update: rest api response & pipeline

.github/workflows/pipeline.yaml

@@ -7,8 +7,8 @@ on:
     tags:
       - '*'   
   schedule:
-    - cron: "0 9 * * *"
-    # 16 - 7 = 9
+    - cron: "0 1 * * *"
+    # 8 - 7 = 1
 
 jobs:
   extraction_train_modeling:
@@ -21,8 +21,8 @@ jobs:
 
       - uses: actions/checkout@v3     
         with:
-         persist-credentials: false
-         fetch-depth: 1
+          persist-credentials: false
+          fetch-depth: 1
 
       - name: Read pipeline schedule date
         id: read_schedule

Dockerfile

@@ -10,4 +10,4 @@ RUN pip install --no-cache-dir --upgrade -r requirements.txt
 
 COPY --chown=user . /app
 
-CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "7860"]
+CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--workers", "10", "--port", "7860"]

app.py

@@ -20,7 +20,7 @@ app.add_middleware(
 app.include_router(
     router = route,
     prefix = '/crypto',
-    tags = ['machine_learning']
+    tags = ['Crypto']
 )
 
 @app.get("/", tags = ['Main'])

datasets/ADA-USD.csv

@@ -2402,4 +2402,19 @@ Date,Open,High,Low,Close,Adj Close,Volume
 2024-06-05,0.461485,0.464712,0.457757,0.461175,0.461175,300839736
 2024-06-06,0.461175,0.461865,0.452339,0.458102,0.458102,281512944
 2024-06-07,0.458100,0.488436,0.434423,0.449643,0.449643,864294102
-2024-06-08,0.449639,0.449639,0.443768,0.445545,0.445545,884246720
+2024-06-08,0.449639,0.449639,0.433454,0.436571,0.436571,384756660
+2024-06-09,0.436556,0.445719,0.433257,0.444106,0.444106,331925354
+2024-06-10,0.444101,0.450088,0.436027,0.440461,0.440461,477499641
+2024-06-11,0.440465,0.440938,0.414531,0.421891,0.421891,600659902
+2024-06-12,0.421901,0.443805,0.415993,0.437796,0.437796,451504328
+2024-06-13,0.437818,0.438643,0.419753,0.421185,0.421185,385849589
+2024-06-14,0.421178,0.424121,0.403410,0.411683,0.411683,370827765
+2024-06-15,0.411686,0.415051,0.408905,0.413695,0.413695,209246354
+2024-06-16,0.413724,0.418128,0.410105,0.416379,0.416379,172902870
+2024-06-17,0.416388,0.419987,0.393655,0.401758,0.401758,385694374
+2024-06-18,0.401726,0.402216,0.366577,0.383580,0.383580,593952964
+2024-06-19,0.383565,0.397249,0.380962,0.383791,0.383791,295424813
+2024-06-20,0.383791,0.396790,0.379014,0.384244,0.384244,286206619
+2024-06-21,0.384248,0.390342,0.374608,0.376052,0.376052,272257203
+2024-06-22,0.376051,0.389592,0.371937,0.384812,0.384812,241766850
+2024-06-23,0.384794,0.390563,0.384018,0.390563,0.390563,228810128

datasets/APT21794-USD.csv

@@ -597,4 +597,19 @@ Date,Open,High,Low,Close,Adj Close,Volume
 2024-06-05,9.153568,9.365083,9.153128,9.309822,9.309822,107916944
 2024-06-06,9.309822,9.309938,8.937755,9.095969,9.095969,89505369
 2024-06-07,9.095949,9.379622,7.996711,8.593221,8.593221,209943586
-2024-06-08,8.591711,8.591711,8.457036,8.519128,8.519128,213352800
+2024-06-08,8.591711,8.591711,8.041111,8.130998,8.130998,129105786
+2024-06-09,8.130920,8.614002,8.050749,8.589146,8.589146,151320688
+2024-06-10,8.589859,8.609277,8.222249,8.270756,8.270756,178063932
+2024-06-11,8.270146,8.315207,7.765130,7.969836,7.969836,285982461
+2024-06-12,7.971819,8.535099,7.840262,8.240068,8.240068,174607995
+2024-06-13,8.240167,8.243303,7.804407,7.880788,7.880788,142078401
+2024-06-14,7.881129,8.094156,7.451714,7.689322,7.689322,149062543
+2024-06-15,7.689142,7.928537,7.652588,7.874294,7.874294,86015806
+2024-06-16,7.875718,7.939307,7.751608,7.897029,7.897029,74373734
+2024-06-17,7.897447,7.919172,7.256248,7.448721,7.448721,163664516
+2024-06-18,7.448367,7.448367,6.522366,6.829664,6.829664,281839858
+2024-06-19,6.829489,7.109319,6.751914,6.891644,6.891644,153104339
+2024-06-20,6.891644,7.158962,6.729643,6.907999,6.907999,168130290
+2024-06-21,6.906493,7.029233,6.812755,6.937375,6.937375,144017997
+2024-06-22,6.937681,6.938184,6.816058,6.863215,6.863215,72928164
+2024-06-23,6.862212,6.980551,6.856907,6.966905,6.966905,67397728

