2025-12-24,2025-12-31,2026-02-03,2027-12-21,4304.5,16.0,24,Monthly,Rent,Male,12-Jul-1995,Married,4,Education,43,639.83,2,Guarantor,Bank_Transfer,Harare OXO0872,1,2025-07-17,2025-07-25,2025-08-19,2027-07-15,3250.77,13.36,24,Monthly,Stock_Purchase,Male,29-Nov-1988,Divorced,2,Agriculture,88,,3,None,OneMoney,Harare SLL9902,3,2025-03-22,2025-03-30,2025-04-24,2027-03-20,3046.5,12.55,24,Monthly,School_Fees,Male,11-Feb-1991,Widowed,5,Government,56,1039.64,2,Savings,Bank_Transfer,Masvingo CJD1628,2,2025-02-16,2025-03-07,2025-04-20,2027-02-25,5952.45,96.25,24,Monthly,Equipment,Male,24-Sep-1996,Single,1,Finance,33,670.74,0,Property,Bank_Transfer,Harare YME3555,1,2025-12-01,2025-12-07,2026-01-10,2027-11-27,3099.43,146.92,24,Monthly,Business_Expansion,Female,31-Jan-1971,Divorced,5,Informal_Sector,31,256.49,2,Property,InnBucks,Harare XKF9852,0,2025-06-14,2025-06-24,2025-07-25,2026-12-16,870.02,172.04,18,Weekly,Wedding,Female,20-May-1970,Married,4,Manufacturing,115,332.63,2,None,OneMoney,Matabeleland_South DRE7767,4,2025-12-13,2025-12-27,2026-01-25,2028-12-11,7776.56,17.62,36,Monthly,Equipment,Female,04-Apr-1995,Single,2,Government,127,432.69,4,None,EcoCash,Harare ZWO1818,0,2025-07-16,2025-07-24,2025-08-28,2027-07-14,913.67,16.9,24,Bi-Weekly,Wedding,Male,23-Nov-1992,,3,Agriculture,62,112.12,0,Guarantor,EcoCash,Masvingo FEX6317,0,2025-03-19,2025-03-26,2025-05-04,2025-06-24,1357.9,167.59,3,Monthly,Working_Capital,Male,31-Jan-1993,Single,1,Agriculture,42,,4,None,Cash,Harare SNQ7014,1,2025-12-20,2026-01-02,2026-02-14,2027-12-23,10422.74,79.35,24,Bi-Weekly,Business_Expansion,Male,17-Aug-1978,Married,4,Retail_Trade,39,937.14,0,Property,EcoCash,Bulawayo GQN3038,1,2025-07-24,2025-08-08,2025-09-16,2026-02-04,1753.09,153.61,6,Monthly,Business_Expansion,Female,15-Sep-1993,Widowed,2,Agriculture,65,239.42,4,None,EcoCash,Mashonaland_West PFF5514,2,2025-04-03,2025-04-04,2025-05-01,2027-03-25,14883.82,126.66,24,Bi-Weekly,Farming_Inputs,Male,04-Sep-2004,Single,0,Retail_Trade,28,,0,Guarantor,Cash,Mashonaland_West HPV1117,1,2025-05-04,2025-05-15,2025-06-22,2027-05-05,9559.2,14.6,24,Monthly,Working_Capital,Female,04-Mar-1975,Single,5,Informal_Sector,14,473.24,0,Savings,Bank_Transfer,Matabeleland_South III5054,3,2025-08-24,2025-09-12,2025-10-12,2027-09-02,645.97,13.38,24,Monthly,Medical,Male,16-Jan-2006,Single,0,Government,,493.15,0,Guarantor,Bank_Transfer,Harare LNW6654,0,2026-01-08,2026-01-18,2026-02-21,2028-01-08,605.2,116.02,24,Monthly,Wedding,Female,18-Nov-1974,Divorced,4,Informal_Sector,24,414.47,4,,EcoCash,Masvingo ARC6596,3,2025-01-15,2025-01-18,2025-02-24,2026-01-13,603.69,12.6,12,Bi-Weekly,School_Fees,Male,08-Oct-1972,Married,5,,18,270.99,0,Guarantor,Bank_Transfer,Mashonaland_East IPP4620,0,2025-04-26,2025-05-04,2025-06-07,2025-08-02,1454.65,133.28,3,Monthly,Wedding,Male,20-Dec-1973,Married,1,Agriculture,107,299.14,1,None,Bank_Transfer,Harare NLR3257,2,2025-07-29,2025-08-10,2025-09-21,2026-08-05,9904.73,14.23,12,Monthly,Farming_Inputs,Male,22-Oct-1998,Married,3,Telecom,20,1413.36,7,None,InnBucks,Mashonaland_East CTB9878,5,2025-06-09,2025-06-14,2025-07-23,2025-09-12,153.84,153.3,3,Monthly,Personal,Male,19-Mar-1990,Married,2,Informal_Sector,50,141.07,1,Savings,Cash,Mashonaland_West VMT5143,1,2025-12-01,2025-12-17,2026-01-12,2026-12-12,6695.33,124.83,12,Monthly,Stock_Purchase,Male,04-Dec-1991,Married,2,Government,118,749.67,2,Livestock,EcoCash,Mashonaland_Central AHM4211,1,2025-05-25,2025-06-11,2025-07-23,2028-05-26,14362.06,13.8,36,Monthly,Business_Expansion,Female,28-Mar-1982,Married,4,Government,206,744.73,4,Property,Bank_Transfer,Masvingo KCL9551,1,2024-12-26,2025-01-16,2025-02-24,2026-07-10,1451.46,13.97,18,Monthly,Equipment,Female,10-Nov-2003,Single,2,Informal_Sector,30,158.45,1,None,Bank_Transfer,Mashonaland_West NHK4195,2,2025-04-10,2025-04-24,2025-05-20,2026-04-19,4227.7,119.12,12,Weekly,Farming_Inputs,Male,20-Sep-1962,Married,8,Manufacturing,118,368.1,2,Savings,Cash,Masvingo INQ8214,3,2026-01-11,2026-01-15,2026-02-23,2027-07-09,4276.44,103.47,18,Weekly,Rent,Female,13-Jan-1983,Single,3,Transport,132,958.32,1,,Cash,Bulawayo LAX7318,1,2025-07-30,2025-07-31,2025-09-09,2028-07-15,13336.67,110.52,36,Monthly,Equipment,Male,05-Apr-2004,Single,0,Government,52,576.79,2,Guarantor,Bank_Transfer,Harare TYJ1073,0,2026-02-12,2026-02-22,2026-04-01,2026-08-21,3294.68,123.35,6,Monthly,Livestock,Male,04-Oct-1991,Married,5,Education,111,479.69,4,Guarantor,Bank_Transfer,Harare KHR8174,1,2025-03-31,2025-04-17,2025-05-14,2028-04-01,11052.55,112.94,36,Bi-Weekly,Business_Expansion,Female,27-Aug-1979,Single,1,Retail_Trade,113,509.58,0,Vehicle,EcoCash,Manicaland FXV0272,0,2025-02-18,2025-03-11,2025-04-18,2025-06-09,73.98,112.82,3,Monthly,Farming_Inputs,Female,15-May-1981,Married,3,Informal_Sector,20,40.16,1,None,EcoCash,Bulawayo QYA8718,3,2025-09-05,2025-09-25,2025-10-20,2027-03-19,1212.42,12.96,18,Monthly,School_Fees,Male,08-Dec-2004,Single,,Transport,13,522.88,2,Savings,Bank_Transfer,Mashonaland_East MGB8317,2,2025-06-06,2025-06-22,2025-07-20,2026-12-14,6528.38,73.36,18,Monthly,Working_Capital,Female,29-Jan-1990,Single,5,Transport,,655.94,0,None,EcoCash,Bulawayo WYJ0017,1,2025-07-25,2025-08-06,2025-09-12,2026-02-02,17868.22,114.61,6,Monthly,Stock_Purchase,Female,31-May-1976,Single,3,Mining,,681.59,2,Property,EcoCash,Harare YCB1541,3,2024-12-26,2025-01-11,2025-02-08,2026-07-05,3096.73,12.14,18,Monthly,Personal,Male,06-Jun-2004,Single,0,NGO,23,690.52,0,Property,EcoCash,Harare OCO9701,0,2025-02-26,2025-03-08,2025-04-03,2025-06-06,2507.98,129.33,3,Monthly,Farming_Inputs,Male,31-May-1967,Married,5,Construction,138,582.81,1,None,EcoCash,Mashonaland_Central QOT4213,2,2025-07-28,2025-07-31,2025-08-28,2026-07-26,6148.06,115.67,12,Monthly,Farming_Inputs,Male,06-Feb-2004,Married,1,Agriculture,8,417.53,0,Property,OneMoney,Mashonaland_East IZB8133,3,2025-04-13,2025-04-16,2025-05-13,2026-04-11,776.54,15.56,12,Monthly,Medical,Male,21-Jun-1982,Married,4,Informal_Sector,49,209.01,0,Vehicle,Bank_Transfer,Harare JQT1085,3,2025-02-18,2025-02-21,2025-03-28,2026-02-16,218.58,15.73,12,Monthly,School_Fees,Male,08-Nov-1994,Married,,Informal_Sector,12,76.51,4,Guarantor,EcoCash,Manicaland BCD5519,0,2025-07-31,2025-08-10,2025-09-04,2026-02-06,732.53,16.87,6,Monthly,Equipment,Male,16-Sep-1971,Married,3,Agriculture,137,,3,None,OneMoney,Harare XBP4686,4,2025-07-31,2025-08-03,2025-09-14,2028-07-18,15890.66,21.47,36,Bi-Weekly,Home_Improvement,Male,08-Jul-1985,Married,2,Retail_Trade,87,538.39,4,Livestock,Bank_Transfer,Harare BUH6163,2,2025-10-25,2025-11-13,2025-12-16,2027-05-07,4328.24,100.95,18,Monthly,Equipment,Female,02-Oct-1991,Single,4,Government,145,599.14,3,Livestock,EcoCash,Matabeleland_North YCL4225,1,2025-11-08,2025-11-21,2026-01-03,2026-05-20,3405.0,13.98,6,Monthly,Stock_Purchase,Male,01-Jul-1982,Married,5,Construction,38,650.47,2,Guarantor,Cash,Harare ZGN1837,0,2025-01-24,2025-02-08,2025-03-19,2025-05-09,2033.24,15.25,3,Monthly,Home_Improvement,Male,18-Aug-2004,Single,0,Retail_Trade,20,374.63,0,None,Bank_Transfer,Mashonaland_West VWT7951,0,2025-01-18,2025-02-04,2025-03-16,2025-05-05,1029.34,115.35,3,Monthly,Personal,Male,15-Oct-1999,Divorced,2,Retail_Trade,16,272.22,0,None,EcoCash,Harare WCU2909,1,2025-02-05,2025-02-19,2025-04-01,2025-08-18,10757.69,15.08,6,Bi-Weekly,Working_Capital,Male,05-Dec-1963,Married,3,Healthcare,136,717.36,1,Property,Bank_Transfer,Mashonaland_East ECJ8667,0,2025-02-22,2025-03-12,2025-04-26,2026-09-03,1422.28,16.31,18,Monthly,Personal,Female,11-Sep-1965,Divorced,4,Agriculture,101,425.02,2,Vehicle,InnBucks,Bulawayo FIZ8807,4,2025-05-03,2025-05-07,2025-06-18,2027-04-27,11693.85,16.19,24,Monthly,Equipment,Female,21-Oct-1983,Married,5,NGO,105,,1,Property,Cash,Manicaland WEB7022,3,2025-05-14,2025-05-31,2025-06-25,2025-11-27,634.06,15.6,6,Monthly,School_Fees,Male,21-Dec-1994,Married,3,Agriculture,34,,2,Savings,EcoCash,Harare UMV5479,1,2025-12-11,2025-12-26,2026-02-09,2026-12-21,9720.83,141.65,12,Monthly,Equipment,Male,21-Jun-1992,Married,0,Construction,,613.15,3,Savings,EcoCash,Manicaland NTU3115,2,2026-01-31,2026-02-16,2026-04-02,2027-02-11,19974.94,14.64,12,Monthly,Farming_Inputs,Male,11-Aug-1972,Widowed,0,Telecom,63,1652.42,0,,EcoCash,Midlands OHS0889,2,2025-01-12,2025-01-23,2025-03-07,2026-01-18,1790.84,10.88,12,Monthly,Equipment,Female,27-Jan-1989,Divorced,4,Transport,27,345.21,3,Property,OneMoney,Manicaland JRT4331,1,2025-12-16,2025-12-27,2026-01-28,2026-12-22,5203.14,13.44,12,Monthly,Working_Capital,Male,14-Sep-1961,Married,3,Informal_Sector,31,597.46,1,Livestock,EcoCash,Harare AWU8320,0,2025-09-08,2025-09-26,2025-11-02,2026-09-21,3190.89,17.89,12,Monthly,Livestock,Female,16-Jun-1996,Married,3,Construction,32,412.59,2,None,Cash,Manicaland FZQ6790,1,2025-12-27,2026-01-06,2026-02-08,2028-12-21,11144.57,14.98,36,Monthly,Business_Expansion,Female,06-Oct-1997,Single,3,Informal_Sector,26,546.82,4,Savings,EcoCash,Masvingo SAW2413,1,2024-12-24,2025-01-08,2025-02-05,2026-07-02,2581.14,115.85,18,Weekly,Stock_Purchase,Male,09-Jan-1967,Married,6,Informal_Sector,43,126.25,0,Guarantor,EcoCash,Matabeleland_South MBR1935,0,2025-09-07,2025-09-25,2025-10-25,2026-03-24,1296.83,112.79,6,Monthly,Working_Capital,Female,02-Apr-1996,Married,4,Informal_Sector,22,348.0,5,None,Bank_Transfer,Harare EUM7981,1,2025-01-24,2025-02-04,2025-03-07,2026-01-30,4874.63,14.28,12,Monthly,Business_Expansion,Male,18-Aug-1979,Divorced,4,Construction,56,312.11,2,Property,InnBucks,Midlands SXQ9635,0,2025-09-25,2025-10-06,2025-11-04,2026-04-04,2409.9,139.64,6,Monthly,School_Fees,Male,16-Sep-1983,Married,,Retail_Trade,79,,1,Property,Bank_Transfer,Harare CSK8727,0,2025-03-19,2025-04-04,2025-05-19,2025-10-01,3830.46,90.04,6,Monthly,Debt_Consolidation,Male,02-Mar-1998,Married,5,Healthcare,85,482.5,3,None,OneMoney,Harare BJA6633,1,2025-10-30,2025-11-14,2025-12-15,2026-11-09,6818.37,16.03,12,Monthly,Business_Expansion,Male,23-Dec-1979,Divorced,1,Government,210,517.88,1,Livestock,EcoCash,Harare ZTS4215,3,2025-04-23,2025-05-10,2025-06-11,2026-05-05,2009.76,14.5,12,Monthly,Rent,Male,04-Nov-1972,Married,1,Manufacturing,37,674.0,2,Guarantor,Bank_Transfer,Mashonaland_East CXW2502,1,2025-12-13,2025-12-24,2026-01-28,2027-12-14,14659.29,13.78,24,Monthly,Business_Expansion,Male,30-Nov-1994,Married,3,Manufacturing,35,989.88,2,Property,EcoCash,Harare VON6528,1,2025-03-03,2025-03-17,2025-04-21,2026-03-12,6312.96,11.99,12,Bi-Weekly,Business_Expansion,Male,08-Jun-1993,Single,2,Informal_Sector,32,292.27,5,Guarantor,Bank_Transfer,Mashonaland_East XBC1483,0,2025-09-17,2025-10-03,2025-11-03,2026-09-28,393.27,105.23,12,Monthly,Vehicle,Female,08-Jan-1996,Married,2,Transport,32,283.22,3,Savings,Cash,Mashonaland_East BPK9428,0,2025-02-01,2025-02-17,2025-03-28,2027-02-07,1406.89,141.49,24,Monthly,Farming_Inputs,Female,06-Mar-1962,Widowed,3,Agriculture,,294.94,0,Property,Bank_Transfer,Harare IJM2804,3,2025-04-29,2025-05-10,2025-06-09,2027-04-30,1598.62,99.08,24,Monthly,School_Fees,Male,23-Apr-1963,Married,4,Telecom,87,911.83,1,None,Bank_Transfer,Mashonaland_West JAU0056,0,2025-08-17,2025-08-23,2025-09-28,2026-02-19,273.95,170.75,6,Monthly,Debt_Consolidation,Female,22-Jul-1987,Married,5,Agriculture,11,149.97,1,Savings,EcoCash,Harare SKG7687,4,2025-01-05,2025-01-22,2025-02-27,2029-01-01,25198.48,14.95,48,Monthly,Home_Improvement,Male,17-Mar-1993,Married,3,Retail_Trade,25,,2,Vehicle,EcoCash,Manicaland LUE7177,2,2025-05-02,2025-05-09,2025-06-17,2026-05-04,1762.61,106.43,12,Monthly,Livestock,Female,22-Feb-1999,Single,,Informal_Sector,32,298.85,5,None,OneMoney,Matabeleland_South TFE7449,1,2025-05-14,2025-05-19,2025-06-24,2028-05-03,5103.24,14.12,36,Monthly,Stock_Purchase,Male,17-Jan-1992,Divorced,6,Construction,176,416.83,0,Livestock,Bank_Transfer,Harare KUU3033,0,2026-01-17,2026-01-31,2026-03-10,2027-01-26,562.84,15.48,12,Bi-Weekly,Medical,Female,16-Aug-1992,Single,3,,122,246.44,1,Vehicle,Bank_Transfer,Mashonaland_West BSC6214,3,2025-09-29,2025-10-13,2025-11-07,2026-04-11,2186.98,92.26,6,Monthly,School_Fees,Male,10-Sep-1984,Married,,Government,51,485.49,4,None,EcoCash,Bulawayo UPB6992,3,2025-04-28,2025-05-02,2025-05-28,2026-04-27,2984.01,15.02,12,Monthly,Medical,Male,06-Jul-1997,Married,3,Government,32,979.45,0,Guarantor,OneMoney,Mashonaland_Central LPO9433,1,2026-01-12,2026-01-15,2026-02-14,2028-12-30,13049.79,10.94,36,Monthly,Working_Capital,Male,06-Feb-1983,Divorced,3,,61,438.89,1,Guarantor,Bank_Transfer,Harare GRR5260,2,2025-11-28,2025-12-01,2025-12-28,2027-05-25,17058.0,93.76,18,Monthly,Livestock,Female,10-Nov-1956,Divorced,2,NGO,85,1856.34,0,None,EcoCash,Harare ZYX2775,1,2025-02-28,2025-03-16,2025-04-18,2025-09-12,6114.39,117.17,6,Monthly,Working_Capital,Male,01-Jan-1990,Married,1,Agriculture,52,413.23,0,,Bank_Transfer,Masvingo CRR7571,0,2025-01-14,2025-01-23,2025-03-04,2025-07-22,1734.45,151.02,6,Monthly,Vehicle,Male,31-Dec-1991,Divorced,2,Education,31,484.96,0,,EcoCash,Bulawayo NVR7579,0,2025-07-13,2025-07-30,2025-08-27,2026-07-25,3203.91,152.85,12,Monthly,Personal,Female,12-Oct-2002,Single,1,Retail_Trade,41,582.85,3,Livestock,OneMoney,Bulawayo TRO6653,1,2025-04-05,2025-04-18,2025-06-02,2025-10-15,7874.7,14.7,6,Monthly,Business_Expansion,Male,06-Apr-1988,Single,5,Retail_Trade,47,314.89,2,Property,InnBucks,Harare QAZ5784,1,2025-06-15,2025-06-22,2025-07-21,2026-06-17,3351.04,95.36,12,Monthly,Working_Capital,Female,13-Jun-1982,Married,,Government,149,347.72,1,,EcoCash,Harare CSA7855,1,2025-12-25,2026-01-11,2026-02-19,2028-01-01,3936.89,12.03,24,Monthly,Working_Capital,Male,04-Jan-1985,Divorced,7,Informal_Sector,10,266.32,0,Guarantor,Cash,Matabeleland_North SKR7049,2,2025-03-12,2025-03-25,2025-05-05,2026-09-16,2900.02,13.56,18,Monthly,Livestock,Male,30-Apr-1968,Married,4,Retail_Trade,34,,0,None,EcoCash,Masvingo VDC5945,4,2025-06-20,2025-06-21,2025-07-28,2026-06-16,13873.69,16.17,12,Monthly,Vehicle,Male,10-Mar-1996,Married,3,Construction,32,445.0,1,Property,Bank_Transfer,Bulawayo RQG6441,4,2025-02-20,2025-03-05,2025-04-02,2027-02-23,13437.19,20.56,24,Monthly,Home_Improvement,Female,05-Dec-1975,Married,8,Manufacturing,,,2,Vehicle,EcoCash,Mashonaland_West UTK3942,1,2025-12-18,2025-12-31,2026-01-28,2027-06-24,5555.39,110.09,18,Monthly,Business_Expansion,Female,13-Mar-1976,Married,4,Government,118,266.58,1,Livestock,Cash,Mashonaland_East GIS5276,2,2025-08-14,2025-08-23,2025-09-22,2026-08-18,6577.19,14.81,12,Monthly,Livestock,Female,17-Jan-1988,Single,5,Manufacturing,40,901.06,1,Livestock,InnBucks,Manicaland LZC3931,2,2026-01-30,2026-02-17,2026-03-20,2027-02-12,1662.64,86.1,12,Monthly,Farming_Inputs,Male,01-Feb-1991,Widowed,3,Manufacturing,157,513.23,3,Property,EcoCash,Harare AQZ8439,2,2025-06-12,2025-06-15,2025-07-14,2025-12-12,8632.46,100.72,6,Bi-Weekly,Equipment,Female,22-Jul-1974,Married,5,Mining,118,1040.19,1,Livestock,Cash,Manicaland HWR8277,0,2025-06-21,2025-06-22,2025-07-27,2025-09-20,3474.86,97.11,3,Monthly,Vehicle,Female,27-Oct-1986,Married,1,Informal_Sector,12,395.48,2,,EcoCash,Mashonaland_East QSW7544,1,2025-05-02,2025-05-16,2025-06-21,2026-05-11,4442.23,14.27,12,Monthly,Business_Expansion,Female,01-Jan-1989,Married,3,Informal_Sector,,387.25,2,Vehicle,EcoCash,Bulawayo QMO6786,2,2025-05-16,2025-06-06,2025-07-16,2027-05-27,2973.3,11.42,24,Bi-Weekly,Equipment,Female,17-Oct-1972,Married,5,Education,118,221.57,3,Savings,Cash,Mashonaland_Central FFT1267,1,2025-01-26,2025-02-09,2025-03-09,2025-08-08,21646.62,13.63,6,Monthly,Working_Capital,Male,13-Dec-1968,Married,1,Manufacturing,102,1126.07,5,Vehicle,Cash,Manicaland WBL1699,3,2026-01-16,2026-01-26,2026-03-10,2028-01-16,1366.84,12.39,24,Monthly,Debt_Consolidation,Male,10-Apr-1972,Married,6,Telecom,63,359.53,2,None,Bank_Transfer,Matabeleland_South DLN4360,3,2026-01-09,2026-01-28,2026-03-02,2026-07-27,480.12,14.83,6,Monthly,School_Fees,Male,06-Jun-1971,Married,3,Informal_Sector,54,260.72,1,None,EcoCash,Masvingo QVK9371,1,2025-07-18,2025-07-28,2025-08-23,2026-07-23,4596.76,112.91,12,Monthly,Stock_Purchase,Male,29-Oct-1964,Widowed,4,Informal_Sector,24,413.69,3,None,EcoCash,Harare PAJ5923,4,2025-10-21,2025-10-25,2025-11-27,2027-04-18,1952.99,15.64,18,Monthly,,Female,22-May-2005,Single,1,Agriculture,22,180.8,5,None,InnBucks,Mashonaland_East VXF7049,0,2025-09-11,2025-09-17,2025-10-15,2025-12-16,6157.67,119.92,3,Weekly,Working_Capital,Male,28-Dec-1984,Single,0,Transport,31,833.67,6,Guarantor,OneMoney,Manicaland ETT8073,1,2025-09-06,2025-09-12,2025-10-19,2027-09-02,13850.97,15.71,24,Monthly,Stock_Purchase,Female,05-May-1965,Married,5,Healthcare,,542.13,1,Property,Bank_Transfer,Matabeleland_South AVE9956,1,2026-01-03,2026-01-11,2026-02-18,2028-12-26,1549.97,15.87,36,Monthly,Working_Capital,Female,26-Sep-1995,Single,3,Retail_Trade,61,176.76,4,Savings,InnBucks,Matabeleland_North TPT4243,2,2026-02-03,2026-02-22,2026-03-28,2026-11-19,9262.43,111.5,9,Monthly,Working_Capital,Female,02-Nov-1977,Married,5,Government,,952.96,1,Savings,Bank_Transfer,Harare EVT5415,2,2025-12-11,2025-12-16,2026-01-27,2026-09-12,6787.83,11.25,9,Monthly,Farming_Inputs,Male,06-Jul-1998,Married,4,Government,,891.84,2,Livestock,OneMoney,Mashonaland_Central NRY2349,1,2025-08-07,2025-08-10,2025-09-20,2026-02-06,4204.91,120.31,6,Monthly,Equipment,Male,15-Sep-2005,Single,2,Education,11,495.62,0,None,Bank_Transfer,Midlands KPL2000,2,2025-05-04,2025-05-13,2025-06-14,2026-11-04,7492.83,79.66,18,Monthly,Working_Capital,Female,13-Jul-2006,Single,0,Construction,16,656.17,2,,EcoCash,Bulawayo JQC8916,1,2025-08-27,2025-09-02,2025-10-02,2028-08-17,12407.06,14.38,36,Weekly,Business_Expansion,Male,22-Jul-1971,Married,2,Construction,58,485.49,2,Vehicle,EcoCash,Manicaland IGT4727,3,2025-05-22,2025-05-27,2025-07-07,2026-05-22,1584.41,14.94,12,Monthly,Personal,Male,06-May-2007,Married,2,Healthcare,10,641.53,1,Guarantor,Bank_Transfer,Manicaland FOQ4697,1,2024-12-13,2025-01-03,2025-02-14,2026-06-27,19543.37,129.33,18,Monthly,Working_Capital,Male,17-Feb-1980,Married,5,NGO,153,947.07,5,Vehicle,EcoCash,Bulawayo JMD2554,1,2025-01-26,2025-01-31,2025-03-10,2026-01-26,5581.19,14.62,12,Monthly,Working_Capital,Female,30-Sep-1995,Married,3,Informal_Sector,18,506.8,5,None,Bank_Transfer,Mashonaland_East EWK4862,0,2026-01-21,2026-01-22,2026-03-06,2027-01-17,2260.41,132.06,12,Bi-Weekly,Personal,Male,28-Jun-2005,Single,0,Education,18,391.72,0,Savings,EcoCash,Masvingo SFG4231,1,2025-10-31,2025-11-02,2025-11-27,2026-05-01,3670.94,118.01,6,Monthly,Working_Capital,Female,19-Aug-1974,Single,1,Agriculture,76,,4,None,EcoCash,Manicaland OUW6979,5,2025-06-02,2025-06-06,2025-07-05,2025-08-05,549.33,189.86,2,Bi-Weekly,Funeral,Male,27-Nov-1993,Married,3,,10,240.13,4,None,EcoCash,Mashonaland_East PAT9207,3,2025-10-05,2025-10-14,2025-11-17,2027-04-07,948.81,19.58,18,Weekly,Personal,Female,26-Jun-1998,Single,3,Construction,49,245.94,0,Guarantor,EcoCash,Harare XTB1114,2,2026-01-17,2026-01-23,2026-03-05,2026-07-22,11802.19,11.15,6,Monthly,Farming_Inputs,Female,11-Oct-1997,Single,1,Government,10,775.34,2,Guarantor,Bank_Transfer,Bulawayo SUR8024,2,2025-05-26,2025-06-13,2025-07-08,2025-12-10,1387.95,88.5,6,Bi-Weekly,Farming_Inputs,Male,27-Sep-1997,Single,2,,5,257.22,0,None,Bank_Transfer,Matabeleland_South JMJ3446,2,2025-07-04,2025-07-10,2025-08-05,2027-06-30,2717.41,10.59,24,Bi-Weekly,Livestock,Male,07-Jun-1993,Married,3,Government,64,797.85,3,Savings,Bank_Transfer,Harare FLT1779,0,2024-12-30,2025-01-16,2025-02-11,2026-01-11,801.28,16.79,12,Monthly,Debt_Consolidation,Male,03-Sep-1964,Single,4,Transport,24,,1,,EcoCash,Bulawayo ODI3507,0,2026-01-29,2026-01-31,2026-03-12,2027-07-25,1518.08,130.63,18,Weekly,Wedding,Female,09-Nov-1963,Married,2,Government,46,328.65,4,Savings,InnBucks,Harare VKX4649,2,2025-05-04,2025-05-12,2025-06-24,2025-11-08,1291.13,8.83,6,Monthly,Farming_Inputs,Female,21-Feb-1988,Married,3,Informal_Sector,33,,0,,Bank_Transfer,Mashonaland_West LXH0711,1,2026-01-23,2026-02-06,2026-03-19,2028-01-27,4840.76,108.52,24,Bi-Weekly,Stock_Purchase,Female,06-Jul-1964,Married,,Agriculture,35,379.46,2,None,Bank_Transfer,Harare GOH3012,5,2025-01-10,2025-01-25,2025-02-27,2025-04-25,805.42,168.04,3,Monthly,Funeral,Male,04-Jun-1997,Married,3,Mining,34,460.98,2,None,Cash,Matabeleland_South XZK2864,0,2025-05-10,2025-05-27,2025-07-03,2025-08-25,1561.18,88.99,3,Monthly,Business_Expansion,Female,13-Jan-2004,Married,0,Informal_Sector,41,422.64,0,None,Cash,Harare FSA2525,1,2025-09-22,2025-10-07,2025-11-09,2027-09-27,16927.6,14.41,24,Bi-Weekly,Equipment,Female,20-Mar-1977,Married,4,Healthcare,69,1145.2,4,Property,Bank_Transfer,Manicaland OML8735,0,2025-08-02,2025-08-17,2025-09-21,2027-08-07,5995.88,120.91,24,Monthly,Livestock,Female,24-Jan-1999,Married,3,NGO,,1640.59,3,None,EcoCash,Masvingo CKW6247,3,2025-02-06,2025-02-21,2025-04-06,2026-08-15,2479.41,14.09,18,Monthly,School_Fees,Male,11-Oct-1979,Married,4,Informal_Sector,11,445.51,0,Savings,OneMoney,Harare BZK1475,0,2025-07-24,2025-08-01,2025-08-28,2026-07-27,1023.03,119.13,12,Monthly,School_Fees,Male,26-Oct-1995,Married,2,Retail_Trade,73,,0,Vehicle,Cash,Matabeleland_South BGZ3773,1,2025-10-19,2025-10-31,2025-12-01,2028-10-15,4901.7,130.72,36,Monthly,Working_Capital,Male,06-Aug-1972,Married,5,Government,163,590.78,2,None,Bank_Transfer,Masvingo IHZ1914,0,2025-08-04,2025-08-21,2025-10-04,2026-02-17,1305.28,147.18,6,Monthly,Funeral,Female,21-Apr-1979,Divorced,2,Informal_Sector,24,342.51,1,None,InnBucks,Harare XYA6636,0,2025-05-04,2025-05-15,2025-06-20,2025-11-11,1016.62,16.62,6,Monthly,Equipment,Male,23-Sep-1967,Married,5,Agriculture,92,170.43,0,Guarantor,EcoCash,Mashonaland_East RWD5233,2,2026-01-19,2026-02-09,2026-03-20,2027-08-03,1666.69,110.0,18,Monthly,Equipment,Female,04-Jun-1997,Married,3,Agriculture,31,187.06,1,None,EcoCash,Mashonaland_West GPV8030,0,2026-01-29,2026-02-11,2026-03-19,2027-08-05,4646.78,156.21,18,Monthly,Farming_Inputs,Male,10-Mar-1975,Married,4,Government,31,810.58,4,None,EcoCash,Harare NVZ8701,2,2025-12-01,2025-12-12,2026-01-21,2026-06-10,1826.1,84.69,6,Monthly,Farming_Inputs,Male,15-May-2005,Single,1,Informal_Sector,16,416.96,1,None,EcoCash,Mashonaland_East XSF4318,1,2026-02-15,2026-02-18,2026-03-27,2027-02-13,5542.73,104.93,12,Monthly,Business_Expansion,Female,14-Sep-1989,Single,1,Retail_Trade,70,,3,None,EcoCash,Matabeleland_North WXM7923,1,2025-09-27,2025-10-08,2025-11-09,2026-04-06,5757.87,11.44,6,Monthly,Stock_Purchase,Male,12-Nov-1991,Married,2,Manufacturing,25,239.23,1,Guarantor,Cash,Manicaland CVQ0880,1,2025-04-14,2025-04-19,2025-05-28,2026-04-14,2159.71,14.68,12,Bi-Weekly,Stock_Purchase,Male,23-Oct-2006,Single,0,Construction,6,415.42,7,Vehicle,EcoCash,Mashonaland_West QOQ2863,1,2025-04-04,2025-04-07,2025-05-07,2028-03-22,2718.82,14.91,36,Monthly,Stock_Purchase,Female,17-Jul-1969,Married,4,Mining,37,524.09,2,None,EcoCash,Mashonaland_West RXX0623,5,2025-06-01,2025-06-20,2025-07-24,2025-12-17,667.92,170.57,6,Bi-Weekly,Medical,Male,13-Jan-1977,Widowed,2,Manufacturing,118,414.81,0,Savings,EcoCash,Harare CKY6595,1,2026-01-19,2026-01-31,2026-03-10,2027-01-26,22373.39,13.04,12,Monthly,Business_Expansion,Male,15-Oct-1978,Married,4,NGO,100,1105.23,2,Vehicle,EcoCash,Mashonaland_East EXP5590,0,2025-02-19,2025-03-02,2025-03-27,2027-02-20,1543.67,91.72,24,Monthly,Personal,Female,29-Nov-1970,Widowed,3,Informal_Sector,31,401.26,1,Vehicle,EcoCash,Mashonaland_Central JWS0195,4,2025-05-25,2025-06-06,2025-07-10,2027-05-27,12381.58,15.7,24,Monthly,Home_Improvement,Male,09-Feb-1990,Married,2,Manufacturing,21,491.87,0,Livestock,OneMoney,Mashonaland_East DNV3342,2,2025-08-27,2025-09-08,2025-10-21,2027-08-29,10883.81,13.37,24,Monthly,Working_Capital,Male,28-Sep-1996,Married,2,Retail_Trade,79,703.43,0,Livestock,Bank_Transfer,Harare WHY0533,3,2025-04-25,2025-04-26,2025-05-28,2027-04-16,872.61,88.36,24,Monthly,Rent,Male,15-Aug-1994,Single,3,Retail_Trade,111,516.47,1,None,Cash,Masvingo IJR6798,2,2025-12-25,2026-01-10,2026-02-09,2027-07-04,5047.07,12.89,18,Monthly,Equipment,Male,21-Feb-2005,Divorced,2,Manufacturing,11,353.34,2,Livestock,EcoCash,Manicaland SVJ2157,0,2025-01-15,2025-01-28,2025-03-02,2025-07-27,1589.42,16.11,6,Monthly,Funeral,Female,16-Jul-1996,Single,5,Education,42,513.25,3,None,InnBucks,Bulawayo YLW4737,0,2025-09-26,2025-10-11,2025-11-18,2027-10-01,2275.59,129.67,24,Monthly,Medical,Female,22-Apr-1974,Married,6,Education,80,740.76,2,Guarantor,Cash,Masvingo HUH1315,5,2025-01-26,2025-02-15,2025-03-14,2025-05-16,523.9,157.79,3,Weekly,Funeral,Male,06-Feb-1996,Married,,Informal_Sector,7,402.07,2,Guarantor,EcoCash,Bulawayo XMX5505,1,2025-08-10,2025-08-21,2025-10-02,2027-02-12,16225.4,107.02,18,Monthly,Equipment,Male,21-Dec-1991,Divorced,,,137,827.64,0,Vehicle,Bank_Transfer,Harare TBK7519,2,2024-12-18,2025-01-07,2025-02-19,2026-12-28,2191.71,65.68,24,Monthly,Farming_Inputs,Female,12-Jan-1991,Married,0,Retail_Trade,96,763.96,1,Guarantor,EcoCash,Bulawayo KXA1414,0,2025-12-15,2026-01-01,2026-02-11,2026-06-30,5081.57,143.64,6,Monthly,Personal,Female,16-Nov-1994,Single,,Transport,,683.66,5,Vehicle,InnBucks,Midlands FQH2166,0,2025-07-28,2025-08-02,2025-09-05,2027-07-23,1004.83,115.67,24,Monthly,,Male,18-Mar-1996,Single,,Informal_Sector,9,403.79,2,None,EcoCash,Mashonaland_West RQN7624,4,2025-06-21,2025-06-24,2025-08-05,2026-12-16,5501.99,16.27,18,Monthly,Equipment,Male,28-Jun-1975,Divorced,6,Government,97,234.42,4,None,EcoCash,Harare EES6771,1,2025-02-10,2025-02-17,2025-03-22,2028-02-02,6657.28,135.11,36,Monthly,Working_Capital,Male,21-Jan-1981,Married,5,Informal_Sector,17,326.26,1,Property,EcoCash,Harare JPZ4794,2,2025-03-26,2025-04-15,2025-05-28,2026-04-10,16774.16,17.08,12,Monthly,Farming_Inputs,Male,06-Jun-1972,Divorced,1,NGO,77,1593.12,1,Property,Bank_Transfer,Bulawayo SYU0185,0,2025-05-27,2025-06-12,2025-07-24,2026-06-07,1849.78,16.91,12,Monthly,Debt_Consolidation,Female,07-Aug-1991,Married,1,Government,64,501.2,2,None,EcoCash,Harare OWS0031,0,2025-03-30,2025-04-10,2025-05-19,2026-04-05,1692.75,125.51,12,Monthly,Home_Improvement,Female,21-Aug-1985,Married,3,Mining,16,952.13,3,None,InnBucks,Mashonaland_West NGE4427,2,2025-03-17,2025-04-03,2025-05-03,2026-03-29,1323.25,103.77,12,Monthly,Working_Capital,Female,22-Jul-2000,Married,1,Agriculture,14,246.62,2,Property,Bank_Transfer,Midlands FGO3834,1,2025-10-19,2025-10-25,2025-11-24,2027-04-18,7526.42,96.89,18,Weekly,Business_Expansion,Male,13-Nov-2005,Single,0,Education,16,324.51,0,Property,Cash,Manicaland OFI9247,2,2026-01-06,2026-01-24,2026-02-25,2027-01-19,2893.66,15.47,12,Bi-Weekly,Equipment,Female,16-Feb-2004,Single,2,Informal_Sector,3,282.23,2,None,EcoCash,Manicaland AHB9803,1,2025-12-15,2025-12-30,2026-01-28,2026-12-25,5435.37,112.19,12,Bi-Weekly,Equipment,Male,24-Sep-1991,Single,,Informal_Sector,6,592.31,2,,Bank_Transfer,Bulawayo LXD2374,1,2025-05-25,2025-06-06,2025-07-17,2026-06-01,5282.69,113.7,12,Monthly,Business_Expansion,Female,21-Apr-1996,Single,,,79,535.91,6,Guarantor,Bank_Transfer,Harare PBZ7120,2,2025-03-01,2025-03-05,2025-04-06,2025-09-01,5683.61,93.7,6,Monthly,Working_Capital,Male,30-Dec-1983,Widowed,6,Transport,82,,4,Guarantor,EcoCash,Midlands NIF8371,1,2025-09-07,2025-09-08,2025-10-03,2027-03-02,17732.99,110.46,18,Monthly,Business_Expansion,Female,16-Jul-1998,Divorced,2,Retail_Trade,67,634.65,1,Guarantor,Cash,Matabeleland_South XST8100,3,2025-06-01,2025-06-03,2025-07-09,2027-05-24,963.77,16.36,24,Monthly,Medical,Male,29-Apr-1993,Single,4,Transport,13,368.37,0,Savings,EcoCash,Manicaland CPB8339,0,2025-05-28,2025-06-18,2025-08-02,2026-12-10,2269.71,13.56,18,Bi-Weekly,School_Fees,Female,18-Mar-2007,Single,0,Education,11,723.57,1,None,EcoCash,Mashonaland_West NLP6754,3,2025-01-26,2025-02-08,2025-03-22,2026-02-03,994.28,18.32,12,Bi-Weekly,Medical,Male,23-Mar-1968,Married,5,Retail_Trade,104,422.21,4,Savings,Bank_Transfer,Bulawayo JSI2170,3,2026-02-07,2026-02-27,2026-04-01,2027-02-22,2913.99,14.71,12,Monthly,Rent,Female,05-Mar-1992,Divorced,0,Construction,91,894.77,1,Guarantor,EcoCash,Mashonaland_West QFM3680,3,2025-01-22,2025-01-29,2025-03-13,2027-01-19,1877.24,14.73,24,Monthly,School_Fees,Female,26-Nov-1991,Married,1,Retail_Trade,18,794.25,1,Guarantor,Bank_Transfer,Manicaland BHN6631,1,2025-08-07,2025-08-19,2025-09-13,2026-08-14,10125.58,82.0,12,Monthly,Business_Expansion,Female,15-Apr-1995,Married,3,Mining,106,1244.11,4,Property,EcoCash,Matabeleland_South CEL0556,2,2025-11-10,2025-11-25,2025-12-23,2026-08-22,8438.33,92.74,9,Monthly,Working_Capital,Female,08-May-1985,Divorced,4,Retail_Trade,141,807.63,7,Livestock,Cash,Midlands XBD4029,2,2025-12-04,2025-12-08,2026-01-08,2026-06-06,5682.5,11.59,6,Bi-Weekly,Farming_Inputs,Male,23-Apr-1966,Divorced,4,Mining,31,547.33,2,Livestock,Bank_Transfer,Matabeleland_South RYE7752,1,2025-09-05,2025-09-12,2025-10-16,2026-09-07,11422.59,91.66,12,Monthly,Working_Capital,Male,08-Jun-1967,Married,5,Mining,105,1102.12,2,Livestock,EcoCash,Harare QOV3032,1,2025-05-05,2025-05-21,2025-06-17,2026-05-16,11771.19,13.38,12,Monthly,Stock_Purchase,Male,09-Jan-2005,Single,0,Construction,25,689.11,2,Vehicle,InnBucks,Harare XIL7243,3,2025-05-08,2025-05-22,2025-07-06,2027-05-12,2360.58,13.38,24,Monthly,Debt_Consolidation,Male,28-Dec-2004,Single,1,Healthcare,22,662.12,2,Guarantor,InnBucks,Masvingo KAD8756,4,2025-09-01,2025-09-08,2025-10-09,2028-08-23,4813.04,19.76,36,Monthly,Equipment,Male,24-Dec-1995,Married,4,Retail_Trade,,331.7,2,None,EcoCash,Bulawayo UDU3246,0,2025-07-15,2025-07-20,2025-08-27,2027-01-11,2650.13,139.51,18,Weekly,Livestock,Male,07-Jun-2002,Single,3,,9,439.77,2,Vehicle,InnBucks,Mashonaland_East BKS8607,4,2025-06-12,2025-06-28,2025-08-07,2027-06-18,7401.24,14.58,24,Monthly,Equipment,Male,20-Dec-1959,Widowed,8,Informal_Sector,20,473.05,0,Guarantor,EcoCash,Manicaland NNH7225,1,2025-03-25,2025-04-07,2025-05-14,2027-03-28,9884.29,105.93,24,Monthly,Working_Capital,Male,08-Nov-1987,Single,2,Healthcare,150,349.74,2,,Cash,Harare CON6996,1,2025-05-19,2025-05-28,2025-06-28,2026-05-23,10081.13,101.47,12,Monthly,,Female,02-Oct-1980,Divorced,5,Mining,43,,2,Guarantor,EcoCash,Bulawayo HXS4917,3,2025-05-25,2025-06-11,2025-07-19,2026-06-06,585.82,11.3,12,Monthly,Personal,Female,18-May-1996,Married,2,Informal_Sector,6,129.03,0,Guarantor,Cash,Mashonaland_West PWS7531,3,2025-11-17,2025-11-28,2026-01-09,2027-05-22,8512.68,10.79,18,Monthly,Rent,Male,07-Aug-1998,Married,2,Telecom,3,2322.1,0,Guarantor,EcoCash,Masvingo CPA8641,1,2025-11-19,2025-12-02,2026-01-09,2027-11-22,3319.21,122.93,24,Monthly,Business_Expansion,Male,14-Jun-2006,Single,1,Agriculture,3,,6,None,Bank_Transfer,Matabeleland_North RTW1393,1,2025-02-27,2025-03-12,2025-04-14,2026-03-07,8188.58,16.18,12,Monthly,Business_Expansion,Female,22-Jan-1968,Married,6,Construction,7,714.72,6,,EcoCash,Harare QRM8880,2,2025-03-06,2025-03-21,2025-04-20,2025-09-17,5249.09,127.01,6,Monthly,Livestock,Male,20-Apr-1979,Divorced,5,Retail_Trade,40,765.89,2,Livestock,EcoCash,Masvingo SYU1247,2,2025-12-31,2026-01-07,2026-02-10,2027-01-02,1673.95,70.43,12,Monthly,Farming_Inputs,Female,31-Jan-1986,Married,2,Retail_Trade,128,397.08,2,Guarantor,EcoCash,Mashonaland_West BKP7999,1,2025-04-01,2025-04-08,2025-05-23,2028-03-23,3903.86,123.66,36,Weekly,Equipment,Male,15-Jan-1982,Divorced,4,Government,88,270.7,5,None,InnBucks,Midlands RWQ2872,2,2025-11-05,2025-11-18,2025-12-23,2026-08-15,3987.05,98.47,9,Bi-Weekly,Farming_Inputs,Male,16-Feb-1966,Widowed,4,Healthcare,125,496.61,0,None,Bank_Transfer,Harare VET6669,0,2025-08-06,2025-08-23,2025-10-01,2026-08-18,1693.71,18.03,12,Monthly,Farming_Inputs,Female,19-Feb-1990,Single,6,Education,29,410.48,0,Savings,Bank_Transfer,Bulawayo BBR8345,0,2024-12-14,2025-01-03,2025-02-11,2026-12-24,756.44,16.58,24,Monthly,Equipment,Female,05-Apr-2000,Married,0,Construction,15,,1,None,Bank_Transfer,Harare FMC0185,2,2025-06-16,2025-06-19,2025-07-28,2026-06-14,1114.61,85.59,12,Monthly,Equipment,Male,18-Jun-2004,Single,1,,27,212.84,2,Property,EcoCash,Mashonaland_Central YWX0652,1,2025-03-10,2025-03-31,2025-05-04,2028-03-15,13523.41,14.5,36,Monthly,Equipment,Male,29-May-1965,,4,Mining,34,490.26,1,Livestock,EcoCash,Mashonaland_East FEU3392,1,2025-07-15,2025-07-31,2025-09-01,2028-07-15,7722.27,84.26,36,Monthly,Equipment,Female,17-Feb-1967,Widowed,6,Informal_Sector,19,545.87,2,Guarantor,OneMoney,Manicaland MAI9069,1,2025-01-24,2025-01-25,2025-02-21,2026-01-20,6319.27,122.49,12,Monthly,Equipment,Female,02-Feb-1997,Married,2,Government,60,785.37,0,Savings,Bank_Transfer,Bulawayo KSE3648,0,2025-08-19,2025-08-29,2025-10-11,2026-08-24,2137.04,170.49,12,Weekly,Medical,Female,15-Dec-1983,Married,,,88,268.55,5,Guarantor,OneMoney,Masvingo JRU2012,0,2025-02-04,2025-02-14,2025-03-24,2026-02-09,1515.54,142.91,12,Monthly,Personal,Female,14-Jan-1972,Married,0,Education,89,321.74,0,Savings,InnBucks,Mashonaland_East LAG3972,0,2025-09-25,2025-10-03,2025-11-03,2026-01-01,2011.81,121.79,3,Monthly,Vehicle,Male,15-Aug-1966,Widowed,4,Education,50,555.69,2,Guarantor,Cash,Harare XDU6150,0,2026-02-18,2026-02-19,2026-03-28,2028-02-09,1359.06,16.34,24,Monthly,Business_Expansion,Female,17-Aug-1973,Married,4,,16,466.58,2,None,Cash,Matabeleland_South BZO3678,0,2026-01-09,2026-01-13,2026-02-07,2026-04-13,989.18,163.11,3,Monthly,Vehicle,Male,27-Jun-2005,Single,1,Informal_Sector,7,510.98,2,Guarantor,EcoCash,Mashonaland_Central UUL7578,1,2025-06-03,2025-06-09,2025-07-17,2027-05-30,3356.43,116.46,24,Bi-Weekly,Working_Capital,Male,13-Aug-1997,Married,3,Mining,40,300.78,4,Vehicle,EcoCash,Harare ENT4935,0,2025-10-01,2025-10-06,2025-10-28,2026-04-04,6956.46,16.32,6,Monthly,Rent,Male,10-Oct-1963,Widowed,2,Telecom,50,1962.59,0,Property,Cash,Mashonaland_Central WXU2063,3,2025-04-20,2025-04-25,2025-06-09,2026-04-20,1051.81,13.5,12,Monthly,School_Fees,Male,07-Feb-1983,Married,6,Informal_Sector,28,296.4,0,Guarantor,EcoCash,Manicaland MFJ3188,2,2025-12-02,2025-12-16,2026-01-19,2026-12-11,5801.5,129.23,12,Monthly,Working_Capital,Female,14-Mar-1981,Divorced,4,Government,118,631.36,3,Savings,Bank_Transfer,Masvingo LFN1743,0,2025-08-31,2025-09-08,2025-10-08,2027-08-29,1089.47,17.66,24,Monthly,Business_Expansion,Female,12-Aug-1992,Single,1,Agriculture,40,291.19,5,Savings,Cash,Manicaland FEB3954,2,2025-01-16,2025-01-27,2025-02-25,2026-01-22,17116.03,17.41,12,Bi-Weekly,Farming_Inputs,Male,26-Oct-1969,Married,4,Telecom,12,1239.01,2,Property,Bank_Transfer,Bulawayo XJJ5859,2,2025-08-23,2025-09-11,2025-10-14,2027-03-05,4959.77,94.6,18,Monthly,Equipment,Male,22-Mar-2000,Married,2,Education,28,691.13,8,Savings,EcoCash,Manicaland VIM4571,0,2025-01-07,2025-01-10,2025-02-22,2026-01-05,1246.55,112.56,12,Monthly,Personal,Male,13-Apr-1987,Single,1,Education,109,310.0,0,None,OneMoney,Harare EHY5432,4,2025-03-10,2025-03-27,2025-04-24,2026-03-22,22046.06,18.51,12,Monthly,Equipment,Male,02-Dec-1987,Married,0,Informal_Sector,26,578.87,1,Property,Cash,Masvingo QRH8342,0,2025-10-01,2025-10-04,2025-11-07,2026-04-02,3372.69,18.89,6,Monthly,Stock_Purchase,Male,23-Jul-1977,Widowed,5,Manufacturing,72,1075.22,0,None,Cash,Mashonaland_West XMG1831,1,2025-05-12,2025-05-21,2025-06-17,2028-05-05,12379.03,14.84,36,Monthly,Business_Expansion,Male,08-Dec-1974,Married,5,Government,95,523.36,4,Savings,OneMoney,Bulawayo TJC9764,1,2025-09-05,2025-09-25,2025-10-22,2027-03-19,11920.56,13.39,18,Monthly,Business_Expansion,Female,05-Aug-1981,Married,6,Transport,172,853.67,3,Guarantor,Bank_Transfer,Harare XUX2979,0,2026-01-05,2026-01-16,2026-02-17,2027-01-11,1343.23,100.76,12,Monthly,Business_Expansion,Male,15-Jun-1972,Married,3,Retail_Trade,47,362.05,1,Vehicle,InnBucks,Harare QIX8136,3,2025-03-02,2025-03-10,2025-04-16,2026-03-05,4773.8,13.27,12,Monthly,School_Fees,Male,14-Jan-1984,Married,,Retail_Trade,137,1010.31,0,Savings,Cash,Midlands NOD6437,4,2025-12-01,2025-12-17,2026-01-13,2028-12-01,4466.65,14.06,36,Monthly,Equipment,Female,17-Oct-1998,Single,3,Informal_Sector,18,170.65,6,None,Cash,Manicaland JDV4500,1,2025-08-04,2025-08-24,2025-09-18,2026-02-20,25690.34,100.17,6,Monthly,Stock_Purchase,Male,13-Aug-1976,Single,2,Transport,75,894.91,2,Vehicle,EcoCash,Matabeleland_North TSU3436,2,2025-07-27,2025-08-11,2025-09-09,2027-08-01,14658.25,102.92,24,Monthly,Equipment,Male,27-Feb-1992,Married,2,Healthcare,48,1053.99,0,Livestock,EcoCash,Harare YQE3043,2,2025-04-30,2025-05-02,2025-06-15,2026-04-27,8760.8,123.3,12,Monthly,Working_Capital,Female,18-Aug-1959,,3,NGO,48,1266.33,1,None,InnBucks,Harare PEN4600,3,2025-02-20,2025-03-05,2025-04-17,2026-02-28,1101.11,12.5,12,Monthly,Medical,Male,08-Apr-1964,Divorced,5,Manufacturing,5,423.94,0,Savings,EcoCash,Mashonaland_West VXG2069,4,2025-04-28,2025-04-30,2025-05-28,2027-04-20,3443.93,17.0,24,Monthly,Home_Improvement,Female,05-Nov-1989,Single,1,Government,86,407.26,5,Guarantor,Cash,Mashonaland_Central PGV2258,1,2025-12-10,2025-12-21,2026-01-28,2026-12-16,24630.32,128.33,12,Bi-Weekly,Equipment,Male,08-Feb-1983,Divorced,7,NGO,139,1202.37,1,Guarantor,EcoCash,Mashonaland_West PPB0159,3,2025-03-31,2025-04-08,2025-05-04,2027-03-29,380.27,14.63,24,Monthly,Debt_Consolidation,Male,01-Jun-1999,Married,3,Agriculture,15,119.47,2,None,Bank_Transfer,Manicaland EEZ5587,3,2025-03-15,2025-04-02,2025-05-13,2026-03-28,2652.3,15.83,12,Monthly,Personal,Female,06-Feb-1994,Single,5,Mining,,737.78,4,Property,OneMoney,Harare NKJ6134,1,2025-11-21,2025-11-29,2026-01-04,2027-05-23,8201.29,91.85,18,Monthly,,Male,01-Apr-1974,Divorced,5,Education,78,297.06,2,Property,Cash,Masvingo GNL8515,4,2025-07-11,2025-07-19,2025-08-16,2027-01-10,1164.82,15.67,18,Monthly,Vehicle,Male,04-Sep-1975,Single,5,Agriculture,40,204.61,2,None,EcoCash,Mashonaland_Central UDB4012,5,2025-03-25,2025-03-29,2025-05-02,2025-06-27,141.59,172.64,3,Monthly,Personal,Male,09-Nov-1992,Single,1,Informal_Sector,44,150.64,2,None,Bank_Transfer,Midlands EUV8082,0,2025-12-29,2026-01-11,2026-02-11,2026-07-10,13460.3,16.97,6,Monthly,Funeral,Female,25-Mar-1961,Married,3,Telecom,75,1659.27,0,None,EcoCash,Mashonaland_West FKA1499,2,2025-08-19,2025-09-07,2025-10-14,2027-08-28,1793.3,89.4,24,Monthly,Farming_Inputs,Male,07-Nov-1995,Divorced,4,Informal_Sector,8,558.56,1,Property,EcoCash,Masvingo TDW1832,2,2026-01-15,2026-01-19,2026-02-25,2027-07-13,3066.38,87.34,18,Monthly,Working_Capital,Female,07-Aug-1982,Widowed,2,Transport,92,,3,Livestock,EcoCash,Bulawayo UYL3937,0,2026-02-20,2026-02-21,2026-04-01,2027-02-16,697.51,160.44,12,Monthly,Personal,Male,21-Nov-1982,Married,5,Education,19,240.38,3,Property,EcoCash,Manicaland WZQ9514,4,2025-03-10,2025-03-23,2025-05-02,2028-03-07,13934.96,14.97,36,Monthly,Equipment,Male,22-Jul-1961,Married,5,Government,169,386.92,1,Property,InnBucks,Masvingo YRA1133,2,2026-01-10,2026-01-12,2026-02-07,2028-01-02,3960.55,127.08,24,Monthly,Farming_Inputs,Male,12-Feb-1992,Married,4,Transport,144,845.79,1,Guarantor,EcoCash,Mashonaland_West AUE4212,1,2025-11-16,2025-11-21,2026-01-01,2026-11-16,9775.53,13.7,12,Monthly,Working_Capital,Female,12-Dec-1986,Married,4,Retail_Trade,38,414.71,7,Vehicle,Bank_Transfer,Masvingo AIO5707,1,2025-03-03,2025-03-16,2025-04-27,2028-02-29,5201.07,12.13,36,Monthly,Equipment,Female,12-Aug-1983,Widowed,4,Manufacturing,38,285.25,1,Property,EcoCash,Manicaland ANY3654,0,2025-12-04,2025-12-11,2026-01-13,2027-06-04,1545.61,138.27,18,Monthly,Working_Capital,Female,19-Sep-2003,Married,0,Informal_Sector,1,224.33,0,Vehicle,Bank_Transfer,Mashonaland_East CCJ1581,2,2025-09-27,2025-10-03,2025-10-28,2027-03-27,6350.55,16.47,18,Monthly,Farming_Inputs,Female,05-Sep-1992,,1,Education,30,518.58,5,Livestock,Cash,Mashonaland_Central RVJ5539,2,2025-05-10,2025-05-17,2025-06-18,2026-05-12,3366.84,77.64,12,Monthly,Farming_Inputs,Female,24-Apr-1984,Divorced,4,Retail_Trade,51,,2,None,EcoCash,Harare JQV8142,0,2025-12-17,2025-12-21,2026-01-26,2027-12-11,2776.75,17.6,24,Bi-Weekly,Equipment,Male,10-Mar-1963,Married,1,Transport,32,327.73,5,None,EcoCash,Mashonaland_West LKP7864,2,2025-11-03,2025-11-24,2025-12-28,2026-05-23,1828.2,123.8,6,Monthly,Equipment,Female,16-Oct-1970,Married,2,Agriculture,116,264.14,0,Property,OneMoney,Manicaland QYO2749,3,2025-02-11,2025-02-22,2025-03-24,2026-02-17,916.98,17.11,12,Monthly,Rent,Male,16-Nov-1964,Married,5,Informal_Sector,17,373.41,3,,Cash,Masvingo VTS0473,1,2025-03-21,2025-04-09,2025-05-15,2028-03-24,9043.74,125.02,36,Monthly,Equipment,Male,08-Mar-2001,Divorced,2,Government,16,553.97,2,Guarantor,InnBucks,Manicaland PGN4080,0,2025-03-18,2025-04-08,2025-05-22,2026-04-03,4045.81,143.63,12,Monthly,Working_Capital,Female,03-Jun-1988,Married,1,Retail_Trade,46,631.45,0,None,EcoCash,Harare BDC3366,3,2025-08-20,2025-09-07,2025-10-18,2027-03-01,745.36,11.98,18,Monthly,Rent,Female,19-Aug-1994,Married,5,Mining,31,558.25,5,None,EcoCash,Harare ZSZ5292,3,2025-10-17,2025-11-02,2025-11-28,2026-10-28,1087.04,17.87,12,Bi-Weekly,Debt_Consolidation,Male,16-Mar-1996,Married,0,Transport,75,379.78,5,Guarantor,Bank_Transfer,Mashonaland_Central RLE9918,3,2025-05-05,2025-05-24,2025-06-18,2027-05-14,935.59,14.49,24,Monthly,Personal,Female,11-Feb-1968,Married,5,,40,212.13,0,Guarantor,EcoCash,Manicaland EXF1515,2,2025-02-12,2025-02-24,2025-04-08,2026-08-18,10454.15,100.0,18,Monthly,Farming_Inputs,Female,14-Apr-1985,Married,3,Mining,,1158.2,2,,EcoCash,Harare UTE0139,0,2025-04-02,2025-04-17,2025-06-01,2025-10-14,1977.45,99.81,6,Monthly,Stock_Purchase,Female,07-Sep-1975,Widowed,4,Retail_Trade,176,376.14,1,None,EcoCash,Bulawayo OFR2518,4,2025-01-31,2025-02-11,2025-03-12,2026-02-06,2396.62,16.11,12,Bi-Weekly,Equipment,Female,11-Dec-1983,Married,1,Manufacturing,55,237.95,0,None,InnBucks,Matabeleland_South JJF2590,0,2025-04-25,2025-05-04,2025-06-10,2026-04-29,4072.26,103.77,12,Monthly,Vehicle,Male,18-Jul-1999,Single,2,Healthcare,,745.02,3,Savings,EcoCash,Masvingo LJL1360,2,2025-11-03,2025-11-09,2025-12-05,2026-11-04,4269.12,106.23,12,Monthly,Equipment,Male,23-Feb-1978,Single,4,Mining,55,634.32,1,Guarantor,Cash,Midlands CIC4708,4,2025-12-04,2025-12-12,2026-01-19,2028-11-26,3137.2,77.93,36,Monthly,Vehicle,Male,16-May-1978,Divorced,6,Informal_Sector,10,341.6,2,Savings,EcoCash,Harare BCA4110,2,2025-08-19,2025-09-03,2025-10-04,2026-05-31,5176.13,83.71,9,Monthly,Farming_Inputs,Female,07-Nov-1961,Married,3,Construction,89,355.27,0,Savings,Cash,Bulawayo YSR8537,3,2025-08-10,2025-08-29,2025-10-03,2027-08-19,1563.16,16.69,24,Monthly,Debt_Consolidation,Female,28-Jun-1997,Single,4,Government,87,463.18,3,None,Cash,Masvingo ESH9012,2,2026-01-27,2026-02-12,2026-03-20,2028-02-02,5269.29,15.7,24,Monthly,Farming_Inputs,Female,04-Apr-1977,Widowed,5,Transport,7,648.02,1,Guarantor,EcoCash,Mashonaland_East XQW1169,1,2025-05-10,2025-05-25,2025-06-23,2025-11-21,9447.76,131.65,6,Monthly,Working_Capital,Male,01-Jan-1995,Single,2,Finance,14,718.4,0,Vehicle,Cash,Midlands SIK2342,0,2025-11-29,2025-12-10,2026-01-08,2026-03-10,2573.89,18.51,3,Monthly,School_Fees,Female,27-Nov-1958,Married,3,Government,66,611.4,1,None,EcoCash,Masvingo EFQ6319,3,2025-02-19,2025-03-01,2025-03-28,2027-02-19,1550.72,16.3,24,Monthly,School_Fees,Male,07-Nov-1971,Married,2,Healthcare,41,,6,Guarantor,Cash,Mashonaland_Central XQE1526,1,2025-10-17,2025-10-30,2025-12-09,2027-10-20,8916.21,127.21,24,Monthly,Business_Expansion,Male,13-Mar-1965,Divorced,3,Telecom,49,1518.5,7,None,EcoCash,Harare AKR9099,2,2025-02-03,2025-02-12,2025-03-10,2026-08-06,6083.64,107.47,18,Monthly,Working_Capital,Male,25-Feb-2002,Single,,Transport,2,536.64,3,Guarantor,Bank_Transfer,Manicaland JAI3468,2,2026-02-14,2026-02-21,2026-03-21,2027-02-16,23558.88,117.08,12,Monthly,Livestock,Male,21-Oct-1991,,,Mining,93,1730.6,3,Guarantor,EcoCash,Harare WTY4270,0,2025-04-11,2025-04-26,2025-06-09,2025-07-25,6132.49,,3,Monthly,Funeral,Female,23-Aug-1958,Married,5,Mining,61,1787.72,1,Livestock,Bank_Transfer,Harare COV5080,0,2025-07-02,2025-07-21,2025-08-17,2027-07-11,1784.82,148.78,24,Monthly,Stock_Purchase,Female,24-Mar-1965,Married,3,Transport,84,859.27,1,Property,Bank_Transfer,Harare LMM1024,1,2025-07-03,2025-07-10,2025-08-21,2026-07-05,6591.34,13.79,12,Monthly,Working_Capital,Male,28-Oct-1973,Widowed,3,Retail_Trade,89,712.73,6,Property,EcoCash,Harare IGE2896,0,2025-06-03,2025-06-16,2025-07-11,2026-06-11,530.54,146.4,12,Bi-Weekly,Business_Expansion,Male,30-Jan-1993,Divorced,2,Informal_Sector,8,,2,None,Cash,Manicaland JBT5109,0,2026-01-22,2026-02-04,2026-03-16,2026-05-05,819.83,151.71,3,Weekly,School_Fees,Male,25-Jul-1978,Married,3,Manufacturing,48,586.63,1,Savings,EcoCash,Harare DST8276,2,2025-10-29,2025-11-13,2025-12-19,2027-05-07,18083.51,99.27,18,Monthly,Working_Capital,Female,11-Mar-1977,Married,7,Mining,40,1612.26,3,Guarantor,,Masvingo BQC4343,2,2026-02-18,2026-02-19,2026-04-03,2026-11-16,423.24,16.98,9,Monthly,Farming_Inputs,Female,08-Jul-1971,Single,2,Agriculture,100,131.12,7,Guarantor,Bank_Transfer,Midlands FKR4884,2,2025-06-25,2025-07-14,2025-08-12,2026-07-09,5468.44,10.08,12,Monthly,Farming_Inputs,Male,29-Jan-1993,Divorced,2,NGO,54,1279.64,0,Livestock,OneMoney,Midlands EEZ9582,0,2025-10-26,2025-10-30,2025-11-28,2026-10-25,3612.67,88.48,12,Monthly,School_Fees,Male,06-Mar-1995,Married,2,Government,73,838.78,3,Vehicle,EcoCash,Mashonaland_West KEM7815,1,2026-01-10,2026-01-21,2026-03-02,2029-01-05,3362.99,13.29,36,Monthly,Stock_Purchase,Female,12-Dec-1990,Single,2,Healthcare,68,437.21,6,None,EcoCash,Manicaland ZIC4531,2,2025-09-26,2025-09-27,2025-11-03,2027-03-21,3446.88,80.62,18,Monthly,Working_Capital,Male,08-Oct-2002,Single,0,Informal_Sector,15,245.41,1,Property,EcoCash,Mashonaland_West TXY3351,5,2025-10-28,2025-11-12,2025-12-16,2026-02-10,769.49,21.3,3,Weekly,Personal,Male,09-Sep-1984,Divorced,4,,165,470.85,3,Savings,EcoCash,Midlands SVT4843,0,2025-06-08,2025-06-25,2025-07-28,2026-06-20,4132.91,119.15,12,Monthly,Livestock,Male,05-Jul-1989,Divorced,,NGO,48,712.81,3,Vehicle,Bank_Transfer,Harare MCY8318,3,2025-06-16,2025-07-04,2025-08-02,2026-06-29,886.96,17.56,12,Monthly,Rent,Female,21-Nov-1991,Married,4,Retail_Trade,35,382.72,3,Guarantor,EcoCash,Masvingo ZHD5694,2,2026-01-28,2026-02-15,2026-03-18,2028-02-05,975.81,95.06,24,Monthly,Farming_Inputs,Male,14-Mar-1993,Divorced,,Agriculture,72,69.91,4,Property,EcoCash,Mashonaland_West EYL3435,0,2025-02-11,2025-02-26,2025-04-10,2025-08-25,1922.4,17.67,6,Monthly,School_Fees,Female,22-Aug-1966,Married,2,Finance,52,1069.63,1,None,InnBucks,Harare FAK8590,0,2025-03-07,2025-03-09,2025-04-13,2027-02-27,2788.38,141.46,24,Bi-Weekly,Working_Capital,Male,09-Nov-1970,Married,2,Retail_Trade,29,499.73,2,None,Cash,Manicaland MMA6648,1,2025-02-05,2025-02-10,2025-03-07,2026-02-05,1712.52,125.19,12,Monthly,Working_Capital,Male,14-Oct-2002,Single,1,Agriculture,24,96.79,1,,Bank_Transfer,Manicaland ZXU7819,0,2025-10-11,2025-10-30,2025-12-05,2026-10-25,371.44,171.96,12,Monthly,Stock_Purchase,Male,24-May-1983,Married,,Agriculture,67,82.32,1,,EcoCash,Harare TXT5173,0,2025-05-20,2025-05-29,2025-07-12,2026-05-24,622.76,96.9,12,Monthly,Personal,Male,18-Jan-1972,Married,5,Agriculture,86,215.62,4,None,EcoCash,Mashonaland_West NOW6615,2,2025-06-05,2025-06-13,2025-07-22,2027-06-03,3832.84,99.59,24,Bi-Weekly,Farming_Inputs,Female,05-Apr-1966,Married,5,Government,82,535.03,1,Guarantor,Cash,Harare NCZ7758,0,2025-08-01,2025-08-21,2025-09-28,2027-08-11,304.7,81.84,24,Monthly,Funeral,Male,26-Dec-1973,Single,3,Informal_Sector,19,99.69,0,,EcoCash,Mashonaland_West REI3094,0,2025-02-07,2025-02-14,2025-03-25,2025-08-13,2431.92,131.43,6,Monthly,Stock_Purchase,Female,04-Aug-1998,Single,,Government,41,791.2,1,Guarantor,Bank_Transfer,Harare GKU4570,5,2025-05-29,2025-06-18,2025-07-14,2025-07-18,113.66,186.7,1,Weekly,Personal,Male,18-Jul-1958,Single,3,Agriculture,92,140.15,2,None,Cash,Matabeleland_South QPM4563,1,2025-05-06,2025-05-26,2025-07-01,2026-11-17,12735.41,131.99,18,Monthly,Equipment,Male,01-Jul-1973,Married,1,,122,711.71,5,Guarantor,Bank_Transfer,Bulawayo LIF0935,0,2025-02-25,2025-03-08,2025-04-05,2026-08-30,2255.35,89.25,18,Bi-Weekly,School_Fees,Male,15-Jun-1980,Married,4,Education,40,429.09,2,None,Cash,Harare QFT7638,5,2025-08-22,2025-08-25,2025-09-19,2025-09-24,1336.29,153.46,1,Weekly,Rent,Male,21-Dec-1983,Married,3,NGO,56,700.54,1,Vehicle,EcoCash,Harare LDD7909,1,2025-08-10,2025-08-11,2025-09-11,2026-02-07,2127.97,12.27,6,Monthly,Stock_Purchase,Male,02-Aug-1981,Single,1,Agriculture,44,106.4,3,Livestock,Bank_Transfer,Mashonaland_West PMD6356,1,2025-03-10,2025-03-20,2025-04-15,2026-09-11,3964.55,128.33,18,Bi-Weekly,Equipment,Female,03-Apr-1980,Married,5,Agriculture,34,219.13,2,Guarantor,EcoCash,Harare XSM2533,0,2025-08-14,2025-08-26,2025-10-04,2026-08-21,9783.94,17.1,12,Monthly,Stock_Purchase,Male,25-Jan-1980,Widowed,3,Finance,14,1848.81,0,None,EcoCash,Mashonaland_East ZAA9704,1,2026-02-09,2026-02-23,2026-04-05,2027-02-18,1664.67,135.08,12,Monthly,Business_Expansion,Male,02-Sep-1976,Married,6,Informal_Sector,44,174.84,0,Savings,EcoCash,Mashonaland_East PKQ6825,0,2025-01-21,2025-01-22,2025-02-24,2025-07-21,5281.36,16.96,6,Monthly,Stock_Purchase,Male,07-Dec-1988,Married,2,Education,79,582.93,3,Guarantor,Bank_Transfer,Mashonaland_East WAJ3293,1,2025-10-19,2025-11-09,2025-12-20,2026-11-04,16747.65,147.35,12,Monthly,Equipment,Female,10-Jul-1995,Married,5,Transport,35,655.58,0,Vehicle,Bank_Transfer,Harare FJC4376,1,2025-02-11,2025-02-23,2025-04-09,2026-02-18,3681.41,90.51,12,Monthly,Equipment,Male,10-Jul-1989,Single,4,,129,390.92,1,Livestock,EcoCash,Harare WOD5328,2,2025-12-30,2026-01-12,2026-02-06,2026-10-09,2537.92,98.52,9,Monthly,Farming_Inputs,Male,03-Feb-1982,Divorced,3,Healthcare,43,696.58,4,Livestock,Bank_Transfer,Bulawayo OOV7630,3,2025-02-18,2025-03-09,2025-04-09,2026-03-04,3327.23,12.6,12,Monthly,School_Fees,Male,09-Mar-1991,Married,2,NGO,74,1383.75,2,Guarantor,Bank_Transfer,Harare JLE0045,2,2026-01-14,2026-02-02,2026-03-06,2026-10-30,1747.88,106.93,9,Bi-Weekly,Farming_Inputs,Male,17-Jul-1971,Married,5,Agriculture,77,194.44,3,Vehicle,Cash,Harare TRT6193,2,2025-06-05,2025-06-16,2025-07-28,2026-06-11,1638.92,67.76,12,Monthly,Working_Capital,Male,04-Feb-2003,Single,0,Transport,8,306.63,0,Livestock,EcoCash,Mashonaland_West WRI6749,2,2025-10-06,2025-10-07,2025-11-13,2027-09-27,9586.25,76.87,24,Monthly,Farming_Inputs,Male,25-Jan-2001,Divorced,,Education,30,854.74,1,None,Cash,Midlands SKX1054,2,2025-10-01,2025-10-21,2025-11-27,2026-04-19,4419.02,96.69,6,Weekly,Working_Capital,Male,22-Aug-1998,Single,3,Government,78,703.52,2,Livestock,Cash,Bulawayo WOT9749,1,2025-12-07,2025-12-26,2026-01-21,2026-12-21,11572.11,111.55,12,Monthly,Working_Capital,Female,14-Dec-2004,Single,,Government,,652.73,3,Livestock,OneMoney,Midlands LUO0920,0,2025-12-19,2025-12-21,2026-01-21,2026-12-16,7991.12,139.7,12,Bi-Weekly,Wedding,Female,10-Oct-1977,Married,4,Manufacturing,74,899.97,5,None,EcoCash,Mashonaland_West FED9755,3,2025-06-25,2025-06-27,2025-08-09,2026-06-22,2457.3,16.12,12,Monthly,Rent,Male,03-Jul-1986,Widowed,3,Transport,26,953.97,0,,InnBucks,Harare KSC2280,1,2025-01-12,2025-01-24,2025-03-04,2025-07-23,3575.57,136.21,6,Monthly,Business_Expansion,Male,04-Mar-1968,Divorced,5,Agriculture,101,221.12,0,Guarantor,InnBucks,Matabeleland_North SVJ6815,5,2025-02-05,2025-02-06,2025-03-10,2025-05-07,722.84,196.57,3,Monthly,Rent,Male,26-Jan-1978,Divorced,2,Transport,42,597.94,0,None,EcoCash,Masvingo NGF1992,3,2024-12-21,2025-01-03,2025-02-07,2025-12-29,1170.66,18.61,12,Monthly,Debt_Consolidation,Male,24-Jun-1996,Married,4,Government,53,,3,None,EcoCash,Mashonaland_West PZX7839,0,2025-10-21,2025-11-08,2025-12-06,2026-11-03,3642.58,114.31,12,Monthly,School_Fees,Male,20-Aug-1992,Divorced,3,NGO,107,1249.62,0,None,EcoCash,Mashonaland_West FQJ6322,0,2025-07-01,2025-07-10,2025-08-14,2027-06-30,2902.5,108.95,24,Monthly,Farming_Inputs,Male,17-Dec-1999,,2,Retail_Trade,26,526.29,3,Guarantor,EcoCash,Harare JNH8656,0,2025-09-11,2025-09-24,2025-11-07,2026-03-23,2792.91,157.04,6,Monthly,School_Fees,Female,06-Nov-1986,Married,1,Finance,160,1440.39,0,Livestock,EcoCash,Harare UEK6875,1,2026-01-06,2026-01-26,2026-02-20,2028-01-16,44326.91,99.8,24,Monthly,Business_Expansion,Male,25-Feb-1987,Married,2,Finance,80,2268.82,0,Property,InnBucks,Masvingo FVT7847,3,2025-07-29,2025-08-12,2025-09-09,2027-02-03,591.85,15.26,18,Monthly,Debt_Consolidation,Female,24-Jan-1981,Divorced,3,Agriculture,66,137.44,1,None,EcoCash,Bulawayo VYM9686,1,2025-12-11,2025-12-25,2026-01-28,2026-12-20,3556.0,16.14,12,Monthly,Business_Expansion,Female,31-Jul-1986,Married,6,Agriculture,,173.99,2,Guarantor,EcoCash,Harare HUZ5652,1,2026-01-04,2026-01-07,2026-02-01,2027-01-02,14566.47,15.15,12,Monthly,Business_Expansion,Male,19-Feb-1997,Single,,Retail_Trade,11,489.36,0,None,OneMoney,Matabeleland_South UGP0737,2,2025-05-14,2025-05-18,2025-06-23,2027-05-08,2479.16,127.48,24,Monthly,Livestock,Female,23-Feb-1998,Married,,Government,47,752.32,4,Vehicle,Bank_Transfer,Midlands PML3266,1,2025-02-23,2025-03-07,2025-04-17,2025-09-03,5398.09,114.91,6,Weekly,Business_Expansion,Female,26-Jan-1983,Married,3,Mining,97,1341.81,1,Property,OneMoney,Midlands