Family,Subfamily,Tribe,Genus,Species,Mass_ID,Species_full,Total_eggs,In_eggs,Out_eggs,Prop_in_eggs,Prop_out_eggs,Optimal,Differential,Avg_diam,Avg_distance,SD_distance,Min_distance,Max_distance,Agg_index,Mass_peri,Total_area,AP_Ratio,Circularity,Mass_area,Gap_area,Density_index,Observer,Source
Pentatomidae,Pentatominae,Nezarini,Chinavia,hilaris,Chilaris_01,Chinavia_hilaris,21,6,15,0.285714286,0.714285714,0.380952381,-0.095238095,40.571,47.703,9.671,37.537,68.648,0.85,888.731,31785,35.76447767,0.505698216,26195,5590,0.824130879,EGG,http://entnemdept.ufl.edu/creatures/veg/bean/green_stink_bug.htm
Pentatomidae,Pentatominae,Nezarini,Chinavia,hilaris,Chilaris_02,Chinavia_hilaris,34,12,22,0.352941176,0.647058824,0.470588235,-0.117647059,37.176,40.14,7.865,33.504,91.392,0.93,1193.778,42056,35.22933075,0.370843512,36023,6033,0.856548412,EGG,http://entnemdept.ufl.edu/creatures/veg/bean/green_stink_bug.htm
Pentatomidae,Pentatominae,Nezarini,Chinavia,hilaris,Chilaris_03,Chinavia_hilaris,28,11,17,0.392857143,0.607142857,0.428571429,-0.035714286,69.143,75.282,13.649,62.677,112.087,0.92,1650.955,116474,70.54946985,0.536992701,101331,15143,0.869988152,EGG,https://bugguide.net/node/view/1770321/bgpage
Pentatomidae,Pentatominae,Nezarini,Chinavia,impicticornis,Cimpicticornis_416,Chinavia_impicticornis,13,0,13,0,1,0.230769231,-0.230769231,564,646.149,150.662,513.778,1037.79,0.87,14443.07,3079641,213.2262047,0.185520081,2894773,184868,0.939970925,EGG,Laumann
Pentatomidae,Pentatominae,Nezarini,Chinavia,impicticornis,Cimpicticornis_434,Chinavia_impicticornis,11,2,9,0.181818182,0.818181818,0.181818182,0,418.3636,453.4085,80.373,388.161,667.444,0.92,6723.03,1605146,238.7533597,0.44626652,1455277,149869,0.906632169,EGG,Laumann
Pentatomidae,Pentatominae,Nezarini,Chinavia,impicticornis,Cimpicticornis_643,Chinavia_impicticornis,10,1,9,0.1,0.9,0.2,-0.1,512.9,579.562,116.1028,479.266,840.8091,0.88,8463.9669,2222637,262.5999164,0.389879581,2005743,216894,0.902415914,EGG,Laumann
Pentatomidae,Pentatominae,Nezarini,Chinavia,impicticornis,Cimpicticornis_737,Chinavia_impicticornis,14,0,14,0,1,0.285714286,-0.285714286,509.64286,564.576,102.3727,471.00955,820.975,0.9,11930.5507,3018647,253.018245,0.266502454,2768133,250514,0.917011164,EGG,Laumann
Pentatomidae,Pentatominae,Nezarini,Chinavia,impicticornis,Cimpicticornis_748,Chinavia_impicticornis,13,2,11,0.153846154,0.846153846,0.230769231,-0.076923077,532.2307,551.814,87.319,494.191,869.5159,0.96,9525.261,3001148,315.0725214,0.415665048,2754001,247147,0.91764918,EGG,Laumann
Pentatomidae,Pentatominae,Nezarini,Chlorochroa,ligata,Cligata_01,Chlorochroa_ligata,28,10,18,0.357142857,0.642857143,0.428571429,-0.071428572,94.786,93.801,8.562,86.163,150.416,1.01,2497.849,209536,83.88657601,0.42202303,189106,20430,0.902498855,EGG,https://www.growweedeasy.com/cannabis-plant-problems/stink-bug
