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Added actual stock prediction files with ML components
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shubham76 committed Mar 26, 2018
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885 changes: 885 additions & 0 deletions Stock Prediction/NSE-TCS.csv

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5,509 changes: 5,509 additions & 0 deletions Stock Prediction/NSE.csv

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223 changes: 223 additions & 0 deletions Stock Prediction/TCS.csv

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25 changes: 25 additions & 0 deletions Stock Prediction/TCS_qs.csv
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Date,#,open_score,close_score,Open,High,Low,Last,Close,Total Trade Quantity,Turnover (Lacs),shift_open,shift_close,PC_open,PC_close
2017-01-25,0,-0.206666666667,0.46,0.0309448660410951,0.031139090587798384,0.03121067445833261,0.03141604719390307,0.03136433346275666,0.03523756361641332,0.03021628799367635,0.030906875591653032,0.030701163641128185,-0.01888230483878662,-0.033794005860269205
2017-02-08,1,0.13,0.76,0.029909639961962626,0.030117833972757878,0.030214324116486394,0.030403056278868437,0.030270647291647784,0.01896224323109815,0.015763456722703816,0.02992368406540186,0.02990165417130714,-0.0009452833135444739,-0.030004622968317546
2017-02-09,2,0.0,-0.75,0.030310673488113043,0.030716865630675695,0.03056641278458475,0.030882894080726947,0.03088847000987931,0.03456526727308501,0.02920498270242406,0.030274966732747193,0.029913646813354455,-0.031196191437524116,-0.047747003827669963
2017-02-10,3,0.0,0.88,0.030790314914738128,0.03198947804050331,0.03111575189198104,0.03176126383468461,0.03196349486911064,0.049554152213487246,0.042879548924493,0.030892877610601326,0.030314734064048013,-0.03672984007919992,-0.09484566407150506
2017-02-13,4,0.0,-0.83,0.0319228016164918,0.0320495131515942,0.03207642212023411,0.03211047912381497,0.03218076585739918,0.03273647655459295,0.028889478494524314,0.03196805586947803,0.03079443974594064,-0.08364665804068859,-0.019772821571387277
2017-03-08,7,-0.703333333333,-0.795,0.033335079150443446,0.03325021537341184,0.033555463810123386,0.03352866640486346,0.03348639121340301,0.01535356324141576,0.014087883825527945,0.03332586003149406,0.03308503437697794,-0.017999587153387116,-0.010620231389895731
2017-03-09,8,0.044000000000000004,0.535,0.03349695813192941,0.03330299349305218,0.033715014506756874,0.03361530378575458,0.03358702900245691,0.007357225317598955,0.006778593191103238,0.03349116952200951,0.03333954489153764,-0.011394665351221358,-0.005813244531615849
2017-03-21,9,0.0,-0.64,0.033068611691207284,0.03288076853592949,0.03318923773852586,0.03312013783189226,0.03314648874706204,0.028913216397097614,0.02625731481150972,0.03306189810309036,0.03365868242157454,0.04175164434587023,-0.0049438180886697165
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2017-04-12,21,-0.19666666666700003,-0.34625,0.032275870999979715,0.032036318621684115,0.032085173846209784,0.03188255616793218,0.03190084617923603,0.009003299797662546,0.007922182204584911,0.032252681484196175,0.03221090402330693,-0.00506122960898688,0.031968762223722504
2017-04-13,22,-0.026666666666700003,-0.5,0.031976095108339035,0.03178562255339251,0.03125106703975881,0.031122812981656204,0.031039759931172247,0.021429495222125103,0.018364463447422923,0.031905398240008466,0.03228019484402476,0.022104859485164323,0.08014524812999221
2017-04-18,24,0.0,0.11,0.03104345900101248,0.030798671716118213,0.030995247357392886,0.030683628104677375,0.030775169187765652,0.014831724978849653,0.012594891331495526,0.030860215654813995,0.031052947807849448,0.0004047814040202685,0.024018040112135396
2017-04-19,25,-0.0925714285714,-0.0370588235294,0.030157454699052254,0.030989992399814432,0.030332135812312807,0.030682961663285904,0.030646539430895445,0.04822279188481063,0.040561929325587776,0.03077956062113509,0.031047617744717305,0.069271984367027,-0.04055834700474914
2017-04-20,26,-0.0977272727273,-0.272857142857,0.030714371688855827,0.03076964375031603,0.03084579480611595,0.03098952470336217,0.030997771979447773,0.010874204380865558,0.009193668492390922,0.030650912509564594,0.030161494748998978,-0.04275287388099297,-0.0227207699382998
