train_scaled.csv
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3141
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3210
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,close,open,high,low,vol
0,0.011719441004776288,0.011664899257688266,0.011227511824249747,0.012978931460574272,0.29044367044271135
1,0.009110206969750623,0.008792859667727082,0.010785483799672924,0.010800960085340927,0.34419706816398626
2,0.00857951530160983,0.001767408978437579,0.005702161517040283,0.004889323495421816,0.40831083778989563
3,0.0010171590306032319,0.003844114528101794,0.00711665119568583,0.00386701040092452,0.4242962315596501
4,0.0,0.0026511134676563963,0.0025637625425452004,0.000488932349542226,0.33679270264765476
5,0.002476561117990439,0.0,0.0,0.0,0.28148955400435693
6,0.008623739607288128,0.0014139271827500743,0.005746364319497821,0.002933594097253134,0.3821659657535467
7,0.006102954183619391,0.007511488158359836,0.006984042788312772,0.007645124011023241,0.3580587291887464
8,0.010171590306032208,0.00552315305761758,0.007602882022720303,0.007200640056893914,0.30519500329307725
9,0.02259862020166281,0.005390597384234697,0.019714449896123365,0.008178504755978255,0.43442701073509593
10,0.03184150008844866,0.026290208554259398,0.030588339300711698,0.029469286158769648,0.5442010343783831
11,0.03002830355563424,0.030487804878048752,0.031207178535119118,0.03298070939639075,0.4938628285037881
12,0.027374845214930166,0.030222693531283096,0.03111877293020382,0.02929149257711794,0.5091594440859769
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33,0.06204670086679642,0.06610109579356666,0.06564116164964862,0.06382789581296122,0.5629128418072519
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47,0.06739784185388287,0.08373100035348185,0.08234982097865007,0.07018401635700955,0.5550205917413946
48,0.06837077657880763,0.0646429833863556,0.0678513017725324,0.06529469286158773,0.5004923185591083
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50,0.06240049531222358,0.06128490632732414,0.06422667197100296,0.06422793137167748,0.47612679017397075
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52,0.06262161684061562,0.06044538706256625,0.06290058789727271,0.06147213085607617,0.3446562536223634
53,0.05505926056960908,0.05775008837044887,0.0600716085399815,0.05644946217441549,0.406072308680307
54,0.04904475499734651,0.055364086249558186,0.05516509746717946,0.0488487865588052,0.38624123669664395
55,0.0546612418185034,0.05023860021208898,0.05184988728285378,0.05249355498266506,0.4941498194152738
56,0.061958252255439605,0.055673382820784656,0.06104407019405034,0.060183127389101254,0.43494359437577024
57,0.05050415708473377,0.06026864616472255,0.05905494408345491,0.05182682905147129,0.39335861130148975
58,0.04767380152131606,0.0452898550724638,0.04645714538301737,0.04640412481109435,0.3026694832720029
59,0.053378736953829886,0.054347826086956486,0.05322017415904179,0.054182594008356344,0.28941050316136274
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1873,0.5393154077480984,0.5632732414280666,0.5644697873845202,0.5448928793670548,0.00011273003003158997
1874,0.5574915973819212,0.5411806291975962,0.5596958847190913,0.540092452662459,0.0001175801764356986
1875,0.5602335043339819,0.5602686461647224,0.5602705211510411,0.5593830562716685,4.721000493940059e-05
1876,0.5637714487882539,0.5525804171085189,0.569553109667153,0.5559605298248734,9.02299425711097e-05
1877,0.5470988855474967,0.5615942028985508,0.5646465985943508,0.5491154769312828,0.00012817014106952158
1878,0.5648770564302139,0.5615058324496289,0.5665473191000311,0.5660058671881946,0.00012016309463907005
1879,0.5644790376791085,0.5637150936726758,0.5663705078902003,0.5677393546092987,9.341554168860116e-05
