raw_data/kaggle/cryptocurrency/crypto-data-2014-2026/crypto50_data/APT21794.csv

Date,Open,High,Low,Close,Adj Close,Volume
2022-10-19,8.384906768798828,8.552428245544434,6.687963008880615,7.240589141845703,7.240589141845703,1893697459
2022-10-20,7.265748977661133,7.696688175201416,6.960000038146973,7.360024929046631,7.360024929046631,529639711
2022-10-21,7.35972785949707,7.655117988586426,7.05832576751709,7.4958391189575195,7.4958391189575195,538678089
2022-10-22,7.495904922485352,9.227824211120605,7.355244159698486,8.933971405029297,8.933971405029297,1010096593
2022-10-23,8.939705848693848,10.246317863464355,8.930174827575684,9.768685340881348,9.768685340881348,1563614567
2022-10-24,9.766256332397461,9.888622283935547,9.278770446777344,9.530888557434082,9.530888557434082,859797309
2022-10-25,9.53378677368164,9.550371170043945,8.549745559692383,8.794204711914062,8.794204711914062,750677399
2022-10-26,8.79216480255127,9.242596626281738,8.641926765441895,9.195347785949707,9.195347785949707,635713216
2022-10-27,9.19872760772705,9.579330444335938,8.683182716369629,8.699894905090332,8.699894905090332,611107035
2022-10-28,8.700505256652832,8.79281234741211,7.967000961303711,8.16659927368164,8.16659927368164,559120148
2022-10-29,8.174667358398438,8.35331916809082,7.757503032684326,7.951610088348389,7.951610088348389,529621532
2022-10-30,7.948369979858398,8.324140548706055,7.713105201721191,7.826290130615234,7.826290130615234,451802445
2022-10-31,7.820224761962891,8.185352325439453,7.753748893737793,7.946245193481445,7.946245193481445,345247064
2022-11-01,7.944374084472656,8.294975280761719,7.82850980758667,8.17802906036377,8.17802906036377,360913949
2022-11-02,8.177438735961914,8.18968391418457,7.183623790740967,7.375722885131836,7.375722885131836,490408273
2022-11-03,7.37782621383667,7.54262113571167,7.197601795196533,7.229013919830322,7.229013919830322,228148317
2022-11-04,7.229114055633545,7.760378837585449,7.1718220710754395,7.6653242111206055,7.6653242111206055,285451797
2022-11-05,7.662476062774658,7.969793796539307,7.535490989685059,7.630500793457031,7.630500793457031,338772743
2022-11-06,7.632966995239258,8.208243370056152,7.256993770599365,7.298464775085449,7.298464775085449,451095887
2022-11-07,7.301365852355957,7.435733795166016,6.877326011657715,6.993258953094482,6.993258953094482,337173352
2022-11-08,6.994274139404297,7.011283874511719,4.876768112182617,5.371302127838135,5.371302127838135,648703258
2022-11-09,5.373365879058838,5.376616954803467,3.598536968231201,3.9356789588928223,3.9356789588928223,491391441
2022-11-10,3.937290906906128,5.388466835021973,3.8770101070404053,5.143031120300293,5.143031120300293,499997318
2022-11-11,5.142248153686523,5.294585227966309,4.591667175292969,5.136006832122803,5.136006832122803,303074926
2022-11-12,5.139102935791016,5.1467390060424805,4.475489139556885,4.531232833862305,4.531232833862305,137786926
2022-11-13,4.531830787658691,4.591777801513672,4.158085823059082,4.227581977844238,4.227581977844238,141540550
2022-11-14,4.2275238037109375,4.477468013763428,3.8004860877990723,4.184992790222168,4.184992790222168,187926877
2022-11-15,4.185640811920166,4.682283878326416,4.129244804382324,4.3374528884887695,4.3374528884887695,193401338
2022-11-16,4.33421516418457,4.8698201179504395,4.182362079620361,4.505821228027344,4.505821228027344,281689115
2022-11-17,4.505117893218994,4.7962799072265625,4.366373062133789,4.666947841644287,4.666947841644287,260154917
2022-11-18,4.6655731201171875,4.8948869705200195,4.585597991943359,4.7171549797058105,4.7171549797058105,169525287
2022-11-19,4.716075897216797,4.760536193847656,4.530148029327393,4.631548881530762,4.631548881530762,85115298
2022-11-20,4.630997180938721,4.630997180938721,4.058986186981201,4.094278812408447,4.094278812408447,106295381
2022-11-21,4.093928813934326,4.1396870613098145,3.9112870693206787,4.067008972167969,4.067008972167969,141358232