SLY8923,1,2026-01-27,2026-01-29,2026-03-09,2028-01-19,16440.34,119.83,24,Monthly,Business_Expansion,Female,11-Aug-1997,Married,1,Finance,43,873.43,5,Guarantor,Bank_Transfer,Harare QBQ3841,0,2025-07-14,2025-07-24,2025-08-25,2026-07-19,2621.62,173.43,12,Weekly,Medical,Female,05-Mar-1970,Married,4,Construction,13,630.82,1,None,Cash,Harare DRH0163,3,2025-10-02,2025-10-11,2025-11-06,2026-10-06,1221.89,15.53,12,Monthly,Personal,Male,15-Oct-1968,Married,4,Agriculture,30,229.94,3,None,InnBucks,Mashonaland_West NDQ9001,0,2025-04-23,2025-05-11,2025-06-22,2026-05-06,1320.23,166.76,12,Monthly,Farming_Inputs,Female,15-Sep-1980,Married,5,Manufacturing,,194.1,3,None,Bank_Transfer,Mashonaland_West DVM2517,1,2025-01-10,2025-01-25,2025-02-26,2026-01-20,2359.72,14.13,12,Monthly,Working_Capital,Male,28-Feb-1996,Married,1,Retail_Trade,97,127.19,3,Savings,EcoCash,Matabeleland_South LDX6766,2,2025-07-26,2025-08-04,2025-08-28,2026-07-30,7775.21,12.55,12,Monthly,Farming_Inputs,Male,03-Dec-1981,Married,5,Healthcare,35,714.49,0,Guarantor,EcoCash,Bulawayo ETF3376,0,2025-07-03,2025-07-18,2025-08-26,2027-07-08,5789.91,15.47,24,Monthly,Business_Expansion,Male,20-Sep-1971,Widowed,2,Finance,110,1024.75,1,None,EcoCash,Harare PPV8379,0,2025-08-22,2025-08-25,2025-10-09,2026-02-21,1119.63,143.99,6,Monthly,Debt_Consolidation,Male,23-Dec-1995,Single,,Retail_Trade,26,236.05,1,Guarantor,EcoCash,Manicaland GWG6827,3,2025-12-15,2025-12-21,2026-01-21,2026-12-16,1875.7,88.08,12,Monthly,Debt_Consolidation,Female,17-Oct-1994,Single,2,Government,56,892.95,4,None,EcoCash,Midlands QPP6524,3,2025-04-27,2025-05-18,2025-06-27,2025-11-14,915.29,16.07,6,Monthly,,Female,02-Jul-1982,Single,5,Informal_Sector,19,484.5,4,Savings,Bank_Transfer,Mashonaland_Central ZMG3395,0,2025-01-20,2025-01-31,2025-03-16,2026-01-26,390.15,14.7,12,Bi-Weekly,Personal,Female,21-Jun-1965,Married,3,Informal_Sector,22,287.61,1,Property,Bank_Transfer,Mashonaland_Central RYA6828,1,2025-09-10,2025-09-23,2025-11-05,2026-03-22,4629.83,97.42,6,Monthly,Business_Expansion,Male,30-Jun-1967,Married,1,Agriculture,92,,3,Livestock,InnBucks,Matabeleland_North TLJ4903,0,2025-11-07,2025-11-13,2025-12-21,2026-05-12,1707.11,16.18,6,Monthly,Livestock,Female,09-Apr-1999,Single,6,,7,255.56,1,None,Cash,Manicaland QSJ8380,2,2025-10-14,2025-10-21,2025-11-15,2027-04-14,2244.8,13.85,18,Monthly,Farming_Inputs,Male,13-Jun-2007,Married,0,Telecom,7,444.41,4,,Bank_Transfer,Midlands HVA7599,1,2026-01-21,2026-02-08,2026-03-19,2027-02-03,11005.74,121.79,12,Monthly,Working_Capital,Male,04-Sep-1964,Married,4,Retail_Trade,57,823.42,2,,Bank_Transfer,Mashonaland_West INA3184,0,2025-01-03,2025-01-04,2025-02-11,2025-07-03,689.53,16.62,6,Monthly,Medical,Female,03-Feb-1992,Married,4,Agriculture,118,207.21,4,Vehicle,EcoCash,Manicaland LIC9006,1,2025-08-30,2025-09-09,2025-10-10,2026-09-04,10517.34,14.9,12,Monthly,Equipment,Male,14-Mar-1982,Divorced,1,Construction,26,661.15,0,Guarantor,OneMoney,Mashonaland_West CRX5646,2,2025-10-19,2025-11-01,2025-12-16,2026-10-27,18471.74,,12,Monthly,Farming_Inputs,Male,06-Feb-1994,Divorced,2,Finance,117,2533.69,2,Livestock,EcoCash,Manicaland CJR7973,1,2025-07-30,2025-08-09,2025-09-19,2027-07-30,10283.09,126.77,24,Monthly,,Female,08-Aug-1966,Married,4,Retail_Trade,43,,0,Livestock,EcoCash,Manicaland SIX4048,3,2025-09-23,2025-10-01,2025-10-28,2026-03-30,12356.05,14.75,6,Monthly,School_Fees,Male,25-Feb-1995,Married,0,Telecom,77,2268.46,8,None,EcoCash,Harare HIJ7224,1,2025-10-28,2025-11-18,2026-01-02,2027-11-08,4915.04,102.38,24,Monthly,Stock_Purchase,Female,13-Apr-1994,Married,3,Healthcare,13,445.13,3,Livestock,Bank_Transfer,Mashonaland_Central IDF6143,5,2025-06-10,2025-06-18,2025-07-13,2025-07-18,449.61,160.02,1,Monthly,Medical,Female,21-Jul-1986,Married,3,Retail_Trade,101,344.29,4,Savings,OneMoney,Bulawayo LHA4851,0,2025-07-12,2025-07-21,2025-08-28,2025-10-19,2531.26,149.22,3,Monthly,Medical,Female,02-Aug-1994,Married,6,NGO,63,537.78,2,Guarantor,Bank_Transfer,Bulawayo DUP1250,0,2025-10-26,2025-11-08,2025-12-05,2027-05-02,2768.61,15.8,18,Monthly,Home_Improvement,Male,19-Mar-1968,Married,6,Healthcare,80,594.67,1,Property,EcoCash,Harare ETW3839,2,2025-11-21,2025-11-28,2026-01-06,2026-08-25,2938.37,131.13,9,Monthly,Farming_Inputs,Male,24-Nov-1965,Married,4,Construction,127,273.58,2,Livestock,EcoCash,Mashonaland_Central TOS2521,3,2025-10-30,2025-11-11,2025-12-13,2027-11-01,1255.44,15.51,24,Monthly,Debt_Consolidation,Female,08-May-1993,Divorced,1,Retail_Trade,155,497.34,3,None,Cash,Harare TXU5196,2,2025-08-08,2025-08-29,2025-10-08,2027-02-20,3237.16,78.35,18,Monthly,Working_Capital,Male,06-Aug-1996,Single,3,Retail_Trade,74,270.07,1,Guarantor,Cash,Midlands UTN9806,3,2025-08-26,2025-09-05,2025-10-09,2027-08-26,2359.65,15.42,24,Monthly,Debt_Consolidation,Female,12-Apr-1981,Married,3,,43,637.15,5,Guarantor,Bank_Transfer,Harare UPT6736,0,2025-11-30,2025-12-14,2026-01-27,2026-12-09,4598.71,129.58,12,Monthly,Home_Improvement,Female,05-Jun-1968,Divorced,3,NGO,,695.12,0,Guarantor,Bank_Transfer,Mashonaland_West QLO4437,1,2025-04-19,2025-04-28,2025-06-03,2026-04-23,8741.65,15.38,12,Monthly,Equipment,Male,18-Mar-1970,Divorced,3,Informal_Sector,33,484.63,0,Vehicle,Bank_Transfer,Manicaland FDB4146,5,2025-02-24,2025-03-06,2025-04-18,2025-06-04,205.14,148.08,3,Monthly,Medical,Female,26-Feb-1981,Married,1,Agriculture,106,,4,Livestock,EcoCash,Harare CJN3294,2,2025-01-08,2025-01-17,2025-02-11,2026-07-11,2390.78,104.7,18,Monthly,Working_Capital,Male,22-Jan-1981,Single,,Manufacturing,73,357.95,2,Livestock,Bank_Transfer,Manicaland IGX8925,0,2025-01-18,2025-01-22,2025-02-27,2025-07-21,6178.78,120.44,6,Bi-Weekly,,Male,16-Dec-1961,Single,,Telecom,80,1324.31,1,None,Cash,Midlands BRN1292,3,2025-11-16,2025-11-26,2025-12-27,2027-11-16,581.36,14.99,24,Bi-Weekly,School_Fees,Male,10-Jun-1969,Married,5,Agriculture,83,182.05,5,Guarantor,Bank_Transfer,Mashonaland_Central JVG5455,1,2025-06-19,2025-06-25,2025-07-23,2026-06-20,9101.45,13.64,12,Weekly,Stock_Purchase,Male,08-Mar-2008,Single,0,Healthcare,1,704.71,2,Property,EcoCash,Matabeleland_South OWV0422,1,2025-06-18,2025-06-19,2025-07-24,2026-12-11,16600.24,15.09,18,Bi-Weekly,Stock_Purchase,Female,11-Jan-1986,Married,,NGO,48,1181.55,2,Property,EcoCash,Mashonaland_West EUF5580,0,2025-06-21,2025-07-11,2025-08-06,2025-10-09,2803.19,169.17,3,Monthly,Debt_Consolidation,Male,29-Jul-1995,Single,0,,25,643.65,0,None,Cash,Manicaland WVI2357,5,2026-01-21,2026-01-23,2026-02-28,2026-03-24,1160.23,165.38,2,Monthly,Rent,Female,21-Jan-2003,Single,1,Mining,33,1098.23,0,Guarantor,Bank_Transfer,Midlands GMI3091,0,2025-11-24,2025-11-27,2026-01-03,2027-05-21,2340.51,15.2,18,Weekly,School_Fees,Male,26-Jan-1967,Widowed,7,Retail_Trade,77,932.33,2,Savings,EcoCash,Harare OKX7088,4,2026-01-06,2026-01-14,2026-02-20,2027-07-08,21830.53,20.57,18,Monthly,Equipment,Female,11-Nov-1980,Married,2,Government,85,604.96,0,Property,Cash,Mashonaland_West FHX3427,3,2025-12-03,2025-12-10,2026-01-24,2027-06-03,3475.36,14.61,18,Bi-Weekly,Personal,Male,18-Mar-1989,Married,1,Manufacturing,36,686.86,2,None,Cash,Midlands IUX3518,1,2025-03-12,2025-03-15,2025-04-12,2025-09-11,1168.33,105.65,6,Monthly,Stock_Purchase,Female,22-Jul-1969,Widowed,6,Transport,138,221.9,0,Guarantor,OneMoney,Midlands XHT2960,0,2025-10-26,2025-10-31,2025-12-10,2026-01-29,5354.66,18.81,3,Monthly,School_Fees,Male,30-Jul-1997,Single,4,Retail_Trade,50,589.13,4,Guarantor,Bank_Transfer,Masvingo BFO4768,0,2025-01-24,2025-02-09,2025-03-26,2026-08-03,1069.62,17.16,18,Monthly,Stock_Purchase,Female,18-Dec-1964,Divorced,2,Education,117,538.75,1,Savings,Bank_Transfer,Manicaland QCZ2397,1,2025-08-06,2025-08-13,2025-09-21,2026-02-09,5701.1,92.49,6,Monthly,Working_Capital,Female,26-Jan-1993,Married,3,Retail_Trade,36,587.1,2,Livestock,OneMoney,Mashonaland_Central HUY9240,3,2025-02-20,2025-03-08,2025-04-14,2026-08-30,1108.21,17.12,18,Monthly,Personal,Female,10-Aug-1980,Divorced,3,Government,217,,2,Savings,EcoCash,Matabeleland_South RUG7309,1,2025-01-01,2025-01-02,2025-02-15,2027-12-18,9202.71,11.67,36,Monthly,Working_Capital,Male,01-Nov-1995,Married,6,Transport,29,403.75,1,Property,Bank_Transfer,Harare VMV0997,1,2026-02-10,2026-02-28,2026-03-28,2027-08-22,8062.9,14.64,18,Monthly,Business_Expansion,Male,10-Jun-2002,Single,0,Retail_Trade,22,300.07,2,Property,EcoCash,Mashonaland_West ADM0827,2,2024-12-31,2025-01-10,2025-02-21,2026-12-31,12385.83,90.48,24,Monthly,Livestock,Male,28-Mar-1983,Married,7,,96,862.43,0,None,EcoCash,Midlands ODT3808,2,2025-09-19,2025-09-20,2025-10-20,2026-09-15,7450.48,133.42,12,Monthly,Farming_Inputs,Female,27-Feb-1983,Divorced,3,Retail_Trade,77,547.56,5,Property,Bank_Transfer,Harare CDQ3303,1,2025-10-06,2025-10-27,2025-12-02,2027-04-20,10706.67,12.34,18,Monthly,Business_Expansion,Female,30-Nov-1983,Married,3,Healthcare,48,,4,Savings,Bank_Transfer,Harare GQT5475,1,2025-10-12,2025-10-23,2025-12-05,2026-10-18,4068.73,111.23,12,Bi-Weekly,Business_Expansion,Male,14-Sep-1982,Divorced,2,Transport,110,406.31,0,None,Bank_Transfer,Harare MAQ3766,3,2025-02-16,2025-02-21,2025-03-21,2027-02-11,2117.31,16.64,24,Monthly,Medical,Male,15-Feb-1983,Married,2,Government,,634.23,2,None,EcoCash,Harare QJS1732,4,2025-09-07,2025-09-23,2025-10-22,2029-09-02,7855.61,14.78,48,Monthly,Equipment,Male,11-Aug-1993,Married,4,Informal_Sector,40,303.95,0,Vehicle,Bank_Transfer,Harare INZ3983,0,2025-09-14,2025-09-28,2025-10-28,2026-09-23,1292.41,115.47,12,Weekly,Vehicle,Male,30-Dec-1990,Married,2,Education,36,514.99,0,Guarantor,Bank_Transfer,Bulawayo QGT0911,3,2025-02-02,2025-02-22,2025-04-01,2026-02-17,1636.04,92.84,12,Bi-Weekly,School_Fees,Male,27-Jun-1986,Single,4,Informal_Sector,,489.92,4,None,EcoCash,Harare VKB0890,0,2025-08-26,2025-09-04,2025-10-01,2026-08-30,2140.93,155.53,12,Monthly,Farming_Inputs,Female,21-Mar-1984,Divorced,3,,,,2,Guarantor,Bank_Transfer,Bulawayo ZIX4904,5,2025-09-08,2025-09-27,2025-10-22,2025-10-27,114.1,127.24,1,Bi-Weekly,Funeral,Female,09-Oct-1970,Married,4,Agriculture,82,84.32,0,Vehicle,Cash,Matabeleland_South WNB7111,0,2025-02-07,2025-02-13,2025-03-28,2026-08-07,683.28,16.35,18,Weekly,Working_Capital,Male,23-Apr-1996,Married,5,Agriculture,37,138.9,1,None,EcoCash,Manicaland QVL5835,1,2026-02-05,2026-02-22,2026-03-20,2028-02-12,3948.88,12.71,24,Monthly,Business_Expansion,Male,16-Aug-1967,Married,6,Agriculture,57,251.01,1,Vehicle,Cash,Matabeleland_South OVN3723,2,2025-05-14,2025-05-25,2025-06-28,2026-02-19,2944.99,95.41,9,Monthly,,Male,05-Mar-1987,Married,2,Agriculture,45,424.79,1,Guarantor,EcoCash,Mashonaland_West ZHH4408,1,2025-11-24,2025-12-12,2026-01-22,2027-06-05,16243.89,13.29,18,Monthly,Business_Expansion,Female,18-Oct-1987,Married,2,Manufacturing,32,747.36,2,Guarantor,EcoCash,Midlands AGR0025,3,2025-08-10,2025-08-16,2025-09-28,2026-08-11,2015.39,15.67,12,Monthly,Medical,Female,21-Oct-1965,Divorced,5,Healthcare,40,495.74,2,Guarantor,EcoCash,Midlands XBP6656,1,2025-01-31,2025-02-04,2025-03-07,2026-01-30,4367.66,15.51,12,Bi-Weekly,Business_Expansion,Female,18-Aug-1985,Married,,Construction,106,250.93,1,Guarantor,InnBucks,Manicaland XZV8150,3,2025-06-30,2025-07-11,2025-08-22,2027-07-01,1306.45,18.64,24,Monthly,School_Fees,Male,23-Apr-1997,Married,,Manufacturing,87,435.19,0,Guarantor,,Mashonaland_West LHG6661,0,2025-05-07,2025-05-20,2025-06-19,2025-11-16,2214.34,14.89,6,Monthly,Livestock,Male,08-Jul-1977,Divorced,1,Healthcare,76,917.27,6,Savings,Cash,Mashonaland_West PMC6232,0,2025-08-21,2025-09-09,2025-10-13,2026-03-08,2131.73,,6,Weekly,Business_Expansion,Male,29-Dec-1965,Married,3,,79,237.41,0,None,EcoCash,Matabeleland_South FIF4321,0,2025-09-24,2025-10-02,2025-11-08,2026-03-31,1852.9,120.1,6,Monthly,Vehicle,Male,10-Mar-1995,Married,1,Transport,89,656.09,2,None,Cash,Manicaland ODY3807,0,2025-04-21,2025-05-06,2025-06-10,2025-08-04,4769.0,15.49,3,Monthly,Personal,Male,09-Dec-2007,Single,0,Finance,3,848.2,2,None,EcoCash,Manicaland RXP3675,0,2025-11-04,2025-11-13,2025-12-15,2027-11-03,1272.39,152.84,24,Monthly,Business_Expansion,Female,13-Apr-1996,Married,3,Agriculture,36,200.84,0,Savings,EcoCash,Harare WDE8034,5,2026-02-22,2026-02-24,2026-03-28,2026-05-25,1926.95,128.66,3,Monthly,Rent,Female,14-Nov-1990,Married,0,Manufacturing,73,940.78,4,Vehicle,InnBucks,Bulawayo DXW0967,2,2025-12-16,2026-01-05,2026-02-14,2027-12-26,6039.21,92.58,24,Monthly,Farming_Inputs,Female,28-Nov-1983,,4,Education,32,366.89,0,Guarantor,InnBucks,Manicaland TEB1181,5,2025-12-22,2026-01-02,2026-02-04,2026-07-01,230.82,135.73,6,Weekly,Rent,Female,27-May-1972,Single,2,Agriculture,111,183.56,2,Savings,Cash,Manicaland GRC8180,1,2025-09-16,2025-09-29,2025-11-01,2027-03-23,11973.59,126.95,18,Weekly,Business_Expansion,Male,23-May-1960,Married,1,Mining,53,920.68,1,Property,Cash,Harare MYP5419,2,2025-03-08,2025-03-22,2025-04-24,2026-03-17,2083.83,109.11,12,Monthly,Farming_Inputs,Female,20-Sep-1990,,1,Telecom,63,,2,Savings,InnBucks,Bulawayo DEH8750,2,2025-03-11,2025-04-01,2025-04-28,2027-03-22,9220.06,98.36,24,Weekly,Livestock,Male,07-Feb-1997,Married,4,Retail_Trade,79,502.06,2,None,Cash,Harare XDN9367,1,2025-11-07,2025-11-09,2025-12-14,2027-05-03,2162.05,12.25,18,Monthly,Business_Expansion,Male,04-Nov-1963,Divorced,4,,20,93.39,3,None,EcoCash,Bulawayo LCB1865,2,2025-08-30,2025-09-14,2025-10-13,2027-09-04,4815.02,10.89,24,Monthly,Equipment,Male,29-Nov-1984,Married,2,Government,,338.64,1,Savings,EcoCash,Bulawayo NTT5170,0,2024-12-26,2025-01-11,2025-02-18,2027-01-01,1071.41,137.14,24,Monthly,Home_Improvement,Male,07-Aug-1991,Married,4,Informal_Sector,2,271.99,1,Guarantor,Cash,Midlands SOQ1632,2,2026-01-31,2026-02-03,2026-03-03,2027-07-28,314.02,84.83,18,Monthly,Working_Capital,Male,10-Jan-1985,Married,2,Agriculture,89,79.85,1,Livestock,InnBucks,Mashonaland_West YUH9692,0,2025-09-21,2025-10-03,2025-11-06,2026-09-28,2257.11,104.48,12,Monthly,Equipment,Male,20-Aug-1968,Married,4,Government,120,834.74,5,None,InnBucks,Mashonaland_West JYD2074,0,2025-05-07,2025-05-24,2025-06-19,2026-11-15,3010.79,142.94,18,Monthly,Business_Expansion,Female,14-Dec-1992,Married,2,Retail_Trade,67,,0,Vehicle,EcoCash,Harare QQG2862,2,2025-09-07,2025-09-19,2025-10-15,2027-03-13,864.27,63.1,18,Monthly,Working_Capital,Male,03-May-1976,Divorced,4,Manufacturing,69,254.25,3,,EcoCash,Matabeleland_South CXM1623,4,2025-06-29,2025-06-30,2025-07-27,2029-06-09,6715.51,19.55,48,Monthly,Vehicle,Female,21-Jan-1998,Single,,Education,34,346.07,0,Vehicle,InnBucks,Mashonaland_East FUJ9930,2,2025-01-04,2025-01-17,2025-03-01,2026-01-12,12416.49,94.32,12,Weekly,Livestock,Male,12-Sep-1997,Divorced,,Telecom,54,864.45,2,Guarantor,Bank_Transfer,Harare CNB6992,0,2025-02-23,2025-03-09,2025-04-14,2025-09-05,4573.21,143.44,6,Monthly,Stock_Purchase,Male,13-May-1964,Divorced,3,Finance,35,2029.8,1,None,EcoCash,Harare ZVR3165,5,2025-01-21,2025-02-07,2025-03-06,2025-05-08,999.45,133.37,3,Weekly,Funeral,Female,10-Mar-1969,Married,4,Manufacturing,63,885.35,3,None,InnBucks,Harare VIG3338,1,2025-02-21,2025-03-07,2025-04-10,2027-02-25,1073.86,12.5,24,Weekly,Equipment,Female,27-May-2004,Single,1,Informal_Sector,5,105.99,0,None,InnBucks,Harare ECX6390,0,2025-05-04,2025-05-19,2025-06-23,2025-11-15,1602.46,15.9,6,Monthly,Business_Expansion,Male,15-Oct-1979,Married,3,Manufacturing,54,242.29,1,None,OneMoney,Manicaland CVZ4208,0,2025-09-13,2025-10-02,2025-11-06,2026-03-31,1252.69,13.92,6,Monthly,Business_Expansion,Male,07-Feb-1973,Married,5,Agriculture,110,,3,Savings,EcoCash,Mashonaland_East NYS5963,2,2025-05-29,2025-06-10,2025-07-14,2025-12-07,9469.6,129.57,6,Bi-Weekly,Livestock,Female,05-Mar-1978,Divorced,,Finance,60,960.01,6,,Cash,Bulawayo QYV6805,2,2025-08-30,2025-09-01,2025-10-10,2026-08-27,1376.51,101.25,12,Monthly,Farming_Inputs,Female,24-Jul-2000,Divorced,3,,20,97.72,2,Vehicle,EcoCash,Manicaland RPM1362,1,2025-11-07,2025-11-25,2025-12-26,2028-11-09,2624.24,116.09,36,Monthly,,,11-Oct-1986,Married,5,Agriculture,37,171.76,4,Guarantor,Cash,Manicaland HZT5933,1,2025-04-09,2025-04-17,2025-05-28,2028-04-01,4888.19,14.98,36,Monthly,Business_Expansion,Male,19-May-1967,Married,0,Agriculture,105,253.92,4,Savings,Cash,Manicaland HAB9073,0,2025-02-07,2025-02-13,2025-03-17,2026-02-08,2318.29,76.06,12,Monthly,,Male,20-Aug-1973,Married,3,Informal_Sector,12,557.73,0,None,Bank_Transfer,Harare UMP0408,0,2025-05-08,2025-05-14,2025-06-12,2025-08-12,4154.1,13.44,3,Weekly,Personal,Male,23-Aug-1996,Married,2,NGO,,,0,Livestock,InnBucks,Harare LDP7953,3,2025-07-23,2025-07-26,2025-08-23,2026-07-21,5051.58,13.68,12,Monthly,,Male,17-May-1971,Married,2,NGO,106,1654.08,6,None,InnBucks,Masvingo HJO5548,4,2025-05-16,2025-06-02,2025-07-02,2027-05-23,12271.69,17.54,24,Monthly,Home_Improvement,Male,22-Aug-1988,Single,5,Construction,31,847.04,0,Vehicle,Bank_Transfer,Harare SWL2951,0,2025-04-05,2025-04-21,2025-05-26,2027-04-11,2022.64,134.92,24,Monthly,Medical,Female,23-Aug-1990,Married,,Informal_Sector,16,364.14,1,None,EcoCash,Matabeleland_South HQJ7509,2,2025-08-11,2025-08-22,2025-10-03,2026-02-18,13062.98,66.21,6,Bi-Weekly,Farming_Inputs,,24-Jun-1999,Divorced,2,Telecom,8,2062.53,0,Livestock,EcoCash,Matabeleland_South YXE3238,1,2025-01-18,2025-01-29,2025-03-10,2026-01-24,4982.16,101.79,12,Monthly,Working_Capital,Male,23-Jul-1969,Widowed,2,Informal_Sector,19,,0,Savings,EcoCash,Matabeleland_South QBA1659,5,2025-12-21,2026-01-06,2026-02-14,2026-04-06,277.49,178.71,3,Bi-Weekly,Rent,Female,07-Feb-1967,Single,5,Informal_Sector,,184.19,0,Guarantor,Bank_Transfer,Mashonaland_East UGQ9648,2,2025-01-31,2025-02-03,2025-03-05,2025-08-02,6565.13,95.86,6,Weekly,Farming_Inputs,Female,12-Aug-1987,Married,4,Agriculture,98,513.38,4,Livestock,OneMoney,Harare UUZ0902,1,2025-07-24,2025-08-13,2025-09-20,2026-08-08,13971.51,94.2,12,Monthly,Stock_Purchase,Male,08-Jun-1999,Married,1,Construction,31,511.35,4,None,InnBucks,Masvingo YIK0290,4,2025-09-24,2025-10-04,2025-11-05,2028-09-18,17564.37,18.89,36,Monthly,Equipment,Male,18-Feb-1962,Divorced,1,Retail_Trade,68,853.34,0,Property,Bank_Transfer,Harare TKL9885,0,2025-01-13,2025-01-21,2025-02-15,2025-07-20,191.36,113.38,6,Monthly,Stock_Purchase,Female,26-Oct-1963,Married,2,Informal_Sector,43,96.83,1,None,Cash,Manicaland TAV6410,5,2025-04-12,2025-04-26,2025-05-28,2025-10-23,707.9,104.35,6,Monthly,Medical,Female,14-Jul-1988,Married,2,Healthcare,151,453.37,0,Guarantor,EcoCash,Harare ULZ5016,4,2025-10-28,2025-11-02,2025-11-28,2026-10-28,2619.3,13.99,12,Weekly,Home_Improvement,Male,01-Nov-2003,Single,0,Agriculture,23,209.1,4,Property,Cash,Midlands EBN6340,1,2025-10-05,2025-10-06,2025-11-14,2026-10-01,5552.52,128.54,12,Monthly,Equipment,Male,14-Dec-1965,Married,3,Agriculture,73,382.22,0,Guarantor,EcoCash,Midlands SXG4078,1,2025-01-10,2025-01-30,2025-02-27,2027-01-20,5935.51,16.09,24,Bi-Weekly,Equipment,Male,08-Jul-1994,Single,2,Informal_Sector,5,375.33,2,Vehicle,Bank_Transfer,Mashonaland_Central RGS4046,1,2025-11-24,2025-11-25,2025-12-25,2027-11-15,3270.34,138.89,24,Bi-Weekly,Equipment,Female,04-Jan-1970,Married,3,Informal_Sector,,182.86,1,Livestock,Cash,Mashonaland_East ZEN1745,1,2025-12-24,2026-01-11,2026-02-06,2028-12-26,8290.05,14.93,36,Monthly,Stock_Purchase,Female,26-Dec-2003,Married,3,Healthcare,26,388.06,3,Property,Cash,Harare EQP7859,1,2025-01-17,2025-01-22,2025-03-04,2027-01-12,13491.67,104.88,24,Monthly,Equipment,Male,23-Nov-2005,Divorced,2,NGO,20,1209.29,2,Property,EcoCash,Matabeleland_North XZG0749,0,2025-05-26,2025-06-14,2025-07-19,2026-06-09,529.38,118.12,12,Monthly,Business_Expansion,Female,01-Aug-1982,Married,3,Informal_Sector,32,288.52,1,Vehicle,EcoCash,Mashonaland_West MUR1259,1,2025-04-02,2025-04-23,2025-05-28,2028-04-07,4229.57,99.16,36,Monthly,Business_Expansion,Female,06-Jun-1962,Single,5,,143,212.66,1,None,EcoCash,Matabeleland_North GNH1572,3,2025-01-22,2025-02-05,2025-03-02,2026-07-30,1845.58,14.97,18,Monthly,Rent,Female,15-Jul-1960,Married,5,Informal_Sector,16,503.35,4,Savings,EcoCash,Matabeleland_South RNT1103,3,2025-06-03,2025-06-04,2025-06-28,2027-05-25,1161.81,13.81,24,Weekly,Rent,Female,21-Jun-1980,Divorced,5,Manufacturing,119,334.6,1,None,EcoCash,Masvingo KQP5148,3,2025-08-29,2025-09-14,2025-10-10,2026-09-09,264.82,13.55,12,Monthly,Medical,Male,31-Dec-1990,Married,0,Agriculture,51,171.44,5,Livestock,Bank_Transfer,Bulawayo YPL9606,0,2025-05-28,2025-06-06,2025-07-11,2026-06-01,1068.83,132.59,12,Monthly,Equipment,Female,01-Apr-1965,Married,2,Retail_Trade,92,670.21,2,Property,Cash,Masvingo GEC6684,1,2025-04-17,2025-05-05,2025-05-28,2026-04-30,4317.2,87.9,12,Monthly,Equipment,Male,15-Nov-1967,,2,Agriculture,11,295.84,1,Guarantor,OneMoney,Bulawayo OJV3269,3,2025-05-22,2025-05-27,2025-07-03,2025-11-23,4992.84,16.93,6,Monthly,Debt_Consolidation,Male,18-Jan-1969,Married,2,Mining,49,1668.66,6,,Bank_Transfer,Masvingo KBU9669,1,2025-12-06,2025-12-26,2026-01-21,2028-12-10,7035.64,96.24,36,Monthly,Business_Expansion,Female,03-Mar-1984,Divorced,4,Construction,81,389.05,1,Vehicle,InnBucks,Masvingo EXK0686,4,2025-05-14,2025-05-19,2025-07-02,2028-05-03,7868.81,18.41,36,Monthly,Equipment,Female,19-Dec-1972,Married,3,Government,77,584.82,0,Guarantor,EcoCash,Mashonaland_East TXD5026,4,2025-02-20,2025-02-27,2025-04-13,2027-02-17,3332.19,114.85,24,Monthly,Home_Improvement,Male,18-Mar-1982,Widowed,2,Retail_Trade,96,291.0,4,,Bank_Transfer,Mashonaland_East WBE7793,1,2025-03-17,2025-04-04,2025-05-18,2027-03-25,3569.84,14.59,24,Monthly,Working_Capital,Male,15-May-1957,Widowed,3,Government,54,585.76,5,Guarantor,InnBucks,Mashonaland_West FOW7270,1,2025-09-18,2025-09-29,2025-11-04,2028-09-13,9607.53,102.43,36,Monthly,Working_Capital,Male,11-Feb-1975,Married,4,Manufacturing,35,584.47,2,Vehicle,EcoCash,Masvingo SQT6432,2,2025-12-26,2025-12-28,2026-01-23,2026-06-26,14674.95,108.71,6,Monthly,Farming_Inputs,Female,14-Nov-1987,Married,2,Telecom,58,842.83,0,None,Bank_Transfer,Midlands YZN0545,0,2025-12-10,2025-12-13,2026-01-17,2026-12-08,690.89,95.89,12,Bi-Weekly,Funeral,Female,03-Jul-1961,Married,1,Retail_Trade,89,,2,Guarantor,EcoCash,Harare JWG9773,5,2025-05-23,2025-06-11,2025-07-18,2025-09-09,426.0,142.8,3,Bi-Weekly,,Female,19-Feb-1992,Married,2,,44,217.5,2,None,EcoCash,Harare RYL1835,2,2025-08-09,2025-08-28,2025-09-27,2026-08-23,3498.48,99.47,12,Monthly,Farming_Inputs,Male,28-Oct-1987,Married,2,Retail_Trade,71,320.19,2,Livestock,EcoCash,Bulawayo VGS9426,2,2025-06-12,2025-06-29,2025-08-02,2026-06-24,10796.35,12.24,12,Monthly,Farming_Inputs,Male,23-Mar-1995,Married,3,,89,663.79,1,Livestock,EcoCash,Mashonaland_Central LLE5822,1,2025-08-08,2025-08-19,2025-09-14,2027-08-09,3787.62,135.67,24,Monthly,Working_Capital,Male,01-Aug-2006,Married,2,Informal_Sector,7,369.97,8,None,Cash,Midlands CYU7374,1,2025-01-23,2025-02-02,2025-03-12,2027-01-23,3725.53,87.31,24,Monthly,Business_Expansion,Female,26-Oct-1963,Divorced,2,Informal_Sector,21,180.52,5,Guarantor,EcoCash,Matabeleland_South JCR4090,2,2026-02-03,2026-02-07,2026-03-08,2027-02-02,2671.15,95.88,12,Weekly,Equipment,Male,02-Jul-1995,Married,1,Education,78,381.48,2,Guarantor,EcoCash,Mashonaland_East SPD9900,1,2025-10-15,2025-10-20,2025-11-22,2026-10-15,2666.2,132.05,12,Monthly,Business_Expansion,Male,16-Nov-1980,Married,6,Construction,127,,3,Savings,EcoCash,Manicaland GDM0800,3,2025-03-30,2025-04-09,2025-05-13,2026-10-01,1439.87,17.46,18,Bi-Weekly,Medical,Male,17-Apr-1979,Married,,Informal_Sector,4,260.61,0,None,EcoCash,Mashonaland_East GPN2716,1,2025-01-25,2025-02-01,2025-03-17,2028-01-17,6236.65,127.42,36,Monthly,Business_Expansion,Male,16-Apr-1982,Widowed,4,Finance,106,632.69,0,Guarantor,EcoCash,Harare HYB7458,2,2025-03-18,2025-03-28,2025-04-25,2026-03-23,13358.16,76.64,12,Bi-Weekly,Farming_Inputs,Female,11-Dec-1979,Married,2,Manufacturing,58,924.14,6,None,Cash,Midlands YMD4662,1,2025-04-10,2025-04-30,2025-06-11,2026-10-22,4453.68,117.1,18,Monthly,Working_Capital,Female,10-Aug-1982,Single,1,Informal_Sector,16,212.24,4,None,EcoCash,Mashonaland_West IGD0921,4,2025-12-06,2025-12-15,2026-01-11,2029-11-24,2345.0,,48,Bi-Weekly,Equipment,Female,02-Dec-1988,Married,5,Informal_Sector,38,148.16,4,Guarantor,EcoCash,Harare CJT1561,2,2026-01-20,2026-01-27,2026-03-08,2027-01-22,12820.71,9.64,12,Weekly,Working_Capital,Male,11-Mar-1986,Widowed,4,Finance,98,2739.02,2,Guarantor,EcoCash,Mashonaland_East DEI4249,2,2025-11-10,2025-11-21,2026-01-03,2027-11-11,2112.41,100.84,24,Monthly,Farming_Inputs,Male,01-Jan-1964,Widowed,2,Informal_Sector,3,283.21,0,Livestock,Bank_Transfer,Harare ZOO1036,0,2025-03-18,2025-04-08,2025-05-16,2026-04-03,1052.81,130.12,12,Bi-Weekly,Wedding,Female,29-Jan-1980,Married,5,Education,44,396.84,2,Guarantor,EcoCash,Mashonaland_West ZWD9803,2,2026-01-27,2026-02-14,2026-03-13,2026-08-13,5431.6,76.03,6,Monthly,Livestock,Male,27-Jan-1993,Married,0,Finance,,773.17,5,Livestock,EcoCash,Masvingo GUH4927,0,2026-01-01,2026-01-21,2026-02-15,2027-07-15,1544.9,14.28,18,Weekly,School_Fees,Male,11-Mar-2002,Single,0,Transport,,627.78,2,None,Bank_Transfer,Mashonaland_Central FLS8480,3,2025-08-28,2025-09-11,2025-10-11,2027-09-01,706.47,15.25,24,Monthly,Debt_Consolidation,Male,22-Oct-1992,Married,1,Agriculture,33,129.43,1,Property,EcoCash,Bulawayo POE9287,4,2025-03-14,2025-03-15,2025-04-15,2027-03-05,17928.34,84.19,24,Monthly,,Male,01-Mar-1980,Married,2,Government,49,475.91,5,Vehicle,EcoCash,Mashonaland_West QFK9602,0,2025-08-12,2025-08-19,2025-09-28,2026-08-14,675.42,14.43,12,Bi-Weekly,School_Fees,Male,28-Aug-2005,Single,1,Agriculture,31,294.73,1,None,EcoCash,Harare FEF1920,4,2025-11-01,2025-11-18,2025-12-23,2028-11-02,5826.67,15.8,36,Monthly,Vehicle,Male,27-Aug-1990,Single,4,Retail_Trade,117,,4,,EcoCash,Manicaland ZQK8721,2,2025-12-09,2025-12-25,2026-01-28,2027-06-18,8203.74,69.61,18,Monthly,Equipment,Female,27-Mar-1980,Married,2,Manufacturing,112,,1,None,EcoCash,Mashonaland_Central KGP5853,0,2025-07-13,2025-07-17,2025-08-22,2027-01-08,1575.47,137.98,18,Weekly,Wedding,Male,11-Sep-1966,Widowed,3,Informal_Sector,9,234.13,0,None,Bank_Transfer,Harare HME7697,2,2025-09-29,2025-10-10,2025-11-16,2026-10-05,4589.74,103.86,12,Monthly,Farming_Inputs,Male,29-Nov-1968,Divorced,7,Construction,48,876.14,1,Savings,Cash,Manicaland LCF2931,4,2025-11-06,2025-11-24,2025-12-25,2027-11-14,7113.59,12.77,24,Monthly,Home_Improvement,Male,15-Dec-1998,Married,2,Government,72,353.49,2,Vehicle,InnBucks,Manicaland XXY7874,2,2025-08-15,2025-08-21,2025-10-05,2027-02-12,684.67,85.56,18,Weekly,Equipment,Female,07-Sep-1993,Married,3,Informal_Sector,,122.5,0,Livestock,InnBucks,Harare ZEL2095,1,2025-10-12,2025-10-25,2025-12-09,2028-10-09,3550.29,136.78,36,Monthly,Working_Capital,Female,14-Feb-1971,Married,4,Informal_Sector,4,,1,Livestock,InnBucks,Harare GUR3247,1,2025-02-22,2025-02-23,2025-03-23,2028-02-08,1491.29,113.16,36,Monthly,Business_Expansion,Female,05-Jul-1966,Widowed,2,Retail_Trade,67,171.96,1,Savings,EcoCash,Mashonaland_West JDL4331,1,2025-08-21,2025-08-28,2025-10-09,2027-02-19,27775.14,13.41,18,Monthly,Business_Expansion,Female,17-Mar-1965,Married,0,Mining,,1045.67,0,None,EcoCash,Manicaland EHE7119,0,2025-02-25,2025-03-04,2025-04-02,2025-06-02,2344.85,18.28,3,Monthly,Stock_Purchase,Male,03-Nov-1967,Married,5,Informal_Sector,10,489.36,4,Property,InnBucks,Manicaland UHH0658,0,2025-04-11,2025-04-28,2025-05-27,2025-10-25,2633.92,75.22,6,Monthly,Medical,Male,09-Jun-1966,Married,,Construction,41,339.87,3,Livestock,InnBucks,Mashonaland_West END5028,1,2026-01-26,2026-02-03,2026-02-28,2029-01-18,11745.59,14.07,36,Monthly,Business_Expansion,Female,08-Aug-2005,Divorced,1,Retail_Trade,17,559.66,2,Vehicle,Bank_Transfer,Harare HZE4718,0,2025-06-26,2025-07-15,2025-08-28,2025-10-13,4063.34,167.45,3,Monthly,Working_Capital,Female,19-Apr-2000,Married,4,Healthcare,30,774.93,2,None,Cash,Masvingo TPN7250,0,2025-06-24,2025-07-03,2025-08-09,2025-12-30,2073.39,14.98,6,Monthly,Stock_Purchase,Male,11-Mar-1992,Married,1,Construction,55,491.26,3,None,EcoCash,Mashonaland_Central JHI5936,3,2025-10-09,2025-10-24,2025-12-05,2027-10-14,4934.59,13.9,24,Weekly,Personal,Male,14-Nov-2002,Single,0,NGO,14,1414.17,0,Guarantor,InnBucks,Matabeleland_North UDI6384,0,2026-02-16,2026-02-24,2026-03-28,2026-05-25,2077.39,109.89,3,Bi-Weekly,Home_Improvement,Male,11-Nov-1980,Married,0,Mining,101,649.21,2,None,Bank_Transfer,Harare RHD2687,2,2025-10-08,2025-10-29,2025-12-09,2026-10-24,8496.5,,12,Monthly,Equipment,Male,31-Jul-1990,Married,1,NGO,115,1128.66,3,Savings,EcoCash,Harare BXS8111,1,2025-07-06,2025-07-14,2025-08-10,2026-01-10,1936.97,13.2,6,Monthly,Business_Expansion,Male,05-Sep-1980,Divorced,4,Agriculture,100,160.25,1,Livestock,InnBucks,Masvingo TJK7138,5,2025-10-31,2025-11-18,2025-12-17,2025-12-18,264.48,140.87,1,Monthly,Medical,Female,22-Feb-2005,Single,0,Informal_Sector,5,305.82,2,Livestock,Bank_Transfer,Harare JQI3533,1,2026-01-16,2026-02-03,2026-03-09,2027-01-29,1633.05,93.86,12,Weekly,Equipment,Female,30-Jul-1994,Married,,Agriculture,68,156.52,1,Guarantor,EcoCash,Harare GNX8347,2,2025-12-29,2025-12-30,2026-02-13,2026-09-26,1328.25,87.51,9,Monthly,Livestock,Male,07-May-1982,Married,2,Informal_Sector,31,276.65,5,Livestock,Bank_Transfer,Harare RXD9228,0,2025-06-02,2025-06-21,2025-07-23,2025-12-18,3020.26,127.78,6,Monthly,Debt_Consolidation,Female,28-Nov-1966,Divorced,1,,40,665.77,2,Savings,EcoCash,Bulawayo FNH3965,0,2025-03-30,2025-04-10,2025-05-24,2026-04-05,2349.91,87.51,12,Monthly,Stock_Purchase,Female,11-May-2005,Single,1,Government,41,474.12,1,Property,Cash,Mashonaland_Central EMP8062,5,2024-12-29,2025-01-07,2025-02-16,2025-07-06,545.66,180.24,6,Monthly,Funeral,Female,09-Apr-1980,Married,5,,7,341.69,1,None,Cash,Matabeleland_North MEJ4356,3,2025-02-20,2025-03-11,2025-04-24,2026-09-02,495.84,14.98,18,Monthly,School_Fees,Male,02-Dec-1992,Single,0,Informal_Sector,35,336.75,2,None,Bank_Transfer,Masvingo UIZ6838,1,2025-04-15,2025-05-06,2025-06-20,2026-05-01,1663.95,17.58,12,Monthly,Working_Capital,Female,13-Nov-1996,Single,2,Agriculture,79,151.78,5,None,Bank_Transfer,Manicaland UMV2455,4,2025-10-08,2025-10-26,2025-12-05,2028-10-10,3813.65,15.82,36,Monthly,Vehicle,Male,28-Apr-2004,Single,1,Education,16,292.89,3,None,Bank_Transfer,Midlands HDQ9910,3,2025-10-21,2025-11-09,2025-12-22,2026-11-04,189.34,11.36,12,Monthly,Medical,Female,21-Mar-1978,Widowed,5,Informal_Sector,14,58.73,1,Guarantor,EcoCash,Mashonaland_East DZK2637,0,2025-08-19,2025-08-25,2025-09-28,2027-02-16,2688.79,151.06,18,Monthly,Vehicle,Female,16-Apr-1968,Single,8,Informal_Sector,12,293.03,1,None,Cash,Bulawayo MFA0957,4,2025-04-17,2025-05-07,2025-06-16,2029-04-16,5241.23,18.3,48,Monthly,Vehicle,Female,09-Jun-2003,Single,0,Informal_Sector,3,219.17,4,Property,Cash,Mashonaland_West FHG5382,3,2025-11-16,2025-11-19,2025-12-17,2027-05-13,3035.61,14.52,18,Monthly,School_Fees,Male,06-Sep-1973,Divorced,6,Government,58,648.77,3,Savings,EcoCash,Harare QCU3035,2,2025-10-13,2025-10-26,2025-12-05,2027-10-16,1706.96,78.79,24,Monthly,Equipment,Female,12-Oct-1965,Married,0,Government,154,205.7,2,Property,Bank_Transfer,Mashonaland_West YCK3225,0,2025-05-06,2025-05-11,2025-06-14,2025-11-07,5322.41,138.45,6,Monthly,Funeral,Female,23-Sep-1977,Single,4,Mining,60,1455.63,3,Property,InnBucks,Matabeleland_North VEK9874,2,2025-04-12,2025-04-23,2025-06-05,2026-04-18,5223.17,94.89,12,Monthly,Equipment,Male,20-Jun-1994,Single,4,Government,62,750.53,0,Livestock,,Manicaland NTY2368,4,2025-04-30,2025-05-01,2025-05-28,2029-04-10,6172.54,17.31,48,Monthly,Home_Improvement,Female,05-Jan-2005,Married,0,Informal_Sector,10,460.44,3,Vehicle,EcoCash,Harare LVT3457,4,2025-09-22,2025-10-11,2025-11-21,2027-04-04,7077.85,17.61,18,Monthly,Equipment,Male,19-Aug-1982,Married,6,Retail_Trade,96,343.94,0,Vehicle,EcoCash,Harare ZVH5381,1,2026-02-07,2026-02-18,2026-03-22,2029-02-02,8694.74,15.01,36,Weekly,Stock_Purchase,,31-May-1996,Married,3,Construction,71,511.63,3,Vehicle,Cash,Masvingo FCE1353,2,2025-12-28,2026-01-01,2026-02-05,2026-12-27,4184.22,115.4,12,Monthly,Working_Capital,Male,02-Jun-1982,,3,Education,52,488.61,4,Property,EcoCash,Harare WQW2081,3,2025-12-15,2025-12-24,2026-01-28,2027-12-14,1018.1,13.75,24,Weekly,Debt_Consolidation,Female,08-Jul-1976,Divorced,4,Manufacturing,33,,3,Savings,EcoCash,Harare JUQ6158,0,2024-12-28,2025-01-07,2025-02-09,2025-04-07,3971.18,98.51,3,Monthly,Farming_Inputs,Male,21-Sep-1979,Married,3,Education,64,,1,Guarantor,OneMoney,Manicaland OHS2466,1,2025-12-22,2026-01-05,2026-02-14,2026-12-31,5619.62,128.73,12,Bi-Weekly,Business_Expansion,Male,01-Jun-1985,Divorced,3,,65,221.83,1,None,Bank_Transfer,Mashonaland_West KPF2140,0,2025-06-07,2025-06-13,2025-07-15,2026-06-08,2597.14,140.93,12,Monthly,Home_Improvement,Male,03-Feb-2004,Single,0,Transport,40,611.13,2,None,EcoCash,Midlands BAO9938,1,2025-10-21,2025-10-26,2025-11-21,2026-04-24,12432.52,16.34,6,Monthly,Business_Expansion,Female,30-Oct-1990,,3,Telecom,,1270.81,1,Vehicle,OneMoney,Harare BEB9268,0,2025-01-09,2025-01-28,2025-03-01,2026-01-23,1997.57,82.99,12,Monthly,Equipment,Male,29-Mar-2000,Married,2,Manufacturing,22,451.72,1,None,Bank_Transfer,Harare PEP2360,3,2025-01-14,2025-01-21,2025-02-20,2027-01-11,604.76,16.01,24,Monthly,Debt_Consolidation,Male,02-Sep-1980,Married,3,Retail_Trade,21,260.65,0,Guarantor,EcoCash,Harare KBJ3393,1,2025-03-03,2025-03-16,2025-04-28,2026-09-07,6924.83,16.01,18,Monthly,Business_Expansion,Male,06-Jul-1964,Married,4,Agriculture,61,319.2,0,Property,OneMoney,Mashonaland_West KJP8929,0,2026-02-15,2026-02-21,2026-03-20,2026-05-22,1701.56,113.12,3,Monthly,Vehicle,Female,03-Apr-1969,Married,6,Government,206,455.08,2,None,Cash,Harare IRS9319,5,2025-01-27,2025-02-08,2025-03-09,2025-05-09,84.16,183.61,3,Monthly,Funeral,Male,25-Sep-1994,Single,0,Informal_Sector,21,64.26,1,Guarantor,Cash,Bulawayo GNA6559,1,2026-01-16,2026-02-06,2026-03-21,2027-07-31,3849.56,77.58,18,Monthly,Equipment,Female,05-Dec-1990,Married,2,Informal_Sector,19,282.93,1,Vehicle,Bank_Transfer,Bulawayo GDD3535,1,2025-12-31,2026-01-03,2026-02-09,2027-12-24,8292.96,16.57,24,Monthly,Working_Capital,Female,31-Jan-1973,Married,0,Government,64,535.64,1,Property,EcoCash,Manicaland XHK3076,5,2025-04-24,2025-05-03,2025-05-28,2025-08-01,789.39,123.53,3,Bi-Weekly,Personal,Male,14-Oct-1969,Married,4,Retail_Trade,,666.64,8,,Bank_Transfer,Manicaland OPT3877,2,2026-02-09,2026-02-15,2026-03-22,2027-02-10,3854.43,116.53,12,Monthly,Equipment,Female,14-Aug-1995,Married,4,Government,87,564.21,2,None,Bank_Transfer,Bulawayo KDM5132,3,2025-11-12,2025-11-18,2026-01-02,2026-05-17,803.97,14.73,6,Monthly,Debt_Consolidation,Female,11-Jan-1997,Single,3,Agriculture,31,180.6,2,Guarantor,EcoCash,Harare ZGH1260,0,2025-11-03,2025-11-16,2025-12-26,2026-11-11,3376.22,133.6,12,Monthly,School_Fees,Male,14-Dec-1983,Married,,Retail_Trade,16,622.57,2,None,EcoCash,Harare ZPC3616,3,2025-08-24,2025-09-10,2025-10-22,2026-09-05,4529.61,15.83,12,Monthly,Rent,Female,24-Jan-1996,Single,6,Telecom,76,1250.44,4,None,EcoCash,Mashonaland_West CCD7521,0,2025-09-08,2025-09-11,2025-10-12,2027-09-01,2494.91,111.36,24,Bi-Weekly,Rent,Female,27-Mar-1987,Married,2,Government,87,510.71,2,Livestock,Bank_Transfer,Masvingo RLR6078,3,2025-12-06,2025-12-26,2026-01-23,2026-12-21,570.72,11.05,12,Monthly,Personal,Male,16-Dec-1987,Married,,Informal_Sector,12,236.36,3,Guarantor,Bank_Transfer,Harare XHW4339,1,2025-05-25,2025-06-03,2025-07-13,2026-05-29,10489.91,11.43,12,Monthly,Business_Expansion,Female,08-Jan-1976,Single,2,Retail_Trade,44,777.98,4,Savings,EcoCash,Midlands NEA4125,1,2025-12-25,2026-01-15,2026-02-22,2026-07-14,7962.36,12.66,6,Monthly,Working_Capital,Male,30-Jun-1994,Divorced,2,Retail_Trade,58,498.7,0,Savings,EcoCash,Masvingo FYT9337,2,2025-11-07,2025-11-24,2025-12-20,2027-05-18,4553.37,108.4,18,Bi-Weekly,Farming_Inputs,Male,03-Feb-1967,Married,1,Government,113,573.76,0,None,EcoCash,Harare MZA5737,3,2025-06-12,2025-07-01,2025-08-13,2026-06-26,1266.45,12.81,12,Monthly,Rent,Male,30-Jun-1970,Single,4,Construction,35,,1,Guarantor,Cash,Manicaland IWX8525,4,2025-09-02,2025-09-06,2025-10-04,2028-08-21,3907.32,13.86,36,Monthly,Home_Improvement,Male,19-Nov-1981,Married,4,Retail_Trade,56,405.06,2,Guarantor,EcoCash,Mashonaland_East UXY3602,1,2025-06-25,2025-06-28,2025-08-09,2027-06-18,22573.31,83.57,24,Monthly,Business_Expansion,Male,28-Nov-1997,Married,2,Retail_Trade,28,957.93,0,Livestock,Bank_Transfer,Mashonaland_West KAY9863,0,2026-01-02,2026-01-03,2026-02-16,2027-06-27,1321.34,15.77,18,Monthly,Debt_Consolidation,Male,23-Dec-1979,Divorced,4,Informal_Sector,14,186.94,0,None,EcoCash,Harare ICL0681,2,2025-10-14,2025-10-16,2025-11-27,2026-10-11,1626.95,10.65,12,Monthly,Farming_Inputs,Female,10-Jul-1994,Divorced,1,Agriculture,41,146.79,0,Property,EcoCash,Mashonaland_West STV8662,4,2025-02-13,2025-02-23,2025-04-09,2027-02-13,4397.68,16.37,24,Monthly,Equipment,Female,11-May-1975,Married,3,Agriculture,124,131.4,0,Guarantor,InnBucks,Manicaland NXA3158,0,2026-01-22,2026-02-11,2026-03-13,2026-08-10,2822.03,15.09,6,Monthly,,Female,04-Apr-1986,Divorced,0,Transport,41,467.74,4,Savings,Cash,Mashonaland_West WUT1669,0,2025-09-19,2025-09-23,2025-11-06,2026-03-22,1747.09,119.63,6,Monthly,Farming_Inputs,Male,10-Nov-1997,Married,2,Informal_Sector,19,630.22,0,Property,EcoCash,Mashonaland_Central WHX4931,5,2025-05-01,2025-05-06,2025-06-19,2025-08-04,754.84,144.13,3,Monthly,Medical,Female,11-Dec-1996,Married,3,Telecom,50,1033.33,1,None,Bank_Transfer,Harare QMF2498,1,2026-01-22,2026-02-09,2026-03-22,2026-08-08,3629.65,87.84,6,Monthly,Stock_Purchase,Male,10-Jul-2003,Single,0,Agriculture,24,253.91,0,Savings,Bank_Transfer,Harare FAR8609,1,2025-04-15,2025-05-04,2025-06-09,2026-10-26,2329.03,108.86,18,Monthly,,Male,06-Jun-2006,Single,,Healthcare,,472.47,1,None,OneMoney,Harare MJN8543,0,2025-12-21,2026-01-08,2026-02-18,2026-07-07,1335.75,121.97,6,Monthly,Home_Improvement,Male,06-Jul-2000,Married,1,Retail_Trade,34,447.61,2,Livestock,InnBucks,Harare ANC1727,1,2025-08-14,2025-08-24,2025-10-01,2027-02-15,12578.2,13.85,18,Monthly,Working_Capital,Male,22-Dec-1979,Married,5,Mining,131,823.59,1,None,Bank_Transfer,Mashonaland_West CMY5018,0,2025-11-20,2025-11-27,2026-01-01,2026-05-26,1239.94,107.66,6,Monthly,Debt_Consolidation,Male,21-Sep-1980,Married,3,Education,63,520.21,4,Guarantor,EcoCash,Harare NUY5204,3,2025-09-20,2025-10-06,2025-11-18,2027-03-30,1418.15,17.43,18,Monthly,Rent,Male,18-Jul-1963,Married,3,Transport,23,644.51,2,Savings,Cash,Midlands YIR9679,1,2025-05-16,2025-05-26,2025-07-06,2028-05-10,9543.99,127.6,36,Monthly,Equipment,Male,17-Feb-1990,Married,1,Manufacturing,119,586.21,2,Savings,Cash,Harare XDM6706,0,2025-06-21,2025-06-29,2025-07-28,2026-06-24,4237.53,14.18,12,Monthly,Equipment,Male,23-Jan-1978,Married,3,Retail_Trade,150,572.32,4,Property,Cash,Matabeleland_South ANT8269,3,2025-09-24,2025-10-12,2025-11-15,2027-04-05,2319.08,15.25,18,Monthly,Medical,Female,24-Aug-2008,Divorced,1,Education,3,629.27,7,Savings,EcoCash,Mashonaland_West ZQP3525,0,2025-04-26,2025-04-29,2025-06-03,2026-04-24,1340.57,93.92,12,Bi-Weekly,Wedding,Female,30-Jun-1974,Married,3,Agriculture,130,306.72,2,,InnBucks,Bulawayo UKG7598,3,2025-10-09,2025-10-18,2025-11-28,2027-04-11,1414.99,10.66,18,Monthly,Debt_Consolidation,Male,23-Jul-2005,Single,0,Education,5,454.49,3,None,EcoCash,Mashonaland_West KIS2908,0,2025-04-27,2025-05-07,2025-06-07,2025-11-03,4268.12,132.16,6,Monthly,School_Fees,Male,30-Dec-1997,Divorced,3,Retail_Trade,38,970.5,1,None,EcoCash,Harare AIL7774,3,2025-01-09,2025-01-29,2025-03-09,2026-01-24,1353.25,89.02,12,Monthly,Rent,Male,10-Apr-1970,Married,8,Construction,109,577.55,3,Guarantor,Cash,Mashonaland_West WYW7672,5,2025-05-13,2025-05-20,2025-06-16,2025-08-18,780.37,134.33,3,Bi-Weekly,Funeral,Female,26-Nov-1990,Single,6,Transport,116,760.91,0,None,EcoCash,Harare QCX5525,1,2025-05-10,2025-05-28,2025-07-07,2026-11-19,22145.35,125.81,18,Monthly,Business_Expansion,Female,12-Apr-1971,Single,,NGO,37,1792.66,1,Property,EcoCash,Bulawayo JZV0769,2,2025-05-10,2025-05-19,2025-06-16,2025-11-15,3385.17,13.95,6,Monthly,Farming_Inputs,Male,23-Apr-1984,Married,3,Retail_Trade,30,451.23,0,Vehicle,Bank_Transfer,Harare DLR0932,4,2025-03-14,2025-03-25,2025-05-04,2028-03-09,17049.91,15.62,36,Monthly,Vehicle,Female,17-Jul-1972,Married,3,Retail_Trade,94,715.81,2,Vehicle,InnBucks,Midlands VXC8863,2,2025-01-16,2025-01-22,2025-02-23,2026-01-17,5132.07,133.83,12,Monthly,Equipment,Male,11-May-1996,Married,1,Construction,53,469.66,3,,EcoCash,Matabeleland_South KOH2895,0,2025-04-22,2025-04-30,2025-06-01,2026-04-25,7519.15,117.64,12,Monthly,,Male,14-Feb-1982,Married,4,NGO,39,1271.31,6,None,EcoCash,Harare WMY6508,1,2025-05-30,2025-06-13,2025-07-17,2027-06-03,3670.57,103.44,24,Monthly,Working_Capital,Male,04-Jan-1971,Married,3,Informal_Sector,41,253.5,1,Livestock,OneMoney,Bulawayo IFX7040,5,2025-11-24,2025-12-02,2025-12-28,2026-05-31,663.06,152.85,6,Bi-Weekly,Personal,Male,18-Mar-1996,Married,2,Manufacturing,40,267.78,2,Guarantor,Bank_Transfer,Harare KZO2590,3,2025-06-13,2025-06-24,2025-07-28,2027-06-14,877.58,17.57,24,Monthly,School_Fees,Male,19-Jul-1965,Married,,Healthcare,173,314.87,3,Guarantor,Cash,Manicaland HLW7095,0,2025-06-29,2025-07-12,2025-08-14,2026-07-07,1113.29,79.08,12,Monthly,Farming_Inputs,Female,18-Dec-1967,Married,4,Education,62,372.99,2,None,EcoCash,Midlands MRQ4796,4,2025-10-26,2025-11-15,2025-12-28,2026-11-10,10658.21,16.53,12,Monthly,Home_Improvement,Male,30-May-2004,Single,,Agriculture,25,272.54,1,Vehicle,EcoCash,Midlands NUA9006,3,2026-02-06,2026-02-12,2026-03-12,2026-08-11,1095.56,15.12,6,Weekly,Rent,Male,20-Aug-1997,Single,0,Agriculture,51,287.96,0,None,InnBucks,Mashonaland_Central BSN6358,2,2025-08-17,2025-09-03,2025-10-08,2026-05-31,3871.58,87.08,9,Monthly,Livestock,Male,01-Nov-1996,Married,1,Manufacturing,86,320.27,1,Livestock,EcoCash,Mashonaland_West AAB1308,3,2025-08-27,2025-09-05,2025-10-10,2026-03-04,1985.66,16.3,6,Monthly,School_Fees,Female,08-Mar-1996,Single,4,Agriculture,49,378.51,0,Guarantor,InnBucks,Harare MFD6294,0,2025-01-19,2025-02-06,2025-03-08,2027-01-27,974.36,72.76,24,Bi-Weekly,Funeral,Female,16-Oct-1990,Divorced,,Informal_Sector,19,189.67,2,Vehicle,OneMoney,Harare CPM1668,1,2025-09-23,2025-10-09,2025-11-13,2028-09-23,18009.08,100.75,36,Bi-Weekly,Business_Expansion,Female,11-Mar-1995,Single,1,,61,882.85,1,Property,EcoCash,Manicaland ASC0080,1,2025-02-19,2025-03-04,2025-04-17,2028-02-17,4608.24,112.46,36,Monthly,,Female,19-Jan-1980,Married,2,Agriculture,93,195.17,1,Guarantor,EcoCash,Midlands MFS1546,0,2025-05-05,2025-05-08,2025-06-16,2026-05-03,384.6,17.09,12,Monthly,Wedding,Male,07-Nov-1995,Married,2,Informal_Sector,20,82.98,2,None,InnBucks,Midlands GTV8803,3,2025-11-17,2025-11-28,2025-12-28,2027-11-18,1900.41,13.66,24,Bi-Weekly,Rent,Female,14-Dec-1965,Divorced,6,Retail_Trade,53,415.39,4,Guarantor,OneMoney,Midlands BTB9943,1,2025-12-24,2026-01-02,2026-02-01,2027-12-23,5232.67,12.51,24,Monthly,Equipment,Female,02-Dec-2005,Single,1,Education,18,407.58,2,Property,Cash,Midlands SWM6904,0,2025-08-07,2025-08-12,2025-09-10,2026-02-08,2065.06,151.06,6,Monthly,Rent,Female,03-Aug-1961,Married,4,Agriculture,130,291.41,5,Vehicle,Cash,Bulawayo VRE5552,4,2025-06-04,2025-06-09,2025-07-09,2027-05-30,10467.08,90.86,24,Monthly,Equipment,Male,14-Jul-1965,Divorced,0,Healthcare,119,662.64,0,Guarantor,Bank_Transfer,Harare PPV2663,0,2025-07-18,2025-08-08,2025-09-13,2026-08-03,2271.1,84.68,12,Monthly,Personal,Male,15-Aug-2005,Single,2,Healthcare,9,358.41,3,,EcoCash,Masvingo NPR4084,0,2025-11-03,2025-11-15,2025-12-13,2026-02-13,360.88,82.48,3,Bi-Weekly,Working_Capital,Male,13-Feb-1972,Divorced,0,Informal_Sector,19,313.89,0,Savings,EcoCash,Matabeleland_North FIN5241,1,2025-03-25,2025-04-15,2025-05-10,2025-10-12,8321.47,13.85,6,Monthly,Business_Expansion,Male,22-Sep-1985,Married,2,NGO,99,1222.75,2,,InnBucks,Mashonaland_Central MLF9852,2,2025-01-26,2025-02-08,2025-03-19,2026-02-03,3126.98,69.82,12,Monthly,Working_Capital,Male,26-Mar-1963,Divorced,2,,170,223.19,3,Property,Bank_Transfer,Matabeleland_South PFX8404,1,2026-02-20,2026-02-22,2026-03-27,2028-02-12,1918.32,11.22,24,Bi-Weekly,Business_Expansion,Male,03-Feb-1999,Single,3,Agriculture,23,222.54,1,Guarantor,Bank_Transfer,Bulawayo NZT8763,0,2025-03-06,2025-03-16,2025-04-13,2025-06-14,1894.36,88.47,3,Bi-Weekly,Vehicle,Male,01-Dec-1990,Single,3,,38,667.54,5,None,Bank_Transfer,Masvingo SYP8802,1,2025-07-30,2025-08-02,2025-09-11,2026-07-28,2399.9,118.29,12,Monthly,Stock_Purchase,Male,29-Dec-1988,Single,2,Mining,15,504.76,3,None,OneMoney,Masvingo RKG6794,0,2025-11-01,2025-11-10,2025-12-23,2026-11-05,3322.76,17.36,12,Monthly,Funeral,Female,01-Nov-1966,Married,2,Retail_Trade,83,595.84,1,,EcoCash,Harare HUT3552,0,2025-01-20,2025-01-28,2025-02-25,2026-07-22,458.08,102.15,18,Monthly,Working_Capital,Male,22-Jul-1993,Divorced,6,Agriculture,43,,5,None,Cash,Mashonaland_Central GHQ1739,0,2025-07-31,2025-08-08,2025-09-15,2026-08-03,1178.02,148.82,12,Monthly,Livestock,Male,16-Jul-1983,Married,4,Manufacturing,116,650.89,0,None,EcoCash,Mashonaland_East NHM3753,4,2025-07-03,2025-07-10,2025-08-11,2027-06-30,14301.69,92.41,24,Monthly,Equipment,Female,06-Nov-1999,Married,5,Retail_Trade,36,653.95,3,Vehicle,InnBucks,Mashonaland_West NXA4981,3,2025-03-22,2025-04-08,2025-05-05,2026-09-30,1383.14,18.44,18,Monthly,Personal,Female,06-Oct-1974,Divorced,4,Healthcare,80,,0,Guarantor,EcoCash,Harare JKD5635,2,2025-08-10,2025-08-29,2025-09-24,2026-08-24,4654.86,109.93,12,Monthly,Livestock,Female,04-Dec-1963,Divorced,3,Retail_Trade,,539.05,0,Vehicle,Bank_Transfer,Bulawayo NDH9283,3,2026-01-21,2026-01-23,2026-02-21,2027-01-18,3247.85,16.61,12,Bi-Weekly,Medical,Female,07-Aug-2002,Divorced,1,NGO,4,1578.62,0,Guarantor,EcoCash,Harare DRI7386,0,2025-06-14,2025-06-18,2025-07-24,2025-09-16,2619.31,136.94,3,Weekly,Debt_Consolidation,Male,29-May-2003,Single,2,Education,8,550.51,1,None,InnBucks,Mashonaland_West NTM3474,2,2025-10-04,2025-10-06,2025-11-19,2026-07-03,15107.91,75.33,9,Monthly,Livestock,Female,15-May-1978,Married,0,,83,1002.23,3,Savings,EcoCash,Mashonaland_Central BQR0893,4,2025-12-28,2026-01-18,2026-02-23,2029-01-02,4438.24,95.22,36,Monthly,Vehicle,Male,21-Sep-1998,Married,1,Informal_Sector,17,175.5,0,Guarantor,Bank_Transfer,Harare EGR9812,0,2025-02-13,2025-02-26,2025-03-28,2025-05-27,923.73,100.61,3,Monthly,Wedding,Male,03-Oct-1963,Married,3,Construction,,174.83,4,,Cash,Mashonaland_Central KLO8178,0,2025-03-11,2025-03-28,2025-05-03,2025-06-26,846.99,145.29,3,Monthly,Medical,Male,25-Jun-1965,Single,4,Agriculture,146,91.32,2,Savings,InnBucks,Bulawayo RPY1835,3,2025-12-22,2026-01-08,2026-02-08,2027-12-29,2083.27,14.59,24,Bi-Weekly,Medical,Female,27-Dec-1982,Married,6,Manufacturing,54,597.31,1,,Bank_Transfer,Harare BZL8581,1,2026-01-22,2026-02-04,2026-03-17,2027-07-29,12314.95,118.24,18,Monthly,Equipment,Male,17-Aug-1970,Married,5,,103,800.59,0,Vehicle,InnBucks,Mashonaland_East QYH1854,0,2025-01-08,2025-01-11,2025-02-20,2027-01-01,340.95,128.46,24,Monthly,,Male,22-Apr-1974,Divorced,2,Agriculture,126,95.83,0,None,OneMoney,Midlands PGK9212,0,2026-02-06,2026-02-21,2026-03-21,2027-08-15,3057.86,18.45,18,Monthly,Business_Expansion,Female,20-Oct-1993,Married,3,Retail_Trade,64,790.0,3,Livestock,Bank_Transfer,Mashonaland_East UUE1033,3,2025-10-04,2025-10-06,2025-11-05,2026-10-01,1685.1,12.5,12,Bi-Weekly,Personal,Male,01-May-1985,Divorced,4,Informal_Sector,27,456.36,3,Livestock,Cash,Mashonaland_Central ZAP8815,0,2026-01-16,2026-01-23,2026-03-04,2028-01-13,1005.68,122.8,24,Monthly,Debt_Consolidation,Male,22-Dec-1981,Single,4,Informal_Sector,6,508.54,2,,EcoCash,Mashonaland_East WON0228,0,2025-06-02,2025-06-16,2025-07-16,2026-12-08,2578.66,158.77,18,Monthly,Wedding,Male,18-Feb-1982,Married,2,Manufacturing,96,,3,None,EcoCash,Masvingo RSO2008,0,2025-06-07,2025-06-23,2025-08-07,2026-06-18,4031.7,96.74,12,Monthly,School_Fees,Male,26-Jun-1968,Divorced,1,Education,53,707.06,3,Livestock,EcoCash,Mashonaland_West EHH7629,0,2025-11-25,2025-12-06,2026-01-06,2026-06-04,3123.78,16.26,6,Monthly,Livestock,Female,09-Aug-1999,Married,2,Government,98,760.22,1,Savings,EcoCash,Harare ABQ4338,2,2025-02-06,2025-02-08,2025-03-21,2026-08-02,1730.39,108.8,18,Monthly,Livestock,Female,19-Nov-1980,Married,5,Informal_Sector,,,1,Livestock,InnBucks,Mashonaland_Central EBY8977,3,2025-07-14,2025-07-16,2025-08-21,2027-01-07,1687.92,16.45,18,Monthly,School_Fees,Male,09-Nov-1992,Married,3,Informal_Sector,25,,1,Guarantor,EcoCash,Masvingo FWF2890,0,2025-11-09,2025-11-13,2025-12-16,2026-02-11,4299.89,155.76,3,Monthly,Stock_Purchase,Male,30-Sep-1973,Married,3,Education,30,,1,None,Bank_Transfer,Harare HKI0609,0,2025-05-20,2025-06-01,2025-07-08,2026-05-27,1538.78,16.77,12,Bi-Weekly,Wedding,Male,16-Dec-1979,Married,5,Informal_Sector,11,299.24,0,Guarantor,Cash,Manicaland PAB5947,0,2025-05-22,2025-06-04,2025-07-17,2027-05-25,4161.74,134.25,24,Monthly,Business_Expansion,Female,09-Feb-1999,,2,,30,931.84,6,None,EcoCash,Harare HEA7016,2,2025-09-25,2025-10-10,2025-11-20,2026-10-05,1050.05,11.17,12,Monthly,Equipment,Male,13-Jun-2001,Single,,Agriculture,7,78.73,2,Guarantor,Cash,Mashonaland_Central HDW8123,1,2026-02-05,2026-02-13,2026-03-24,2027-02-08,7202.84,130.33,12,Monthly,Business_Expansion,Female,26-Jun-1962,Married,3,Informal_Sector,26,509.5,1,Vehicle,Cash,Manicaland LLZ5422,0,2025-01-02,2025-01-08,2025-02-07,2025-04-08,3426.99,164.52,3,Bi-Weekly,Stock_Purchase,Female,19-Mar-1968,Divorced,2,NGO,56,,2,Savings,Bank_Transfer,Harare ZPT7132,0,2025-09-20,2025-09-27,2025-11-05,2025-12-26,530.47,15.19,3,Bi-Weekly,Working_Capital,Male,24-May-2003,Single,1,Informal_Sector,9,406.78,2,None,EcoCash,Bulawayo JEU8627,2,2025-11-25,2025-12-07,2026-01-08,2027-11-27,3237.68,108.78,24,Monthly,Farming_Inputs,Male,21-Apr-1990,Married,2,Agriculture,15,262.16,2,None,EcoCash,Mashonaland_Central UQY3173,2,2026-01-24,2026-02-13,2026-03-19,2026-11-10,1128.34,10.42,9,Monthly,Farming_Inputs,Female,14-May-1984,Married,6,Education,42,252.19,1,Livestock,EcoCash,Harare BLM2089,1,2025-02-28,2025-03-21,2025-05-05,2026-09-12,5673.55,15.84,18,Monthly,Equipment,Male,13-May-1995,Married,2,Informal_Sector,20,233.89,2,Guarantor,Cash,Mashonaland_East DCD5221,2,2025-05-04,2025-05-16,2025-06-19,2027-05-06,10377.78,10.87,24,Monthly,,Male,15-Aug-1982,Married,7,,86,1558.97,1,Livestock,Bank_Transfer,Harare PHS2469,0,2025-04-27,2025-05-10,2025-06-12,2026-05-05,1037.32,15.73,12,Monthly,Livestock,Male,18-Apr-1995,Divorced,3,Government,84,795.93,3,Guarantor,Bank_Transfer,Harare WII3386,3,2025-04-14,2025-04-28,2025-06-10,2026-10-20,2783.12,88.86,18,Monthly,Personal,Female,21-Apr-1967,Married,1,Transport,59,1066.93,3,Guarantor,Bank_Transfer,Manicaland OSB6146,2,2025-01-04,2025-01-19,2025-03-04,2026-07-13,10448.1,14.18,18,Monthly,Farming_Inputs,Female,11-Nov-1990,Single,2,Mining,53,777.7,1,Livestock,InnBucks,Mashonaland_Central ZYE8393,4,2025-07-11,2025-07-18,2025-08-15,2029-06-27,15648.88,16.54,48,Weekly,Home_Improvement,Male,12-Aug-2005,Single,1,Government,44,,4,Vehicle,Bank_Transfer,Bulawayo NRS5494,3,2026-01-10,2026-01-27,2026-03-02,2027-01-22,1748.78,14.85,12,Monthly,Debt_Consolidation,Female,21-Aug-1980,Divorced,6,Informal_Sector,53,,2,None,Bank_Transfer,Mashonaland_Central VCK3879,4,2025-10-10,2025-10-19,2025-11-15,2028-10-03,7396.94,12.45,36,Monthly,Equipment,Male,23-Apr-1989,Divorced,3,Manufacturing,112,,2,Vehicle,Bank_Transfer,Manicaland QBK1287,5,2025-04-23,2025-04-26,2025-06-10,2025-06-25,1588.56,135.07,2,Monthly,Personal,Male,21-Dec-1987,Married,2,,22,783.77,0,,EcoCash,Mashonaland_East OOT2673,2,2025-05-17,2025-06-06,2025-07-21,2026-06-01,3017.47,104.44,12,Monthly,Livestock,Male,04-Sep-1971,Divorced,5,Manufacturing,45,805.06,0,Livestock,Bank_Transfer,Midlands PLD4712,1,2025-09-20,2025-09-25,2025-11-04,2028-09-09,5937.94,136.89,36,Monthly,Business_Expansion,Female,16-Mar-1963,Married,2,Retail_Trade,44,490.28,4,Property,EcoCash,Masvingo BCA6861,0,2025-08-26,2025-09-13,2025-10-18,2026-03-12,3307.8,16.46,6,Monthly,Funeral,Male,21-Aug-1968,Divorced,3,Government,189,360.54,3,Property,Bank_Transfer,Harare BKB3148,3,2025-03-05,2025-03-25,2025-04-28,2026-09-16,1731.91,15.32,18,Monthly,Personal,Female,20-Nov-1993,Married,1,Government,,472.77,5,Savings,Bank_Transfer,Mashonaland_West UYT2460,0,2025-10-02,2025-10-15,2025-11-22,2027-10-05,4883.0,156.43,24,Monthly,Debt_Consolidation,Male,09-Jul-1959,,2,Government,150,892.09,1,Property,EcoCash,Midlands CGV2591,0,2025-09-08,2025-09-13,2025-10-26,2026-03-12,3319.8,15.94,6,Monthly,Debt_Consolidation,Female,15-Jun-1974,Married,5,Education,40,573.7,0,Savings,Cash,Mashonaland_Central XSE3563,3,2026-02-13,2026-02-25,2026-03-24,2027-02-20,2822.65,13.15,12,Monthly,Personal,Female,01-Jul-1994,Married,0,Mining,92,935.11,3,Guarantor,InnBucks,Harare HRZ3422,5,2026-01-01,2026-01-10,2026-02-04,2026-02-09,86.09,146.12,1,Monthly,Rent,Male,11-Feb-1999,Single,3,Informal_Sector,33,108.81,1,Savings,EcoCash,Bulawayo