2017-04-21,27,-0.16885714285700001,-0.44514705882399996,0.03103146796534685,0.03081780378448784,0.030981109953893714,0.030816249941579932,0.030801828204733574,0.009951298832840941,0.008429974733953004,0.031002195176909927,0.030718486346307642,-0.024093800157286727,0.020714609444646925
2017-05-02,29,0.0,-0.35,0.030563817574387395,0.03037380785301351,0.03069836188391033,0.03049835739784867,0.03052324147741882,0.020420133697868482,0.01713062279764604,0.030304295835903165,0.03056791206282468,0.0,0.004683336446773228
25 changes: 25 additions & 0 deletions Stock Prediction/TCS_qs_NSE.csv
Original file line number Diff line number Diff line change
@@ -0,0 +1,25 @@
Date,#,open_score,close_score,Open,High,Low,Last,Close,Total Trade Quantity,Turnover (Lacs),shift_open,shift_close,PC_open,PC_close,p_change
2017-01-25,0,-0.206666666667,0.46,0.0309448660410951,0.03113909058779838,0.031210674458332612,0.03141604719390307,0.03136433346275666,0.035237563616413316,0.03021628799367635,0.030906875591653032,0.030701163641128182,-0.01888230483878662,-0.033794005860269205,0.003654895247652322
2017-02-08,1,0.13,0.76,0.029909639961962626,0.03011783397275788,0.030214324116486394,0.030403056278868437,0.03027064729164778,0.01896224323109815,0.015763456722703816,0.029923684065401863,0.02990165417130714,-0.000945283313544474,-0.030004622968317542,-0.000909358901973874
2017-02-09,2,0.0,-0.75,0.030310673488113043,0.030716865630675695,0.03056641278458475,0.03088289408072695,0.030888470009879314,0.03456526727308501,0.029204982702424064,0.030274966732747193,0.02991364681335445,-0.03119619143752412,-0.047747003827669963,-0.015819392401577682
2017-02-10,3,0.0,0.88,0.030790314914738125,0.03198947804050331,0.031115751891981038,0.03176126383468461,0.03196349486911064,0.04955415221348725,0.042879548924493,0.030892877610601326,0.030314734064048013,-0.03672984007919992,-0.09484566407150506,-0.021173775131523794
2017-02-13,4,0.0,-0.83,0.0319228016164918,0.0320495131515942,0.032076422120234115,0.03211047912381497,0.03218076585739918,0.03273647655459295,0.02888947849452432,0.03196805586947803,0.03079443974594064,-0.08364665804068859,-0.01977282157138728,-0.006223153383271542
2017-03-08,7,-0.703333333333,-0.795,0.03333507915044345,0.033250215373411836,0.03355546381012338,0.03352866640486346,0.033486391213403015,0.01535356324141576,0.014087883825527944,0.03332586003149406,0.033085034376977934,-0.017999587153387116,-0.010620231389895731,0.0055542881618704555
2017-03-09,8,0.044,0.535,0.03349695813192941,0.03330299349305218,0.033715014506756874,0.03361530378575458,0.033587029002456914,0.007357225317598954,0.0067785931911032386,0.03349116952200951,0.033339544891537634,-0.011394665351221358,-0.005813244531615849,0.0013706613207769228
2017-03-21,9,0.0,-0.64,0.033068611691207284,0.032880768535929486,0.03318923773852586,0.033120137831892264,0.03314648874706204,0.028913216397097614,0.026257314811509717,0.03306189810309036,0.033658682421574534,0.04175164434587023,-0.004943818088669717,-0.0009687407297538075
2017-03-24,10,-0.329090909091,-0.182,0.03290606654107323,0.032587849971925625,0.03262778085670171,0.03236239396979069,0.03235338299226645,0.043706324144692166,0.0390110281888261,0.03279993588626546,0.033073041734930635,0.011647012096806788,0.04590838914208748,0.007600555300191597
2017-03-30,11,-0.73,-0.73,0.03257431455432421,0.032524516228357225,0.03278531192426388,0.0324783547719065,0.032537330209345086,0.025591294631515438,0.02294068327106034,0.032589966170489794,0.03246008447473449,-0.008583124028760363,0.0041791200432568995,0.0009784963772337552
2017-03-31,12,0.03,0.356666666667,0.03248771263007246,0.03220586833102869,0.03251602804808923,0.032297082713426614,0.03241469873129267,0.016000903220470913,0.014215611666242219,0.032541973092598216,0.032578678379424617,0.006285283755624151,0.007099113178682888,0.0025693130591175613
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2017-04-06,17,0.25,-0.013333333333299998,0.031976095108339035,0.0317988170833026,0.03221375689708319,0.03192254265142039,0.031991486836926965,0.014746743073584331,0.012955602936688465,0.03201204952421199,0.032245549433665845,0.01955052016687876,-5.449262555762439e-05,-0.002642778855871329
2017-04-07,18,-0.0571428571429,-0.376666666667,0.031908145906233816,0.03210558990371205,0.03220837121955969,0.032415709281108304,0.03237804258296178,0.01951440279064174,0.01728190818547839,0.03199605183158146,0.031980378792841865,0.005021104664048259,-0.036774118580060515,0.004997258183725553