2022-11-22,4.064151763916016,4.478609085083008,3.886522054672241,4.315392017364502,4.315392017364502,135898407
2022-11-23,4.315807819366455,4.565362930297852,4.2596940994262695,4.441544055938721,4.441544055938721,112618897
2022-11-24,4.441792964935303,4.684939861297607,4.248231887817383,4.446268081665039,4.446268081665039,128060094
2022-11-25,4.444153785705566,4.535449981689453,4.2765960693359375,4.430447101593018,4.430447101593018,87493032
2022-11-26,4.430652141571045,4.997945785522461,4.417490005493164,4.768651008605957,4.768651008605957,225885264
2022-11-27,4.768601894378662,5.0098090171813965,4.659962177276611,4.785311222076416,4.785311222076416,137749662
2022-11-28,4.786099910736084,4.791531085968018,4.349792003631592,4.483098983764648,4.483098983764648,106811395
2022-11-29,4.482862949371338,4.7578349113464355,4.4398112297058105,4.6770429611206055,4.6770429611206055,101113072
2022-11-30,4.677048206329346,4.852721214294434,4.597006797790527,4.775721073150635,4.775721073150635,91144831
2022-12-01,4.775815963745117,4.787231922149658,4.601322174072266,4.645680904388428,4.645680904388428,61694938
2022-12-02,4.645968914031982,5.023749828338623,4.555568218231201,4.910121917724609,4.910121917724609,111016785
2022-12-03,4.910158157348633,5.237147808074951,4.8870158195495605,5.1078290939331055,5.1078290939331055,172182318
2022-12-04,5.110246181488037,5.356900215148926,5.084224224090576,5.194817066192627,5.194817066192627,143548505
2022-12-05,5.192983150482178,5.402006149291992,5.019268035888672,5.161661148071289,5.161661148071289,119079407
2022-12-06,5.160883903503418,5.39479923248291,4.910220146179199,5.053658962249756,5.053658962249756,102185217
2022-12-07,5.052580833435059,5.052580833435059,4.7368388175964355,4.818019866943359,4.818019866943359,98685739
2022-12-08,4.81834602355957,4.939713954925537,4.72976016998291,4.921112060546875,4.921112060546875,81153970
2022-12-09,4.920380115509033,4.940409183502197,4.762989044189453,4.807733058929443,4.807733058929443,49175267
2022-12-10,4.807720184326172,4.838949203491211,4.768500804901123,4.784294128417969,4.784294128417969,31476781
2022-12-11,4.78254508972168,4.895094871520996,4.667099952697754,4.673612117767334,4.673612117767334,44380638
2022-12-12,4.674050807952881,4.7006402015686035,4.394217014312744,4.525636196136475,4.525636196136475,68166300
2022-12-13,4.526174068450928,4.649755001068115,4.306763172149658,4.628009796142578,4.628009796142578,87863004
2022-12-14,4.627347946166992,4.72354793548584,4.555734157562256,4.705554962158203,4.705554962158203,81558782
2022-12-15,4.70438814163208,4.784989833831787,4.530701160430908,4.666009902954102,4.666009902954102,98946312
2022-12-16,4.666449069976807,4.72483491897583,4.004593849182129,4.054845809936523,4.054845809936523,103187774
2022-12-17,4.054393768310547,4.141615867614746,3.975187063217163,4.094766139984131,4.094766139984131,77162683
2022-12-18,4.094380855560303,4.096561908721924,4.000988960266113,4.058813095092773,4.058813095092773,57587828
2022-12-19,4.0593438148498535,4.113605976104736,3.7518179416656494,3.8096659183502197,3.8096659183502197,68992404
2022-12-20,3.8090639114379883,3.920473098754883,3.803774118423462,3.9016358852386475,3.9016358852386475,62564291
2022-12-21,3.901144027709961,3.901144027709961,3.6921091079711914,3.7638089656829834,3.7638089656829834,53879235
2022-12-22,3.763788938522339,3.7809650897979736,3.5846710205078125,3.708414077758789,3.708414077758789,60949761
2022-12-23,3.7084879875183105,3.807990074157715,3.6953630447387695,3.7497119903564453,3.7497119903564453,38964027
2022-12-24,3.7491679191589355,3.774027109146118,3.6951239109039307,3.7048909664154053,3.7048909664154053,22688621
2022-12-25,3.7046730518341064,3.7210090160369873,3.536195993423462,3.580962896347046,3.580962896347046,40978183
2022-12-26,3.581284999847412,3.650099039077759,3.5621418952941895,3.6453299522399902,3.6453299522399902,33089867