Pentatomidae,Pentatominae,Nezarini,Chlorochroa,ligata,Cligata_02,Chlorochroa_ligata,41,17,24,0.414634146,0.585365854,0.512195122,-0.097560976,35.585,40.103,7.2,29.153,57.088,0.89,1136.951,44909,39.4995035,0.436575895,39282,5627,0.874702176,EGG,http://www.austinbug.com/survey/2013/survey3-28-2013.html
Pentatomidae,Pentatominae,Nezarini,Chlorochroa,ligata,Cligata_03,Chlorochroa_ligata,22,7,15,0.318181818,0.681818182,0.363636364,-0.045454546,99.802,102.724,15.951,77.389,166.087,0.97,2279.868,181605,79.65592745,0.439054325,157977,23628,0.86989345,EGG,https://elp.tamu.edu/ipm/bugs/hemiptera-heteroptera-pentatomidae-chlorochroa-ligata-conchuela-bug-eggs-a/
Pentatomidae,Pentatominae,Nezarini,Chlorochroa,ligata,Cligata_04,Chlorochroa_ligata,25,8,17,0.32,0.68,0.4,-0.08,75.24,77.247,11.438,68.964,145.602,0.97,1999.352,118079,59.058635,0.371196615,107445,10634,0.909941649,EGG,https://www.northeastipm.org/neipm/assets/File/BMSB-Resources/BMSB-Biocontrol-Workshop-Jun-2014/Eggs-of-Pentatomidae-Found-in-the-Eastern-USA-Dieckhoff.pdf
Pentatomidae,Pentatominae,Rhynchocorini,Cuspicona,simplex,Csimplex_018,Cuspicona_simplex,13,2,11,0.153846154,0.846153846,0.230769231,-0.076923077,104.769,118.2418,21.5194,97.94386,166.012,0.89,1959.1484,122291,62.42048841,0.400377527,109223,13068,0.893140133,EGG,Saunders
Pentatomidae,Pentatominae,Rhynchocorini,Cuspicona,simplex,Csimplex_052,Cuspicona_simplex,12,1,11,0.083333333,0.916666667,0.25,-0.166666667,95,103.4197,18.556,90.0499,150.2065,0.92,1689.9794,91562,54.17935864,0.402867574,83468,8094,0.911600882,EGG,Saunders
Pentatomidae,Pentatominae,Rhynchocorini,Cuspicona,simplex,Csimplex_058,Cuspicona_simplex,11,2,9,0.181818182,0.818181818,0.181818182,0,104.909,113.9511,20.7995,99.36297,172.742,0.92,1570.511,101555,64.66366679,0.517403318,91834,9721,0.90427847,EGG,Saunders
Pentatomidae,Pentatominae,Rhynchocorini,Cuspicona,simplex,Csimplex_084,Cuspicona_simplex,14,3,11,0.214285714,0.785714286,0.285714286,-0.071428572,96.5,119.35625,31.13996,90.44888,220.036,0.81,1705.7428,119555,70.08969934,0.516357529,99278,20277,0.830396052,EGG,Saunders
Pentatomidae,Pentatominae,Rhynchocorini,Cuspicona,simplex,Csimplex_099,Cuspicona_simplex,14,2,12,0.142857143,0.857142857,0.25,-0.107142857,103.714,115.03489,24.6773,95.4253,179.01117,0.9,2101.313,125298,59.62843232,0.356592749,113743,11555,0.907779853,EGG,Saunders
Pentatomidae,Pentatominae,Carpocorini,Dichelops,furcatus,Dfurcatus_01,Dichelops_furcatus,14,0,14,0,1,0.285714286,-0.285714286,71.5,67.949,4.806,61.131,82.608,1.05,1433.858,56204,39.19774483,0.343530105,52172,4032,0.928261334,EGG,Project outline
Pentatomidae,Pentatominae,Carpocorini,Dichelops,furcatus,Dfurcatus_02,Dichelops_furcatus,12,3,9,0.25,0.75,0.25,0,64.917,64.564,1.764,60.008,66.573,1.01,980.125,41680,42.52518811,0.545223593,38544,3136,0.924760077,EGG,Project outline