1880,0.544135857067044,0.5473665606221279,0.5461256243645848,0.5435594275046672,7.760234246573811e-05
1881,0.5481160445781001,0.5398550724637681,0.5467002607965344,0.545381811716597,9.304245350366972e-05
1882,0.5341411639837255,0.5253181336161188,0.5411307076868673,0.5316472575340031,9.2554568954144e-05
1883,0.5422784362285513,0.5379109225874867,0.5421915749458518,0.537692239310161,8.79627143703725e-05
1884,0.5727932071466477,0.5595174973488863,0.5696415152720683,0.5629389279047027,0.00010084860629608125
1885,0.583185918981072,0.5823170731707317,0.5834327896388632,0.5867632678460307,7.728665246310381e-05
1886,0.6075092871041925,0.5824496288441146,0.6151704018034744,0.5881411681038314,0.00018482214699680228
1887,0.6053865204316291,0.598312124425592,0.6076559253856696,0.6039647968708329,0.00013652157659375597
1888,0.597868388466301,0.6059561682573347,0.6058878132873625,0.6007645124011022,0.00012759615924655014
1889,0.5842030780116751,0.5813008130081301,0.5913008884763294,0.5871633034047471,0.00010265664903844128
1890,0.6087475676631877,0.6049399080947331,0.6116783804093181,0.6116099208818561,0.0001214258546496072
1891,0.6088802405802227,0.6054701307882644,0.6090262122618574,0.6115654724864433,0.00010977402364328707
1892,0.6197151954714311,0.6132467302933899,0.62666313044247,0.6208107387323317,0.00023785806743936293
1893,0.642888731646913,0.6200512548603747,0.6442558458206252,0.6279224819983998,0.0002516049320995288
1894,0.6465593490182204,0.638829975256274,0.6443000486230829,0.6449462174415505,0.0001073059018045099
1895,0.6365646559349016,0.6437787203958996,0.6427087477346064,0.6425460040892524,4.7037810392509165e-05
1896,0.6518662656996286,0.6412601626016259,0.6495159793130886,0.6469463952351321,0.0001227460128424415
1897,0.6517335927825931,0.6496111700247436,0.6506652521769881,0.6512578895901856,0.00012062228009744721
1898,0.6434194233150539,0.6535436550017675,0.6529637979047872,0.6468574984443062,0.00011416498458901854
1899,0.6426676101185209,0.6390950866030398,0.6418688944879106,0.6425904524846652,6.905001330346372e-05
1900,0.6403237219175659,0.6458996111700248,0.6490739512885116,0.6461018757222864,8.58389816253782e-05
1901,0.6346187864850521,0.6357811947684693,0.6396587543650268,0.6299226597919815,9.574016807163547e-05
1902,0.6393507871926409,0.6320696359137503,0.6363435441807012,0.6335229798204284,8.73600334562525e-05
1903,0.6236511586768088,0.6234977023683279,0.6257348715908589,0.6261889945772957,0.00010535436360640702
1904,0.6194056253316824,0.6125839519264757,0.6214471997524643,0.6190328029158149,0.00013502922385403023
1905,0.6185211392181142,0.620581477553906,0.6221986473942448,0.6212107742910481,8.566678707848678e-05
1906,0.6258181496550503,0.6189466242488513,0.6244971931220439,0.6233442972708686,0.00010156608357479553
1907,0.6114010260038918,0.61983032873807,0.6189718428148344,0.6115210240910304,9.622805262116119e-05
1908,0.6096320537767557,0.6034376104630612,0.6118551916191487,0.6109431949506624,0.00011628871733401286
1909,0.6125950822572086,0.6095793566631318,0.6157008354329666,0.6013423415414704,0.00010093470356952697
1910,0.6096320537767557,0.6098444680098976,0.6119878000265219,0.614054582629567,8.810620982611537e-05
1911,0.5883601627454449,0.5996818663838812,0.5985501480793883,0.5941861498799893,0.00010736329998680704
1912,0.5929594905359985,0.5911099328384588,0.5941298678336208,0.5938750111120988,7.08867551369723e-05
1913,0.6249336635414824,0.6148373983739837,0.6217566193696681,0.6210329807093963,0.0001793980187697222
1914,0.6221033079780647,0.6265022976316721,0.6273703752817928,0.6281002755800514,6.684018328502369e-05