2022-12-27,3.645930051803589,3.6689839363098145,3.5445330142974854,3.594099998474121,3.594099998474121,39738541
2022-12-28,3.594611883163452,3.603996992111206,3.210045099258423,3.2393178939819336,3.2393178939819336,94132723
2022-12-29,3.2395410537719727,3.255117893218994,3.086972951889038,3.212038040161133,3.212038040161133,64465899
2022-12-30,3.213300943374634,3.417922019958496,3.1324970722198486,3.417922019958496,3.417922019958496,98897504
2022-12-31,3.416645050048828,3.487173080444336,3.330794095993042,3.4516899585723877,3.4516899585723877,80134881
2023-01-01,3.451077938079834,3.5383141040802,3.4181020259857178,3.5266599655151367,3.5266599655151367,46745846
2023-01-02,3.5266640186309814,3.789339065551758,3.4628350734710693,3.761044979095459,3.761044979095459,116821396
2023-01-03,3.7630860805511475,3.8560218811035156,3.6700780391693115,3.8236029148101807,3.8236029148101807,129100464
2023-01-04,3.8238589763641357,4.001194953918457,3.7268528938293457,3.8151309490203857,3.8151309490203857,148213279
2023-01-05,3.8146610260009766,3.8406190872192383,3.675870895385742,3.7069320678710938,3.7069320678710938,92897772
2023-01-06,3.707982063293457,3.900765895843506,3.5996510982513428,3.859510898590088,3.859510898590088,94115158
2023-01-07,3.859905958175659,3.886488914489746,3.797243118286133,3.834944009780884,3.834944009780884,47655694
2023-01-08,3.8342249393463135,3.923279047012329,3.7410900592803955,3.923279047012329,3.923279047012329,70746108
2023-01-09,3.9223809242248535,5.4852399826049805,3.9046030044555664,5.212224006652832,5.212224006652832,577953988
2023-01-10,5.216198921203613,5.858613967895508,4.960923194885254,5.527227878570557,5.527227878570557,838131347
2023-01-11,5.52642297744751,5.52642297744751,5.027630805969238,5.295352935791016,5.295352935791016,371178595
2023-01-12,5.380337238311768,6.54774808883667,5.062641143798828,6.507094860076904,6.507094860076904,587251760
2023-01-13,6.506680965423584,7.047924041748047,6.217618942260742,6.836019992828369,6.836019992828369,710981678
2023-01-14,6.834437847137451,8.183647155761719,6.805243968963623,7.703296184539795,7.703296184539795,1049753449
2023-01-15,7.708271026611328,8.775826454162598,7.090704917907715,7.923215866088867,7.923215866088867,861854717
2023-01-16,7.926853179931641,8.573275566101074,7.8187031745910645,8.131538391113281,8.131538391113281,699975256
2023-01-17,8.133084297180176,8.233478546142578,7.612122058868408,7.618651866912842,7.618651866912842,383555930
2023-01-18,7.615344047546387,8.325002670288086,7.199110984802246,7.620642185211182,7.620642185211182,610268909
2023-01-19,7.619909763336182,8.071356773376465,7.579862117767334,7.88909387588501,7.88909387588501,415917295
2023-01-20,7.888327121734619,11.013860702514648,7.772500991821289,10.958182334899902,10.958182334899902,926796922
2023-01-21,10.961201667785645,13.200338363647461,10.758063316345215,11.74831771850586,11.74831771850586,2266054454
2023-01-22,11.751906394958496,14.478710174560547,11.751906394958496,13.309231758117676,13.309231758117676,2039546024
2023-01-23,13.314592361450195,14.337574005126953,12.712812423706055,12.788148880004883,12.788148880004883,1196798340
2023-01-24,12.787793159484863,13.547479629516602,11.872049331665039,12.342889785766602,12.342889785766602,912329389
2023-01-25,12.345088958740234,18.59676170349121,12.292203903198242,18.32257652282715,18.32257652282715,2547197702
2023-01-26,18.311599731445312,19.86247444152832,17.30354881286621,18.19307518005371,18.19307518005371,2179582478
2023-01-27,18.184165954589844,18.70631217956543,17.338233947753906,17.745609283447266,17.745609283447266,1120503510
2023-01-28,17.745927810668945,18.885984420776367,16.90488624572754,17.901304244995117,17.901304244995117,1354656263
2023-01-29,17.895462036132812,18.755508422851562,17.548046112060547,18.31778907775879,18.31778907775879,1007270886
2023-01-30,18.318883895874023,19.90315055847168,16.392290115356445,17.24434471130371,17.24434471130371,1768268388