Pentatomidae,Pentatominae,Carpocorini,Dichelops,furcatus,Dfurcatus_03,Dichelops_furcatus,12,2,10,0.166666667,0.833333333,0.25,-0.083333333,67.5,63.848,2.054,60.541,68.411,1.06,1020.583,42055,41.20683962,0.507377076,40128,1927,0.954179051,EGG,Project outline
Pentatomidae,Edessinae,Edessini,Edessa,meditabunda,Emeditabunda_01,Edessa_meditabunda,14,0,14,0,1,0.285714286,-0.285714286,69.5,69.675,12.035,61.553,111.86,1,1542.852,52744,34.18603988,0.278441773,49647,3097,0.941282421,EGG,https://beetlesinthebush.com/page/41/
Pentatomidae,Edessinae,Edessini,Edessa,meditabunda,Emeditabunda_02,Edessa_meditabunda,14,0,14,0,1,0.285714286,-0.285714286,39,39.9722,2.2279,26.0555,45.3486,0.98,853.0966,16775,19.66365825,0.289651626,15918,857,0.948912072,EGG,https://bioone.org/journals/florida-entomologist/volume-97/issue-1/024.097.0139/Behavior-of-First-Instar-Nymphs-of-Edessa-meditabunda-F-Hemiptera/10.1653/024.097.0139.full
Pentatomidae,Edessinae,Edessini,Edessa,meditabunda,Emeditabunda_03,Edessa_meditabunda,13,0,13,0,1,0.230769231,-0.230769231,109.036,107.724,15.599,94.021,152.712,1.01,2159.365,115379,53.4319117,0.310945674,107873,7506,0.934944834,EGG,https://beetlesinthebush.com/tag/stink-bugs/
Pentatomidae,Pentatominae,Carpocorini,Euschistus,conspersus,Econspersus_01,Euschistus_conspersus,14,3,11,0.214285714,0.785714286,0.285714286,-0.071428572,156.7857,164.4945,22.9331,149.0939,239.2655,0.95,3169.571,279714,88.24979784,0.349883207,260680,19034,0.931951922,EGG,Abram
Pentatomidae,Pentatominae,Carpocorini,Euschistus,conspersus,Econspersus_02,Euschistus_conspersus,14,4,10,0.285714286,0.714285714,0.285714286,0,154.5,153.1029,4.334,145.907,169.4462,1.01,2459.5527,276797,112.5395687,0.574988261,256462,20335,0.926534608,EGG,Abram
Pentatomidae,Pentatominae,Carpocorini,Euschistus,conspersus,Econspersus_03,Euschistus_conspersus,14,3,11,0.214285714,0.785714286,0.285714286,-0.071428572,314.2143,320.7816,61.1324,282.3968,522.56,0.979527192,5317.77,1112068,209.122997,0.494176522,1022104,89964,0.919102069,EGG,Abram
Pentatomidae,Pentatominae,Carpocorini,Euschistus,conspersus,Econspersus_04,Euschistus_conspersus,14,3,11,0.214285714,0.785714286,0.285714286,-0.071428572,309.9286,337.2452,60.6294,288.1406,494.434,0.919000775,5187.8015,1177412,226.9577971,0.54975808,1030157,147255,0.874933328,EGG,Abram
Pentatomidae,Pentatominae,Carpocorini,Euschistus,conspersus,Econspersus_05,Euschistus_conspersus,14,4,10,0.285714286,0.714285714,0.285714286,0,310,306.9247,13.8146,284.763,350.705,1.010019721,5087.7565,1092192,214.670651,0.530220139,1028633,63559,0.941806019,EGG,Abram
Pentatomidae,Pentatominae,Carpocorini,Euschistus,heros,Eheros_01,Euschistus_heros,13,0,13,0,1,0.230769231,-0.230769231,98.231,96.056,6.147,86.093,108.706,1.02,1929.159,103004,53.39321435,0.347798662,93468,9536,0.907421071,EGG,Project outline
Pentatomidae,Pentatominae,Carpocorini,Euschistus,heros,Eheros_02,Euschistus_heros,7,0,7,0,1,0.142857143,-0.142857143,43.857,48.502,11.884,41.189,80.849,0.9,682.244,11343,16.6260165,0.306237483,10338,1005,0.911399101,EGG,Project outline