datasets/AR-USD.csv

@@ -1472,4 +1472,19 @@ Date,Open,High,Low,Close,Adj Close,Volume
 2024-06-05,46.320992,46.339565,44.112221,44.220200,44.220200,93015341
 2024-06-06,44.220200,44.645573,41.420849,41.880127,41.880127,66388124
 2024-06-07,41.880013,42.653053,35.165440,38.960632,38.960632,119218519
-2024-06-08,38.946011,39.534676,38.624916,38.936619,38.936619,120108512
+2024-06-08,38.946011,39.572014,36.356609,36.857433,36.857433,62967128
+2024-06-09,36.856651,38.282452,36.384823,37.675396,37.675396,44830701
+2024-06-10,37.674763,38.327236,36.140327,36.563068,36.563068,97322793
+2024-06-11,36.565697,36.633076,31.922565,33.213730,33.213730,120376558
+2024-06-12,33.202286,36.238251,32.473591,34.892128,34.892128,96972280
+2024-06-13,34.889462,35.396301,28.612598,29.105841,29.105841,166802579
+2024-06-14,29.101677,32.075718,27.720053,28.483547,28.483547,125012950
+2024-06-15,28.484005,29.436754,28.285627,28.296356,28.296356,48342287
+2024-06-16,28.294815,28.943727,27.741398,28.576830,28.576830,37545202
+2024-06-17,28.576460,28.844103,26.135296,26.605137,26.605137,80054092
+2024-06-18,26.601145,26.622845,23.299253,25.900925,25.900925,91451395
+2024-06-19,25.905121,28.720102,25.653254,27.214239,27.214239,93779407
+2024-06-20,27.214239,29.259483,25.848511,26.031660,26.031660,99510760
+2024-06-21,26.032036,28.137741,25.237125,27.950066,27.950066,72331851
+2024-06-22,27.947155,28.206366,27.162918,27.569958,27.569958,50006957
+2024-06-23,27.572495,27.938768,27.286060,27.455824,27.455824,37841332

datasets/ARB11841-USD.csv

@@ -442,4 +442,19 @@ Date,Open,High,Low,Close,Adj Close,Volume
 2024-06-05,1.107812,1.135997,1.102948,1.122947,1.122947,280932612
 2024-06-06,1.122950,1.123754,1.077755,1.088713,1.088713,226273579
 2024-06-07,1.088705,1.102665,0.923908,0.998952,0.998952,513959182
-2024-06-08,0.998821,1.006550,0.985146,0.999442,0.999442,541552320
+2024-06-08,0.998821,1.006705,0.954284,0.967728,0.967728,294623174
+2024-06-09,0.967729,0.987398,0.958086,0.979326,0.979326,277300562
+2024-06-10,0.979341,0.980067,0.949023,0.959278,0.959278,311809407
+2024-06-11,0.959304,0.962695,0.915431,0.937723,0.937723,428288445
+2024-06-12,0.937729,0.997542,0.915780,0.972923,0.972923,307584911
+2024-06-13,0.972919,0.972919,0.923972,0.936652,0.936652,260393589
+2024-06-14,0.936616,0.952233,0.883198,0.912164,0.912164,256474623
+2024-06-15,0.912144,0.937145,0.912094,0.921659,0.921659,139075519
+2024-06-16,0.921663,0.934281,0.901422,0.923675,0.923675,129668990
+2024-06-17,0.923674,0.928739,0.846415,0.858712,0.858712,258986764
+2024-06-18,0.858581,0.860323,0.752370,0.795244,0.795244,434683856
+2024-06-19,0.795205,0.833718,0.788190,0.812209,0.812209,233180885
+2024-06-20,0.812209,0.846925,0.800655,0.800927,0.800927,233003450
+2024-06-21,0.800919,0.808209,0.783914,0.800980,0.800980,223405761
+2024-06-22,0.801005,0.809611,0.792755,0.804520,0.804520,107189509
+2024-06-23,0.804471,0.814209,0.803329,0.813469,0.813469,97651768