WKP4106,3,2025-05-24,2025-06-10,2025-07-15,2026-12-02,703.2,12.67,18,Monthly,Medical,Male,03-May-1999,Married,2,Transport,8,248.5,1,Property,EcoCash,Matabeleland_South EOH2042,3,2025-12-30,2026-01-20,2026-02-24,2027-01-15,325.78,12.92,12,Monthly,,Male,11-Nov-1996,Married,3,Informal_Sector,22,82.35,4,Guarantor,EcoCash,Harare MKW1588,1,2026-02-10,2026-02-25,2026-04-10,2027-02-20,4595.21,13.79,12,Monthly,Stock_Purchase,Female,23-May-1995,Single,3,Informal_Sector,32,577.13,0,None,EcoCash,Harare VKV4425,0,2025-07-10,2025-07-25,2025-09-07,2026-01-21,4587.32,15.92,6,Monthly,Debt_Consolidation,Male,13-Jun-1994,,4,Transport,45,604.05,2,Guarantor,InnBucks,Harare JIH0956,5,2025-04-07,2025-04-20,2025-05-24,2025-06-19,621.65,178.46,2,Weekly,Medical,Female,10-Feb-1974,Married,5,,150,444.53,6,Vehicle,EcoCash,Bulawayo IWV4857,3,2025-10-12,2025-10-20,2025-11-21,2026-04-18,3612.94,13.12,6,Monthly,School_Fees,Male,24-Feb-1975,Married,7,Retail_Trade,13,,0,Property,EcoCash,Mashonaland_West HJX5465,0,2025-06-28,2025-07-10,2025-08-24,2026-07-05,10286.8,165.83,12,Monthly,Equipment,Female,05-Apr-2007,Single,1,Finance,9,1052.39,1,None,EcoCash,Harare YRJ6285,1,2025-12-09,2025-12-23,2026-01-24,2026-06-21,7352.36,136.7,6,Monthly,Working_Capital,Male,13-Dec-2004,Married,1,Healthcare,10,542.16,0,Property,EcoCash,Manicaland APA9822,0,2026-01-15,2026-01-22,2026-02-19,2026-07-21,1649.12,124.69,6,Monthly,Working_Capital,Female,17-Sep-2005,Single,1,Retail_Trade,18,447.37,0,Vehicle,Cash,Midlands ETJ7252,2,2025-01-15,2025-02-01,2025-03-01,2025-10-29,14579.46,113.36,9,Monthly,Farming_Inputs,Female,11-Aug-1981,Married,4,NGO,5,1569.23,1,Livestock,OneMoney,Harare UAZ5155,0,2025-05-16,2025-05-28,2025-07-01,2026-05-23,1388.28,114.97,12,Monthly,Business_Expansion,Female,12-Jun-1971,Married,5,Agriculture,129,463.12,0,None,Bank_Transfer,Harare JCO5005,1,2025-10-03,2025-10-06,2025-11-12,2026-04-04,4900.04,16.41,6,Monthly,Business_Expansion,Female,24-Feb-2006,Single,2,Government,,393.23,1,None,OneMoney,Matabeleland_North PON2616,4,2026-01-25,2026-02-15,2026-03-25,2028-02-05,10587.71,18.31,24,Monthly,Home_Improvement,Female,06-Jul-1981,Married,5,Healthcare,26,422.94,0,Savings,Cash,Harare GZZ9302,0,2025-05-30,2025-06-04,2025-07-10,2025-12-01,2337.1,16.39,6,Monthly,Equipment,Female,05-Jun-1999,Married,0,Construction,39,793.81,6,Livestock,Bank_Transfer,Bulawayo EXM0909,0,2026-01-18,2026-01-25,2026-03-04,2026-07-24,3138.03,15.1,6,Weekly,,Male,05-May-1985,Divorced,5,Transport,30,761.62,0,Guarantor,Cash,Matabeleland_North YPF0123,1,2025-10-19,2025-10-23,2025-11-26,2026-10-18,6275.2,129.52,12,Bi-Weekly,Working_Capital,Male,05-Feb-1996,Married,2,Agriculture,77,346.06,3,Property,Cash,Mashonaland_West JPO5490,4,2025-06-24,2025-07-08,2025-08-21,2029-06-17,13040.79,17.92,48,Monthly,Home_Improvement,Female,30-Sep-1995,Single,4,Retail_Trade,61,558.13,1,Vehicle,EcoCash,Midlands SWN1165,1,2025-04-23,2025-04-29,2025-05-24,2028-04-13,912.75,96.06,36,Monthly,Business_Expansion,Female,10-Aug-1964,Married,3,Agriculture,44,114.75,5,None,InnBucks,Mashonaland_Central DTI8446,2,2025-11-05,2025-11-06,2025-12-15,2026-11-01,5191.65,10.29,12,Monthly,Farming_Inputs,Male,22-Jun-1997,Married,4,Informal_Sector,10,417.16,1,Vehicle,Bank_Transfer,Manicaland BSX9409,2,2026-01-31,2026-02-03,2026-03-05,2028-01-24,4905.11,123.0,24,Monthly,,Female,01-Mar-2004,Widowed,0,Transport,21,851.45,1,None,EcoCash,Midlands ILF8133,1,2025-02-24,2025-03-13,2025-04-17,2026-03-08,4141.38,106.41,12,Monthly,Business_Expansion,Female,22-May-1982,Single,4,Agriculture,,409.31,1,Savings,Cash,Mashonaland_West TAP4650,0,2025-03-25,2025-04-02,2025-05-16,2025-09-29,287.24,95.75,6,Monthly,Farming_Inputs,Male,06-May-1992,Divorced,2,Informal_Sector,,36.66,5,Savings,InnBucks,Matabeleland_North NQB1919,3,2025-10-15,2025-11-01,2025-12-03,2027-10-22,3755.1,15.02,24,Monthly,Debt_Consolidation,Male,31-May-1963,Married,0,NGO,117,1058.48,2,Savings,EcoCash,Mashonaland_Central EVN2619,5,2025-06-25,2025-07-14,2025-08-21,2025-10-12,567.67,127.39,3,Monthly,Personal,Male,15-May-1995,Married,,Education,28,394.74,2,None,Bank_Transfer,Masvingo FKO1395,1,2025-04-13,2025-04-15,2025-05-11,2025-10-12,1363.61,10.74,6,Monthly,Business_Expansion,Female,11-Aug-1995,Single,2,Government,62,,0,,Cash,Matabeleland_South KQL9739,1,2025-09-22,2025-10-02,2025-11-01,2026-03-31,7307.9,129.15,6,Monthly,Business_Expansion,Female,01-Aug-1998,Married,3,Construction,79,976.14,0,Vehicle,Bank_Transfer,Harare GTP7103,3,2025-09-12,2025-09-18,2025-10-28,2026-03-17,3675.72,19.53,6,Monthly,Debt_Consolidation,Female,06-Feb-1990,Single,2,Transport,19,663.83,2,Guarantor,EcoCash,Harare FAB5180,4,2026-01-10,2026-01-19,2026-03-01,2027-01-14,10368.5,80.27,12,Monthly,Home_Improvement,Male,11-Sep-1990,Divorced,2,Construction,34,410.23,1,Guarantor,Bank_Transfer,Bulawayo DNG5054,4,2025-12-21,2026-01-04,2026-01-28,2027-06-28,23616.51,15.16,18,Weekly,Equipment,Female,13-Mar-2005,Single,3,Finance,17,957.34,4,Guarantor,EcoCash,Midlands PIV5711,0,2025-06-13,2025-06-27,2025-07-24,2026-06-22,4841.24,97.86,12,Monthly,Rent,Male,12-Nov-1977,Divorced,8,Government,155,689.48,0,Guarantor,Bank_Transfer,Mashonaland_East RDS0818,2,2025-01-02,2025-01-16,2025-02-28,2026-07-10,3410.96,83.0,18,Monthly,Farming_Inputs,Male,03-Mar-1996,Married,6,Retail_Trade,,558.15,2,Guarantor,EcoCash,Mashonaland_Central NVL0735,3,2025-11-11,2025-11-24,2025-12-23,2026-11-19,1865.65,15.58,12,Monthly,Rent,Male,27-Apr-1984,Married,6,Healthcare,49,505.17,2,Guarantor,Bank_Transfer,Mashonaland_East JHS0345,2,2025-11-29,2025-12-19,2026-01-17,2027-12-09,4551.96,95.19,24,Monthly,Farming_Inputs,Female,16-Mar-1991,Married,4,Construction,96,332.35,1,Livestock,Cash,Mashonaland_West AOW0183,2,2025-11-23,2025-11-26,2026-01-04,2027-05-20,1919.09,15.35,18,Weekly,Equipment,Female,24-Dec-1980,Divorced,4,Agriculture,53,251.17,2,Savings,Bank_Transfer,Bulawayo JWB1663,2,2025-12-09,2025-12-22,2026-02-01,2027-12-12,5019.74,13.81,24,Monthly,Farming_Inputs,Male,27-Apr-1996,Married,,Government,112,498.93,0,Property,EcoCash,Mashonaland_West QBI8434,1,2025-03-22,2025-04-10,2025-05-15,2028-03-25,4660.74,86.34,36,Bi-Weekly,Business_Expansion,Female,10-Feb-1986,Married,,Government,148,568.34,2,None,EcoCash,Masvingo YGY5084,0,2026-01-05,2026-01-14,2026-02-10,2027-01-09,4282.35,132.21,12,Bi-Weekly,Equipment,Male,06-Aug-2008,Single,1,Mining,4,1968.8,1,Vehicle,Bank_Transfer,Harare LAJ2381,1,2025-02-12,2025-02-26,2025-03-25,2025-08-25,8378.26,122.7,6,Monthly,Equipment,Male,19-May-1997,Married,3,Agriculture,45,355.1,1,Savings,Bank_Transfer,Masvingo MVQ8426,0,2026-01-13,2026-01-20,2026-03-01,2026-04-20,2098.96,108.07,3,Monthly,Stock_Purchase,Male,26-Jun-1996,Married,0,Retail_Trade,56,629.86,4,None,Bank_Transfer,Mashonaland_West XEU3341,2,2025-03-25,2025-04-10,2025-05-25,2025-10-07,17592.66,85.34,6,Monthly,Working_Capital,Female,10-Mar-1998,Married,4,Telecom,30,1088.34,0,Property,Bank_Transfer,Mashonaland_East WBB7069,0,2025-01-07,2025-01-12,2025-02-17,2027-01-02,2445.14,119.11,24,Monthly,Vehicle,Female,30-Jun-1966,Married,7,Retail_Trade,83,615.2,5,Guarantor,Bank_Transfer,Matabeleland_North HSV9997,0,2025-08-23,2025-08-29,2025-10-08,2025-11-27,2850.6,103.99,3,Bi-Weekly,Rent,Male,28-Nov-1985,Single,1,Education,77,659.84,1,None,EcoCash,Harare HPZ7235,0,2025-08-25,2025-09-11,2025-10-07,2026-09-06,1450.03,149.55,12,Monthly,Working_Capital,Male,08-Apr-1994,Married,1,Informal_Sector,18,321.75,0,Property,EcoCash,Harare LEQ9893,1,2026-02-08,2026-02-22,2026-04-05,2027-08-16,7638.12,89.16,18,Monthly,Business_Expansion,Male,08-Nov-1985,Widowed,8,,43,339.29,0,Vehicle,EcoCash,Mashonaland_West SRX0685,3,2025-07-03,2025-07-06,2025-08-18,2026-12-28,631.91,19.33,18,Monthly,Rent,Female,17-Jun-2001,Divorced,5,Informal_Sector,4,314.59,0,None,Cash,Masvingo TJE0525,4,2025-12-12,2026-01-02,2026-02-10,2026-12-28,4975.7,16.94,12,Weekly,Home_Improvement,Male,25-Feb-1992,Married,1,Informal_Sector,20,177.53,2,Savings,InnBucks,Bulawayo CBV9705,3,2025-09-09,2025-09-10,2025-10-12,2026-09-05,575.7,14.3,12,Monthly,Medical,Male,02-Jan-1996,Single,2,Informal_Sector,7,137.84,2,None,EcoCash,Masvingo NFH7701,2,2025-06-06,2025-06-26,2025-08-04,2026-03-23,3650.42,14.86,9,Monthly,Livestock,Female,25-Nov-1977,Married,4,Informal_Sector,11,430.62,3,Guarantor,Bank_Transfer,Harare MRJ7981,1,2025-03-23,2025-04-12,2025-05-17,2027-04-02,6339.32,110.12,24,Monthly,Equipment,Female,11-Dec-1987,,,Construction,26,505.22,2,Livestock,EcoCash,Midlands LRQ4994,3,2026-02-18,2026-02-25,2026-04-10,2028-02-15,2001.99,16.23,24,Monthly,Medical,Male,21-May-1967,Married,4,Construction,158,445.58,2,None,Bank_Transfer,Midlands TPZ2644,2,2025-07-26,2025-08-16,2025-09-16,2026-02-12,2050.66,135.61,6,Monthly,Farming_Inputs,Female,07-Nov-1992,Married,4,Informal_Sector,46,397.51,2,,EcoCash,Mashonaland_Central DPE2366,2,2025-05-19,2025-05-31,2025-07-08,2025-11-27,5232.26,13.33,6,Monthly,Working_Capital,Male,27-Nov-1972,Married,5,Mining,96,521.6,3,None,Cash,Manicaland GSL8285,1,2025-04-13,2025-04-20,2025-05-17,2028-04-04,14041.06,112.33,36,Monthly,Business_Expansion,Male,26-Nov-1982,Divorced,5,,80,630.48,1,Property,InnBucks,Matabeleland_South ASE9553,0,2025-01-28,2025-02-16,2025-03-28,2026-08-10,576.36,140.78,18,Weekly,Working_Capital,Male,17-Feb-1983,Single,3,Agriculture,40,110.62,0,Guarantor,InnBucks,Harare GCQ4270,1,2025-12-14,2025-12-15,2026-01-21,2027-06-08,7956.59,111.38,18,Monthly,Business_Expansion,Female,30-Oct-1966,Married,7,Government,15,444.46,1,Guarantor,EcoCash,Mashonaland_West JOI9750,3,2026-01-12,2026-01-21,2026-02-21,2027-01-16,2668.41,13.99,12,Monthly,School_Fees,Female,24-Nov-1996,Single,2,Government,29,646.95,1,Guarantor,OneMoney,Mashonaland_East UTD0147,1,2026-01-21,2026-01-30,2026-03-03,2027-01-25,2493.23,14.05,12,Monthly,Equipment,Male,26-Jul-1966,Widowed,5,Retail_Trade,77,426.7,1,None,Bank_Transfer,Harare KZW1095,0,2025-12-31,2026-01-13,2026-02-13,2026-04-13,1301.24,91.8,3,Monthly,Home_Improvement,Male,03-Nov-1984,Divorced,2,Agriculture,14,408.92,0,Savings,Cash,Manicaland GSL0577,5,2025-11-07,2025-11-22,2025-12-19,2026-02-20,82.43,171.26,3,Weekly,Funeral,Male,07-Aug-1997,Single,3,Agriculture,48,85.07,2,None,EcoCash,Harare OTP1368,1,2025-09-02,2025-09-08,2025-10-14,2026-03-07,4977.14,125.35,6,Bi-Weekly,Equipment,Male,04-Jan-1970,Married,1,Informal_Sector,14,261.86,2,,OneMoney,Mashonaland_West JHZ6457,1,2025-05-27,2025-05-28,2025-07-08,2027-05-18,2937.1,122.93,24,Monthly,Business_Expansion,Male,31-Jan-1980,Married,5,Healthcare,116,359.29,0,Guarantor,EcoCash,Harare MKI6175,2,2025-05-30,2025-06-09,2025-07-15,2026-03-06,2145.05,120.1,9,Monthly,Working_Capital,Female,18-Mar-1991,Widowed,4,Informal_Sector,20,241.31,0,Livestock,InnBucks,Manicaland GTG8406,4,2025-04-10,2025-04-11,2025-05-18,2027-04-01,8237.6,90.51,24,Monthly,Home_Improvement,Male,12-Jun-1974,Married,3,Informal_Sector,44,248.11,0,Guarantor,Cash,Manicaland VZP1954,1,2025-10-02,2025-10-19,2025-11-21,2027-10-09,15020.58,137.71,24,Monthly,Business_Expansion,Male,02-Feb-1982,Married,5,Construction,32,725.68,6,Guarantor,EcoCash,Harare LES8781,1,2025-09-03,2025-09-17,2025-10-24,2028-09-01,4556.88,94.73,36,Weekly,Business_Expansion,Male,08-Jan-2001,Married,,Retail_Trade,16,493.02,0,Vehicle,Cash,Manicaland PCF0526,4,2025-12-10,2025-12-18,2026-01-22,2027-06-11,8174.07,90.62,18,Monthly,Equipment,Male,17-Apr-1977,Married,2,Retail_Trade,112,359.39,2,Savings,InnBucks,Matabeleland_South WPW2050,5,2025-02-03,2025-02-24,2025-03-21,2025-03-26,626.36,136.16,1,Monthly,Rent,Female,09-Apr-1968,Married,2,Mining,81,692.78,1,None,EcoCash,Masvingo DTH9411,0,2025-03-16,2025-03-18,2025-05-01,2027-03-08,1327.92,145.43,24,Monthly,Livestock,Female,13-Nov-1979,Married,1,Agriculture,52,233.63,0,None,Cash,Midlands YBA7820,5,2026-01-06,2026-01-15,2026-02-10,2026-04-15,786.76,144.93,3,Monthly,Medical,Male,23-Oct-2004,Widowed,0,Healthcare,2,440.07,3,Vehicle,EcoCash,Harare VSR8739,1,2025-10-01,2025-10-12,2025-11-17,2026-04-10,2713.58,16.3,6,Monthly,Business_Expansion,Female,25-Aug-1992,Married,2,Informal_Sector,53,240.03,2,None,EcoCash,Manicaland OOR8305,3,2026-01-22,2026-01-29,2026-03-10,2026-07-28,424.82,15.72,6,Monthly,School_Fees,Male,18-Apr-1967,Widowed,7,Informal_Sector,42,133.02,0,None,EcoCash,Masvingo KDF3451,0,2025-04-20,2025-05-08,2025-06-20,2026-05-03,1110.98,119.79,12,Monthly,Equipment,Female,20-Aug-1992,Married,5,Retail_Trade,133,394.85,0,Savings,OneMoney,Mashonaland_East HRS7842,0,2025-11-26,2025-12-10,2026-01-18,2026-12-05,1190.21,93.34,12,Monthly,,,21-Feb-1986,Married,4,Agriculture,40,358.58,0,Vehicle,EcoCash,Mashonaland_West XZU3965,0,2025-05-12,2025-06-02,2025-07-14,2026-05-28,3662.45,115.02,12,Monthly,School_Fees,Female,09-Apr-1969,Widowed,5,Manufacturing,79,445.4,1,None,InnBucks,Harare NWL3338,2,2025-02-13,2025-02-21,2025-03-21,2026-02-16,19537.21,71.93,12,Monthly,Livestock,Male,07-Jan-1964,Married,6,Telecom,61,2459.73,0,None,Cash,Midlands GWS6777,0,2025-07-03,2025-07-15,2025-08-25,2027-07-05,7802.5,138.82,24,Monthly,Debt_Consolidation,Female,26-Nov-1993,Single,5,NGO,37,1225.52,2,Savings,InnBucks,Mashonaland_West PWO4056,0,2025-03-21,2025-04-10,2025-05-25,2027-03-31,1147.19,16.65,24,Monthly,Rent,Male,05-Aug-1982,Married,1,,34,328.36,0,Guarantor,EcoCash,Manicaland XRN4973,0,2025-07-19,2025-08-03,2025-08-28,2026-07-29,2375.8,138.48,12,Monthly,Stock_Purchase,Female,18-Sep-1970,Married,3,Government,148,497.1,1,Savings,Bank_Transfer,Harare EJB1687,3,2025-01-15,2025-01-27,2025-02-27,2027-01-17,660.97,16.05,24,Bi-Weekly,School_Fees,Male,06-Feb-1965,Single,6,Informal_Sector,15,325.38,1,Guarantor,EcoCash,Manicaland BUT3103,0,2025-11-07,2025-11-21,2025-12-23,2026-05-20,1422.98,123.59,6,Monthly,Rent,Female,24-Oct-1974,Married,4,Construction,77,700.71,0,Guarantor,Bank_Transfer,Bulawayo WQW1045,2,2025-06-25,2025-07-12,2025-08-07,2027-01-03,9795.46,105.4,18,Monthly,Livestock,Female,16-Feb-1995,Married,4,NGO,32,,2,Livestock,EcoCash,Harare MDG3445,0,2025-11-01,2025-11-02,2025-12-15,2026-10-28,12908.47,18.27,12,Monthly,Wedding,Female,26-Dec-2002,Single,0,Finance,,2486.84,1,,InnBucks,Manicaland XUJ0717,3,2025-07-30,2025-08-06,2025-09-09,2026-02-02,966.49,11.59,6,Bi-Weekly,Debt_Consolidation,Female,23-Apr-2005,Married,1,Informal_Sector,17,431.05,2,Vehicle,Bank_Transfer,Harare HXD0371,2,2025-07-22,2025-07-26,2025-09-08,2026-01-22,2275.27,102.64,6,Monthly,Equipment,Male,27-Jul-1968,Married,3,Government,132,525.11,7,Livestock,OneMoney,Masvingo FGD6466,1,2025-11-07,2025-11-12,2025-12-23,2026-05-11,13504.11,133.15,6,Monthly,Stock_Purchase,Female,24-Nov-1970,Married,6,Finance,70,1565.27,4,Property,Bank_Transfer,Midlands YZW8155,0,2025-01-13,2025-01-22,2025-02-17,2025-07-21,2238.0,18.74,6,Monthly,Equipment,Female,27-Jan-1965,Married,1,Finance,57,896.47,1,None,InnBucks,Manicaland YSW6454,1,2025-07-31,2025-08-14,2025-09-11,2026-02-10,5075.41,13.81,6,Bi-Weekly,Business_Expansion,Male,07-Jul-1986,Married,3,Agriculture,39,359.64,0,Vehicle,Bank_Transfer,Harare XRS1062,0,2024-12-19,2025-01-06,2025-02-05,2025-07-05,1292.02,,6,Monthly,Business_Expansion,Male,07-Nov-1982,Married,6,Mining,,,4,Vehicle,Cash,Matabeleland_South SBK5282,1,2025-01-01,2025-01-03,2025-02-09,2026-06-27,637.99,96.53,18,Monthly,Business_Expansion,Female,08-Jul-1968,Married,2,Agriculture,45,100.88,2,Vehicle,OneMoney,Midlands UMT8393,1,2025-08-28,2025-09-11,2025-10-07,2028-08-26,3925.19,11.9,36,Monthly,Working_Capital,Male,09-Aug-1982,Married,,Education,167,626.21,1,None,InnBucks,Midlands MLC7262,0,2024-12-28,2025-01-02,2025-02-03,2026-12-23,1624.33,148.01,24,Bi-Weekly,Medical,Female,04-Apr-1980,Married,6,Retail_Trade,19,199.59,4,,Cash,Matabeleland_South CHE7839,3,2025-05-06,2025-05-22,2025-06-18,2026-05-17,707.7,15.24,12,Monthly,Debt_Consolidation,Male,05-May-1976,Married,5,Agriculture,97,178.92,2,None,Bank_Transfer,Bulawayo ENK0333,0,2025-08-20,2025-08-29,2025-10-01,2026-08-24,1639.49,128.61,12,Monthly,Personal,Male,18-May-1984,Widowed,3,Manufacturing,115,325.32,0,Vehicle,Cash,Harare WGN8449,1,2026-02-12,2026-02-25,2026-03-24,2027-02-20,5330.05,89.54,12,Monthly,Business_Expansion,Male,26-Jan-1992,Married,2,NGO,73,891.78,2,Property,Bank_Transfer,Mashonaland_West FAM3458,3,2025-01-31,2025-02-15,2025-03-13,2026-08-09,2165.02,11.96,18,Monthly,Personal,Male,18-Feb-1995,Divorced,2,Government,67,,0,None,Bank_Transfer,Harare LIJ4989,0,2025-11-05,2025-11-11,2025-12-10,2026-02-09,922.27,163.09,3,Monthly,Home_Improvement,Female,10-Sep-1966,Married,6,Informal_Sector,26,187.65,1,,Bank_Transfer,Matabeleland_North WCJ1614,0,2025-02-01,2025-02-03,2025-03-16,2025-08-02,3254.43,14.91,6,Monthly,Working_Capital,Male,14-Oct-1994,Married,1,Education,61,466.93,2,Savings,EcoCash,Harare LCJ0354,3,2025-07-09,2025-07-24,2025-08-18,2026-01-20,646.61,13.52,6,Weekly,Rent,Male,09-Feb-2001,Married,2,Agriculture,9,189.54,0,Guarantor,Cash,Mashonaland_Central MAS7337,4,2025-11-10,2025-11-11,2025-12-23,2028-10-26,10544.26,20.53,36,Bi-Weekly,Vehicle,Male,14-Dec-1968,Married,5,Agriculture,143,415.02,6,Property,Cash,Masvingo WMR6816,3,2025-10-01,2025-10-07,2025-11-10,2026-10-02,4709.94,12.15,12,Monthly,Rent,Male,09-Nov-1996,Married,4,Mining,49,1798.98,1,Guarantor,Bank_Transfer,Mashonaland_West QPD3244,2,2025-10-05,2025-10-26,2025-11-20,2027-10-16,4204.98,104.02,24,Monthly,Farming_Inputs,Male,14-Apr-1979,Married,3,Transport,,275.12,1,Savings,EcoCash,Harare DYR2618,1,2026-02-18,2026-02-20,2026-03-23,2027-02-15,7095.0,118.63,12,Monthly,Equipment,Male,03-Jul-1972,Married,,Transport,139,571.55,3,Livestock,Bank_Transfer,Harare LZY6766,4,2024-12-23,2025-01-11,2025-02-11,2026-01-06,5620.12,19.38,12,Bi-Weekly,Vehicle,Male,04-Feb-1985,Divorced,,,111,,2,Property,OneMoney,Harare XPA5745,4,2026-01-21,2026-01-30,2026-02-26,2028-01-20,11583.02,15.78,24,Bi-Weekly,Equipment,,27-Mar-1983,Married,2,Healthcare,175,543.16,0,Property,EcoCash,Mashonaland_Central OHE1207,1,2025-07-20,2025-07-24,2025-08-25,2027-07-14,1924.9,100.89,24,Monthly,Business_Expansion,Male,01-Jul-1994,Married,2,Informal_Sector,53,137.32,4,Livestock,EcoCash,Bulawayo GMB5921,1,2025-03-25,2025-04-12,2025-05-25,2027-04-02,6574.21,121.87,24,Monthly,Equipment,Male,03-Aug-1965,Widowed,5,Informal_Sector,19,340.84,2,None,Cash,Mashonaland_West PUN6155,4,2025-10-11,2025-10-21,2025-11-28,2027-04-14,8909.83,119.46,18,Bi-Weekly,Home_Improvement,Male,07-May-1991,Single,0,Telecom,93,754.71,1,Savings,Bank_Transfer,Harare UWY5599,0,2025-12-16,2026-01-04,2026-02-06,2026-07-03,1185.01,91.43,6,Monthly,Rent,Female,03-Sep-1969,Divorced,1,Informal_Sector,5,216.33,2,Vehicle,Bank_Transfer,Harare BZP2422,0,2025-07-23,2025-08-09,2025-09-07,2025-11-07,1413.0,15.83,3,Weekly,Home_Improvement,Male,03-Mar-1988,Married,2,Informal_Sector,44,369.62,1,None,EcoCash,Mashonaland_East BFA6296,0,2026-01-03,2026-01-09,2026-02-23,2026-04-09,1022.7,18.17,3,Bi-Weekly,Wedding,Male,29-Mar-1971,Divorced,5,,121,157.63,0,None,Bank_Transfer,Matabeleland_South FOC9534,1,2025-08-12,2025-08-17,2025-09-12,2026-02-13,1824.85,14.2,6,Monthly,Equipment,Female,30-Jul-1996,,3,Agriculture,119,115.61,0,None,Bank_Transfer,Mashonaland_East NIT3559,0,2025-11-16,2025-11-25,2025-12-22,2026-02-23,3063.96,15.76,3,Monthly,Equipment,Female,13-Apr-2005,Single,1,Retail_Trade,8,623.91,2,None,EcoCash,Harare QWM8810,3,2025-12-16,2025-12-18,2026-01-27,2027-06-11,1111.53,15.09,18,Monthly,Debt_Consolidation,Female,25-Nov-1982,Married,5,Education,114,479.14,0,None,Cash,Midlands XUO7622,0,2025-02-26,2025-03-10,2025-04-15,2026-03-05,1284.67,93.67,12,Monthly,Medical,Male,06-Feb-1993,Single,,Retail_Trade,18,562.01,0,Guarantor,Bank_Transfer,Harare ZYR6469,1,2025-03-21,2025-03-24,2025-05-07,2025-09-20,2742.51,12.89,6,Monthly,Business_Expansion,Male,09-Sep-1986,Married,3,Mining,129,437.02,3,None,Bank_Transfer,Bulawayo FQV3213,0,2025-01-21,2025-02-05,2025-03-07,2025-05-06,5242.58,140.42,3,Weekly,Rent,Male,11-Oct-1991,Single,4,Manufacturing,95,1015.06,2,,Bank_Transfer,Harare HMI8445,3,2025-02-27,2025-03-06,2025-04-16,2026-08-28,1041.09,18.81,18,Weekly,Personal,Male,15-May-2002,Widowed,1,Manufacturing,9,410.53,3,Savings,Bank_Transfer,Matabeleland_North VSX6822,1,2025-10-06,2025-10-21,2025-12-01,2027-04-14,2663.91,113.02,18,Monthly,Equipment,Female,27-Aug-1963,Single,4,Agriculture,104,143.13,2,None,Bank_Transfer,Harare CUD3348,0,2025-04-10,2025-04-28,2025-05-28,2026-10-20,4549.24,16.27,18,Monthly,Home_Improvement,Male,06-Aug-1977,Single,5,Mining,142,1321.64,2,Vehicle,Bank_Transfer,Mashonaland_West OPN2109,5,2025-03-27,2025-04-07,2025-05-15,2025-07-06,480.9,123.99,3,Weekly,Personal,Male,07-Aug-1996,Widowed,0,Retail_Trade,35,232.18,0,Vehicle,EcoCash,Harare NQD6519,5,2025-08-28,2025-09-06,2025-10-01,2025-10-06,313.45,110.71,1,Monthly,Rent,Male,10-Jun-1965,Divorced,2,Retail_Trade,129,243.76,1,,Cash,Harare EAH9489,1,2026-01-04,2026-01-25,2026-02-27,2027-01-20,6248.84,122.5,12,Monthly,Working_Capital,Male,17-Jun-1994,Married,3,Education,84,461.21,6,Guarantor,Cash,Matabeleland_North PUT4775,0,2025-08-01,2025-08-11,2025-09-21,2026-08-06,6878.06,88.32,12,Monthly,Stock_Purchase,Male,21-Jan-1992,Married,2,Government,86,903.15,0,None,EcoCash,Manicaland DQA2691,2,2025-10-07,2025-10-18,2025-11-12,2027-10-08,2310.23,17.65,24,Monthly,Farming_Inputs,Male,18-Nov-1989,Divorced,3,Agriculture,49,246.77,0,Livestock,InnBucks,Mashonaland_East MXS8930,0,2025-05-10,2025-05-15,2025-06-16,2025-11-11,2557.02,14.13,6,Monthly,Rent,Female,21-Dec-1966,Divorced,2,Informal_Sector,40,364.16,8,,EcoCash,Midlands GGJ4008,2,2025-04-27,2025-05-10,2025-06-24,2025-11-06,4571.55,130.72,6,Bi-Weekly,Livestock,Male,08-Dec-1991,Single,1,Informal_Sector,33,357.23,2,None,Bank_Transfer,Harare MKH2409,3,2025-11-13,2025-11-24,2025-12-24,2027-05-18,1834.55,12.54,18,Monthly,Debt_Consolidation,Female,18-Jun-1995,Single,0,,32,829.45,1,Guarantor,Bank_Transfer,Harare UOZ4237,0,2025-12-02,2025-12-21,2026-01-23,2026-06-19,768.19,130.09,6,Monthly,School_Fees,Female,15-Jul-1998,Married,3,Agriculture,16,135.85,0,,EcoCash,Midlands DSH0462,5,2025-01-18,2025-02-08,2025-03-09,2025-04-09,309.5,151.09,2,Bi-Weekly,Medical,Female,07-Feb-1966,Widowed,5,Agriculture,45,490.29,1,Property,InnBucks,Midlands PPZ1079,1,2025-05-09,2025-05-19,2025-06-20,2025-11-15,2701.68,93.18,6,Monthly,Business_Expansion,Female,13-Mar-1994,Single,5,Informal_Sector,2,203.35,4,Vehicle,Cash,Mashonaland_Central YUO8157,2,2025-08-27,2025-09-11,2025-10-07,2026-06-08,1570.86,94.15,9,Monthly,Farming_Inputs,Male,30-Nov-1995,,2,Agriculture,57,190.61,3,Guarantor,Bank_Transfer,Harare EVN8189,4,2025-12-05,2025-12-10,2026-01-22,2029-11-19,12737.25,16.32,48,Monthly,Equipment,Male,08-Jun-1997,Single,5,Informal_Sector,10,498.28,4,Vehicle,EcoCash,Mashonaland_Central BJR1526,1,2025-01-19,2025-02-09,2025-03-08,2026-08-03,13124.15,122.23,18,Monthly,Working_Capital,Male,09-Mar-1986,Married,1,Transport,,848.56,4,Property,EcoCash,Mashonaland_West ZHB8179,2,2025-08-30,2025-09-13,2025-10-17,2026-09-08,1146.8,101.18,12,Monthly,Livestock,Male,04-May-1995,Married,4,Informal_Sector,9,171.25,0,Livestock,EcoCash,Harare ZLR5824,1,2025-07-04,2025-07-05,2025-08-05,2027-06-25,5362.41,15.86,24,Monthly,Business_Expansion,Female,04-Apr-2000,Single,3,Transport,25,351.69,2,Property,Bank_Transfer,Midlands CFC2212,2,2025-07-19,2025-07-26,2025-09-07,2026-07-21,1805.99,11.81,12,Bi-Weekly,Equipment,Female,07-Feb-1995,Single,1,Informal_Sector,40,356.13,4,Livestock,EcoCash,Manicaland MTE3132,2,2025-01-29,2025-02-13,2025-03-20,2025-11-10,4320.32,98.03,9,Monthly,Working_Capital,Male,01-Jan-1989,Divorced,1,Construction,40,,2,Vehicle,EcoCash,Harare RUD7931,1,2025-11-22,2025-12-06,2026-01-09,2026-12-01,20807.08,99.34,12,Bi-Weekly,Working_Capital,Female,14-Mar-1971,Widowed,5,Retail_Trade,87,821.15,0,Vehicle,Bank_Transfer,Harare ZOJ5082,3,2025-02-22,2025-03-05,2025-04-15,2027-02-23,3049.95,17.52,24,Monthly,Rent,Male,08-Nov-1988,Married,3,Manufacturing,98,945.78,2,Guarantor,InnBucks,Mashonaland_West VQD3919,1,2025-09-09,2025-09-11,2025-10-21,2028-08-26,2938.39,13.69,36,Weekly,Business_Expansion,Male,29-May-1991,Married,,Government,67,302.64,0,None,Bank_Transfer,Mashonaland_Central EFW1850,0,2025-03-18,2025-03-28,2025-04-26,2025-09-24,1505.92,107.61,6,Monthly,Wedding,Male,30-May-1996,Married,5,Transport,19,547.55,0,Savings,Bank_Transfer,Mashonaland_Central BWX5427,1,2025-03-28,2025-04-01,2025-04-26,2026-09-23,11261.96,,18,Monthly,Equipment,Female,30-May-1983,Married,6,Finance,150,683.91,1,None,InnBucks,Mashonaland_West KCJ9813,0,2025-05-27,2025-06-09,2025-07-24,2025-09-07,7169.08,114.04,3,Monthly,Wedding,Female,21-Nov-1997,Married,1,NGO,,1112.56,1,,Bank_Transfer,Harare WHY7887,4,2025-06-05,2025-06-23,2025-08-01,2028-06-07,6838.78,82.01,36,Monthly,Vehicle,Female,15-Sep-1994,Single,2,Informal_Sector,26,,0,Livestock,Bank_Transfer,Harare LIJ6032,3,2025-04-07,2025-04-21,2025-05-28,2026-04-16,403.96,17.75,12,Monthly,Personal,Male,18-Jul-1991,Married,3,Mining,92,289.42,2,None,Cash,Manicaland YKE3129,4,2025-12-22,2025-12-28,2026-02-04,2028-12-12,4927.64,15.91,36,Monthly,Home_Improvement,Male,16-Mar-2000,Married,1,Agriculture,29,357.84,3,Savings,OneMoney,Harare XNC4926,1,2025-11-21,2025-12-11,2026-01-20,2026-12-06,6608.52,121.39,12,Monthly,Business_Expansion,Male,16-May-1990,Single,4,Education,64,887.61,5,Guarantor,EcoCash,Manicaland ZVN8083,3,2025-12-20,2025-12-27,2026-02-07,2026-12-22,942.18,12.71,12,Monthly,Personal,,12-Jan-1976,Single,2,Manufacturing,22,175.69,2,None,Cash,Manicaland FHS7261,0,2025-11-23,2025-12-04,2026-01-12,2026-06-02,821.69,124.47,6,Monthly,,Female,02-Nov-2005,Single,0,Informal_Sector,22,343.58,2,Vehicle,OneMoney,Manicaland JCH6559,3,2025-10-18,2025-11-06,2025-12-04,2026-05-05,2371.74,15.59,6,Monthly,Debt_Consolidation,Male,06-Jun-1967,Married,,Government,64,818.35,6,Guarantor,Bank_Transfer,Mashonaland_West XSV3662,3,2025-05-28,2025-05-30,2025-06-28,2025-11-26,2263.41,16.18,6,Monthly,,Male,22-Oct-1995,Single,1,,30,792.81,0,Guarantor,EcoCash,Harare OFE0816,3,2025-09-19,2025-10-04,2025-10-28,2027-09-24,570.68,112.22,24,Weekly,Debt_Consolidation,Male,10-Jul-1984,Widowed,1,Education,80,316.79,4,None,Bank_Transfer,Harare MZK6467,0,2026-01-03,2026-01-05,2026-02-07,2026-12-31,7764.71,18.27,12,Monthly,Working_Capital,Female,07-Oct-1976,Married,,Construction,91,965.99,0,None,EcoCash,Harare WKI8810,1,2025-04-24,2025-05-10,2025-06-24,2026-05-05,8025.54,126.24,12,Weekly,Business_Expansion,Male,07-Feb-1993,Married,,Informal_Sector,26,522.04,1,Vehicle,Cash,Bulawayo QZY3155,5,2025-12-27,2025-12-31,2026-02-14,2026-03-31,666.88,147.53,3,Monthly,Rent,Male,04-Jul-1982,Married,3,Retail_Trade,41,773.22,1,,EcoCash,Mashonaland_East ZGQ3169,2,2024-12-17,2025-01-07,2025-02-17,2025-07-06,1601.72,96.29,6,Monthly,Farming_Inputs,Male,01-Feb-1970,Married,4,Agriculture,,112.27,3,Livestock,Cash,Masvingo BSK8553,1,2025-05-31,2025-06-03,2025-07-14,2025-11-30,17013.73,13.47,6,Monthly,Equipment,Male,14-Feb-1995,Divorced,2,Mining,,904.42,1,Property,Cash,Masvingo DPI5831,2,2025-09-01,2025-09-14,2025-10-21,2026-06-11,2270.91,99.06,9,Monthly,Equipment,Male,30-Mar-1999,Married,0,Agriculture,8,344.14,0,Guarantor,Bank_Transfer,Mashonaland_West DAN7614,2,2025-05-12,2025-05-16,2025-06-14,2025-11-12,4601.89,89.34,6,Monthly,Equipment,Female,01-May-1995,,1,Telecom,81,,2,Property,Cash,Manicaland MHS4201,0,2025-03-11,2025-03-18,2025-04-18,2025-09-14,2232.53,155.52,6,Bi-Weekly,Home_Improvement,Male,24-Jun-1965,Married,2,,48,361.86,0,Vehicle,EcoCash,Harare LBN7990,0,2025-09-29,2025-10-15,2025-11-13,2027-04-08,3321.95,16.06,18,Monthly,Medical,Female,09-Jan-1974,Married,4,Government,88,668.9,1,Savings,OneMoney,Mashonaland_West ZEW3244,1,2025-06-01,2025-06-19,2025-07-18,2026-12-11,23409.56,99.72,18,Monthly,Business_Expansion,Female,28-Oct-1989,Married,4,Finance,66,1670.75,1,Vehicle,InnBucks,Mashonaland_West GVI6361,3,2025-09-07,2025-09-09,2025-10-23,2026-03-08,2748.09,13.09,6,Monthly,School_Fees,Male,16-Dec-1971,Married,3,Government,175,,0,None,Cash,Masvingo SUU7959,0,2025-03-08,2025-03-14,2025-04-28,2026-03-09,2190.61,16.36,12,Weekly,Farming_Inputs,Male,18-Dec-1990,Married,2,Education,48,349.96,1,,Bank_Transfer,Bulawayo KJY0103,3,2025-04-24,2025-04-27,2025-06-04,2027-04-17,575.77,68.99,24,Monthly,Rent,Female,29-Aug-1983,Married,3,Construction,28,302.76,3,Guarantor,EcoCash,Manicaland LSI9574,0,2025-05-16,2025-06-05,2025-07-17,2026-05-31,3134.45,16.05,12,Monthly,Vehicle,Female,15-Dec-1975,Married,2,NGO,124,1043.23,5,Guarantor,InnBucks,Harare UUI4640,0,2025-01-02,2025-01-13,2025-02-19,2025-04-13,1208.63,146.68,3,Monthly,Business_Expansion,Female,14-Sep-1959,,6,Agriculture,8,275.49,1,,EcoCash,Bulawayo APN0763,2,2025-11-04,2025-11-23,2025-12-28,2027-11-13,12235.21,81.32,24,Bi-Weekly,Farming_Inputs,Female,09-May-1979,Married,2,Mining,72,853.14,1,Guarantor,Bank_Transfer,Mashonaland_East HTC6582,3,2025-02-03,2025-02-18,2025-03-28,2025-08-17,520.11,14.01,6,Bi-Weekly,Personal,Female,03-Mar-1995,Single,2,Agriculture,87,,8,None,Cash,Matabeleland_North LRJ2531,0,2025-03-13,2025-03-25,2025-04-28,2025-09-21,994.39,15.8,6,Weekly,School_Fees,Male,22-Jul-2008,Single,1,Agriculture,1,175.45,0,Savings,EcoCash,Manicaland RCX0166,0,2024-12-15,2025-01-03,2025-01-28,2025-12-29,860.64,,12,Monthly,School_Fees,Male,13-Jul-2003,Single,1,Informal_Sector,,199.66,1,Property,Bank_Transfer,Mashonaland_East WLS1334,0,2025-02-05,2025-02-07,2025-03-21,2026-08-01,1060.35,128.96,18,Monthly,Vehicle,Male,18-Oct-1980,Married,2,Manufacturing,3,423.82,0,None,Bank_Transfer,Manicaland GHU5711,2,2025-02-26,2025-03-06,2025-04-19,2026-08-28,2627.62,106.11,18,Monthly,Equipment,Female,25-Jul-1989,Married,4,Agriculture,59,149.9,3,Property,Bank_Transfer,Bulawayo GXN6885,4,2025-05-16,2025-05-18,2025-06-14,2028-05-02,5947.64,14.0,36,Monthly,Home_Improvement,Female,25-Aug-1984,Single,1,,127,242.38,2,Property,Cash,Masvingo SUL0918,3,2025-10-19,2025-11-05,2025-12-04,2027-10-26,1711.6,10.54,24,Weekly,School_Fees,Female,24-May-1987,Single,3,Agriculture,163,362.96,3,Savings,InnBucks,Mashonaland_Central WUB3727,1,2025-04-11,2025-04-20,2025-05-27,2028-04-04,7173.77,135.35,36,Monthly,Stock_Purchase,Female,16-Apr-1978,Single,4,Mining,54,534.14,2,Vehicle,Bank_Transfer,Mashonaland_West RTU6031,0,2025-04-29,2025-05-17,2025-06-13,2025-11-13,589.17,16.05,6,Monthly,Rent,Female,07-Apr-1991,Married,2,Informal_Sector,24,278.65,2,None,EcoCash,Bulawayo MOQ2182,5,2025-07-25,2025-07-31,2025-08-28,2025-10-29,883.25,124.16,3,Monthly,Personal,Female,24-Jan-2006,Single,0,Telecom,7,657.76,2,Livestock,Bank_Transfer,Masvingo SKU1753,3,2025-10-06,2025-10-08,2025-11-02,2027-09-28,2074.28,61.24,24,Monthly,Personal,Female,16-May-1993,Married,,,105,632.48,0,,OneMoney,Matabeleland_South CYF7753,1,2025-04-10,2025-04-13,2025-05-14,2025-10-10,5523.45,13.81,6,Monthly,Working_Capital,Female,07-Mar-1972,Married,5,Informal_Sector,39,456.63,1,Guarantor,EcoCash,Midlands TPW5388,1,2025-02-04,2025-02-05,2025-03-09,2026-07-30,4797.43,13.04,18,Monthly,Working_Capital,Male,05-Feb-1977,Married,0,Informal_Sector,34,452.47,5,Guarantor,EcoCash,Matabeleland_South BNS2586,5,2025-10-03,2025-10-19,2025-11-13,2025-11-18,711.98,192.14,1,Bi-Weekly,Medical,Male,25-Sep-1983,Single,5,Construction,51,307.43,6,Property,Bank_Transfer,Harare KEN2166,3,2025-02-02,2025-02-23,2025-03-23,2025-08-22,8594.42,14.53,6,Monthly,Personal,Male,28-Apr-1995,Single,0,Finance,,1893.56,1,None,OneMoney,Midlands OCJ6547,4,2025-08-18,2025-09-02,2025-10-11,2028-08-17,4374.41,16.29,36,Monthly,Home_Improvement,Male,23-Sep-1974,Married,6,Agriculture,64,315.97,1,None,Bank_Transfer,Harare NJP2923,4,2025-03-30,2025-04-17,2025-05-28,2028-04-01,7074.52,14.44,36,Monthly,Vehicle,Female,21-Mar-1999,Married,0,Transport,15,,2,Livestock,OneMoney,Mashonaland_East ZQV2760,1,2025-07-05,2025-07-24,2025-08-28,2026-01-20,5788.29,113.14,6,Monthly,Business_Expansion,Female,02-Jan-1997,Single,,Mining,46,603.98,4,Property,Bank_Transfer,Bulawayo VWU6539,1,2025-05-01,2025-05-21,2025-06-28,2026-05-16,5305.02,126.3,12,Monthly,Equipment,Female,02-Jun-1999,Single,4,Education,18,443.27,0,None,EcoCash,Manicaland FHB5662,1,2025-08-05,2025-08-24,2025-09-25,2026-08-19,9524.08,115.67,12,Monthly,Working_Capital,Female,13-Dec-1977,Single,3,Manufacturing,34,591.66,5,Property,Cash,Harare FLJ5568,2,2026-01-26,2026-02-08,2026-03-20,2027-08-02,3875.62,12.05,18,Bi-Weekly,Farming_Inputs,Female,14-Jul-1987,Married,2,Construction,150,362.27,0,Property,Bank_Transfer,Harare NYZ3610,0,2026-01-08,2026-01-11,2026-02-06,2026-04-11,1369.77,128.07,3,Bi-Weekly,Vehicle,Male,26-Mar-1979,Married,4,Agriculture,92,,2,None,EcoCash,Matabeleland_South XBS0822,1,2025-04-24,2025-05-04,2025-06-04,2026-10-26,1614.08,103.4,18,Bi-Weekly,Stock_Purchase,Male,19-Jan-1970,Married,3,Agriculture,94,125.94,2,None,EcoCash,Mashonaland_West CBC1282,1,2025-11-18,2025-12-08,2026-01-12,2027-06-01,5286.94,111.69,18,Monthly,Working_Capital,Female,13-Nov-1965,,8,Informal_Sector,42,,2,Property,OneMoney,Mashonaland_Central RJE0984,0,2025-05-02,2025-05-22,2025-06-26,2025-11-18,1536.21,118.36,6,Weekly,Vehicle,Male,28-Nov-1978,Married,3,Agriculture,52,154.7,0,,EcoCash,Manicaland EGL3373,4,2025-01-03,2025-01-17,2025-02-11,2028-01-02,6911.34,93.62,36,Monthly,Home_Improvement,Male,21-Aug-1973,Married,5,Informal_Sector,25,296.46,4,Property,InnBucks,Manicaland ACY6703,5,2025-08-06,2025-08-15,2025-09-21,2025-10-14,404.24,,2,Monthly,Personal,Male,04-Mar-2007,Single,0,Informal_Sector,4,,0,None,EcoCash,Midlands RYV5129,4,2025-04-26,2025-05-06,2025-06-08,2026-05-01,15300.47,17.56,12,Monthly,Vehicle,Male,06-Sep-2000,Single,1,NGO,9,1458.37,1,Vehicle,Cash,Manicaland PEX4835,1,2025-05-27,2025-06-17,2025-07-24,2027-06-07,9001.07,15.87,24,Monthly,Business_Expansion,,09-Nov-1963,Married,2,Informal_Sector,40,537.49,2,,InnBucks,Harare KGZ3991,0,2025-08-09,2025-08-24,2025-09-25,2026-02-20,8206.92,104.32,6,Monthly,Personal,Male,30-Mar-1968,Married,2,Mining,20,1216.33,8,Savings,EcoCash,Midlands GCP0419,1,2025-03-28,2025-04-07,2025-05-20,2028-03-22,3447.22,119.27,36,Monthly,Business_Expansion,Male,10-Feb-1988,Married,3,Agriculture,68,317.14,0,,EcoCash,Masvingo VJN5659,0,2025-03-31,2025-04-12,2025-05-21,2026-04-07,3582.71,15.75,12,Monthly,Personal,Male,12-Jul-1959,Married,7,Retail_Trade,105,879.57,4,Savings,Cash,Mashonaland_East XIL6278,0,2025-07-12,2025-07-14,2025-08-12,2026-07-09,688.57,15.46,12,Weekly,Debt_Consolidation,Female,02-Jun-1992,Single,,Manufacturing,79,,1,None,InnBucks,Mashonaland_West CSD2119,3,2025-07-29,2025-08-03,2025-09-06,2026-07-29,2100.07,14.79,12,Monthly,School_Fees,Male,30-Nov-1967,Married,4,Informal_Sector,38,581.14,4,Guarantor,EcoCash,Bulawayo NTC9929,3,2025-03-26,2025-04-07,2025-05-15,2026-09-29,2759.0,16.33,18,Monthly,Debt_Consolidation,Female,16-Sep-1988,Widowed,1,Construction,49,513.76,1,Savings,EcoCash,Harare LQD1080,1,2025-05-16,2025-05-27,2025-06-28,2026-05-22,4538.83,110.91,12,Weekly,,Male,07-Jul-1989,Divorced,2,Government,78,411.78,5,None,EcoCash,Matabeleland_North SEJ9531,3,2025-02-13,2025-03-01,2025-04-03,2025-08-28,299.21,15.58,6,Monthly,Medical,Female,23-Apr-1991,Single,0,Retail_Trade,121,122.45,0,None,Cash,Manicaland RZQ0003,4,2024-12-24,2025-01-13,2025-02-16,2027-12-29,9982.44,12.9,36,Monthly,Equipment,Male,31-May-1994,Married,6,Government,40,545.96,2,Property,Cash,Bulawayo PZW2114,4,2026-02-07,2026-02-09,2026-03-20,2027-02-04,24969.03,14.19,12,Monthly,Vehicle,Male,09-Sep-1961,Married,7,Mining,46,,0,Livestock,EcoCash,Mashonaland_Central QML3842,0,2025-02-18,2025-03-07,2025-04-14,2027-02-25,3220.97,17.56,24,Monthly,Rent,Female,13-Nov-1962,Divorced,3,Retail_Trade,70,471.21,0,Guarantor,EcoCash,Harare TJA2905,1,2025-01-06,2025-01-17,2025-02-23,2028-01-02,4611.89,122.36,36,Monthly,Working_Capital,Male,11-Feb-1971,Divorced,7,Retail_Trade,55,533.17,4,None,Bank_Transfer,Mashonaland_Central PIJ4611,1,2025-04-29,2025-05-20,2025-07-03,2028-05-04,12275.22,125.43,36,Monthly,Stock_Purchase,Male,17-Jan-1966,Married,3,Retail_Trade,32,,1,Vehicle,Cash,Manicaland HAM5599,3,2025-11-02,2025-11-03,2025-12-11,2026-10-29,2460.88,11.34,12,Monthly,Rent,Female,03-Feb-1971,Married,2,Retail_Trade,9,779.04,2,Vehicle,Cash,Matabeleland_North TXM2652,1,2025-06-24,2025-07-15,2025-08-12,2027-01-06,12554.5,11.69,18,Monthly,Business_Expansion,Female,18-Dec-2002,Single,1,Manufacturing,12,1021.79,5,Vehicle,Bank_Transfer,Midlands GAB3659,2,2025-05-29,2025-06-19,2025-07-16,2026-06-14,970.38,93.39,12,Monthly,Working_Capital,Female,02-Apr-1961,Married,3,Informal_Sector,,128.83,2,Property,EcoCash,Bulawayo KCA1906,1,2025-01-27,2025-02-07,2025-03-07,2026-08-01,10982.81,129.07,18,Monthly,Business_Expansion,Male,24-Jul-1966,Widowed,8,Manufacturing,147,923.06,0,Savings,InnBucks,Midlands SVC9075,0,2025-05-30,2025-06-19,2025-07-26,2027-06-09,1316.68,107.93,24,Monthly,Stock_Purchase,Female,15-Feb-1964,Divorced,3,Manufacturing,47,211.27,0,Guarantor,EcoCash,Harare PJV3622,3,2025-01-30,2025-02-09,2025-03-15,2026-02-04,376.89,86.08,12,Monthly,Medical,Female,25-Feb-2005,Single,1,Construction,16,173.03,1,Savings,Bank_Transfer,Manicaland SBX7333,1,2025-02-11,2025-02-22,2025-04-08,2028-02-07,7444.04,100.92,36,Monthly,Business_Expansion,Female,26-May-2003,Single,2,Retail_Trade,22,653.45,4,Property,EcoCash,Harare HYM0481,5,2025-08-30,2025-09-03,2025-10-16,2025-11-02,460.87,137.5,2,Monthly,Rent,Male,16-Nov-1998,Married,,Agriculture,12,262.59,3,Guarantor,Bank_Transfer,Bulawayo DFY0681,5,2025-10-03,2025-10-16,2025-11-16,2025-12-15,973.79,189.55,2,Monthly,Funeral,Male,20-Sep-1995,Single,0,Agriculture,21,405.88,0,Property,Bank_Transfer,Harare RSF3235,1,2025-03-20,2025-04-05,2025-05-05,2026-03-31,5626.11,12.38,12,Monthly,Business_Expansion,Female,12-Sep-1992,Married,2,,27,366.03,3,Property,InnBucks,Harare PFP2410,2,2025-02-15,2025-02-17,2025-03-18,2026-08-11,3379.32,126.04,18,Bi-Weekly,Equipment,Male,26-May-1967,Divorced,5,Government,122,,1,Savings,Cash,Mashonaland_Central YZC6174,1,2024-12-29,2025-01-19,2025-02-28,2026-01-14,23926.02,11.24,12,Monthly,Stock_Purchase,Male,29-Nov-2001,Single,1,Telecom,12,2431.86,0,Property,Cash,Mashonaland_West FMI6039,0,2025-08-14,2025-08-22,2025-09-26,2025-11-20,1154.68,123.13,3,Monthly,Debt_Consolidation,Male,31-Dec-1992,Married,4,Informal_Sector,8,371.12,1,Vehicle,EcoCash,Midlands KSY3204,0,2024-12-16,2025-01-06,2025-02-08,2026-06-30,790.84,14.57,18,Monthly,Working_Capital,Male,16-Mar-2002,Single,0,Informal_Sector,26,206.12,0,Livestock,Bank_Transfer,Harare JHS9734,3,2024-12-31,2025-01-02,2025-02-11,2026-12-23,2610.75,14.52,24,Monthly,Medical,Male,28-Jun-2005,Single,1,Manufacturing,21,748.28,1,None,EcoCash,Mashonaland_West WKC7792,0,2025-10-07,2025-10-26,2025-11-20,2026-01-24,1346.15,,3,Bi-Weekly,Debt_Consolidation,Male,23-Feb-1960,Married,4,Manufacturing,41,461.1,2,Guarantor,EcoCash,Masvingo IOY1200,5,2025-08-24,2025-09-05,2025-10-05,2025-12-04,444.63,152.18,3,Bi-Weekly,Rent,Male,13-May-1970,Married,7,Retail_Trade,160,652.62,0,None,,Bulawayo XUE4561,3,2026-01-08,2026-01-18,2026-02-19,2026-07-17,2935.32,15.34,6,Bi-Weekly,Rent,Male,17-Dec-1969,Married,1,Retail_Trade,85,673.82,4,Guarantor,Cash,Matabeleland_South KCT7437,4,2025-12-23,2026-01-10,2026-02-14,2028-12-25,9204.77,109.09,36,Monthly,Equipment,Female,20-Apr-1980,Married,5,Education,65,419.32,1,Livestock,EcoCash,Harare NMP8623,0,2025-11-20,2025-11-29,2026-01-13,2026-11-24,1635.56,17.92,12,Monthly,Business_Expansion,Male,28-Jan-1980,Married,,Transport,80,454.02,1,,InnBucks,Midlands QRU9935,0,2025-10-02,2025-10-03,2025-11-07,2026-04-01,1219.21,159.9,6,Monthly,Personal,Male,06-Mar-2006,Single,,Transport,16,548.84,1,Savings,Bank_Transfer,Bulawayo DMD4641,2,2025-06-21,2025-07-08,2025-08-15,2026-12-30,6642.91,87.85,18,Monthly,Farming_Inputs,Male,14-Oct-1995,Single,3,Agriculture,129,444.76,1,Guarantor,Bank_Transfer,Manicaland NCA7180,0,2025-12-08,2025-12-19,2026-01-25,2027-06-12,5390.84,17.52,18,Monthly,Rent,Male,05-May-1985,Divorced,2,Mining,104,833.06,2,Guarantor,EcoCash,Harare FEY4017,0,2025-11-09,2025-11-24,2025-12-22,2026-11-19,417.35,17.95,12,Bi-Weekly,Home_Improvement,Male,13-Mar-1995,Divorced,1,Agriculture,45,186.29,1,Savings,EcoCash,Harare EUG2066,0,2025-10-22,2025-11-04,2025-12-10,2026-02-02,5179.0,110.16,3,Monthly,Stock_Purchase,Female,05-Aug-1996,Single,2,Mining,74,725.98,2,Guarantor,InnBucks,Mashonaland_East XRR3806,0,2025-03-27,2025-04-08,2025-05-09,2026-04-03,576.84,17.21,12,Bi-Weekly,Stock_Purchase,Female,11-Sep-1997,Married,4,Manufacturing,88,301.46,1,None,EcoCash,Mashonaland_East HVJ6716,3,2025-11-01,2025-11-03,2025-12-09,2026-05-02,682.17,88.56,6,Monthly,School_Fees,Female,28-Jan-1970,Widowed,2,Informal_Sector,28,174.41,0,Guarantor,Bank_Transfer,Masvingo OLP0692,1,2025-09-23,2025-10-01,2025-10-28,2026-09-26,6232.52,12.91,12,Weekly,Equipment,Female,05-Oct-1995,Divorced,2,Healthcare,51,263.64,4,Vehicle,Bank_Transfer,Manicaland ERC6469,5,2025-01-22,2025-02-07,2025-03-22,2025-05-08,284.03,152.84,3,Weekly,Funeral,Male,03-Oct-1986,Married,1,Retail_Trade,12,343.46,8,Savings,InnBucks,Bulawayo AWA4755,1,2025-06-30,2025-07-01,2025-08-14,2028-06-15,3808.62,13.95,36,Monthly,Business_Expansion,Male,03-Jul-1966,Married,4,Agriculture,8,165.55,5,Savings,Bank_Transfer,Harare YQQ9139,0,2025-06-09,2025-06-30,2025-07-28,2025-12-27,2414.45,138.11,6,Monthly,Home_Improvement,Male,05-Jul-1996,Married,1,Government,44,568.0,0,None,Bank_Transfer,Mashonaland_East OSX9492,1,2025-02-25,2025-03-07,2025-04-04,2028-02-20,4077.69,108.28,36,Monthly,Stock_Purchase,Female,15-Jul-2006,Single,2,Mining,13,856.06,7,None,Cash,Mashonaland_West QGU8564,1,2025-11-03,2025-11-07,2025-12-16,2028-10-22,23959.61,16.95,36,Monthly,Business_Expansion,Male,20-Jun-1996,Married,3,Mining,89,1468.76,0,Vehicle,Cash,Matabeleland_North YAO4151,1,2026-01-08,2026-01-27,2026-03-13,2026-07-26,8619.8,13.29,6,Monthly,Equipment,Male,14-Nov-1994,Single,2,Retail_Trade,37,500.77,0,Property,InnBucks,Mashonaland_East AMC9558,1,2025-11-21,2025-11-30,2026-01-10,2027-11-20,6511.3,14.92,24,Monthly,Business_Expansion,Female,03-Sep-1991,Single,3,Retail_Trade,103,310.82,0,,InnBucks,Harare VWB0124,3,2025-12-26,2026-01-05,2026-02-14,2027-12-26,1308.75,16.77,24,Monthly,Debt_Consolidation,Female,03-Dec-1990,Married,5,Mining,115,419.26,6,None,InnBucks,Harare ZJD1609,4,2025-06-10,2025-06-21,2025-07-26,2028-06-05,5124.98,18.27,36,Monthly,Equipment,Male,28-Aug-1986,Divorced,2,Education,139,336.33,0,None,Bank_Transfer,Harare HVK5251,0,2025-04-22,2025-05-11,2025-06-21,2025-11-07,1174.17,17.72,6,Monthly,,Male,29-Sep-2004,Divorced,0,Agriculture,11,261.36,2,None,Bank_Transfer,Mashonaland_West MZL9303,4,2025-12-23,2026-01-10,2026-02-15,2028-12-25,2385.57,16.29,36,Monthly,Equipment,Male,31-Oct-1997,Married,2,Agriculture,62,317.29,0,Livestock,EcoCash,Mashonaland_East YOD6029,3,2025-03-16,2025-03-26,2025-04-24,2026-09-17,816.17,14.53,18,Monthly,Rent,Female,06-Aug-1982,Divorced,2,Healthcare,71,365.08,3,Guarantor,Bank_Transfer,Mashonaland_East CNL4438,1,2025-06-10,2025-06-30,2025-07-28,2026-12-22,2855.71,116.38,18,Monthly,Equipment,Female,08-Feb-1971,Divorced,4,Agriculture,26,268.75,0,Property,EcoCash,Masvingo ZSW2054,1,2025-03-13,2025-03-22,2025-04-21,2028-03-06,10867.91,118.61,36,Monthly,Working_Capital,Female,06-Jul-1965,Married,7,Transport,66,641.44,2,Livestock,OneMoney,Harare NXC5824,3,2025-09-01,2025-09-22,2025-10-28,2027-03-16,2917.81,16.39,18,Weekly,,Male,22-Jan-1970,Married,5,,47,687.33,0,Guarantor,Bank_Transfer,Manicaland BDO4892,1,2025-08-07,2025-08-08,2025-09-16,2026-08-03,7567.29,15.67,12,Monthly,Business_Expansion,Male,19-Mar-1980,Married,,Informal_Sector,24,389.41,3,Guarantor,Bank_Transfer,Mashonaland_West VLK0339,1,2025-06-05,2025-06-15,2025-07-26,2026-06-10,2018.17,139.35,12,Monthly,Business_Expansion,Male,25-Apr-1999,Married,1,Informal_Sector,44,369.51,1,Vehicle,Cash,Manicaland XYU4157,3,2025-11-08,2025-11-18,2025-12-20,2026-05-17,5212.62,14.22,6,Monthly,School_Fees,Male,11-Mar-2007,Single,1,Telecom,7,2428.66,6,Guarantor,Cash,Mashonaland_East XMN6548,5,2025-01-29,2025-02-15,2025-03-19,2025-04-16,1880.88,185.29,2,Monthly,Rent,Female,24-Nov-1995,Single,3,Finance,134,,1,None,Bank_Transfer,Harare LXW9245,1,2025-12-08,2025-12-16,2026-01-15,2027-12-06,2493.83,141.82,24,Monthly,Stock_Purchase,Female,30-Apr-1973,Married,2,Government,160,352.61,0,Savings,Bank_Transfer,Mashonaland_West JYZ3206,0,2025-02-17,2025-03-05,2025-04-18,2026-02-28,740.8,167.48,12,Monthly,Livestock,Female,06-Sep-1966,Single,5,Agriculture,55,181.7,5,None,Cash,Mashonaland_East SIV3918,2,2025-07-15,2025-07-26,2025-09-04,2026-01-22,5323.45,125.97,6,Bi-Weekly,Equipment,Male,19-Oct-1962,Married,2,Manufacturing,35,515.95,1,None,EcoCash,Mashonaland_West RDI2951,2,2025-03-02,2025-03-20,2025-04-26,2025-12-15,2324.43,106.52,9,Monthly,Farming_Inputs,Female,30-Jun-1970,Married,1,Agriculture,29,232.05,3,Savings,EcoCash,Mashonaland_Central CKS8961,2,2025-07-09,2025-07-23,2025-09-05,2027-07-13,5036.91,14.48,24,Monthly,Farming_Inputs,Female,20-May-1990,Married,3,Retail_Trade,37,679.3,6,Savings,InnBucks,Harare GGD3196,4,2025-04-01,2025-04-14,2025-05-28,2026-10-06,1961.19,16.1,18,Monthly,,Male,14-Jul-1991,Single,4,Agriculture,45,263.74,3,None,Cash,Matabeleland_North ETB0894,1,2025-11-18,2025-11-19,2025-12-18,2026-11-14,1846.31,,12,Monthly,Equipment,Female,22-Jun-1974,Married,3,Agriculture,134,191.28,0,None,Cash,Masvingo MLA9778,1,2025-03-14,2025-04-04,2025-05-04,2026-03-30,4391.59,111.26,12,Monthly,Stock_Purchase,Male,17-Dec-2004,Single,1,NGO,,647.59,2,None,Cash,Mashonaland_East DWK1986,3,2025-05-25,2025-06-04,2025-07-13,2027-05-25,1442.81,18.55,24,Bi-Weekly,Personal,Male,11-Aug-1995,Married,1,Government,101,419.26,1,Guarantor,OneMoney,Bulawayo EBT0068,4,2025-06-17,2025-07-02,2025-07-28,2029-06-11,11673.01,19.58,48,Bi-Weekly,Vehicle,Male,14-Sep-1977,Single,8,,33,460.7,4,Vehicle,EcoCash,Masvingo DHA1853,1,2025-03-24,2025-04-09,2025-05-14,2028-03-24,963.66,112.71,36,Monthly,Stock_Purchase,Male,25-Jan-1967,Divorced,3,Agriculture,34,84.06,3,Vehicle,OneMoney,Masvingo HWU2594,3,2026-01-19,2026-01-31,2026-03-01,2027-01-26,1594.81,13.0,12,Monthly,Debt_Consolidation,Male,01-Aug-1994,Divorced,2,Education,29,512.84,0,Savings,EcoCash,Mashonaland_Central QPH8016,3,2025-12-18,2025-12-27,2026-02-10,2026-12-22,1283.96,11.73,12,Bi-Weekly,School_Fees,Female,14-Oct-1999,Married,2,Informal_Sector,30,367.13,1,None,EcoCash,Harare QZI2250,0,2025-06-29,2025-06-30,2025-07-28,2026-06-25,3463.16,16.88,12,Monthly,Vehicle,Female,30-Mar-1983,Divorced,1,Manufacturing,38,467.39,4,Vehicle,EcoCash,Harare ELO0702,1,2025-11-01,2025-11-07,2025-12-02,2027-10-28,3683.54,130.84,24,Monthly,Equipment,Female,28-Sep-1978,Divorced,4,Manufacturing,45,345.28,1,,OneMoney,Harare FHW7284,4,2025-09-02,2025-09-14,2025-10-19,2028-08-29,2382.38,16.22,36,Monthly,Vehicle,Male,17-Mar-1998,Single,1,,12,216.03,1,Guarantor,Bank_Transfer,Harare JXO7389,0,2025-07-16,2025-07-18,2025-08-23,2025-10-16,207.82,13.23,3,Monthly,Funeral,Male,06-Feb-1983,Married,4,Informal_Sector,26,73.31,6,None,Bank_Transfer,Mashonaland_Central AYC0810,2,2025-10-15,2025-10-29,2025-11-27,2026-07-26,6310.16,124.48,9,Monthly,Equipment,Female,28-Mar-1986,Married,4,,31,461.36,2,Livestock,EcoCash,Harare GWJ3254,0,2025-11-28,2025-12-17,2026-01-25,2026-06-15,406.47,129.46,6,Weekly,Working_Capital,Female,14-Jul-1991,Married,5,Retail_Trade,52,165.77,0,Property,EcoCash,Matabeleland_South IBO1945,3,2025-11-06,2025-11-24,2025-12-20,2026-11-19,797.27,16.68,12,Weekly,Rent,Male,03-Mar-1985,,5,Agriculture,150,246.16,0,Livestock,Bank_Transfer,Mashonaland_West NSE2304,0,2025-01-20,2025-02-07,2025-03-05,2026-02-02,1492.64,89.97,12,Bi-Weekly,Vehicle,Female,28-Dec-1968,Single,1,Transport,172,243.79,4,None,Cash,Mashonaland_Central SQB4852,1,2025-06-06,2025-06-15,2025-07-15,2028-05-30,3527.31,13.27,36,Monthly,Business_Expansion,Female,02-Jul-1979,Divorced,3,Government,,514.07,4,,Cash,Mashonaland_West FQH0034,4,2025-11-30,2025-12-07,2026-01-18,2028-11-21,12541.21,16.91,36,Monthly,Equipment,Male,11-Feb-1995,Single,0,Retail_Trade,18,630.65,3,None,EcoCash,Harare QGG5280,4,2025-10-07,2025-10-17,2025-11-16,2026-10-12,2518.87,16.77,12,Monthly,Vehicle,Male,06-Aug-2005,Single,0,Agriculture,10,228.57,3,Guarantor,Bank_Transfer,Harare VJB9962,1,2025-11-24,2025-12-01,2026-01-06,2026-05-30,9089.64,12.18,6,Monthly,Stock_Purchase,Female,13-May-1984,Married,4,Retail_Trade,16,690.44,1,Livestock,EcoCash,Manicaland ASL7482,0,2025-07-09,2025-07-10,2025-08-11,2026-01-06,2135.85,15.07,6,Bi-Weekly,Debt_Consolidation,Male,30-Jul-1988,Single,4,Manufacturing,129,785.97,2,Vehicle,Cash,Mashonaland_East YYR0976,0,2025-03-18,2025-03-20,2025-04-19,2025-09-16,12454.85,110.76,6,Monthly,Business_Expansion,Female,15-Dec-1967,Divorced,7,NGO,71,,5,Savings,Bank_Transfer,Mashonaland_East TID4683,0,2025-07-05,2025-07-06,2025-08-01,2025-10-04,1604.21,107.95,3,Bi-Weekly,,Female,14-Aug-2003,Single,3,Transport,23,444.91,2,None,EcoCash,Bulawayo MQF4406,4,2025-06-04,2025-06-25,2025-07-20,2028-06-09,4223.03,15.43,36,Monthly,Equipment,Female,05-May-1986,Married,2,Agriculture,66,118.24,2,Savings,InnBucks,Bulawayo PXU1703,3,2026-01-31,2026-02-17,2026-03-27,2027-02-12,2727.07,13.91,12,Monthly,Debt_Consolidation,Male,13-Aug-1995,Single,3,Construction,68,1033.99,1,Savings,Cash,Harare UJM2633,1,2024-12-23,2025-01-09,2025-02-18,2026-01-04,4073.96,15.48,12,Monthly,Business_Expansion,Male,18-May-1980,Married,1,Retail_Trade,114,362.68,1,None,Bank_Transfer,Mashonaland_West ZSC9815,0,2025-03-20,2025-03-27,2025-04-26,2025-06-25,3086.52,127.83,3,Monthly,Medical,Male,04-Nov-2002,,2,Retail_Trade,15,560.23,1,Vehicle,EcoCash,Harare WAU6889,5,2025-03-24,2025-04-06,2025-05-01,2025-05-06,697.36,123.72,1,Bi-Weekly,Medical,Female,23-May-1966,Married,6,,,674.66,3,None,Cash,Bulawayo IIR5545,4,2025-12-08,2025-12-14,2026-01-27,2028-11-28,2661.36,95.89,36,Monthly,Home_Improvement,Male,25-Sep-1971,Married,0,Informal_Sector,7,317.71,3,Guarantor,EcoCash,Harare YWD8219,5,2025-07-14,2025-08-01,2025-09-14,2025-09-30,280.37,188.41,2,Monthly,Rent,Male,06-Dec-1997,Single,3,Agriculture,17,269.86,0,Guarantor,InnBucks,Harare OVU5964,2,2025-03-19,2025-04-09,2025-05-05,2027-03-30,980.86,10.18,24,Monthly,Farming_Inputs,Male,09-Aug-1988,Divorced,3,Informal_Sector,26,209.2,0,Livestock,EcoCash,Bulawayo SOX1774,0,2025-11-23,2025-12-10,2026-01-24,2026-06-08,1350.45,15.57,6,Monthly,Medical,Female,25-Sep-1990,Married,5,Informal_Sector,19,278.65,1,None,EcoCash,Harare YMN0357,0,2025-03-05,2025-03-20,2025-04-20,2025-06-18,3140.39,15.45,3,Bi-Weekly,School_Fees,Female,01-Jun-1980,Married,4,Mining,22,756.5,1,Guarantor,EcoCash,Harare UNK0731,1,2025-12-02,2025-12-04,2026-01-08,2028-11-18,6663.07,11.93,36,Weekly,Business_Expansion,Female,02-Jan-2006,Single,2,Transport,,470.79,4,,Bank_Transfer,Manicaland AWV4949,3,2024-12-15,2025-01-04,2025-02-03,2025-12-30,1262.5,16.73,12,Monthly,Medical,Female,19-Jan-1978,Divorced,7,Construction,35,461.29,0,Vehicle,Bank_Transfer,Mashonaland_East LIA2179,0,2025-07-15,2025-07-27,2025-09-09,2026-01-23,1917.85,119.32,6,Monthly,Equipment,Female,05-Oct-1995,Single,0,Education,12,656.54,3,None,Bank_Transfer,Mashonaland_Central KOJ2933,3,2025-12-04,2025-12-24,2026-02-07,2027-12-14,1296.0,19.74,24,Monthly,Personal,Female,13-Oct-1981,Married,4,Informal_Sector,36,329.11,1,,Cash,Masvingo OFN2940,0,2025-12-27,2025-12-29,2026-02-11,2026-03-29,3277.56,15.84,3,Monthly,Medical,Female,23-May-1975,,1,Retail_Trade,98,,2,Guarantor,Cash,Harare XLH4413,1,2026-02-05,2026-02-06,2026-03-06,2029-01-21,5406.57,17.16,36,Monthly,Equipment,Male,30-Sep-1983,Widowed,8,Construction,,404.29,1,Vehicle,EcoCash,Harare CAM8238,3,2025-06-15,2025-07-03,2025-08-14,2026-12-25,2187.45,15.47,18,Monthly,School_Fees,Female,17-May-1976,Single,5,Agriculture,55,464.18,2,Guarantor,Bank_Transfer,Harare OUI0191,2,2025-11-30,2025-12-14,2026-01-09,2027-06-07,821.83,15.74,18,Monthly,Working_Capital,Male,17-Feb-1990,Married,2,Agriculture,16,,0,Livestock,InnBucks,Mashonaland_East TVZ9158,0,2026-02-18,2026-02-24,2026-03-23,2028-02-14,2216.92,86.02,24,Monthly,Business_Expansion,Male,28-Nov-1978,Divorced,7,Retail_Trade,41,277.68,1,Livestock,Bank_Transfer,Bulawayo QZU7391,3,2025-03-12,2025-03-19,2025-04-14,2025-09-15,2873.62,13.42,6,Monthly,Medical,Male,08-Feb-1991,Married,2,Transport,111,627.73,2,Guarantor,EcoCash,Manicaland YTC8533,1,2026-01-14,2026-01-22,2026-02-18,2027-01-17,2178.78,108.02,12,Monthly,Working_Capital,Male,18-Dec-1968,Widowed,4,Agriculture,87,221.13,0,Guarantor,InnBucks,Matabeleland_North ZUL9082,0,2025-02-17,2025-03-08,2025-04-09,2025-09-04,8336.49,14.1,6,Monthly,Livestock,Male,15-Dec-1972,Married,1,Finance,30,1070.39,4,Property,EcoCash,Harare QDH0283,0,2025-02-02,2025-02-07,2025-03-08,2025-08-06,1056.67,114.47,6,Bi-Weekly,Home_Improvement,Female,12-Jul-1995,Single,1,Informal_Sector,26,218.13,5,Savings,EcoCash,Matabeleland_North