Pentatomidae,Pentatominae,Carpocorini,Euschistus,heros,Eheros_03,Euschistus_heros,5,0,5,0,1,0,0,44.2,43.63,1.441,41.304,45.31,1.01,431.44,8200,19.00611904,0.5535832,7220,980,0.880487805,EGG,Project outline
Pentatomidae,Pentatominae,Carpocorini,Euschistus,heros,Eheros_420,Euschistus_heros,11,2,9,0.181818182,0.818181818,0.2,-0.018181818,393.2727,377.11485,10.7346,358.35178,400,1.04,5720.14686,1360284,237.8057825,0.522426376,1280247,80037,0.941161552,EGG,Laumann
Pentatomidae,Pentatominae,Carpocorini,Euschistus,heros,Eheros_904,Euschistus_heros,10,0,10,0,1,0.2,-0.2,498.8,477.52487,15.8467,457.1214,506.29635,1.04,7804.64,1982044,253.9571332,0.408900277,1851579,130465,0.934176537,EGG,Laumann
Pentatomidae,Pentatominae,Carpocorini,Euschistus,servus,Eservus_01,Euschistus_servus,14,2,12,0.142857143,0.857142857,0.285714286,-0.142857143,129.714,141.347,24.505,124.149,210.319,0.92,2704.538,201481,74.49738181,0.346144779,181420,20061,0.900432299,EGG,https://www.cirrusimage.com/bugs_stink_brown/
Pentatomidae,Pentatominae,Carpocorini,Euschistus,servus,Eservus_02,Euschistus_servus,41,19,22,0.463414634,0.536585366,0.512195122,-0.048780488,37.951,39.157,3.58,35.31,60.606,0.97,1175.344,51309,43.6544535,0.466738284,44985,6324,0.87674677,EGG,http://entnemdept.ufl.edu/creatures/veg/bean/brown_stink_bug.htm
Pentatomidae,Pentatominae,Carpocorini,Euschistus,servus,Eservus_03,Euschistus_servus,29,13,16,0.448275862,0.551724138,0.448275862,0,32.69,32.812,1.686,29.996,38.823,1,752.522,26114,34.70197549,0.579488553,23430,2684,0.897219882,EGG,http://entnemdept.ufl.edu/creatures/veg/bean/brown_stink_bug.htm
Pentatomidae,Pentatominae,Carpocorini,Euschistus,servus,Eservus_04,Euschistus_servus,56,30,26,0.535714286,0.464285714,0.571428571,-0.035714285,61.054,64.139,9.039,57.446,98.569,0.95,2216.456,181530,81.90101676,0.464344219,160216,21314,0.8825869,EGG,https://www.northeastipm.org/neipm/assets/File/BMSB-Resources/BMSB-Biocontrol-Workshop-Jun-2014/Eggs-of-Pentatomidae-Found-in-the-Eastern-USA-Dieckhoff.pdf
Pentatomidae,Pentatominae,Cappaeini,Halyomorpha,halys,Hhalys_01,Halyomorpha_halys,28,7,21,0.25,0.75,0.428571429,-0.178571429,53.75,60.521,12.35,49.564,98.789,0.89,1566.256,70069,44.73662032,0.358930437,61151,8918,0.872725456,EGG,https://bugguide.net/node/view/968037
Pentatomidae,Pentatominae,Cappaeini,Halyomorpha,halys,Hhalys_02,Halyomorpha_halys,28,11,17,0.392857143,0.607142857,0.428571429,-0.035714286,52.714,58.483,9.766,49.649,82.855,0.9,1350.245,70249,52.02685439,0.484200078,60563,9686,0.862119034,EGG,https://bugguide.net/node/view/435459
Pentatomidae,Pentatominae,Cappaeini,Halyomorpha,halys,Hhalys_03,Halyomorpha_halys,28,9,19,0.321428571,0.678571429,0.428571429,-0.107142858,37.786,41.409,6.973,34.059,61.522,0.91,1114.094,35292,31.67775789,0.357307773,30479,4813,0.863623484,EGG,https://commons.wikimedia.org/wiki/File:Halyomorpha_Halys.jpg
