Date,predicted_stock_price,ma_5,ma_10,ma_20 2020-07-28,71.0980983468014,68.37006327708528,56.44311525871617,58.98673984728924 2020-07-29,75.80415895047139,70.48596973882368,60.221606428550196,59.5127485180195 2020-07-30,77.8941707520761,71.91827697714756,63.713218414997165,59.81702815603853 2020-07-31,81.09189582210297,75.55871411003652,67.13897067948032,60.595278527912754 2020-08-01,81.753540068707,77.52837278803176,71.07716716591074,61.403515513370664 2020-08-02,85.30500710831335,80.36975454033416,74.36990890870972,62.415499197549465 2020-08-03,89.55347906364528,83.11961856296894,76.80279415089632,63.503824454837954 2020-08-04,77.87653805941777,83.11609202443728,77.51718450079241,64.33153837432545 2020-08-05,75.23055745131516,81.94382435027971,78.75126923015812,65.19258693384965 2020-08-06,72.7306690618182,80.13925014890194,78.83381146846686,66.2501818012019 2020-08-07,76.08419485852858,78.29508769894501,79.33242111963958,67.88776818917788 2020-08-08,72.90023070732727,74.9644380276814,79.04202829532517,69.63181736193768 2020-08-09,66.53734462876282,72.69659934155041,77.90634568299383,70.80978204899552 2020-08-10,66.37152862011217,70.9247935753098,76.43430896279474,71.78663982113754 2020-08-11,63.677210493926864,69.11410186173154,74.62667600531674,72.85192158561374 2020-08-12,66.68437531899231,67.23413795382429,72.76461282638465,73.56726086754719 2020-08-13,56.208825423380716,63.89585689703498,69.43014746235818,73.11647080662725 2020-08-14,56.12150134180984,61.81268823964439,67.25464379059738,72.3859141456949 2020-08-15,64.28242900790421,61.39486831720278,66.1598309462563,72.45555008820722 2020-08-16,69.56110065677562,62.571646349772536,65.84287410575203,72.33834278710944 2020-08-17,77.8652975727994,64.80783080053396,66.02098437717912,72.67670274840935 2020-08-18,86.07704118171993,70.78147395220181,67.3386654246184,73.19034685997178 2020-08-19,92.32998684517824,78.02317105287548,69.91792964625994,73.91213766462688 2020-08-20,88.35041415748867,82.83676808279237,72.11581819999759,74.27506358139617 2020-08-21,80.58360222710151,85.04126839685755,73.80645737331504,74.2165666893159 2020-08-22,79.41544326378077,85.35129753505382,75.0795641677939,73.92208849708928 2020-08-23,73.22670584440628,82.78123046759109,76.78135220989645,73.10574983612733 2020-08-24,71.72978120567086,78.66118933968963,78.34218019628256,72.79841199343998 2020-08-25,67.90312710771353,74.5717319297346,78.70425000626348,72.4320404762599 2020-08-26,71.051530974471,72.66531767920848,78.85329303803302,72.34808357189254 2020-08-27,61.21101185805738,69.02443139806381,77.1878644665588,71.60442442186897 2020-08-28,56.62122916948902,65.70333606308036,74.24228326533573,70.79047434497707 2020-08-29,53.26807744657311,62.01099531126081,70.33609232547522,70.12701098586757 2020-08-30,59.08879397029916,60.24812868377793,67.40993030675625,69.76287425337692 2020-08-31,59.959807613594904,58.029784011602715,65.3475508454056,69.57700410936033 2020-09-01,78.46157096637083,61.4798958332654,65.25216361566461,70.16586389172924 2020-09-02,81.07866698771238,66.37138339691008,66.03735972999522,71.40935596994584 2020-09-03,85.64663342847837,72.84709459329113,67.42904495227597,72.88561257427926 2020-09-04,71.81117397759685,75.39157059475068,67.8198496392643,73.26204982276388 2020-09-05,58.22791404987646,75.04519188200697,66.53748794680484,72.69539049241894 2020-09-06,54.37796647655075,70.22847098404296,65.85418340865418,71.5210239376065 2020-09-07,53.058393986420604,64.62441638378462,65.49789989034733,69.87009157784154 2020-09-08,50.12724613010484,57.52053892410991,65.1838167587005,67.75995454208787 2020-09-09,47.968632626408436,52.75203065387221,64.07180062431145,65.74086546553386 2020-09-10,46.928087851117546,50.49206541412043,62.76862864806371,64.05808974673465 2020-09-11,45.94602156876653,48.80567643256359,59.51707370830327,62.384618661983936 2020-09-12,47.536867812713155,47.7013711978221,56.16289379080335,61.10012676039928 2020-09-13,49.9888125292475,47.67368447765063,52.59711170088027,60.01307832657811 2020-09-14,58.23024114042542,49.72600618045403,51.23901841716313,59.529434028213714 2020-09-15,58.35143460333286,52.010675530897096,51.25137047250877,58.8944292096568 2020-09-16,63.6149630634526,55.54446382983431,52.17507013119895,59.014626769926565 2020-09-17,61.41609804408529,58.32030987610874,53.01084053696542,59.25437021365637 