JOY2839,5,2025-08-21,2025-09-02,2025-10-10,2025-12-01,465.89,126.35,3,Monthly,Funeral,Female,02-Nov-1985,Married,4,Construction,94,362.99,0,None,Bank_Transfer,Midlands UZE0497,4,2025-03-24,2025-04-09,2025-05-15,2029-03-19,25220.97,16.53,48,Weekly,Vehicle,Female,24-Jun-1976,Divorced,2,Finance,138,1244.33,1,Savings,EcoCash,Mashonaland_West GUN6865,1,2025-09-23,2025-10-11,2025-11-25,2028-09-25,15467.79,110.5,36,Weekly,Business_Expansion,Male,25-Jul-1986,Single,2,Transport,37,629.86,0,Vehicle,EcoCash,Harare OQQ7043,1,2025-08-13,2025-08-18,2025-09-20,2027-08-08,10876.76,15.75,24,Monthly,Business_Expansion,Male,06-Jan-1998,Single,5,Manufacturing,72,,5,Property,EcoCash,Matabeleland_North QSY2045,0,2025-10-01,2025-10-13,2025-11-12,2027-10-03,1371.26,16.8,24,Monthly,Funeral,Female,12-Sep-1969,Single,6,Manufacturing,36,337.18,4,None,EcoCash,Mashonaland_Central SNL4417,4,2025-07-30,2025-08-09,2025-09-10,2028-07-24,6907.45,119.56,36,Monthly,Vehicle,Female,19-Nov-1955,Single,,Government,,512.68,3,Property,OneMoney,Harare SAH0586,1,2025-06-12,2025-06-19,2025-07-28,2027-06-09,2776.11,14.56,24,Weekly,Stock_Purchase,Male,13-Aug-1988,Married,2,Informal_Sector,18,315.13,0,Savings,Cash,Harare WUM7977,5,2025-10-12,2025-11-02,2025-12-02,2026-01-01,717.08,155.98,2,Weekly,Rent,Male,18-Sep-1965,Widowed,4,Healthcare,26,424.36,0,None,InnBucks,Masvingo LUE1768,1,2025-02-08,2025-02-19,2025-03-23,2028-02-04,5570.21,123.19,36,Monthly,Business_Expansion,Female,08-Feb-1962,Married,4,Transport,22,653.35,2,None,EcoCash,Matabeleland_North TFG3357,0,2025-11-07,2025-11-21,2025-12-23,2026-11-16,599.97,15.76,12,Bi-Weekly,Wedding,Female,28-Apr-1993,Married,5,Construction,101,225.2,0,Savings,Bank_Transfer,Mashonaland_East BES6653,1,2025-12-29,2026-01-06,2026-02-15,2027-01-01,8828.84,118.45,12,Monthly,Equipment,Female,24-Dec-1968,Married,2,,16,343.55,2,Savings,Bank_Transfer,Harare KLU2053,3,2026-01-25,2026-02-02,2026-03-16,2028-01-23,377.01,17.2,24,Bi-Weekly,Rent,Female,22-Jun-1992,Married,4,Agriculture,42,102.04,0,Guarantor,EcoCash,Harare EDZ4179,2,2025-02-02,2025-02-04,2025-03-09,2026-01-30,3211.17,103.98,12,Bi-Weekly,Farming_Inputs,Female,14-Aug-1965,Widowed,5,Manufacturing,57,535.15,2,None,Bank_Transfer,Harare KQO4708,2,2025-02-20,2025-02-24,2025-03-25,2027-02-14,999.87,103.08,24,Bi-Weekly,Farming_Inputs,Male,03-Jun-1986,Married,3,Agriculture,137,160.67,3,Livestock,EcoCash,Manicaland NPT4412,2,2025-07-20,2025-07-24,2025-08-18,2027-01-15,3655.21,11.45,18,Monthly,Working_Capital,Male,05-Feb-1989,Single,4,Agriculture,103,200.8,0,Savings,Cash,Midlands HJG3099,4,2025-05-21,2025-05-23,2025-06-27,2026-05-18,8271.97,17.7,12,Monthly,Equipment,Female,09-Oct-1984,Married,0,Education,25,314.36,5,Property,Cash,Harare HZV4375,5,2025-04-26,2025-05-16,2025-06-17,2025-07-15,609.08,137.12,2,Bi-Weekly,Personal,Female,05-Apr-2006,Single,0,Government,23,313.8,1,Vehicle,EcoCash,Midlands KDS4463,0,2026-02-09,2026-02-10,2026-03-27,2027-02-05,1676.77,113.89,12,Monthly,Farming_Inputs,Female,06-Jun-1970,Married,4,Informal_Sector,7,408.7,6,Vehicle,EcoCash,Bulawayo AXB4934,2,2025-12-17,2025-12-26,2026-02-08,2026-09-22,4974.92,118.69,9,Bi-Weekly,Livestock,Male,27-Feb-2006,Single,0,,13,380.05,2,Livestock,Bank_Transfer,Harare GYM0773,3,2025-12-29,2026-01-05,2026-02-01,2026-12-31,361.0,14.74,12,Monthly,Debt_Consolidation,Female,29-Mar-1973,Married,5,Informal_Sector,20,150.6,1,Guarantor,OneMoney,Matabeleland_North GJC1483,1,2026-01-05,2026-01-14,2026-02-11,2028-12-29,6206.84,113.55,36,Weekly,Business_Expansion,Female,28-Jan-1982,Divorced,6,Informal_Sector,24,344.32,0,Property,EcoCash,Midlands SAF1656,2,2026-01-25,2026-02-03,2026-03-08,2027-01-29,6027.05,127.3,12,Monthly,Farming_Inputs,Male,10-Jun-1995,Married,2,Healthcare,49,,0,None,EcoCash,Harare OMF0261,0,2025-05-31,2025-06-13,2025-07-19,2026-12-05,3588.36,16.21,18,Monthly,Medical,Male,01-Jul-1994,Married,0,Construction,,698.59,0,None,Cash,Matabeleland_North WDA0383,0,2025-09-01,2025-09-17,2025-11-01,2026-09-12,1283.12,13.58,12,Monthly,Medical,Male,06-Aug-1978,Married,2,Informal_Sector,,169.28,4,None,EcoCash,Harare XUQ9842,1,2025-10-09,2025-10-20,2025-11-15,2026-10-15,14941.07,13.54,12,Monthly,Working_Capital,Female,06-Feb-1980,Widowed,2,Mining,62,997.31,6,Vehicle,Bank_Transfer,Midlands KZA0317,1,2025-12-17,2025-12-24,2026-02-05,2028-12-08,4026.22,,36,Weekly,Business_Expansion,Male,29-Jun-1969,Widowed,3,Education,41,370.49,4,Guarantor,InnBucks,Mashonaland_East XNF1437,3,2025-10-21,2025-11-11,2025-12-20,2027-11-01,3012.18,18.6,24,Monthly,Medical,Female,23-Dec-1982,Divorced,,Construction,,626.36,1,Guarantor,Bank_Transfer,Masvingo BGA5764,0,2025-07-26,2025-08-12,2025-09-11,2027-08-02,1465.22,16.51,24,Weekly,Equipment,Female,14-Mar-1960,Single,1,Manufacturing,100,177.42,8,None,OneMoney,Bulawayo TKG7900,3,2025-11-16,2025-12-06,2025-12-28,2026-12-01,1500.16,13.33,12,Weekly,Medical,Female,07-Sep-1991,Married,2,Healthcare,18,400.68,1,Guarantor,InnBucks,Matabeleland_South OTV1030,0,2025-01-16,2025-01-25,2025-03-10,2025-07-24,2779.58,91.96,6,Monthly,Personal,,04-May-1994,Married,3,Retail_Trade,37,513.8,0,None,,Bulawayo VWK2998,0,2025-11-04,2025-11-06,2025-12-17,2026-02-04,5424.52,16.97,3,Monthly,School_Fees,Male,04-Mar-2005,Single,1,Telecom,28,1042.54,1,None,Bank_Transfer,Mashonaland_West QKQ6320,2,2025-06-24,2025-07-14,2025-08-18,2026-07-09,5896.69,85.19,12,Weekly,Working_Capital,Male,20-Mar-1965,Single,6,Education,108,649.32,1,Vehicle,EcoCash,Mashonaland_Central WPC9633,3,2025-06-30,2025-07-05,2025-08-10,2026-06-30,2074.74,15.15,12,Monthly,Medical,Female,03-Sep-1995,Divorced,6,Informal_Sector,24,428.9,1,Savings,EcoCash,Harare EKW6480,3,2025-11-25,2025-11-30,2025-12-28,2027-11-20,620.52,15.06,24,Monthly,Rent,Female,16-Dec-1986,Divorced,2,Manufacturing,89,272.85,0,Guarantor,EcoCash,Bulawayo EFQ0392,3,2025-04-17,2025-05-03,2025-06-10,2026-10-25,5759.98,16.91,18,Monthly,Personal,Female,05-Mar-1988,Married,2,Finance,76,,2,Guarantor,OneMoney,Mashonaland_East MRZ7379,2,2025-04-09,2025-04-11,2025-05-19,2026-04-06,1483.19,74.75,12,Monthly,Livestock,Male,19-Aug-1998,Married,1,Informal_Sector,24,151.38,1,,EcoCash,Masvingo WAC5824,2,2025-02-03,2025-02-06,2025-03-10,2025-08-05,1770.3,95.96,6,Weekly,Farming_Inputs,Male,24-Aug-1978,Widowed,4,Informal_Sector,21,145.45,2,Property,EcoCash,Midlands OMT9415,2,2025-12-24,2025-12-27,2026-02-01,2026-12-22,13034.1,125.44,12,Monthly,Farming_Inputs,Male,11-Aug-1981,Widowed,3,NGO,45,1070.47,0,Savings,InnBucks,Mashonaland_East XMG9583,3,2025-03-22,2025-04-11,2025-05-19,2026-04-06,3361.46,19.09,12,Monthly,Medical,Female,15-Nov-1968,Married,0,Telecom,115,857.68,4,Guarantor,EcoCash,Mashonaland_Central UFF1261,1,2025-09-12,2025-09-19,2025-11-02,2027-09-09,3469.49,112.24,24,Monthly,Stock_Purchase,Male,20-Jul-1979,Divorced,6,Agriculture,41,230.27,0,Guarantor,OneMoney,Mashonaland_West DCP0796,3,2025-08-03,2025-08-10,2025-09-19,2026-08-05,556.46,18.68,12,Monthly,Debt_Consolidation,Male,26-Aug-1978,Married,3,Education,86,489.81,2,None,EcoCash,Harare HBE8442,0,2025-12-06,2025-12-08,2026-01-20,2026-12-03,1680.86,105.27,12,Bi-Weekly,Debt_Consolidation,Male,04-May-1992,Single,2,Construction,172,257.92,0,Guarantor,Cash,Matabeleland_South YQS4458,0,2025-08-04,2025-08-24,2025-09-20,2026-02-20,2038.9,120.13,6,Monthly,Wedding,Male,17-Jan-1993,Married,,Transport,70,389.29,2,Savings,Bank_Transfer,Mashonaland_West SQU4407,0,2025-09-09,2025-09-29,2025-10-28,2025-12-28,4215.26,109.03,3,Monthly,Working_Capital,Female,19-Jan-1996,Married,2,Retail_Trade,69,,3,None,Bank_Transfer,Bulawayo NPS6601,1,2025-02-26,2025-03-15,2025-04-13,2028-02-28,11002.2,17.15,36,Monthly,Stock_Purchase,Female,16-Jan-1983,Married,2,Government,57,861.89,4,,EcoCash,Manicaland XMN8380,0,2025-09-04,2025-09-06,2025-10-05,2025-12-05,1208.03,129.46,3,Monthly,Home_Improvement,Male,18-Jan-1971,Married,2,Agriculture,115,226.71,0,Property,Bank_Transfer,Harare PVM3035,0,2025-11-29,2025-12-03,2026-01-15,2026-11-28,1968.68,147.71,12,Bi-Weekly,Business_Expansion,Male,28-May-1971,Married,6,Informal_Sector,29,482.22,5,None,Cash,Matabeleland_South IWD3752,0,2025-01-31,2025-02-20,2025-03-20,2026-02-15,1984.47,140.69,12,Monthly,School_Fees,Female,16-Jan-1990,Single,,Education,95,377.24,1,Savings,Cash,Mashonaland_West GLF9686,2,2024-12-21,2025-01-02,2025-02-10,2026-06-26,746.4,96.05,18,Monthly,Equipment,Male,20-Jul-1980,Divorced,5,Agriculture,67,93.19,4,Livestock,Cash,Matabeleland_North RRX0963,1,2025-12-20,2026-01-10,2026-02-19,2027-01-05,1007.77,12.63,12,Monthly,Business_Expansion,Female,03-Dec-1973,Married,1,Agriculture,93,127.14,1,Property,Cash,Manicaland UAB7848,2,2025-02-19,2025-02-23,2025-03-26,2027-02-13,2009.68,9.86,24,Monthly,Livestock,Male,06-Mar-1969,Married,5,Manufacturing,82,384.1,3,,EcoCash,Harare TDS0452,0,2025-02-06,2025-02-12,2025-03-10,2025-08-11,1695.34,104.18,6,Monthly,Equipment,Male,31-Jan-1969,Single,5,Informal_Sector,31,334.1,0,None,Bank_Transfer,Mashonaland_East HSK3153,1,2026-02-12,2026-02-26,2026-03-28,2028-02-16,6164.95,,24,Monthly,Equipment,Female,19-Feb-2005,Single,0,Transport,13,314.46,3,Livestock,Cash,Harare SQA3360,4,2025-09-03,2025-09-06,2025-10-01,2028-08-21,11936.98,15.8,36,Monthly,Equipment,Male,26-Jul-1971,Divorced,2,Informal_Sector,9,452.33,1,,Bank_Transfer,Bulawayo ECI1955,0,2025-04-19,2025-05-05,2025-06-10,2025-11-01,2457.84,113.72,6,Monthly,School_Fees,Female,15-Nov-2001,Single,,Retail_Trade,31,870.82,2,Savings,EcoCash,Midlands BTU2947,4,2025-08-15,2025-08-20,2025-09-23,2028-08-04,5146.01,16.95,36,Monthly,Home_Improvement,Male,14-Nov-2005,Single,1,Retail_Trade,11,422.16,1,Livestock,OneMoney,Midlands PEZ7733,4,2025-12-25,2026-01-13,2026-02-23,2029-12-23,10850.03,18.63,48,Monthly,Vehicle,Male,13-Feb-1989,Single,3,NGO,81,1464.42,1,Vehicle,EcoCash,Masvingo RPE1400,0,2024-12-21,2025-01-08,2025-02-16,2025-04-08,10835.86,132.15,3,Monthly,Funeral,Female,18-May-1995,Divorced,3,NGO,40,2038.31,1,Property,Bank_Transfer,Midlands QKS3138,3,2025-09-04,2025-09-17,2025-10-26,2027-09-07,2250.19,14.99,24,Monthly,Debt_Consolidation,Female,05-Jun-1987,Single,,,93,520.39,0,None,EcoCash,Mashonaland_West WOT7140,1,2025-11-30,2025-12-15,2026-01-13,2026-06-13,5267.73,84.0,6,Monthly,Stock_Purchase,Male,23-Jan-2004,Single,2,Agriculture,37,253.58,3,Vehicle,EcoCash,Bulawayo CIH5726,1,2025-02-04,2025-02-23,2025-03-24,2026-08-17,13543.91,135.67,18,Bi-Weekly,Business_Expansion,Female,26-Aug-2001,Married,3,Healthcare,12,959.65,0,Vehicle,EcoCash,Masvingo LUE0157,0,2025-11-04,2025-11-13,2025-12-14,2026-11-08,1694.45,,12,Bi-Weekly,Home_Improvement,Female,08-Nov-1999,Single,2,Informal_Sector,28,291.05,4,,EcoCash,Manicaland KFW0111,1,2025-09-24,2025-09-26,2025-11-04,2028-09-10,4032.68,13.65,36,Monthly,Working_Capital,Male,22-Jan-1967,Divorced,3,Informal_Sector,18,200.43,8,None,InnBucks,Mashonaland_Central OAI9172,1,2025-12-21,2026-01-03,2026-02-09,2027-12-24,13015.94,91.25,24,Monthly,Stock_Purchase,Male,09-Dec-1999,Divorced,3,Manufacturing,25,563.5,2,Guarantor,OneMoney,Manicaland LAH1856,1,2025-05-02,2025-05-10,2025-06-04,2026-05-05,11547.53,14.64,12,Monthly,Equipment,Female,25-May-1964,Widowed,2,Government,186,639.99,2,Savings,Cash,Mashonaland_Central NFK8809,0,2024-12-25,2025-01-10,2025-02-18,2025-07-09,1080.15,95.82,6,Monthly,School_Fees,Male,12-Jun-1975,Married,3,Manufacturing,81,197.29,0,None,EcoCash,Mashonaland_West EGP0512,3,2025-01-23,2025-01-29,2025-02-27,2026-01-24,3978.52,17.2,12,Monthly,Debt_Consolidation,Male,26-Mar-1999,Single,5,Retail_Trade,22,925.5,4,None,Bank_Transfer,Mashonaland_West BXM5911,5,2025-01-07,2025-01-19,2025-02-28,2025-04-19,378.91,,3,Monthly,Funeral,Female,19-Dec-1994,Single,0,Agriculture,50,306.4,6,Property,EcoCash,Midlands NWJ6522,0,2025-05-10,2025-05-16,2025-06-10,2025-11-12,1844.57,17.67,6,Monthly,Working_Capital,Male,05-Mar-2006,Single,1,Retail_Trade,17,343.55,0,Guarantor,EcoCash,Manicaland FAB8496,2,2025-07-14,2025-07-15,2025-08-25,2026-01-11,2684.72,111.96,6,Monthly,Livestock,Male,26-May-1992,Divorced,4,Informal_Sector,52,269.03,2,Property,Bank_Transfer,Harare UGD0885,1,2026-02-02,2026-02-09,2026-03-10,2027-08-03,8757.55,14.2,18,Bi-Weekly,Business_Expansion,Female,31-Dec-1992,Married,1,Government,48,410.93,1,Property,EcoCash,Harare NLE4038,1,2026-02-10,2026-02-17,2026-03-23,2029-02-01,4512.71,114.73,36,Monthly,Stock_Purchase,Male,28-Apr-1981,Married,3,Agriculture,96,245.0,2,None,Cash,Mashonaland_East RMT8564,0,2025-04-08,2025-04-29,2025-06-02,2025-10-26,1438.45,94.2,6,Monthly,Funeral,Female,07-Nov-1986,Single,0,Education,40,542.68,5,Savings,EcoCash,Matabeleland_North LPN5269,2,2025-06-04,2025-06-11,2025-07-07,2027-06-01,3419.7,115.41,24,Bi-Weekly,Livestock,Male,26-Nov-1995,Married,,Informal_Sector,16,504.88,1,Livestock,EcoCash,Bulawayo SRF1001,0,2024-12-30,2025-01-14,2025-02-13,2025-04-14,1251.76,80.05,3,Monthly,Livestock,Female,16-Feb-1996,,,Agriculture,87,,4,Savings,Bank_Transfer,Harare IPO5628,0,2025-08-05,2025-08-23,2025-09-20,2026-08-18,5709.42,15.23,12,Monthly,Wedding,Male,05-May-1988,Widowed,3,Healthcare,115,881.35,0,Guarantor,InnBucks,Mashonaland_Central YAB2836,5,2026-01-16,2026-01-17,2026-02-13,2026-02-16,715.99,168.03,1,Bi-Weekly,Rent,Female,10-Jun-1979,Married,,Government,,490.52,4,None,EcoCash,Matabeleland_North EAK7493,0,2025-01-15,2025-01-23,2025-02-21,2025-07-22,1985.07,108.39,6,Monthly,Wedding,Female,19-Jan-1989,Married,3,,32,594.58,3,Guarantor,EcoCash,Bulawayo VZS8779,1,2025-02-15,2025-02-18,2025-03-27,2026-02-13,2311.69,115.65,12,Monthly,Stock_Purchase,Male,14-Jun-1978,Married,2,Informal_Sector,42,371.64,1,Vehicle,EcoCash,Harare ZHU5296,1,2025-04-02,2025-04-10,2025-05-21,2026-04-05,3939.51,,12,Monthly,Business_Expansion,Female,07-Jun-1990,Married,4,Informal_Sector,9,465.34,3,Savings,EcoCash,Bulawayo EHL7819,0,2025-06-02,2025-06-11,2025-07-24,2026-06-06,1225.52,126.96,12,Monthly,Vehicle,Female,19-May-2005,Single,0,Agriculture,23,,3,None,EcoCash,Bulawayo ITI5109,1,2025-02-05,2025-02-22,2025-03-28,2026-02-17,3765.89,133.84,12,Weekly,Stock_Purchase,Male,13-Mar-1986,Married,5,Transport,134,307.17,3,None,Bank_Transfer,Mashonaland_West ZJJ6069,0,2025-04-28,2025-05-13,2025-06-12,2025-11-09,5847.11,115.35,6,Monthly,Funeral,Male,22-Oct-1963,Married,3,Mining,33,1752.42,3,Savings,EcoCash,Mashonaland_Central UXQ8523,1,2025-06-23,2025-07-02,2025-07-28,2026-06-27,4600.3,121.44,12,Monthly,Business_Expansion,Male,30-Jan-1968,Married,6,Retail_Trade,94,369.52,3,Vehicle,Bank_Transfer,Harare BJZ5615,2,2025-04-17,2025-04-20,2025-05-20,2026-04-15,1340.62,8.99,12,Monthly,Equipment,Male,22-Jun-2006,Single,0,Manufacturing,17,,3,Vehicle,Cash,Midlands BFK8030,0,2025-05-06,2025-05-09,2025-06-23,2026-05-04,2384.4,124.95,12,Monthly,Farming_Inputs,Male,13-May-1977,Divorced,4,,,833.15,1,None,Cash,Masvingo NOH6334,1,2025-10-31,2025-11-10,2025-12-13,2026-11-05,7152.26,126.96,12,Monthly,Stock_Purchase,Female,12-Jul-1984,Divorced,5,Retail_Trade,36,716.99,0,Property,Bank_Transfer,Bulawayo QCJ0449,1,2025-02-27,2025-03-01,2025-04-10,2026-02-24,12032.43,13.6,12,Monthly,Business_Expansion,Male,13-Feb-1965,Divorced,3,Government,59,665.06,0,Livestock,EcoCash,Mashonaland_Central LGV7177,0,2026-01-16,2026-01-28,2026-03-14,2028-01-18,1207.58,154.36,24,Monthly,Farming_Inputs,Male,06-Oct-2003,Divorced,1,Agriculture,,302.65,2,None,Cash,Mashonaland_Central YUU8227,0,2026-02-13,2026-02-14,2026-03-17,2026-08-13,2110.92,83.77,6,Monthly,Farming_Inputs,Male,23-Sep-1981,Single,5,Mining,156,671.58,1,Guarantor,EcoCash,Manicaland EYU5539,2,2025-12-26,2026-01-07,2026-02-11,2027-12-28,5984.19,82.73,24,Weekly,Livestock,Female,30-Oct-1997,Married,1,Transport,,877.62,3,Vehicle,Bank_Transfer,Bulawayo FXQ9279,0,2025-07-23,2025-07-25,2025-08-27,2027-01-16,1964.53,109.0,18,Bi-Weekly,Personal,Male,06-Aug-2000,Married,3,Education,12,357.65,1,None,Cash,Mashonaland_East KVN0414,5,2025-05-19,2025-05-21,2025-07-03,2025-08-19,1390.81,154.87,3,Bi-Weekly,Funeral,Female,05-Jan-1967,Widowed,3,Finance,25,1193.26,0,None,EcoCash,Masvingo BWO7564,4,2025-03-27,2025-04-05,2025-05-17,2029-03-15,2658.89,15.2,48,Bi-Weekly,Vehicle,Male,28-Dec-2000,Single,6,Agriculture,27,122.92,0,Property,EcoCash,Bulawayo SHA4528,0,2025-07-12,2025-07-23,2025-08-23,2026-01-19,993.47,16.66,6,Monthly,Business_Expansion,Female,08-May-1958,Married,,Healthcare,63,407.17,5,Property,Bank_Transfer,Mashonaland_West LCV5905,0,2025-09-11,2025-09-22,2025-11-02,2026-09-17,2043.54,102.48,12,Monthly,Business_Expansion,Male,20-Jun-1969,Married,6,Agriculture,14,327.01,1,Savings,Bank_Transfer,Bulawayo PPJ8929,1,2025-06-18,2025-06-22,2025-07-24,2026-12-14,3805.95,141.08,18,Weekly,Equipment,Male,09-Mar-1970,Divorced,1,Retail_Trade,28,454.94,3,Guarantor,InnBucks,Manicaland ZTY0059,3,2025-06-20,2025-07-02,2025-08-14,2026-06-27,1941.62,18.75,12,Bi-Weekly,Personal,Male,04-Mar-1983,Married,4,Healthcare,102,881.81,2,Savings,Cash,Harare AYY0072,2,2025-09-09,2025-09-15,2025-10-16,2026-09-10,9289.86,14.33,12,Monthly,Farming_Inputs,Female,23-Mar-1964,Single,,,40,699.02,2,Savings,EcoCash,Bulawayo TUR5072,0,2025-08-13,2025-08-30,2025-10-01,2026-02-26,1063.38,17.06,6,Monthly,Farming_Inputs,Female,11-Aug-1967,Married,1,Informal_Sector,9,528.85,4,None,InnBucks,Manicaland DPA2836,1,2025-03-04,2025-03-15,2025-04-14,2025-09-11,2995.77,90.64,6,Monthly,Business_Expansion,Female,20-Apr-1994,Married,2,Education,53,515.5,4,Vehicle,Cash,Manicaland MWP0809,0,2025-07-09,2025-07-14,2025-08-14,2026-01-10,2365.68,139.51,6,Monthly,Farming_Inputs,Male,25-Oct-1983,Divorced,,Agriculture,39,365.67,0,Savings,Bank_Transfer,Bulawayo NIT5344,3,2025-07-30,2025-08-19,2025-09-23,2026-08-14,1178.4,11.41,12,Bi-Weekly,School_Fees,Male,30-Nov-1994,Married,1,Informal_Sector,21,268.67,1,None,OneMoney,Mashonaland_East EMF9379,0,2025-11-18,2025-11-21,2025-12-22,2027-05-15,2228.61,142.92,18,Bi-Weekly,Personal,Male,02-Jan-1998,Single,5,Retail_Trade,86,667.7,1,None,EcoCash,Matabeleland_North FDW7329,1,2025-09-13,2025-09-30,2025-11-11,2026-09-25,9888.74,113.98,12,Monthly,Business_Expansion,Male,30-Jan-1997,Married,2,Telecom,57,1736.11,2,Savings,EcoCash,Masvingo KAA7544,0,2025-11-16,2025-12-02,2026-01-02,2027-05-26,1064.74,165.06,18,Weekly,Debt_Consolidation,Male,12-Jan-1965,Married,4,Informal_Sector,10,339.74,2,Vehicle,EcoCash,Harare QYA6379,0,2025-05-01,2025-05-06,2025-06-16,2025-11-02,2377.69,123.93,6,Monthly,Medical,Male,21-Aug-1982,Married,4,Government,99,584.65,1,Savings,Cash,Harare HLA1104,4,2025-09-13,2025-09-18,2025-10-23,2029-08-28,13305.39,14.83,48,Monthly,Vehicle,Male,19-Aug-1984,Divorced,1,Manufacturing,65,525.56,2,Vehicle,EcoCash,Harare ZTB7327,4,2025-11-07,2025-11-17,2025-12-28,2028-11-01,3224.72,118.43,36,Monthly,Vehicle,Male,22-Nov-1984,Married,2,Agriculture,107,185.84,5,,EcoCash,Manicaland VSX6645,5,2025-07-20,2025-07-31,2025-08-28,2026-01-27,349.5,159.42,6,Monthly,Rent,Male,06-Oct-1996,Married,0,Informal_Sector,25,,3,Property,Bank_Transfer,Midlands MKX0188,1,2026-01-04,2026-01-24,2026-02-25,2027-01-19,37165.67,93.9,12,Monthly,Equipment,Male,19-Oct-1989,Divorced,3,,62,1579.98,2,Vehicle,EcoCash,Mashonaland_East MYK6810,2,2025-05-03,2025-05-12,2025-06-24,2027-05-02,3440.22,101.74,24,Weekly,Farming_Inputs,Male,09-Sep-1963,Married,3,Government,114,,2,Property,EcoCash,Harare UJZ3099,0,2025-07-25,2025-08-12,2025-09-21,2026-02-08,1994.96,18.92,6,Monthly,Equipment,Male,27-May-1972,Married,2,Informal_Sector,20,408.47,4,None,OneMoney,Mashonaland_Central NLQ6953,1,2025-07-31,2025-08-17,2025-09-13,2027-08-07,5076.2,92.37,24,Monthly,Working_Capital,Female,12-Jun-1978,Married,3,Informal_Sector,11,682.39,0,Property,OneMoney,Harare THD3997,2,2025-11-07,2025-11-17,2025-12-28,2026-11-12,1727.24,110.57,12,Monthly,Equipment,Male,21-Dec-1973,Married,,Government,76,,0,Guarantor,Cash,Matabeleland_South DHW1898,3,2025-03-02,2025-03-14,2025-04-28,2025-09-10,2039.93,19.24,6,Monthly,,Female,27-Feb-1970,Married,8,Transport,78,565.99,2,,Bank_Transfer,Midlands CAZ6419,0,2025-07-23,2025-07-26,2025-08-23,2026-01-22,5484.28,15.68,6,Bi-Weekly,Livestock,Male,06-Jan-2006,Single,2,NGO,18,1119.41,2,Guarantor,EcoCash,Manicaland HCE9029,0,2025-10-03,2025-10-23,2025-11-24,2027-10-13,1663.52,89.1,24,Monthly,Vehicle,Male,21-Jan-1992,Married,,,35,,4,Livestock,EcoCash,Manicaland BPO3584,3,2026-02-09,2026-02-13,2026-03-25,2027-08-07,829.49,15.83,18,Monthly,Rent,Female,01-Dec-1998,Single,2,Agriculture,11,153.37,4,Guarantor,Cash,Matabeleland_South DCW6953,3,2025-07-13,2025-07-14,2025-08-26,2026-01-10,593.37,18.03,6,Monthly,Rent,Male,20-Jan-1985,Married,7,Informal_Sector,40,179.0,4,None,Bank_Transfer,Manicaland WJW5631,5,2025-09-23,2025-10-13,2025-11-23,2026-04-11,172.72,189.31,6,Weekly,Rent,Male,02-Mar-1983,Married,5,Agriculture,64,170.45,2,None,EcoCash,Midlands JMU4733,3,2026-01-15,2026-02-02,2026-03-19,2028-01-23,1270.71,15.25,24,Monthly,Personal,Female,21-Dec-1982,Married,2,Informal_Sector,10,314.9,3,None,EcoCash,Mashonaland_Central AUQ3924,1,2025-04-17,2025-05-08,2025-06-04,2027-04-28,1609.92,104.93,24,Monthly,Stock_Purchase,Male,24-May-1967,Single,,Agriculture,34,159.41,0,Savings,InnBucks,Mashonaland_West WOB4261,3,2025-10-10,2025-10-22,2025-11-27,2026-10-17,2681.52,17.44,12,Bi-Weekly,Debt_Consolidation,Male,20-Aug-1993,Married,3,Retail_Trade,58,675.13,1,None,Cash,Manicaland FAA0395,2,2025-11-21,2025-12-06,2026-01-04,2026-12-01,4513.5,71.13,12,Bi-Weekly,Farming_Inputs,Male,05-Nov-1966,Married,4,Agriculture,27,482.92,4,Livestock,OneMoney,Mashonaland_West SJJ3512,4,2025-09-10,2025-09-28,2025-11-04,2027-09-18,15224.36,14.72,24,Monthly,Equipment,Female,21-Dec-1993,Married,3,Retail_Trade,63,604.74,5,Livestock,Bank_Transfer,Harare MDD5141,1,2025-10-15,2025-10-18,2025-12-01,2027-10-08,4141.63,102.93,24,Monthly,Working_Capital,Female,16-Nov-1957,Married,3,Healthcare,39,398.06,1,None,Cash,Masvingo UFL6151,1,2025-03-13,2025-03-16,2025-04-28,2027-03-06,11326.16,102.59,24,Monthly,Working_Capital,Male,06-Dec-1989,Married,1,Government,31,462.24,1,None,Bank_Transfer,Harare RNV2828,0,2025-08-02,2025-08-06,2025-09-17,2025-11-04,2358.63,17.42,3,Monthly,Rent,Male,06-Oct-1963,Divorced,,Retail_Trade,30,579.17,1,Guarantor,EcoCash,Harare IBG4905,1,2025-03-23,2025-03-25,2025-04-25,2027-03-15,6633.82,15.66,24,Monthly,Business_Expansion,Male,22-Sep-1982,Single,1,Construction,115,789.19,0,Vehicle,Bank_Transfer,Mashonaland_West EWQ2853,1,2025-07-14,2025-07-16,2025-08-15,2026-01-12,4713.97,126.48,6,Monthly,Equipment,Male,07-Oct-1982,Married,2,Informal_Sector,59,460.2,0,None,Cash,Harare DKT1418,3,2025-04-04,2025-04-17,2025-05-26,2025-10-14,2381.99,13.31,6,Monthly,School_Fees,Female,24-Mar-1967,Married,3,Mining,28,643.41,1,Guarantor,Bank_Transfer,Masvingo RCA6055,2,2025-06-01,2025-06-18,2025-07-15,2026-03-15,363.91,84.8,9,Monthly,Working_Capital,Male,17-Nov-1998,Single,6,Agriculture,24,155.78,2,Property,InnBucks,Harare PTU0261,0,2025-09-14,2025-10-03,2025-11-03,2026-09-28,807.24,99.38,12,Monthly,Equipment,Male,20-Feb-1996,,2,Agriculture,75,227.64,1,Vehicle,EcoCash,Midlands RQM8471,3,2025-05-24,2025-05-25,2025-06-28,2026-05-20,2642.98,13.45,12,Monthly,Personal,Male,17-Nov-1980,Widowed,4,Retail_Trade,51,675.21,3,Savings,OneMoney,Harare FIO1669,3,2025-12-29,2026-01-18,2026-02-12,2027-01-13,581.01,15.06,12,Monthly,Debt_Consolidation,Male,09-May-1988,Single,2,Transport,135,197.33,3,Guarantor,InnBucks,Harare RWA3084,1,2025-10-06,2025-10-21,2025-11-25,2026-10-16,962.03,15.06,12,Monthly,Stock_Purchase,Male,06-Jun-1977,Married,6,Informal_Sector,53,,1,Vehicle,InnBucks,Harare MWJ3622,3,2025-06-20,2025-07-03,2025-08-02,2026-12-25,391.66,12.97,18,Monthly,Medical,Male,18-Jan-1960,Divorced,7,Construction,46,190.38,1,Guarantor,Bank_Transfer,Bulawayo ZWO7580,4,2025-10-02,2025-10-19,2025-11-25,2028-10-03,3532.83,15.32,36,Monthly,Home_Improvement,Male,30-Dec-1983,Married,2,Manufacturing,71,181.1,0,Savings,EcoCash,Harare ZNN5139,2,2025-03-24,2025-04-01,2025-05-08,2026-09-23,8791.37,13.18,18,Monthly,Farming_Inputs,Female,17-Sep-1994,Married,2,Mining,62,824.69,0,Livestock,Bank_Transfer,Mashonaland_West XKW2878,5,2026-02-14,2026-02-27,2026-03-28,2026-04-28,746.54,167.08,2,Bi-Weekly,Medical,Male,20-Apr-1982,Married,4,Education,67,367.99,3,Property,EcoCash,Midlands SOB1176,0,2026-01-23,2026-01-31,2026-03-11,2028-01-21,4518.27,15.99,24,Monthly,Funeral,Male,04-Nov-1964,Single,6,Mining,86,679.06,1,Guarantor,Bank_Transfer,Harare XCK6612,1,2025-10-09,2025-10-24,2025-11-20,2026-10-19,7474.94,121.61,12,Weekly,Business_Expansion,Male,24-Mar-1982,Married,3,Informal_Sector,21,338.16,1,Property,Bank_Transfer,Bulawayo ASP8488,3,2025-11-17,2025-12-02,2026-01-05,2027-11-22,1801.08,16.41,24,Monthly,Medical,Male,13-Dec-1998,Single,2,Retail_Trade,14,,0,Guarantor,InnBucks,Manicaland ZJQ7036,2,2025-03-22,2025-04-04,2025-05-13,2026-03-30,11091.79,95.19,12,Monthly,Farming_Inputs,Male,06-Nov-1991,Single,5,Retail_Trade,103,697.19,1,Livestock,EcoCash,Harare KSE8052,5,2025-08-17,2025-08-22,2025-09-19,2025-11-20,236.24,146.74,3,Bi-Weekly,Rent,Male,29-Jul-2007,Married,1,Informal_Sector,8,237.45,1,None,EcoCash,Mashonaland_West BDQ1385,0,2025-05-20,2025-05-21,2025-06-28,2026-11-12,840.1,14.81,18,Monthly,Personal,Female,29-Nov-1990,Married,4,Agriculture,61,191.09,5,None,Bank_Transfer,Manicaland VXR0368,1,2025-02-15,2025-02-23,2025-04-06,2028-02-08,13388.41,15.25,36,Monthly,Equipment,Female,24-Oct-2003,Married,0,Transport,25,698.94,5,Guarantor,Cash,Manicaland ZHB4902,0,2025-08-08,2025-08-16,2025-09-26,2026-08-11,1254.58,16.06,12,Monthly,Home_Improvement,Male,05-Jun-1958,Widowed,4,Government,81,363.91,2,Guarantor,Bank_Transfer,Harare POY8883,0,2025-01-21,2025-02-09,2025-03-07,2026-08-03,5001.98,17.0,18,Monthly,,Male,26-Apr-2000,Married,,Retail_Trade,20,740.28,2,Savings,Bank_Transfer,Harare GIQ3177,3,2025-02-11,2025-02-13,2025-03-24,2026-02-08,443.44,14.34,12,Monthly,School_Fees,Male,22-Jan-1998,Married,4,Informal_Sector,17,234.69,2,Guarantor,EcoCash,Matabeleland_North ONY1016,2,2025-12-05,2025-12-13,2026-01-15,2026-09-09,880.7,11.69,9,Monthly,Livestock,Female,19-May-1980,Married,2,Agriculture,43,100.72,1,Livestock,Bank_Transfer,Harare CHQ4117,0,2026-02-05,2026-02-14,2026-03-28,2027-02-09,1394.75,110.91,12,Monthly,Equipment,Male,15-Dec-1995,Single,3,Agriculture,22,409.88,4,Savings,EcoCash,Mashonaland_West XID9340,0,2025-07-28,2025-08-16,2025-09-21,2025-11-14,699.07,15.33,3,Monthly,Home_Improvement,Male,02-Nov-1966,Married,5,Agriculture,126,273.43,2,Savings,Cash,Matabeleland_North PEC4135,2,2025-03-27,2025-04-12,2025-05-16,2026-04-07,6717.49,71.77,12,Monthly,Working_Capital,Female,11-Feb-1996,Divorced,1,Education,50,712.58,1,Livestock,InnBucks,Manicaland ADP3518,4,2025-06-11,2025-06-18,2025-07-22,2026-12-10,4715.47,17.79,18,Monthly,Vehicle,Female,08-Jan-2005,Married,3,Construction,18,426.23,2,None,EcoCash,Mashonaland_Central WUD9379,1,2025-04-29,2025-05-12,2025-06-07,2026-11-03,8775.75,121.77,18,Monthly,Stock_Purchase,Female,27-Jan-1995,Divorced,2,NGO,46,616.57,5,Property,EcoCash,Mashonaland_Central RCT6710,0,2025-03-19,2025-04-04,2025-05-01,2026-09-26,4169.55,154.0,18,Monthly,Working_Capital,Male,27-Mar-1995,Single,3,Mining,35,,1,None,Cash,Manicaland YPK9577,1,2025-09-17,2025-09-26,2025-11-03,2026-09-21,1573.04,10.95,12,Monthly,Business_Expansion,Male,31-May-1983,Single,2,Agriculture,25,288.21,0,Vehicle,OneMoney,Harare KOX2113,2,2025-12-02,2025-12-22,2026-01-22,2026-06-20,7327.65,15.9,6,Monthly,Farming_Inputs,Male,07-Oct-1986,Married,1,Government,94,575.18,0,Property,InnBucks,Harare UJG4961,4,2025-10-18,2025-10-26,2025-11-28,2028-10-10,5149.44,14.87,36,Weekly,Vehicle,Male,04-Mar-1992,Married,3,Agriculture,35,154.95,1,Savings,OneMoney,Manicaland HAY5847,1,2025-06-22,2025-07-01,2025-08-04,2026-06-26,2377.31,136.71,12,Monthly,Working_Capital,Female,23-Feb-1996,Married,2,Agriculture,,276.76,2,None,EcoCash,Harare PHI6345,3,2025-06-04,2025-06-25,2025-08-06,2025-12-22,1000.95,17.54,6,Monthly,Medical,Female,05-Dec-1978,Married,3,Healthcare,43,,1,None,EcoCash,Manicaland PEQ3550,2,2026-01-06,2026-01-18,2026-02-17,2026-10-15,1769.78,85.95,9,Monthly,Livestock,Male,22-Jan-1990,Married,3,Government,49,319.56,1,Livestock,EcoCash,Manicaland KAJ4969,5,2025-04-03,2025-04-17,2025-06-01,2025-07-16,797.86,115.29,3,Monthly,Rent,Female,18-Nov-1972,Married,7,Retail_Trade,72,819.02,7,None,EcoCash,Masvingo UEE9718,0,2025-12-02,2025-12-23,2026-01-20,2026-06-21,1138.4,15.26,6,Monthly,Equipment,Male,30-Apr-1998,Married,5,Construction,44,,1,None,InnBucks,Harare FNT7313,2,2025-01-05,2025-01-24,2025-02-24,2026-07-18,2283.94,12.32,18,Monthly,Equipment,Female,04-Aug-1971,Single,5,Informal_Sector,20,161.22,0,Guarantor,EcoCash,Masvingo OQO5683,0,2025-06-05,2025-06-22,2025-08-04,2026-12-14,1797.3,16.07,18,Weekly,Livestock,Male,20-Nov-1976,Married,7,Informal_Sector,16,446.45,3,Guarantor,EcoCash,Mashonaland_Central NWQ3973,1,2025-10-27,2025-11-04,2025-12-07,2026-10-30,3131.03,11.81,12,Weekly,Working_Capital,Female,09-Oct-1999,Divorced,3,Informal_Sector,39,,2,Savings,Bank_Transfer,Midlands GTI1384,2,2025-09-12,2025-09-24,2025-10-28,2026-06-21,767.74,116.19,9,Bi-Weekly,Equipment,Female,31-Mar-1969,Married,2,Retail_Trade,35,200.51,0,None,Cash,Mashonaland_West AHK9950,3,2025-07-03,2025-07-24,2025-09-01,2026-07-19,1693.21,14.38,12,Monthly,School_Fees,Male,11-Dec-1989,Divorced,5,,64,,1,Guarantor,Bank_Transfer,Midlands GPZ4054,5,2025-03-14,2025-03-23,2025-05-02,2025-06-21,1092.43,155.97,3,Weekly,Personal,Male,01-Jan-1973,,5,Construction,30,850.36,2,Savings,OneMoney,Manicaland HFK9029,0,2025-10-29,2025-11-19,2025-12-28,2026-05-18,1678.38,143.78,6,Weekly,Business_Expansion,Male,26-Sep-1990,Divorced,2,Retail_Trade,123,,1,Livestock,InnBucks,Mashonaland_Central PXA5874,0,2025-09-26,2025-10-05,2025-11-12,2026-04-03,3669.37,119.74,6,Monthly,Vehicle,Male,21-Oct-1980,Married,0,Transport,87,574.76,2,Property,InnBucks,Bulawayo QQK0987,1,2025-08-22,2025-09-06,2025-10-21,2028-08-21,2276.36,107.97,36,Monthly,Business_Expansion,Female,19-May-1994,Single,1,Informal_Sector,23,277.0,4,Guarantor,Cash,Manicaland KOB6393,1,2025-05-01,2025-05-07,2025-06-15,2028-04-21,10006.73,130.53,36,Bi-Weekly,Working_Capital,Female,03-Oct-1995,Single,2,Government,75,964.01,1,Guarantor,InnBucks,Midlands UCS9907,2,2025-01-28,2025-02-07,2025-03-06,2027-01-28,1311.19,16.44,24,Monthly,Working_Capital,Male,16-Nov-1982,Widowed,6,Informal_Sector,15,146.83,7,Guarantor,EcoCash,Mashonaland_Central ZUD7019,0,2024-12-25,2025-01-02,2025-02-02,2025-12-28,1394.68,111.5,12,Monthly,School_Fees,Male,15-Dec-1984,Widowed,3,Informal_Sector,38,,1,None,Cash,Mashonaland_East JUM0665,0,2025-08-21,2025-09-02,2025-10-11,2026-08-28,4157.44,166.86,12,Monthly,Livestock,Male,28-Jul-1990,Single,3,Retail_Trade,106,477.9,0,Savings,EcoCash,Mashonaland_West TPP9015,4,2025-06-14,2025-07-04,2025-08-15,2026-12-26,1769.66,16.21,18,Monthly,Home_Improvement,Male,28-Jun-2005,Single,3,Transport,12,142.62,3,Savings,EcoCash,Midlands MXR4724,4,2025-11-02,2025-11-19,2026-01-03,2027-05-13,9877.62,15.23,18,Weekly,Home_Improvement,Male,10-Jun-1979,Divorced,6,Retail_Trade,30,853.93,0,Property,Bank_Transfer,Bulawayo HOD5285,0,2025-02-20,2025-02-21,2025-03-28,2026-08-15,730.68,17.66,18,Monthly,Funeral,Male,18-Aug-1995,Married,1,Informal_Sector,9,208.52,0,None,EcoCash,Mashonaland_Central DHM7054,2,2025-08-05,2025-08-17,2025-09-11,2026-08-12,6280.95,101.05,12,Bi-Weekly,Equipment,Female,13-Jun-1994,Single,0,Agriculture,27,372.93,1,Livestock,EcoCash,Manicaland CQJ0272,1,2025-05-23,2025-06-01,2025-07-05,2026-11-23,5503.0,107.3,18,Weekly,Business_Expansion,Female,23-May-1983,Married,3,Retail_Trade,124,674.74,1,Vehicle,EcoCash,Manicaland KLO3196,4,2025-01-08,2025-01-11,2025-02-05,2026-01-06,4816.24,16.56,12,Bi-Weekly,Equipment,Male,24-Apr-1983,Single,3,Agriculture,54,147.71,0,Guarantor,Cash,Mashonaland_West GFB1649,5,2025-12-12,2026-01-01,2026-01-28,2026-04-01,1347.23,134.93,3,Monthly,Personal,Female,15-Oct-1957,Married,1,Government,24,766.73,3,None,Cash,Harare NOQ5877,3,2025-05-16,2025-06-06,2025-07-09,2026-11-28,1641.44,17.08,18,Monthly,Medical,Male,31-Jan-1964,Widowed,3,Informal_Sector,6,321.88,0,Savings,EcoCash,Harare CYI8589,1,2025-06-24,2025-07-07,2025-08-19,2026-01-03,6887.08,15.17,6,Bi-Weekly,Business_Expansion,Female,11-Apr-1995,Married,4,Government,29,624.74,0,Guarantor,EcoCash,Mashonaland_East FWO7157,2,2025-01-04,2025-01-16,2025-02-23,2025-10-13,958.33,83.06,9,Monthly,Farming_Inputs,Female,07-Nov-1954,Married,0,Agriculture,118,150.21,2,Property,EcoCash,Harare OWE0183,0,2025-07-21,2025-08-11,2025-09-09,2026-02-07,6537.03,152.94,6,Monthly,,Female,17-Dec-1985,Single,3,NGO,30,822.6,4,None,Bank_Transfer,Harare QXU5403,0,2025-06-20,2025-07-02,2025-08-14,2027-06-22,1796.68,102.47,24,Monthly,Equipment,Male,02-Oct-2003,Single,2,Transport,18,1050.47,3,None,Bank_Transfer,Harare MWK4766,5,2025-11-16,2025-12-03,2026-01-09,2026-02-01,474.58,195.65,2,Monthly,Personal,Female,14-May-2007,Single,,Informal_Sector,8,238.84,2,None,InnBucks,Harare XLG8768,0,2025-05-21,2025-06-10,2025-07-16,2026-12-02,3932.77,16.73,18,Bi-Weekly,Equipment,Male,19-Jun-1990,Married,,Government,53,,5,Vehicle,Bank_Transfer,Midlands VKS3432,0,2025-10-11,2025-11-01,2025-12-05,2026-01-30,1844.07,92.91,3,Bi-Weekly,Vehicle,Male,20-Nov-1966,Widowed,,Education,95,516.49,0,Savings,Cash,Mashonaland_West GMC1606,1,2025-12-17,2026-01-02,2026-01-28,2027-12-23,9657.59,14.16,24,Bi-Weekly,Business_Expansion,Male,26-Aug-1979,Married,2,Informal_Sector,10,664.81,1,Vehicle,Bank_Transfer,Manicaland PNE3192,2,2025-09-18,2025-09-22,2025-10-24,2027-03-16,3922.45,122.0,18,Monthly,Equipment,Male,11-Mar-1998,,2,Agriculture,102,,2,Guarantor,Cash,Manicaland ZDH0081,5,2025-11-13,2025-11-15,2025-12-22,2026-05-14,839.35,134.55,6,Monthly,Funeral,Female,23-Aug-2007,Single,2,Transport,9,879.26,3,None,OneMoney,Matabeleland_South BUQ0384,2,2025-08-16,2025-08-26,2025-10-06,2026-08-21,7710.87,71.09,12,Monthly,Farming_Inputs,Female,02-Dec-1983,Married,4,,52,451.01,0,None,Bank_Transfer,Masvingo SDJ1245,0,2025-06-29,2025-07-15,2025-08-26,2026-01-11,901.23,150.08,6,Monthly,Livestock,Female,13-Jan-1984,Married,1,Agriculture,110,126.45,0,None,Bank_Transfer,Manicaland YHI0373,3,2025-07-17,2025-07-23,2025-09-02,2027-07-13,3924.58,13.6,24,Monthly,School_Fees,Male,29-Dec-1992,Married,5,Construction,88,956.95,1,Savings,Bank_Transfer,Harare HTB2148,0,2025-08-29,2025-09-19,2025-10-28,2025-12-18,1300.06,146.66,3,Monthly,School_Fees,Female,05-Jan-1958,Married,4,Retail_Trade,42,,2,,Cash,Manicaland ESJ8744,2,2025-06-01,2025-06-07,2025-07-10,2026-06-02,8909.01,63.54,12,Monthly,Working_Capital,Female,12-Apr-1983,Married,6,Government,93,781.51,2,Guarantor,InnBucks,Harare OKZ6934,1,2025-02-17,2025-03-10,2025-04-22,2025-09-06,15995.68,101.36,6,Monthly,Stock_Purchase,Female,01-Feb-1980,Married,,,19,751.34,0,,EcoCash,Bulawayo IWJ2087,2,2025-04-16,2025-04-29,2025-05-28,2027-04-19,4431.17,14.66,24,Monthly,Farming_Inputs,Male,22-Oct-1978,Married,4,Government,19,495.02,1,Property,Cash,Matabeleland_South YQW6666,3,2025-09-16,2025-09-19,2025-10-21,2027-09-09,2575.55,82.04,24,Bi-Weekly,Personal,Female,14-Jun-2005,Single,1,Government,27,663.51,1,Savings,Bank_Transfer,Manicaland DRL1639,2,2026-01-19,2026-02-04,2026-03-13,2027-01-30,3197.32,103.78,12,Monthly,Farming_Inputs,Male,22-Oct-1991,Married,,Retail_Trade,71,452.19,1,Savings,InnBucks,Mashonaland_West HSB5951,5,2025-03-22,2025-03-28,2025-05-12,2025-06-26,491.42,175.12,3,Bi-Weekly,Personal,Female,04-Feb-1988,Divorced,0,Informal_Sector,11,180.9,6,Vehicle,Bank_Transfer,Bulawayo RLN3664,1,2025-06-29,2025-06-30,2025-08-04,2025-12-27,6382.74,11.47,6,Bi-Weekly,Working_Capital,Male,23-Jan-1998,Single,2,Agriculture,28,231.36,0,Property,EcoCash,Matabeleland_South DQX4439,0,2025-11-27,2025-12-09,2026-01-12,2026-06-07,2593.68,99.84,6,Monthly,School_Fees,Male,30-Sep-1968,Married,3,Manufacturing,138,535.39,0,Savings,EcoCash,Mashonaland_West BRL1853,1,2025-09-25,2025-10-12,2025-11-06,2027-10-02,7699.74,130.34,24,Monthly,,Male,05-May-1966,Married,1,Retail_Trade,74,591.13,6,Property,Bank_Transfer,Mashonaland_East WTV4777,0,2026-02-23,2026-02-28,2026-04-12,2026-08-27,1433.47,81.89,6,Monthly,Personal,Male,07-Feb-1993,,1,Healthcare,82,335.46,2,None,EcoCash,Mashonaland_East UYI1073,0,2025-01-07,2025-01-28,2025-03-09,2025-04-28,742.73,16.45,3,Monthly,Business_Expansion,Female,04-Mar-1976,Married,5,Agriculture,28,207.56,2,None,EcoCash,Harare EZM9046,1,2025-04-14,2025-04-26,2025-05-25,2026-04-21,6523.41,122.92,12,Monthly,Working_Capital,Female,19-Oct-1975,Married,5,Informal_Sector,16,,1,Vehicle,EcoCash,Mashonaland_East NGH1312,2,2025-05-03,2025-05-14,2025-06-24,2025-11-10,2529.77,9.69,6,Weekly,Livestock,Male,12-Oct-2003,Married,0,Manufacturing,15,326.28,3,None,OneMoney,Harare ZPJ3568,2,2025-01-11,2025-01-13,2025-02-15,2025-10-10,14249.32,13.48,9,Monthly,Livestock,Female,15-Sep-2001,Single,1,NGO,8,1695.53,3,Livestock,Bank_Transfer,Mashonaland_Central GCU3692,1,2025-11-28,2025-12-08,2026-01-07,2026-12-03,2208.08,15.85,12,Monthly,,Male,11-Jul-2000,Married,2,Construction,21,,0,Vehicle,EcoCash,Masvingo KQP8149,3,2025-10-07,2025-10-13,2025-11-13,2027-10-03,4903.49,15.58,24,Monthly,Personal,Male,15-Aug-1992,Married,4,Finance,52,1035.28,6,None,Cash,Bulawayo XRE6790,3,2025-03-04,2025-03-09,2025-04-03,2026-03-04,704.83,14.41,12,Monthly,Personal,Female,12-Jun-1970,,5,Agriculture,4,223.58,2,Guarantor,EcoCash,Harare WOB4424,1,2025-04-23,2025-05-10,2025-06-17,2026-11-01,10199.69,13.81,18,Monthly,Stock_Purchase,Female,26-May-1970,Married,3,Informal_Sector,32,557.07,1,Vehicle,Bank_Transfer,Harare TZX2171,0,2025-03-12,2025-03-17,2025-04-28,2025-06-15,4574.9,14.81,3,Monthly,Personal,Male,11-Oct-1980,Married,2,Manufacturing,44,791.74,1,None,EcoCash,Manicaland KLB6758,1,2025-01-18,2025-01-20,2025-02-22,2026-07-14,1177.12,13.93,18,Monthly,Equipment,Male,06-May-1999,Married,3,Informal_Sector,18,102.1,5,Livestock,Cash,Midlands NJZ1004,3,2026-02-07,2026-02-18,2026-03-25,2027-08-12,1390.58,15.12,18,Monthly,Medical,Female,03-Jun-2000,Single,3,Informal_Sector,20,671.14,4,Guarantor,Cash,Masvingo SLC8186,0,2025-05-13,2025-05-27,2025-06-24,2026-05-22,4077.79,16.87,12,Bi-Weekly,Debt_Consolidation,Male,20-Jun-1970,Single,1,Retail_Trade,161,573.48,2,None,Bank_Transfer,Harare ESD3201,1,2025-09-21,2025-10-08,2025-11-05,2027-04-01,13943.33,119.52,18,Monthly,Stock_Purchase,Male,14-Mar-1995,Married,,Informal_Sector,41,616.7,1,Vehicle,EcoCash,Mashonaland_East GIL8255,2,2025-04-19,2025-05-03,2025-06-11,2026-04-28,5786.54,103.97,12,Monthly,Farming_Inputs,Male,13-Aug-1967,Married,4,Retail_Trade,13,425.48,0,Livestock,EcoCash,Matabeleland_South VIA2238,1,2025-08-22,2025-08-23,2025-10-06,2026-02-19,5849.13,14.81,6,Monthly,Working_Capital,Female,18-Aug-1998,Divorced,4,Informal_Sector,30,387.52,4,Property,InnBucks,Harare BIK2002,2,2025-03-01,2025-03-16,2025-04-13,2026-03-11,4583.98,9.66,12,Monthly,Farming_Inputs,Male,16-Dec-1982,Married,6,Retail_Trade,99,724.97,3,Property,InnBucks,Harare IGN2069,0,2025-12-11,2025-12-21,2026-02-03,2026-12-16,3897.16,15.65,12,Monthly,,Female,28-Aug-1974,Married,2,Manufacturing,40,902.87,0,None,EcoCash,Mashonaland_East WDC3985,1,2026-01-23,2026-02-07,2026-03-14,2029-01-22,8992.86,84.24,36,Monthly,Equipment,Male,06-May-1998,Widowed,3,Education,28,636.03,0,Property,EcoCash,Mashonaland_West GTD3498,2,2025-04-22,2025-04-27,2025-06-04,2026-10-19,16450.91,110.75,18,Weekly,Working_Capital,Male,10-May-1991,Widowed,1,Mining,119,1459.06,0,Guarantor,InnBucks,Mashonaland_West ZRR6014,2,2025-11-28,2025-12-03,2026-01-17,2026-11-28,6047.39,113.2,12,Weekly,Farming_Inputs,Male,28-Jul-1991,Married,4,Mining,127,675.28,0,Property,EcoCash,Matabeleland_North FUQ8627,2,2025-02-20,2025-02-28,2025-04-12,2025-11-25,1208.81,81.64,9,Bi-Weekly,Working_Capital,Female,12-Aug-1960,Widowed,4,,8,161.28,3,,InnBucks,Mashonaland_West RUY4061,2,2025-08-01,2025-08-05,2025-09-12,2027-01-27,1187.86,131.41,18,Monthly,,Male,13-Aug-1967,Married,3,Informal_Sector,11,186.87,2,Property,EcoCash,Harare DDH0817,1,2025-06-01,2025-06-16,2025-07-26,2026-06-11,6935.97,82.68,12,Weekly,Stock_Purchase,Female,20-Sep-1959,Divorced,7,Retail_Trade,54,,1,Property,EcoCash,Masvingo DKE5313,3,2025-09-28,2025-10-08,2025-11-04,2027-04-01,956.6,15.13,18,Monthly,Medical,Female,10-Nov-1968,Married,5,,45,412.59,2,None,Cash,Masvingo GQB8062,1,2025-03-24,2025-03-29,2025-04-27,2026-03-24,35295.39,13.22,12,Monthly,Working_Capital,Male,01-Jul-1987,Single,0,Mining,117,1801.39,1,None,Bank_Transfer,Mashonaland_West MJW1038,2,2025-09-16,2025-09-24,2025-10-28,2026-06-21,1427.53,117.36,9,Bi-Weekly,Farming_Inputs,Male,04-May-1967,Widowed,4,Informal_Sector,43,,4,Livestock,OneMoney,Mashonaland_Central MGE4928,4,2026-01-06,2026-01-23,2026-03-06,2030-01-02,4728.64,16.17,48,Monthly,Home_Improvement,Female,25-Apr-1978,Married,1,Agriculture,50,177.49,2,Savings,Bank_Transfer,Matabeleland_South WMX3148,4,2025-07-11,2025-07-15,2025-08-20,2028-06-29,5353.75,13.74,36,Monthly,Equipment,Female,06-May-1967,Married,5,Agriculture,75,245.52,1,Vehicle,EcoCash,Harare BCL4088,2,2025-12-12,2025-12-17,2026-01-17,2026-12-12,4142.76,11.2,12,Monthly,Equipment,Male,24-May-1994,Single,2,Construction,114,,0,Guarantor,Cash,Midlands POH1215,1,2025-09-24,2025-10-07,2025-11-02,2026-10-02,4129.27,13.22,12,Monthly,Business_Expansion,Female,06-May-1978,Single,5,Agriculture,48,,0,Guarantor,Bank_Transfer,Harare DBJ2669,1,2026-01-02,2026-01-14,2026-02-15,2028-01-04,10519.68,101.07,24,Monthly,Business_Expansion,Male,15-Oct-1994,Divorced,2,Education,109,527.07,0,Vehicle,Bank_Transfer,Harare ZTQ2278,0,2025-09-17,2025-09-21,2025-10-28,2027-03-15,1078.51,133.0,18,Monthly,Farming_Inputs,Male,11-Jun-1975,Married,5,Informal_Sector,8,174.04,0,Savings,Cash,Masvingo QPC2404,2,2025-07-22,2025-08-07,2025-09-21,2027-01-29,1154.35,88.33,18,Monthly,Farming_Inputs,Female,13-Mar-1998,Single,2,Agriculture,39,83.09,3,Guarantor,Cash,Manicaland FOA9641,3,2026-01-08,2026-01-15,2026-02-27,2027-01-10,8893.4,14.06,12,Weekly,Personal,Female,25-Mar-1976,Married,6,Mining,31,1897.36,2,Guarantor,Bank_Transfer,Mashonaland_East UZR2198,1,2024-12-19,2025-01-09,2025-02-03,2026-07-03,8089.83,11.25,18,Weekly,Equipment,Female,15-Apr-1987,Single,3,Education,19,532.64,2,Vehicle,EcoCash,Harare RJD8220,1,2025-03-29,2025-04-03,2025-05-01,2026-03-29,4956.09,131.45,12,Bi-Weekly,Stock_Purchase,Female,28-Apr-1992,Married,5,Manufacturing,63,369.91,2,None,Cash,Mashonaland_West YPO7168,4,2025-04-04,2025-04-23,2025-05-18,2028-04-07,4092.99,17.99,36,Monthly,Equipment,Female,09-May-1974,,4,Agriculture,,168.54,2,None,EcoCash,Mashonaland_East ZSO7284,4,2025-02-17,2025-03-06,2025-04-10,2028-02-19,2552.31,14.12,36,Monthly,Equipment,Male,13-Jun-1989,Married,,Informal_Sector,30,172.82,3,,EcoCash,Bulawayo YKC3947,0,2025-03-30,2025-04-10,2025-05-13,2026-04-05,679.0,15.81,12,Weekly,School_Fees,Female,08-Jun-2002,Single,1,Agriculture,14,216.79,0,None,Cash,Mashonaland_Central RAX5623,1,2025-01-11,2025-01-31,2025-03-02,2028-01-16,5935.0,139.68,36,Monthly,Stock_Purchase,Female,25-Apr-1995,Single,2,Informal_Sector,12,254.05,0,Property,EcoCash,Mashonaland_East NDN3928,2,2025-09-27,2025-10-13,2025-11-16,2026-07-10,2202.22,99.7,9,Monthly,Farming_Inputs,Male,24-May-1997,Married,5,Transport,35,231.53,3,Livestock,Bank_Transfer,Masvingo XBG4294,4,2025-01-09,2025-01-25,2025-02-21,2028-01-10,6663.7,14.25,36,Monthly,Equipment,Male,02-Feb-1981,Married,3,Transport,47,338.6,0,Vehicle,InnBucks,Harare URI6844,1,2025-06-17,2025-06-25,2025-07-28,2028-06-09,4785.01,96.13,36,Bi-Weekly,Stock_Purchase,Male,09-Apr-1989,Single,1,Government,109,348.04,0,None,Bank_Transfer,Harare LPC1008,3,2025-02-17,2025-03-03,2025-04-02,2026-02-26,2388.45,14.33,12,Monthly,Medical,Male,12-Apr-1982,Single,4,Retail_Trade,24,1026.78,3,,EcoCash,Matabeleland_South MQN7236,3,2025-05-08,2025-05-20,2025-06-23,2026-05-15,2634.33,12.35,12,Monthly,Personal,Male,13-Jul-1984,Married,5,Manufacturing,101,671.36,1,Guarantor,InnBucks,Matabeleland_North FTS0705,4,2025-07-26,2025-08-06,2025-09-04,2027-01-28,11846.38,16.72,18,Weekly,Equipment,Male,16-Jul-1962,Married,6,Agriculture,,431.17,3,Vehicle,Bank_Transfer,Bulawayo XRV5896,3,2025-04-01,2025-04-18,2025-05-19,2026-10-10,593.39,14.56,18,Monthly,Medical,Male,12-Jan-1978,Married,,Agriculture,113,187.32,0,Guarantor,EcoCash,Mashonaland_West FNK1549,1,2025-12-31,2026-01-21,2026-03-05,2026-07-20,6115.13,114.56,6,Monthly,Working_Capital,Female,20-Nov-1996,Married,3,Government,69,856.98,3,Property,EcoCash,Bulawayo QVG3369,3,2025-08-01,2025-08-16,2025-09-16,2026-02-12,1808.4,14.42,6,Monthly,School_Fees,Male,06-Mar-1979,Divorced,,Retail_Trade,63,412.73,2,Guarantor,EcoCash,Midlands UEF7361,3,2026-02-12,2026-02-28,2026-04-07,2027-02-23,1236.73,14.36,12,Monthly,Debt_Consolidation,Male,13-Feb-1968,Married,4,Retail_Trade,53,611.79,1,Guarantor,Cash,Mashonaland_Central OYI0421,1,2025-01-19,2025-01-28,2025-02-26,2027-01-18,20489.82,12.21,24,Monthly,Stock_Purchase,Male,15-Apr-1972,Married,3,Finance,119,1728.46,2,Guarantor,EcoCash,Harare RGN7073,1,2025-07-21,2025-08-06,2025-09-04,2028-07-21,4114.9,82.78,36,Monthly,Equipment,Female,05-Nov-1987,Single,3,Informal_Sector,15,433.44,3,None,OneMoney,Midlands DTB7149,3,2024-12-23,2025-01-07,2025-02-01,2026-01-02,568.77,12.79,12,Monthly,Medical,Male,17-Mar-1979,Widowed,3,Agriculture,83,339.36,4,None,EcoCash,Harare WAS9056,1,2025-08-27,2025-08-30,2025-10-12,2026-08-25,3004.7,13.19,12,Monthly,Stock_Purchase,Female,23-Feb-1983,Married,5,Manufacturing,89,169.44,3,None,InnBucks,Mashonaland_East ZDM4647,5,2025-02-19,2025-02-27,2025-04-07,2025-08-26,249.1,160.55,6,Monthly,Personal,Male,03-Aug-1977,Divorced,4,Agriculture,121,124.82,0,Guarantor,Bank_Transfer,Masvingo TVA1688,3,2025-09-18,2025-09-25,2025-10-28,2026-09-20,258.54,15.25,12,Monthly,Medical,Male,04-May-1994,Single,3,Informal_Sector,13,130.42,5,None,Bank_Transfer,Harare AUN6131,5,2025-11-05,2025-11-21,2026-01-05,2026-01-20,542.38,184.71,2,Monthly,Funeral,Female,04-Sep-1975,Married,5,Informal_Sector,9,,1,Property,InnBucks,Bulawayo WLN1597,0,2024-12-29,2025-01-06,2025-02-09,2025-04-06,1745.31,146.07,3,Monthly,Working_Capital,Female,07-Apr-1978,Married,4,Informal_Sector,39,257.54,2,None,EcoCash,Matabeleland_South QJD7373,4,2025-03-09,2025-03-12,2025-04-26,2029-02-19,24010.97,16.77,48,Monthly,Equipment,Female,14-Jan-1968,Widowed,3,Manufacturing,67,878.47,2,Property,EcoCash,Harare PUS0461,3,2025-01-04,2025-01-08,2025-02-07,2026-01-03,3240.7,15.72,12,Monthly,School_Fees,Male,09-Oct-1992,Married,5,Healthcare,127,,4,Savings,EcoCash,Matabeleland_North VHL5519,0,2026-01-14,2026-01-21,2026-02-24,2026-07-20,1765.59,97.11,6,Bi-Weekly,Farming_Inputs,Male,24-Dec-1986,Married,6,,24,285.76,0,Vehicle,Bank_Transfer,Bulawayo DGF8059,0,2025-03-29,2025-04-15,2025-05-20,2026-04-10,602.2,15.88,12,Monthly,Personal,Female,10-Mar-1992,Married,3,Agriculture,79,176.54,0,,Cash,Manicaland ZDP8152,0,2025-12-13,2025-12-14,2026-01-11,2026-12-09,4066.83,16.32,12,Monthly,Wedding,Male,01-Feb-1961,Married,3,Informal_Sector,48,598.36,0,Vehicle,EcoCash,Bulawayo KIT9995,2,2025-04-04,2025-04-10,2025-05-05,2025-10-07,3239.0,97.89,6,Monthly,Working_Capital,Male,18-May-1988,Married,1,Manufacturing,73,349.01,2,Property,Bank_Transfer,Manicaland HXV5931,4,2025-09-27,2025-10-15,2025-11-18,2028-09-29,9448.02,14.77,36,Monthly,Equipment,Female,23-Feb-1968,Divorced,4,Government,168,,0,Savings,Bank_Transfer,Harare COI0100,1,2025-04-04,2025-04-06,2025-05-16,2028-03-21,2797.21,93.84,36,Monthly,Stock_Purchase,Male,20-May-1961,Married,,Agriculture,,196.31,0,Property,EcoCash,Harare CMW1744,3,2025-10-31,2025-11-21,2025-12-28,2026-11-16,2630.27,16.49,12,Monthly,School_Fees,Male,24-May-1997,Married,3,Manufacturing,44,750.13,4,None,InnBucks,Mashonaland_East NLQ4471,2,2025-01-22,2025-01-23,2025-02-23,2026-07-17,3193.35,12.23,18,Weekly,Farming_Inputs,Male,27-Nov-1993,Divorced,4,,146,477.55,1,Property,EcoCash,Bulawayo TKC3707,3,2026-01-10,2026-01-17,2026-02-14,2026-07-16,1390.56,12.68,6,Weekly,Rent,Male,23-Jan-1979,Married,,Agriculture,51,421.41,1,None,Cash,Manicaland IEX1198,2,2026-01-06,2026-01-10,2026-02-21,2027-07-04,5723.1,93.52,18,Monthly,Livestock,Male,06-Mar-1982,Single,4,Retail_Trade,101,437.74,0,Livestock,Cash,Midlands ELK8724,1,2025-05-21,2025-05-25,2025-07-04,2026-05-20,7782.33,112.84,12,Monthly,Working_Capital,Female,08-May-1970,Married,5,Education,125,614.93,0,Property,OneMoney,Manicaland MXV3637,3,2025-11-20,2025-12-05,2026-01-03,2026-11-30,1754.71,13.7,12,Monthly,Personal,Female,05-Oct-1994,Single,1,Transport,56,559.44,1,None,EcoCash,Bulawayo WCJ6522,1,2025-10-16,2025-10-31,2025-12-08,2027-04-24,1815.8,114.48,18,Monthly,Business_Expansion,Male,18-Jul-2007,Single,1,Informal_Sector,8,,1,None,Cash,Midlands OEQ6921,3,2025-12-26,2026-01-03,2026-02-13,2027-12-24,387.28,14.01,24,Monthly,School_Fees,Male,04-Apr-1973,Widowed,6,Informal_Sector,14,,2,Vehicle,EcoCash,Masvingo HHM4121,4,2026-01-08,2026-01-21,2026-02-17,2027-01-16,2430.4,14.35,12,Monthly,Home_Improvement,Male,03-Jul-1963,Widowed,0,Informal_Sector,12,183.81,0,Savings,OneMoney,Manicaland LOH3133,0,2025-04-16,2025-04-22,2025-05-19,2025-07-21,563.97,18.9,3,Monthly,Wedding,Male,16-Jul-1995,Married,4,Agriculture,58,210.58,0,None,Cash,Matabeleland_South WGF4780,2,2026-01-17,2026-01-28,2026-03-10,2027-01-23,6001.14,125.01,12,Monthly,Equipment,Female,01-May-1977,,,Healthcare,170,423.0,3,None,Bank_Transfer,Manicaland IED5984,2,2025-03-19,2025-04-04,2025-05-10,2025-12-30,6304.33,106.95,9,Monthly,Equipment,Male,02-Oct-1957,Married,5,Informal_Sector,16,606.59,2,Savings,EcoCash,Harare PLN6758,3,2025-09-06,2025-09-15,2025-10-11,2026-09-10,1554.38,14.91,12,Monthly,Debt_Consolidation,Female,24-Mar-1988,,3,Agriculture,,348.12,6,Guarantor,InnBucks,Bulawayo OLC5808,0,2025-07-07,2025-07-08,2025-08-21,2027-06-28,4929.16,90.21,24,Monthly,Business_Expansion,Female,30-Jan-1988,Married,3,Government,146,879.74,1,Property,Bank_Transfer,Mashonaland_Central CJW9798,4,2025-10-09,2025-10-13,2025-11-13,2027-10-03,11914.43,16.68,24,Monthly,Equipment,Male,04-Dec-1967,Single,4,Manufacturing,101,,2,Property,EcoCash,Manicaland GAI6119,0,2025-10-25,2025-11-11,2025-12-14,2026-05-10,2112.84,129.57,6,Weekly,Stock_Purchase,Female,22-Jan-1974,Married,2,Finance,24,620.03,1,None,EcoCash,Bulawayo BKC5625,5,2026-02-10,2026-02-23,2026-03-21,2026-05-24,286.78,184.09,3,Monthly,Rent,Female,02-May-1966,Married,7,Informal_Sector,50,253.26,1,None,EcoCash,Harare YSD5776,4,2026-02-06,2026-02-17,2026-03-18,2027-08-11,2541.2,19.68,18,Monthly,Vehicle,Male,18-Apr-1997,Single,1,Agriculture,50,152.9,1,Guarantor,EcoCash,Mashonaland_Central XTN1465,1,2025-12-20,2026-01-08,2026-02-15,2027-01-03,10602.27,78.85,12,Monthly,Equipment,Male,11-Apr-1967,Married,3,Informal_Sector,38,491.8,4,Livestock,EcoCash,Bulawayo YST8825,5,2025-04-23,2025-05-12,2025-06-07,2025-11-08,2555.89,166.72,6,Weekly,Medical,Male,20-Nov-1993,Married,,Telecom,108,1164.33,1,None,InnBucks,Mashonaland_Central PWA9731,0,2025-07-10,2025-07-15,2025-08-27,2026-01-11,916.81,14.71,6,Monthly,Vehicle,Female,16-Feb-1981,Married,1,Education,83,353.51,1,Guarantor,OneMoney,Matabeleland_South WZF0204,1,2025-11-12,2025-11-15,2025-12-24,2026-11-10,32129.4,134.16,12,Monthly,Equipment,Male,21-Sep-1980,Divorced,6,Finance,67,1197.68,4,Property,Bank_Transfer,Matabeleland_South JOO6585,3,2025-11-15,2025-11-24,2026-01-03,2026-11-19,1810.37,,12,Monthly,Medical,Male,11-Jul-1981,Married,5,Mining,77,403.01,2,Savings,Bank_Transfer,Harare FAY5510,1,2025-04-20,2025-04-22,2025-05-22,2027-04-12,791.49,135.44,24,Monthly,Working_Capital,Male,29-Mar-1980,Married,4,Agriculture,75,187.89,0,Guarantor,EcoCash,Masvingo HLI5171,0,2025-02-26,2025-03-02,2025-03-27,2026-02-25,1082.05,94.4,12,Monthly,Equipment,Male,14-Sep-1998,Single,3,Government,53,439.65,1,Savings,InnBucks,Mashonaland_West HXG8092,0,2025-10-31,2025-11-18,2025-12-22,2026-05-17,858.67,120.19,6,Monthly,,Male,24-Sep-1965,Married,4,Transport,55,,0,Property,Bank_Transfer,Matabeleland_South KKM2246,4,2025-07-19,2025-08-02,2025-09-12,2028-07-17,11779.77,20.41,36,Monthly,Home_Improvement,Male,26-Aug-1996,Widowed,5,Construction,68,449.18,5,None,Cash,Mashonaland_Central LPR8244,0,2026-02-09,2026-02-12,2026-03-25,2027-08-06,2928.73,146.26,18,Monthly,Funeral,Female,09-Jan-1967,Widowed,,Manufacturing,131,694.65,2,Guarantor,InnBucks,Manicaland VDY3830,0,2025-04-10,2025-04-30,2025-06-03,2026-04-25,2929.01,100.09,12,Monthly,Debt_Consolidation,Male,26-Nov-1986,Single,1,Manufacturing,38,381.1,2,None,EcoCash,Harare SCQ8086,0,2025-01-17,2025-02-05,2025-03-22,2026-07-30,4504.46,88.45,18,Monthly,Debt_Consolidation,Male,18-Oct-1980,Widowed,3,Government,31,,0,Vehicle,Bank_Transfer,Harare SLB2171,5,2025-06-01,2025-06-22,2025-07-25,2025-12-19,235.09,125.83,6,Weekly,Medical,Female,01-Apr-1992,Married,3,Agriculture,,121.88,3,None,Bank_Transfer,Harare NRH4257,0,2025-06-13,2025-07-01,2025-08-14,2026-12-23,6063.38,16.91,18,Monthly,Debt_Consolidation,Female,08-Dec-1973,Married,,,168,,1,Vehicle,InnBucks,Manicaland