Pentatomidae,Pentatominae,Cappaeini,Halyomorpha,halys,Hhalys_05,Halyomorpha_halys,28,11,17,0.392857143,0.607142857,0.428571429,-0.035714286,31.036,36.247,7.457,28.134,57.467,0.86,797.15,25170,31.57498589,0.49775196,20698,4472,0.822328168,EGG,http://entnemdept.ufl.edu/creatures/veg/bean/brown_marmorated_stink_bug.htm
Pentatomidae,Pentatominae,Cappaeini,Halyomorpha,halys,Hhalys_06,Halyomorpha_halys,28,11,17,0.392857143,0.607142857,0.428571429,-0.035714286,67.571,77.053,13.932,63.64,110.168,0.88,1675.941,116364,69.43203848,0.52060826,97552,18812,0.83833488,EGG,https://www.cabi.org/projects/biological-control-of-brown-marmorated-stink-bug/
Pentatomidae,Pentatominae,Strachiini,Murgantia,histrionica,Mhistrionica_01,Murgantia_histrionica,12,0,12,0,1,0.25,-0.25,225.417,243.713,37.862,219.791,349.09,0.92,4220.481,520528,123.3338096,0.367223158,474476,46052,0.911528294,EGG,https://www.usgs.gov/media/images/murgantia-histrionica-eggs
Pentatomidae,Pentatominae,Strachiini,Murgantia,histrionica,Mhistrionica_02,Murgantia_histrionica,11,0,11,0,1,0.181818182,-0.181818182,37.636,38.503,2.796,30.873,44.408,0.98,655.646,12518,19.0926201,0.36593671,11816,702,0.943920754,EGG,https://earthwiseagriculture.net/monographs/harlequin-bug/
Pentatomidae,Pentatominae,Strachiini,Murgantia,histrionica,Mhistrionica_04,Murgantia_histrionica,12,0,12,0,1,0.25,-0.25,41.167,49.638,15.935,37.133,103.066,0.83,903.907,16899,18.69550739,0.259910228,15498,1401,0.917095686,EGG,https://www.researchgate.net/publication/237788411_Harlequin_Bug_Murgantia_histrionica_Hahn_Insecta_Hemiptera_Pentatomidae1/figures?lo=1
Pentatomidae,Pentatominae,Strachiini,Murgantia,histrionica,Mhistrionica_05,Murgantia_histrionica,11,0,11,0,1,0.181818182,-0.181818182,80.545,81.369,3.515,76.655,92.763,0.99,1403.442,61563,43.86572441,0.392772163,53768,7795,0.873381739,EGG,Eric Guerra-Grenier
Pentatomidae,Pentatominae,Strachiini,Murgantia,histrionica,Mhistrionica_08,Murgantia_histrionica,12,0,12,0,1,0.25,-0.25,81.583,89.402,13.912,77.912,125.706,0.91,1590.27,69515,43.71270287,0.345419347,60937,8578,0.876602172,EGG,Eric Guerra-Grenier
Pentatomidae,Pentatominae,Nezarini,Nezara,viridula,Nviridula_01,Nezara_viridula,87,56,31,0.643678161,0.356321839,0.655172414,-0.011494253,31.379,32.859,3.937,27.951,53.782,0.95,1417.033,76151,53.73975059,0.476568734,65534,10617,0.860579638,EGG,https://upload.wikimedia.org/wikipedia/commons/1/13/Nezara_viridula13.jpg
Pentatomidae,Pentatominae,Nezarini,Nezara,viridula,Nviridula_03,Nezara_viridula,34,16,18,0.470588235,0.529411765,0.470588235,0,59.794,58.71,2.825,52.086,65.742,1.02,1534.403,96585,62.9463055,0.515514245,88723,7862,0.918600197,EGG,http://www.extento.hawaii.edu/kbase/view/files/pictures/n_virid1.jpg