2017-04-10,19,-0.31,-0.386666666667,0.03240244304311689,0.03231340374979588,0.032381386110001915,0.03209581741320263,0.03228740192527085,0.021796230366347945,0.01943010044963641,0.03238266273681921,0.031912420487907066,-0.03596887223243835,0.010528673780152596,0.014277215942891143
2017-04-11,20,-0.22,-0.19,0.03220658946057831,0.03223555602332638,0.03239485030381064,0.03225109825741518,0.032248079875243175,0.01335048934165347,0.011875156181891422,0.03229200914524622,0.032406783843413084,0.01433848495128334,-0.002162361442881836,-0.005837183919375786
2017-04-12,21,-0.19666666666700006,-0.34625,0.03227587099997972,0.03203631862168412,0.032085173846209784,0.03188255616793218,0.03190084617923603,0.009003299797662545,0.007922182204584911,0.032252681484196175,0.03221090402330693,-0.00506122960898688,0.031968762223722504,0.007303759886472014
2017-04-13,22,-0.026666666666700003,-0.5,0.031976095108339035,0.03178562255339251,0.031251067039758815,0.031122812981656207,0.03103975993117225,0.021429495222125103,0.018364463447422926,0.03190539824000846,0.032280194844024765,0.022104859485164326,0.08014524812999221,0.025759623218934494
2017-04-18,24,0.0,0.11,0.03104345900101248,0.030798671716118213,0.030995247357392886,0.030683628104677375,0.03077516918776565,0.014831724978849653,0.012594891331495526,0.030860215654813995,0.03105294780784945,0.0004047814040202685,0.0240180401121354,0.001938576673963469
2017-04-19,25,-0.0925714285714,-0.0370588235294,0.03015745469905225,0.030989992399814432,0.030332135812312807,0.030682961663285907,0.030646539430895445,0.04822279188481063,0.040561929325587776,0.03077956062113509,0.031047617744717305,0.06927198436702701,-0.04055834700474914,0.0036953986002735335
2017-04-20,26,-0.0977272727273,-0.272857142857,0.030714371688855824,0.03076964375031603,0.03084579480611595,0.030989524703362168,0.030997771979447777,0.010874204380865558,0.009193668492390922,0.030650912509564594,0.030161494748998974,-0.04275287388099297,-0.0227207699382998,-0.009388338538009106
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25 changes: 25 additions & 0 deletions Stock Prediction/TCS_qs_NSE_copy.csv
Original file line number Diff line number Diff line change
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Date,#,open_score,close_score,Open,High,Low,Last,Close,Total Trade Quantity,Turnover (Lacs),shift_close,PC_open,PC_close,p_change
2017-01-25,0,-0.206666666667,0.46,0.0309448660411,0.0311390905878,0.0312106744583,0.0314160471939,0.0313643334628,0.0352375636164,0.0302162879937,0.0309068755917,0.0087607006991,-0.0314130126504,0.00365489524765
2017-02-08,1,0.13,0.76,0.029909639962,0.0301178339728,0.0302143241165,0.0304030562789,0.0302706472916,0.0189622432311,0.0157634567227,0.0299236840654,0.00061840240229,-0.0269180585376,-0.000909358901974
2017-02-09,2,0.0,-0.75,0.0303106734881,0.0307168656307,0.0305664127846,0.0308828940807,0.0308884700099,0.0345652672731,0.0292049827024,0.0302749667327,0.00834843243091,-0.0437095537866,-0.0158193924016
2017-02-10,3,0.0,0.88,0.0307903149147,0.0319894780405,0.031115751892,0.0317612638347,0.0319634948691,0.0495541522135,0.0428795489245,0.0308928776106,-0.0129864504481,-0.0898474161169,-0.0211737751315
2017-02-13,4,0.0,-0.83,0.0319228016165,0.0320495131516,0.0320764221202,0.0321104791238,0.0321807658574,0.0327364765546,0.0288894784945,0.0319680558695,-0.00401961561488,-0.0188581408181,-0.00622315338327
2017-03-08,7,-0.703333333333,-0.795,0.0333350791504,0.0332502153734,0.0335554638101,0.0335286664049,0.0334863912134,0.0153535632414,0.0140878838255,0.0333258600315,0.00453495095012,-0.0105398924024,0.00555428816187
2017-03-09,8,0.044,0.535,0.0334969581319,0.0333029934931,0.0337150145068,0.0336153037858,0.0335870290025,0.0073572253176,0.0067785931911,0.033491169522,0.00401961561488,-0.0057866075935,0.00137066132078
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31 changes: 31 additions & 0 deletions Stock Prediction/TCS_score_close.csv
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,score
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31 changes: 31 additions & 0 deletions Stock Prediction/TCS_score_open.csv
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,score
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2017-04-21,-0.16885714285714287
2017-04-22,-0.1713636363636363
2017-05-02,0.0
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