CNC6073,3,2025-10-18,2025-10-29,2025-12-06,2027-04-22,756.76,16.55,18,Bi-Weekly,Medical,Male,09-Sep-1973,Widowed,3,Retail_Trade,32,252.86,0,Guarantor,EcoCash,Masvingo ZOU1261,3,2025-03-04,2025-03-25,2025-04-22,2026-09-16,740.34,16.11,18,Monthly,Rent,Female,20-Jun-1978,Widowed,1,Telecom,36,547.66,1,Savings,Bank_Transfer,Bulawayo SPT2697,3,2025-06-08,2025-06-29,2025-08-06,2026-12-21,1282.27,19.3,18,Monthly,School_Fees,Male,09-Apr-1980,Divorced,3,Manufacturing,17,549.14,6,None,Cash,Mashonaland_East ZQW1536,5,2026-01-30,2026-02-13,2026-03-26,2026-05-14,443.47,182.04,3,Weekly,Personal,Male,02-May-1970,Married,,Construction,77,519.77,5,None,Bank_Transfer,Matabeleland_South ATU6677,0,2025-04-08,2025-04-28,2025-06-09,2026-04-23,1615.67,129.93,12,Monthly,School_Fees,Male,08-Apr-1996,Married,1,Manufacturing,16,596.78,0,Savings,Cash,Mashonaland_Central KLW4229,0,2026-02-15,2026-02-17,2026-03-28,2028-02-07,4105.17,92.4,24,Monthly,Stock_Purchase,Male,09-Aug-1991,Married,3,Retail_Trade,114,737.43,0,None,Bank_Transfer,Matabeleland_North HVE5828,4,2026-02-09,2026-02-21,2026-03-21,2030-01-31,6573.21,14.47,48,Monthly,Equipment,Male,13-May-1992,Single,2,Education,35,227.83,8,Savings,EcoCash,Harare GBI3333,0,2025-12-19,2025-12-24,2026-01-28,2026-03-24,3511.87,97.62,3,Monthly,School_Fees,Male,18-Jan-1996,Married,2,Finance,40,1034.09,0,None,EcoCash,Matabeleland_North LVX7085,1,2025-03-20,2025-03-31,2025-04-27,2028-03-15,8591.59,13.01,36,Monthly,Business_Expansion,Female,10-Jan-1964,Widowed,3,Informal_Sector,31,375.27,1,Savings,EcoCash,Masvingo GQQ6522,4,2025-07-09,2025-07-29,2025-09-06,2027-07-19,21311.33,14.47,24,Monthly,Equipment,Male,03-Nov-1986,Widowed,1,Mining,18,857.19,0,Savings,EcoCash,Manicaland CHQ1313,0,2025-10-09,2025-10-16,2025-11-28,2027-04-09,1663.69,18.68,18,Monthly,School_Fees,Male,23-Jul-2006,Married,,Agriculture,14,,1,None,Bank_Transfer,Mashonaland_West IUD5304,3,2025-08-27,2025-08-31,2025-10-12,2026-08-26,712.26,16.44,12,Monthly,Personal,Female,06-Mar-2005,Single,2,Informal_Sector,5,452.64,0,None,EcoCash,Mashonaland_Central UPF0845,2,2025-01-15,2025-01-18,2025-02-16,2025-07-17,1922.16,11.64,6,Monthly,Livestock,Female,20-Jan-1994,Married,2,Retail_Trade,5,130.78,0,Guarantor,Bank_Transfer,Bulawayo DFN3122,5,2025-04-23,2025-05-01,2025-06-09,2025-06-30,553.35,140.21,2,Monthly,Medical,Male,23-Aug-1960,Married,6,Healthcare,143,274.63,0,Property,EcoCash,Mashonaland_Central WSE2433,2,2025-10-01,2025-10-12,2025-11-23,2027-04-05,2049.12,107.23,18,Monthly,Working_Capital,Male,05-Mar-1999,Single,,Agriculture,12,200.62,1,Savings,EcoCash,Mashonaland_West FXK1875,3,2025-11-15,2025-11-27,2025-12-27,2026-05-26,1686.84,15.57,6,Monthly,Personal,Male,21-Jun-1979,Widowed,4,Retail_Trade,56,1081.95,2,None,Cash,Harare XQO2229,4,2025-05-22,2025-05-27,2025-06-27,2028-05-11,26868.61,110.5,36,Bi-Weekly,Vehicle,Female,15-Jan-1982,Widowed,6,Finance,109,1715.8,0,Property,InnBucks,Midlands EHE2388,0,2025-01-12,2025-01-22,2025-03-01,2026-01-17,6028.74,145.63,12,Monthly,Stock_Purchase,Male,11-May-2001,Single,,Healthcare,20,969.44,1,Savings,EcoCash,Harare DFO2542,0,2025-06-23,2025-07-14,2025-08-17,2025-10-12,1870.42,17.3,3,Monthly,Home_Improvement,Female,25-Jul-1987,Single,3,Construction,54,822.2,0,Guarantor,EcoCash,Mashonaland_East VYB8146,4,2025-11-09,2025-11-24,2025-12-19,2026-11-19,4918.57,15.85,12,Monthly,Home_Improvement,Male,13-Apr-1997,Married,1,Agriculture,35,289.7,4,Vehicle,InnBucks,Masvingo UPI6716,4,2025-07-30,2025-08-01,2025-09-09,2027-01-23,13775.83,14.53,18,Monthly,Equipment,Male,10-Nov-1968,Divorced,3,Construction,145,638.56,0,Property,Bank_Transfer,Harare AZV8887,2,2025-06-11,2025-06-30,2025-08-09,2027-06-20,7908.59,,24,Weekly,Farming_Inputs,Male,27-Jun-1973,Married,4,Informal_Sector,,587.82,1,None,EcoCash,Mashonaland_West IIT8345,2,2025-02-20,2025-03-08,2025-04-14,2025-12-03,2838.31,11.3,9,Monthly,Equipment,Male,22-Nov-1965,Married,4,Government,156,321.31,0,Livestock,Bank_Transfer,Bulawayo NSR4067,1,2025-05-01,2025-05-20,2025-06-28,2026-11-11,32116.27,12.71,18,Monthly,Business_Expansion,Male,16-Nov-1985,Married,4,Telecom,37,1259.77,2,Guarantor,EcoCash,Manicaland UND4463,0,2025-02-20,2025-03-09,2025-04-18,2025-06-07,2991.28,15.66,3,Monthly,Personal,Female,27-Mar-1997,Married,3,Government,85,,2,None,EcoCash,Harare DJH5832,1,2025-03-07,2025-03-23,2025-05-07,2025-09-19,20814.46,96.64,6,Monthly,Working_Capital,Male,25-Dec-1963,Married,4,Retail_Trade,61,933.7,2,Savings,Bank_Transfer,Mashonaland_West RPJ8255,1,2025-01-17,2025-01-26,2025-02-21,2025-07-25,10616.6,,6,Monthly,Business_Expansion,Male,15-Oct-1982,Married,3,Transport,41,800.18,2,None,EcoCash,Bulawayo BXX3872,5,2025-10-01,2025-10-10,2025-11-07,2026-01-08,89.47,129.4,3,Bi-Weekly,Medical,Male,02-Dec-1954,Single,5,Agriculture,20,89.79,4,None,EcoCash,Midlands YMQ3196,2,2025-04-28,2025-05-13,2025-06-16,2027-05-03,1759.74,11.51,24,Monthly,Farming_Inputs,Female,28-Apr-1975,Married,4,Retail_Trade,80,328.51,2,Livestock,EcoCash,Mashonaland_East ZDV7390,1,2025-03-02,2025-03-15,2025-04-09,2026-03-10,6001.38,15.55,12,Monthly,Stock_Purchase,Female,21-Oct-2001,Single,,NGO,46,860.33,1,Property,InnBucks,Manicaland PIP9062,0,2025-02-13,2025-03-03,2025-04-10,2025-08-30,5676.67,113.34,6,Monthly,Medical,Male,01-Jun-1972,Divorced,6,Manufacturing,46,1174.82,0,Savings,InnBucks,Manicaland LNL0304,1,2025-04-11,2025-04-24,2025-05-27,2028-04-08,4739.5,13.91,36,Monthly,Business_Expansion,Male,06-Jun-2006,Single,1,Informal_Sector,,171.87,1,Guarantor,EcoCash,Harare WYQ6546,2,2025-04-18,2025-04-30,2025-05-27,2026-04-25,2915.44,13.74,12,Bi-Weekly,Farming_Inputs,Male,23-Jan-1970,Widowed,2,Construction,89,343.04,0,None,OneMoney,Harare NET5300,0,2025-04-14,2025-04-15,2025-05-28,2026-10-07,588.39,14.67,18,Monthly,Equipment,Female,05-Nov-1984,Married,,Agriculture,124,171.34,2,Savings,EcoCash,Mashonaland_West WGH1231,3,2025-05-19,2025-05-20,2025-06-27,2026-05-15,939.39,15.53,12,Monthly,Personal,Male,10-May-1993,Married,3,Agriculture,,377.55,1,None,EcoCash,Harare HAL3239,1,2025-04-10,2025-05-01,2025-05-26,2026-10-23,2993.06,114.15,18,Bi-Weekly,Business_Expansion,Male,28-Jan-1984,Married,,Education,62,406.25,0,Property,EcoCash,Mashonaland_East LBR9014,1,2025-02-10,2025-02-15,2025-03-18,2027-02-05,2397.84,14.17,24,Monthly,Business_Expansion,Female,20-Jan-1980,Married,2,Government,69,380.66,0,,Bank_Transfer,Midlands ITU9867,3,2025-05-14,2025-05-22,2025-06-18,2026-05-17,1312.29,94.24,12,Monthly,Debt_Consolidation,Male,21-Sep-1971,Married,3,Retail_Trade,,431.53,2,Guarantor,Cash,Manicaland KIJ7291,3,2025-08-01,2025-08-21,2025-09-17,2026-02-17,957.25,17.11,6,Monthly,School_Fees,Male,26-Oct-1973,Widowed,5,Construction,59,302.48,4,None,EcoCash,Mashonaland_Central FVP7293,2,2025-08-25,2025-09-09,2025-10-07,2026-09-04,6667.16,,12,Monthly,Farming_Inputs,Male,18-Nov-1966,Married,1,Education,24,605.02,0,None,EcoCash,Mashonaland_East TNR9657,1,2025-05-27,2025-06-01,2025-07-06,2028-05-16,6500.31,13.71,36,Monthly,Business_Expansion,Female,28-Feb-1970,Married,5,Informal_Sector,10,382.81,2,Property,Cash,Harare XSE5958,3,2025-04-20,2025-04-25,2025-05-28,2026-10-17,2532.97,16.11,18,Monthly,Medical,Female,21-Sep-1978,Married,7,Agriculture,,457.39,0,Savings,Cash,Matabeleland_South MAQ1010,0,2026-01-31,2026-02-14,2026-03-28,2026-05-15,2799.8,77.82,3,Bi-Weekly,Working_Capital,Male,25-Mar-1985,Married,2,Education,140,576.32,2,Savings,EcoCash,Harare YSJ0631,0,2025-04-13,2025-04-22,2025-05-18,2025-10-19,1511.54,96.75,6,Monthly,Vehicle,Female,01-Mar-1993,Married,2,Retail_Trade,22,,4,None,OneMoney,Mashonaland_West SGE9558,0,2025-09-08,2025-09-16,2025-10-28,2026-03-15,2037.66,16.2,6,Bi-Weekly,Vehicle,Male,26-Jul-1966,Married,2,Retail_Trade,132,427.38,1,Property,EcoCash,Matabeleland_South BDN2933,0,2025-11-13,2025-12-04,2026-01-16,2026-11-29,1423.39,86.32,12,Monthly,Rent,Female,09-Jul-1959,Married,3,Manufacturing,41,254.98,1,Savings,Bank_Transfer,Mashonaland_East LLT6330,0,2025-07-19,2025-08-01,2025-09-05,2026-01-28,805.57,97.14,6,Monthly,Home_Improvement,Male,31-Mar-2007,Single,2,Agriculture,10,112.44,4,Vehicle,OneMoney,Mashonaland_West HRY3373,3,2025-11-25,2025-12-01,2026-01-11,2027-05-25,1999.82,13.92,18,Monthly,Personal,Female,24-Oct-1980,Widowed,,Retail_Trade,,,3,Guarantor,InnBucks,Manicaland UHW9589,3,2025-05-08,2025-05-27,2025-06-23,2025-11-23,1079.42,18.33,6,Monthly,Debt_Consolidation,Female,13-Feb-1971,Married,4,Manufacturing,39,256.84,2,Savings,Bank_Transfer,Midlands NWK7279,1,2025-12-06,2025-12-22,2026-02-01,2027-06-15,5251.95,10.95,18,Monthly,Business_Expansion,Female,17-Apr-1993,Married,3,,31,,7,Property,Bank_Transfer,Matabeleland_North LQT5241,5,2025-11-14,2025-12-04,2026-01-08,2026-02-02,366.72,136.67,2,Monthly,Rent,Male,27-Oct-1974,Married,4,Informal_Sector,8,306.29,0,Guarantor,InnBucks,Harare SNZ7816,0,2025-10-26,2025-10-28,2025-12-09,2026-10-23,2962.69,130.83,12,Monthly,Business_Expansion,Male,19-Feb-1966,Married,6,Telecom,,,2,Livestock,InnBucks,Mashonaland_West VWP2460,2,2025-12-20,2026-01-04,2026-01-28,2026-12-30,2455.39,13.24,12,Bi-Weekly,Livestock,Male,27-Dec-1995,Divorced,2,Informal_Sector,33,221.13,2,Livestock,InnBucks,Mashonaland_East VSV7263,4,2025-07-03,2025-07-14,2025-08-11,2028-06-28,5524.9,13.72,36,Monthly,Home_Improvement,Male,17-Sep-1972,Married,5,Informal_Sector,26,234.66,0,Vehicle,Cash,Bulawayo PAI2981,0,2025-08-19,2025-08-21,2025-09-17,2026-02-17,153.51,124.87,6,Monthly,Rent,Male,28-Feb-2005,Single,1,,24,59.56,2,None,Bank_Transfer,Mashonaland_East AAT2571,2,2025-04-21,2025-05-08,2025-06-03,2026-05-03,10346.11,86.32,12,Monthly,Livestock,Female,23-Jan-1976,Widowed,,Telecom,37,703.15,2,Guarantor,EcoCash,Bulawayo XNM3039,2,2025-09-23,2025-10-04,2025-11-12,2027-09-24,6042.33,16.95,24,Weekly,Farming_Inputs,Male,20-Jul-1985,Divorced,8,Finance,88,1125.61,2,Savings,OneMoney,Mashonaland_East OYQ3855,1,2025-01-29,2025-02-02,2025-03-08,2027-01-23,2139.29,15.41,24,Monthly,Equipment,Male,02-May-1989,Married,2,Agriculture,132,,2,Savings,Bank_Transfer,Matabeleland_South OXT6838,2,2026-01-22,2026-02-02,2026-03-09,2026-10-30,1792.5,11.23,9,Monthly,Livestock,Male,24-Apr-1971,Married,0,Agriculture,35,236.34,3,Livestock,Bank_Transfer,Mashonaland_Central MIO5543,4,2025-08-07,2025-08-21,2025-09-28,2028-08-05,14652.45,17.5,36,Monthly,Vehicle,Female,18-Jul-1970,Married,4,Government,131,754.71,0,Guarantor,EcoCash,Mashonaland_East BOM2763,0,2026-01-13,2026-01-26,2026-02-20,2026-07-25,1336.0,14.74,6,Monthly,Vehicle,Female,27-Jan-2001,Married,3,Informal_Sector,21,266.46,2,Guarantor,EcoCash,Bulawayo SFZ9405,1,2025-06-01,2025-06-19,2025-07-14,2027-06-09,901.16,16.1,24,Monthly,Business_Expansion,Female,27-May-1975,Married,4,Informal_Sector,17,101.81,2,Guarantor,EcoCash,Manicaland ACB8398,3,2025-04-28,2025-05-14,2025-06-18,2027-05-04,1456.37,76.45,24,Monthly,Debt_Consolidation,Female,09-May-1986,Married,2,Education,43,,0,Guarantor,Cash,Mashonaland_Central CYD6578,1,2026-02-06,2026-02-24,2026-03-28,2026-08-23,14981.56,150.74,6,Monthly,Business_Expansion,Female,18-Dec-2007,Single,,Education,2,808.87,2,Property,EcoCash,Midlands OCJ4962,1,2026-02-12,2026-02-26,2026-04-05,2027-02-21,5531.66,13.02,12,Monthly,Stock_Purchase,Female,18-Jul-1985,Married,3,Manufacturing,43,554.97,1,Property,Cash,Manicaland QEA6309,0,2024-12-14,2025-01-01,2025-02-10,2025-12-27,7604.72,124.66,12,Bi-Weekly,Home_Improvement,Female,28-Apr-1960,Married,4,Retail_Trade,21,973.56,0,None,Bank_Transfer,Mashonaland_West SUI4465,0,2025-05-15,2025-05-29,2025-07-07,2025-08-27,223.01,157.46,3,Monthly,Vehicle,Female,07-May-2003,Single,1,,30,75.24,3,None,EcoCash,Harare FMR3924,0,2025-06-07,2025-06-28,2025-08-09,2027-06-18,2500.82,,24,Monthly,Working_Capital,Male,17-Oct-1964,Divorced,2,Finance,24,1727.52,5,Property,EcoCash,Manicaland PTI8284,2,2025-03-17,2025-03-27,2025-05-07,2026-03-22,6953.36,127.54,12,Monthly,Livestock,Male,28-Jun-2002,Married,2,Retail_Trade,34,819.26,5,,EcoCash,Harare PZT1362,4,2025-07-31,2025-08-13,2025-09-13,2027-02-04,17037.2,19.15,18,Monthly,Equipment,Female,06-Mar-2008,Married,,Mining,3,997.91,0,Livestock,OneMoney,Manicaland PIK1727,3,2025-04-24,2025-05-03,2025-06-07,2026-04-28,1818.04,13.67,12,Weekly,School_Fees,Male,01-Jun-1963,Married,1,Government,142,437.74,1,None,Cash,Mashonaland_Central TDM7158,3,2025-07-19,2025-08-02,2025-08-28,2026-01-29,3057.96,12.24,6,Monthly,School_Fees,Male,22-Aug-1983,Divorced,,NGO,128,791.49,1,Guarantor,EcoCash,Mashonaland_Central OFG8429,5,2025-12-11,2025-12-22,2026-02-01,2026-02-20,1146.9,134.6,2,Monthly,Medical,Female,09-Mar-2006,Single,1,Government,36,840.37,0,Vehicle,EcoCash,Masvingo YGQ0653,2,2025-08-29,2025-09-16,2025-10-28,2026-03-15,4109.75,101.02,6,Monthly,Working_Capital,Female,26-Jan-2000,Single,5,Informal_Sector,14,391.6,0,Livestock,Bank_Transfer,Harare CRQ3454,2,2025-11-08,2025-11-16,2025-12-28,2027-11-06,2125.83,12.94,24,Monthly,Livestock,Female,28-Aug-1971,Married,1,Healthcare,71,608.5,3,None,EcoCash,Manicaland LZI6201,0,2025-04-24,2025-04-30,2025-06-03,2026-04-25,6230.32,118.66,12,Monthly,Livestock,Female,30-Jul-1995,Single,2,Telecom,52,1010.85,4,Livestock,Bank_Transfer,Mashonaland_West DUN7031,0,2025-02-23,2025-03-04,2025-03-28,2026-02-27,1212.56,138.75,12,Bi-Weekly,Wedding,Female,25-Dec-1960,Married,8,Transport,50,290.99,7,None,Bank_Transfer,Harare EAF4040,0,2025-03-13,2025-03-14,2025-04-14,2025-09-10,1478.63,15.12,6,Monthly,Home_Improvement,Female,13-Mar-1984,Married,4,Agriculture,99,420.1,0,Guarantor,EcoCash,Mashonaland_West AEY6897,5,2025-08-29,2025-09-07,2025-10-02,2025-11-06,1987.29,172.24,2,Weekly,Funeral,Male,29-Nov-1986,Single,2,NGO,61,965.24,0,Savings,Cash,Mashonaland_Central SCZ3033,3,2025-07-13,2025-07-30,2025-08-28,2026-01-26,1431.68,16.29,6,Monthly,Debt_Consolidation,Male,16-Mar-1992,Married,0,Healthcare,63,,1,Guarantor,Cash,Manicaland BHB5455,2,2025-10-06,2025-10-23,2025-12-03,2026-10-18,3543.26,12.86,12,Monthly,Working_Capital,Male,25-Jun-1976,Married,3,Agriculture,49,322.19,4,Livestock,EcoCash,Mashonaland_Central DMA3129,3,2025-05-20,2025-05-21,2025-06-26,2025-11-17,922.91,15.89,6,Bi-Weekly,Rent,Male,06-May-1973,Divorced,4,Manufacturing,141,337.92,2,None,EcoCash,Manicaland EPJ7195,2,2025-06-17,2025-07-06,2025-08-10,2026-12-28,7100.34,12.33,18,Monthly,Farming_Inputs,Male,05-Mar-2006,Single,2,Informal_Sector,10,461.51,2,Livestock,Bank_Transfer,Harare XXL9376,3,2026-01-18,2026-02-04,2026-03-15,2028-01-25,1486.95,12.28,24,Monthly,School_Fees,Male,11-Feb-1962,Widowed,2,Agriculture,10,381.04,4,None,EcoCash,Harare FXG1204,5,2026-01-22,2026-02-08,2026-03-11,2026-08-07,1204.82,149.41,6,Bi-Weekly,Medical,Female,03-May-1994,Single,2,Government,45,580.82,2,Guarantor,EcoCash,Harare SCJ5893,1,2025-09-28,2025-10-16,2025-11-22,2027-10-06,10777.65,14.98,24,Monthly,,Male,01-Aug-1987,Married,,Retail_Trade,152,,1,Vehicle,Bank_Transfer,Mashonaland_West JAB5413,1,2025-01-30,2025-02-07,2025-03-17,2027-01-28,5821.67,12.91,24,Monthly,Business_Expansion,Female,15-Sep-1984,Widowed,5,Retail_Trade,,449.05,1,Property,EcoCash,Matabeleland_South ECI4724,1,2025-03-03,2025-03-24,2025-05-02,2025-09-20,3879.81,105.71,6,Monthly,Business_Expansion,Female,25-Nov-1976,Married,4,Informal_Sector,20,421.77,2,None,EcoCash,Harare VJW5200,3,2025-03-30,2025-04-03,2025-05-17,2026-03-29,1340.89,,12,Weekly,Debt_Consolidation,Female,12-Feb-2007,Single,0,Education,,496.11,4,Guarantor,Cash,Bulawayo GPQ7753,1,2025-06-03,2025-06-09,2025-07-13,2028-05-24,4798.85,13.29,36,Monthly,,Female,15-Mar-1994,Single,3,Education,26,467.82,1,Savings,Bank_Transfer,Harare MGM0506,1,2025-01-24,2025-02-08,2025-03-12,2026-08-02,6146.09,110.89,18,Monthly,Stock_Purchase,Female,15-Jun-1974,Married,4,Education,91,503.66,0,Guarantor,Bank_Transfer,Manicaland IJF8157,1,2025-01-27,2025-02-12,2025-03-24,2025-08-11,7716.95,111.14,6,Monthly,Working_Capital,Male,02-May-1978,Widowed,3,Education,57,522.03,0,Property,Bank_Transfer,Bulawayo UAJ6492,0,2025-10-11,2025-10-21,2025-11-28,2026-04-19,1615.81,15.87,6,Monthly,Personal,Male,11-Aug-1965,Married,2,Informal_Sector,48,385.39,0,Livestock,Bank_Transfer,Midlands OMN7687,1,2025-08-09,2025-08-22,2025-09-21,2026-08-17,2558.26,85.7,12,Monthly,Business_Expansion,Male,03-Jul-1978,Widowed,3,Manufacturing,121,218.5,1,Savings,EcoCash,Harare UJE0913,0,2025-10-10,2025-10-16,2025-11-23,2026-10-11,259.32,15.13,12,Monthly,Medical,Male,15-Feb-1992,Married,5,Construction,27,135.3,2,None,Bank_Transfer,Mashonaland_West EYQ7148,3,2025-07-15,2025-07-22,2025-08-27,2026-01-18,505.6,99.23,6,Monthly,Medical,Male,24-Apr-1973,Divorced,6,Agriculture,92,,5,Savings,Cash,Manicaland PLJ2057,4,2025-09-26,2025-09-27,2025-11-10,2027-09-17,5998.77,17.63,24,Monthly,Vehicle,Male,03-Dec-1968,Widowed,7,Transport,84,781.01,2,Guarantor,EcoCash,Harare VWC6238,1,2025-10-19,2025-10-25,2025-11-20,2028-10-09,5493.59,95.65,36,Monthly,Equipment,Female,15-Aug-1996,Widowed,3,Government,50,361.35,0,Property,Cash,Harare JAZ3904,1,2025-08-12,2025-08-27,2025-10-01,2028-08-11,10092.4,12.72,36,Monthly,Stock_Purchase,Male,16-Feb-1979,Divorced,4,Transport,48,864.72,1,Property,OneMoney,Masvingo SLF2540,1,2025-07-31,2025-08-06,2025-09-02,2027-01-28,3500.3,13.56,18,Monthly,Business_Expansion,Male,21-Nov-1996,,0,Agriculture,83,235.89,0,Vehicle,,Mashonaland_West ACW2850,1,2025-11-03,2025-11-10,2025-12-11,2027-10-31,6376.78,15.65,24,Monthly,Business_Expansion,Female,16-Jun-2000,Married,6,NGO,41,,1,Savings,EcoCash,Matabeleland_North IAO0540,0,2025-04-12,2025-04-25,2025-06-03,2025-10-22,949.19,111.69,6,Monthly,Debt_Consolidation,Female,07-Jul-1992,Married,1,Agriculture,75,225.96,3,Savings,EcoCash,Bulawayo UZW5012,3,2025-02-17,2025-03-10,2025-04-05,2025-09-06,2231.27,14.4,6,Monthly,Medical,Male,07-Jun-1966,Married,5,Telecom,56,631.36,1,,InnBucks,Manicaland UMB1656,1,2026-02-08,2026-02-21,2026-03-18,2029-02-05,11886.98,15.66,36,Monthly,Business_Expansion,Female,17-Aug-1970,Married,,Manufacturing,23,,5,Property,Cash,Manicaland JYZ3579,2,2025-10-23,2025-11-05,2025-11-28,2026-10-31,1383.53,89.04,12,Monthly,Farming_Inputs,Male,10-Mar-1972,Widowed,4,Agriculture,85,234.43,0,Livestock,Bank_Transfer,Matabeleland_North NQE6140,1,2025-04-18,2025-04-23,2025-05-28,2025-10-20,2152.18,116.81,6,Weekly,Stock_Purchase,Male,16-Apr-1992,Divorced,3,Agriculture,15,175.82,0,Guarantor,EcoCash,Manicaland TNN1819,0,2025-07-05,2025-07-17,2025-08-22,2026-01-13,1440.76,16.87,6,Monthly,School_Fees,Female,13-Dec-1986,Divorced,1,Education,50,411.14,6,None,Bank_Transfer,Harare LQE8452,2,2026-01-12,2026-01-29,2026-03-03,2026-07-28,4006.67,97.2,6,Monthly,Farming_Inputs,Male,11-Sep-1966,Married,4,,121,334.9,2,Guarantor,EcoCash,Matabeleland_North DDO6847,0,2025-07-07,2025-07-17,2025-08-16,2026-07-12,188.02,16.79,12,Monthly,Wedding,Female,15-Aug-1999,Single,1,Agriculture,,143.35,0,Guarantor,Cash,Harare RPF7802,1,2025-07-18,2025-08-01,2025-09-07,2027-07-22,5228.23,13.09,24,Monthly,Working_Capital,Male,26-Nov-1962,Married,2,Government,22,497.67,4,Savings,InnBucks,Mashonaland_East FNE2013,1,2025-08-29,2025-09-03,2025-10-16,2028-08-18,7316.44,13.72,36,Monthly,Equipment,Male,27-Dec-1967,Married,1,Government,121,541.87,1,None,Bank_Transfer,Manicaland WWQ2829,5,2025-07-20,2025-08-09,2025-09-17,2025-10-08,558.69,152.65,2,Bi-Weekly,Funeral,Male,07-Jul-1962,Married,4,Agriculture,101,430.08,0,Vehicle,EcoCash,Mashonaland_East FPZ8406,0,2025-10-11,2025-10-14,2025-11-21,2026-04-12,1224.51,16.16,6,Monthly,School_Fees,Male,26-Feb-2006,Single,1,Agriculture,2,315.84,1,Guarantor,Bank_Transfer,Harare THE2609,3,2025-08-27,2025-09-03,2025-10-18,2026-08-29,305.62,15.98,12,Monthly,Medical,Male,14-Sep-1994,Married,3,Informal_Sector,35,207.88,1,Guarantor,EcoCash,Mashonaland_East YFV2493,4,2025-02-10,2025-02-23,2025-04-04,2028-02-08,13622.51,15.34,36,Monthly,Vehicle,Male,23-Sep-1981,Widowed,,Education,64,784.95,5,,EcoCash,Masvingo TPG5056,0,2025-09-18,2025-10-09,2025-11-08,2026-10-04,4102.08,105.21,12,Monthly,Livestock,Male,02-Jun-1994,Single,3,Manufacturing,46,1135.09,5,Savings,InnBucks,Matabeleland_South CKT1474,0,2026-02-03,2026-02-17,2026-03-28,2026-08-16,1386.73,134.92,6,Monthly,Vehicle,Male,03-May-1994,,1,Informal_Sector,22,199.3,1,Savings,Cash,Masvingo UWN8033,5,2025-05-01,2025-05-02,2025-06-12,2025-07-31,642.55,127.58,3,Weekly,Medical,Male,29-Feb-1964,Married,7,Healthcare,55,470.36,2,None,EcoCash,Mashonaland_West VZZ8105,1,2025-08-03,2025-08-05,2025-09-06,2026-02-01,2026.77,10.69,6,Bi-Weekly,Stock_Purchase,Male,03-Nov-1982,Married,2,Informal_Sector,22,184.22,1,None,EcoCash,Harare CQB7810,1,2025-02-03,2025-02-07,2025-03-21,2025-08-06,800.74,108.55,6,Monthly,Business_Expansion,Female,29-Jul-1980,,6,Informal_Sector,38,84.56,1,,EcoCash,Bulawayo RPA2932,0,2025-03-28,2025-04-14,2025-05-28,2026-04-09,2347.94,,12,Monthly,Rent,Female,28-Nov-1981,Married,5,Informal_Sector,39,456.75,1,None,EcoCash,Bulawayo HVN2303,1,2025-08-13,2025-09-03,2025-10-18,2027-08-24,5062.91,104.44,24,Monthly,Equipment,Male,02-Jul-2004,Single,2,Informal_Sector,18,278.78,0,Property,Cash,Midlands DNE2280,4,2025-01-03,2025-01-24,2025-02-20,2029-01-03,4839.81,17.12,48,Monthly,Vehicle,Male,13-May-1990,Divorced,2,Agriculture,74,272.97,3,Property,InnBucks,Masvingo QZS6625,0,2025-10-09,2025-10-18,2025-11-26,2026-10-13,5828.46,14.88,12,Monthly,Business_Expansion,Female,06-Apr-1997,Single,1,Retail_Trade,73,864.03,2,None,Cash,Masvingo IXJ3391,0,2025-03-15,2025-04-02,2025-05-01,2027-03-23,1822.08,135.16,24,Monthly,School_Fees,Female,27-Sep-2005,Single,1,Government,24,,1,Savings,EcoCash,Midlands IBJ7457,3,2025-01-30,2025-02-08,2025-03-17,2026-08-02,2490.35,18.64,18,Monthly,Rent,Male,22-Mar-1959,Married,2,Retail_Trade,46,982.5,1,,OneMoney,Midlands QWK4411,3,2025-07-12,2025-08-01,2025-09-13,2026-01-28,1469.19,16.06,6,Monthly,Personal,Male,23-Sep-1985,Married,5,Transport,142,365.22,3,Savings,Cash,Midlands THI8299,0,2025-05-06,2025-05-16,2025-06-26,2026-05-11,903.91,17.27,12,Monthly,Home_Improvement,Male,01-Nov-1991,Divorced,,Education,93,225.84,1,Property,Bank_Transfer,Mashonaland_East WQI8618,4,2025-03-17,2025-03-31,2025-04-28,2029-03-10,25328.23,21.1,48,Monthly,Vehicle,Female,19-May-1985,Married,,Healthcare,141,885.98,2,Property,OneMoney,Midlands EHL5492,2,2025-07-15,2025-07-17,2025-08-16,2026-01-13,8320.91,68.58,6,Monthly,Equipment,Male,11-Feb-1979,Single,2,Education,150,,1,Livestock,EcoCash,Bulawayo DCE6168,3,2025-09-26,2025-10-02,2025-11-04,2027-03-26,547.42,16.72,18,Monthly,Debt_Consolidation,Male,29-May-1966,Married,0,Agriculture,65,211.9,0,None,Bank_Transfer,Harare NQJ8766,4,2025-05-15,2025-05-29,2025-06-25,2028-05-13,1174.69,78.74,36,Monthly,Home_Improvement,Female,26-Jun-1998,Married,3,Agriculture,63,175.33,2,None,Cash,Mashonaland_Central VTG2380,2,2025-03-05,2025-03-19,2025-04-22,2025-09-15,4038.95,11.85,6,Monthly,Equipment,Male,15-Nov-1975,Divorced,7,Manufacturing,122,315.32,3,None,Bank_Transfer,Bulawayo LNF2835,0,2025-11-17,2025-11-18,2025-12-24,2026-11-13,2271.95,107.43,12,Monthly,Business_Expansion,Male,05-Nov-1996,Married,3,Education,56,334.3,0,Livestock,EcoCash,Manicaland JJR4127,0,2026-02-03,2026-02-20,2026-03-17,2027-02-15,2933.61,17.71,12,Bi-Weekly,,Male,10-Mar-1997,Married,0,,108,1059.93,2,None,EcoCash,Harare GJW8107,0,2026-01-25,2026-02-14,2026-03-12,2026-05-15,3220.01,119.81,3,Monthly,Farming_Inputs,Female,11-Apr-1959,Married,6,Retail_Trade,69,518.61,1,None,Cash,Harare WOT4362,2,2025-06-09,2025-06-24,2025-07-23,2026-03-21,4694.79,104.06,9,Bi-Weekly,Farming_Inputs,Male,24-Aug-1992,Married,1,Construction,29,298.39,0,None,InnBucks,Harare LTV7533,1,2025-03-10,2025-03-17,2025-04-24,2026-03-12,10884.69,81.45,12,Bi-Weekly,Stock_Purchase,Male,15-Aug-1965,Single,4,Retail_Trade,68,630.41,0,Property,OneMoney,Mashonaland_West HLS3172,2,2025-10-04,2025-10-09,2025-11-11,2026-10-04,2806.31,65.22,12,Monthly,Working_Capital,Male,29-Jul-1998,Single,3,Construction,72,182.07,3,None,InnBucks,Harare BCV9335,0,2025-04-12,2025-04-26,2025-06-05,2027-04-16,2365.25,17.15,24,Monthly,Equipment,Female,15-Jul-1973,Widowed,3,Construction,39,494.84,1,Guarantor,EcoCash,Masvingo VKX7361,3,2025-03-15,2025-04-03,2025-05-09,2026-09-25,1318.96,14.04,18,Bi-Weekly,,Male,21-Feb-1990,Widowed,1,Education,26,707.52,1,Savings,InnBucks,Masvingo UPR0212,3,2025-02-16,2025-02-24,2025-04-01,2026-02-19,1038.61,111.59,12,Monthly,Medical,Female,30-Dec-1998,Married,3,Healthcare,10,390.46,4,Guarantor,Bank_Transfer,Harare GAD7822,2,2025-03-29,2025-04-09,2025-05-06,2027-03-30,3602.1,113.19,24,Bi-Weekly,Working_Capital,Male,14-Apr-1971,Married,3,Education,145,346.12,1,Livestock,Cash,Mashonaland_Central FTY3806,2,2025-05-29,2025-06-13,2025-07-10,2026-03-10,4050.05,108.83,9,Monthly,Farming_Inputs,Female,21-Apr-1965,Married,2,Government,101,,1,,Bank_Transfer,Harare EQY7009,4,2025-05-24,2025-06-12,2025-07-20,2028-05-27,13084.82,15.78,36,Monthly,Home_Improvement,Female,24-Mar-1994,Single,4,Finance,38,1051.16,1,Guarantor,EcoCash,Bulawayo EDS6036,2,2025-08-26,2025-08-30,2025-09-28,2026-08-25,1420.82,114.1,12,Monthly,Farming_Inputs,Male,25-Feb-1983,Married,5,Agriculture,,137.56,0,Guarantor,Bank_Transfer,Mashonaland_East ANI4768,2,2025-01-30,2025-02-12,2025-03-22,2025-11-09,2781.35,13.96,9,Bi-Weekly,Livestock,Male,11-May-2007,Single,2,Manufacturing,7,504.92,4,Livestock,OneMoney,Harare BTQ2124,2,2026-01-27,2026-02-13,2026-03-17,2026-08-12,6141.34,10.06,6,Monthly,,Male,28-Jan-1993,Married,2,Construction,81,590.71,0,Property,Cash,Manicaland YQT0133,0,2025-04-12,2025-04-19,2025-05-28,2026-04-14,6528.95,146.14,12,Monthly,Vehicle,Male,25-Mar-2003,Single,1,Government,51,,1,None,InnBucks,Matabeleland_North WCL2270,1,2025-08-16,2025-08-29,2025-09-28,2027-02-20,16147.85,91.87,18,Monthly,Working_Capital,Male,18-Feb-1995,Married,5,Retail_Trade,16,808.6,2,Guarantor,OneMoney,Matabeleland_North UMS8559,5,2025-08-06,2025-08-09,2025-09-04,2025-11-07,163.19,155.21,3,Monthly,Personal,Male,17-Feb-1993,Married,2,Agriculture,7,130.66,0,Vehicle,OneMoney,Harare GFR4574,0,2025-10-01,2025-10-05,2025-11-04,2026-09-30,1681.57,158.98,12,Monthly,Livestock,Female,30-Nov-1989,Married,,Agriculture,48,320.24,5,None,EcoCash,Midlands SEY9322,3,2025-12-23,2026-01-08,2026-02-08,2027-01-03,1167.12,12.53,12,Weekly,,Male,12-Sep-1980,Widowed,2,Retail_Trade,89,543.33,2,,EcoCash,Harare VZZ3704,2,2025-11-09,2025-11-18,2025-12-13,2026-11-13,6477.51,106.72,12,Monthly,Livestock,Female,26-Jan-1980,Married,5,Retail_Trade,31,359.11,3,Vehicle,Bank_Transfer,Manicaland RCA7209,0,2025-12-13,2025-12-21,2026-01-22,2026-06-19,980.05,16.04,6,Monthly,Livestock,Male,26-Aug-1983,Divorced,,Construction,44,244.28,8,None,Bank_Transfer,Bulawayo WMT0282,3,2026-01-21,2026-02-09,2026-03-19,2027-02-04,1654.99,12.69,12,Monthly,Medical,Male,09-Apr-1968,Married,4,Manufacturing,96,434.94,1,,InnBucks,Harare ZGZ3238,1,2025-08-11,2025-08-19,2025-09-28,2027-08-09,9490.19,104.5,24,Bi-Weekly,Stock_Purchase,Female,29-Jul-1994,Married,1,Mining,130,961.88,1,Property,EcoCash,Mashonaland_East PCH5579,1,2025-09-29,2025-10-14,2025-11-16,2027-10-04,1520.97,,24,Monthly,Equipment,Female,18-Jan-1973,,7,Informal_Sector,2,140.82,0,None,OneMoney,Mashonaland_Central KVQ5659,0,2024-12-15,2025-01-04,2025-02-06,2025-07-03,604.84,117.3,6,Monthly,Home_Improvement,Male,05-Dec-1968,Widowed,4,Agriculture,49,,2,None,Bank_Transfer,Harare DXW7491,1,2026-01-02,2026-01-10,2026-02-16,2026-07-09,9460.21,124.79,6,Weekly,Stock_Purchase,Male,12-May-1978,Married,5,Retail_Trade,51,443.43,2,Vehicle,InnBucks,Matabeleland_North UGO5322,0,2026-02-07,2026-02-11,2026-03-24,2028-02-01,6566.71,16.17,24,Monthly,,Male,11-Jan-1989,Married,3,Manufacturing,77,706.73,4,Savings,Bank_Transfer,Harare ZFA1134,3,2024-12-13,2025-01-03,2025-01-28,2026-12-24,2016.62,16.05,24,Monthly,Personal,Male,18-May-1998,Married,2,NGO,36,866.9,0,None,OneMoney,Harare PMA9220,2,2025-03-26,2025-04-13,2025-05-14,2025-10-10,5053.51,11.05,6,Monthly,Equipment,Female,11-Apr-1996,Single,3,Education,26,335.08,1,Guarantor,Bank_Transfer,Mashonaland_West EXB8441,1,2025-07-23,2025-07-28,2025-08-24,2026-07-23,3500.93,13.42,12,Monthly,Equipment,Female,12-Dec-1989,Married,2,Informal_Sector,40,157.11,0,Savings,EcoCash,Harare ZEY4073,3,2025-10-04,2025-10-07,2025-11-05,2027-03-31,1575.22,15.78,18,Monthly,Personal,Male,16-Aug-1984,Widowed,,Retail_Trade,89,,0,Savings,Cash,Mashonaland_East VRB9328,3,2025-01-11,2025-01-22,2025-03-05,2026-07-16,7172.67,12.31,18,Monthly,Personal,Male,11-Jun-1990,Married,3,Finance,51,1799.2,1,Vehicle,Bank_Transfer,Masvingo IXY2561,0,2026-01-06,2026-01-10,2026-02-10,2027-01-05,3402.2,15.41,12,Bi-Weekly,Debt_Consolidation,Female,13-Mar-1972,Married,,Finance,25,922.42,4,None,OneMoney,Manicaland TCC6535,1,2025-03-12,2025-03-19,2025-04-13,2026-09-10,7240.46,106.91,18,Monthly,Business_Expansion,Male,16-Sep-1986,Married,0,Government,79,452.33,0,Property,Cash,Bulawayo OJU3724,2,2025-11-13,2025-12-01,2026-01-13,2026-05-30,1379.36,94.45,6,Monthly,Farming_Inputs,Male,11-Jul-1996,Married,2,Agriculture,44,251.56,1,None,EcoCash,Midlands XDL7709,1,2025-05-05,2025-05-09,2025-06-08,2026-05-04,4856.23,11.87,12,Monthly,Business_Expansion,Female,26-Nov-1994,Married,2,Manufacturing,120,606.52,3,None,EcoCash,Mashonaland_Central ORF5661,0,2025-05-11,2025-05-25,2025-06-27,2027-05-15,2938.53,14.05,24,Monthly,Wedding,Male,08-Aug-1981,Married,3,,91,657.61,3,None,Bank_Transfer,Harare FLD1463,3,2025-05-23,2025-06-07,2025-07-10,2026-11-29,310.99,15.34,18,Bi-Weekly,Debt_Consolidation,Male,07-Dec-1989,Married,4,Informal_Sector,14,88.97,2,Guarantor,OneMoney,Matabeleland_South BJP9208,0,2025-01-21,2025-02-02,2025-03-18,2025-08-01,589.84,163.83,6,Monthly,Farming_Inputs,Male,15-Sep-1978,Married,3,Agriculture,43,79.82,1,None,Cash,Mashonaland_Central TAC9100,0,2025-10-23,2025-10-30,2025-12-01,2027-10-20,3745.58,14.12,24,Monthly,Working_Capital,Female,31-Dec-2003,Single,1,Construction,9,,1,Vehicle,OneMoney,Midlands SBF6739,2,2025-04-23,2025-04-27,2025-05-25,2026-04-22,4757.33,11.82,12,Weekly,Working_Capital,Female,25-Oct-2006,Single,0,Government,9,804.24,2,,InnBucks,Mashonaland_Central TXT2079,2,2025-03-21,2025-04-07,2025-05-16,2027-03-28,2228.18,114.63,24,Monthly,Farming_Inputs,Male,23-Apr-1975,Married,3,Transport,117,429.69,2,Livestock,EcoCash,Mashonaland_Central KKH5705,0,2025-05-20,2025-05-30,2025-07-04,2025-11-26,1943.12,16.62,6,Monthly,Stock_Purchase,Male,28-Dec-1988,Single,0,Retail_Trade,83,686.63,2,,Cash,Mashonaland_Central QSJ1521,2,2025-12-06,2025-12-25,2026-01-20,2026-09-21,3050.26,12.38,9,Monthly,Livestock,Male,24-Nov-1989,Married,2,Government,58,392.7,5,Property,Bank_Transfer,Mashonaland_West SPZ2638,0,2026-01-07,2026-01-16,2026-02-27,2027-01-11,2571.39,76.61,12,Monthly,Wedding,Male,06-Sep-1962,Widowed,3,,39,344.85,3,Livestock,InnBucks,Harare QKS3066,0,2026-01-05,2026-01-23,2026-02-26,2027-07-17,854.4,82.76,18,Monthly,Equipment,Male,10-Jan-1982,Single,1,Retail_Trade,29,488.07,3,,EcoCash,Harare HLI8086,4,2026-01-21,2026-01-30,2026-03-16,2027-07-24,48254.11,16.51,18,Monthly,Vehicle,Female,27-Jul-1999,Single,3,Telecom,,1675.36,2,Savings,Bank_Transfer,Bulawayo RVP4550,0,2025-02-26,2025-03-10,2025-04-19,2025-09-06,6973.99,126.18,6,Bi-Weekly,Rent,Female,17-Jan-1984,Married,2,Retail_Trade,66,996.93,5,None,EcoCash,Midlands HNJ9495,3,2025-04-17,2025-04-22,2025-06-06,2027-04-12,784.31,85.11,24,Monthly,Medical,Male,17-Dec-1983,Married,4,Retail_Trade,34,314.4,3,Guarantor,InnBucks,Harare YOJ3693,1,2025-02-14,2025-03-03,2025-04-16,2026-08-25,13215.03,120.06,18,Monthly,Business_Expansion,Female,27-Dec-1969,Married,2,Education,104,782.55,2,Livestock,EcoCash,Midlands GJS0697,2,2025-11-26,2025-11-27,2026-01-01,2026-11-22,1468.67,123.66,12,Monthly,Livestock,Female,13-Jul-1960,Married,3,Informal_Sector,21,267.86,4,Livestock,EcoCash,Midlands EQR1972,4,2025-07-28,2025-08-14,2025-09-08,2029-07-24,4028.27,18.95,48,Monthly,Vehicle,Male,09-Jan-1995,Married,6,Construction,111,212.95,1,Guarantor,EcoCash,Mashonaland_West OND0210,3,2025-08-01,2025-08-17,2025-09-26,2026-08-12,1180.22,15.16,12,Monthly,Medical,Female,04-Feb-1967,Married,4,Informal_Sector,12,277.05,4,Guarantor,Bank_Transfer,Mashonaland_West ZKT9269,3,2026-01-06,2026-01-13,2026-02-27,2028-01-03,1634.41,12.87,24,Monthly,Medical,Male,27-Nov-1986,Married,3,Transport,64,578.86,7,Guarantor,InnBucks,Matabeleland_North UOP5878,3,2025-01-22,2025-02-07,2025-03-20,2026-02-02,2023.31,94.19,12,Monthly,Personal,Male,20-Jan-1993,Widowed,3,Informal_Sector,13,,0,None,Cash,Matabeleland_South LHQ8463,3,2026-01-10,2026-01-31,2026-03-04,2028-01-21,1791.14,12.59,24,Bi-Weekly,Debt_Consolidation,Female,28-Mar-1964,Married,3,Construction,76,324.44,0,Savings,InnBucks,Mashonaland_West VTK5721,4,2026-02-08,2026-02-16,2026-03-28,2029-01-31,15296.78,15.04,36,Monthly,Vehicle,Male,11-Feb-1987,Married,4,Retail_Trade,68,433.97,2,Vehicle,Bank_Transfer,Harare DFT1373,3,2025-02-08,2025-02-25,2025-04-07,2025-08-24,438.88,15.26,6,Monthly,School_Fees,Male,28-May-1989,Divorced,1,Agriculture,95,,1,Guarantor,EcoCash,Mashonaland_West ZZQ4322,4,2025-10-25,2025-11-07,2025-12-04,2026-11-02,2811.29,16.09,12,Monthly,Vehicle,Male,16-May-1974,Divorced,0,Informal_Sector,3,,4,Savings,Cash,Bulawayo TEG7575,0,2025-12-18,2025-12-28,2026-01-28,2026-03-28,259.61,126.9,3,Bi-Weekly,Stock_Purchase,Male,15-Jul-1983,Divorced,5,Informal_Sector,11,115.47,4,Guarantor,EcoCash,Midlands ZDN8364,0,2025-07-12,2025-07-21,2025-09-03,2026-07-16,1082.2,123.67,12,Monthly,Wedding,Male,11-Feb-1966,Single,1,Agriculture,10,386.13,0,Guarantor,OneMoney,Manicaland PMH3356,5,2025-02-18,2025-03-02,2025-03-27,2025-04-01,302.56,154.38,1,Weekly,Medical,Male,30-Mar-1965,Widowed,4,Retail_Trade,121,154.93,2,Property,Cash,Matabeleland_North ZKC0601,0,2025-01-14,2025-01-17,2025-02-20,2026-07-11,815.63,16.53,18,Monthly,Vehicle,Male,09-Apr-1995,Divorced,2,Informal_Sector,6,268.34,0,None,Cash,Mashonaland_Central WCE9841,4,2026-02-16,2026-02-25,2026-04-09,2028-02-15,15361.23,100.58,24,Monthly,Home_Improvement,Female,14-Mar-1990,Married,3,Mining,55,1049.09,3,,EcoCash,Manicaland MQZ4133,1,2025-05-02,2025-05-04,2025-06-18,2026-04-29,2544.72,122.55,12,Monthly,Business_Expansion,Male,07-Dec-1991,Married,1,Informal_Sector,18,166.99,1,None,EcoCash,Midlands QUJ2416,1,2025-12-15,2025-12-28,2026-01-27,2026-06-26,3476.89,102.77,6,Monthly,Business_Expansion,Male,19-Dec-1970,Married,7,Manufacturing,11,656.04,0,None,EcoCash,Midlands UIQ1872,1,2025-02-26,2025-03-11,2025-04-08,2026-03-06,6139.64,12.52,12,Monthly,Business_Expansion,Male,09-Jun-1973,Married,3,Healthcare,38,,0,Guarantor,EcoCash,Midlands TPR4093,1,2025-01-22,2025-01-24,2025-02-22,2026-07-18,5575.43,121.18,18,Monthly,Business_Expansion,Male,16-Dec-1984,Single,,Transport,88,297.21,6,None,Bank_Transfer,Harare UNY6653,0,2025-10-15,2025-10-25,2025-11-19,2027-04-18,475.01,155.15,18,Monthly,Livestock,Male,16-Feb-1995,Widowed,1,Agriculture,49,142.67,2,,Cash,Matabeleland_North KED9088,2,2026-01-16,2026-01-19,2026-02-26,2026-10-16,2004.63,11.49,9,Monthly,Livestock,Female,11-Sep-1987,Single,3,Government,95,479.18,2,Livestock,InnBucks,Mashonaland_West GJV9147,0,2025-05-21,2025-05-27,2025-06-26,2025-11-23,9126.86,15.6,6,Bi-Weekly,Farming_Inputs,Male,05-Jun-1982,Married,3,Finance,143,1346.22,2,None,Cash,Manicaland YYK1409,4,2025-04-25,2025-05-05,2025-06-09,2029-04-14,40714.69,76.68,48,Bi-Weekly,Equipment,Male,13-Mar-2007,Single,2,Telecom,8,1536.68,1,Property,Bank_Transfer,Harare BDP1730,1,2025-11-26,2025-12-04,2026-01-02,2026-11-29,21949.8,12.77,12,Monthly,Stock_Purchase,Female,07-Mar-1990,Married,4,Telecom,102,2082.8,3,Guarantor,EcoCash,Mashonaland_East IIS1162,2,2025-04-24,2025-05-07,2025-06-09,2026-02-01,2623.66,91.39,9,Monthly,Livestock,Female,30-Mar-1999,Married,2,Retail_Trade,17,548.83,0,,OneMoney,Manicaland QDK0707,0,2025-06-27,2025-07-15,2025-08-26,2027-07-05,538.42,15.08,24,Monthly,Vehicle,Male,08-Jul-1985,Married,2,Informal_Sector,,127.69,2,Guarantor,Bank_Transfer,Mashonaland_East SBM6710,3,2025-07-23,2025-08-01,2025-08-27,2027-01-23,430.74,15.06,18,Monthly,School_Fees,Male,02-Nov-1978,Married,,Retail_Trade,46,163.76,5,Livestock,Bank_Transfer,Manicaland LZD3025,1,2025-12-31,2026-01-12,2026-02-21,2027-01-07,11246.92,,12,Monthly,Business_Expansion,Male,13-Dec-1960,Widowed,3,Government,44,420.69,1,Guarantor,Bank_Transfer,Mashonaland_East SCN0463,4,2025-12-05,2025-12-06,2026-01-14,2026-12-01,3332.13,15.78,12,Monthly,Vehicle,Male,18-Feb-1992,Divorced,5,,132,152.6,3,None,InnBucks,Midlands WYZ3750,3,2025-08-11,2025-08-12,2025-09-18,2026-08-07,3633.88,16.29,12,Monthly,Debt_Consolidation,Female,01-Nov-2004,Single,1,Mining,20,1483.22,2,Property,EcoCash,Matabeleland_North WJE7625,4,2025-12-09,2025-12-27,2026-01-28,2027-06-20,19850.71,15.66,18,Monthly,Equipment,Female,09-Dec-1963,Widowed,2,Retail_Trade,59,975.19,4,None,OneMoney,Mashonaland_East LVH9493,1,2025-12-08,2025-12-26,2026-02-02,2028-12-10,2198.99,122.06,36,Bi-Weekly,Stock_Purchase,Male,22-Jan-1996,Single,4,Agriculture,129,147.34,2,,Bank_Transfer,Harare OGP3197,1,2025-07-12,2025-07-18,2025-08-14,2028-07-02,3769.26,14.93,36,Monthly,Stock_Purchase,Male,09-Sep-1991,Divorced,,Agriculture,95,239.22,1,Savings,Cash,Manicaland VVY0930,1,2025-01-05,2025-01-11,2025-02-08,2026-07-05,11872.21,123.49,18,Monthly,Stock_Purchase,Male,17-Nov-1972,Married,3,Healthcare,,485.56,0,None,EcoCash,Manicaland PVD6484,4,2025-04-06,2025-04-10,2025-05-10,2028-03-25,1673.72,14.09,36,Monthly,Home_Improvement,Male,09-May-1996,Single,3,Informal_Sector,18,153.33,2,Livestock,Cash,Harare VFA1552,1,2025-08-31,2025-09-17,2025-10-13,2026-09-12,4143.62,80.59,12,Monthly,Working_Capital,Male,29-Jul-1982,Married,,Informal_Sector,18,,2,None,EcoCash,Bulawayo IGX6687,3,2025-01-20,2025-01-24,2025-02-24,2026-01-19,1453.75,15.24,12,Bi-Weekly,,Male,22-Sep-1981,,1,Agriculture,56,399.82,0,None,EcoCash,Mashonaland_Central VGB9010,1,2025-08-19,2025-09-02,2025-10-13,2027-08-23,3961.24,14.92,24,Monthly,Working_Capital,Female,30-Sep-2001,Single,1,Manufacturing,16,478.3,1,Livestock,Bank_Transfer,Harare GRG2410,2,2025-03-07,2025-03-13,2025-04-07,2026-09-04,23729.4,94.33,18,Monthly,Farming_Inputs,Female,18-Mar-1994,Married,1,Finance,122,,1,Livestock,InnBucks,Harare UGC8879,0,2025-05-24,2025-05-30,2025-07-01,2026-11-21,1805.86,164.13,18,Monthly,Stock_Purchase,Female,03-Dec-1983,Married,2,Informal_Sector,22,553.71,2,Savings,Cash,Bulawayo WUZ4473,0,2025-09-03,2025-09-10,2025-10-19,2026-03-09,1343.41,14.13,6,Monthly,Medical,Male,24-Jun-1973,Divorced,,Informal_Sector,7,183.76,0,Property,EcoCash,Harare XSF5046,1,2026-01-22,2026-01-25,2026-02-25,2027-07-19,16377.57,139.3,18,Monthly,Equipment,Female,30-Mar-1969,Married,5,Construction,36,1051.95,3,Vehicle,Cash,Matabeleland_North TCF1709,2,2025-11-20,2025-11-25,2026-01-08,2026-05-24,647.63,102.96,6,Monthly,Working_Capital,Male,20-Oct-1983,Divorced,1,Agriculture,134,,1,Livestock,Bank_Transfer,Manicaland QGP8200,5,2025-06-22,2025-07-07,2025-08-07,2025-09-05,109.63,143.52,2,Bi-Weekly,Medical,Female,11-Oct-1965,,2,Agriculture,110,101.34,1,Property,Bank_Transfer,Mashonaland_East TWD0882,5,2025-01-04,2025-01-08,2025-02-16,2025-07-07,776.18,129.44,6,Weekly,Rent,Male,25-Jan-2002,Single,,Informal_Sector,9,468.21,1,Savings,Cash,Matabeleland_South XXL7278,0,2025-03-26,2025-04-05,2025-05-20,2026-09-27,2422.78,123.51,18,Monthly,Home_Improvement,Male,04-Feb-1964,Married,2,Government,101,384.11,1,None,Bank_Transfer,Harare UBQ9279,0,2025-06-21,2025-06-28,2025-07-23,2025-12-25,4752.47,149.69,6,Monthly,School_Fees,Female,11-Mar-1977,Married,5,Mining,115,1440.06,0,None,EcoCash,Harare YIL3942,0,2025-10-02,2025-10-07,2025-11-09,2026-10-02,751.78,81.77,12,Monthly,Livestock,Female,31-Jul-1958,Divorced,3,Agriculture,122,182.01,2,None,OneMoney,Harare BFA1695,0,2025-09-23,2025-10-08,2025-11-06,2026-04-06,2197.6,115.23,6,Monthly,Equipment,Female,06-Jun-1967,Married,6,Manufacturing,86,321.96,0,Guarantor,EcoCash,Harare GKS6057,1,2025-01-07,2025-01-13,2025-02-27,2025-07-12,2148.37,101.74,6,Bi-Weekly,Business_Expansion,Female,05-Apr-1994,Single,2,Informal_Sector,57,187.9,1,Guarantor,Bank_Transfer,Mashonaland_East CEN5283,1,2024-12-30,2025-01-05,2025-02-12,2026-12-26,9561.56,12.13,24,Monthly,Working_Capital,Male,10-Aug-1985,Married,3,Mining,18,865.15,5,Guarantor,EcoCash,Harare URI5280,2,2025-06-27,2025-07-18,2025-08-22,2026-07-13,8897.8,98.46,12,Monthly,Equipment,Male,07-Sep-1983,Single,3,Government,62,654.84,1,Property,EcoCash,Masvingo ERO9064,0,2026-01-03,2026-01-23,2026-02-19,2027-01-18,2111.83,17.29,12,Monthly,Livestock,Male,17-Oct-1965,Married,8,Construction,120,775.65,0,Property,EcoCash,Bulawayo WSF6571,5,2025-02-07,2025-02-19,2025-03-22,2025-04-20,420.09,164.35,2,Weekly,Rent,Female,18-Sep-1964,Divorced,7,Retail_Trade,73,414.83,0,Guarantor,EcoCash,Manicaland BVH9547,3,2025-02-05,2025-02-24,2025-03-24,2027-02-14,1693.46,13.13,24,Monthly,School_Fees,Male,22-Feb-1994,Single,3,Manufacturing,64,330.32,2,Guarantor,OneMoney,Bulawayo ZJS4141,1,2025-11-09,2025-11-27,2025-12-26,2027-11-17,18190.75,100.13,24,Weekly,Stock_Purchase,Female,22-Dec-1991,Single,2,Construction,56,1029.37,1,Savings,OneMoney,Matabeleland_South RBF2204,3,2025-01-06,2025-01-24,2025-02-23,2027-01-14,2360.79,17.01,24,Monthly,Medical,Male,17-Feb-1962,Divorced,1,Telecom,56,785.89,2,None,Bank_Transfer,Midlands ZZV5719,0,2025-08-19,2025-08-29,2025-10-03,2026-08-24,321.7,13.84,12,Bi-Weekly,Livestock,Male,30-Oct-1975,Single,0,Retail_Trade,39,285.4,2,None,Bank_Transfer,Mashonaland_West PBW0578,4,2026-01-08,2026-01-23,2026-03-01,2030-01-02,3328.82,14.85,48,Monthly,Vehicle,Female,15-Sep-1992,Divorced,5,Construction,18,225.91,0,None,Bank_Transfer,Masvingo OJH9892,0,2026-01-31,2026-02-19,2026-04-05,2027-02-14,3297.17,93.34,12,Monthly,Stock_Purchase,Male,09-Aug-1981,Widowed,4,Construction,42,385.7,1,Savings,Cash,Mashonaland_West IEW3033,2,2026-01-16,2026-01-20,2026-03-04,2027-07-14,5576.18,12.52,18,Monthly,Livestock,Male,04-Apr-1989,Married,4,Agriculture,61,536.86,1,None,OneMoney,Manicaland VRF2412,2,2025-06-21,2025-07-02,2025-08-05,2026-06-27,2741.42,117.75,12,Monthly,Equipment,Male,27-Feb-1978,Widowed,2,Agriculture,76,200.55,1,Property,EcoCash,Mashonaland_Central AEC5051,0,2026-02-06,2026-02-23,2026-03-21,2026-08-22,4232.48,14.08,6,Monthly,Vehicle,Male,21-Jan-1973,Widowed,1,,99,525.31,1,None,EcoCash,Harare FGL7789,3,2026-01-17,2026-01-28,2026-02-25,2027-01-23,1842.89,85.06,12,Monthly,Medical,Male,25-Feb-1973,Married,5,Finance,103,767.13,4,Guarantor,OneMoney,Harare MJZ4395,4,2025-12-11,2025-12-16,2026-01-28,2028-11-30,10275.51,95.69,36,Monthly,Equipment,Female,29-Sep-1969,Divorced,3,,134,393.27,0,None,Cash,Manicaland DUX4345,2,2025-07-16,2025-07-17,2025-08-14,2027-07-07,14035.54,82.94,24,Monthly,Farming_Inputs,Male,13-Oct-1986,Single,0,Telecom,81,,2,Livestock,Cash,Masvingo CSQ8628,0,2025-06-24,2025-06-28,2025-08-09,2025-12-25,1308.04,15.06,6,Monthly,Equipment,Female,14-Apr-1957,Married,7,Retail_Trade,19,,0,None,Bank_Transfer,Manicaland TOT1468,5,2025-06-27,2025-07-17,2025-08-11,2026-01-13,325.61,136.08,6,Weekly,Personal,Male,03-Jun-1963,Married,5,,15,357.95,1,Guarantor,EcoCash,Harare YCS1207,0,2025-12-17,2025-12-29,2026-02-06,2027-06-22,2874.03,18.8,18,Monthly,Rent,Male,12-Sep-1981,Divorced,4,Retail_Trade,170,507.28,6,Livestock,Cash,Harare UVT9591,4,2025-04-17,2025-04-20,2025-05-24,2028-04-04,3275.21,13.13,36,Monthly,Vehicle,Female,28-Jul-2003,Single,0,Manufacturing,16,224.08,0,Guarantor,OneMoney,Harare KOY5019,0,2025-03-18,2025-04-07,2025-05-06,2025-10-04,686.09,16.91,6,Weekly,Equipment,Male,31-Jan-2000,Married,2,Agriculture,16,,6,Vehicle,EcoCash,Mashonaland_East NSL3572,3,2025-08-14,2025-08-24,2025-09-26,2027-08-14,1813.92,14.81,24,Monthly,Medical,Male,04-May-1996,Married,1,Retail_Trade,21,792.92,0,None,InnBucks,Mashonaland_Central UIC6064,1,2026-01-21,2026-01-23,2026-03-02,2026-07-22,3434.23,13.32,6,Monthly,Equipment,Male,24-Sep-2004,Single,0,Transport,21,313.44,2,None,EcoCash,Mashonaland_East RFW6714,1,2025-11-11,2025-11-13,2025-12-24,2026-05-12,7236.24,151.49,6,Monthly,Business_Expansion,Male,15-Oct-1991,Married,,Healthcare,80,559.45,1,None,Bank_Transfer,Mashonaland_West EAJ9097,3,2026-02-22,2026-02-23,2026-03-23,2027-02-18,1958.35,13.55,12,Monthly,Medical,Female,20-Apr-1981,Married,4,Mining,98,727.09,5,Guarantor,EcoCash,Manicaland JOU4957,1,2025-06-10,2025-06-19,2025-07-28,2026-06-14,16526.87,108.52,12,Monthly,Working_Capital,Female,05-Apr-1982,Married,4,Education,39,,4,None,Cash,Manicaland TEE7042,0,2025-03-03,2025-03-18,2025-04-12,2025-06-16,3504.49,169.61,3,Monthly,Livestock,Male,02-Mar-2008,,,,2,819.95,0,None,EcoCash,Bulawayo KJD2151,1,2025-08-28,2025-09-04,2025-10-03,2027-08-25,20459.08,16.59,24,Weekly,Working_Capital,Male,29-Jul-2007,Single,1,Finance,5,1428.87,0,Vehicle,Bank_Transfer,Mashonaland_East XQL4738,1,2026-02-07,2026-02-15,2026-03-23,2026-08-14,3598.06,97.87,6,Monthly,Working_Capital,Male,19-Jan-1991,Divorced,6,Agriculture,39,227.67,0,None,EcoCash,Harare BFU8118,0,2025-01-04,2025-01-11,2025-02-09,2027-01-01,1044.14,16.48,24,Monthly,Vehicle,Male,12-Jan-1992,Married,3,Education,122,185.67,1,Savings,EcoCash,Bulawayo ZET2122,0,2025-06-01,2025-06-13,2025-07-25,2025-09-11,3063.89,111.58,3,Monthly,Medical,Male,25-May-1996,,,Construction,42,430.9,2,Vehicle,Cash,Manicaland FUK4311,0,2026-01-24,2026-02-02,2026-03-16,2027-01-28,2341.33,163.25,12,Monthly,Stock_Purchase,Male,13-May-1976,Divorced,,Mining,104,459.85,1,None,EcoCash,Midlands QUE3466,3,2025-11-23,2025-11-27,2025-12-23,2027-05-21,1688.21,17.23,18,Monthly,Debt_Consolidation,Female,04-Jan-1999,Married,,Education,14,326.51,0,Guarantor,Bank_Transfer,Harare SWM1601,2,2026-01-08,2026-01-17,2026-02-26,2027-07-11,6394.82,103.77,18,Monthly,Equipment,Female,22-Jun-2005,Single,1,Manufacturing,15,643.71,0,None,Cash,Mashonaland_Central JDO4667,1,2025-08-06,2025-08-24,2025-09-19,2028-08-08,7344.88,114.03,36,Bi-Weekly,Equipment,Male,20-Feb-1980,Married,4,Finance,85,759.28,0,Savings,Bank_Transfer,Masvingo KLB4904,2,2026-02-13,2026-02-28,2026-04-14,2027-02-23,8565.37,106.37,12,Monthly,Working_Capital,Female,18-Jul-1970,Married,8,Mining,112,1123.64,7,Livestock,InnBucks,Midlands MNL4989,4,2025-01-18,2025-01-20,2025-03-02,2028-12-30,11102.78,15.68,48,Bi-Weekly,Equipment,Male,22-Apr-1972,Married,4,Construction,,553.69,0,Vehicle,Cash,Mashonaland_Central PIK2814,3,2025-07-30,2025-08-10,2025-09-11,2026-08-05,945.59,100.32,12,Monthly,Medical,Male,23-Jan-1996,Married,1,Informal_Sector,43,302.15,1,,Bank_Transfer,Mashonaland_East SJU8294,1,2025-10-27,2025-11-09,2025-12-04,2027-10-30,3734.53,95.54,24,Monthly,Working_Capital,Female,09-May-1969,Married,7,Agriculture,108,360.23,1,None,EcoCash,Harare HLB3116,4,2025-06-03,2025-06-11,2025-07-14,2027-06-01,4763.75,17.3,24,Monthly,Equipment,Male,07-Jun-1982,Divorced,6,Retail_Trade,72,280.62,4,None,Bank_Transfer,Mashonaland_East ZCR4661,2,2025-03-07,2025-03-25,2025-04-20,2026-09-16,1319.75,,18,Bi-Weekly,Livestock,Male,11-Dec-1969,Married,5,Agriculture,31,111.04,4,Property,InnBucks,Matabeleland_North HRT2532,0,2026-02-10,2026-02-15,2026-03-12,2027-02-10,807.58,135.73,12,Monthly,Business_Expansion,Male,22-Dec-1969,Married,5,,128,383.37,0,None,Bank_Transfer,Harare QPI4398,1,2025-11-20,2025-11-23,2025-12-20,2026-11-18,3679.63,13.81,12,Weekly,Business_Expansion,Male,16-Nov-1976,Married,2,Retail_Trade,54,252.24,2,None,EcoCash,Midlands BHE2901,0,2025-06-28,2025-07-08,2025-08-21,2026-07-03,295.38,13.7,12,Monthly,Wedding,Male,20-Jan-1996,Married,1,Informal_Sector,17,73.67,1,None,Bank_Transfer,Harare BGA4649,1,2025-11-16,2025-11-24,2025-12-28,2027-11-14,5819.69,108.59,24,Monthly,Equipment,Female,27-Apr-1986,Married,3,Informal_Sector,32,388.11,0,Property,Cash,Masvingo BIE1986,2,2025-09-15,2025-10-03,2025-11-13,2027-03-27,8876.17,98.75,18,Monthly,Livestock,Male,03-Jun-1996,Married,3,Construction,47,1091.78,0,Savings,Bank_Transfer,Masvingo CWT0763,0,2025-03-28,2025-04-05,2025-05-01,2026-03-31,1127.13,110.09,12,Monthly,Vehicle,Female,27-Oct-1974,Married,5,Informal_Sector,12,,6,Property,InnBucks,Harare WPR4507,2,2025-11-01,2025-11-07,2025-12-18,2027-10-28,6383.35,71.27,24,Monthly,Equipment,Female,11-Mar-1972,Divorced,2,Retail_Trade,122,446.58,2,Livestock,EcoCash,Harare PAR8871,3,2025-06-20,2025-07-02,2025-08-09,2025-12-29,301.86,10.14,6,Monthly,School_Fees,Male,09-Nov-2005,Single,0,Informal_Sector,5,159.34,5,Guarantor,InnBucks,Harare VPV9675,5,2025-07-28,2025-08-01,2025-08-26,2026-01-28,326.61,108.44,6,Bi-Weekly,Medical,Male,06-Sep-1960,Divorced,5,Agriculture,43,177.23,2,Savings,Bank_Transfer,Mashonaland_East ZCN4019,5,2026-02-09,2026-02-14,2026-03-28,2026-05-15,263.24,146.15,3,Bi-Weekly,Funeral,Female,27-Mar-1987,Married,2,Construction,106,283.25,6,Guarantor,EcoCash,Matabeleland_South QXH9868,0,2025-11-11,2025-11-13,2025-12-20,2026-02-11,1231.84,131.85,3,Bi-Weekly,Vehicle,Male,27-Sep-1990,Married,3,Informal_Sector,43,447.25,0,Vehicle,EcoCash,Mashonaland_Central IGL2036,4,2026-01-25,2026-01-27,2026-03-09,2030-01-06,6082.53,15.48,48,Monthly,Home_Improvement,Male,19-Feb-1992,Divorced,2,,119,327.74,1,Property,Bank_Transfer,Harare PXG0071,4,2025-11-27,2025-12-11,2026-01-17,2027-06-04,2150.26,,18,Monthly,Vehicle,Female,30-May-1980,Married,2,Informal_Sector,20,193.92,1,None,EcoCash,Bulawayo JKJ4473,0,2025-04-14,2025-04-27,2025-06-10,2026-04-22,529.08,80.29,12,Monthly,Funeral,Female,03-Sep-2002,Married,0,Construction,15,,1,Guarantor,EcoCash,Harare JDM0244,3,2025-05-11,2025-05-15,2025-06-10,2025-11-11,1176.52,11.86,6,Monthly,School_Fees,Male,22-Oct-1959,,2,,158,281.13,2,Vehicle,OneMoney,Harare NFS4819,0,2025-06-14,2025-06-28,2025-08-12,2026-06-23,1388.71,105.05,12,Bi-Weekly,Equipment,Female,04-Jan-1982,Married,4,Agriculture,30,376.05,1,None,InnBucks,Manicaland VGF0668,4,2025-01-07,2025-01-28,2025-03-13,2029-01-07,60713.27,14.06,48,Bi-Weekly,Vehicle,Male,31-Dec-1980,Married,5,Telecom,51,,0,Guarantor,InnBucks,Mashonaland_West XEU5703,4,2025-07-08,2025-07-24,2025-08-19,2028-07-08,23589.27,15.42,36,Monthly,Home_Improvement,Male,27-Sep-1996,Married,5,Construction,47,829.82,1,Vehicle,Cash,Masvingo RUO0833,2,2025-12-27,2026-01-09,2026-02-14,2026-10-06,3562.41,12.62,9,Monthly,Farming_Inputs,Female,01-Jun-1998,Married,1,Manufacturing,53,713.82,0,Property,Bank_Transfer,Harare EQV2141,2,2025-02-28,2025-03-08,2025-04-06,2026-08-30,1811.15,124.24,18,Monthly,Farming_Inputs,Female,08-Jan-2004,Single,0,Informal_Sector,9,,3,Savings,EcoCash,Matabeleland_North GBO6128,0,2025-11-15,2025-11-20,2025-12-25,2026-11-15,1844.18,18.02,12,Monthly,Medical,Male,28-Apr-1976,Married,3,Agriculture,24,402.95,4,Property,EcoCash,Mashonaland_East ICW7329,3,2025-01-03,2025-01-19,2025-02-15,2027-01-09,2503.39,16.71,24,Monthly,Rent,Female,12-Jul-1984,Divorced,5,Education,55,630.01,1,,OneMoney,Manicaland PPR4284,0,2025-01-04,2025-01-23,2025-02-26,2025-07-22,589.76,133.06,6,Monthly,Business_Expansion,Male,09-May-1984,Single,4,Agriculture,28,165.0,1,Savings,Cash,Masvingo EWD8008,2,2025-02-21,2025-03-09,2025-04-14,2027-02-27,9263.59,13.74,24,Monthly,Farming_Inputs,Female,25-Nov-1998,Single,,Retail_Trade,46,,1,Livestock,EcoCash,Matabeleland_South WII0655,1,2025-11-06,2025-11-10,2025-12-16,2027-05-04,4208.91,100.53,18,Monthly,Business_Expansion,Male,24-Feb-1996,Divorced,4,Informal_Sector,53,242.4,0,Livestock,OneMoney,Bulawayo RTW5196,2,2025-03-10,2025-03-27,2025-05-08,2025-12-22,3528.32,86.09,9,Monthly,Farming_Inputs,Male,15-Jun-1990,Single,4,Construction,11,1137.39,1,Guarantor,EcoCash,Bulawayo PXK4242,4,2025-01-12,2025-01-17,2025-02-13,2028-01-02,4784.74,19.71,36,Monthly,Vehicle,Male,01-Feb-1995,Widowed,6,Informal_Sector,31,262.69,2,Guarantor,Bank_Transfer,Midlands FBW4362,5,2026-01-24,2026-02-09,2026-03-06,2026-03-11,700.97,116.08,1,Monthly,Rent,Male,27-Jul-1965,Married,6,Retail_Trade,120,350.32,1,Vehicle,EcoCash,Masvingo NKX1957,0,2025-08-03,2025-08-21,2025-09-28,2027-02-12,2116.62,109.48,18,Monthly,Debt_Consolidation,Male,15-Sep-1994,Single,0,Agriculture,114,412.31,0,None,Bank_Transfer,Mashonaland_West FPX9711,1,2026-02-09,2026-02-11,2026-03-27,2026-08-10,11470.54,,6,Monthly,Equipment,Female,06-Aug-1997,Single,0,Education,36,799.04,0,Property,Cash,Matabeleland_South BDR5063,1,2025-11-19,2025-12-06,2026-01-14,2027-11-26,2576.24,12.44,24,Bi-Weekly,Business_Expansion,Female,18-Oct-1990,Married,0,Education,101,387.78,2,Guarantor,Bank_Transfer,Harare ALG5020,4,2025-11-22,2025-11-30,2025-12-28,2027-05-24,10509.26,18.61,18,Monthly,Vehicle,Male,01-Jul-1979,Married,3,Manufacturing,43,568.69,1,Guarantor,EcoCash,Manicaland UPU4766,1,2025-01-27,2025-02-02,2025-03-07,2025-08-01,11902.54,95.71,6,Monthly,Equipment,Female,06-Apr-1965,Single,0,Government,103,553.83,1,Guarantor,EcoCash,Matabeleland_North NJD9805,4,2025-05-10,2025-05-31,2025-07-13,2029-05-10,9504.54,16.86,48,Weekly,Home_Improvement,Female,14-Feb-1964,Married,5,NGO,31,546.3,2,Property,EcoCash,Harare