Pentatomidae,Pentatominae,Nezarini,Nezara,viridula,Nviridula_095,Nezara_viridula,59,34,25,0.576271186,0.423728814,0.576271186,0,86.2542,86.1863,3.05625,78.313,94.89467,1,3017.2524,375249,124.3677857,0.51797181,333075,42174,0.887610627,EGG,Saunders
Pentatomidae,Pentatominae,Nezarini,Nezara,viridula,Nviridula_110,Nezara_viridula,46,23,23,0.5,0.5,0.52173913,-0.02173913,87.2826,88.95155,10.9189,80.28075,148.408,0.98,2726.8,297297,109.0277982,0.502451122,262169,35128,0.881842064,EGG,Saunders
Pentatomidae,Pentatominae,Nezarini,Nezara,viridula,Nviridula_118,Nezara_viridula,45,23,22,0.511111111,0.488888889,0.533333333,-0.022222222,86.889,93.0956,15.73679,78.2563,143.1258,0.93,2706.9311,303519,112.1266071,0.520524701,255424,48095,0.841542045,EGG,Saunders
Pentatomidae,Pentatominae,Carpocorini,Oebalus,pugnax,Opugnax_01,Obaelus_pugnax,7,0,7,0,1,0.142857143,-0.142857143,116.714,116.862,7.259,106.005,126.016,1,1324.378,72104,54.44367092,0.516589181,66849,5255,0.927119161,EGG,https://www.northeastipm.org/neipm/assets/File/BMSB-Resources/BMSB-Biocontrol-Workshop-Jun-2014/Eggs-of-Pentatomidae-Found-in-the-Eastern-USA-Dieckhoff.pdf
Pentatomidae,Pentatominae,Carpocorini,Oebalus,pugnax,Opugnax_02,Obaelus_pugnax,10,0,10,0,1,0.2,-0.2,89.2,87.31,2.222,83.672,91.81,1.02,1444.495,62566,43.31340711,0.376804576,59730,2836,0.954671867,EGG,https://www.northeastipm.org/neipm/assets/File/BMSB-Resources/BMSB-Biocontrol-Workshop-Jun-2014/Eggs-of-Pentatomidae-Found-in-the-Eastern-USA-Dieckhoff.pdf
Pentatomidae,Pentatominae,Carpocorini,Oebalus,pugnax,Opugnax_03,Obaelus_pugnax,8,0,8,0,1,0.125,-0.125,97.5,97.049,3.055,92.179,102.078,1,1372.654,59632,43.44284867,0.397710521,56065,3567,0.940183123,EGG,https://www.northeastipm.org/neipm/assets/File/BMSB-Resources/BMSB-Biocontrol-Workshop-Jun-2014/Eggs-of-Pentatomidae-Found-in-the-Eastern-USA-Dieckhoff.pdf
Pentatomidae,Pentatominae,Carpocorini,Palomena,prasina,Pprasina_1,Palomena_prasina,27,11,16,0.407407407,0.592592593,0.407407407,0,424.85185,423.7466,37.045,289.61,693.2604,1,9872.77,4060710,411.3040211,0.523520629,3702632,358078,0.911818869,EGG,Haye
Pentatomidae,Pentatominae,Carpocorini,Palomena,prasina,Pprasina_2,Palomena_prasina,27,7,20,0.259259259,0.740740741,0.407407407,-0.148148148,278.37,275.171,10.4689,248.62,295.237,1.01,8246.46,1780286,215.8848767,0.328976236,1616401,163885,0.907944566,EGG,Haye
Pentatomidae,Pentatominae,Carpocorini,Palomena,prasina,Pprasina_3,Palomena_prasina,28,9,19,0.321428571,0.678571429,0.428571429,-0.107142858,309.25,310.054,29.5426,273,508.3827,1,8453.46,2220338,262.6543451,0.390445077,2035760,184578,0.916869414,EGG,Haye
Pentatomidae,Pentatominae,Carpocorini,Palomena,prasina,Pprasina_6,Palomena_prasina,15,4,11,0.266666667,0.733333333,0.266666667,0,296.0667,294.7314,9.0758,276.065,309.712,1,5025.66889,1091072,217.0998575,0.54284461,1004751,86321,0.920884231,EGG,Haye