1915,0.6192287281089686,0.6173117709437963,0.6186624231976309,0.6196550804515956,5.07399931506749e-05
1916,0.6378913851052537,0.6245139625309295,0.6366971666003624,0.6298782113965685,9.562537170704118e-05
1917,0.6375375906598266,0.6348091198303287,0.6373160058347701,0.6356565028002489,0.0001207370764620415
1918,0.6735803997877232,0.663352774832096,0.6716173805419264,0.6694372833140724,0.00034146178648570706
1919,0.6689368476914914,0.6706433368681513,0.6730760730230297,0.6729931549471065,0.00019808112710744243
1920,0.6701751282504864,0.6644574054436196,0.6683463731600584,0.6710818739443506,9.797869718122408e-05
1921,0.671015390058376,0.6646783315659244,0.671794191751757,0.6688594541737044,0.0001418596075473903
1922,0.6596497434990272,0.6621597737716507,0.665561596605225,0.6643701662369988,0.00014163001481820174
1923,0.666460286573501,0.6638829975256273,0.666092030234717,0.6671259667526003,0.00010991751909902994
1924,0.6671236511586769,0.6603923647932133,0.6652963797904788,0.6572584229709307,9.70316271733212e-05
1925,0.6603573323898813,0.6591109932838459,0.6648543517659019,0.6647702017957152,0.0001135049054926014
1926,0.653237219175659,0.6467391304347825,0.6537152455465677,0.6521913058938572,0.00017078829142515067
1927,0.658544135857067,0.6450159066808059,0.6572956725456395,0.6526802382433995,0.0001430075711933332
1928,0.6623916504510878,0.6637062566277838,0.6627768200503913,0.6641034758645213,0.00019544081072177385
1929,0.6623474261454096,0.661938847649346,0.6637934845069177,0.6677482442883812,0.00010216876448891553
1930,0.6598708650274192,0.6613202545068928,0.6610529107545421,0.6594808427415769,0.00017030040687562495
1931,0.6605342296125951,0.6656062212796039,0.6665782610617516,0.6640145790736954,0.00012587421377763583
1932,0.6518662656996286,0.6575645104277128,0.656544224903859,0.6561916614810205,9.749081263169836e-05
1933,0.6498761719441006,0.6499204665959704,0.6554833576448748,0.6559694195039557,8.466231888828676e-05
1934,0.6299310100831417,0.6373276776246024,0.6370949918224816,0.6359676415681393,0.00015698402858268764
1935,0.6197151954714311,0.6191675503711558,0.6270609556645893,0.6173882122855364,8.853669619334395e-05
1936,0.6179462232442949,0.6207582184517497,0.6205631437033109,0.6205884967552672,8.629816708375534e-05
1937,0.613523792676455,0.612363025804171,0.6178667727533925,0.616499244377278,0.00014513130393832753
1938,0.6247567663187688,0.6224372569812655,0.6232595146532293,0.6241443683883011,8.454752252369248e-05
1939,0.6339554218998762,0.6317161541180629,0.6367413694028202,0.6361454351497912,0.00011783846825603574
1940,0.6393065628869625,0.6350300459526335,0.638553684303585,0.6402346875277803,0.00010676061907268704
1941,0.6283389350787192,0.6337928596677271,0.6354594881315477,0.6321895279580408,5.7771270482075e-05
1942,0.6258181496550503,0.6061329091551784,0.6235247314679752,0.6132545115121343,9.631414989460691e-05
1943,0.6153812135149479,0.6247790738776953,0.6235689342704328,0.621344119477287,7.803282883296666e-05
1944,0.6062710065451973,0.6014934605867797,0.6089378066569421,0.6056093875011112,0.00014323716392252177
1945,0.6147620732354502,0.5994609402615765,0.6115899748044026,0.6058316294781759,0.000103144533587967
1946,0.5946842384574562,0.6076352067868505,0.6092472262741458,0.600408925237799,9.90692626448698e-05
1947,0.5968070051300194,0.5993283845881936,0.6001414489678646,0.5983642990488044,9.243977258954972e-05
1948,0.6006102954183619,0.5967214563449983,0.6069928833488044,0.6034314161258779,5.1801859523172066e-05
1949,0.6079515301609766,0.60714916931778,0.6088936038544844,0.6123210952084631,6.0296790503149315e-05
1950,0.5975588183265523,0.5995493107104983,0.5994342041285418,0.5970308471864164,0.00012455405558480155