2023-01-31,17.24175453186035,17.344440460205078,16.17805290222168,16.74574851989746,16.74574851989746,1003617760
2023-02-01,16.74245834350586,18.292503356933594,15.655038833618164,18.193723678588867,18.193723678588867,1171169584
2023-02-02,18.194042205810547,18.625064849853516,17.021652221679688,17.199216842651367,17.199216842651367,1051759204
2023-02-03,17.19258689880371,17.3885498046875,16.673059463500977,17.025434494018555,17.025434494018555,782539379
2023-02-04,17.022966384887695,17.054758071899414,16.441131591796875,16.480382919311523,16.480382919311523,422144895
2023-02-05,16.4815616607666,16.97714614868164,14.911041259765625,15.426562309265137,15.426562309265137,721099354
2023-02-06,15.428982734680176,15.886490821838379,14.487054824829102,14.957624435424805,14.957624435424805,887004999
2023-02-07,14.954141616821289,16.187593460083008,14.951428413391113,16.066146850585938,16.066146850585938,951278225
2023-02-08,16.063949584960938,16.296428680419922,14.774869918823242,15.058317184448242,15.058317184448242,628725204
2023-02-09,15.074447631835938,15.127366065979004,12.965585708618164,13.297669410705566,13.297669410705566,882298761
2023-02-10,13.321267127990723,13.700675010681152,12.666135787963867,13.62783432006836,13.62783432006836,797677440
2023-02-11,13.630803108215332,14.586136817932129,13.261075019836426,13.885954856872559,13.885954856872559,851140075
2023-02-12,13.887533187866211,14.142184257507324,13.018074989318848,13.110206604003906,13.110206604003906,466981913
2023-02-13,13.106745719909668,13.806551933288574,12.454401016235352,13.758503913879395,13.758503913879395,719238260
2023-02-14,13.757044792175293,14.77186107635498,13.73293399810791,14.709190368652344,14.709190368652344,915922161
2023-02-15,14.713871002197266,16.217439651489258,14.129239082336426,15.9513521194458,15.9513521194458,822243519
2023-02-16,15.947571754455566,16.643211364746094,14.60876178741455,14.715970039367676,14.715970039367676,950331958
2023-02-17,14.7079496383667,14.964558601379395,14.162574768066406,14.742901802062988,14.742901802062988,764201684
2023-02-18,14.744832038879395,14.958475112915039,14.218110084533691,14.45045280456543,14.45045280456543,355909659
2023-02-19,14.454668045043945,14.796853065490723,13.873493194580078,14.070516586303711,14.070516586303711,503278909
2023-02-20,14.081658363342285,14.368844985961914,13.715529441833496,14.206357955932617,14.206357955932617,411976745
2023-02-21,14.206669807434082,14.257807731628418,13.121954917907715,13.44544792175293,13.44544792175293,352014054
2023-02-22,13.446314811706543,13.933226585388184,12.778392791748047,13.893339157104492,13.893339157104492,466432911
2023-02-23,13.89302921295166,14.123815536499023,13.270557403564453,13.46182632446289,13.46182632446289,400050197
2023-02-24,13.462342262268066,13.760202407836914,12.58707046508789,12.829524040222168,12.829524040222168,362704102
2023-02-25,12.8330078125,12.870366096496582,11.593756675720215,12.282505989074707,12.282505989074707,424372692
2023-02-26,12.279412269592285,12.905244827270508,12.145683288574219,12.664834976196289,12.664834976196289,299416931
2023-02-27,12.660218238830566,12.998247146606445,12.136154174804688,12.392657279968262,12.392657279968262,287398545
2023-02-28,12.391877174377441,12.42278003692627,11.813179016113281,11.873184204101562,11.873184204101562,310019514
2023-03-01,11.874408721923828,13.468859672546387,11.859664916992188,13.468859672546387,13.468859672546387,730806088
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2023-03-03,12.852425575256348,12.873067855834961,11.535567283630371,11.73399543762207,11.73399543762207,526220359
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2025-10-03,5.229498863220215,5.443778038024902,5.081455230712891,5.374007225036621,5.374007225036621,500441833
2025-10-04,5.373686790466309,5.549155235290527,5.122507095336914,5.2146477699279785,5.2146477699279785,450869665