Pentatomidae,Pentatominae,Carpocorini,Palomena,prasina,Pprasina_7,Palomena_prasina,32,13,19,0.40625,0.59375,0.46875,-0.0625,314.03125,313.5603,33.8994,283.0989,513.0789,1,8451.0847,2600479,307.7094944,0.457549733,2404294,196185,0.924558129,EGG,Haye
Pentatomidae,Asopinae,Asopinae,Picromerus,bidens,Pbidens_01,Picromerus_bidens,34,13,21,0.382352941,0.617647059,0.470588235,-0.088235294,53.647,61.041,12.307,41.725,92.439,0.88,1524.835,90633,59.4379064,0.489835792,73657,16976,0.812695155,EGG,https://jjsphotographicblog.blogspot.ca/2015/06/in-which-giovanni-gets-all-spiky.html
Pentatomidae,Asopinae,Asopinae,Picromerus,bidens,Pbidens_02,Picromerus_bidens,28,9,19,0.321428571,0.678571429,0.428571429,-0.107142858,57.429,61.312,10.417,52.028,104.151,0.94,1577.718,80632,51.10672503,0.4070601,70483,10149,0.874131858,EGG,https://www.agefotostock.com/age/en/Stock-Images/picromerus.html
Pentatomidae,Asopinae,Asopinae,Picromerus,bidens,Pbidens_03,Picromerus_bidens,28,11,17,0.392857143,0.607142857,0.428571429,-0.035714286,30.643,35.017,6.88,28.443,55.186,0.88,748.716,24174,32.28727582,0.541906242,20202,3972,0.835691239,EGG,http://www.eakringbirds.com/eakringbirds3/shieldbugnymphspicromerusbidens.htm
Pentatomidae,Asopinae,Asopinae,Podisus,maculiventris,Pmaculiventris_0001,Podisus_maculiventris,24,7,17,0.291666667,0.708333333,0.375,-0.083333333,44.625,49.304,8.836,40.291,74.2,0.91,1103.206,42427,38.45791267,0.438065405,35918,6509,0.846583543,EGG,https://www.flickr.com/photos/muscogeegirl/14405319990/
Pentatomidae,Asopinae,Asopinae,Podisus,maculiventris,Pmaculiventris_0002,Podisus_maculiventris,31,12,19,0.387096774,0.612903226,0.451612903,-0.064516129,47.129,55.531,11.986,41.71,87.451,0.85,1245.779,61934,49.71507787,0.501483886,51419,10515,0.830222495,EGG,https://bugguide.net/node/view/117233
Pentatomidae,Asopinae,Asopinae,Podisus,maculiventris,Pmaculiventris_0003,Podisus_maculiventris,10,0,10,0,1,0.2,-0.2,92,110.391,28.42,75.273,170.414,0.83,2086.296,64631,30.97882563,0.186594522,61523,3108,0.951911621,EGG,Leslie Abram
Pentatomidae,Asopinae,Asopinae,Podisus,maculiventris,Pmaculiventris_0004,Podisus_maculiventris,14,1,13,0.071428571,0.928571429,0.285714286,-0.214285715,93.286,107.372,23.677,84.694,165.557,0.87,2148.655,100145,46.60822701,0.272587388,90375,9770,0.90244146,EGG,Leslie Abram
Pentatomidae,Asopinae,Asopinae,Podisus,maculiventris,Pmaculiventris_0005,Podisus_maculiventris,21,5,16,0.238095238,0.761904762,0.380952381,-0.142857143,57.952,62.756,12.045,47.058,94.833,0.92,1344.722,58307,43.35989149,0.405196365,50705,7602,0.869621143,EGG,https://www.flickr.com/photos/38875278@N08/4641276151
Pentatomidae,Asopinae,Asopinae,Stiretrus,anchorago,Sanchorago_01,Stiretrus_anchorago,10,0,10,0,1,0.2,-0.2,99.8,104.61,17.993,88.459,149.037,0.95,1477.29,80931,54.78342099,0.466007874,72999,7932,0.901990585,EGG,http://entnemdept.ufl.edu/creatures/beneficial/stiretrus_anchorago.htm