OXI7734,2,2025-03-01,2025-03-16,2025-04-14,2025-12-11,1370.89,77.58,9,Monthly,Working_Capital,Female,14-Sep-1994,Single,2,Government,66,373.37,0,Livestock,Bank_Transfer,Mashonaland_Central LCI2089,1,2025-01-18,2025-02-02,2025-03-02,2028-01-18,1598.73,135.37,36,Bi-Weekly,Equipment,Female,17-Jan-1982,Married,0,Informal_Sector,31,152.19,1,Savings,Cash,Masvingo DMF6569,3,2025-03-08,2025-03-25,2025-04-28,2026-03-20,828.91,16.16,12,Monthly,Debt_Consolidation,Male,31-May-1970,Married,3,Construction,40,277.93,4,None,OneMoney,Harare GYS8804,0,2025-09-03,2025-09-12,2025-10-25,2027-03-06,582.56,159.9,18,Monthly,Business_Expansion,Male,23-Apr-1988,,3,Agriculture,15,,2,Savings,EcoCash,Manicaland RXQ7168,0,2025-11-01,2025-11-13,2025-12-21,2026-05-12,6069.36,135.9,6,Monthly,Vehicle,Female,29-Jun-1977,Divorced,2,Manufacturing,78,749.6,1,None,EcoCash,Mashonaland_West AXU3149,4,2025-04-11,2025-04-15,2025-05-24,2028-03-30,2428.6,17.16,36,Bi-Weekly,Equipment,Male,27-Sep-1991,Single,3,Construction,34,239.57,0,None,EcoCash,Harare QQV1056,5,2025-02-13,2025-02-18,2025-03-15,2025-03-20,972.3,161.87,1,Monthly,Rent,Male,02-Jan-1977,Married,4,Retail_Trade,32,831.96,3,Guarantor,Cash,Manicaland UDI7181,1,2025-07-20,2025-08-09,2025-09-03,2026-08-04,15880.41,106.2,12,Monthly,Business_Expansion,Male,15-Jul-1975,Married,4,Education,76,654.12,4,Vehicle,Cash,Matabeleland_North ZTG9882,3,2025-01-06,2025-01-10,2025-02-17,2025-07-09,1104.4,16.63,6,Monthly,Medical,Male,09-Apr-1989,Married,6,Retail_Trade,35,353.53,2,Guarantor,EcoCash,Midlands XKZ3080,3,2025-01-21,2025-01-30,2025-03-04,2026-01-25,2633.98,17.7,12,Monthly,School_Fees,Male,22-Feb-1989,Single,4,Mining,79,562.95,2,Guarantor,EcoCash,Mashonaland_West WXB4285,3,2025-12-04,2025-12-21,2026-01-28,2026-12-16,437.1,17.48,12,Monthly,Rent,Female,27-May-1998,Married,2,Retail_Trade,40,,2,Savings,Bank_Transfer,Mashonaland_East ZFP0139,0,2025-06-24,2025-07-06,2025-08-06,2026-12-28,1958.52,16.43,18,Monthly,Personal,Male,16-Dec-1967,Married,,Informal_Sector,,560.22,1,None,,Matabeleland_South RKY6757,1,2025-12-31,2026-01-11,2026-02-14,2027-01-06,7900.59,13.69,12,Monthly,Business_Expansion,Male,25-Feb-1983,Single,4,Retail_Trade,43,324.4,1,Property,InnBucks,Mashonaland_West RNL9971,1,2025-12-30,2026-01-16,2026-02-25,2026-07-15,22063.68,,6,Monthly,Business_Expansion,Male,09-Apr-1984,Married,4,NGO,17,1499.65,2,Vehicle,Bank_Transfer,Midlands MOV1007,1,2025-10-24,2025-10-31,2025-12-12,2026-10-26,9676.81,139.04,12,Monthly,Business_Expansion,Male,15-Aug-1972,Married,7,Transport,103,721.47,2,Property,InnBucks,Mashonaland_West EUF9193,0,2025-04-29,2025-05-08,2025-06-17,2026-05-03,477.52,167.12,12,Monthly,Medical,Male,24-Nov-1983,Divorced,3,Informal_Sector,50,300.22,2,Guarantor,InnBucks,Manicaland ATY5952,1,2025-10-02,2025-10-09,2025-11-08,2026-04-07,6947.5,92.52,6,Monthly,Equipment,Female,24-Jan-1985,Single,5,Informal_Sector,45,467.89,3,Property,Cash,Matabeleland_North HDI2450,0,2024-12-28,2025-01-14,2025-02-26,2025-04-14,1221.66,161.49,3,Weekly,Medical,Female,17-Feb-1984,Married,5,,,503.85,0,Livestock,Bank_Transfer,Mashonaland_East DCP3341,2,2026-02-15,2026-02-19,2026-03-24,2028-02-09,2748.55,78.04,24,Monthly,Equipment,Male,01-Dec-1989,Married,0,Informal_Sector,10,211.02,2,Vehicle,Bank_Transfer,Harare YVW2924,0,2025-04-20,2025-04-30,2025-06-06,2026-04-25,1185.52,147.18,12,Monthly,Debt_Consolidation,Male,18-Jun-1962,Single,2,Transport,143,,2,None,EcoCash,Midlands AMQ9367,0,2025-01-23,2025-02-07,2025-03-24,2027-01-28,2363.89,17.32,24,Monthly,Vehicle,Male,02-Nov-1960,Divorced,3,Government,159,439.39,0,Guarantor,EcoCash,Harare QRH8014,3,2025-05-17,2025-05-19,2025-06-22,2026-05-14,3101.12,17.69,12,Monthly,Personal,Male,04-Aug-1979,Divorced,5,Government,41,600.09,2,Savings,EcoCash,Matabeleland_South NDQ2138,2,2026-02-07,2026-02-27,2026-04-03,2026-08-26,1377.42,120.51,6,Weekly,Livestock,Female,28-Dec-2002,Married,0,Agriculture,6,102.95,1,Livestock,Bank_Transfer,Masvingo TTO9585,3,2025-05-21,2025-06-09,2025-07-06,2027-05-30,1048.92,12.16,24,Monthly,Rent,Female,29-Jun-1972,Divorced,3,Agriculture,45,228.11,6,Property,EcoCash,Bulawayo XIT6623,2,2025-02-07,2025-02-17,2025-03-17,2026-08-11,6309.57,16.56,18,Monthly,Equipment,Male,26-Jun-1958,Married,5,Telecom,82,1055.48,0,Guarantor,EcoCash,Bulawayo VFW0657,1,2025-04-26,2025-04-30,2025-05-28,2027-04-20,9567.67,15.23,24,Bi-Weekly,Working_Capital,Male,19-Jul-2003,Single,2,Healthcare,,550.11,4,Property,Bank_Transfer,Bulawayo BZD1767,0,2025-12-17,2025-12-23,2026-01-18,2026-06-21,3704.11,152.91,6,Monthly,Personal,Male,25-Jul-1988,Married,4,Education,48,541.07,0,Guarantor,OneMoney,Harare LJL3808,0,2025-02-26,2025-03-16,2025-04-20,2027-03-06,2221.01,15.1,24,Monthly,Business_Expansion,Female,09-Sep-1998,Divorced,2,Retail_Trade,20,419.69,3,Savings,Cash,Manicaland ALN1220,0,2025-03-30,2025-04-19,2025-05-14,2027-04-09,1183.08,137.14,24,Monthly,Working_Capital,Female,18-Feb-1990,Married,3,Agriculture,119,,0,Guarantor,EcoCash,Bulawayo EGO9071,3,2025-07-07,2025-07-18,2025-08-28,2026-07-13,2648.0,19.04,12,Monthly,Personal,Male,19-Feb-1998,Married,2,Government,62,545.15,2,Guarantor,EcoCash,Matabeleland_South JOC9153,1,2025-12-19,2026-01-08,2026-02-20,2027-07-02,5832.28,13.81,18,Monthly,Equipment,Female,06-Dec-1998,Single,5,Construction,13,229.16,0,Property,InnBucks,Harare INT7734,3,2025-08-09,2025-08-23,2025-10-06,2027-02-14,3697.51,16.68,18,Bi-Weekly,Medical,Male,22-Dec-1999,Single,4,Finance,41,712.54,1,None,Bank_Transfer,Mashonaland_West NID3881,3,2025-01-19,2025-01-23,2025-02-17,2025-07-22,931.25,11.91,6,Monthly,Personal,Female,22-Apr-1968,Divorced,2,Healthcare,103,342.07,2,Savings,InnBucks,Manicaland VSR9271,0,2025-02-27,2025-03-05,2025-03-28,2027-02-23,2877.97,101.29,24,Monthly,Business_Expansion,Female,17-Feb-1996,Married,3,Telecom,121,442.6,0,,InnBucks,Harare CNJ2189,2,2025-09-02,2025-09-18,2025-10-25,2026-03-17,10658.13,88.81,6,Monthly,Livestock,Female,14-Mar-1981,Single,2,Construction,124,714.03,2,Livestock,Bank_Transfer,Harare WQX1820,2,2025-10-24,2025-11-02,2025-12-06,2026-10-28,8956.55,12.07,12,Monthly,Farming_Inputs,Female,24-Jul-1978,Married,6,Transport,105,721.66,2,None,Cash,Masvingo DFR9329,0,2025-08-10,2025-08-14,2025-09-10,2027-08-04,3716.78,,24,Monthly,Vehicle,Female,01-Feb-1992,Married,3,Education,54,502.02,5,Guarantor,Bank_Transfer,Harare ZPL9559,4,2025-05-17,2025-05-21,2025-06-28,2027-05-11,7727.18,96.47,24,Monthly,Vehicle,Male,25-Jan-1972,Widowed,,Retail_Trade,31,446.02,7,Vehicle,EcoCash,Midlands VEB5415,3,2025-08-24,2025-08-27,2025-10-05,2027-08-17,3745.65,13.29,24,Weekly,Rent,Male,07-Nov-1995,Single,3,Government,100,,5,Savings,EcoCash,Midlands NDJ1733,0,2025-11-23,2025-12-03,2026-01-15,2026-11-28,1893.03,75.61,12,Monthly,School_Fees,Male,17-Nov-1966,Married,0,Agriculture,67,345.36,2,Guarantor,EcoCash,Midlands ZGR2446,1,2025-04-12,2025-04-16,2025-05-15,2028-03-31,5462.91,12.92,36,Monthly,Business_Expansion,Female,07-Oct-2005,Single,1,Informal_Sector,12,329.22,0,Property,Bank_Transfer,Mashonaland_Central AQZ9907,1,2025-06-30,2025-07-09,2025-08-16,2026-12-31,3214.1,13.88,18,Monthly,Business_Expansion,Male,06-Nov-1958,Married,6,Retail_Trade,31,359.63,3,None,Bank_Transfer,Mashonaland_East HKN3098,3,2025-08-06,2025-08-17,2025-09-28,2026-08-12,2081.49,15.3,12,Monthly,Medical,Male,23-Apr-1999,Married,2,Transport,22,500.25,2,None,Cash,Masvingo GQE7545,0,2025-05-18,2025-05-30,2025-06-28,2026-11-21,825.39,124.1,18,Monthly,Vehicle,Male,11-Dec-1960,Single,2,Agriculture,120,205.86,2,None,Cash,Harare APS8818,1,2025-12-17,2025-12-28,2026-01-25,2027-06-21,9444.11,118.61,18,Monthly,Business_Expansion,Female,13-Sep-1983,Married,2,Healthcare,33,675.63,1,Livestock,Bank_Transfer,Mashonaland_West SYB1914,3,2025-11-12,2025-11-26,2025-12-24,2027-05-20,1937.15,100.35,18,Monthly,Rent,Male,07-Aug-1991,Single,5,NGO,51,578.13,4,Guarantor,Cash,Harare SWB2082,4,2025-09-22,2025-10-10,2025-11-07,2029-09-19,16576.12,19.58,48,Monthly,Equipment,Female,29-Nov-1992,Married,5,Mining,28,804.01,0,Savings,Bank_Transfer,Mashonaland_East LLU8086,5,2025-02-20,2025-02-23,2025-03-20,2025-03-25,964.36,187.25,1,Weekly,Funeral,Male,10-Feb-2002,Single,1,Manufacturing,31,387.49,2,Vehicle,EcoCash,Mashonaland_East NXQ5035,0,2025-05-21,2025-05-23,2025-06-28,2025-08-21,5600.17,15.08,3,Bi-Weekly,Personal,Male,14-Sep-1977,Married,3,Retail_Trade,60,709.99,0,None,Cash,Matabeleland_North GJX2850,0,2025-08-20,2025-09-05,2025-10-06,2027-02-27,3487.97,132.03,18,Monthly,Personal,Male,01-Oct-1982,Married,2,Finance,96,,2,None,Cash,Harare YKM9772,2,2026-02-07,2026-02-24,2026-03-28,2027-02-19,4474.65,13.63,12,Monthly,Equipment,Male,24-May-1972,Divorced,2,Informal_Sector,27,486.75,0,Property,InnBucks,Harare CNZ8777,1,2025-02-15,2025-02-24,2025-04-08,2027-02-14,1150.29,11.96,24,Monthly,Business_Expansion,Male,24-Mar-1985,Divorced,2,Retail_Trade,48,194.59,2,None,Cash,Mashonaland_West UOG5029,2,2025-11-27,2025-12-10,2026-01-05,2026-06-08,3383.83,100.73,6,Monthly,Farming_Inputs,Male,15-Sep-1993,Married,3,,82,692.27,4,None,EcoCash,Manicaland KTY2647,3,2025-09-24,2025-10-11,2025-11-20,2026-10-06,937.53,15.46,12,Bi-Weekly,Rent,Male,02-Sep-1981,Married,0,Education,134,371.94,1,Livestock,Bank_Transfer,Harare ZYR9156,3,2025-10-23,2025-10-28,2025-11-23,2026-10-23,1302.13,18.47,12,Weekly,Rent,Female,11-Oct-1984,Married,,Construction,111,431.49,0,None,OneMoney,Matabeleland_North RHH0385,0,2025-04-03,2025-04-10,2025-05-09,2025-07-09,579.41,16.5,3,Monthly,Livestock,,04-Oct-1962,Married,3,Informal_Sector,10,126.75,5,None,,Manicaland LOH9986,2,2025-10-30,2025-11-03,2025-12-03,2026-07-31,9176.71,90.19,9,Monthly,Equipment,Male,23-Jul-1991,Single,,Informal_Sector,12,477.63,1,None,Cash,Midlands OLB3222,2,2025-09-03,2025-09-09,2025-10-04,2026-03-08,2412.53,101.2,6,Monthly,Working_Capital,Female,03-Mar-1978,Married,2,Informal_Sector,17,466.6,2,Property,Cash,Matabeleland_North TGM6913,0,2025-06-13,2025-06-22,2025-07-23,2026-06-17,3751.98,16.04,12,Monthly,School_Fees,Female,11-Apr-1992,Single,3,Government,39,876.71,3,,EcoCash,Masvingo TRM5291,3,2025-09-17,2025-10-01,2025-11-15,2027-03-25,1361.39,11.76,18,Weekly,Medical,Male,08-Sep-1993,Divorced,1,Government,23,335.96,1,None,Bank_Transfer,Harare JSH2786,0,2025-05-09,2025-05-26,2025-06-26,2027-05-16,5097.21,14.47,24,Monthly,School_Fees,Female,21-May-1976,Divorced,2,Mining,57,864.15,2,Savings,EcoCash,Manicaland FAG8343,1,2025-02-11,2025-02-15,2025-03-28,2026-08-09,2114.71,99.53,18,Monthly,Equipment,Female,13-Feb-1970,Married,3,Informal_Sector,7,264.51,1,None,Cash,Bulawayo XXI9968,4,2025-09-16,2025-09-19,2025-10-18,2027-03-13,3002.46,18.99,18,Bi-Weekly,Vehicle,Male,14-Jan-1961,Married,2,Informal_Sector,5,189.61,0,Property,Bank_Transfer,Mashonaland_West XVX0630,3,2026-01-07,2026-01-09,2026-02-07,2027-01-04,641.01,16.85,12,Monthly,Rent,Female,24-Dec-1997,Married,3,Informal_Sector,34,343.03,0,None,Cash,Harare ZGL2012,0,2025-03-30,2025-04-18,2025-05-19,2027-04-08,781.61,16.65,24,Monthly,Farming_Inputs,Female,18-Apr-1985,Single,2,Informal_Sector,14,214.25,1,Savings,Bank_Transfer,Bulawayo CMY3122,5,2025-09-11,2025-09-30,2025-11-10,2025-11-29,601.3,139.14,2,Monthly,Personal,Male,09-Jun-1974,Married,6,Education,80,779.96,8,None,EcoCash,Harare RHA7400,1,2025-08-21,2025-08-28,2025-09-28,2026-02-24,2363.29,14.13,6,Monthly,Stock_Purchase,Male,01-Jul-1968,Married,3,Informal_Sector,3,266.71,4,Property,Cash,Mashonaland_West WOT8084,2,2025-09-11,2025-09-17,2025-10-21,2026-09-12,4556.44,122.24,12,Monthly,Farming_Inputs,Female,20-May-2001,Single,1,Mining,20,679.22,5,Livestock,OneMoney,Bulawayo RMI9464,1,2025-04-21,2025-04-30,2025-05-28,2028-04-14,9778.01,136.05,36,Monthly,Equipment,Male,03-Jul-1965,Married,2,Agriculture,129,387.54,0,Guarantor,Bank_Transfer,Manicaland ZRL2727,0,2025-06-22,2025-07-04,2025-08-10,2026-06-29,529.47,127.86,12,Monthly,Equipment,Male,27-Dec-1996,Divorced,3,Agriculture,22,174.78,1,None,Cash,Harare JSC4855,2,2026-01-21,2026-02-09,2026-03-18,2028-01-30,3493.27,11.58,24,Monthly,Working_Capital,Female,01-Apr-2001,Single,1,Informal_Sector,6,263.78,0,Livestock,EcoCash,Matabeleland_South PIU6931,2,2025-12-27,2025-12-28,2026-01-28,2027-06-21,16088.16,132.86,18,Monthly,Working_Capital,,07-Sep-1959,Married,4,Government,57,901.74,0,None,Cash,Manicaland WAI8374,0,2025-07-26,2025-08-08,2025-09-08,2027-07-29,504.36,18.02,24,Monthly,Working_Capital,Female,11-Apr-1981,Married,4,Informal_Sector,34,152.87,0,Property,Cash,Manicaland XQU0774,2,2025-12-01,2025-12-07,2026-01-20,2026-12-02,2060.7,108.18,12,Monthly,Equipment,Male,06-Apr-1977,Single,3,Informal_Sector,31,194.86,1,Livestock,Bank_Transfer,Harare HLP2424,2,2025-12-10,2025-12-24,2026-02-04,2027-06-17,2912.4,99.4,18,Weekly,Working_Capital,Male,18-Apr-2004,Single,,Transport,22,330.2,0,None,Bank_Transfer,Mashonaland_West HRM1429,2,2025-08-20,2025-08-29,2025-10-05,2026-02-25,15230.51,15.97,6,Monthly,Farming_Inputs,Male,07-Aug-1990,Married,0,Mining,28,904.44,2,,Bank_Transfer,Mashonaland_Central VVC1093,3,2025-05-11,2025-05-26,2025-07-05,2025-11-22,1993.16,16.76,6,Monthly,Medical,Male,26-Dec-1979,Married,2,Manufacturing,25,689.67,2,None,OneMoney,Harare LZJ5353,2,2025-11-02,2025-11-12,2025-12-08,2027-11-02,2749.06,13.84,24,Bi-Weekly,Livestock,Male,26-Aug-1997,Divorced,2,,23,707.68,2,Livestock,OneMoney,Mashonaland_Central RIQ9136,2,2025-12-31,2026-01-19,2026-02-18,2027-07-13,6107.33,102.36,18,Monthly,Farming_Inputs,Male,17-Sep-1963,Married,6,Telecom,39,744.44,1,Livestock,Bank_Transfer,Harare TYC4355,5,2025-07-17,2025-07-29,2025-09-12,2026-01-25,1068.65,174.62,6,Bi-Weekly,Funeral,Female,22-Jan-1989,Married,2,Government,118,962.85,1,,Cash,Manicaland USX4346,3,2025-01-23,2025-01-31,2025-03-11,2025-07-30,3695.1,16.95,6,Monthly,Personal,Female,16-Apr-1978,Married,4,Healthcare,99,1103.57,3,Guarantor,OneMoney,Manicaland JCD4951,4,2025-05-02,2025-05-22,2025-06-17,2028-05-06,65883.34,101.76,36,Bi-Weekly,Vehicle,Male,09-Jun-1991,Married,4,Finance,54,1787.93,0,Property,EcoCash,Harare AQE0764,3,2025-05-13,2025-05-23,2025-07-03,2026-11-14,1878.21,15.14,18,Weekly,Rent,Male,01-Jul-1980,Married,2,Agriculture,112,,1,Guarantor,EcoCash,Harare JBG8345,0,2025-12-24,2025-12-27,2026-02-01,2026-03-27,1419.08,134.94,3,Monthly,Rent,Male,09-Aug-1972,Widowed,,Informal_Sector,5,599.06,0,Property,EcoCash,Mashonaland_East LRK3576,2,2025-05-27,2025-06-13,2025-07-17,2026-06-08,5588.16,9.15,12,Monthly,Farming_Inputs,Male,19-Jul-1997,,3,Retail_Trade,68,1131.92,0,Livestock,EcoCash,Harare ZLR7960,0,2025-07-03,2025-07-23,2025-08-28,2026-01-19,1240.53,17.57,6,Bi-Weekly,Farming_Inputs,Female,04-Apr-1987,Single,3,Construction,134,345.08,1,Guarantor,Cash,Manicaland LQG5244,2,2025-10-28,2025-10-29,2025-11-28,2026-10-24,12096.14,11.7,12,Monthly,Livestock,Male,24-Nov-1991,Married,1,Finance,55,2221.14,2,Savings,EcoCash,Bulawayo MHK1073,0,2025-04-08,2025-04-22,2025-05-20,2027-04-12,589.76,17.8,24,Monthly,Stock_Purchase,Male,27-Jul-2002,Single,0,Informal_Sector,12,139.13,2,Guarantor,Cash,Masvingo RCZ7157,2,2026-01-24,2026-02-13,2026-03-25,2028-02-03,4978.76,117.64,24,Monthly,Equipment,Male,21-Nov-1987,Widowed,4,Manufacturing,29,478.33,1,Livestock,EcoCash,Mashonaland_East SSB7551,2,2025-04-25,2025-05-11,2025-06-23,2026-02-05,5492.58,101.41,9,Monthly,Farming_Inputs,Male,23-Jul-1974,Married,5,Mining,23,641.42,2,Guarantor,InnBucks,Bulawayo PXO5302,3,2025-02-28,2025-03-13,2025-04-16,2026-09-04,6939.84,14.21,18,Weekly,Personal,Male,28-Nov-1955,Single,,Telecom,68,1754.62,2,Livestock,Cash,Matabeleland_South JPI9674,1,2025-01-16,2025-01-27,2025-02-22,2028-01-12,7814.1,120.49,36,Monthly,Business_Expansion,Female,28-Jan-1987,Single,4,Agriculture,50,320.92,3,Property,Bank_Transfer,Bulawayo BLY7604,2,2025-10-03,2025-10-07,2025-11-17,2026-10-02,8534.65,116.66,12,Monthly,Working_Capital,Female,08-Aug-1964,Married,4,Finance,71,1034.43,0,,Bank_Transfer,Manicaland OWQ7804,0,2025-06-03,2025-06-04,2025-07-18,2026-05-30,842.64,17.44,12,Monthly,Stock_Purchase,Male,27-Jul-1998,Single,3,Informal_Sector,,136.28,4,Savings,EcoCash,Harare KTY3963,4,2025-01-24,2025-02-03,2025-03-14,2028-01-19,19242.62,16.45,36,Monthly,Home_Improvement,Female,21-Feb-2005,Single,0,Retail_Trade,9,,0,Property,EcoCash,Mashonaland_West PPM4319,4,2025-11-07,2025-11-26,2025-12-23,2029-11-05,9983.68,15.68,48,Monthly,Home_Improvement,,20-Jun-1969,Married,3,Agriculture,24,463.36,1,Property,InnBucks,Harare JLP1821,3,2025-03-04,2025-03-23,2025-04-18,2026-03-18,1051.77,16.03,12,Bi-Weekly,Medical,Male,26-Sep-1980,Divorced,4,Government,182,380.8,3,Guarantor,EcoCash,Midlands MPR4339,0,2025-03-24,2025-03-25,2025-05-02,2026-03-20,5095.19,116.77,12,Monthly,,Male,20-Sep-2006,Single,2,Transport,9,734.67,1,None,EcoCash,Manicaland SPE3315,3,2025-09-26,2025-10-12,2025-11-22,2026-10-07,720.87,14.22,12,Bi-Weekly,School_Fees,Male,19-Dec-2005,Single,0,Retail_Trade,9,436.27,0,None,EcoCash,Mashonaland_East GSQ2343,1,2025-08-11,2025-08-21,2025-09-17,2027-08-11,8314.55,103.3,24,Monthly,Business_Expansion,Male,18-Nov-1976,Married,,Education,80,,1,Livestock,OneMoney,Mashonaland_West RRD2557,0,2025-03-07,2025-03-12,2025-04-08,2026-03-07,554.52,15.54,12,Monthly,Funeral,Female,06-Jan-1974,Single,3,,105,183.97,8,Guarantor,EcoCash,Manicaland SEH3346,5,2025-09-20,2025-09-26,2025-11-04,2026-03-25,3211.93,190.46,6,Weekly,Funeral,Male,22-Sep-1989,Married,1,Telecom,108,,8,Property,Bank_Transfer,Harare OMZ7979,4,2025-07-24,2025-08-14,2025-09-22,2027-02-05,4721.4,16.72,18,Weekly,Home_Improvement,Female,02-Aug-2007,Single,0,Informal_Sector,8,324.98,2,None,Bank_Transfer,Manicaland TVX0902,2,2026-02-21,2026-02-23,2026-04-08,2027-02-18,5226.76,11.77,12,Monthly,Livestock,Male,28-Mar-1998,Married,4,Healthcare,19,772.13,2,Livestock,EcoCash,Mashonaland_East QMD7998,2,2025-02-16,2025-03-09,2025-04-07,2025-09-05,9482.17,11.17,6,Weekly,Working_Capital,Male,13-Jul-1966,Married,6,Retail_Trade,66,817.55,1,Livestock,EcoCash,Harare GIY7765,3,2026-01-17,2026-02-02,2026-03-03,2027-07-27,870.74,15.55,18,Monthly,Personal,Male,14-Sep-1979,Widowed,1,Agriculture,75,,7,Guarantor,Bank_Transfer,Harare WRA8283,0,2025-01-01,2025-01-11,2025-02-24,2026-01-06,399.97,17.79,12,Weekly,Working_Capital,Male,02-Nov-1985,Married,3,Informal_Sector,14,201.28,2,None,Cash,Mashonaland_East VRN2912,3,2025-12-09,2025-12-14,2026-01-18,2026-06-12,1612.93,14.35,6,Bi-Weekly,School_Fees,Male,28-Mar-1979,Married,6,Informal_Sector,10,513.91,2,Guarantor,Bank_Transfer,Mashonaland_Central WOW0457,1,2025-10-12,2025-10-17,2025-11-15,2027-04-10,25751.31,13.72,18,Monthly,Business_Expansion,Male,23-Jun-1984,Married,4,Finance,89,1709.65,1,None,Cash,Mashonaland_Central AAY9915,1,2025-12-06,2025-12-24,2026-01-28,2027-12-14,6331.36,94.66,24,Monthly,Business_Expansion,Female,16-Jan-2005,Single,1,Manufacturing,10,686.44,1,Property,OneMoney,Mashonaland_Central MCV8852,4,2025-05-27,2025-06-01,2025-07-08,2026-11-23,67927.36,17.94,18,Monthly,Equipment,Male,17-Nov-1981,,4,Telecom,,2074.67,0,,EcoCash,Mashonaland_West ZKK0483,2,2025-08-31,2025-09-17,2025-10-24,2026-03-16,6551.79,61.66,6,Monthly,Working_Capital,Female,15-Mar-1995,Widowed,4,Manufacturing,42,776.11,4,Property,EcoCash,Mashonaland_West IUV2370,4,2025-11-13,2025-11-16,2025-12-22,2027-11-06,10379.98,17.44,24,Monthly,Home_Improvement,Male,30-Sep-1971,Married,4,Finance,82,942.89,2,None,Bank_Transfer,Harare BQT2347,3,2025-02-06,2025-02-13,2025-03-25,2025-08-12,2727.36,11.35,6,Weekly,Medical,Female,23-Oct-1992,Single,2,Telecom,16,782.32,0,Guarantor,EcoCash,Masvingo RAB0460,4,2025-03-06,2025-03-10,2025-04-20,2028-02-23,12280.93,86.7,36,Monthly,Home_Improvement,Female,09-May-1959,Divorced,0,Education,26,,0,Guarantor,Bank_Transfer,Midlands VYY2503,1,2025-09-13,2025-09-23,2025-10-24,2028-09-07,7696.24,15.28,36,Monthly,Stock_Purchase,Female,02-Oct-1997,Married,3,Government,43,421.39,1,Property,Cash,Mashonaland_East BQA4119,0,2025-05-16,2025-05-21,2025-06-25,2026-05-16,2433.16,18.91,12,Bi-Weekly,Vehicle,Female,11-Aug-1991,Single,2,Construction,109,400.79,4,Property,OneMoney,Midlands OBX3043,5,2024-12-28,2025-01-16,2025-02-17,2025-07-15,374.41,116.98,6,Bi-Weekly,Rent,Female,17-May-1969,Married,2,Agriculture,86,219.01,1,Livestock,OneMoney,Harare AWJ8508,3,2025-07-28,2025-08-16,2025-09-16,2027-08-06,5501.18,15.1,24,Monthly,Rent,Male,17-Aug-1996,Married,4,Mining,57,1090.44,1,Guarantor,Bank_Transfer,Harare XTH2006,1,2026-01-12,2026-01-15,2026-02-22,2026-07-14,8384.79,13.62,6,Monthly,Stock_Purchase,Male,07-Nov-1995,,3,Informal_Sector,23,532.22,1,Vehicle,InnBucks,Harare LOS6758,3,2025-10-03,2025-10-19,2025-11-26,2026-04-17,2439.46,17.78,6,Bi-Weekly,Rent,Female,16-Jul-1984,Divorced,1,Government,85,494.12,1,None,Bank_Transfer,Harare FNG5006,0,2025-09-05,2025-09-26,2025-10-24,2026-09-21,1957.99,16.55,12,Bi-Weekly,Business_Expansion,Male,28-Mar-2005,Single,1,,26,321.83,0,Property,EcoCash,Harare PQA3617,3,2025-04-12,2025-04-28,2025-05-28,2027-04-18,1358.6,18.2,24,Monthly,Medical,Male,15-Oct-1992,Married,,Healthcare,39,604.56,0,None,OneMoney,Masvingo TMK1023,3,2025-10-04,2025-10-06,2025-11-11,2027-03-30,1054.97,16.73,18,Monthly,Rent,Male,06-Jul-1983,Widowed,,Informal_Sector,8,451.85,3,Savings,Bank_Transfer,Bulawayo KUG7819,5,2026-02-19,2026-02-23,2026-04-03,2026-04-24,153.72,175.8,2,Bi-Weekly,Personal,Male,16-Jun-2007,Single,0,Agriculture,4,117.77,2,Property,EcoCash,Mashonaland_East GEM2691,0,2025-10-25,2025-11-12,2025-12-26,2026-02-10,4578.8,,3,Monthly,Debt_Consolidation,Male,20-May-1957,Widowed,1,Healthcare,68,497.1,2,None,Cash,Mashonaland_East XYK0485,4,2025-12-29,2026-01-14,2026-02-08,2028-12-29,4915.64,12.52,36,Monthly,Equipment,Female,10-Jan-1971,Divorced,7,Informal_Sector,2,239.7,1,Property,Bank_Transfer,Harare KDG4735,5,2025-09-27,2025-10-01,2025-10-26,2025-10-31,1551.29,139.8,1,Weekly,Medical,Male,12-Jan-1993,Widowed,2,NGO,62,818.65,1,None,EcoCash,Bulawayo WGV0890,1,2025-05-17,2025-05-27,2025-07-03,2028-05-11,6845.89,133.52,36,Monthly,Stock_Purchase,Female,03-Jul-1984,Single,6,Mining,84,613.49,1,Guarantor,EcoCash,Harare YWM6922,4,2026-01-09,2026-01-23,2026-02-18,2027-07-17,20613.19,20.21,18,Bi-Weekly,Home_Improvement,Male,29-Jun-1973,,4,Mining,108,793.92,5,Guarantor,EcoCash,Midlands XMW6050,3,2025-08-17,2025-08-24,2025-09-26,2026-02-20,4043.58,15.95,6,Monthly,Medical,Female,06-Mar-1995,Divorced,,Finance,79,903.76,0,Guarantor,OneMoney,Mashonaland_East FVR5417,4,2025-09-19,2025-09-23,2025-10-19,2027-09-13,2708.75,14.5,24,Monthly,Equipment,Female,24-Apr-1994,Married,3,Agriculture,18,109.87,1,Vehicle,EcoCash,Mashonaland_Central TWB8895,1,2025-07-24,2025-07-29,2025-09-11,2027-07-19,5927.92,17.57,24,Monthly,Stock_Purchase,Female,29-May-1965,Married,4,,44,330.89,1,Guarantor,EcoCash,Bulawayo PER0203,1,2025-01-14,2025-01-27,2025-03-02,2026-07-21,4064.19,16.64,18,Monthly,Business_Expansion,Female,05-Jan-1998,Married,2,Government,33,466.65,0,Savings,OneMoney,Mashonaland_Central DAD8582,3,2025-10-28,2025-11-04,2025-12-17,2027-04-28,786.68,16.42,18,Monthly,Debt_Consolidation,Female,20-Dec-1964,Married,6,Retail_Trade,114,261.61,1,Guarantor,Bank_Transfer,Matabeleland_South QVW5666,0,2026-01-02,2026-01-21,2026-02-25,2028-01-11,1080.46,132.1,24,Monthly,Funeral,Male,20-Apr-1985,Married,4,,92,713.77,1,Savings,OneMoney,Manicaland XTU3993,4,2025-06-03,2025-06-24,2025-07-25,2027-06-14,6454.4,19.53,24,Monthly,Equipment,Male,22-Mar-1997,Married,5,Government,48,483.07,0,Vehicle,Bank_Transfer,Mashonaland_East QJS0135,5,2025-06-28,2025-07-05,2025-07-30,2025-08-04,269.3,128.17,1,Monthly,Medical,Female,14-Feb-1961,Married,2,Transport,99,196.17,4,Livestock,InnBucks,Mashonaland_Central SVI6098,0,2026-01-31,2026-02-17,2026-03-28,2026-05-18,1911.86,16.48,3,Monthly,,Male,20-Jul-1961,Married,7,Finance,34,658.89,0,Property,Bank_Transfer,Mashonaland_Central OXA0211,1,2025-10-20,2025-11-10,2025-12-19,2028-10-25,1646.37,11.64,36,Monthly,Business_Expansion,Male,26-Jul-1990,Married,1,Agriculture,49,135.67,1,Guarantor,EcoCash,Harare MSD2642,2,2025-10-10,2025-10-15,2025-11-11,2027-04-08,23950.61,11.96,18,Monthly,Equipment,Female,30-Oct-1981,Married,3,Telecom,127,1388.02,0,Savings,EcoCash,Harare GAJ7911,1,2026-02-01,2026-02-20,2026-03-28,2026-08-19,2640.98,16.53,6,Monthly,Stock_Purchase,Male,21-Jul-1965,Married,6,Informal_Sector,46,508.41,5,None,EcoCash,Mashonaland_Central RNJ5292,0,2026-01-21,2026-01-30,2026-03-04,2026-04-30,841.03,18.63,3,Monthly,Farming_Inputs,Female,18-Mar-1990,Single,4,Manufacturing,60,222.7,1,Savings,Bank_Transfer,Midlands XUF3740,2,2025-04-22,2025-04-27,2025-05-24,2026-04-22,5964.43,98.72,12,Monthly,Farming_Inputs,Male,03-Jun-1967,Married,2,Agriculture,33,405.94,2,Property,Cash,Mashonaland_West MTP2791,0,2025-01-22,2025-01-26,2025-02-21,2026-01-21,3523.75,17.22,12,Monthly,Farming_Inputs,Male,16-Aug-1968,Married,3,Retail_Trade,93,455.71,3,,OneMoney,Masvingo LDJ8976,0,2026-01-06,2026-01-07,2026-02-01,2026-07-06,7671.93,152.83,6,Monthly,Rent,Male,05-Nov-1965,Single,5,Construction,103,985.66,3,,Bank_Transfer,Manicaland TUZ5834,2,2026-02-11,2026-02-12,2026-03-28,2027-02-07,3717.21,100.87,12,Monthly,Farming_Inputs,Male,13-Feb-1984,Married,,Education,11,424.48,1,None,EcoCash,Manicaland BWA2307,4,2025-02-08,2025-02-18,2025-04-03,2027-02-08,2327.06,110.92,24,Monthly,Home_Improvement,Female,21-Sep-1963,Divorced,5,,155,172.26,1,Savings,Cash,Masvingo YWO6436,0,2025-03-23,2025-03-27,2025-05-10,2026-03-22,1512.83,106.55,12,Monthly,Funeral,Female,05-Feb-1984,Widowed,4,Government,197,394.37,6,Guarantor,InnBucks,Harare OKM6664,3,2026-01-27,2026-02-13,2026-03-26,2028-02-03,2277.92,16.0,24,Monthly,School_Fees,Male,31-Oct-1969,Married,3,Retail_Trade,49,583.9,1,None,EcoCash,Harare TGG6922,2,2025-12-28,2026-01-12,2026-02-16,2027-01-07,6893.74,9.35,12,Monthly,Livestock,Female,09-Jun-1996,Married,1,Transport,65,779.16,1,Savings,Bank_Transfer,Midlands TGG8868,0,2025-01-06,2025-01-18,2025-02-17,2025-07-17,2243.45,109.53,6,Monthly,Rent,Male,06-Nov-1987,Married,2,Telecom,104,792.36,2,None,Bank_Transfer,Midlands KMH3623,3,2025-08-24,2025-08-28,2025-09-26,2027-02-19,2905.94,13.91,18,Monthly,,Male,07-Feb-1968,Married,5,Retail_Trade,90,979.03,1,Savings,EcoCash,Bulawayo SHU4421,0,2025-10-14,2025-10-18,2025-11-20,2026-10-13,1392.01,147.99,12,Monthly,Working_Capital,Female,09-Sep-1965,Married,2,Construction,59,212.67,1,Savings,Bank_Transfer,Harare AWU4246,1,2025-12-17,2025-12-19,2026-01-15,2026-12-14,12114.48,13.99,12,Monthly,Working_Capital,Male,18-Apr-1992,Married,2,Mining,,1405.55,0,Guarantor,OneMoney,Mashonaland_Central TKC7338,3,2026-01-26,2026-02-09,2026-03-16,2027-02-04,659.8,16.12,12,Monthly,Personal,Male,30-Jan-1976,Divorced,2,Transport,,498.63,0,Property,Cash,Matabeleland_South DXZ1314,2,2025-11-06,2025-11-24,2025-12-28,2026-08-21,739.9,16.22,9,Monthly,Equipment,Male,24-Aug-1971,Single,3,Informal_Sector,7,53.03,0,Savings,Cash,Matabeleland_South RAC3921,1,2025-08-26,2025-08-27,2025-10-03,2028-08-11,3067.0,17.51,36,Monthly,Equipment,Male,26-Apr-1981,Married,5,Agriculture,73,177.19,1,Savings,EcoCash,Matabeleland_North TJN6899,1,2025-05-04,2025-05-25,2025-06-21,2026-05-20,8176.02,121.51,12,Bi-Weekly,Working_Capital,Female,18-Jan-1983,Married,1,Manufacturing,100,628.01,1,Property,EcoCash,Masvingo NUE6631,2,2026-02-05,2026-02-06,2026-03-19,2027-02-01,4029.55,98.55,12,Monthly,Livestock,Male,17-Nov-1964,Widowed,,Transport,91,410.24,4,Livestock,Cash,Midlands SPK2793,1,2025-02-07,2025-02-12,2025-03-16,2028-01-28,9183.09,13.47,36,Monthly,Equipment,Male,20-Mar-1997,Single,6,NGO,67,784.16,2,Vehicle,InnBucks,Manicaland EEV4381,0,2025-04-20,2025-04-21,2025-05-18,2026-10-13,1085.87,118.45,18,Monthly,Funeral,Male,20-Nov-1972,Divorced,2,Agriculture,30,294.2,3,Property,OneMoney,Matabeleland_South YLP6088,0,2026-01-04,2026-01-22,2026-02-23,2027-07-16,723.99,19.15,18,Monthly,Debt_Consolidation,Male,13-Sep-2002,,0,Retail_Trade,38,195.87,1,Guarantor,EcoCash,Mashonaland_East DUL2848,4,2025-07-11,2025-07-17,2025-08-16,2027-07-07,9977.88,18.74,24,Bi-Weekly,Equipment,Female,01-Jun-2001,Single,,Retail_Trade,12,,1,Livestock,EcoCash,Mashonaland_East USU5289,0,2025-03-22,2025-04-06,2025-05-14,2025-10-03,6228.7,120.79,6,Monthly,Medical,Female,29-May-1979,Married,1,Finance,,1269.53,6,Guarantor,EcoCash,Harare KNZ9821,2,2026-01-30,2026-02-05,2026-03-18,2026-08-04,4825.12,75.05,6,Monthly,Farming_Inputs,Male,20-Mar-1994,Widowed,1,Agriculture,76,,2,Livestock,Bank_Transfer,Mashonaland_East ALO7156,4,2025-03-29,2025-04-07,2025-05-19,2026-04-02,8419.38,17.11,12,Monthly,Equipment,Female,22-Jul-1987,Married,2,Government,207,494.4,2,Livestock,OneMoney,Midlands QHH4547,2,2026-02-16,2026-02-18,2026-04-03,2027-02-13,871.38,11.91,12,Monthly,Livestock,Female,14-Jul-1995,Single,3,Informal_Sector,38,230.26,5,Savings,EcoCash,Manicaland LIX0583,1,2025-02-21,2025-03-13,2025-04-13,2028-02-26,6744.28,128.75,36,Weekly,Stock_Purchase,Male,06-Jun-1994,Single,0,Mining,44,479.32,2,Guarantor,EcoCash,Masvingo DVI1262,4,2025-07-14,2025-07-24,2025-08-22,2027-01-15,2245.83,17.92,18,Monthly,Vehicle,Male,16-May-1985,Married,2,Agriculture,93,109.2,4,Guarantor,EcoCash,Mashonaland_West SPU6876,0,2025-12-15,2025-12-17,2026-01-27,2027-12-07,775.88,96.43,24,Monthly,Home_Improvement,Male,26-Jun-1984,Married,7,Informal_Sector,36,309.73,0,None,Bank_Transfer,Harare FYF1334,4,2026-02-08,2026-02-12,2026-03-18,2029-01-27,6954.16,12.81,36,Monthly,Home_Improvement,Male,08-Mar-1986,Single,3,Transport,155,280.8,4,Livestock,EcoCash,Manicaland HGT5795,5,2025-05-21,2025-05-31,2025-07-08,2025-07-30,697.85,23.28,2,Weekly,Medical,Male,08-May-1993,Married,2,Retail_Trade,171,617.79,6,,Cash,Masvingo IMP8425,2,2025-04-27,2025-05-11,2025-06-14,2026-11-02,3948.52,121.19,18,Monthly,Livestock,Female,25-Jun-1973,Single,3,Informal_Sector,8,475.37,0,Livestock,OneMoney,Harare JXZ9197,4,2025-01-04,2025-01-07,2025-02-14,2027-12-23,3278.35,18.57,36,Monthly,Vehicle,Female,31-Mar-1960,Married,4,Agriculture,60,153.15,2,None,Bank_Transfer,Harare VVQ4339,3,2025-12-24,2025-12-28,2026-01-27,2026-06-26,1133.96,14.56,6,Monthly,Personal,Male,14-Jan-1979,Widowed,5,Education,108,387.97,1,Vehicle,EcoCash,Masvingo DAO4421,2,2025-04-28,2025-05-19,2025-06-28,2027-05-09,7523.49,105.28,24,Monthly,Farming_Inputs,Female,16-Apr-1962,Married,6,Finance,46,1302.66,1,None,EcoCash,Bulawayo TOK7160,0,2025-08-21,2025-09-08,2025-10-21,2025-12-07,539.89,92.36,3,Monthly,Stock_Purchase,Male,21-Jul-1975,Married,,Agriculture,102,194.64,0,Guarantor,Cash,Mashonaland_West YJS6181,5,2025-01-02,2025-01-03,2025-01-28,2025-02-02,89.04,143.7,1,Monthly,Medical,Male,23-Dec-1983,Widowed,1,Agriculture,109,72.86,0,Vehicle,InnBucks,Mashonaland_West XFJ4423,0,2025-10-16,2025-11-01,2025-11-28,2027-04-25,2061.42,112.97,18,Monthly,Funeral,Male,28-Mar-1972,Married,3,Mining,69,618.27,2,Savings,Cash,Matabeleland_South TZR7612,2,2025-12-11,2026-01-01,2026-02-09,2026-12-27,15134.47,111.81,12,Monthly,Farming_Inputs,Female,21-Apr-1963,Married,6,Retail_Trade,121,1110.9,1,Property,EcoCash,Harare OCB0159,2,2025-01-13,2025-01-27,2025-02-21,2026-01-22,3884.4,10.39,12,Monthly,Farming_Inputs,Male,29-Jan-1969,Divorced,5,Finance,76,485.86,1,Guarantor,Bank_Transfer,Manicaland NKL4707,1,2025-08-29,2025-09-10,2025-10-12,2026-09-05,8897.14,110.38,12,Monthly,Stock_Purchase,Male,07-Jan-1994,Married,3,Transport,45,513.33,1,Vehicle,InnBucks,Harare IDS2174,3,2025-08-23,2025-08-29,2025-09-28,2027-08-19,458.63,16.42,24,Monthly,Personal,Male,07-Jul-1970,Married,2,Construction,101,192.63,0,Guarantor,EcoCash,Midlands DRZ5494,2,2025-06-07,2025-06-12,2025-07-27,2026-06-07,2658.95,71.11,12,Monthly,Farming_Inputs,Male,05-Oct-1964,Married,0,Construction,110,528.2,5,,EcoCash,Midlands DDI6072,0,2025-08-04,2025-08-17,2025-09-13,2026-08-12,3252.44,99.69,12,Monthly,Farming_Inputs,Female,15-Dec-1987,Single,2,Manufacturing,27,585.73,4,Savings,Bank_Transfer,Matabeleland_North ZZH9609,0,2025-02-26,2025-03-07,2025-04-12,2025-09-03,2053.82,148.04,6,Weekly,Funeral,Female,29-Jun-1961,Widowed,3,Government,71,317.35,0,Guarantor,InnBucks,Mashonaland_East ZVP2569,1,2025-09-21,2025-09-24,2025-11-01,2026-09-19,10216.26,111.35,12,Bi-Weekly,Working_Capital,Male,14-Aug-1973,Married,2,Manufacturing,10,551.02,5,Livestock,EcoCash,Mashonaland_East CUD1746,3,2025-04-24,2025-04-29,2025-05-28,2026-10-21,1464.27,17.96,18,Monthly,Medical,Female,06-Dec-1998,Divorced,0,Informal_Sector,15,264.52,0,None,Bank_Transfer,Masvingo YCV2081,0,2025-10-18,2025-10-26,2025-12-06,2026-01-24,11189.67,109.57,3,Monthly,Wedding,Female,13-Nov-1988,Married,4,Finance,73,2464.39,3,None,EcoCash,Harare BQP9020,4,2025-07-04,2025-07-17,2025-08-22,2026-07-12,6563.71,84.89,12,Monthly,Equipment,Female,22-Sep-1969,Married,0,Agriculture,,434.67,0,Property,Bank_Transfer,Harare YGK2060,4,2025-10-16,2025-11-02,2025-12-10,2028-10-17,3099.77,17.96,36,Monthly,Equipment,Female,18-Apr-1968,Married,2,Retail_Trade,88,238.3,1,None,EcoCash,Manicaland YKW5527,2,2025-05-22,2025-05-24,2025-07-03,2025-11-20,2802.07,75.66,6,Monthly,Equipment,Male,13-Jan-1999,Married,5,Informal_Sector,,267.19,6,Livestock,Bank_Transfer,Bulawayo ACX5115,2,2025-07-27,2025-07-30,2025-09-12,2026-04-26,4021.91,76.09,9,Weekly,Working_Capital,Female,15-Nov-1960,Married,5,Government,102,725.01,0,Livestock,Cash,Manicaland SCM0059,4,2025-12-23,2025-12-28,2026-02-08,2026-12-23,2414.16,16.28,12,Monthly,Home_Improvement,Female,12-Mar-1963,Married,6,Healthcare,41,294.09,1,Savings,Cash,Bulawayo LQI8710,1,2025-08-06,2025-08-26,2025-09-20,2026-02-22,6923.31,96.58,6,Weekly,Stock_Purchase,Male,04-Sep-1989,Married,3,Healthcare,121,514.59,2,Savings,Bank_Transfer,Harare AGB9768,1,2025-10-07,2025-10-20,2025-11-28,2026-10-15,4504.19,91.43,12,Monthly,Equipment,Male,03-Feb-1976,Married,4,Transport,109,294.73,4,None,Bank_Transfer,Harare ETJ7781,3,2025-09-14,2025-09-15,2025-10-18,2027-09-05,2855.39,13.68,24,Monthly,Rent,Female,13-May-1960,Married,7,Healthcare,157,901.02,2,None,EcoCash,Mashonaland_East BPL9331,0,2025-05-23,2025-06-04,2025-07-07,2025-12-01,1268.72,,6,Monthly,School_Fees,Male,15-Apr-1975,Widowed,,Retail_Trade,96,248.17,2,Property,EcoCash,Mashonaland_Central OMU8839,0,2026-01-12,2026-01-29,2026-03-12,2027-01-24,1354.59,119.25,12,Monthly,Home_Improvement,Male,04-Aug-1992,Married,3,Agriculture,170,173.22,1,Vehicle,Bank_Transfer,Harare DFP5387,1,2025-03-09,2025-03-22,2025-04-28,2026-03-17,37157.62,12.97,12,Monthly,Stock_Purchase,Female,22-Apr-2001,Single,6,Mining,20,1665.95,2,Property,InnBucks,Harare MHX5145,1,2025-02-03,2025-02-21,2025-03-18,2026-02-16,6898.27,106.84,12,Monthly,Stock_Purchase,Male,23-Jun-1982,Married,3,NGO,114,909.79,0,Property,Cash,Manicaland GCH3336,3,2025-03-10,2025-03-25,2025-05-06,2027-03-15,3484.24,14.63,24,Monthly,School_Fees,Female,13-Aug-1960,Divorced,3,Manufacturing,57,694.43,1,Guarantor,Cash,Harare PON4432,0,2025-02-15,2025-03-07,2025-04-16,2025-09-03,2806.71,108.68,6,Monthly,Farming_Inputs,Male,01-Feb-1996,Divorced,2,Transport,32,657.53,0,None,Bank_Transfer,Harare MLF6966,1,2025-12-21,2025-12-26,2026-02-09,2026-12-21,9954.21,12.87,12,Monthly,Equipment,Male,29-May-1982,Married,3,Retail_Trade,84,361.9,4,Property,EcoCash,Harare HZY4130,0,2025-06-03,2025-06-20,2025-07-28,2025-09-18,475.85,131.85,3,Bi-Weekly,Funeral,Female,17-Oct-1993,Married,4,Agriculture,46,142.91,0,None,Bank_Transfer,Midlands ARZ2060,4,2025-12-21,2025-12-29,2026-02-12,2028-12-13,7183.32,21.31,36,Monthly,Vehicle,Male,13-Dec-1968,Married,3,Informal_Sector,28,,1,Property,Bank_Transfer,Harare LKU6595,0,2025-09-24,2025-10-13,2025-11-17,2027-10-03,1179.57,106.96,24,Bi-Weekly,Wedding,Male,25-Feb-1973,Married,5,Manufacturing,72,571.6,2,Vehicle,Cash,Masvingo PLL5967,3,2025-03-20,2025-04-04,2025-05-06,2026-09-26,4674.68,16.92,18,Monthly,School_Fees,Female,16-Sep-2003,Single,0,,5,1351.64,1,Guarantor,EcoCash,Bulawayo SLK2959,0,2026-01-04,2026-01-20,2026-02-20,2026-07-19,1775.76,16.19,6,Monthly,Debt_Consolidation,Female,27-Apr-1979,Divorced,6,Retail_Trade,82,522.45,1,Savings,EcoCash,Harare DHN1111,2,2025-04-11,2025-04-12,2025-05-09,2026-01-07,1797.84,90.96,9,Bi-Weekly,Farming_Inputs,Male,23-Mar-1994,Married,1,Agriculture,65,325.84,3,Livestock,InnBucks,Harare MPP7301,4,2026-01-03,2026-01-13,2026-02-25,2027-07-07,1660.93,17.98,18,Monthly,Home_Improvement,Female,07-May-1995,Married,1,Transport,31,256.86,1,None,EcoCash,Bulawayo ZZB8437,4,2025-07-02,2025-07-14,2025-08-14,2028-06-28,6940.08,15.02,36,Monthly,Home_Improvement,Male,01-Aug-2000,Married,2,Agriculture,24,243.84,4,Property,InnBucks,Manicaland NQF3212,5,2025-02-02,2025-02-11,2025-03-23,2025-05-12,356.48,140.07,3,Monthly,Medical,Male,11-Nov-1996,Married,4,Education,57,305.15,0,None,EcoCash,Midlands MNK0960,1,2025-10-18,2025-11-02,2025-12-01,2026-10-28,35682.12,13.12,12,Monthly,Business_Expansion,Female,23-Dec-1981,Married,0,Finance,26,2694.28,0,Savings,OneMoney,Masvingo PWU1684,1,2025-01-26,2025-02-13,2025-03-22,2025-08-12,6002.09,90.19,6,Bi-Weekly,Working_Capital,Male,20-Aug-1961,Married,2,Education,89,340.25,1,Property,OneMoney,Mashonaland_Central LWL2689,5,2025-03-05,2025-03-25,2025-04-21,2025-06-23,376.56,158.97,3,Monthly,Rent,Male,06-May-1995,Single,2,Education,10,452.38,3,,Cash,Mashonaland_Central QYI7393,3,2025-12-22,2025-12-31,2026-02-12,2026-12-26,3194.96,13.85,12,Monthly,Personal,Male,15-Jul-1982,Widowed,4,Government,25,,3,None,InnBucks,Mashonaland_East CMX2357,0,2025-06-21,2025-06-25,2025-07-23,2027-06-15,2400.87,115.98,24,Monthly,Stock_Purchase,Female,29-Dec-1975,Married,,Telecom,63,693.86,2,Property,InnBucks,Mashonaland_West SOH8850,1,2026-01-13,2026-01-26,2026-02-24,2027-07-20,6914.48,112.14,18,Monthly,Stock_Purchase,Male,26-Jun-1985,Widowed,2,Mining,121,781.2,4,Guarantor,Cash,Mashonaland_East ZGL1552,3,2025-09-05,2025-09-21,2025-10-28,2027-03-15,487.01,17.3,18,Monthly,Personal,Male,22-Mar-1992,Single,3,Agriculture,72,161.02,0,Guarantor,Cash,Mashonaland_West GNU1789,2,2026-01-24,2026-01-28,2026-02-26,2027-01-23,698.7,76.89,12,Bi-Weekly,Farming_Inputs,Female,22-Nov-1977,Widowed,6,Agriculture,38,112.38,1,Livestock,EcoCash,Manicaland CBT8745,1,2025-11-26,2025-12-16,2026-01-14,2027-12-06,14038.91,146.97,24,Monthly,Business_Expansion,Female,22-Sep-1989,Married,5,Mining,54,636.34,0,Livestock,EcoCash,Bulawayo GGC9923,2,2025-05-03,2025-05-11,2025-06-24,2026-11-02,2895.88,101.58,18,Monthly,Working_Capital,Female,03-Jan-2006,Married,0,Retail_Trade,15,507.82,4,Guarantor,OneMoney,Matabeleland_South TCU0568,3,2025-06-25,2025-07-06,2025-08-03,2026-07-01,3476.57,14.83,12,Bi-Weekly,Rent,Female,24-Apr-1992,Married,2,NGO,92,,2,Guarantor,Bank_Transfer,Harare DXR6816,1,2025-04-02,2025-04-16,2025-05-14,2025-10-13,4121.51,90.76,6,Monthly,Equipment,Female,09-Aug-1982,Married,0,Education,122,402.57,1,None,EcoCash,Bulawayo BYZ3907,1,2025-09-20,2025-10-10,2025-11-09,2028-09-24,12743.22,15.87,36,Bi-Weekly,Business_Expansion,Female,05-Sep-2001,Married,1,Education,36,559.49,2,Property,EcoCash,Mashonaland_East CNT5049,1,2025-10-09,2025-10-19,2025-11-13,2027-10-09,3900.56,137.36,24,Monthly,Business_Expansion,Male,05-Sep-1980,Widowed,5,Informal_Sector,,328.24,1,None,Bank_Transfer,Harare BFM2923,0,2025-07-22,2025-07-29,2025-08-26,2026-01-25,2770.95,101.9,6,Monthly,Working_Capital,Male,14-Aug-1973,Married,4,Education,35,610.16,1,Property,Bank_Transfer,Harare QUO8903,0,2025-11-03,2025-11-08,2025-12-11,2027-05-02,1840.35,112.62,18,Monthly,Medical,Male,22-May-2003,Single,0,Education,11,387.36,3,Savings,EcoCash,Manicaland GLN2683,2,2025-07-22,2025-07-24,2025-08-27,2026-07-19,6335.62,115.0,12,Monthly,Livestock,Male,26-Dec-1991,Married,3,Healthcare,61,945.84,3,,EcoCash,Mashonaland_West DXZ7938,2,2025-01-03,2025-01-11,2025-02-08,2025-10-08,1707.35,72.57,9,Monthly,Equipment,Female,14-Dec-1973,Divorced,7,Construction,36,342.37,0,Property,EcoCash,Matabeleland_South QXH6973,2,2025-09-23,2025-10-04,2025-11-03,2026-07-01,2593.77,134.86,9,Monthly,Working_Capital,Male,05-Aug-1988,Married,3,Retail_Trade,42,260.8,3,Vehicle,EcoCash,Mashonaland_East VDP1152,2,2025-08-14,2025-08-20,2025-09-26,2027-08-10,4498.33,104.37,24,Monthly,Farming_Inputs,Female,17-Aug-1984,Married,4,Informal_Sector,12,344.57,5,None,Bank_Transfer,Mashonaland_East CLT4807,2,2025-08-28,2025-09-16,2025-10-11,2026-06-13,6928.29,111.05,9,Monthly,,Female,17-Jul-2006,Single,,Government,25,476.66,7,Savings,Cash,Mashonaland_East LVU3472,2,2025-05-25,2025-05-30,2025-07-13,2026-02-24,14891.48,81.8,9,Monthly,Equipment,Female,17-Mar-1957,Married,4,NGO,,,1,Livestock,Bank_Transfer,Mashonaland_Central IZE7631,4,2025-08-17,2025-09-02,2025-10-02,2029-08-12,7647.55,15.94,48,Monthly,Home_Improvement,Male,13-Dec-2004,Single,0,Government,45,514.71,4,Livestock,Bank_Transfer,Harare CNO7276,2,2025-11-02,2025-11-10,2025-12-20,2027-10-31,13430.46,11.05,24,Monthly,Farming_Inputs,Male,20-May-1998,Married,4,Finance,46,2317.39,1,Livestock,Bank_Transfer,Harare CUU7270,0,2025-11-25,2025-12-16,2026-01-10,2026-06-14,1137.25,124.53,6,Monthly,Livestock,Male,22-Dec-1967,Divorced,6,Informal_Sector,18,238.96,3,Property,InnBucks,Mashonaland_West VKX4593,3,2026-01-18,2026-01-20,2026-02-26,2027-01-15,844.76,14.36,12,Monthly,Personal,Female,30-Apr-1980,Married,4,Retail_Trade,112,,5,Property,InnBucks,Manicaland UCG4902,0,2025-06-15,2025-07-02,2025-08-04,2025-09-30,2499.63,83.46,3,Monthly,Debt_Consolidation,Female,10-Dec-1992,Single,3,Agriculture,46,290.35,1,None,InnBucks,Harare ZDS1307,3,2025-06-06,2025-06-15,2025-07-28,2026-06-10,428.12,15.27,12,Monthly,Personal,Male,20-Sep-1992,Single,5,,18,95.35,4,,EcoCash,Mashonaland_West GKK5693,0,2025-09-28,2025-10-17,2025-11-14,2026-04-15,918.38,19.6,6,Monthly,Working_Capital,Female,23-Feb-1995,Married,3,,107,,2,None,Bank_Transfer,Harare YUJ8464,1,2025-10-19,2025-11-02,2025-12-17,2026-10-28,5003.62,117.61,12,Monthly,Working_Capital,Male,14-Jun-1965,Divorced,1,Retail_Trade,19,293.18,4,Property,Bank_Transfer,Harare MMY8083,1,2025-10-10,2025-10-31,2025-11-28,2026-10-26,8315.5,106.49,12,Monthly,Working_Capital,Female,15-Oct-1999,Married,1,Government,47,577.17,4,Guarantor,Cash,Bulawayo EWU1072,3,2025-09-26,2025-10-14,2025-11-08,2027-10-04,1046.76,15.97,24,Monthly,Rent,Male,17-Dec-1982,Married,3,Informal_Sector,26,,1,Guarantor,InnBucks,Mashonaland_East TXS7897,0,2025-09-01,2025-09-17,2025-10-22,2026-09-12,1787.36,124.17,12,Monthly,Vehicle,Male,23-Feb-1993,Married,4,Agriculture,15,393.27,2,None,OneMoney,Matabeleland_North RDH3093,2,2025-10-07,2025-10-14,2025-11-14,2026-04-12,841.38,111.84,6,Monthly,Livestock,Male,23-Feb-1963,Married,3,Informal_Sector,34,216.81,0,Livestock,EcoCash,Bulawayo DOQ0911,1,2025-03-19,2025-03-28,2025-05-06,2026-09-19,10736.67,15.34,18,Monthly,Equipment,Male,10-May-1992,Married,4,Manufacturing,84,816.18,1,Savings,InnBucks,Mashonaland_East DHD4872,0,2025-10-15,2025-10-18,2025-11-17,2026-04-16,1578.76,118.28,6,Monthly,Debt_Consolidation,Female,09-Aug-1978,Divorced,,Informal_Sector,10,488.16,2,Property,Bank_Transfer,Mashonaland_East NOE2039,3,2025-06-30,2025-07-17,2025-08-16,2027-01-08,879.72,15.53,18,Monthly,School_Fees,Male,19-Feb-1972,Married,3,Education,85,256.07,1,None,EcoCash,Harare GFZ2202,3,2025-03-18,2025-03-30,2025-05-11,2026-03-25,563.62,12.82,12,Bi-Weekly,School_Fees,Male,08-Sep-1999,Single,3,Retail_Trade,46,225.41,3,None,EcoCash,Harare TPY4290,0,2025-04-01,2025-04-21,2025-05-24,2027-04-11,5633.5,117.09,24,Monthly,Debt_Consolidation,Female,04-Sep-1963,Married,2,Healthcare,56,991.99,2,Vehicle,EcoCash,Harare YOH9978,0,2025-08-21,2025-08-22,2025-09-28,2026-08-17,1386.21,15.81,12,Monthly,Funeral,Male,21-Dec-1964,Married,5,Mining,136,410.81,4,None,InnBucks,Harare ETP6944,3,2025-09-12,2025-09-21,2025-10-28,2027-03-15,668.54,13.0,18,Weekly,Medical,Male,02-Oct-1996,Married,2,Agriculture,32,275.76,2,Guarantor,InnBucks,Matabeleland_South WBK0769,3,2025-08-05,2025-08-06,2025-09-20,2027-07-27,588.93,13.19,24,Monthly,School_Fees,Male,23-Jul-1989,Divorced,2,Agriculture,107,179.97,0,Savings,Bank_Transfer,Manicaland JKS7151,0,2025-07-07,2025-07-23,2025-08-25,2026-07-18,1659.76,151.73,12,Monthly,Vehicle,Male,06-Nov-1967,Married,2,Retail_Trade,41,454.9,3,Guarantor,EcoCash,Manicaland BLR6983,2,2025-10-17,2025-10-23,2025-12-05,2026-10-18,13791.83,16.81,12,Bi-Weekly,Equipment,Female,28-Sep-1982,Divorced,4,NGO,44,,2,Guarantor,Bank_Transfer,Mashonaland_East OCR6516,2,2025-12-01,2025-12-04,2025-12-28,2027-11-24,4059.29,91.6,24,Monthly,Farming_Inputs,Female,30-Apr-1979,Married,5,Informal_Sector,35,345.22,2,Livestock,Cash,Matabeleland_South XUK8738,1,2025-06-08,2025-06-15,2025-07-13,2028-05-30,3844.8,15.58,36,Monthly,Business_Expansion,Male,06-Jul-1997,Single,2,Agriculture,44,211.6,0,Guarantor,Cash,Masvingo TXE9195,0,2026-01-18,2026-02-06,2026-03-20,2027-02-01,820.99,19.84,12,Monthly,Business_Expansion,Male,06-Oct-1984,Married,0,Government,79,308.02,4,Guarantor,Cash,Masvingo WTE8394,0,2025-10-23,2025-10-29,2025-11-24,2026-10-24,8269.12,150.32,12,Monthly,Wedding,Female,14-Sep-1983,Married,3,Telecom,98,1620.95,0,None,EcoCash,Harare NDJ9703,0,2025-01-06,2025-01-27,2025-02-24,2025-07-26,3918.12,15.05,6,Monthly,Funeral,Female,28-Mar-1983,Widowed,3,Retail_Trade,15,,1,Savings,InnBucks,Mashonaland_West FUY4600,1,2025-08-11,2025-09-01,2025-10-16,2026-02-28,8055.45,109.74,6,Monthly,Business_Expansion,Female,19-Feb-1984,Married,4,Retail_Trade,44,455.44,4,Livestock,EcoCash,Bulawayo JMN9165,0,2025-06-30,2025-07-20,2025-08-21,2025-10-18,965.58,79.68,3,Monthly,Business_Expansion,Female,10-Jul-1957,Married,,Agriculture,,200.5,2,None,Cash,Mashonaland_Central DLW2837,5,2025-06-02,2025-06-06,2025-07-02,2025-07-06,497.52,115.77,1,Bi-Weekly,Personal,Female,30-Dec-1954,Married,1,Informal_Sector,4,348.0,1,None,Bank_Transfer,Harare BBU2488,1,2025-12-16,2025-12-29,2026-01-28,2026-06-27,7722.47,87.07,6,Monthly,Working_Capital,Female,19-Oct-2004,Single,0,Agriculture,8,291.18,0,Vehicle,Bank_Transfer,Harare GQX3493,3,2025-04-07,2025-04-26,2025-06-09,2026-04-21,2847.39,71.71,12,Monthly,,Male,05-Dec-1968,Divorced,2,Government,89,,5,Livestock,EcoCash,Harare LTK8258,0,2025-04-23,2025-05-08,2025-06-12,2025-11-04,1671.54,112.3,6,Monthly,,Male,16-Jan-1979,Widowed,7,Construction,72,444.96,2,Savings,Bank_Transfer,Midlands FAI4079,2,2026-01-28,2026-02-17,2026-03-25,2026-08-16,277.38,70.96,6,Monthly,Livestock,Male,12-Jun-1997,Married,4,Agriculture,61,116.13,1,Livestock,Cash,Mashonaland_East VGW8609,1,2025-11-16,2025-11-17,2025-12-17,2026-11-12,4074.39,11.63,12,Monthly,Stock_Purchase,Female,25-Mar-1993,Single,4,Retail_Trade,116,,1,Savings,InnBucks,Harare XEC8503,4,2025-06-11,2025-06-14,2025-07-26,2029-05-24,11028.36,17.75,48,Monthly,Home_Improvement,Male,11-Sep-1976,Widowed,,Manufacturing,128,441.99,3,Vehicle,Bank_Transfer,Bulawayo YIB2036,0,2025-03-17,2025-03-28,2025-05-06,2025-09-24,2172.6,118.97,6,Monthly,Stock_Purchase,Male,18-Jul-2005,Single,3,Construction,10,613.77,1,Savings,EcoCash,Harare RBG7787,5,2025-09-27,2025-10-16,2025-11-10,2025-11-15,118.45,148.73,1,Monthly,Funeral,Female,25-Dec-1973,Married,3,Agriculture,91,124.27,2,None,EcoCash,Harare QUG9785,3,2025-04-24,2025-05-07,2025-06-10,2026-05-02,896.42,15.24,12,Monthly,Rent,Female,20-May-1981,Married,4,Agriculture,143,195.92,2,Guarantor,Cash,Mashonaland_West AYM1556,2,2026-02-03,2026-02-19,2026-03-27,2027-02-14,9230.72,10.22,12,Monthly,Farming_Inputs,Female,11-Mar-1987,Married,5,Mining,69,,0,None,Cash,Mashonaland_West DCI8918,1,2025-07-14,2025-07-29,2025-08-28,2027-07-19,23261.74,105.06,24,Weekly,Equipment,Male,08-Aug-1982,Married,5,Finance,17,1559.08,0,None,Cash,Matabeleland_South SFC3662,1,2026-01-18,2026-01-22,2026-02-21,2028-01-12,8097.7,12.35,24,Monthly,Business_Expansion,Female,28-Oct-1998,Married,3,Construction,4,628.82,2,Livestock,EcoCash,Matabeleland_South YZE2133,3,2025-09-23,2025-09-30,2025-10-28,2026-09-25,1764.5,16.73,12,Monthly,Personal,Female,14-Mar-1979,Divorced,,Informal_Sector,13,437.31,2,Savings,Cash,Manicaland YYF5693,4,2025-03-18,2025-03-19,2025-05-01,2029-02-26,2221.42,13.06,48,Monthly,Vehicle,Male,30-Jul-1995,Single,6,Agriculture,31,113.22,1,None,EcoCash,Mashonaland_Central YIR0910,2,2025-09-08,2025-09-14,2025-10-18,2027-09-04,1798.81,15.35,24,Bi-Weekly,Farming_Inputs,Male,12-Dec-1971,Married,0,Agriculture,35,,4,Livestock,EcoCash,Harare RTC0158,3,2025-04-06,2025-04-10,2025-05-11,2025-10-07,3049.37,14.95,6,Monthly,Medical,Female,20-Feb-2002,Single,2,Transport,12,685.61,5,Vehicle,EcoCash,Harare CYF8027,4,2025-07-27,2025-08-17,2025-09-23,2027-08-07,37194.63,14.13,24,Bi-Weekly,Vehicle,Male,08-Oct-2004,Single,1,Telecom,8,1346.44,0,Property,InnBucks,Mashonaland_West JVA6010,0,2025-09-18,2025-09-24,2025-11-07,2026-09-19,529.0,113.06,12,Weekly,Home_Improvement,Male,15-Nov-1963,Divorced,5,Agriculture,86,211.86,1,Guarantor,EcoCash,Manicaland VMR7339,2,2025-12-15,2025-12-25,2026-01-28,2026-06-23,1301.62,95.83,6,Monthly,Farming_Inputs,Female,04-Jan-1975,Divorced,1,Retail_Trade,105,210.66,0,Guarantor,Cash,Matabeleland_North ZVQ7756,0,2025-04-27,2025-04-28,2025-06-02,2026-04-23,1838.32,138.72,12,Monthly,Debt_Consolidation,Male,21-Oct-1967,Married,1,Healthcare,104,248.95,0,,Bank_Transfer,Harare EPB1902,4,2026-02-26,2026-02-27,2026-04-01,2027-02-22,3517.68,17.62,12,Bi-Weekly,Home_Improvement,Female,31-Dec-1982,Married,4,Informal_Sector,24,119.44,0,None,Bank_Transfer,Bulawayo HMA1683,2,2025-10-20,2025-11-07,2025-12-10,2026-05-06,3027.2,69.44,6,Monthly,Livestock,Male,08-Jun-1984,Married,3,Education,150,286.13,0,None,EcoCash,Harare UDW9896,1,2025-02-28,2025-03-21,2025-05-04,2026-03-16,1014.05,117.86,12,Monthly,Working_Capital,Female,12-Jul-1963,Widowed,7,Informal_Sector,43,107.55,3,None,Bank_Transfer,Midlands INJ2839,3,2025-02-11,2025-02-18,2025-03-22,2025-08-17,251.31,77.21,6,Monthly,Rent,Male,22-Nov-1963,Married,1,Informal_Sector,41,81.74,0,Guarantor,EcoCash,Harare XPW5468,3,2025-09-08,2025-09-23,2025-10-28,2027-09-13,3390.43,16.52,24,Bi-Weekly,Personal,Female,20-Sep-1994,Married,2,Healthcare,,871.88,4,None,Cash,Mashonaland_Central EWN3886,1,2025-02-18,2025-03-03,2025-03-28,2028-02-16,5894.47,100.16,36,Monthly,Business_Expansion,Male,04-Oct-1997,Single,0,Retail_Trade,49,698.6,2,Property,EcoCash,Manicaland RLG4571,1,2026-01-05,2026-01-14,2026-02-24,2028-01-04,4955.04,104.03,24,Weekly,Business_Expansion,Male,28-Feb-1987,Single,0,Retail_Trade,65,486.39,2,Guarantor,EcoCash,Bulawayo YRT9372,1,2025-05-24,2025-06-14,2025-07-12,2026-06-09,8848.66,117.44,12,Monthly,Business_Expansion,Female,06-Dec-1989,Married,4,Healthcare,104,642.3,1,Vehicle,Cash,Mashonaland_West YRH8201,0,2025-11-16,2025-11-18,2025-12-24,2026-05-17,1174.24,143.45,6,Monthly,Home_Improvement,Male,30-Jul-1996,Single,3,Agriculture,76,292.35,8,Guarantor,InnBucks,Midlands BRU3883,4,2025-01-14,2025-01-17,2025-02-15,2028-12-27,5916.78,95.56,48,Monthly,Home_Improvement,Male,28-Jun-1998,Single,3,Retail_Trade,16,,0,Vehicle,Cash,Mashonaland_West SKZ8473,3,2025-03-09,2025-03-19,2025-04-28,2026-09-10,2194.92,12.25,18,Weekly,Rent,Male,21-Feb-1984,Single,1,Education,37,,1,Guarantor,Bank_Transfer,Harare XRY4887,4,2025-04-08,2025-04-13,2025-05-24,2029-03-23,21278.42,,48,Monthly,Home_Improvement,Female,21-Oct-1966,Widowed,3,Retail_Trade,51,717.96,1,Property,Cash,Harare ULE8976,2,2025-01-19,2025-01-20,2025-02-27,2025-07-19,2110.49,131.22,6,Weekly,Working_Capital,Male,28-Dec-1988,Married,3,Retail_Trade,46,360.2,5,Savings,EcoCash,Mashonaland_East PNW3961,3,2025-04-13,2025-05-02,2025-06-07,2026-10-24,6923.91,15.52,18,Monthly,Rent,Female,21-Nov-2005,Married,1,Telecom,9,2038.98,1,Property,Cash,Harare ZLV4477,0,2026-02-07,2026-02-23,2026-03-21,2026-08-22,5558.79,108.62,6,Monthly,Equipment,Male,19-Feb-1988,Divorced,4,NGO,32,,0,Savings,Bank_Transfer,Mashonaland_East EME2296,0,2025-10-23,2025-11-08,2025-12-04,2026-05-07,1724.13,13.34,6,Monthly,School_Fees,Female,31-Mar-1988,Married,3,Manufacturing,136,382.1,3,Property,Bank_Transfer,Harare OJE7672,0,2025-07-26,2025-08-10,2025-09-12,2025-11-08,3531.75,18.73,3,Monthly,Business_Expansion,Male,12-Sep-1972,Married,,Government,64,733.06,0,None,Cash,Harare UFA2792,0,2025-01-16,2025-01-26,2025-02-23,2026-01-21,3293.89,149.75,12,Weekly,Wedding,Male,22-Jun-2000,Single,2,Government,37,,1,Savings,Bank_Transfer,Bulawayo HYK2764,0,2025-12-18,2026-01-08,2026-02-10,2027-01-03,2021.04,120.15,12,Monthly,Personal,Male,15-Apr-1975,Married,5,Government,159,507.37,1,None,EcoCash,Midlands EMJ4193,5,2025-04-22,2025-05-09,2025-06-15,2025-07-08,733.45,136.67,2,Weekly,Medical,Male,03-Oct-1979,Widowed,3,Agriculture,27,272.28,2,None,EcoCash,Harare TRY9793,0,2025-05-19,2025-05-31,2025-07-10,2025-11-27,1711.78,18.04,6,Monthly,Equipment,Male,06-Mar-1971,Married,3,Government,157,446.43,0,Property,InnBucks,Manicaland UND8104,1,2026-02-04,2026-02-25,2026-04-11,2029-02-09,3892.54,115.95,36,Monthly,Equipment,Male,03-Nov-1968,Married,7,Education,60,365.04,5,Guarantor,Cash,Matabeleland_North