2020-09-18,58.7769843545958,60.0779442411784,53.87581435941452,59.529815559057525 2020-09-19,59.8021792833271,60.392331869758735,55.059169025106385,59.5654848247089 2020-09-20,59.425917039846375,60.60722835706143,56.30895194397927,59.538790296021475 2020-09-21,56.88893400597327,59.26202254556556,57.403243187699935,58.46015844800161 2020-09-22,48.740953996740075,56.72699373609653,57.523651806102635,56.84327279845299 2020-09-23,42.56224112570753,53.484045090318865,56.78099466574863,54.68905318331444 2020-09-24,45.46024644249734,50.61565852215291,55.503995195955824,53.37150680655948 2020-09-25,43.793474933527236,47.48917010088909,54.048199228975264,52.649784850742016 2020-09-26,49.486200175387275,46.00862333477189,52.63532294016873,52.40519653568384 2020-09-27,55.366545647831195,47.333741664990114,52.03036770054332,52.52060411875438 2020-09-28,59.846393267103494,50.79057209326931,52.13730859179409,53.0065614756043 2020-09-29,59.60531472878825,53.61958575052749,52.11762213634021,53.588395580723294 2020-09-30,56.84245303058865,56.229381369939766,51.85927573541443,54.084113839696855 2020-10-01,59.14263121752219,58.160667578366755,52.08464545656932,54.74394432213463 2020-10-02,65.1997633649279,60.1273111217861,53.730526393388104,55.627089099745376 2020-10-03,66.58397035290683,61.474826538946765,56.13269931610804,56.45684699092834 2020-10-04,56.83881344744767,60.921526282678656,57.27055601660307,56.387275606279445 2020-10-05,55.40360305230578,60.633756287022074,58.43156882848092,56.23988402872809 2020-10-06,62.45800147858895,61.29683033923543,59.72874895880109,56.182035949484906 2020-10-07,63.73953270889492,61.00478420802883,60.56604766490746,56.29820768272539 2020-10-08,59.46612985932437,59.581216109312344,60.52802132412954,56.33266495796181 2020-10-09,61.51583262086162,60.516619943995124,60.71907311333689,56.418347624838546 2020-10-10,67.59856888463393,62.95561311046076,61.79468469874142,56.826980217077924 2020-10-11,73.22518205137112,65.10904922501719,63.202939782126315,57.64379261934781 2020-10-12,74.35745600035645,67.2326338833095,64.11870904566918,58.924617719528634 2020-10-13,78.18486848854334,70.9763816091533,65.27879885923281,60.705749087670426 2020-10-14,79.33214128608671,74.5396433421983,67.52813164309671,62.39934382984988 2020-10-15,74.9877900706556,76.01748757940265,69.4865503449317,63.9590595867063 2020-10-16,72.1183946248148,75.79613009409138,70.45258965955429,65.09066930917768 2020-10-17,70.32881181930615,74.99040125788132,71.11151757059541,65.83878261775143 2020-10-18,59.029806655240805,71.15938889122081,71.06788525018706,65.7979532871583 2020-10-19,49.55930829217961,65.20482229243939,69.87223281731886,65.29565296532786 2020-10-20,50.094324110223226,60.22612910035292,68.12180833987779,64.9582465193096 2020-10-21,55.26268122076232,56.85498641954242,66.32555825681689,64.7642490194716 2020-10-22,49.71894323943528,52.73301270356825,63.86170698072478,63.99020801319698 2020-10-23,65.54195914863377,54.035443202246846,62.59741604673383,63.93810745298332 2020-10-24,75.61630389282178,59.24684232237528,62.22583230740734,64.87698197525202 2020-10-25,81.67427139016586,65.5628317783638,62.89448043935837,66.19051539214504 2020-10-26,83.68770431029819,71.24783639627097,64.0514114079067,67.2520005337305 2020-10-27,87.30961095195073,78.76596993877406,65.74949132117116,68.43050444588329 2020-10-28,81.395144043583,81.93660691776391,67.98602506000537,69.52695515509622 2020-10-29,81.2513264228232,83.0636114237642,71.15522687306974,70.5137298451943 2020-10-30,76.67180494251208,82.06311813423343,73.81297495629862,70.9673916480882 2020-10-31,72.40527866388452,79.80663300495071,75.52723470061085,70.92639647871388 2020-11-01,65.66221524768072,75.4771538640967,77.12156190143538,70.4916344410801 2020-11-02,65.61832670429882,72.32179039623988,77.1291986570019,69.86330735186786 2020-11-03,63.79689699073856,68.83090450982294,75.94725796679357,69.08654513710046 2020-11-04,56.92006116373831,64.88055575406818,73.47183694415081,68.18315869175458 2020-11-05,54.53120088478173,61.30574019824763,70.55618660159917,67.30379900475293 2020-11-06,57.8175903198354,59.73681521267857,67.60698453838764,66.67823792977939 2020-11-07,74.90619081628562,61.594388035075916,66.9580892156579,67.47205713783164 2020-11-08,86.43593692258153,66.12219602144452,67.47655026563373,69.31588856935174 2020-11-09,78.16798193885884,70.37178017646863,67.62616796526841,70.7195714607835 