datasets/ATOM-USD.csv

@@ -1912,4 +1912,19 @@ Date,Open,High,Low,Close,Adj Close,Volume
 2024-06-05,8.535205,8.728137,8.500226,8.692577,8.692577,101131154
 2024-06-06,8.692935,8.793395,8.573470,8.617699,8.617699,111718832
 2024-06-07,8.617626,8.690089,7.645950,8.098859,8.098859,209205882
-2024-06-08,8.098445,8.105457,7.990501,8.105457,8.105457,220916000
+2024-06-08,8.098445,8.107482,7.726115,7.759524,7.759524,131377792
+2024-06-09,7.759129,7.938547,7.732251,7.881794,7.881794,161954716
+2024-06-10,7.881789,7.921499,7.732430,7.853382,7.853382,168079865
+2024-06-11,7.853294,7.853449,7.407860,7.520244,7.520244,197185255
+2024-06-12,7.520189,7.883224,7.421848,7.775824,7.775824,139553809
+2024-06-13,7.775832,7.789223,7.380464,7.435370,7.435370,120920636
+2024-06-14,7.435458,7.491656,6.983678,7.113450,7.113450,141360196
+2024-06-15,7.112971,7.204450,7.098656,7.142674,7.142674,79104497
+2024-06-16,7.142553,7.239362,7.064380,7.216837,7.216837,65622396
+2024-06-17,7.216818,7.235795,6.810995,6.997442,6.997442,131202025
+2024-06-18,6.997428,7.011307,6.317323,6.698558,6.698558,237121928
+2024-06-19,6.696579,6.948950,6.645863,6.886108,6.886108,115990687
+2024-06-20,6.886108,7.101937,6.825943,6.836057,6.836057,122051264
+2024-06-21,6.835967,6.917904,6.761434,6.786554,6.786554,108532734
+2024-06-22,6.785939,6.801940,6.716470,6.741094,6.741094,67174738
+2024-06-23,6.741003,6.831733,6.740849,6.814218,6.814218,59929412

datasets/AVAX-USD.csv

@@ -1425,4 +1425,19 @@ Date,Open,High,Low,Close,Adj Close,Volume
 2024-06-05,36.073288,36.876366,35.980949,36.521587,36.521587,338905421
 2024-06-06,36.521896,37.143639,35.780071,35.911816,35.911816,288389895
 2024-06-07,35.911819,36.826385,31.625736,33.507790,33.507790,639619595
-2024-06-08,33.506649,33.677822,33.343857,33.584747,33.584747,641005952
+2024-06-08,33.506649,33.695019,31.995676,32.290031,32.290031,283275581
+2024-06-09,32.290421,33.000099,32.095875,32.968369,32.968369,225586790
+2024-06-10,32.968403,33.427948,32.068245,32.274227,32.274227,339010385
+2024-06-11,32.274551,32.351345,30.669361,31.541475,31.541475,431914740
+2024-06-12,31.541534,33.948292,30.869465,33.273411,33.273411,393798586
+2024-06-13,33.271225,33.390507,30.940817,30.983215,30.983215,288165399
+2024-06-14,30.981415,32.063686,29.312731,30.291039,30.291039,375634359
+2024-06-15,30.289495,30.605833,29.937782,29.987537,29.987537,160233357
+2024-06-16,29.988564,30.435219,29.676723,30.038870,30.038870,183019542
+2024-06-17,30.042442,30.307405,27.425512,28.480154,28.480154,322647281
+2024-06-18,28.476164,28.494125,25.382999,26.618864,26.618864,449168310
+2024-06-19,26.617783,27.589130,26.420097,26.891941,26.891941,214897798
+2024-06-20,26.891941,28.845137,26.717438,27.544409,27.544409,295674926
+2024-06-21,27.543884,27.984089,26.976751,27.450439,27.450439,229113421
+2024-06-22,27.449894,27.468800,24.671511,25.617315,25.617315,568500434
+2024-06-23,25.616165,25.961617,25.594069,25.826704,25.826704,254679968