INW7518,0,2025-09-10,2025-09-25,2025-10-26,2027-03-19,2854.47,103.22,18,Bi-Weekly,Personal,Male,27-Aug-2000,Married,4,Manufacturing,23,665.21,4,None,EcoCash,Bulawayo YSQ4508,2,2025-05-24,2025-06-04,2025-07-03,2025-12-01,4144.06,71.58,6,Monthly,Livestock,Male,03-Jun-1973,Married,6,Retail_Trade,32,441.85,0,Property,Cash,Matabeleland_North KWU5608,0,2025-05-29,2025-06-18,2025-08-02,2025-12-15,364.83,14.18,6,Monthly,School_Fees,Male,11-Jan-1983,Widowed,6,Informal_Sector,34,69.2,1,None,InnBucks,Bulawayo MKP8589,0,2025-07-17,2025-07-19,2025-08-26,2027-01-10,1069.99,128.25,18,Weekly,,Male,26-Sep-1969,,5,Construction,155,274.93,4,None,EcoCash,Midlands LWG9686,1,2025-08-09,2025-08-23,2025-09-25,2027-08-13,10433.83,132.94,24,Monthly,Business_Expansion,Female,28-Sep-1979,Married,,Telecom,,1824.48,2,Vehicle,InnBucks,Mashonaland_East KUJ8182,1,2026-01-22,2026-01-26,2026-02-26,2028-01-16,2548.6,124.63,24,Monthly,Business_Expansion,Female,06-Jul-1984,Married,1,,117,345.98,0,Guarantor,Cash,Manicaland DPR0998,3,2025-01-05,2025-01-18,2025-02-13,2026-01-13,1425.85,17.95,12,Monthly,School_Fees,Male,04-Jul-2007,Divorced,2,Retail_Trade,11,309.05,1,Guarantor,EcoCash,Midlands SST6383,3,2025-03-29,2025-04-07,2025-05-13,2026-09-29,825.38,12.96,18,Monthly,Rent,Male,12-Aug-1991,Single,3,Retail_Trade,83,,7,None,Cash,Manicaland KJK7433,0,2025-07-23,2025-08-10,2025-09-14,2027-07-31,644.08,16.44,24,Monthly,,Female,29-Jan-1993,Married,0,Informal_Sector,4,204.68,1,None,OneMoney,Matabeleland_North RYF9809,0,2025-05-22,2025-05-30,2025-07-05,2025-11-26,1587.59,126.92,6,Monthly,Home_Improvement,Male,05-Feb-1969,Married,3,Agriculture,46,246.18,0,,EcoCash,Harare WSG6782,2,2025-03-27,2025-04-05,2025-05-04,2025-12-31,6426.4,72.18,9,Weekly,Farming_Inputs,Male,04-Feb-2002,Single,1,Healthcare,27,782.37,0,Livestock,InnBucks,Matabeleland_North XHZ3894,2,2025-10-09,2025-10-20,2025-11-26,2026-04-18,3294.34,106.3,6,Monthly,Working_Capital,Male,30-Dec-2005,Single,2,Informal_Sector,5,542.91,4,None,EcoCash,Harare CRW6764,1,2025-07-14,2025-08-04,2025-09-11,2026-07-30,4098.06,148.95,12,Monthly,Business_Expansion,Male,31-Mar-1993,Married,,Retail_Trade,118,739.24,1,Guarantor,Bank_Transfer,Harare IHK0142,1,2026-02-20,2026-02-24,2026-04-10,2026-08-23,12621.67,16.65,6,Monthly,Business_Expansion,Male,21-Aug-1968,Married,4,NGO,30,,2,Livestock,OneMoney,Mashonaland_East KPI1673,4,2025-11-02,2025-11-09,2025-12-12,2026-11-04,6724.65,16.09,12,Monthly,Equipment,Female,30-Nov-1984,Married,3,Informal_Sector,20,224.3,0,Property,EcoCash,Mashonaland_East VJJ0920,0,2025-04-25,2025-05-09,2025-06-22,2026-10-31,1309.79,15.98,18,Monthly,Debt_Consolidation,Male,16-Jun-2006,Single,2,Manufacturing,14,315.38,4,None,EcoCash,Harare QHN1317,4,2025-03-17,2025-04-05,2025-05-18,2028-03-20,3706.16,17.96,36,Monthly,Equipment,Male,24-Feb-1989,Divorced,4,Agriculture,58,162.56,0,None,Bank_Transfer,Mashonaland_Central QVL0117,1,2025-03-20,2025-03-25,2025-05-05,2026-03-20,18938.9,114.45,12,Monthly,Business_Expansion,Male,17-Jun-1964,Married,2,Retail_Trade,98,956.53,1,Property,Bank_Transfer,Mashonaland_West CYG6976,1,2025-11-29,2025-12-20,2026-01-14,2028-12-04,2869.8,15.46,36,Monthly,Equipment,Male,11-Nov-1959,Divorced,3,Informal_Sector,11,293.01,1,Livestock,Bank_Transfer,Manicaland WQJ5266,4,2025-05-26,2025-06-01,2025-07-15,2028-05-16,11697.88,119.76,36,Monthly,Vehicle,Female,29-Dec-1981,Married,6,Agriculture,55,,4,Guarantor,Cash,Matabeleland_North EFV8152,0,2025-03-17,2025-03-30,2025-04-28,2026-09-21,4059.86,105.59,18,Weekly,Medical,Male,31-Oct-1985,Married,,Retail_Trade,38,984.75,0,None,EcoCash,Harare EYR8430,3,2025-05-24,2025-06-09,2025-07-24,2027-05-30,3740.9,16.16,24,Bi-Weekly,Personal,Male,16-Jul-1990,Divorced,2,Mining,116,811.81,0,None,Bank_Transfer,Manicaland CSS3873,1,2025-10-17,2025-10-23,2025-11-28,2027-10-13,18814.53,14.92,24,Monthly,Equipment,Female,20-Oct-1971,Divorced,5,Telecom,52,1123.28,3,Vehicle,EcoCash,Mashonaland_Central DAF1550,1,2025-10-18,2025-11-02,2025-12-15,2028-10-17,7612.19,13.06,36,Monthly,Working_Capital,Female,02-Oct-1993,Married,3,Informal_Sector,24,489.47,1,Property,EcoCash,Matabeleland_South ARG3013,0,2025-05-25,2025-05-27,2025-07-02,2026-05-22,1033.75,13.12,12,Monthly,Stock_Purchase,Male,16-Feb-1994,Married,0,NGO,135,750.43,2,Guarantor,EcoCash,Matabeleland_South ZQR7323,1,2025-02-06,2025-02-18,2025-03-28,2028-02-03,5588.79,119.56,36,Monthly,Business_Expansion,Male,06-Jan-1981,Divorced,1,Transport,,617.09,4,Vehicle,Cash,Manicaland PSP9513,3,2025-08-19,2025-08-20,2025-09-27,2027-02-11,3314.6,17.59,18,Monthly,School_Fees,Male,15-Jul-1998,Divorced,2,Finance,48,582.02,3,Guarantor,Bank_Transfer,Mashonaland_West QOI4229,1,2024-12-16,2025-01-06,2025-02-14,2026-01-01,4271.52,12.45,12,Bi-Weekly,Stock_Purchase,Female,12-Jul-2003,Divorced,3,Agriculture,14,194.14,1,Savings,EcoCash,Matabeleland_North RKU4120,1,2025-02-22,2025-03-04,2025-04-02,2028-02-17,59097.44,120.89,36,Bi-Weekly,Business_Expansion,Male,11-Aug-2006,Single,1,Telecom,13,2602.13,2,Vehicle,Bank_Transfer,Midlands AYL9666,0,2025-12-13,2025-12-28,2026-02-04,2027-06-21,1326.12,149.68,18,Monthly,Working_Capital,Female,22-Nov-1967,Married,1,Retail_Trade,73,416.11,4,Property,EcoCash,Mashonaland_West LIG8137,1,2025-02-08,2025-02-19,2025-03-28,2028-02-04,10537.96,15.16,36,Monthly,Stock_Purchase,Female,19-Nov-1982,Married,6,Government,,592.74,0,Savings,Bank_Transfer,Bulawayo TLN4120,1,2025-09-21,2025-10-01,2025-10-27,2027-09-21,3381.19,16.72,24,Monthly,Equipment,Female,24-Aug-1991,Single,4,Retail_Trade,65,,1,,OneMoney,Mashonaland_West PII4855,1,2025-05-24,2025-06-01,2025-06-28,2026-11-23,517.5,152.33,18,Monthly,Business_Expansion,Male,07-May-1999,Married,4,Agriculture,43,152.98,0,Guarantor,Cash,Harare KKC4781,0,2024-12-31,2025-01-21,2025-02-17,2025-07-20,691.22,129.07,6,Weekly,Debt_Consolidation,Male,12-Feb-1969,Married,3,Agriculture,,322.85,2,None,Cash,Mashonaland_West UGJ9148,4,2025-01-08,2025-01-25,2025-03-03,2026-01-20,1691.64,18.39,12,Monthly,Vehicle,Male,14-Jun-1968,Married,4,Informal_Sector,53,113.28,3,Guarantor,Cash,Mashonaland_East NAH1937,0,2025-04-11,2025-04-23,2025-06-01,2025-10-20,912.74,19.46,6,Monthly,Home_Improvement,Male,17-Aug-1993,Single,3,Informal_Sector,7,312.41,3,None,Bank_Transfer,Harare IBS6724,2,2025-10-31,2025-11-21,2026-01-01,2026-11-16,7084.81,14.33,12,Monthly,Livestock,Male,18-Dec-1981,Divorced,2,Finance,73,849.67,1,Livestock,Bank_Transfer,Bulawayo YOM1813,0,2025-03-23,2025-04-02,2025-05-13,2026-03-28,4134.11,123.7,12,Monthly,Equipment,Female,02-Aug-2006,Single,1,Manufacturing,9,678.26,1,None,Bank_Transfer,Mashonaland_East UQB5928,3,2025-05-31,2025-06-08,2025-07-07,2026-06-03,3100.68,13.09,12,Monthly,School_Fees,Female,06-Nov-1984,Married,2,Manufacturing,145,,1,Guarantor,Cash,Masvingo EXM5263,5,2025-06-30,2025-07-02,2025-08-03,2025-12-29,2581.36,171.34,6,Bi-Weekly,Rent,Female,04-Aug-1978,Divorced,0,Finance,130,1513.69,0,None,,Matabeleland_South SKZ9545,0,2025-09-15,2025-09-17,2025-10-25,2027-09-07,912.47,116.71,24,Monthly,Rent,Male,11-Dec-1975,Married,3,Education,50,258.61,0,None,OneMoney,Bulawayo YXX8481,1,2025-03-20,2025-03-28,2025-05-05,2025-09-24,3948.3,87.24,6,Monthly,Equipment,Female,18-Jan-2004,Single,0,Transport,14,288.91,1,Savings,OneMoney,Midlands EKE1509,2,2025-11-04,2025-11-09,2025-12-18,2026-05-08,2626.13,138.73,6,Monthly,Equipment,,03-Apr-1974,Married,5,Agriculture,77,312.84,0,Savings,EcoCash,Harare XFH9691,1,2025-05-15,2025-05-22,2025-07-05,2026-11-13,10120.41,95.44,18,Bi-Weekly,Business_Expansion,Female,13-Apr-1957,Married,4,,98,526.62,0,Property,Bank_Transfer,Harare YSC6667,1,2025-08-27,2025-09-15,2025-10-21,2028-08-30,897.58,96.99,36,Monthly,Working_Capital,Male,18-May-1965,Widowed,7,Informal_Sector,25,142.9,0,Guarantor,EcoCash,Harare HJA8242,4,2026-01-27,2026-01-31,2026-03-10,2030-01-10,2470.26,15.91,48,Monthly,Vehicle,Female,10-Jan-1992,Divorced,5,Agriculture,59,178.87,5,None,Cash,Manicaland MMG4678,1,2025-01-22,2025-02-08,2025-03-08,2028-01-24,735.76,112.04,36,Monthly,Equipment,Male,17-Oct-1972,Divorced,5,Informal_Sector,24,81.1,3,None,Bank_Transfer,Mashonaland_Central GHM3350,3,2025-06-16,2025-06-17,2025-07-28,2026-06-12,3387.24,18.4,12,Monthly,Medical,Male,12-Apr-1984,Married,2,Manufacturing,131,901.17,2,Guarantor,Cash,Masvingo CPH4470,0,2025-03-08,2025-03-22,2025-05-06,2025-09-18,1204.66,18.77,6,Weekly,Funeral,Male,31-Mar-2004,Single,3,Government,40,462.1,0,None,Bank_Transfer,Midlands RVE8333,1,2025-02-23,2025-03-07,2025-04-15,2025-09-03,6814.05,107.62,6,Monthly,Business_Expansion,Male,08-Sep-1992,Divorced,2,Agriculture,86,288.59,3,Vehicle,EcoCash,Masvingo BJQ8824,1,2025-04-26,2025-05-13,2025-06-14,2026-05-08,2001.92,111.58,12,Monthly,Business_Expansion,Male,28-Aug-1979,Married,4,Agriculture,44,,3,Savings,Cash,Mashonaland_Central APV4434,2,2025-03-28,2025-04-07,2025-05-03,2026-01-02,2814.76,77.39,9,Monthly,Equipment,Male,24-Jan-1969,Married,3,Retail_Trade,,310.96,4,Property,Cash,Mashonaland_West GQX9495,0,2025-03-14,2025-03-17,2025-04-28,2025-09-13,1364.09,126.67,6,Monthly,School_Fees,Male,17-Nov-1981,Married,2,Retail_Trade,39,310.75,1,Guarantor,EcoCash,Masvingo LFE6178,5,2025-04-29,2025-05-14,2025-06-08,2025-06-13,3161.46,167.73,1,Weekly,Medical,Male,23-Sep-1990,Divorced,0,Mining,86,1395.06,4,Vehicle,Cash,Harare SUR5735,2,2025-10-14,2025-11-01,2025-11-28,2026-10-27,6398.78,92.97,12,Weekly,Working_Capital,Male,18-Dec-2004,Single,1,Healthcare,12,456.68,2,Guarantor,Cash,Harare SOU2853,1,2025-12-17,2026-01-01,2026-02-01,2026-12-27,3617.99,17.09,12,Monthly,Business_Expansion,Female,03-Jun-1984,Married,6,Manufacturing,133,381.76,1,None,Cash,Midlands MYB4068,1,2025-04-11,2025-04-17,2025-06-01,2026-04-12,21329.33,16.56,12,Monthly,Business_Expansion,Female,21-Jul-1972,Married,5,Mining,36,1318.75,0,Livestock,OneMoney,Harare HOI6711,3,2025-06-08,2025-06-14,2025-07-20,2025-12-11,1095.67,13.5,6,Monthly,Personal,Female,05-Feb-1975,,2,Manufacturing,20,275.31,0,Savings,EcoCash,Mashonaland_West IVQ9537,2,2025-08-24,2025-09-07,2025-10-09,2026-03-06,4300.16,77.33,6,Monthly,Working_Capital,Female,28-Sep-1977,Married,5,Education,97,590.55,1,Livestock,EcoCash,Harare APQ9887,3,2025-03-29,2025-04-01,2025-05-16,2025-09-28,554.81,18.83,6,Monthly,Debt_Consolidation,Female,03-Feb-1966,Married,2,Agriculture,67,196.1,2,None,EcoCash,Harare OYI5611,2,2025-01-06,2025-01-11,2025-02-18,2025-07-10,1531.87,69.84,6,Monthly,Working_Capital,Male,24-Feb-1976,Single,5,Manufacturing,9,192.55,3,Property,EcoCash,Harare SQP0394,0,2025-08-20,2025-08-27,2025-09-24,2025-11-25,916.21,97.73,3,Monthly,Personal,Male,15-Dec-1963,Single,0,Mining,131,440.56,2,Savings,EcoCash,Midlands OAD9860,0,2025-09-26,2025-10-06,2025-11-09,2026-10-01,4087.51,128.65,12,Monthly,Stock_Purchase,Male,07-Mar-2002,Single,1,Retail_Trade,2,663.55,2,None,EcoCash,Mashonaland_Central XQI3680,3,2025-03-02,2025-03-17,2025-04-22,2026-09-08,677.03,19.57,18,Monthly,Medical,Male,03-Sep-1975,Married,5,Agriculture,78,165.37,4,,Cash,Manicaland CQA0273,2,2025-08-22,2025-09-06,2025-10-13,2026-09-01,10967.63,100.19,12,Monthly,Equipment,Male,12-Apr-1973,Married,4,Government,49,642.82,2,Guarantor,Cash,Harare JZE7318,3,2025-07-18,2025-08-07,2025-09-04,2027-01-29,2637.72,15.83,18,Monthly,Rent,Male,03-Apr-1978,Single,,Healthcare,50,992.41,6,None,Cash,Harare ASS2736,0,2025-08-14,2025-08-15,2025-09-13,2027-08-05,2144.66,153.07,24,Monthly,Farming_Inputs,Male,16-Feb-1987,Divorced,2,Government,106,665.92,5,None,EcoCash,Masvingo BWM4784,2,2025-12-24,2026-01-05,2026-02-05,2026-07-04,894.84,127.59,6,Monthly,Working_Capital,Male,27-Jul-1998,Married,3,Informal_Sector,3,185.42,2,Livestock,Bank_Transfer,Midlands HOZ0409,0,2025-08-01,2025-08-06,2025-09-03,2025-11-04,2934.62,16.56,3,Monthly,,Female,12-Jan-1999,Married,3,Healthcare,13,637.53,0,None,EcoCash,Harare MQR7431,4,2025-09-07,2025-09-15,2025-10-28,2028-08-30,2264.93,16.82,36,Monthly,Home_Improvement,Male,09-Jul-1999,Married,0,Agriculture,25,150.82,1,None,EcoCash,Mashonaland_East XHM8073,5,2025-02-12,2025-02-19,2025-04-05,2025-05-20,2142.7,154.78,3,Bi-Weekly,Personal,Male,30-Nov-1984,Married,5,Finance,66,1839.2,4,Property,Cash,Matabeleland_North XJP0014,0,2025-12-23,2026-01-12,2026-02-14,2027-01-07,947.96,155.58,12,Monthly,Vehicle,Female,06-Oct-1982,Married,6,Healthcare,94,272.25,4,Savings,EcoCash,Matabeleland_South TZC5853,0,2025-08-19,2025-08-21,2025-09-28,2026-02-17,994.53,18.87,6,Bi-Weekly,Working_Capital,Male,26-Nov-1968,Married,0,Informal_Sector,48,229.87,1,Guarantor,Bank_Transfer,Harare GOO7415,0,2025-04-24,2025-05-12,2025-06-08,2025-11-08,630.24,137.36,6,Weekly,Medical,Male,01-Jul-1980,Married,2,Transport,26,335.24,2,None,Bank_Transfer,Matabeleland_North JHN1039,0,2025-12-27,2026-01-12,2026-02-15,2027-01-07,1664.06,18.43,12,Monthly,Rent,Male,15-Jul-1983,Married,6,Agriculture,46,265.15,3,None,EcoCash,Matabeleland_South GJC1812,1,2025-05-17,2025-05-28,2025-06-23,2025-11-24,5705.15,102.49,6,Monthly,Business_Expansion,Male,27-May-1982,Widowed,6,Agriculture,69,,0,None,Bank_Transfer,Bulawayo NGR7410,0,2025-10-30,2025-11-11,2025-12-13,2027-11-01,217.19,122.72,24,Monthly,Funeral,Male,14-Oct-1987,Married,3,Agriculture,68,121.51,0,Guarantor,OneMoney,Midlands JOP3400,1,2025-02-04,2025-02-22,2025-03-22,2026-02-17,5338.58,11.71,12,Monthly,Equipment,Male,21-Aug-2006,Single,0,Transport,6,470.16,0,Vehicle,EcoCash,Harare IAQ2910,5,2025-09-17,2025-09-28,2025-11-09,2025-12-27,465.0,152.71,3,Monthly,Medical,Male,16-Dec-1988,Widowed,3,,18,353.76,0,,EcoCash,Mashonaland_East NKK9441,0,2025-05-12,2025-06-01,2025-07-09,2026-11-23,2511.88,110.32,18,Monthly,Home_Improvement,Male,24-Apr-1960,Single,7,Manufacturing,118,492.52,1,Vehicle,Bank_Transfer,Bulawayo JWQ2070,0,2025-04-08,2025-04-26,2025-05-28,2025-07-25,7954.32,13.95,3,Monthly,Business_Expansion,Male,15-Mar-1995,Married,0,NGO,108,1302.58,1,None,InnBucks,Matabeleland_South FUA2972,2,2025-01-21,2025-02-04,2025-03-21,2026-01-30,7292.76,94.22,12,Monthly,Farming_Inputs,Male,09-Nov-1966,Married,3,Construction,50,657.11,0,Vehicle,EcoCash,Bulawayo OBK8154,2,2025-01-30,2025-02-14,2025-03-28,2027-02-04,7793.35,68.87,24,Bi-Weekly,Farming_Inputs,Male,14-Mar-1981,Married,4,Mining,71,909.0,6,Livestock,EcoCash,Manicaland LTX0849,5,2025-04-17,2025-04-20,2025-05-15,2025-05-20,760.44,163.2,1,Bi-Weekly,Personal,Male,02-Oct-1993,Single,2,Education,85,436.9,3,Guarantor,OneMoney,Harare RYG2522,2,2025-02-22,2025-03-04,2025-03-28,2026-02-27,5142.76,122.09,12,Monthly,Farming_Inputs,Female,04-Oct-1997,Married,4,Agriculture,38,472.68,3,Savings,Cash,Bulawayo ALN2547,0,2025-07-16,2025-07-18,2025-08-20,2026-01-14,997.72,133.67,6,Monthly,Business_Expansion,Male,06-Dec-1988,Single,2,Healthcare,16,443.36,2,Guarantor,InnBucks,Bulawayo VQR5900,1,2026-02-17,2026-02-26,2026-03-26,2027-02-21,1850.01,85.19,12,Monthly,Working_Capital,Male,04-Mar-1991,Married,2,Agriculture,,193.78,0,Savings,Bank_Transfer,Mashonaland_East YXW0430,3,2025-11-09,2025-11-23,2025-12-28,2026-11-18,936.46,88.59,12,Monthly,Personal,Female,22-Jun-2006,Single,1,Healthcare,12,843.6,3,Guarantor,Bank_Transfer,Harare QIF1562,2,2026-01-11,2026-01-22,2026-03-03,2026-07-21,1780.64,15.02,6,Bi-Weekly,Working_Capital,Female,25-Oct-1962,Married,4,Agriculture,114,,4,Guarantor,OneMoney,Manicaland ENC2948,1,2025-12-19,2025-12-25,2026-01-26,2026-12-20,4163.17,13.09,12,Monthly,Working_Capital,Male,16-Aug-1959,Married,,Informal_Sector,7,249.64,3,,EcoCash,Masvingo TYA6116,4,2025-08-01,2025-08-17,2025-09-23,2027-08-07,10699.52,,24,Monthly,Equipment,Female,06-Dec-1979,Divorced,4,Transport,125,443.2,0,Property,Cash,Matabeleland_North MYN2101,0,2025-08-24,2025-09-14,2025-10-10,2026-09-09,2109.76,158.73,12,Monthly,Equipment,,08-Jun-2006,Single,2,Informal_Sector,16,,5,None,Bank_Transfer,Midlands MPH1858,2,2025-12-01,2025-12-16,2026-01-26,2026-12-11,1345.26,71.9,12,Monthly,Farming_Inputs,Male,30-Nov-1967,Married,5,Government,213,282.76,1,Livestock,Bank_Transfer,Harare PVD2935,3,2025-06-19,2025-06-21,2025-07-25,2026-12-13,3346.21,97.28,18,Monthly,Personal,Male,24-Jun-1991,Married,3,Manufacturing,38,783.72,3,Savings,Bank_Transfer,Harare PQA1895,5,2025-10-17,2025-10-22,2025-12-04,2026-01-20,907.17,187.95,3,Weekly,Personal,Male,21-Aug-1962,Married,3,Telecom,101,680.11,0,None,EcoCash,Mashonaland_West ZXL4357,3,2026-01-13,2026-01-20,2026-03-02,2026-07-19,661.74,18.69,6,Monthly,Rent,Female,16-Aug-2000,Divorced,3,Informal_Sector,16,190.22,2,,Cash,Manicaland FWN0813,3,2025-01-03,2025-01-16,2025-03-01,2026-07-10,1026.07,16.18,18,Bi-Weekly,Medical,Female,20-Sep-1996,Widowed,3,Agriculture,81,216.77,0,Savings,Bank_Transfer,Manicaland FJQ4108,2,2025-07-07,2025-07-19,2025-08-27,2027-07-09,944.29,15.31,24,Monthly,Equipment,Male,28-May-1998,Married,2,Informal_Sector,17,198.94,0,Livestock,InnBucks,Midlands OOX8926,0,2025-07-31,2025-08-11,2025-09-21,2027-08-01,2407.69,17.72,24,Monthly,School_Fees,Male,14-Oct-1981,Widowed,1,Manufacturing,66,715.63,1,Property,EcoCash,Midlands XCI6898,3,2025-03-03,2025-03-19,2025-04-19,2026-03-14,370.52,82.93,12,Monthly,Medical,Male,02-Jan-1988,Married,0,Agriculture,80,163.91,2,None,EcoCash,Mashonaland_West JLT2782,2,2025-12-01,2025-12-13,2026-01-27,2026-12-08,3264.22,126.21,12,Monthly,Working_Capital,Male,14-Jun-1998,Married,2,Mining,2,777.38,1,Livestock,EcoCash,Harare GXY9486,1,2025-10-09,2025-10-22,2025-11-21,2026-10-17,7911.6,99.43,12,Monthly,Working_Capital,Female,06-Nov-1976,Married,4,Agriculture,66,,6,Livestock,Bank_Transfer,Harare QSF6937,2,2025-12-30,2026-01-08,2026-02-06,2027-01-03,3229.71,129.09,12,Monthly,Equipment,Female,31-Jan-1984,Married,3,Construction,27,400.05,1,Property,Bank_Transfer,Mashonaland_West DNL4265,0,2025-06-23,2025-07-01,2025-08-13,2026-12-23,555.36,17.59,18,Monthly,Rent,Male,13-Sep-2002,Single,1,Agriculture,19,158.2,1,Guarantor,Cash,Harare HXK2025,1,2025-11-16,2025-11-28,2025-12-28,2028-11-12,9902.03,141.44,36,Monthly,Working_Capital,Female,31-Jul-1998,Divorced,3,Government,57,461.68,2,None,EcoCash,Manicaland UCF6307,5,2026-02-09,2026-02-13,2026-03-10,2026-03-15,292.31,158.48,1,Monthly,Funeral,Male,28-Dec-1998,Married,0,Informal_Sector,28,219.26,6,None,EcoCash,Masvingo TZZ4995,0,2025-11-23,2025-12-09,2026-01-09,2027-06-02,1075.3,148.28,18,Monthly,Personal,Male,30-Jun-1983,Married,2,Agriculture,51,,1,Savings,EcoCash,Harare VPW8963,2,2025-10-01,2025-10-18,2025-11-22,2026-10-13,1958.48,104.45,12,Monthly,Farming_Inputs,Female,29-Jul-1991,Divorced,3,Retail_Trade,64,339.1,1,Vehicle,Bank_Transfer,Masvingo SZC7086,0,2025-02-19,2025-03-03,2025-04-02,2025-06-01,1020.74,102.06,3,Monthly,Home_Improvement,Female,13-Apr-1962,,1,Government,127,,2,Property,EcoCash,Mashonaland_West RKI4428,5,2025-06-06,2025-06-10,2025-07-25,2025-12-07,333.39,106.29,6,Weekly,Personal,Male,27-Jul-1971,Widowed,3,Healthcare,37,,6,None,EcoCash,Masvingo DSE7424,0,2025-09-22,2025-09-26,2025-10-21,2026-03-25,492.25,140.33,6,Monthly,Farming_Inputs,Male,30-Mar-1985,Single,1,Informal_Sector,17,356.31,1,Vehicle,EcoCash,Mashonaland_West BYK2560,2,2025-11-02,2025-11-12,2025-12-19,2027-05-06,4123.09,113.11,18,Monthly,,Female,06-Jan-2004,Single,0,Informal_Sector,6,606.04,0,Guarantor,OneMoney,Bulawayo HCV6851,0,2025-07-25,2025-07-29,2025-09-02,2025-10-27,800.79,108.32,3,Monthly,Home_Improvement,Female,15-Mar-1968,Widowed,3,Agriculture,80,185.53,3,Savings,EcoCash,Mashonaland_West MCN6330,3,2025-11-18,2025-12-09,2026-01-06,2027-11-29,2087.06,16.6,24,Monthly,Medical,Male,14-Oct-2006,Single,1,Informal_Sector,6,483.44,0,Guarantor,EcoCash,Matabeleland_South QHX3606,1,2025-05-23,2025-05-31,2025-06-28,2026-05-26,590.84,94.37,12,Monthly,Stock_Purchase,Female,28-Jan-1963,,5,Agriculture,57,151.47,0,Savings,OneMoney,Midlands LIG7352,1,2025-01-21,2025-02-10,2025-03-20,2028-01-26,4603.62,95.04,36,Weekly,Business_Expansion,Female,28-Dec-1979,Married,,,,,2,Guarantor,OneMoney,Masvingo OCB7121,3,2025-06-27,2025-07-03,2025-08-04,2026-06-28,5596.4,14.6,12,Bi-Weekly,School_Fees,Female,09-Dec-1985,Married,2,Finance,46,2228.12,1,Guarantor,Bank_Transfer,Mashonaland_East RND2956,3,2025-11-23,2025-12-10,2026-01-24,2026-06-08,1565.17,16.33,6,Monthly,Medical,Male,06-Nov-1984,Widowed,,Education,30,358.86,2,Guarantor,InnBucks,Matabeleland_North VJM9312,0,2025-08-11,2025-08-27,2025-09-28,2027-02-18,897.98,16.44,18,Monthly,Home_Improvement,Male,02-Dec-1981,Married,5,Informal_Sector,26,252.88,2,Guarantor,EcoCash,Mashonaland_East CNI4759,4,2024-12-20,2025-01-01,2025-02-01,2028-12-11,1444.78,14.35,48,Monthly,Vehicle,Male,15-Mar-1985,Married,4,Agriculture,82,93.51,2,Savings,Cash,Midlands XGX8361,0,2025-07-25,2025-08-05,2025-09-05,2026-07-31,489.96,116.21,12,Monthly,Stock_Purchase,Female,16-Sep-2003,Single,1,Agriculture,,147.53,1,None,EcoCash,Manicaland RSN8872,4,2026-02-07,2026-02-24,2026-04-04,2027-02-19,4273.81,17.56,12,Monthly,Vehicle,Male,14-Jul-2002,Single,1,Agriculture,2,269.91,1,None,Bank_Transfer,Manicaland WUJ9752,2,2025-03-09,2025-03-23,2025-04-25,2026-09-14,2214.91,15.0,18,Monthly,,Female,03-Jul-1995,,2,Agriculture,45,255.31,2,None,Cash,Mashonaland_Central ECJ7109,3,2025-01-18,2025-02-03,2025-03-05,2026-07-28,1300.45,13.38,18,Monthly,Medical,Female,28-Jan-1994,Married,3,Manufacturing,26,307.51,0,None,InnBucks,Harare VKN0521,0,2025-08-22,2025-08-26,2025-09-28,2027-08-16,1351.38,107.75,24,Monthly,Rent,Male,08-Aug-2002,Married,2,Education,2,373.28,4,None,EcoCash,Manicaland FMF2687,1,2025-10-26,2025-11-07,2025-12-08,2026-11-02,4943.01,108.15,12,Bi-Weekly,Equipment,Female,12-Feb-1983,Married,4,Agriculture,55,319.21,5,Guarantor,Bank_Transfer,Mashonaland_East QRN3278,1,2025-08-10,2025-08-28,2025-10-02,2027-08-18,13888.86,110.36,24,Monthly,Business_Expansion,Female,19-Aug-2001,Single,3,Retail_Trade,30,877.03,1,Savings,EcoCash,Harare OIK7662,0,2025-11-22,2025-12-09,2026-01-21,2026-06-07,1898.8,92.27,6,Monthly,Medical,Female,04-Sep-1978,Married,6,Manufacturing,24,727.6,8,None,Cash,Mashonaland_West WFS5713,3,2025-08-20,2025-09-06,2025-10-11,2026-09-01,691.42,14.96,12,Monthly,School_Fees,Male,13-Apr-1996,Married,4,Agriculture,117,220.68,2,None,Bank_Transfer,Bulawayo RKK1023,0,2025-05-25,2025-06-04,2025-07-17,2026-11-26,1834.53,78.6,18,Monthly,Vehicle,Male,18-May-1986,Married,5,Mining,122,541.94,1,Guarantor,Bank_Transfer,Bulawayo JAC6138,0,2025-08-31,2025-09-20,2025-10-28,2026-09-15,3569.66,129.72,12,Monthly,Wedding,Female,15-Feb-2001,Married,6,Agriculture,35,485.1,2,Guarantor,InnBucks,Harare YLK5805,4,2026-02-14,2026-02-21,2026-03-20,2029-02-05,4371.34,21.7,36,Weekly,Equipment,Male,13-Feb-1965,Widowed,3,Retail_Trade,75,257.17,0,,Cash,Mashonaland_West CJI4621,4,2025-04-06,2025-04-25,2025-06-04,2028-04-09,10353.73,15.76,36,Monthly,Equipment,Female,02-Apr-1972,Divorced,5,Retail_Trade,13,349.31,6,Savings,EcoCash,Midlands QAD4256,5,2025-02-09,2025-02-20,2025-03-28,2025-04-21,416.82,177.66,2,Weekly,Funeral,Female,16-Dec-1995,Married,2,Informal_Sector,27,296.04,1,None,EcoCash,Bulawayo FMS5517,0,2025-11-26,2025-12-05,2026-01-01,2027-11-25,386.25,,24,Monthly,Vehicle,Female,20-Dec-1998,Married,2,Informal_Sector,7,176.61,1,None,EcoCash,Mashonaland_Central QEI8904,3,2025-08-14,2025-08-21,2025-09-24,2027-02-12,737.32,15.91,18,Monthly,School_Fees,Male,30-Oct-1972,Divorced,1,Informal_Sector,11,494.16,2,Savings,Bank_Transfer,Bulawayo FKQ4280,0,2025-03-06,2025-03-26,2025-04-20,2025-06-24,877.77,17.53,3,Monthly,Stock_Purchase,Female,28-Dec-1976,Married,,Agriculture,90,272.46,1,Savings,EcoCash,Manicaland DNM6555,0,2025-02-10,2025-02-21,2025-04-04,2026-02-16,1099.01,15.53,12,Monthly,Medical,Male,26-Apr-1968,Widowed,3,Education,,499.9,0,Vehicle,Cash,Mashonaland_Central FXD2467,0,2025-03-08,2025-03-22,2025-04-27,2026-09-13,677.95,126.78,18,Monthly,Home_Improvement,Female,23-Mar-1981,Married,3,Construction,92,214.02,2,Vehicle,Bank_Transfer,Mashonaland_East MAA1936,1,2025-05-05,2025-05-12,2025-06-12,2028-04-26,2759.43,87.14,36,Monthly,Equipment,Male,30-Apr-1984,Widowed,4,Informal_Sector,6,171.74,3,Property,Cash,Mashonaland_Central LCQ0642,4,2024-12-28,2025-01-08,2025-02-06,2027-12-24,17928.01,96.63,36,Monthly,Vehicle,Male,18-Mar-1999,Married,4,,12,735.31,0,Vehicle,Cash,Mashonaland_East IYR9562,0,2025-09-01,2025-09-02,2025-10-13,2027-02-24,2499.73,13.12,18,Monthly,Debt_Consolidation,Male,04-Mar-2000,Divorced,3,Government,46,933.08,2,None,EcoCash,Mashonaland_East ARI3219,0,2025-09-24,2025-10-06,2025-10-28,2026-10-01,1465.63,116.98,12,Monthly,Wedding,Female,14-Apr-1988,Married,3,Retail_Trade,77,558.91,0,None,Cash,Midlands YQX8862,1,2025-02-05,2025-02-15,2025-03-14,2026-02-10,2826.55,90.27,12,Monthly,Business_Expansion,Male,26-Jan-2000,Single,4,Informal_Sector,44,210.94,3,None,OneMoney,Midlands QNC6999,1,2025-02-23,2025-03-13,2025-04-09,2026-03-08,1025.56,117.94,12,Monthly,Working_Capital,Female,01-Nov-1988,Single,4,Agriculture,42,211.62,3,Property,InnBucks,Manicaland FLM8038,5,2025-01-26,2025-02-12,2025-03-15,2025-08-11,3123.34,145.67,6,Bi-Weekly,Medical,Female,20-Aug-1964,Married,0,Mining,41,2062.16,4,Vehicle,EcoCash,Mashonaland_East EOW9067,0,2026-01-04,2026-01-14,2026-02-21,2026-04-14,4544.38,90.04,3,Monthly,Personal,Female,23-Mar-1961,Married,5,Mining,41,858.19,2,None,Bank_Transfer,Harare DIY7061,5,2025-12-11,2026-01-01,2026-01-28,2026-04-01,1037.35,181.45,3,Monthly,Medical,Male,24-Nov-1971,Married,1,Education,91,603.52,1,None,EcoCash,Matabeleland_South CMJ9389,4,2025-09-27,2025-09-29,2025-11-08,2028-09-13,8647.0,69.61,36,Monthly,Vehicle,Female,15-Aug-1996,Single,2,Government,77,394.9,0,None,Bank_Transfer,Manicaland FKB4069,3,2025-07-03,2025-07-24,2025-08-28,2026-07-19,1424.3,10.22,12,Monthly,Medical,Female,22-Sep-1965,Married,4,Finance,68,654.41,2,Guarantor,OneMoney,Mashonaland_West CGT6928,4,2025-03-13,2025-03-22,2025-04-19,2026-09-13,5481.33,14.99,18,Monthly,Home_Improvement,Male,13-Jul-1996,Married,,Agriculture,47,276.91,1,,EcoCash,Bulawayo TLQ3658,0,2025-08-28,2025-09-05,2025-10-08,2026-03-04,3358.59,19.37,6,Bi-Weekly,Vehicle,Male,15-Jul-1966,Married,4,Construction,161,723.48,1,None,Bank_Transfer,Matabeleland_South MHQ0302,5,2025-10-07,2025-10-15,2025-11-28,2026-01-13,960.28,170.24,3,Bi-Weekly,Rent,Male,23-Jul-1993,Married,1,Retail_Trade,39,367.47,3,Vehicle,InnBucks,Midlands AFK3676,1,2025-11-08,2025-11-21,2025-12-17,2026-05-20,5016.71,15.5,6,Monthly,Working_Capital,Male,23-Jan-1987,Single,3,NGO,127,807.94,1,None,Bank_Transfer,Matabeleland_North QRB7722,5,2025-05-31,2025-06-08,2025-07-22,2025-08-07,164.41,180.21,2,Monthly,Rent,Male,22-Apr-1991,Single,4,Agriculture,,141.57,0,Vehicle,EcoCash,Bulawayo SJC0158,0,2025-06-05,2025-06-14,2025-07-23,2026-06-09,1001.91,18.23,12,Monthly,Working_Capital,Female,16-Nov-1975,Widowed,3,Informal_Sector,12,,1,Vehicle,InnBucks,Mashonaland_West RCH3812,1,2024-12-26,2025-01-12,2025-02-14,2025-07-11,1665.18,97.43,6,Monthly,Business_Expansion,Male,07-Nov-1996,Single,3,Agriculture,41,287.38,0,None,Cash,Masvingo GEN6842,1,2026-02-16,2026-02-28,2026-04-03,2027-02-23,9534.31,13.01,12,Monthly,Working_Capital,Male,12-Jan-1985,Widowed,5,Mining,104,933.48,0,Guarantor,InnBucks,Harare FNE4328,2,2026-01-17,2026-02-01,2026-03-10,2026-10-29,6510.09,129.3,9,Monthly,Livestock,Male,02-Nov-1984,Divorced,8,Retail_Trade,37,589.79,4,Savings,EcoCash,Manicaland WXG9684,5,2025-04-09,2025-04-26,2025-05-27,2025-10-23,1482.59,163.32,6,Bi-Weekly,Funeral,Male,02-Mar-1998,Married,,Telecom,44,1033.43,2,None,Bank_Transfer,Mashonaland_East FCV8286,2,2025-04-02,2025-04-13,2025-05-13,2026-10-05,5261.27,124.53,18,Monthly,Farming_Inputs,Male,26-Sep-2001,Widowed,2,Manufacturing,35,984.6,5,Livestock,Cash,Manicaland RVQ0084,1,2025-03-19,2025-03-30,2025-04-26,2026-09-21,1555.74,16.92,18,Monthly,Business_Expansion,,17-Mar-1957,Married,8,Retail_Trade,,463.75,1,Property,EcoCash,Manicaland PGF1168,0,2026-02-11,2026-02-12,2026-03-26,2028-02-02,1526.5,122.37,24,Monthly,Wedding,Male,17-Feb-2005,Single,2,Agriculture,12,292.5,5,Vehicle,EcoCash,Bulawayo FTZ5809,1,2025-10-15,2025-11-04,2025-12-18,2026-10-30,7237.83,13.31,12,Monthly,Business_Expansion,Male,27-Sep-1990,Married,1,,13,359.09,0,Guarantor,Cash,Mashonaland_Central ZTK7324,2,2026-01-25,2026-02-09,2026-03-18,2028-01-30,716.8,126.91,24,Monthly,Equipment,Female,27-Nov-1984,Married,2,Agriculture,80,158.96,1,Livestock,EcoCash,Harare XRZ6099,1,2025-12-19,2026-01-04,2026-02-07,2026-07-03,12262.59,114.84,6,Monthly,Business_Expansion,Female,27-Oct-1984,Married,2,Education,143,733.24,4,Livestock,Bank_Transfer,Masvingo IPD6107,5,2025-11-17,2025-11-28,2025-12-26,2026-05-27,591.43,165.77,6,Bi-Weekly,Personal,Female,25-Oct-1979,Widowed,1,Government,,,0,None,EcoCash,Manicaland PQY5066,0,2025-08-06,2025-08-21,2025-09-23,2027-08-11,1995.11,147.1,24,Monthly,Livestock,Male,30-Jun-1964,Single,7,Education,41,308.58,0,Vehicle,OneMoney,Mashonaland_West PRU0629,5,2025-09-07,2025-09-26,2025-11-06,2025-12-25,443.27,176.54,3,Bi-Weekly,Personal,Female,09-Jun-1981,Married,6,Construction,60,,3,Savings,Cash,Matabeleland_South AYP8708,2,2025-04-21,2025-04-22,2025-05-22,2027-04-12,1869.88,77.83,24,Monthly,Equipment,Male,27-Sep-1979,Married,6,Informal_Sector,19,,1,None,EcoCash,Mashonaland_East OBQ4700,3,2025-07-10,2025-07-14,2025-08-12,2026-07-09,7314.3,14.62,12,Monthly,Personal,Female,18-Sep-1979,Married,6,NGO,83,1335.49,7,Guarantor,EcoCash,Manicaland UJR8468,4,2025-07-07,2025-07-12,2025-08-17,2028-06-26,45430.2,18.37,36,Monthly,Home_Improvement,Male,26-Apr-1973,Married,4,Finance,57,,0,Guarantor,EcoCash,Mashonaland_Central PXT5309,3,2025-01-28,2025-02-16,2025-03-17,2026-02-11,3392.19,104.39,12,Monthly,,Male,15-Jun-1974,Married,4,Retail_Trade,75,902.9,4,Vehicle,InnBucks,Manicaland POT6788,0,2025-02-20,2025-03-04,2025-04-04,2026-02-27,2301.95,124.92,12,Monthly,Stock_Purchase,Female,01-Nov-1998,Married,5,Informal_Sector,13,462.92,1,None,EcoCash,Manicaland JVW1000,1,2025-05-16,2025-06-02,2025-06-28,2027-05-23,2725.18,123.94,24,Monthly,Equipment,Male,28-Apr-1995,Married,3,Agriculture,134,227.62,1,Savings,Bank_Transfer,Midlands NSK0652,0,2025-11-15,2025-11-24,2025-12-20,2027-11-14,228.02,17.62,24,Monthly,Wedding,Female,26-Jul-1982,Divorced,5,Informal_Sector,,136.36,2,None,InnBucks,Masvingo ICA3637,3,2026-01-02,2026-01-15,2026-02-13,2028-01-05,469.08,15.97,24,Monthly,School_Fees,Male,10-Sep-1968,Widowed,5,Transport,98,246.24,2,Guarantor,Cash,Harare DCP1085,0,2025-04-05,2025-04-10,2025-05-07,2026-10-02,3177.68,141.3,18,Monthly,Working_Capital,Male,15-Apr-1968,Married,4,Manufacturing,161,634.22,0,Guarantor,InnBucks,Matabeleland_North DCZ6187,3,2025-11-08,2025-11-12,2025-12-24,2027-05-06,2349.05,14.36,18,Monthly,Personal,Male,14-May-1966,Married,4,Manufacturing,120,563.19,6,None,EcoCash,Mashonaland_East DFZ5791,5,2025-07-04,2025-07-17,2025-08-11,2025-08-16,320.64,162.02,1,Bi-Weekly,Personal,Male,24-Jan-2006,Single,0,,34,402.45,1,None,EcoCash,Harare DUI8399,2,2026-01-09,2026-01-23,2026-03-09,2028-01-13,874.18,99.4,24,Monthly,Working_Capital,Male,11-Apr-1968,Married,4,Agriculture,82,195.24,6,Property,OneMoney,Masvingo TGF8462,0,2025-12-24,2026-01-12,2026-02-16,2027-01-07,2749.41,18.88,12,Monthly,Debt_Consolidation,Female,22-Dec-1986,Married,2,Agriculture,121,,0,Savings,Bank_Transfer,Matabeleland_South STK2892,3,2025-05-10,2025-05-31,2025-07-03,2027-05-21,1971.3,72.03,24,Monthly,Personal,Female,13-Mar-2000,Widowed,2,Construction,6,461.68,0,Savings,OneMoney,Mashonaland_Central KGC2143,2,2025-01-28,2025-02-18,2025-03-28,2027-02-08,9304.23,107.29,24,Monthly,Farming_Inputs,Male,17-Sep-1979,Married,6,Retail_Trade,37,524.55,3,None,EcoCash,Mashonaland_Central MRJ5417,0,2026-01-07,2026-01-21,2026-03-06,2028-01-11,730.02,79.08,24,Monthly,Business_Expansion,Female,20-Oct-1961,Married,1,Informal_Sector,9,279.34,3,None,OneMoney,Mashonaland_West KNE4875,2,2025-12-08,2025-12-27,2026-02-04,2026-12-22,7680.6,15.82,12,Monthly,Livestock,Female,24-Nov-1981,Married,2,Mining,41,,0,Livestock,InnBucks,Harare WWU8717,0,2025-10-29,2025-11-06,2025-12-16,2026-11-01,1127.78,134.32,12,Monthly,Business_Expansion,Female,21-Mar-1975,Married,,Manufacturing,36,633.76,2,Guarantor,Bank_Transfer,Harare XBA1009,1,2025-01-22,2025-01-28,2025-03-14,2027-01-18,5202.51,120.93,24,Monthly,Equipment,Female,21-May-1991,Married,,Education,128,392.27,1,Property,InnBucks,Harare URC7565,2,2025-07-23,2025-08-13,2025-09-07,2027-08-03,6704.11,88.23,24,Weekly,Equipment,Female,17-Jun-1984,Married,6,Education,79,520.34,0,Guarantor,Cash,Mashonaland_East FGH8879,3,2025-10-05,2025-10-10,2025-11-08,2027-09-30,586.0,15.47,24,Bi-Weekly,Debt_Consolidation,Male,02-May-1971,Divorced,3,Agriculture,22,194.92,3,None,Cash,Manicaland TDY8258,2,2025-09-16,2025-09-22,2025-11-03,2026-09-17,8435.97,78.49,12,Monthly,Livestock,Male,23-Dec-1962,Divorced,8,Construction,110,764.79,0,Property,EcoCash,Matabeleland_South XYG9380,3,2025-09-21,2025-10-04,2025-11-16,2027-03-28,2029.43,14.57,18,Monthly,Personal,Male,13-Mar-1974,Married,3,Education,68,391.36,3,Savings,Cash,Mashonaland_Central VXC2814,0,2026-01-02,2026-01-23,2026-02-23,2027-01-18,2388.48,92.49,12,Monthly,Wedding,Male,14-Apr-1992,Married,4,Retail_Trade,85,956.06,2,None,InnBucks,Bulawayo LIX0857,0,2026-01-15,2026-01-26,2026-03-12,2027-01-21,2423.33,141.09,12,Monthly,Equipment,Male,26-Jul-1972,Married,1,Healthcare,,,5,Savings,EcoCash,Midlands WIV1316,0,2025-07-26,2025-08-08,2025-09-11,2027-01-30,5055.13,16.58,18,Monthly,Home_Improvement,Male,17-May-1994,Married,0,Retail_Trade,145,1075.08,4,None,Cash,Matabeleland_South WJB0796,1,2025-02-05,2025-02-16,2025-04-02,2026-02-11,4752.24,136.49,12,Monthly,Equipment,Male,30-Jun-1993,Married,4,Agriculture,77,296.63,0,Property,Bank_Transfer,Mashonaland_West WDF6414,1,2025-03-14,2025-04-04,2025-05-05,2027-03-25,14611.57,16.16,24,Monthly,Business_Expansion,Female,29-Jan-1987,Married,4,,125,653.37,2,None,Bank_Transfer,Harare RMW4668,4,2025-08-22,2025-09-10,2025-10-15,2027-08-31,5143.7,14.58,24,Monthly,Equipment,Male,18-Sep-1959,Married,5,Retail_Trade,95,295.46,5,Savings,Bank_Transfer,Bulawayo FUU6581,0,2025-08-10,2025-08-15,2025-09-25,2027-08-05,2483.82,16.39,24,Monthly,Farming_Inputs,Male,04-Nov-1993,Single,2,Government,74,741.82,0,None,Bank_Transfer,Bulawayo XMJ4060,2,2025-08-11,2025-08-24,2025-09-20,2027-08-14,3202.3,90.46,24,Monthly,Farming_Inputs,Male,23-Jul-1965,Married,,Informal_Sector,9,467.63,0,None,Bank_Transfer,Mashonaland_West SOY6474,4,2025-11-04,2025-11-21,2026-01-01,2026-11-16,9784.61,72.45,12,Monthly,Equipment,Male,19-Sep-1994,Married,2,Manufacturing,39,297.61,1,Livestock,OneMoney,Mashonaland_East ZRZ7446,5,2025-12-06,2025-12-15,2026-01-12,2026-03-15,154.79,165.58,3,Bi-Weekly,Rent,Female,16-Apr-1985,Married,,Informal_Sector,38,122.8,1,Vehicle,EcoCash,Mashonaland_West WUN0078,0,2025-11-09,2025-11-27,2026-01-04,2026-11-22,2525.83,97.15,12,Monthly,Medical,Female,15-May-1982,Married,5,Government,119,437.48,1,Guarantor,Bank_Transfer,Harare ZQD0286,1,2025-02-20,2025-03-04,2025-04-17,2026-08-26,5418.1,129.72,18,Bi-Weekly,Business_Expansion,Female,07-Nov-1973,Divorced,2,Retail_Trade,45,559.88,2,Livestock,Bank_Transfer,Midlands PUK7832,4,2025-06-24,2025-07-02,2025-08-16,2028-06-16,2084.31,16.26,36,Weekly,Home_Improvement,Male,04-Jan-1996,Married,1,Agriculture,130,226.9,2,None,OneMoney,Harare CBW5745,4,2025-09-18,2025-10-09,2025-11-19,2027-09-29,3618.57,18.67,24,Monthly,Home_Improvement,Male,30-May-1985,Divorced,5,Informal_Sector,9,131.8,8,None,Bank_Transfer,Harare CZN9299,2,2025-01-24,2025-02-12,2025-03-28,2027-02-02,19132.14,67.0,24,Monthly,Farming_Inputs,Female,20-Jul-1995,Single,5,Mining,13,1898.28,1,Livestock,EcoCash,Mashonaland_West WRT2255,0,2025-04-02,2025-04-07,2025-05-08,2025-10-04,365.57,124.72,6,Monthly,Working_Capital,Male,26-Feb-1988,Married,4,Agriculture,89,177.67,0,None,InnBucks,Masvingo UQF2952,4,2025-12-28,2026-01-08,2026-02-16,2028-12-23,13644.53,17.36,36,Monthly,Vehicle,Female,04-Oct-2005,Single,0,Government,24,516.02,1,Vehicle,EcoCash,Harare RVM1295,2,2025-04-20,2025-04-22,2025-05-28,2026-04-17,11877.67,,12,Monthly,,Male,07-Dec-1969,Married,6,Mining,,1679.69,3,Vehicle,Bank_Transfer,Harare PRO7906,1,2025-04-18,2025-05-05,2025-06-14,2025-11-01,28341.21,110.48,6,Monthly,Business_Expansion,Female,24-Dec-1984,Married,5,NGO,133,1818.99,1,Vehicle,EcoCash,Harare QCH0078,5,2025-05-17,2025-05-25,2025-07-09,2025-08-23,1099.67,177.29,3,Bi-Weekly,Rent,Male,09-Dec-1977,Married,,Construction,55,702.54,3,None,InnBucks,Mashonaland_West XYW3022,3,2025-10-26,2025-10-29,2025-12-07,2026-10-24,721.64,,12,Monthly,Medical,Female,05-Jan-1989,Married,1,Agriculture,129,177.48,0,None,Bank_Transfer,Matabeleland_South UDJ1243,1,2025-05-13,2025-05-15,2025-06-25,2027-05-05,5863.31,108.02,24,Monthly,Business_Expansion,Male,06-May-1997,Married,4,Manufacturing,,351.23,2,None,EcoCash,Harare LSM4498,1,2025-08-03,2025-08-18,2025-09-12,2026-08-13,12643.83,115.83,12,Monthly,Stock_Purchase,Male,27-Mar-2000,Married,2,Retail_Trade,7,,2,Property,Bank_Transfer,Mashonaland_West PHI3536,0,2025-08-10,2025-08-29,2025-09-28,2026-08-24,3625.07,132.05,12,Monthly,Rent,Male,13-Jan-2006,Single,0,Retail_Trade,18,673.81,4,,InnBucks,Mashonaland_West MPU6302,1,2025-12-09,2025-12-14,2026-01-26,2028-11-28,1192.09,138.89,36,Monthly,Equipment,Male,18-Jul-1987,Married,,Agriculture,85,122.99,0,Vehicle,Cash,Midlands LYN7774,3,2025-08-28,2025-09-18,2025-10-25,2027-09-08,6292.9,16.03,24,Monthly,Debt_Consolidation,Female,29-Dec-1960,Married,1,Telecom,19,2210.28,2,Guarantor,OneMoney,Mashonaland_Central QUS1468,2,2025-11-19,2025-11-27,2025-12-23,2026-08-24,1055.02,80.31,9,Bi-Weekly,Livestock,Male,05-Sep-1970,Divorced,5,Informal_Sector,38,187.34,2,None,Bank_Transfer,Harare OTC5448,1,2025-03-21,2025-04-08,2025-05-12,2028-03-23,4924.42,12.99,36,Monthly,,Male,15-Nov-1963,Married,7,Education,77,490.03,6,Savings,EcoCash,Harare XKE5180,4,2025-12-01,2025-12-14,2026-01-08,2027-12-04,6801.26,19.93,24,Monthly,Equipment,Male,07-Dec-1992,Married,3,Manufacturing,54,666.89,0,Livestock,Cash,Manicaland URN0347,3,2025-04-27,2025-05-06,2025-06-01,2026-05-01,1093.57,15.93,12,Monthly,Rent,Male,21-Nov-1997,Married,2,Education,78,367.33,0,Guarantor,Cash,Masvingo FZE4687,0,2025-05-31,2025-06-12,2025-07-10,2026-06-07,1285.33,155.06,12,Monthly,Stock_Purchase,Female,28-Aug-2004,Single,1,Telecom,,512.13,5,Savings,Bank_Transfer,Mashonaland_East BVQ7673,1,2025-07-10,2025-07-19,2025-08-23,2026-01-15,1488.73,83.37,6,Monthly,Business_Expansion,Male,13-Mar-1981,Married,2,,10,97.47,1,Guarantor,Bank_Transfer,Midlands EZM9452,3,2025-08-21,2025-08-26,2025-09-25,2026-08-21,2528.4,16.56,12,Monthly,Medical,Female,23-Nov-1980,Widowed,4,Finance,,1324.39,4,Guarantor,Cash,Matabeleland_North GPS3302,0,2025-09-13,2025-10-02,2025-11-03,2027-09-22,2373.65,155.41,24,Monthly,Equipment,Female,22-Jul-1997,Married,4,Retail_Trade,50,421.29,1,Guarantor,Bank_Transfer,Midlands GUN5844,0,2025-11-23,2025-12-03,2026-01-13,2027-05-27,766.59,90.97,18,Monthly,Debt_Consolidation,Male,30-May-1999,Married,3,Government,77,263.52,3,None,Bank_Transfer,Harare AYN8791,0,2025-09-21,2025-10-10,2025-11-13,2027-09-30,1911.52,90.16,24,Monthly,Debt_Consolidation,Male,21-Jul-1981,Divorced,4,Retail_Trade,131,396.34,4,Guarantor,Bank_Transfer,Mashonaland_West LGX8830,0,2025-01-09,2025-01-25,2025-03-04,2026-01-20,1287.87,14.89,12,Monthly,Wedding,Female,26-Mar-1993,Divorced,3,Agriculture,77,471.83,2,None,EcoCash,Manicaland PIY9509,0,2025-04-13,2025-04-15,2025-05-10,2027-04-05,1783.41,14.77,24,Monthly,Stock_Purchase,Female,10-Jul-2006,Single,0,Retail_Trade,10,403.43,1,None,EcoCash,Manicaland RUW9586,0,2025-10-12,2025-10-27,2025-11-23,2027-10-17,1236.2,111.82,24,Bi-Weekly,Livestock,Male,18-Sep-1980,Married,6,Informal_Sector,27,145.2,2,Savings,InnBucks,Mashonaland_West LQL5669,0,2025-07-22,2025-07-23,2025-08-17,2026-07-18,3022.78,151.54,12,Weekly,,Male,11-Sep-1995,Married,4,Healthcare,66,405.36,1,Livestock,Cash,Harare PLO8760,4,2025-03-20,2025-04-09,2025-05-16,2028-03-24,12845.94,17.67,36,Monthly,Equipment,Female,24-Sep-1956,Widowed,,Healthcare,40,748.92,5,Property,Cash,Mashonaland_East BGZ2838,2,2026-02-06,2026-02-14,2026-03-13,2027-08-08,2517.14,124.05,18,Bi-Weekly,Farming_Inputs,Male,09-Oct-1985,Divorced,1,Transport,33,408.49,1,Property,OneMoney,Matabeleland_North WHS1751,0,2025-05-13,2025-05-15,2025-06-19,2027-05-05,727.08,125.2,24,Monthly,Livestock,Male,20-Nov-1985,Married,4,Informal_Sector,7,252.32,1,None,InnBucks,Masvingo LDC1774,1,2025-02-08,2025-02-18,2025-03-24,2026-02-13,5865.28,124.04,12,Monthly,Business_Expansion,Male,19-Nov-1989,Married,,Informal_Sector,28,232.95,5,Guarantor,OneMoney,Mashonaland_East AXJ6702,3,2025-12-19,2026-01-03,2026-02-07,2026-12-29,941.97,11.34,12,Monthly,Debt_Consolidation,Male,21-Feb-2005,Single,2,Agriculture,25,317.08,2,Savings,InnBucks,Mashonaland_Central HCL1779,0,2025-12-19,2026-01-01,2026-01-26,2026-04-01,6954.71,128.66,3,Monthly,Vehicle,Male,30-May-1997,Married,3,NGO,26,1024.31,5,None,OneMoney,Bulawayo EFH2183,4,2025-02-12,2025-02-13,2025-03-18,2029-01-23,30043.66,19.01,48,Monthly,Home_Improvement,Female,13-Apr-1982,Married,5,Mining,69,1354.28,1,Property,Bank_Transfer,Manicaland XOA3736,3,2025-08-30,2025-09-13,2025-10-21,2027-03-07,421.0,14.72,18,Weekly,Personal,Female,17-Feb-2007,Divorced,0,Agriculture,5,,1,None,Cash,Matabeleland_North UGK6327,2,2025-06-29,2025-06-30,2025-08-09,2026-12-22,29704.8,96.41,18,Monthly,Farming_Inputs,Female,03-Apr-1971,Widowed,5,Telecom,78,2052.67,3,,Cash,Midlands ESV8661,2,2026-01-12,2026-01-15,2026-02-20,2027-07-09,5937.51,123.71,18,Bi-Weekly,Farming_Inputs,Male,18-May-1970,Married,5,Manufacturing,53,590.17,5,,EcoCash,Midlands MZE3278,1,2025-10-22,2025-11-03,2025-12-18,2026-10-29,7225.28,109.9,12,Monthly,Stock_Purchase,Male,29-Jan-1996,Married,1,Government,23,547.86,0,Vehicle,InnBucks,Manicaland CTL6582,4,2025-09-20,2025-09-24,2025-10-25,2026-09-19,4826.06,111.89,12,Monthly,Equipment,Male,17-Sep-1997,,0,Agriculture,41,153.58,1,Savings,EcoCash,Midlands BZD1651,1,2026-01-04,2026-01-07,2026-02-21,2026-07-06,4588.45,110.95,6,Bi-Weekly,Business_Expansion,Female,25-Jul-1995,Married,4,Transport,,422.13,0,None,Cash,Matabeleland_South SOM1304,3,2025-11-02,2025-11-13,2025-12-19,2027-05-07,7627.6,14.79,18,Monthly,Personal,Male,26-Nov-1980,Married,3,Finance,34,1947.98,4,None,EcoCash,Mashonaland_West GTQ0095,2,2025-03-11,2025-03-22,2025-05-06,2026-03-17,703.41,111.73,12,Monthly,Farming_Inputs,Male,16-Jul-1994,Married,5,Agriculture,97,166.19,0,Guarantor,Bank_Transfer,Mashonaland_West YYP6016,1,2025-03-08,2025-03-16,2025-04-16,2028-02-29,8734.59,15.93,36,Monthly,Working_Capital,Female,11-Oct-1993,Widowed,3,Government,20,520.04,4,Guarantor,Bank_Transfer,Harare ZLW8020,1,2025-10-24,2025-11-04,2025-12-08,2026-05-03,5625.66,108.28,6,Bi-Weekly,Stock_Purchase,Male,18-Feb-1988,Married,5,Construction,76,421.23,0,Guarantor,Cash,Harare LGF0331,0,2025-09-13,2025-09-27,2025-10-28,2026-03-26,1956.73,17.23,6,Monthly,Funeral,Female,29-Dec-1996,Married,4,Informal_Sector,26,500.55,3,None,EcoCash,Manicaland WRY2911,0,2025-08-04,2025-08-25,2025-09-28,2025-11-23,2243.91,107.94,3,Weekly,School_Fees,Male,13-Dec-1982,Married,0,Mining,61,640.78,1,None,Bank_Transfer,Mashonaland_West INE9421,3,2025-11-03,2025-11-08,2025-12-04,2027-05-02,9395.07,13.28,18,Monthly,Personal,Male,23-Apr-1983,Married,4,NGO,24,1783.97,2,Guarantor,Bank_Transfer,Mashonaland_East ZYZ8989,1,2025-10-19,2025-11-09,2025-12-16,2026-05-08,3775.45,113.45,6,Monthly,Business_Expansion,Female,27-Jan-2002,Single,0,Agriculture,5,344.31,0,None,EcoCash,Mashonaland_East TBI2765,0,2025-08-10,2025-08-31,2025-10-02,2026-08-26,2766.57,18.0,12,Monthly,Funeral,Male,27-Oct-1997,Single,3,Construction,95,450.0,2,,InnBucks,Harare ITS7667,2,2025-06-18,2025-06-26,2025-07-28,2027-06-16,4766.88,89.08,24,Monthly,Livestock,Male,03-Mar-1970,Divorced,5,Construction,22,507.47,1,Savings,,Harare ICK6739,2,2025-06-11,2025-06-13,2025-07-28,2026-06-08,5598.9,103.94,12,Bi-Weekly,Equipment,Female,14-Jun-1993,Single,4,Manufacturing,111,608.36,0,Vehicle,EcoCash,Matabeleland_North BXK4237,2,2025-02-26,2025-03-04,2025-03-28,2025-08-31,6674.06,108.17,6,Monthly,Farming_Inputs,Female,08-Aug-1996,Divorced,4,Retail_Trade,28,514.05,3,Property,EcoCash,Mashonaland_East VNI7499,2,2025-01-21,2025-02-04,2025-03-12,2026-07-29,4577.75,9.65,18,Monthly,Farming_Inputs,,28-Nov-1995,Married,0,Manufacturing,102,282.2,0,Guarantor,Bank_Transfer,Bulawayo GCU1033,5,2025-07-22,2025-08-01,2025-09-08,2025-10-30,1267.71,125.3,3,Monthly,Medical,Male,26-Nov-1976,Married,4,Mining,55,629.22,0,Guarantor,EcoCash,Masvingo HUG5452,5,2025-12-09,2025-12-11,2026-01-11,2026-06-09,746.04,137.75,6,Monthly,Rent,Male,17-Jan-1961,Single,3,Informal_Sector,52,,6,None,Bank_Transfer,Mashonaland_East VWA6897,0,2025-12-27,2026-01-02,2026-02-04,2026-04-02,1065.9,142.38,3,Monthly,Vehicle,Male,19-Aug-1978,Married,4,Construction,112,,3,None,InnBucks,Harare FVT7281,0,2025-01-09,2025-01-15,2025-02-27,2026-07-09,4028.73,111.31,18,Weekly,Vehicle,Male,03-Nov-1973,Married,5,Telecom,128,,4,None,EcoCash,Mashonaland_West LMY8193,5,2026-01-05,2026-01-25,2026-02-19,2026-02-24,335.88,144.45,1,Bi-Weekly,Funeral,Male,12-Oct-1977,Married,2,Informal_Sector,14,137.56,0,,EcoCash,Midlands NRR7838,0,2024-12-11,2025-01-01,2025-02-09,2025-04-01,1628.29,126.81,3,Monthly,Stock_Purchase,Female,02-May-1997,Single,3,Construction,102,488.72,3,None,Cash,Mashonaland_Central JXS1528,1,2025-09-03,2025-09-12,2025-10-08,2027-09-02,3452.19,102.05,24,Monthly,Business_Expansion,Male,17-Mar-1997,Divorced,4,Informal_Sector,47,616.15,0,None,Bank_Transfer,Harare GTJ5916,3,2025-03-23,2025-03-28,2025-05-03,2026-03-23,1485.74,11.14,12,Monthly,School_Fees,Male,25-Jun-1974,Married,6,Retail_Trade,93,323.57,5,,OneMoney,Manicaland ZVO6581,5,2025-11-18,2025-11-22,2026-01-06,2026-02-20,1259.81,142.78,3,Bi-Weekly,Medical,Male,06-Dec-1992,Single,4,Government,145,495.3,4,Property,OneMoney,Masvingo CRM6164,0,2025-09-28,2025-10-11,2025-11-15,2027-04-04,1298.34,139.95,18,Monthly,Personal,Male,08-Apr-1985,Married,2,Informal_Sector,30,,3,Property,Cash,Mashonaland_Central TFC8917,1,2025-09-24,2025-10-04,2025-10-28,2027-09-24,7071.14,12.4,24,Monthly,Stock_Purchase,Male,30-Mar-1986,Single,4,Mining,135,713.44,3,Savings,EcoCash,Mashonaland_East LTP2350,2,2025-03-25,2025-04-11,2025-05-18,2025-10-08,7201.14,10.19,6,Monthly,Farming_Inputs,Female,28-May-1982,Single,0,Finance,26,814.89,0,None,Bank_Transfer,Mashonaland_West CCJ8697,0,2025-05-05,2025-05-18,2025-06-15,2025-08-16,2347.2,105.48,3,Monthly,Working_Capital,Male,05-Jun-1999,Married,3,Construction,,399.41,1,Livestock,Cash,Midlands VUR3194,0,2025-05-15,2025-05-22,2025-06-17,2025-08-20,4066.77,14.42,3,Monthly,Funeral,Female,24-Nov-1974,Married,5,Transport,105,1100.61,6,Property,Bank_Transfer,Harare MEG1780,2,2025-01-18,2025-01-25,2025-02-24,2025-10-22,4429.35,86.08,9,Weekly,Livestock,Male,18-May-2002,Married,1,Construction,13,419.8,0,Livestock,Cash,Mashonaland_West ZAA9723,2,2025-06-24,2025-07-13,2025-08-10,2027-01-04,4190.4,112.67,18,Weekly,Working_Capital,Female,08-Dec-1987,Married,3,Manufacturing,104,613.19,0,,EcoCash,Mashonaland_East RPX4079,3,2026-02-13,2026-02-17,2026-03-15,2027-08-11,1434.14,14.36,18,Monthly,Rent,Female,24-Jul-1991,Married,3,Informal_Sector,45,327.44,0,Guarantor,Bank_Transfer,Harare SOM0507,0,2025-06-20,2025-06-29,2025-08-06,2026-12-21,826.23,,18,Monthly,Home_Improvement,Female,06-Aug-1987,Married,3,Education,38,323.18,7,Savings,OneMoney,Matabeleland_South LCS1549,1,2025-03-11,2025-03-21,2025-04-23,2025-09-17,4938.54,12.52,6,Bi-Weekly,Stock_Purchase,Male,17-Sep-1967,Divorced,2,Finance,31,503.47,1,None,Cash,Mashonaland_Central CCV0759,2,2025-03-16,2025-04-01,2025-05-08,2025-12-27,2523.07,11.18,9,Monthly,Livestock,Male,21-Feb-1984,Married,2,,84,340.58,1,Livestock,Bank_Transfer,Midlands QAN7266,3,2025-02-02,2025-02-05,2025-03-18,2026-07-30,419.94,16.19,18,Bi-Weekly,Rent,Female,04-Jul-1987,Married,3,Informal_Sector,32,,3,None,Bank_Transfer,Midlands PNL4797,1,2025-01-24,2025-01-27,2025-03-02,2025-07-26,6805.93,12.28,6,Monthly,Business_Expansion,Male,13-Aug-1972,Single,1,Retail_Trade,28,593.31,2,Property,EcoCash,Harare RJQ1884,4,2025-10-28,2025-11-13,2025-12-20,2026-11-08,42919.81,17.85,12,Monthly,Equipment,Male,25-Aug-1983,Married,3,Finance,88,1967.36,1,Property,EcoCash,Midlands DQZ4278,0,2025-09-10,2025-09-12,2025-10-14,2026-09-07,1709.58,112.17,12,Bi-Weekly,Vehicle,Female,19-Jul-1998,Married,4,Healthcare,14,589.97,2,Vehicle,EcoCash,Masvingo WFG7626,4,2025-07-24,2025-08-08,2025-09-09,2028-07-23,10843.86,15.89,36,Monthly,Home_Improvement,Female,06-Jul-2004,Married,0,Retail_Trade,11,521.33,2,Vehicle,EcoCash,Harare POT0131,0,2026-02-01,2026-02-09,2026-03-07,2026-08-08,586.63,110.36,6,Monthly,Stock_Purchase,Male,28-Jul-1972,Single,2,Agriculture,75,231.58,2,None,EcoCash,Mashonaland_West JMS5345,0,2025-10-05,2025-10-19,2025-11-19,2026-10-14,1839.21,159.76,12,Monthly,Stock_Purchase,Male,16-Jul-1972,Widowed,3,Education,27,556.79,3,None,Cash,Mashonaland_East RGD9707,2,2025-11-02,2025-11-08,2025-12-23,2027-10-29,3573.81,85.72,24,Monthly,Farming_Inputs,Male,17-Aug-1982,Divorced,4,Construction,46,303.83,0,Guarantor,Bank_Transfer,Harare TGT3516,0,2025-07-22,2025-07-25,2025-09-05,2027-01-16,847.43,151.91,18,Monthly,Business_Expansion,Female,05-May-1993,Married,6,Informal_Sector,28,159.29,0,Vehicle,Bank_Transfer,Harare CBI0263,4,2025-12-05,2025-12-11,2026-01-05,2027-06-04,3150.18,16.57,18,Weekly,Equipment,Female,17-Jun-1981,Married,3,Manufacturing,27,383.7,0,None,EcoCash,Mashonaland_West FTN7519,1,2025-02-21,2025-03-11,2025-04-23,2025-09-07,6187.27,13.31,6,Monthly,Working_Capital,Male,14-Sep-1969,Single,2,Government,41,925.78,2,Vehicle,EcoCash,Masvingo TWG7257,4,2025-10-03,2025-10-16,2025-11-16,2026-10-11,7930.37,116.45,12,Monthly,Home_Improvement,Male,10-May-1993,Married,3,,30,289.64,2,Property,Cash,Manicaland LCN4343,2,2025-07-12,2025-07-31,2025-08-25,2027-01-22,4920.47,123.64,18,Bi-Weekly,Farming_Inputs,Male,10-Apr-1964,Married,0,Healthcare,,670.57,1,Livestock,EcoCash,Harare ZVL6847,0,2025-02-11,2025-02-25,2025-03-28,2025-05-26,802.47,18.38,3,Bi-Weekly,Wedding,Female,14-Aug-1960,Married,5,,84,288.5,3,None,Bank_Transfer,Mashonaland_East CZO8241,1,2025-01-30,2025-02-19,2025-03-17,2025-08-18,5688.32,,6,Monthly,Business_Expansion,Male,28-Oct-1993,Divorced,2,Education,46,363.78,2,Property,EcoCash,Manicaland CDO0664,0,2025-10-14,2025-10-27,2025-11-25,2026-10-22,8909.89,15.55,12,Monthly,Medical,Male,10-Oct-1983,Divorced,6,Telecom,118,,8,None,EcoCash,Bulawayo IEI2406,3,2025-05-10,2025-05-22,2025-07-03,2027-05-12,738.3,13.24,24,Monthly,Debt_Consolidation,Male,17-Jul-1980,Married,4,Retail_Trade,158,267.17,6,Guarantor,EcoCash,Mashonaland_Central JTE2790,3,2025-09-06,2025-09-11,2025-10-09,2026-09-06,1974.15,17.95,12,Monthly,Debt_Consolidation,Female,11-Apr-1992,Single,4,Education,65,719.7,3,Savings,EcoCash,Harare PLX0698,2,2025-04-26,2025-05-14,2025-06-21,2026-05-09,4649.97,81.31,12,Monthly,Working_Capital,Female,23-Jun-1965,Married,0,Retail_Trade,25,548.96,0,None,Cash,Bulawayo GQF0238,0,2025-01-01,2025-01-22,2025-02-19,2026-01-17,1236.26,16.82,12,Monthly,Rent,Female,01-Aug-1995,Single,1,Retail_Trade,62,371.05,0,None,OneMoney,Harare DWC7982,2,2025-04-25,2025-05-04,2025-06-08,2026-10-26,3674.75,,18,Weekly,Farming_Inputs,Female,20-Apr-2006,Single,0,Construction,8,767.83,4,Livestock,OneMoney,Midlands FTO3822,3,2025-04-26,2025-05-12,2025-06-20,2026-05-07,6547.04,13.64,12,Monthly,Rent,Female,01-Jan-1975,Single,4,NGO,28,1736.49,1,None,Cash,Manicaland WEG6221,1,2025-02-26,2025-03-18,2025-04-12,2026-03-13,13990.14,103.97,12,Monthly,Business_Expansion,Male,07-Sep-1978,Divorced,3,Mining,74,557.03,5,Property,OneMoney,Harare AZG2944,2,2026-01-10,2026-01-23,2026-02-20,2027-01-18,2439.58,134.39,12,Bi-Weekly,Working_Capital,Male,12-Aug-1999,Divorced,2,Agriculture,33,143.55,3,None,EcoCash,Mashonaland_Central XMV0741,0,2025-01-31,2025-02-15,2025-03-19,2026-02-10,1807.84,17.61,12,Monthly,Medical,Female,06-Dec-2005,Single,0,Healthcare,9,880.47,5,Savings,Cash,Mashonaland_East UGH1295,0,2025-12-16,2025-12-28,2026-02-01,2026-03-28,1359.92,15.7,3,Monthly,Medical,Male,04-Jun-1997,Divorced,0,Informal_Sector,13,,1,Property,InnBucks,Harare HQR9335,3,2025-05-07,2025-05-25,2025-07-08,2026-05-20,943.65,16.07,12,Monthly,School_Fees,Female,20-Dec-1962,Widowed,4,Informal_Sector,50,261.74,0,None,Cash,Mashonaland_West NKQ9327,5,2025-12-26,2026-01-07,2026-02-04,2026-07-06,283.85,176.41,6,Bi-Weekly,Rent,Male,07-Aug-1991,Married,1,Informal_Sector,45,252.62,4,None,EcoCash,Midlands XTY9372,1,2025-04-26,2025-05-07,2025-06-21,2027-04-27,5383.38,104.21,24,Monthly,Working_Capital,Female,27-Jan-1996,Married,3,,29,303.93,2,Property,,Matabeleland_North EYB1405,2,2025-04-01,2025-04-09,2025-05-09,2026-04-04,1981.28,96.24,12,Monthly,Equipment,Male,09-Jan-1972,Divorced,6,Healthcare,122,324.24,0,None,Bank_Transfer,Manicaland AGO5581,1,2025-10-17,2025-11-01,2025-12-09,2026-10-27,29711.36,120.78,12,Monthly,Equipment,Male,18-Sep-1990,Single,3,NGO,110,1290.38,2,Livestock,OneMoney,Mashonaland_East