2020-11-10,76.4925326087714,74.76404652126655,68.03489335975709,71.78106403018396 2020-11-11,74.83287128965347,78.16710271523017,68.95195896395437,73.03676043269488 2020-11-12,72.99030737289861,77.78392602655278,69.68915703081434,73.40917784390811 2020-11-13,72.31525665325051,74.95978997268656,70.54099299706554,73.24412548192956 2020-11-14,77.92262680506425,74.91071894592764,72.64124956119814,73.05654325267447 2020-11-15,88.38531427083227,77.28927527833983,76.02666089980319,73.29142375070117 2020-11-16,86.14915686393714,79.55253239319656,78.85981755421336,73.2334010463005 2020-11-17,79.1639971401085,80.78727034663854,79.28559818659565,73.12184370112678 2020-11-18,89.50615466808485,84.2254499496054,79.59261996114599,73.53458511338985 2020-11-19,100.62857953811739,88.76664049621603,81.83867972107183,74.73242384317012 2020-11-20,98.65638973702616,90.82085558945481,84.05506543389733,76.0449793968272 2020-11-21,100.86182374246361,93.7633889651601,86.65796067917833,77.80495982156634 2020-11-22,106.3270163684178,99.19599281082196,89.99163157873025,79.84039430477229 2020-11-23,112.16900709637828,103.72856329648066,93.97700662304302,82.25899981005428 2020-11-24,106.91455340187906,104.98575806923297,96.8761992827245,84.75872442196132 2020-11-25,111.47621547585618,107.549723216999,99.1852894032269,87.60597515151504 2020-11-26,113.40469922566389,110.05829831363903,101.91084363939959,90.38533059680648 2020-11-27,104.84855072823784,109.76260518560305,104.47929899821251,91.88244859240407 2020-11-28,85.72679843525324,104.47416345337804,104.10136337492933,91.84699166803766 2020-11-29,76.60341090166492,98.4119349533352,101.6988465112841,91.76876311617798 2020-11-30,78.80266460841014,91.877224779846,99.7134739984225,91.8842697161599 2020-12-01,87.14389785455467,86.62506450562417,98.3416814096316,92.49982104440497 2020-12-02,98.76674079521459,85.40870251901951,97.58565385231128,93.78864271552077 2020-12-03,101.40827733405713,88.54499829878029,96.50958087607916,95.24329374956109 2020-12-04,106.33547085465645,94.49141028937859,96.45167262135689,96.6639359520407 2020-12-05,109.94891373070024,100.72066011383662,96.29894244684131,97.7421159250341 2020-12-06,102.12984661246405,103.71784986541847,95.17145718552132,98.54115041246044 2020-12-07,100.47568470082321,104.05963864654022,94.73417058277985,99.60673479049618 2020-12-08,102.02866433724034,104.18371604717686,96.36435717297857,100.23286027395395 2020-12-09,103.09428923034716,103.53547972231499,99.01344500584679,100.35614575856545 2020-12-10,88.5298738236025,99.25167174089545,99.98616592736605,99.84981996289426 2020-12-11,82.93323503722154,95.41234942584694,99.56509964563273,98.95339052763217 2020-12-12,77.59891371228501,90.83699522813932,97.44831693733975,97.51698539482553 2020-12-13,75.08942443905445,85.44914724850214,94.8164316478395,95.66300626195934 2020-12-14,79.7645139433595,80.7831921911046,92.1593359567098,94.30550428903335 2020-12-15,93.66179798934512,81.80957702425312,90.53062438257429,93.4147834147078 2020-12-16,101.49384535406026,85.52169908762087,90.46702425673391,92.81924072112761 2020-12-17,101.271841797113,90.25628470458646,90.54663996636289,92.64040527457136 2020-12-18,113.08412965217605,97.85522574721078,91.65218649785646,94.00827183541752 2020-12-19,121.08646361202275,106.11961568094344,93.45140393602402,96.2324244709354 2020-12-20,129.4797450127865,113.28320508563169,97.54639105494242,98.76627849115422 2020-12-21,135.60818611703118,120.10607323822589,102.81388616292338,101.18949290427805 2020-12-22,138.3655903215987,127.52482294312304,108.89055382385475,103.16943538059725 2020-12-23,129.52520468968606,130.81303795062504,114.33413184891792,104.57528174837871 2020-12-24,133.18752379973438,133.23324998816736,119.67643283455538,105.91788439563261 2020-12-25,127.9634651932261,132.92999402425528,123.10659955494347,106.81861196875889 2020-12-26,130.57918169063063,131.92419313897517,126.01513318860054,108.24107872266723 2020-12-27,141.27500549996455,132.50607617464834,130.01544955888568,110.28104476262429 2020-12-28,150.85498764549732,136.7720327658106,133.79253535821783,112.72236092803715 2020-12-29,148.4815483796367,139.83083768179108,136.53204383497922,114.9917238855016 2020-12-30,149.9853171100993,144.2352080651657,138.5826010447105,118.06449604982645 2020-12-31,152.01784013433146,148.52293975390586,140.22356644644051,121.51872630468195