Pentatomidae,Asopinae,Asopinae,Stiretrus,anchorago,Sanchorago_02,Stiretrus_anchorago,11,0,11,0,1,0.181818182,-0.181818182,84.364,84.898,5.287,78.109,100.499,0.99,1444.83,64642,44.74021165,0.389126805,59309,5333,0.917499459,EGG,https://www.northeastipm.org/neipm/assets/File/BMSB-Resources/BMSB-Biocontrol-Workshop-Jun-2014/Eggs-of-Pentatomidae-Found-in-the-Eastern-USA-Dieckhoff.pdf
Pentatomidae,Asopinae,Asopinae,Stiretrus,anchorago,Sanchorago_03,Stiretrus_anchorago,9,0,9,0,1,0.111111111,-0.111111111,77.444,77.794,4.996,72.272,93.638,1,1135.439,43200,38.04695805,0.42108134,40792,2408,0.944259259,EGG,https://www.northeastipm.org/neipm/assets/File/BMSB-Resources/BMSB-Biocontrol-Workshop-Jun-2014/Eggs-of-Pentatomidae-Found-in-the-Eastern-USA-Dieckhoff.pdf
Pentatomidae,Pentatominae,Unplaced,Thyanta,custator,Tcustator_01,Thyanta_custator,42,15,27,0.357142857,0.642857143,0.523809524,-0.166666667,63.952,69.746,16.486,55.946,150.96,0.92,2700.203,145007,53.70225868,0.249922871,128613,16394,0.886943389,EGG,https://www.odaguides.us/thyanta-custator.html
Pentatomidae,Pentatominae,Unplaced,Thyanta,custator,Tcustator_02,Thyanta_custator,27,3,24,0.111111111,0.888888889,0.407407407,-0.296296296,14.7037,15.8468,1.27097,13.31,19.602,0.93,543.07696,5395,9.934135302,0.229868021,4458,937,0.826320667,EGG,https://webdoc.agsci.colostate.edu/hempinsects/PDFs/Red-shouldered%20Stink%20Bug%20with%20photos.pdf
Pentatomidae,Pentatominae,Unplaced,Thyanta,custator,Tcustator_03,Thyanta_custator,32,14,18,0.4375,0.5625,0.46875,-0.03125,97.317,97.657,10.823,84.172,152.069,1,2614.484,247960,94.84089403,0.455847434,224560,23400,0.90562994,EGG,https://www.alamy.com/stock-photo-group-of-thyanta-custator-stink-bug-eggs-laid-on-a-red-raspberry-focus-99160173.html
Pentatomidae,Pentatominae,Unplaced,Thyanta,pallidovirens,Tpallidovirens_02,Thyanta_pallidovirens,26,10,16,0.384615385,0.615384615,0.423076923,-0.038461538,132.769,135.185,5.375,127.122,154.383,0.98,3163.511,403293,127.4827241,0.506397847,355412,47881,0.881274904,EGG,https://twitter.com/binaow/status/1119952338289078274
Pentatomidae,Pentatominae,Unplaced,Thyanta,pallidovirens,Tpallidovirens_2,Thyanta_pallidovirens,43,21,22,0.488372093,0.511627907,0.534883721,-0.046511628,91.5814,102.84876,19.4738,82.41965,163.62457,0.89,2845.5607,328202,115.338253,0.509348907,271845,56357,0.828285629,EGG,Abram
Pentatomidae,Pentatominae,Unplaced,Thyanta,pallidovirens,Tpallidovirens_4,Thyanta_pallidovirens,28,9,19,0.321428571,0.678571429,0.428571429,-0.107142858,85.64285,94.51611,33.884,79.0759,333.31366,0.91,2414.984,174406,72.21828385,0.375787881,157658,16748,0.903971194,EGG,Abram
Pentatomidae,Pentatominae,Unplaced,Thyanta,pallidovirens,Tpallidovirens_5,Thyanta_pallidovirens,37,16,21,0.432432432,0.567567568,0.486486486,-0.054054054,88.027,97.7179,18.40327,79.259,147.733,0.9,2669.5794,259385,97.16324602,0.457371434,219626,39759,0.846718199,EGG,Abram