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2025-10-06,5.466124057769775,5.493539810180664,5.265970230102539,5.2846832275390625,5.2846832275390625,344199544
2025-10-07,5.2846832275390625,5.472020149230957,5.204453945159912,5.307504177093506,5.307504177093506,381128395
2025-10-08,5.307504177093506,5.366048812866211,5.153844833374023,5.177052974700928,5.177052974700928,261160706
2025-10-09,5.177052974700928,5.177127838134766,4.8178300857543945,5.0097222328186035,5.0097222328186035,244626772
2025-10-10,5.009705066680908,5.114490032196045,2.2209420204162598,3.6797399520874023,3.6797399520874023,440693461
2025-10-11,3.6799399852752686,4.09834098815918,3.5270938873291016,3.6468749046325684,3.6468749046325684,400462516
2025-10-12,3.646794080734253,4.028395175933838,3.5149459838867188,3.9323201179504395,3.9323201179504395,258873203
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2025-10-16,3.5218820571899414,3.5801401138305664,3.254396915435791,3.293199062347412,3.293199062347412,168202142
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2025-10-24,3.245680093765259,3.3184609413146973,3.1692450046539307,3.303431987762451,3.303431987762451,114625922
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2025-10-26,3.315000057220459,3.614861011505127,3.284701108932495,3.5824060440063477,3.5824060440063477,143588493
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2025-11-01,3.257504940032959,3.3360610008239746,3.2326180934906006,3.3303918838500977,3.3303918838500977,86575058
2025-11-02,3.330251932144165,3.4215309619903564,3.2658910751342773,3.3799850940704346,3.3799850940704346,102680205
2025-11-03,3.3799610137939453,3.3799610137939453,2.7321059703826904,2.777513027191162,2.777513027191162,186829428
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2025-11-11,3.293853998184204,3.3591299057006836,3.0824689865112305,3.093322992324829,3.093322992324829,121281586
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2025-11-22,2.3907010555267334,2.406186103820801,2.2875308990478516,2.3294010162353516,2.3294010162353516,107971372
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2025-12-01,1.9883699417114258,1.9883699417114258,1.818930983543396,1.8719960451126099,1.8719960451126099,171589264
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2025-12-31,1.716249942779541,1.7379629611968994,1.6445790529251099,1.661510944366455,1.661510944366455,104453164
2026-01-01,1.6615060567855835,1.864601969718933,1.6518449783325195,1.8604340553283691,1.8604340553283691,100646664
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2026-01-29,1.611261010169983,1.611286997795105,1.4439740180969238,1.490486979484558,1.490486979484558,97483660
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2026-01-31,1.449084997177124,1.4515190124511719,1.2013609409332275,1.2719889879226685,1.2719889879226685,172045644
2026-02-01,1.2719800472259521,1.296686053276062,1.212293028831482,1.2368930578231812,1.2368930578231812,88107664
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2026-02-09,1.0678449869155884,1.0772980451583862,1.0111219882965088,1.0398720502853394,1.0398720502853394,58346126
2026-02-10,1.039896011352539,1.0451749563217163,0.9749540090560913,0.9881129860877991,0.9881129860877991,60387453
2026-02-11,0.988120973110199,1.009590983390808,0.9187849760055542,0.9243729710578918,0.9243729710578918,88600739
2026-02-12,0.9243059754371643,0.9606350064277649,0.8950880169868469,0.9246600270271301,0.9246600270271301,88729710
2026-02-13,0.9246640205383301,0.9561319947242737,0.8969799876213074,0.9396169781684875,0.9396169781684875,65063804
2026-02-14,0.93961101770401,1.005478024482727,0.9371359944343567,0.9872609972953796,0.9872609972953796,67012423
2026-02-15,0.9872620105743408,0.987330973148346,0.9078519940376282,0.9330369830131531,0.9330369830131531,70472657
2026-02-16,0.9330369830131531,0.9377729892730713,0.9019160270690918,0.9283829927444458,0.9283829927444458,63249961