datasets/BCH-USD.csv

@@ -2402,4 +2402,19 @@ Date,Open,High,Low,Close,Adj Close,Volume
 2024-06-05,477.093323,497.577820,476.911987,495.131348,495.131348,285638569
 2024-06-06,495.131348,501.904449,487.730286,495.823456,495.823456,308007650
 2024-06-07,495.822357,519.489624,469.070984,478.025146,478.025146,536658669
-2024-06-08,477.980927,484.239624,472.017456,482.163666,482.163666,476764672
+2024-06-08,477.980927,484.485260,465.995239,469.893219,469.893219,298913751
+2024-06-09,469.861084,475.471924,465.646210,474.451935,474.451935,248749607
+2024-06-10,474.447449,474.648895,462.067322,468.922546,468.922546,282512743
+2024-06-11,468.936829,468.976959,434.805847,446.396790,446.396790,372317398
+2024-06-12,446.396179,466.167145,439.875458,454.109436,454.109436,309627044
+2024-06-13,454.110657,455.704620,430.724060,431.528656,431.528656,295548514
+2024-06-14,431.494720,439.871063,411.822174,422.884064,422.884064,290871259
+2024-06-15,422.844788,432.146973,422.571320,429.710663,429.710663,195278489
+2024-06-16,429.719208,433.482513,426.697845,428.152985,428.152985,172946681
+2024-06-17,428.143585,428.948395,405.641663,420.228485,420.228485,275760280
+2024-06-18,420.183624,420.690979,373.450073,389.314880,389.314880,413991010
+2024-06-19,389.297791,397.895386,385.556122,388.660278,388.660278,212059873
+2024-06-20,388.660278,400.227478,385.939758,389.861938,389.861938,227242865
+2024-06-21,389.827545,393.751251,377.373901,382.875336,382.875336,241770183
+2024-06-22,382.868744,396.144928,380.335052,392.161041,392.161041,177606883
+2024-06-23,392.153168,396.133057,389.011749,392.329559,392.329559,185443392

datasets/BNB-USD.csv

@@ -2402,4 +2402,19 @@ Date,Open,High,Low,Close,Adj Close,Volume
 2024-06-05,686.201416,712.588379,685.777100,698.889404,698.889404,3501231414
 2024-06-06,698.889404,720.672607,692.994751,710.464050,710.464050,2997888288
 2024-06-07,710.460388,710.838501,665.180176,683.360962,683.360962,2987033806
-2024-06-08,683.368591,694.312805,680.452637,694.239136,694.239136,2817734400
+2024-06-08,683.368591,694.312805,678.645813,682.665161,682.665161,1966216051
+2024-06-09,682.663879,684.759888,670.813538,673.315308,673.315308,1856183346
+2024-06-10,673.335449,674.313477,615.772949,624.386841,624.386841,3184376694
+2024-06-11,624.396790,628.263367,597.041870,602.558105,602.558105,2604834485
+2024-06-12,602.602600,634.675842,592.293274,619.194824,619.194824,2221546160
+2024-06-13,619.225159,619.298584,596.308777,599.515076,599.515076,1879189691
+2024-06-14,599.478699,611.628723,590.496338,603.180542,603.180542,1848914113
+2024-06-15,603.114197,609.050476,601.585938,607.802917,607.802917,1471028668
+2024-06-16,607.808472,611.197510,601.476929,610.054016,610.054016,1428836675
+2024-06-17,610.073669,611.944031,592.426147,604.467346,604.467346,1797626078
+2024-06-18,604.332886,604.652832,575.761719,588.702087,588.702087,2265505402
+2024-06-19,588.584717,605.731689,587.014160,598.771729,598.771729,1788904109
+2024-06-20,598.771729,607.400757,584.759949,587.107178,587.107178,1817442036
+2024-06-21,587.112610,588.705444,578.015869,585.911926,585.911926,1672110625
+2024-06-22,585.900940,590.939331,581.137634,590.763367,590.763367,1387634576
+2024-06-23,590.671570,592.581238,587.399963,591.205078,591.205078,1372477440