QCB4606,5,2025-11-17,2025-11-18,2025-12-28,2026-01-17,1091.32,153.56,2,Monthly,Medical,Male,09-Nov-1981,Married,3,Transport,,,3,None,Bank_Transfer,Midlands XPY7960,0,2025-04-30,2025-05-06,2025-06-12,2026-05-01,2117.64,92.95,12,Monthly,Funeral,Female,22-Apr-1988,Married,,Healthcare,109,314.1,2,Guarantor,Bank_Transfer,Masvingo SEC6669,3,2025-09-20,2025-10-10,2025-11-05,2027-04-03,1681.99,14.75,18,Monthly,,Female,25-Mar-1971,Single,2,,47,365.23,4,Savings,Bank_Transfer,Bulawayo QLW6555,0,2025-06-24,2025-06-27,2025-08-02,2026-12-19,430.34,115.26,18,Bi-Weekly,Rent,Male,24-Oct-1981,Single,,Agriculture,145,52.89,0,None,Cash,Harare XLG1609,2,2025-06-06,2025-06-14,2025-07-27,2026-06-09,7612.13,121.66,12,Bi-Weekly,Farming_Inputs,Male,12-Mar-1985,,4,Government,44,554.54,1,Guarantor,EcoCash,Manicaland HPI2607,1,2025-12-11,2025-12-30,2026-01-28,2026-12-25,4883.92,95.74,12,Monthly,Equipment,Female,10-Mar-1995,Married,,Retail_Trade,135,506.33,4,Guarantor,Bank_Transfer,Bulawayo EVB4443,5,2025-01-20,2025-02-02,2025-03-09,2025-05-03,858.53,139.27,3,Weekly,Personal,Male,03-Oct-1987,Divorced,,Education,125,,4,None,EcoCash,Matabeleland_North ODN7655,2,2025-03-08,2025-03-28,2025-04-22,2025-12-23,2144.05,63.17,9,Bi-Weekly,Farming_Inputs,Male,05-Jul-1997,Married,3,Mining,73,929.8,4,,Bank_Transfer,Harare RPG2644,0,2025-03-22,2025-04-03,2025-05-10,2025-09-30,4599.13,151.87,6,Monthly,Livestock,Female,15-Oct-1992,Divorced,1,Education,26,,1,None,InnBucks,Manicaland OYL2687,0,2025-06-07,2025-06-15,2025-07-27,2027-06-05,886.49,122.26,24,Monthly,Debt_Consolidation,Female,04-Jun-1983,Divorced,5,Informal_Sector,14,437.83,5,Vehicle,EcoCash,Harare GTM6270,4,2025-07-01,2025-07-05,2025-07-28,2027-06-25,6192.0,15.28,24,Monthly,Home_Improvement,Male,09-Jun-1977,Married,7,Education,79,386.02,1,Guarantor,Bank_Transfer,Midlands BHF6755,2,2025-05-14,2025-06-02,2025-07-13,2026-11-24,13081.1,65.33,18,Bi-Weekly,Farming_Inputs,Female,26-Jul-1993,Married,5,NGO,79,1912.65,3,Livestock,EcoCash,Harare GJK9666,1,2025-10-25,2025-11-01,2025-12-05,2027-04-25,18198.61,13.21,18,Monthly,Business_Expansion,Male,03-Mar-1995,Married,3,Mining,,861.27,5,Savings,Cash,Mashonaland_Central CYF6186,0,2025-03-15,2025-03-18,2025-04-17,2027-03-08,1852.37,104.61,24,Monthly,Vehicle,Male,29-May-1995,Single,4,Construction,82,522.35,0,None,Bank_Transfer,Mashonaland_West FAX1132,3,2025-10-08,2025-10-28,2025-12-07,2027-10-18,814.45,14.85,24,Monthly,Rent,Male,20-Jan-2005,Single,0,Agriculture,10,363.94,3,Guarantor,EcoCash,Harare OND2893,1,2025-10-21,2025-11-04,2025-12-17,2028-10-19,516.24,15.49,36,Monthly,Working_Capital,Male,01-Jul-1988,Married,3,Informal_Sector,16,39.52,0,None,Cash,Midlands MWW1847,3,2025-09-15,2025-10-05,2025-10-28,2026-04-03,2396.67,15.78,6,Monthly,School_Fees,Male,12-Sep-1981,Married,6,,45,521.12,0,Guarantor,EcoCash,Harare EDM4225,1,2025-05-21,2025-06-06,2025-07-10,2028-05-21,2512.99,10.24,36,Bi-Weekly,Business_Expansion,Female,05-Dec-1982,Widowed,4,Informal_Sector,8,151.93,0,Guarantor,Cash,Manicaland PHR9695,3,2025-12-20,2025-12-27,2026-01-22,2026-12-22,425.79,,12,Monthly,School_Fees,Female,28-Aug-1970,Married,5,Informal_Sector,,86.21,1,Guarantor,Bank_Transfer,Bulawayo AEH6740,0,2025-06-10,2025-06-20,2025-08-04,2026-06-15,2324.25,154.28,12,Monthly,Farming_Inputs,Male,23-Sep-1989,Single,3,Construction,37,,0,None,Cash,Mashonaland_Central ZMQ3615,0,2025-05-03,2025-05-22,2025-06-19,2026-05-17,3770.49,131.91,12,Monthly,Farming_Inputs,Male,21-Oct-1999,Married,3,Mining,15,1826.34,4,None,EcoCash,Mashonaland_East GOT7201,2,2025-08-14,2025-08-20,2025-09-24,2026-08-15,1262.48,97.44,12,Monthly,Equipment,Male,04-Apr-2004,,1,Informal_Sector,4,232.04,0,Livestock,EcoCash,Mashonaland_West ZLQ5494,0,2025-06-24,2025-06-29,2025-07-27,2026-12-21,1012.54,135.96,18,Monthly,Wedding,Male,29-Dec-1983,Married,5,Informal_Sector,18,221.25,1,None,EcoCash,Harare KHZ2516,0,2025-09-29,2025-09-30,2025-11-11,2026-03-29,9904.19,107.41,6,Monthly,Working_Capital,Male,18-Jun-2001,Married,2,Telecom,19,1726.88,2,Guarantor,EcoCash,Harare BVJ4973,1,2025-09-21,2025-10-07,2025-11-14,2026-10-02,11302.67,98.67,12,Monthly,Equipment,Male,23-Aug-1994,Married,6,Informal_Sector,11,658.86,0,Property,Bank_Transfer,Masvingo CWX4561,0,2025-05-02,2025-05-08,2025-06-20,2025-08-06,3345.6,159.76,3,Monthly,Rent,Male,13-Oct-2002,Single,2,Manufacturing,19,537.02,4,None,OneMoney,Mashonaland_Central GJI2743,3,2025-11-21,2025-12-02,2026-01-02,2026-11-27,1592.06,13.29,12,Monthly,Debt_Consolidation,Female,25-Sep-1975,Married,5,Informal_Sector,50,435.03,1,Guarantor,InnBucks,Manicaland OMG2647,0,2025-11-29,2025-12-20,2026-01-17,2026-12-15,2536.0,127.25,12,Weekly,Personal,Male,20-Jun-1985,Divorced,1,Agriculture,73,444.42,3,None,EcoCash,Mashonaland_West FUR1115,3,2025-03-23,2025-04-11,2025-05-12,2026-04-06,2713.82,13.71,12,Monthly,Debt_Consolidation,Female,13-Mar-1969,Married,6,Retail_Trade,75,533.25,2,Savings,EcoCash,Bulawayo FCZ9083,0,2025-03-06,2025-03-07,2025-04-14,2026-03-02,2228.22,125.57,12,Monthly,Personal,Female,12-Jan-1998,Married,2,Construction,63,342.03,1,Vehicle,Cash,Manicaland UFL4356,0,2026-01-12,2026-01-31,2026-03-05,2027-01-26,2534.1,16.05,12,Monthly,Vehicle,Female,11-Feb-1995,Married,2,Construction,68,848.87,0,Guarantor,EcoCash,Matabeleland_South ZBS4925,2,2025-09-04,2025-09-05,2025-09-28,2027-02-27,2084.84,112.61,18,Monthly,Working_Capital,Female,19-Aug-2006,Married,0,Education,3,349.15,0,Savings,EcoCash,Bulawayo HPB5006,3,2025-04-29,2025-05-03,2025-06-07,2026-10-25,1352.46,14.82,18,Bi-Weekly,Medical,Male,09-Mar-1994,Married,4,Government,114,387.85,1,Guarantor,OneMoney,Masvingo RSG0748,3,2025-02-26,2025-03-03,2025-04-07,2026-08-25,2506.27,15.93,18,Monthly,Personal,Male,26-Jun-2006,Single,1,NGO,8,814.11,5,None,Bank_Transfer,Manicaland CBF6533,3,2025-07-23,2025-08-11,2025-09-14,2026-02-07,2112.71,11.64,6,Monthly,School_Fees,Male,21-Sep-1987,Single,4,Healthcare,55,485.63,0,Guarantor,EcoCash,Harare EKV4020,1,2025-07-07,2025-07-24,2025-09-06,2026-01-20,11434.14,11.78,6,Monthly,Working_Capital,Male,13-May-1971,Married,3,Education,30,503.48,4,Property,Bank_Transfer,Bulawayo EWQ4926,0,2025-10-29,2025-10-30,2025-11-28,2026-10-25,7032.55,14.04,12,Monthly,Working_Capital,Female,08-Aug-1966,Widowed,,Finance,134,1832.83,2,None,EcoCash,Bulawayo MSK3451,1,2026-02-08,2026-02-20,2026-03-17,2026-08-19,5190.92,98.64,6,Monthly,Equipment,Female,12-Jun-1998,Married,3,Mining,56,899.16,2,Savings,Bank_Transfer,Harare YQE8855,3,2025-12-27,2026-01-12,2026-02-20,2027-01-07,4430.02,12.58,12,Monthly,Medical,,28-Nov-2002,Single,3,Telecom,8,1150.24,3,Guarantor,EcoCash,Mashonaland_East OXR3527,2,2025-12-23,2026-01-08,2026-02-04,2026-07-07,958.6,90.52,6,Bi-Weekly,Working_Capital,Male,30-Jan-1969,Married,1,Informal_Sector,48,206.54,2,None,EcoCash,Midlands DOZ1481,1,2025-05-27,2025-06-14,2025-07-12,2026-12-06,6757.08,118.09,18,Monthly,Equipment,Female,18-Nov-1992,Married,3,Agriculture,52,305.49,1,Guarantor,Bank_Transfer,Harare OXP9987,4,2025-07-25,2025-08-10,2025-09-15,2028-07-25,12533.6,18.59,36,Monthly,Equipment,Male,31-May-1996,Married,,Telecom,66,796.68,1,Guarantor,Cash,Matabeleland_South ANN7983,1,2025-07-25,2025-08-10,2025-09-18,2027-07-31,7065.29,120.48,24,Monthly,Stock_Purchase,Female,18-Feb-1971,Married,1,Construction,90,515.02,1,Property,EcoCash,Mashonaland_Central HLD8743,2,2025-03-14,2025-03-16,2025-04-10,2027-03-06,553.66,114.61,24,Bi-Weekly,Livestock,Male,14-Mar-1968,Married,3,Agriculture,60,77.61,5,Savings,EcoCash,Mashonaland_East VTK6628,0,2025-07-19,2025-07-30,2025-08-28,2026-01-26,1237.18,115.07,6,Monthly,Farming_Inputs,Male,03-Nov-1977,Married,5,Informal_Sector,5,446.23,0,None,OneMoney,Mashonaland_East SRO9037,1,2025-05-03,2025-05-16,2025-06-16,2027-05-06,9470.8,16.21,24,Monthly,Business_Expansion,Female,18-Nov-1994,Divorced,2,Mining,44,862.62,1,Vehicle,Cash,Mashonaland_West UBQ9686,0,2025-11-26,2025-11-29,2026-01-03,2026-05-28,1320.2,108.84,6,Monthly,Business_Expansion,Male,19-Sep-1995,Single,1,Retail_Trade,6,472.09,5,None,Bank_Transfer,Mashonaland_West MVG6267,1,2025-06-05,2025-06-06,2025-07-10,2027-05-27,9557.58,13.95,24,Monthly,Stock_Purchase,Male,16-Mar-2007,Single,2,Government,21,576.7,0,Savings,EcoCash,Mashonaland_Central EMO1696,1,2026-02-25,2026-02-28,2026-04-08,2028-02-18,3448.8,15.33,24,Monthly,Equipment,Female,22-May-1980,Married,2,Informal_Sector,31,204.52,2,None,EcoCash,Mashonaland_West TGD1798,3,2025-11-05,2025-11-14,2025-12-13,2026-11-09,506.63,14.74,12,Monthly,Rent,Male,09-Jan-1962,Married,6,Informal_Sector,28,290.6,0,Guarantor,Bank_Transfer,Harare FHK2988,0,2025-05-16,2025-05-17,2025-06-17,2026-05-12,9140.87,104.02,12,Weekly,Debt_Consolidation,Male,11-Apr-1984,Single,2,Mining,31,1137.24,3,Property,Bank_Transfer,Harare XNR9052,0,2025-04-09,2025-04-10,2025-05-24,2026-04-05,1010.44,162.34,12,Monthly,Equipment,Female,05-Nov-1993,Single,4,Informal_Sector,40,147.73,3,None,EcoCash,Harare AXR4132,4,2025-06-21,2025-06-24,2025-07-25,2029-06-03,32865.41,17.12,48,Monthly,Equipment,Female,12-Feb-1993,Divorced,4,,57,841.85,3,Guarantor,Bank_Transfer,Midlands WGH6565,2,2025-06-18,2025-06-21,2025-07-25,2025-12-18,5516.67,13.24,6,Bi-Weekly,Livestock,Female,01-Dec-1991,Married,3,Government,26,376.03,7,Savings,Bank_Transfer,Masvingo FML6794,5,2025-11-27,2025-12-18,2026-01-28,2026-03-18,272.02,132.35,3,Monthly,Funeral,Female,26-Dec-1986,Married,3,Construction,83,238.83,0,Guarantor,EcoCash,Mashonaland_Central DVJ9838,1,2025-09-15,2025-09-27,2025-10-28,2026-09-22,1668.29,15.47,12,Weekly,Equipment,Female,27-Jul-2005,Single,1,Agriculture,20,118.38,2,None,EcoCash,Masvingo DIC6615,1,2025-02-12,2025-02-13,2025-03-14,2026-02-08,5952.43,93.97,12,Monthly,Business_Expansion,Male,25-Nov-1981,Widowed,6,Manufacturing,127,,0,Vehicle,Cash,Mashonaland_Central RBU0373,0,2025-05-19,2025-06-06,2025-07-14,2027-05-27,2864.69,175.78,24,Bi-Weekly,Home_Improvement,Female,12-Oct-1974,Married,5,Retail_Trade,129,671.77,2,None,Bank_Transfer,Bulawayo LVE5589,2,2025-07-19,2025-08-08,2025-09-20,2026-05-05,10229.63,127.89,9,Monthly,Farming_Inputs,,26-Dec-1962,Divorced,1,,71,679.68,6,Guarantor,Cash,Harare ILK9645,3,2025-08-09,2025-08-19,2025-09-20,2026-08-14,410.77,82.23,12,Monthly,Rent,Female,28-Feb-2005,Single,1,Retail_Trade,15,174.32,0,Guarantor,EcoCash,Harare QNO7435,1,2025-02-11,2025-02-27,2025-03-27,2025-08-26,1489.18,103.39,6,Monthly,Business_Expansion,Male,05-Jul-1982,Married,0,Agriculture,42,143.03,1,Livestock,EcoCash,Manicaland LPL3544,1,2025-08-04,2025-08-16,2025-09-17,2027-02-07,16805.35,13.83,18,Weekly,Stock_Purchase,Male,29-Aug-1995,Divorced,,NGO,34,,1,Property,Bank_Transfer,Midlands DZS1655,1,2025-03-12,2025-03-25,2025-05-04,2028-03-09,1845.61,15.75,36,Monthly,Business_Expansion,Male,20-Apr-1984,Widowed,,Informal_Sector,18,135.35,0,Savings,EcoCash,Mashonaland_West BMZ5036,0,2025-06-05,2025-06-10,2025-07-20,2027-05-31,5109.04,15.55,24,Monthly,Home_Improvement,Male,01-Oct-1994,Married,0,Manufacturing,,817.21,2,Vehicle,Bank_Transfer,Midlands ENQ2648,3,2025-03-15,2025-03-23,2025-04-17,2027-03-13,2452.84,11.14,24,Monthly,Personal,Male,03-Jul-1989,Married,2,Government,88,889.23,1,Vehicle,EcoCash,Harare QHS5121,3,2026-01-17,2026-01-27,2026-03-10,2027-07-21,3493.33,12.38,18,Monthly,Medical,Male,07-Aug-1981,Married,7,Healthcare,89,,2,Guarantor,Bank_Transfer,Harare JRU0425,0,2025-05-09,2025-05-27,2025-06-23,2027-05-17,6301.37,13.77,24,Monthly,Personal,Male,12-Aug-1960,Divorced,3,Finance,73,1323.4,2,Guarantor,EcoCash,Bulawayo AJC1854,0,2025-06-07,2025-06-17,2025-07-23,2026-06-12,3224.34,151.3,12,Weekly,Vehicle,Male,22-Oct-1986,Single,1,,82,609.06,3,None,Cash,Manicaland BCI8265,3,2025-05-24,2025-06-11,2025-07-06,2027-06-01,476.78,15.63,24,Monthly,Rent,Male,28-Oct-1998,Married,2,Agriculture,15,131.8,5,Savings,EcoCash,Mashonaland_Central LAP7008,1,2025-02-03,2025-02-23,2025-03-23,2025-08-22,2847.33,15.8,6,Monthly,Equipment,Female,06-Feb-1970,Married,6,Transport,41,387.74,1,Guarantor,EcoCash,Midlands PRQ8360,5,2025-09-30,2025-10-04,2025-11-08,2026-04-02,1561.37,178.23,6,Bi-Weekly,Funeral,Male,10-May-2003,Single,1,Retail_Trade,14,978.69,1,None,OneMoney,Manicaland WRO2076,0,2026-01-21,2026-01-24,2026-03-08,2026-04-24,1192.72,17.71,3,Monthly,Livestock,Male,02-Aug-2007,Single,2,Construction,10,167.75,1,Livestock,EcoCash,Mashonaland_East NBP8599,4,2025-04-02,2025-04-17,2025-05-14,2026-10-09,3633.53,97.2,18,Monthly,Home_Improvement,Female,08-Jan-1989,Married,6,Education,110,230.65,1,Livestock,EcoCash,Mashonaland_West HXZ6061,2,2026-02-02,2026-02-22,2026-04-04,2027-02-17,6172.2,86.16,12,Monthly,Farming_Inputs,Female,30-Jun-1980,Divorced,2,Mining,36,742.69,3,Guarantor,EcoCash,Mashonaland_West RQB8738,1,2025-01-29,2025-02-13,2025-03-11,2026-02-08,1896.23,16.32,12,Monthly,,Male,16-Sep-1969,Married,3,Informal_Sector,15,151.13,0,Guarantor,Cash,Manicaland WQX3133,1,2025-07-29,2025-08-18,2025-09-28,2026-08-13,5258.21,110.63,12,Monthly,Equipment,Male,22-May-1998,Married,5,Retail_Trade,38,,2,Vehicle,OneMoney,Mashonaland_Central OFG6256,4,2025-07-06,2025-07-22,2025-08-24,2028-07-06,8263.33,15.55,36,Bi-Weekly,Vehicle,Female,29-May-2004,Single,0,Education,15,762.1,0,Livestock,EcoCash,Manicaland CDG2022,3,2025-07-30,2025-08-17,2025-10-01,2026-08-12,479.23,17.37,12,Monthly,Debt_Consolidation,Male,19-Apr-1996,Married,2,Informal_Sector,37,135.63,4,Guarantor,Bank_Transfer,Harare TFP6421,0,2025-12-08,2025-12-17,2026-01-14,2027-06-10,2208.91,16.08,18,Monthly,Rent,Female,06-Sep-1961,Married,3,Finance,,532.63,3,,EcoCash,Harare OWX9646,1,2025-11-14,2025-11-28,2025-12-28,2026-11-23,6193.03,13.61,12,Monthly,Working_Capital,,06-Sep-1999,Single,4,Informal_Sector,27,446.18,1,Property,EcoCash,Harare LTT8237,1,2025-12-19,2026-01-08,2026-02-04,2027-01-03,10553.03,122.92,12,Monthly,Equipment,Male,05-Jun-2000,Single,3,NGO,3,846.1,5,Property,EcoCash,Harare BOF3129,4,2025-02-08,2025-02-21,2025-03-28,2029-01-31,12582.11,20.08,48,Monthly,Vehicle,Female,12-May-1963,,2,Transport,29,489.32,0,Property,Cash,Mashonaland_East VOW9109,5,2026-02-07,2026-02-10,2026-03-10,2026-04-11,433.97,135.29,2,Weekly,Medical,Male,14-Jan-1985,Widowed,6,Government,171,392.08,1,None,OneMoney,Mashonaland_West CWN0691,2,2025-06-30,2025-07-14,2025-08-18,2026-01-10,5635.57,95.87,6,Monthly,Equipment,Male,14-Dec-1996,Single,4,Construction,,1024.55,1,Livestock,Cash,Mashonaland_East HYS1355,1,2025-12-16,2025-12-25,2026-02-05,2027-12-15,23396.93,126.76,24,Monthly,Equipment,Male,25-Jun-1966,Single,2,Finance,23,,1,Guarantor,EcoCash,Bulawayo NZJ3062,5,2025-05-18,2025-05-26,2025-07-04,2025-08-24,322.45,166.59,3,Monthly,Funeral,Male,04-Sep-1983,Single,1,Manufacturing,108,344.28,1,None,Cash,Harare LRT8091,0,2025-06-21,2025-06-22,2025-07-27,2026-12-14,3427.25,16.44,18,Monthly,Equipment,Female,25-Aug-1975,Married,4,Government,17,874.88,4,Vehicle,EcoCash,Bulawayo QSG6295,1,2025-05-23,2025-06-13,2025-07-12,2026-06-08,1517.95,124.86,12,Monthly,Stock_Purchase,Female,20-Feb-1998,Single,2,Agriculture,39,156.11,0,None,EcoCash,Midlands RWL6854,0,2025-04-21,2025-05-04,2025-06-05,2026-04-29,3178.27,167.83,12,Monthly,Vehicle,Female,20-Dec-1961,Married,,Finance,104,1817.92,3,None,InnBucks,Mashonaland_East MNM3630,1,2025-11-27,2025-12-18,2026-01-28,2026-12-13,2752.33,12.01,12,Monthly,Stock_Purchase,Male,15-Sep-1958,Married,6,Informal_Sector,40,312.99,1,Guarantor,EcoCash,Mashonaland_East YUI6791,4,2026-02-13,2026-02-26,2026-04-05,2029-02-10,8111.59,16.03,36,Monthly,Equipment,Male,20-Jul-1980,Married,4,Government,59,368.68,5,Property,Cash,Mashonaland_East FJX0190,4,2025-09-14,2025-10-02,2025-11-03,2026-09-27,7720.44,14.88,12,Monthly,Home_Improvement,Female,21-Oct-1989,Married,3,Healthcare,38,359.76,1,Livestock,OneMoney,Bulawayo QQF5096,5,2025-08-08,2025-08-14,2025-09-18,2025-10-13,345.87,104.63,2,Monthly,,Male,13-Apr-1976,Married,2,Informal_Sector,20,167.15,0,Property,InnBucks,Harare AJS6206,5,2025-07-17,2025-07-24,2025-08-28,2025-10-22,969.78,177.31,3,Weekly,Medical,Male,03-Sep-1993,Single,1,Informal_Sector,32,423.39,2,Guarantor,Bank_Transfer,Bulawayo STF2875,0,2026-01-30,2026-02-19,2026-04-02,2027-02-14,492.38,113.96,12,Weekly,Stock_Purchase,Male,21-Jun-1969,Single,2,Informal_Sector,14,142.49,4,None,Bank_Transfer,Manicaland OUS3364,0,2025-01-27,2025-02-10,2025-03-25,2026-02-05,1790.89,164.74,12,Monthly,Medical,Female,22-Sep-1991,Married,4,Government,47,545.94,1,Guarantor,EcoCash,Mashonaland_East GUC8571,3,2025-07-19,2025-08-06,2025-09-19,2027-01-28,1697.24,13.72,18,Monthly,Rent,Male,14-Sep-1957,Married,,Retail_Trade,48,904.66,7,Savings,Bank_Transfer,Harare FXH1573,1,2025-12-02,2025-12-12,2026-01-23,2027-12-02,1767.08,13.51,24,Monthly,Working_Capital,Female,30-Jun-1997,Married,1,Agriculture,77,320.37,1,None,Cash,Bulawayo CTI4900,0,2025-11-16,2025-12-04,2026-01-15,2026-06-02,4654.21,94.76,6,Monthly,Rent,Male,03-Oct-1966,Married,5,Mining,163,965.18,0,Guarantor,OneMoney,Mashonaland_East BAF9737,0,2025-09-08,2025-09-29,2025-11-11,2025-12-28,2461.75,78.35,3,Monthly,Home_Improvement,Male,13-Aug-1982,Divorced,4,Manufacturing,138,695.68,4,Guarantor,Bank_Transfer,Matabeleland_North XPJ2696,1,2025-12-26,2026-01-16,2026-02-13,2027-01-11,6534.63,12.26,12,Monthly,Business_Expansion,Male,04-Dec-1967,Married,4,Retail_Trade,,433.14,1,None,EcoCash,Bulawayo HXT1930,3,2025-04-11,2025-04-26,2025-06-03,2026-04-21,1462.94,87.79,12,Monthly,Debt_Consolidation,Male,04-Oct-1990,Married,3,Construction,7,496.05,4,None,EcoCash,Midlands WMQ8645,0,2025-03-02,2025-03-06,2025-03-28,2026-08-28,857.5,130.52,18,Monthly,Equipment,Female,16-Mar-1985,Single,3,Informal_Sector,5,,0,Livestock,EcoCash,Matabeleland_North XZF3932,0,2025-02-16,2025-03-02,2025-04-16,2025-08-29,983.21,168.43,6,Monthly,Funeral,Female,30-Dec-1998,Divorced,2,,32,372.3,0,Livestock,Cash,Mashonaland_East EHC2456,5,2025-08-20,2025-08-28,2025-09-28,2025-10-27,803.84,152.14,2,Weekly,Medical,Male,10-Jun-1976,Married,1,Retail_Trade,90,,1,Property,Cash,Mashonaland_West WLR3209,0,2024-12-30,2025-01-07,2025-02-14,2025-04-07,3226.97,131.96,3,Monthly,Wedding,Female,17-Jul-1989,Married,2,Construction,80,737.74,1,Property,Cash,Mashonaland_East TMW3776,2,2025-11-21,2025-11-30,2026-01-09,2027-11-20,1804.48,10.91,24,Monthly,Farming_Inputs,Male,01-Apr-1994,Married,3,Informal_Sector,11,135.08,0,Property,EcoCash,Masvingo BYI9884,0,2025-08-28,2025-09-04,2025-10-06,2027-02-26,421.28,15.21,18,Monthly,Vehicle,Male,06-Sep-1970,Married,5,Agriculture,48,224.2,0,None,Cash,Midlands TVL4976,0,2025-10-07,2025-10-09,2025-11-12,2026-10-04,713.19,100.28,12,Monthly,Business_Expansion,Male,15-Oct-1978,Single,,Agriculture,58,161.77,0,,EcoCash,Harare JMS3751,2,2025-12-28,2026-01-04,2026-02-04,2027-06-28,14251.23,89.61,18,Monthly,Livestock,Male,20-Sep-1992,Married,2,Government,14,754.24,0,None,Bank_Transfer,Mashonaland_East EHD8569,1,2025-03-24,2025-04-11,2025-05-07,2026-04-06,5011.03,124.93,12,Monthly,Business_Expansion,Male,25-Jun-1973,Single,3,Manufacturing,116,235.62,1,Guarantor,InnBucks,Masvingo UXK4747,1,2025-08-15,2025-08-22,2025-09-16,2026-08-17,5575.42,14.9,12,Monthly,Business_Expansion,Male,25-Jan-1980,Married,7,Transport,12,335.68,2,None,Bank_Transfer,Harare KWC7487,3,2025-05-26,2025-06-08,2025-07-22,2027-05-29,1656.45,15.47,24,Weekly,Medical,Female,20-Apr-1969,Married,3,Transport,89,435.45,4,Guarantor,Bank_Transfer,Midlands LME1343,2,2025-03-10,2025-03-27,2025-04-28,2026-09-18,13409.31,13.63,18,Monthly,Equipment,Male,06-Aug-1994,Married,3,Finance,12,2035.72,3,Guarantor,Cash,Matabeleland_North SJS5024,0,2026-01-22,2026-01-30,2026-03-02,2026-07-29,2077.57,14.11,6,Monthly,Personal,Female,08-May-1984,Married,5,Government,171,851.43,7,None,OneMoney,Mashonaland_West EBP0107,0,2025-06-17,2025-06-24,2025-07-22,2027-06-14,1337.23,15.35,24,Bi-Weekly,Rent,Male,06-Oct-1972,Single,2,Informal_Sector,39,340.87,2,None,EcoCash,Midlands MXW7089,3,2025-03-27,2025-04-10,2025-05-13,2027-03-31,1622.41,16.57,24,Monthly,,Female,14-Apr-1966,Married,4,Informal_Sector,23,318.31,4,None,EcoCash,Midlands XLW7075,0,2025-08-18,2025-08-30,2025-10-09,2026-02-26,4196.3,147.76,6,Monthly,Equipment,Male,02-May-1991,Single,2,Healthcare,95,519.0,2,,InnBucks,Harare VLE0044,0,2025-06-19,2025-06-20,2025-07-28,2026-12-12,998.57,85.86,18,Monthly,Medical,Male,22-Jul-1984,Married,3,Agriculture,99,496.55,1,Property,Cash,Harare MVW2125,1,2025-02-16,2025-02-18,2025-04-01,2026-02-13,1279.4,15.54,12,Bi-Weekly,Working_Capital,Female,28-Jul-2000,Divorced,3,Informal_Sector,7,120.8,1,None,EcoCash,Mashonaland_West ROL3261,1,2025-07-04,2025-07-10,2025-08-11,2026-07-05,3699.31,109.09,12,Monthly,Business_Expansion,Male,01-Feb-1996,Divorced,3,Informal_Sector,,342.45,2,,EcoCash,Mashonaland_West NEF0732,0,2025-07-19,2025-07-28,2025-08-28,2025-10-26,1614.65,133.69,3,Monthly,Working_Capital,Female,31-Dec-1990,Single,4,Healthcare,34,453.96,6,Guarantor,EcoCash,Harare TNH4937,2,2026-01-30,2026-02-09,2026-03-14,2027-02-04,8678.84,112.37,12,Monthly,Equipment,Male,05-May-1977,Divorced,1,Telecom,10,1852.76,1,,EcoCash,Bulawayo NHD9630,2,2025-04-09,2025-04-14,2025-05-12,2026-10-06,5378.75,93.73,18,Monthly,Farming_Inputs,Female,31-Oct-1969,Married,1,Construction,71,517.33,3,Livestock,EcoCash,Matabeleland_North VBV1330,0,2026-01-18,2026-01-26,2026-03-07,2026-07-25,5388.59,17.22,6,Monthly,School_Fees,Female,17-Oct-1991,Married,3,Transport,147,745.9,2,Savings,Cash,Harare NGK5798,0,2025-12-19,2025-12-27,2026-02-10,2026-12-22,1871.25,18.36,12,Monthly,Livestock,Male,15-Nov-1990,Married,0,Retail_Trade,173,646.11,0,,EcoCash,Manicaland TIB3609,2,2025-12-12,2025-12-15,2026-01-23,2027-12-05,2941.09,76.16,24,Monthly,Farming_Inputs,Female,11-Apr-2007,Single,0,Informal_Sector,6,,0,None,EcoCash,Mashonaland_West CQX9257,1,2024-12-13,2025-01-01,2025-02-14,2025-06-30,1076.49,116.7,6,Monthly,Working_Capital,Female,09-Jan-1976,,2,Informal_Sector,,94.85,1,Property,OneMoney,Masvingo JJB2918,4,2025-05-26,2025-05-31,2025-07-09,2026-05-26,7972.64,15.86,12,Monthly,Home_Improvement,Female,12-Mar-1995,Divorced,1,Informal_Sector,15,,5,Vehicle,Bank_Transfer,Matabeleland_South QGE0385,3,2025-01-02,2025-01-04,2025-02-04,2026-12-25,1950.78,18.3,24,Monthly,Rent,Male,17-Apr-2007,Single,0,Agriculture,7,540.97,0,Savings,EcoCash,Harare XPH3100,3,2025-09-19,2025-09-25,2025-10-23,2026-09-20,1406.04,18.74,12,Monthly,,Female,08-Oct-1967,Married,2,Government,137,277.46,2,Guarantor,EcoCash,Matabeleland_North MXQ1607,3,2025-10-24,2025-10-30,2025-12-07,2027-10-20,1954.75,14.13,24,Monthly,Medical,Female,13-Dec-1977,Divorced,4,Telecom,142,757.55,5,Guarantor,Cash,Manicaland WQB9441,0,2025-06-17,2025-06-24,2025-07-27,2025-12-21,931.07,97.6,6,Monthly,School_Fees,Female,08-Jul-1980,Married,4,Transport,42,296.67,0,Vehicle,Cash,Manicaland IFX4669,1,2025-04-03,2025-04-16,2025-05-17,2026-10-08,2341.72,14.58,18,Monthly,Business_Expansion,Female,20-Feb-1974,Married,2,Informal_Sector,2,,3,Guarantor,Cash,Masvingo LTE9151,3,2025-11-17,2025-11-22,2025-12-21,2026-05-21,2535.63,15.53,6,Monthly,Medical,Male,21-Nov-1980,Divorced,0,Mining,59,682.38,5,Guarantor,Cash,Mashonaland_East QXD6741,4,2025-12-20,2026-01-04,2026-02-10,2028-12-19,13301.26,13.9,36,Monthly,Vehicle,Female,10-Oct-1995,Married,1,Government,24,678.25,1,None,EcoCash,Bulawayo BTJ7572,1,2025-07-23,2025-07-25,2025-08-28,2026-01-21,10048.03,12.73,6,Bi-Weekly,,Female,08-Oct-1993,Widowed,4,Manufacturing,83,,1,Guarantor,Cash,Bulawayo ILG3077,0,2025-01-16,2025-01-22,2025-03-01,2026-01-17,776.04,135.79,12,Weekly,Working_Capital,Male,24-Jul-1985,Married,8,Agriculture,21,200.44,0,None,OneMoney,Harare IQM1201,4,2025-02-03,2025-02-10,2025-03-20,2028-01-26,5462.52,17.75,36,Bi-Weekly,Equipment,Male,13-May-1968,Married,,,95,285.58,3,Property,InnBucks,Masvingo BLE7111,3,2026-02-14,2026-02-16,2026-03-18,2027-08-10,3495.83,13.48,18,Monthly,Rent,Male,04-Mar-1962,Married,4,Construction,47,990.68,0,Guarantor,OneMoney,Bulawayo KAW7370,1,2024-12-22,2025-01-10,2025-02-15,2025-07-09,6703.83,13.34,6,Monthly,Business_Expansion,Female,03-Sep-1973,Married,2,Government,156,304.41,3,Savings,InnBucks,Harare OAI3127,0,2026-02-07,2026-02-14,2026-03-28,2027-02-09,4062.3,18.52,12,Monthly,Rent,Female,05-Aug-1957,Divorced,3,Informal_Sector,9,532.27,3,None,EcoCash,Harare IOJ5332,1,2025-07-24,2025-08-11,2025-09-16,2027-08-01,3628.5,12.05,24,Monthly,Business_Expansion,Male,01-Jan-1970,Divorced,6,Transport,150,228.83,0,Guarantor,Bank_Transfer,Bulawayo ZSF3534,3,2025-01-15,2025-01-19,2025-02-28,2026-01-14,2001.85,15.56,12,Monthly,,Female,06-May-2008,Single,2,Education,3,596.08,1,Savings,OneMoney,Harare RQU4937,0,2025-10-25,2025-11-05,2025-12-12,2026-10-31,2085.74,16.84,12,Weekly,Medical,Male,28-Sep-1972,Divorced,2,Manufacturing,,286.25,0,Guarantor,InnBucks,Harare MPZ5602,3,2025-12-26,2026-01-05,2026-02-04,2026-07-04,1243.57,13.19,6,Bi-Weekly,Medical,Male,25-Jul-2006,Single,0,,15,564.14,2,Savings,EcoCash,Manicaland ZOD9642,2,2025-10-15,2025-10-24,2025-11-28,2026-10-19,8016.76,88.15,12,Monthly,Working_Capital,Female,31-May-1985,Married,5,Construction,,697.91,1,Livestock,EcoCash,Mashonaland_West TEO8067,1,2025-04-23,2025-04-29,2025-06-10,2026-04-24,19571.35,141.22,12,Monthly,Business_Expansion,Female,28-Apr-2005,Single,0,Construction,13,888.35,1,Savings,Cash,Midlands TKM5696,0,2025-11-30,2025-12-21,2026-01-24,2027-12-11,6223.21,116.87,24,Monthly,Funeral,Male,16-Aug-1974,Married,7,Healthcare,67,784.02,1,None,Bank_Transfer,Midlands AOD2802,3,2026-02-03,2026-02-10,2026-03-14,2027-08-04,2877.63,16.41,18,Monthly,Medical,Male,08-Apr-1995,Single,1,,26,616.05,0,None,EcoCash,Mashonaland_East HUK7613,0,2026-02-04,2026-02-17,2026-03-27,2027-08-11,1624.4,155.65,18,Monthly,Personal,Male,10-Jul-1994,Married,2,Education,,398.76,0,None,EcoCash,Mashonaland_West JGD9511,4,2025-02-12,2025-03-01,2025-04-13,2026-08-23,40168.63,19.42,18,Bi-Weekly,Vehicle,Male,08-Feb-2005,Single,1,Finance,13,1412.74,4,Savings,Bank_Transfer,Mashonaland_East AYZ8798,0,2025-04-11,2025-04-16,2025-05-24,2025-07-15,1610.4,18.16,3,Monthly,Business_Expansion,Male,04-Jul-1996,Single,4,Informal_Sector,22,478.4,0,None,InnBucks,Harare ZDM3945,2,2025-12-16,2025-12-18,2026-01-21,2026-09-14,4215.87,14.71,9,Monthly,Farming_Inputs,Male,30-Sep-1975,Married,4,Healthcare,156,335.75,3,Guarantor,Bank_Transfer,Harare LTH5029,4,2026-01-17,2026-02-03,2026-03-01,2027-01-29,5728.61,14.74,12,Monthly,Home_Improvement,Male,11-Feb-1997,Married,4,Transport,32,357.5,5,Property,EcoCash,Bulawayo MXT2148,1,2025-07-17,2025-08-02,2025-09-08,2026-07-28,3145.32,97.67,12,Monthly,Business_Expansion,Male,22-May-1990,Married,4,Education,81,330.29,0,None,EcoCash,Harare GVM6956,3,2025-11-24,2025-12-03,2026-01-06,2026-11-28,1688.16,88.42,12,Monthly,Rent,Male,13-Jun-1964,Married,2,Education,,399.98,2,None,InnBucks,Mashonaland_West WDW2862,2,2025-04-06,2025-04-17,2025-05-16,2027-04-07,2008.69,88.48,24,Bi-Weekly,Working_Capital,Female,19-Dec-1981,Married,0,,16,364.91,1,Guarantor,Cash,Masvingo QJQ9522,3,2025-05-29,2025-06-17,2025-07-26,2026-06-12,799.34,16.39,12,Monthly,Personal,Male,21-Feb-1994,Married,3,Informal_Sector,19,272.11,0,Livestock,Bank_Transfer,Matabeleland_North FRU3187,2,2025-08-18,2025-08-26,2025-10-05,2026-08-21,2593.94,91.99,12,Monthly,Livestock,Male,26-Aug-2004,Single,0,Informal_Sector,26,588.84,4,None,Cash,Mashonaland_Central DPK0141,5,2025-04-20,2025-04-27,2025-05-22,2025-05-27,910.44,122.89,1,Monthly,Medical,Female,04-Aug-1992,Married,5,,21,536.04,3,Guarantor,EcoCash,Manicaland LTR5585,2,2025-12-26,2026-01-10,2026-02-15,2027-01-05,3277.4,120.64,12,Weekly,Livestock,Male,01-Oct-1971,Married,,Transport,,658.75,0,Livestock,Bank_Transfer,Matabeleland_North XJF5775,3,2025-06-16,2025-07-03,2025-07-28,2026-06-28,883.56,11.86,12,Monthly,Medical,Male,27-Aug-1973,Married,4,Transport,47,273.24,2,,Cash,Mashonaland_Central TOQ6204,5,2025-09-22,2025-10-10,2025-11-19,2026-01-08,976.09,158.88,3,Weekly,Rent,Female,05-Aug-1978,Married,5,Manufacturing,52,604.48,2,None,Cash,Harare QXS0144,0,2025-06-24,2025-06-27,2025-07-22,2027-06-17,3110.6,17.19,24,Monthly,School_Fees,Male,13-Mar-1985,Widowed,,Informal_Sector,9,,0,None,Bank_Transfer,Harare TBX5804,1,2024-12-31,2025-01-20,2025-02-24,2026-07-14,8639.07,109.72,18,Monthly,Stock_Purchase,Male,07-Feb-1991,Single,4,Government,161,421.49,0,Property,Cash,Mashonaland_Central PMY9951,2,2025-08-01,2025-08-06,2025-09-08,2027-07-27,13210.78,10.12,24,Monthly,Farming_Inputs,Male,29-Jul-1961,Married,1,Government,61,868.0,0,Guarantor,Bank_Transfer,Bulawayo EIV4595,3,2025-08-20,2025-08-25,2025-10-05,2026-08-20,900.71,15.92,12,Bi-Weekly,School_Fees,Male,27-Jan-1996,Married,3,Informal_Sector,38,256.74,8,None,Cash,Mashonaland_Central YUU6633,3,2025-09-02,2025-09-08,2025-10-23,2026-09-03,583.66,15.05,12,Monthly,School_Fees,Male,24-May-1982,Widowed,2,Informal_Sector,4,122.42,0,Savings,Bank_Transfer,Masvingo UGJ3843,1,2025-01-30,2025-02-20,2025-04-06,2028-02-05,1181.25,123.61,36,Bi-Weekly,Working_Capital,Male,19-Jun-1995,Married,,Agriculture,141,227.54,4,Vehicle,EcoCash,Harare UWK0037,0,2026-01-18,2026-02-03,2026-03-11,2026-08-02,560.37,80.89,6,Monthly,Personal,Female,17-Mar-1974,Married,,Informal_Sector,7,155.42,2,Livestock,OneMoney,Midlands VNK7348,2,2025-10-29,2025-11-18,2025-12-28,2027-11-08,3688.13,119.69,24,Weekly,Working_Capital,Female,16-Jan-1968,Married,3,Education,74,799.84,3,None,EcoCash,Harare CPA3848,5,2025-04-12,2025-04-27,2025-06-03,2025-07-26,427.49,154.19,3,Weekly,Medical,Male,03-Jun-2000,Single,4,Agriculture,10,169.75,4,None,OneMoney,Midlands KPD9994,0,2025-05-10,2025-05-29,2025-07-07,2025-11-25,891.34,156.65,6,Bi-Weekly,Personal,Female,06-Jun-2006,Married,1,Agriculture,11,164.3,3,Vehicle,EcoCash,Mashonaland_Central KCJ9439,3,2025-01-08,2025-01-26,2025-02-27,2026-01-21,1646.39,12.12,12,Monthly,Rent,Male,31-Oct-1967,Divorced,4,Retail_Trade,126,594.41,2,Savings,Bank_Transfer,Harare PEW6534,2,2025-11-29,2025-12-17,2026-01-21,2026-09-13,21667.73,90.96,9,Monthly,Farming_Inputs,Female,27-Apr-1970,Divorced,5,Finance,56,1577.03,3,Livestock,Cash,Manicaland RSC8075,0,2025-10-03,2025-10-09,2025-11-03,2026-10-04,158.7,113.78,12,Bi-Weekly,Livestock,Female,03-Nov-1996,Single,,Agriculture,109,68.81,2,Guarantor,Bank_Transfer,Harare YCJ9085,3,2025-07-22,2025-07-26,2025-08-20,2026-07-21,2353.6,16.92,12,Monthly,Personal,Male,02-Feb-1968,Married,3,NGO,40,1344.05,3,None,,Midlands PRL0472,5,2025-01-29,2025-02-12,2025-03-11,2025-05-13,2635.04,169.93,3,Weekly,Funeral,Male,21-Jul-2000,Single,2,Retail_Trade,38,1000.17,0,None,Bank_Transfer,Mashonaland_East FWK6361,1,2025-07-03,2025-07-14,2025-08-15,2026-01-10,11216.46,142.71,6,Monthly,,Female,20-Jul-1963,Married,4,Education,105,810.42,0,Guarantor,EcoCash,Mashonaland_East YLG8442,0,2025-07-09,2025-07-19,2025-08-26,2026-07-14,1394.27,133.12,12,Monthly,Vehicle,Male,22-Apr-1984,Married,4,Government,152,314.81,3,None,Bank_Transfer,Harare GEH5854,0,2025-10-31,2025-11-04,2025-11-28,2026-05-03,3384.2,84.28,6,Monthly,Wedding,Female,19-Aug-1971,Married,1,Education,,447.92,1,Livestock,OneMoney,Matabeleland_South SAL7389,4,2025-08-31,2025-09-19,2025-10-22,2028-09-03,36279.55,20.62,36,Monthly,Home_Improvement,Male,07-Jul-1972,Married,4,NGO,99,1439.71,0,Property,Bank_Transfer,Matabeleland_South YMS7341,1,2025-05-24,2025-05-25,2025-06-21,2025-11-21,5133.59,16.51,6,Monthly,Business_Expansion,Female,14-Feb-1971,Married,2,Agriculture,162,185.79,0,Vehicle,OneMoney,Harare IKD2768,5,2025-11-25,2025-12-06,2026-01-06,2026-03-06,1300.49,181.8,3,Bi-Weekly,Medical,Female,23-Sep-1987,Married,3,Finance,83,1289.0,1,Vehicle,EcoCash,Bulawayo TJF3331,3,2025-09-06,2025-09-07,2025-10-05,2026-09-02,703.75,13.79,12,Bi-Weekly,School_Fees,Male,24-Apr-1965,Married,3,Informal_Sector,31,285.15,7,None,OneMoney,Mashonaland_East KWE2891,0,2025-02-18,2025-03-02,2025-04-08,2026-02-25,2350.98,123.89,12,Monthly,Rent,Male,17-Aug-1998,Divorced,3,Education,108,643.91,1,Property,EcoCash,Manicaland ZKN1526,0,2025-09-25,2025-10-11,2025-11-21,2026-01-09,1023.82,122.81,3,Monthly,Funeral,Male,18-Nov-1984,Widowed,6,Informal_Sector,55,305.76,0,Guarantor,Bank_Transfer,Harare FYN0193,2,2025-08-22,2025-09-06,2025-10-17,2026-06-03,7611.32,84.27,9,Monthly,Livestock,Female,27-Jan-1994,Married,3,Healthcare,75,809.51,8,Savings,Cash,Matabeleland_South LDW7977,1,2025-03-21,2025-04-11,2025-05-12,2026-04-06,7712.83,106.45,12,Monthly,Working_Capital,Male,25-Jan-1969,Married,0,Manufacturing,59,841.83,4,Vehicle,InnBucks,Masvingo UHQ3906,3,2025-03-09,2025-03-14,2025-04-26,2026-03-09,1213.88,17.17,12,Monthly,Debt_Consolidation,Male,20-Mar-1984,Married,5,Retail_Trade,102,398.35,4,None,EcoCash,Mashonaland_West AZQ5561,1,2025-03-21,2025-04-02,2025-05-13,2026-09-24,10511.42,14.97,18,Monthly,Working_Capital,Male,09-Jan-1969,Married,4,Informal_Sector,47,422.26,2,Vehicle,InnBucks,Harare PJH4687,5,2025-01-15,2025-01-26,2025-02-20,2025-02-25,595.12,136.63,1,Monthly,Rent,Male,14-May-1966,Married,2,Manufacturing,62,396.64,1,Vehicle,Bank_Transfer,Bulawayo XKX6806,2,2025-08-16,2025-09-03,2025-10-09,2026-08-29,10568.96,104.75,12,Monthly,Farming_Inputs,Male,16-Jun-1999,Married,1,Informal_Sector,21,625.13,1,Livestock,EcoCash,Mashonaland_Central HAM9575,1,2025-04-26,2025-05-01,2025-06-07,2028-04-15,3099.04,13.22,36,Monthly,Stock_Purchase,Male,18-Jun-1968,Widowed,4,,97,236.08,1,None,Cash,Mashonaland_East NAT7573,3,2025-07-05,2025-07-22,2025-08-25,2026-07-17,1535.15,14.91,12,Monthly,Medical,Female,26-Jun-1983,Married,2,Informal_Sector,16,463.05,7,Savings,EcoCash,Mashonaland_East EYL8899,3,2025-12-29,2026-01-04,2026-02-14,2027-12-25,742.76,17.66,24,Monthly,Personal,Male,08-May-1970,Married,4,Construction,95,240.17,0,Guarantor,InnBucks,Harare GTH7212,4,2025-01-24,2025-02-04,2025-03-09,2029-01-14,5256.04,87.51,48,Monthly,,Male,19-Apr-1992,Divorced,2,Retail_Trade,44,,2,Property,EcoCash,Harare QID8015,1,2026-02-12,2026-02-23,2026-04-05,2028-02-13,22339.65,10.94,24,Monthly,,Female,08-May-1963,Divorced,3,Manufacturing,87,,1,Guarantor,Bank_Transfer,Harare RNN0054,0,2025-08-05,2025-08-22,2025-09-17,2026-02-18,1515.18,18.3,6,Monthly,Farming_Inputs,Female,06-Jun-1980,Divorced,2,Informal_Sector,,374.83,1,Savings,EcoCash,Harare CSG0726,5,2025-03-04,2025-03-16,2025-04-13,2025-06-14,300.35,17.56,3,Weekly,Medical,Female,08-Jul-1998,Married,0,Agriculture,27,,4,Guarantor,EcoCash,Mashonaland_East ATT3526,0,2025-12-28,2025-12-30,2026-02-06,2027-06-23,908.76,14.24,18,Bi-Weekly,Business_Expansion,Female,10-Sep-1996,Divorced,2,Agriculture,,321.24,2,None,Bank_Transfer,Masvingo EFF5669,2,2025-06-27,2025-07-03,2025-08-09,2026-06-28,1896.29,96.34,12,Monthly,Farming_Inputs,Female,21-Sep-1986,Married,2,Transport,29,363.09,1,Livestock,EcoCash,Bulawayo YZY4981,0,2025-08-14,2025-08-16,2025-09-22,2026-02-12,309.83,122.44,6,Monthly,Wedding,Male,26-Nov-1972,Married,5,Agriculture,95,,2,Guarantor,Cash,Mashonaland_East NKD2183,0,2025-10-21,2025-11-02,2025-12-12,2026-10-28,762.23,142.53,12,Monthly,Stock_Purchase,Female,19-Jan-1984,Married,6,,117,226.32,2,Savings,EcoCash,Mashonaland_West ZRM7482,0,2025-05-28,2025-06-16,2025-07-28,2027-06-06,3287.84,121.54,24,Monthly,Equipment,Male,14-Jul-1980,Married,6,Retail_Trade,33,417.91,0,Guarantor,EcoCash,Mashonaland_West SJK5331,1,2025-11-23,2025-12-06,2026-01-08,2027-05-30,6777.75,14.73,18,Monthly,Working_Capital,Male,22-Jun-1990,Married,0,Healthcare,47,890.11,1,None,EcoCash,Mashonaland_Central GUB3614,4,2025-02-04,2025-02-17,2025-03-18,2026-02-12,3201.73,13.0,12,Monthly,Vehicle,Male,06-Feb-1977,Single,4,Agriculture,102,258.11,1,None,EcoCash,Manicaland NTC7862,5,2025-03-12,2025-03-26,2025-05-09,2025-05-25,323.52,160.4,2,Bi-Weekly,Rent,Male,27-Aug-1977,Single,3,Informal_Sector,21,178.36,4,Guarantor,OneMoney,Harare ICO2684,1,2026-02-07,2026-02-14,2026-03-24,2027-08-08,7755.93,11.99,18,Monthly,Stock_Purchase,Female,12-Nov-1993,Single,2,Retail_Trade,113,408.27,0,Property,Bank_Transfer,Harare MVW8128,0,2025-04-30,2025-05-08,2025-06-05,2025-11-04,4364.2,88.52,6,Bi-Weekly,,Male,28-Feb-1970,Married,5,Finance,110,1763.46,0,Property,EcoCash,Harare BDS8123,2,2024-12-25,2025-01-10,2025-02-22,2026-01-05,3128.93,13.46,12,Monthly,Farming_Inputs,Female,05-Aug-1996,,6,Retail_Trade,43,367.27,1,Property,Bank_Transfer,Matabeleland_South YVT3141,0,2025-02-22,2025-02-28,2025-03-28,2026-02-23,3375.08,15.54,12,Monthly,Equipment,Male,08-Jul-1963,Married,4,Mining,66,1566.99,2,Savings,Bank_Transfer,Mashonaland_East RGI2704,3,2025-01-16,2025-02-01,2025-03-14,2026-01-27,680.99,89.43,12,Monthly,Personal,Female,18-Mar-1961,Widowed,3,Agriculture,,203.78,5,Guarantor,InnBucks,Bulawayo HTP8585,0,2025-09-19,2025-09-21,2025-10-28,2026-03-20,684.17,118.0,6,Monthly,Personal,Male,23-May-1987,Married,1,Agriculture,149,177.61,0,None,Bank_Transfer,Bulawayo HZU3585,1,2025-01-28,2025-02-01,2025-02-27,2025-07-31,3983.94,117.86,6,Monthly,Working_Capital,Male,28-Nov-1993,Single,5,,33,401.47,3,None,Bank_Transfer,Masvingo XSF9432,2,2025-08-25,2025-08-30,2025-09-28,2026-08-25,4396.81,12.76,12,Bi-Weekly,Farming_Inputs,Female,13-Mar-1979,Single,5,Manufacturing,26,249.19,1,None,EcoCash,Midlands NGC0638,1,2025-09-04,2025-09-20,2025-10-18,2026-03-19,3403.03,107.99,6,Monthly,Equipment,Male,14-Feb-1969,Married,2,,46,171.09,1,,Cash,Mashonaland_Central DZE7578,1,2025-12-17,2025-12-20,2026-02-02,2026-12-15,35024.78,154.44,12,Monthly,Business_Expansion,Male,08-Apr-1972,Divorced,2,NGO,26,1648.95,0,Guarantor,Bank_Transfer,Harare YDC3343,2,2025-12-27,2026-01-05,2026-02-18,2027-06-29,2327.86,100.82,18,Monthly,Livestock,Male,11-Apr-1981,Divorced,8,Informal_Sector,,222.09,0,Livestock,EcoCash,Mashonaland_East FDG5520,0,2024-12-24,2025-01-05,2025-02-06,2026-06-29,907.3,154.07,18,Monthly,Wedding,Female,08-Jun-1983,Divorced,5,Agriculture,67,229.72,0,None,Cash,Manicaland VEP9395,3,2025-06-04,2025-06-11,2025-07-16,2027-06-01,479.15,13.84,24,Monthly,School_Fees,Male,20-Sep-1972,Married,4,Agriculture,119,144.43,1,None,EcoCash,Bulawayo GGK4791,0,2025-07-24,2025-07-29,2025-08-26,2026-07-24,4919.38,17.69,12,Monthly,Debt_Consolidation,Female,01-Jul-1991,Single,0,Government,95,690.63,3,Vehicle,InnBucks,Harare WZS8541,0,2025-07-28,2025-08-01,2025-08-28,2027-01-23,1379.95,17.66,18,Monthly,Home_Improvement,Male,31-Oct-1972,Married,4,Education,101,372.88,1,,Cash,Mashonaland_East QHX3936,2,2025-11-27,2025-12-02,2026-01-09,2026-05-31,4298.25,13.09,6,Monthly,Farming_Inputs,Male,16-Mar-1994,Married,,Retail_Trade,27,827.2,5,Livestock,OneMoney,Manicaland QDG4818,2,2025-01-27,2025-02-09,2025-03-23,2026-08-03,2691.81,90.76,18,Monthly,Farming_Inputs,Male,09-Sep-1995,Single,4,Informal_Sector,43,383.98,0,None,Cash,Bulawayo ZUQ7887,5,2025-11-10,2025-11-30,2026-01-12,2026-05-29,1208.77,142.42,6,Bi-Weekly,Funeral,Female,28-Aug-1971,Married,4,Construction,39,568.28,1,Guarantor,EcoCash,Mashonaland_West AGY1309,4,2026-02-16,2026-02-26,2026-03-28,2027-08-20,10764.1,18.88,18,Monthly,Home_Improvement,Male,15-Oct-1996,Married,1,Construction,65,620.4,2,None,EcoCash,Midlands UVW4100,1,2024-12-18,2025-01-03,2025-02-13,2026-12-24,5048.52,14.29,24,Monthly,Equipment,Female,26-Dec-1982,Widowed,4,Informal_Sector,29,329.35,2,Property,EcoCash,Harare BWN9219,1,2025-08-28,2025-09-14,2025-10-26,2027-09-04,4069.5,106.46,24,Bi-Weekly,Business_Expansion,Male,21-Jul-1972,Married,3,Informal_Sector,,198.19,2,None,InnBucks,Masvingo FHL4572,0,2025-10-06,2025-10-20,2025-11-18,2027-04-13,2335.71,134.13,18,Monthly,School_Fees,Male,19-Oct-1994,Divorced,3,Retail_Trade,13,249.16,4,,Cash,Harare HWT7241,0,2025-04-04,2025-04-12,2025-05-18,2025-10-09,1119.55,162.7,6,Monthly,Farming_Inputs,Male,12-Aug-1989,Single,4,Government,61,280.42,1,Savings,EcoCash,Harare UOV5896,3,2025-07-28,2025-08-15,2025-09-26,2027-08-05,1196.51,15.61,24,Monthly,Personal,Male,07-Jan-2000,Divorced,3,Transport,27,311.27,1,None,Bank_Transfer,Harare RMW6133,3,2025-02-01,2025-02-14,2025-03-28,2026-08-08,2050.08,14.04,18,Monthly,Personal,Male,10-Dec-2005,Single,1,Agriculture,8,430.19,0,Savings,Bank_Transfer,Harare QXR6850,3,2025-07-13,2025-07-30,2025-08-28,2027-01-21,1165.88,13.66,18,Monthly,Debt_Consolidation,Male,02-Aug-1992,Married,4,Government,106,498.36,3,Guarantor,Bank_Transfer,Mashonaland_East YFQ4304,3,2026-01-10,2026-01-16,2026-02-17,2028-01-06,1343.91,15.21,24,Monthly,Debt_Consolidation,Female,25-Jul-2005,Single,2,Government,32,525.64,6,Savings,EcoCash,Harare BYG6143,4,2025-06-26,2025-07-15,2025-08-16,2028-06-29,13466.32,14.38,36,Monthly,Home_Improvement,Male,26-Sep-1981,Married,1,Healthcare,25,754.53,3,Savings,InnBucks,Manicaland UCW0671,2,2025-01-21,2025-01-26,2025-03-06,2025-10-23,962.71,77.59,9,Monthly,,Female,07-Oct-1980,Divorced,3,,,272.49,1,None,Bank_Transfer,Mashonaland_East QDL1220,2,2025-12-31,2026-01-12,2026-02-17,2027-07-06,3905.29,15.1,18,Monthly,Farming_Inputs,Female,26-Jul-1972,Married,2,Government,58,574.0,3,None,InnBucks,Mashonaland_Central RPC9516,0,2025-12-10,2025-12-28,2026-02-05,2026-12-23,5013.55,139.75,12,Monthly,Working_Capital,Female,15-Jun-2006,Divorced,2,Mining,14,775.57,0,,EcoCash,Harare LIX2357,1,2026-01-17,2026-02-04,2026-03-05,2027-01-30,860.09,120.55,12,Bi-Weekly,Business_Expansion,Male,10-May-1981,Divorced,7,Agriculture,122,71.95,4,Savings,Bank_Transfer,Harare ARW4463,3,2025-07-23,2025-08-10,2025-09-09,2027-02-01,927.51,82.39,18,Monthly,Personal,Male,24-Dec-2003,Single,1,Informal_Sector,15,,4,None,EcoCash,Mashonaland_East NER5135,0,2025-04-24,2025-04-28,2025-06-03,2026-04-23,1117.84,125.27,12,Monthly,Equipment,Male,24-Sep-1991,,6,,110,376.16,3,Livestock,EcoCash,Mashonaland_East TIT4262,0,2025-06-23,2025-07-13,2025-08-16,2027-07-03,5318.42,16.58,24,Bi-Weekly,,Male,23-Dec-1969,Married,2,Construction,97,544.77,4,Savings,InnBucks,Masvingo KOP8740,3,2025-03-05,2025-03-12,2025-04-09,2025-09-08,3362.29,18.35,6,Monthly,School_Fees,Male,29-May-2006,Single,2,Manufacturing,11,683.11,0,Guarantor,Bank_Transfer,Matabeleland_North ENR5341,3,2025-02-13,2025-03-02,2025-03-28,2027-02-20,459.68,15.17,24,Monthly,Rent,Male,08-Jun-1995,Married,1,Informal_Sector,38,114.11,1,Property,EcoCash,Bulawayo SVI1672,0,2025-06-22,2025-07-01,2025-08-09,2025-12-28,872.43,15.96,6,Monthly,Equipment,Female,12-Mar-1998,Married,5,Agriculture,20,300.8,0,,EcoCash,Harare NJA0713,1,2025-02-14,2025-02-22,2025-03-28,2026-02-17,9791.06,94.39,12,Monthly,Working_Capital,Female,12-Nov-1968,Divorced,4,Government,145,499.34,3,Property,Bank_Transfer,Harare CZY8688,0,2025-02-12,2025-02-26,2025-03-28,2025-05-27,6650.26,13.59,3,Monthly,Vehicle,Male,08-May-1965,Divorced,3,Telecom,47,1369.5,1,None,EcoCash,Mashonaland_West FMS2015,3,2025-11-12,2025-11-20,2025-12-19,2026-11-15,2696.81,13.36,12,Monthly,Debt_Consolidation,Male,22-Jul-2004,Single,,Government,47,735.8,0,Savings,OneMoney,Harare QHK0296,1,2026-02-11,2026-02-25,2026-03-24,2027-02-20,40525.54,113.71,12,Monthly,Working_Capital,Male,06-Jan-1966,Married,5,Finance,109,2176.81,3,Livestock,Bank_Transfer,Harare TIB0285,2,2025-09-17,2025-10-02,2025-10-28,2027-03-26,2621.91,113.61,18,Monthly,Farming_Inputs,Female,03-Sep-1984,Married,5,Government,120,600.14,2,Livestock,Bank_Transfer,Harare KWF8147,3,2026-01-30,2026-02-12,2026-03-19,2027-02-07,2262.31,16.94,12,Monthly,Rent,Male,18-Feb-1997,Married,6,Informal_Sector,29,515.2,1,Guarantor,Cash,Masvingo MKT7416,2,2025-01-17,2025-01-20,2025-03-04,2026-07-14,3356.53,101.65,18,Monthly,Equipment,Male,17-Oct-1981,Divorced,4,Agriculture,53,,0,Livestock,OneMoney,Bulawayo BAS7787,4,2026-02-01,2026-02-07,2026-03-21,2029-01-22,809.31,14.59,36,Monthly,Home_Improvement,Male,03-Feb-1989,Single,1,Agriculture,43,64.0,1,,EcoCash,Harare WBA8393,0,2026-02-18,2026-02-22,2026-03-21,2028-02-12,1141.09,122.19,24,Bi-Weekly,Business_Expansion,Male,18-Aug-1967,Divorced,3,Education,55,361.98,1,None,Bank_Transfer,Harare BPN3486,5,2025-11-11,2025-11-16,2025-12-18,2026-05-15,929.17,126.86,6,Weekly,Funeral,Female,25-Dec-1988,Married,4,Transport,27,570.33,0,Livestock,Cash,Mashonaland_Central HMG0854,1,2025-02-12,2025-03-02,2025-04-03,2025-08-29,9311.46,111.71,6,Bi-Weekly,Equipment,Male,20-Mar-2004,Single,0,Informal_Sector,22,437.96,1,Vehicle,EcoCash,Bulawayo BZA4231,4,2025-01-18,2025-01-28,2025-03-13,2027-01-18,2441.31,15.18,24,Monthly,Equipment,Female,12-Jun-1976,Married,1,Agriculture,92,119.12,0,Savings,EcoCash,Mashonaland_Central OPQ4102,0,2025-09-21,2025-09-26,2025-11-02,2027-03-20,176.5,110.63,18,Monthly,Business_Expansion,Male,01-May-1980,Married,3,Informal_Sector,43,70.86,2,None,Bank_Transfer,Manicaland LUR4054,3,2025-06-25,2025-07-09,2025-08-18,2027-06-29,303.37,77.9,24,Bi-Weekly,Medical,Female,27-Jun-1965,Married,1,Education,48,284.82,2,Guarantor,Bank_Transfer,Bulawayo UKX7997,3,2025-08-31,2025-09-15,2025-10-20,2026-09-10,1356.94,17.68,12,Monthly,Medical,Male,28-Jan-1999,Married,5,Education,21,406.69,6,Savings,Bank_Transfer,Midlands BAT8245,0,2025-03-26,2025-03-30,2025-05-10,2026-03-25,549.4,17.34,12,Weekly,Equipment,Female,19-Oct-2004,Single,2,Informal_Sector,10,108.36,0,Vehicle,EcoCash,Mashonaland_West GUE9488,2,2025-11-27,2025-11-28,2025-12-26,2026-11-23,5846.85,123.8,12,Monthly,Livestock,Male,20-Jul-1998,Divorced,2,Informal_Sector,28,,2,Livestock,,Matabeleland_South DNG9558,5,2025-07-17,2025-07-18,2025-08-12,2025-08-17,162.69,182.53,1,Weekly,Funeral,Female,24-Mar-2000,Widowed,5,Retail_Trade,17,117.57,1,Guarantor,Cash,Bulawayo NEP1395,0,2025-02-25,2025-03-06,2025-04-04,2026-08-28,9397.37,144.13,18,Monthly,Wedding,Female,29-Nov-1966,Married,7,Finance,165,2086.86,1,Savings,Cash,Mashonaland_West YFU0433,3,2025-12-12,2025-12-25,2026-02-07,2027-12-15,731.03,13.95,24,Monthly,School_Fees,Male,30-Jan-1970,Married,0,Informal_Sector,42,191.3,2,Guarantor,Bank_Transfer,Harare OWG0002,4,2024-12-24,2025-01-01,2025-02-04,2027-12-17,18734.64,18.25,36,Bi-Weekly,Equipment,Female,25-Nov-1968,Single,5,Telecom,,1253.5,0,Guarantor,OneMoney,Harare XYQ1238,0,2025-01-30,2025-02-05,2025-03-11,2026-01-31,1251.55,17.93,12,Monthly,Wedding,Male,23-May-1990,Divorced,3,Education,52,340.33,0,Property,EcoCash,Harare MTZ3600,1,2025-07-12,2025-07-14,2025-08-11,2027-07-04,6464.16,134.43,24,Monthly,Business_Expansion,Female,12-May-1985,Divorced,6,Government,95,387.56,5,Property,EcoCash,Harare LUB2819,0,2025-03-31,2025-04-06,2025-05-05,2027-03-27,899.23,,24,Monthly,Business_Expansion,Male,24-Nov-1984,Divorced,5,Informal_Sector,13,230.81,2,None,Bank_Transfer,Mashonaland_Central XYG6240,4,2025-06-06,2025-06-16,2025-07-12,2028-05-31,3914.12,18.76,36,Monthly,Vehicle,Male,15-Sep-1973,Widowed,,Informal_Sector,13,158.89,2,Livestock,EcoCash,Matabeleland_South BYU2818,0,2025-07-15,2025-07-29,2025-08-28,2025-10-27,6131.5,107.96,3,Weekly,Debt_Consolidation,Male,18-Oct-1987,Married,2,NGO,74,831.55,1,Property,EcoCash,Harare YNE0190,4,2025-12-07,2025-12-08,2026-01-11,2028-11-22,8574.74,20.76,36,Monthly,Vehicle,Male,13-Dec-1995,Married,2,Retail_Trade,37,,1,Livestock,EcoCash,Bulawayo XPB8615,1,2025-02-07,2025-02-25,2025-04-10,2026-08-19,13876.7,96.84,18,Monthly,Working_Capital,Female,11-Sep-1966,Widowed,1,Mining,79,803.69,0,Guarantor,EcoCash,Harare ANV7632,4,2025-01-06,2025-01-25,2025-02-28,2029-01-04,12720.9,19.04,48,Monthly,Vehicle,,01-Aug-1973,Married,1,Government,23,605.79,6,Vehicle,Cash,Harare UBK9497,1,2025-05-09,2025-05-20,2025-06-21,2027-05-10,8303.52,13.75,24,Monthly,Business_Expansion,Female,23-Dec-1996,Married,0,Transport,26,802.79,2,Property,Cash,Manicaland QRB7048,2,2025-12-26,2026-01-11,2026-02-08,2027-07-05,2371.6,95.13,18,Weekly,Farming_Inputs,Male,19-Nov-1996,Married,4,Manufacturing,,337.64,3,Livestock,InnBucks,Harare SUJ0543,2,2026-01-23,2026-02-06,2026-03-19,2027-02-01,999.21,14.5,12,Monthly,Equipment,Female,04-May-2004,Single,0,Agriculture,6,170.5,2,None,Bank_Transfer,Harare OUY4612,5,2025-01-21,2025-02-08,2025-03-05,2025-03-10,257.18,177.7,1,Weekly,Rent,Female,24-Dec-1997,Married,4,Informal_Sector,24,169.03,0,None,Cash,Manicaland CEY1822,3,2025-06-20,2025-07-09,2025-08-23,2027-06-29,2069.79,,24,Bi-Weekly,Medical,Male,05-Feb-1985,Widowed,0,Education,60,685.71,3,Vehicle,EcoCash,Manicaland BAU8123,3,2025-02-18,2025-02-26,2025-04-11,2025-08-25,271.89,16.14,6,Monthly,Debt_Consolidation,Female,06-Dec-1997,Married,0,Informal_Sector,33,174.75,1,Savings,EcoCash,Midlands IJY1244,1,2025-05-11,2025-05-26,2025-06-25,2028-05-10,5392.14,122.63,36,Monthly,Business_Expansion,Male,13-Aug-1995,Divorced,1,Healthcare,33,637.55,0,None,Cash,Manicaland JAL3784,5,2025-05-16,2025-05-20,2025-07-02,2025-08-18,1365.8,21.04,3,Weekly,Medical,Male,26-May-1995,Married,3,Manufacturing,56,825.6,3,Guarantor,EcoCash,Mashonaland_East NMJ4281,0,2025-04-18,2025-05-02,2025-05-28,2027-04-22,1152.95,156.43,24,Bi-Weekly,School_Fees,Male,05-Dec-1967,Married,1,Agriculture,109,219.98,1,None,Cash,Mashonaland_West MEE9328,2,2025-11-24,2025-12-03,2026-01-03,2027-05-27,7537.53,73.25,18,Monthly,Farming_Inputs,Male,22-Jun-2006,Single,0,Finance,13,897.86,1,Livestock,EcoCash,Manicaland WJK2404,4,2025-01-16,2025-01-26,2025-03-11,2026-01-21,8938.0,14.98,12,Monthly,Home_Improvement,Female,21-Dec-1980,Married,6,Construction,23,520.48,0,None,Cash,Matabeleland_North AKW2898,1,2025-12-20,2025-12-22,2026-01-17,2026-12-17,2203.71,103.31,12,Monthly,Working_Capital,Male,02-Jun-2003,Single,2,Transport,11,356.82,5,Property,EcoCash,Mashonaland_East RDN5018,2,2025-04-28,2025-05-06,2025-06-20,2027-04-26,5492.36,13.18,24,Monthly,Equipment,Male,23-Dec-1997,Divorced,3,Government,20,381.99,3,Livestock,EcoCash,Midlands YDN6409,0,2025-01-18,2025-01-26,2025-03-10,2026-01-21,2332.6,18.2,12,Monthly,School_Fees,Male,11-Nov-2006,Single,0,Informal_Sector,5,,5,None,EcoCash,Manicaland HYA0471,5,2025-03-10,2025-03-23,2025-04-17,2025-04-22,648.97,183.06,1,Weekly,Medical,,14-Jun-1991,Single,4,Transport,79,885.46,0,None,Bank_Transfer,Mashonaland_Central KAZ7187,2,2026-01-12,2026-01-15,2026-02-13,2028-01-05,5237.28,90.99,24,Monthly,Livestock,Female,14-Nov-1990,Married,2,Mining,39,1286.62,0,Property,Bank_Transfer,Bulawayo TYM3126,1,2025-10-08,2025-10-16,2025-11-25,2026-10-11,3892.83,15.26,12,Monthly,Stock_Purchase,Male,17-Feb-1961,Married,2,Agriculture,78,236.45,1,Guarantor,Cash,Mashonaland_Central KOA5634,1,2025-04-28,2025-05-18,2025-07-02,2025-11-14,40181.44,96.64,6,Monthly,Working_Capital,Male,09-Feb-2000,Divorced,1,NGO,3,1846.58,0,Vehicle,Cash,Manicaland EMR5325,1,2025-02-09,2025-02-23,2025-03-28,2027-02-13,1041.93,14.98,24,Monthly,Working_Capital,Male,18-Jul-1995,Divorced,2,Informal_Sector,14,105.73,3,Vehicle,InnBucks,Manicaland PFV6163,2,2025-08-04,2025-08-16,2025-09-28,2026-08-11,4167.47,74.94,12,Monthly,Livestock,Male,12-Oct-1996,Married,2,Agriculture,64,468.52,2,Property,EcoCash,Manicaland UNY3920,4,2025-05-02,2025-05-11,2025-06-21,2026-05-06,12579.5,78.58,12,Monthly,Home_Improvement,Female,02-Sep-1964,Divorced,3,Government,51,455.73,0,Savings,EcoCash,Harare KUT6020,4,2025-10-02,2025-10-09,2025-11-18,2028-09-23,11892.24,15.93,36,Monthly,Home_Improvement,Male,01-Aug-1971,Married,3,Retail_Trade,82,675.65,2,Property,EcoCash,Midlands LJG4273,2,2025-12-12,2025-12-27,2026-01-28,2027-06-20,2025.23,111.04,18,Weekly,Working_Capital,Female,03-May-1959,Married,5,Agriculture,50,357.37,0,Property,EcoCash,Harare SDC1469,3,2024-12-26,2025-01-10,2025-02-24,2026-07-04,4836.59,16.18,18,Monthly,Debt_Consolidation,Female,16-Dec-1981,Divorced,3,Mining,119,1076.55,3,Guarantor,EcoCash,Matabeleland_South CMU0635,2,2025-02-26,2025-02-27,2025-04-13,2027-02-17,2004.47,12.17,24,Monthly,Farming_Inputs,Female,02-Mar-1998,Single,2,Informal_Sector,25,232.74,2,Vehicle,InnBucks,Bulawayo OSN6352,4,2025-04-25,2025-04-26,2025-05-21,2026-04-21,10581.58,14.79,12,Bi-Weekly,Home_Improvement,Male,12-Dec-1978,Divorced,2,Manufacturing,55,,5,,OneMoney,Harare TME9410,3,2025-09-19,2025-09-22,2025-11-04,2027-03-16,1035.99,19.62,18,Weekly,Personal,Male,06-Apr-1975,Married,0,Informal_Sector,,310.64,6,None,EcoCash,Mashonaland_West WDI8148,0,2025-06-02,2025-06-20,2025-07-24,2025-12-17,7774.42,139.9,6,Monthly,Funeral,Female,21-Jun-1984,Married,6,NGO,141,1569.52,1,Vehicle,EcoCash,Manicaland PPQ8383,2,2025-06-10,2025-06-11,2025-07-21,2027-06-01,8780.7,131.26,24,Bi-Weekly,Livestock,Male,11-Apr-2007,Married,0,Telecom,7,1104.98,7,Guarantor,EcoCash,Mashonaland_Central HXN4016,1,2025-08-03,2025-08-18,2025-09-28,2027-08-08,2682.73,96.7,24,Monthly,Business_Expansion,Female,07-Dec-1994,Divorced,3,Agriculture,42,197.0,2,None,Bank_Transfer,Manicaland EPG2440,0,2025-05-02,2025-05-13,2025-06-09,2025-11-09,2453.89,125.5,6,Monthly,Equipment,Male,12-Sep-1999,Married,2,Informal_Sector,,447.96,0,None,EcoCash,Masvingo DFC0443,3,2025-05-22,2025-06-07,2025-07-03,2026-06-02,491.56,14.54,12,Monthly,Medical,Female,31-Oct-1990,Single,3,Agriculture,37,230.4,8,None,EcoCash,Bulawayo NQL4457,2,2025-04-20,2025-05-05,2025-06-17,2026-04-30,2177.23,101.29,12,Monthly,Livestock,Male,05-Nov-1981,Married,5,Manufacturing,166,285.04,0,None,Bank_Transfer,Harare