1951,0.6117548204493188,0.6096235418875926,0.6105733103478762,0.6141434794203929,0.00011120897820071567
1952,0.6049442773748452,0.6016260162601625,0.6064182469168548,0.608676326784603,7.877900520282955e-05
1953,0.6173270829647974,0.6051608342170378,0.614286345754321,0.611165436927727,8.55519907138925e-05
1954,0.6235184857597735,0.6185931424531637,0.6204747380983954,0.6162325540048005,0.00010081990720493266
1955,0.6077304086325843,0.6067515022976318,0.6085841842372807,0.6096986398791003,0.00010839646726815562
1956,0.6013621086148948,0.592479674796748,0.600495071387526,0.5920970752955818,0.00012111016464697293
1957,0.5991066690252964,0.5958819370802404,0.5977102948326926,0.5993421637478887,8.225159523180672e-05
1958,0.593445957898461,0.5988865323435844,0.5980197144498963,0.5938305627166859,0.00011112288092726994
1959,0.5974261454095171,0.5927889713679744,0.5943066790434514,0.5944528402524668,0.00012177024374339008
1960,0.5834512648151424,0.5816542948038177,0.5830791672192018,0.5834740865854743,0.0001210240673735272
1961,0.5781885724394127,0.5782520325203251,0.581532069133183,0.5815183571873056,0.00010983142182558421
1962,0.5886697328851938,0.5819194061505832,0.5897537903903108,0.5891634811983287,4.910414495520632e-05
1963,0.5970723509640898,0.598312124425592,0.5975776864253194,0.6002311316561472,5.639371410694357e-05
1964,0.5939766495666019,0.5987539766702015,0.5995668125359149,0.5957862921148548,7.140333877764661e-05
1965,0.6049885016805236,0.5986656062212796,0.6043849180038016,0.6052982487332207,4.2905141267114824e-05
1966,0.613523792676455,0.6045422410745847,0.6103522963355877,0.6085874299937774,3.8542879412531916e-05
1967,0.6103838669732884,0.6152792506185931,0.6141979401494057,0.6150768957240643,4.5975944020012e-05
1968,0.6222359808950999,0.6138653234358431,0.62286168943111,0.6199662192194862,0.0001102332091016642
1969,0.6147620732354502,0.6140862495581478,0.6139769261371172,0.61698817672682,5.6910297747617844e-05
1970,0.6280735892446487,0.6186815129020855,0.6251602351589091,0.6260556493910568,0.00013213061564802447
1971,0.6259508225720856,0.624955814775539,0.6302877602439995,0.6299226597919815,0.00012455405558480155
1972,0.6317884309216344,0.6269883351007424,0.6308181938734917,0.6327229087029959,5.317941589830352e-05
1973,0.6285158323014328,0.6251767408978437,0.6274145780842507,0.629611521024091,4.075270943097194e-05
1974,0.636476207323545,0.6255302226935313,0.6350174601069708,0.6317005956084986,7.321138152000661e-05
1975,0.6393065628869625,0.6360904913396961,0.6386862927109581,0.6414792425993422,0.00010021722629081266
1976,0.6459844330444011,0.6395369388476493,0.6456261326968132,0.6469908436305448,9.100481803212112e-05
1977,0.6470900406863611,0.6497437256981264,0.6515051054236839,0.6521468574984445,5.570493591937784e-05
1978,0.651910490005307,0.6481530576175327,0.6493833709057154,0.652902480220464,0.00015695532949153905
1979,0.658765257385459,0.6547366560622128,0.6555717632497903,0.6599253266957065,0.00017494965964169357
1980,0.6769856713249602,0.6576086956521738,0.6737833178623526,0.6653480309360832,0.00021182799176760835
1981,0.6715460817265169,0.6660922587486744,0.6725456393935375,0.6712152191305892,0.00016318303227077916
1982,0.6635857067044046,0.6679038529515731,0.6706007160853998,0.6686816605920526,0.0001677174886722535
1983,0.6700866796391298,0.6660922587486744,0.6668876806789553,0.6676148991021423,0.00017667160511060788
1984,0.6725190164514416,0.6731618946624249,0.6746231711090486,0.6740599164370168,0.00026885308587982045
1985,0.6597381921103838,0.6735595616825734,0.6723246253812493,0.6629478175837854,0.00018464995244991082
1986,0.6607111268353087,0.6600388829975254,0.6602130575078461,0.6633923015379145,9.28702589567783e-05
1987,0.6600919865558112,0.6654294803817604,0.6698934712460772,0.6661481020535159,9.660114080609262e-05
1988,0.6632319122589776,0.6567249911629551,0.6606992883348805,0.6595252911369899,7.114504695730946e-05
1989,0.6687157261630994,0.6595086603039941,0.6695398488264156,0.6675260023113166,7.889380156742386e-05
1990,0.6918892623385813,0.6770501944149876,0.690226760376608,0.684638634545293,0.00015626655130397335
1991,0.6846364762073234,0.6960498409331921,0.6956637050789022,0.6906391679260379,0.0003244145263434554
1992,0.6785335220237041,0.6814245316366208,0.6811651858727844,0.6785936527691351,0.00019168122978131092
1993,0.6777817088271716,0.6765199717214563,0.6766122972196439,0.6747266423682104,0.00011413628549786998
1994,0.6688483990801344,0.6707317073170731,0.674136940282014,0.6750822295315139,0.00012751006197310444
1995,0.6642048469839021,0.6692735949098623,0.6721478141714187,0.6687705573828783,0.00013382386202579022
1996,0.6732708296479744,0.6631318487097912,0.671396366529638,0.6669926215663614,0.00016981252232609924
1997,0.6660622678223951,0.6780664545775894,0.6772753392565088,0.6641479242599343,0.00019216911433083664
1998,0.6726074650627984,0.6620272180982678,0.6694072404190426,0.6672148635434262,0.0002486489257112259
1999,0.6577038740491774,0.6707758925415341,0.6756398355655749,0.6638812338874568,0.00026601187585611184
2000,0.6535467893154077,0.6586249558147754,0.6629536312602219,0.6549471064094586,0.00020864239265011683
2001,0.6518220413939502,0.6558412866737362,0.6565000221014013,0.6515245799626633,0.00015684053312694477
2002,0.6589421546081726,0.6584040296924707,0.6573840781505548,0.6578807005067117,0.00017761867511851078
2003,0.6571289580753583,0.6565040650406502,0.6581355257923353,0.6546804160369811,0.00012501324104317868
2004,0.6642490712895808,0.6550017674089783,0.6629978340626798,0.6610365365810295,0.0001736868996311564
2005,0.6562444719617904,0.6673294450335809,0.6695398488264156,0.6624144368388302,0.00020141022168067676
2006,0.6458075358216877,0.6481088723930717,0.6525659726826681,0.6493021601920169,0.0001336516674788988
2007,0.6339554218998762,0.6447949805585012,0.6440348318083368,0.6336118766112543,0.00012243032283980722
2008,0.6277640191049001,0.6274301873453516,0.6279892145162004,0.6285892079295937,0.000127538761064253
2009,0.6390854413585707,0.6304347826086956,0.6378464394642621,0.6371677482442882,0.0001222294292017672
2010,0.6446134795683709,0.6409950512548603,0.6431065729567257,0.6416125877855811,0.00015224867854317332
2011,0.6428445073412348,0.6393601979498054,0.6412942580559607,0.6439239043470532,0.000149522264884059
2012,0.6409428621970634,0.6431601272534464,0.6438138177960483,0.637434438616766,0.00012639079741831014
2013,0.6376260392711834,0.646297278190173,0.6453167130796095,0.6431682816250331,0.00011321791458111569
2014,0.6284716079957544,0.6251325556733829,0.6294921097997613,0.6286336563250067,0.00011425108186246426
2015,0.626216168406156,0.6293301519971721,0.6289174733678115,0.6317894923993245,0.00010047551811114981
2016,0.6248452149301256,0.6259720749381408,0.630376165848915,0.6299671081873944,9.350163896204686e-05
2017,0.6385105253847514,0.6220837751855779,0.6389073067232461,0.629122588674549,0.00010776508726288706
2018,0.6365646559349016,0.6420996818663838,0.6412942580559607,0.6413014490176906,4.9505932231286314e-05
2019,0.655448434459579,0.6390950866030398,0.6524775670777528,0.645168459418615,0.00010193917175972697
2020,0.6577480983548558,0.654515729939908,0.6593290014586924,0.6593474975553383,8.629816708375534e-05
2021,0.6584999115513888,0.6564598798161894,0.6563674136940284,0.6610365365810295,0.0001475994257771047
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