datasets/BTC-USD.csv

@@ -3551,4 +3551,19 @@ Date,Open,High,Low,Close,Adj Close,Volume
 2024-06-05,70568.351563,71735.414063,70390.710938,71082.820313,71082.820313,32810771409
 2024-06-06,71082.843750,71625.734375,70119.125000,70757.164063,70757.164063,25223152007
 2024-06-07,70759.187500,71907.851563,68507.257813,69342.585938,69342.585938,36188381096
-2024-06-08,69324.179688,69518.671875,69231.156250,69480.859375,69480.859375,34105305088
+2024-06-08,69324.179688,69533.320313,69210.742188,69305.773438,69305.773438,14262185861
+2024-06-09,69297.492188,69817.523438,69160.843750,69647.992188,69647.992188,13534028500
+2024-06-10,69644.312500,70146.070313,69232.421875,69512.281250,69512.281250,20597699541
+2024-06-11,69508.078125,69549.414063,66123.601563,67332.031250,67332.031250,37116136345
+2024-06-12,67321.375000,69977.890625,66902.453125,68241.187500,68241.187500,34497940694
+2024-06-13,68243.101563,68365.781250,66304.562500,66756.398438,66756.398438,28955204146
+2024-06-14,66747.570313,67294.648438,65056.894531,66011.093750,66011.093750,27403884779
+2024-06-15,66006.742188,66402.187500,65871.773438,66191.000000,66191.000000,14121265576
+2024-06-16,66189.359375,66894.843750,66018.250000,66639.046875,66639.046875,13281140541
+2024-06-17,66636.515625,67188.320313,65094.964844,66490.296875,66490.296875,30006354476
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+2024-06-23,64248.964844,64491.703125,64248.667969,64380.187500,64380.187500,8030789632

datasets/BTCB-USD.csv

@@ -1816,4 +1816,19 @@ Date,Open,High,Low,Close,Adj Close,Volume
 2024-06-05,70621.328125,71652.296875,70523.539063,71093.164063,71093.164063,41524113
 2024-06-06,71093.164063,71496.859375,70335.929688,70814.250000,70814.250000,34553055
 2024-06-07,70814.250000,71795.226563,68789.484375,69334.601563,69334.601563,36305967
-2024-06-08,69335.648438,69501.585938,69277.789063,69497.734375,69497.734375,34404616
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+2024-06-23,64319.468750,64494.671875,64314.351563,64377.347656,64377.347656,4965773

datasets/CRO-USD.csv

@@ -2002,4 +2002,19 @@ Date,Open,High,Low,Close,Adj Close,Volume
 2024-06-05,0.111378,0.119853,0.111378,0.118850,0.118850,19352519
 2024-06-06,0.118850,0.119321,0.111669,0.113517,0.113517,13328732
 2024-06-07,0.113516,0.119504,0.109805,0.113192,0.113192,20330233
-2024-06-08,0.113195,0.115389,0.112636,0.115270,0.115270,19875952
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+2024-06-12,0.101003,0.107525,0.098997,0.104130,0.104130,14097582
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+2024-06-23,0.093329,0.094356,0.093235,0.094184,0.094184,3587744

datasets/DAI-USD.csv

@@ -1659,4 +1659,19 @@ Date,Open,High,Low,Close,Adj Close,Volume
 2024-06-05,1.000327,1.000567,0.999824,1.000083,1.000083,298053305
 2024-06-06,1.000083,1.000166,0.999632,0.999744,0.999744,245264170
 2024-06-07,0.999750,1.000146,0.999263,0.999983,0.999983,303035854
-2024-06-08,0.999914,1.000031,0.999753,0.999753,0.999753,323398528
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+2024-06-23,1.000109,1.000376,0.999911,0.999930,0.999930,247851744

datasets/DOGE-USD.csv

@@ -2402,4 +2402,19 @@ Date,Open,High,Low,Close,Adj Close,Volume
 2024-06-05,0.161450,0.164724,0.161292,0.163235,0.163235,820053785
 2024-06-06,0.163235,0.165170,0.158657,0.160159,0.160159,893170339
 2024-06-07,0.160158,0.162019,0.143118,0.148303,0.148303,1581768204
-2024-06-08,0.148296,0.148519,0.147528,0.148241,0.148241,1692193024
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+2024-06-23,0.123783,0.125090,0.123768,0.125090,0.125090,319245568

datasets/DOT-USD.csv

@@ -1387,4 +1387,19 @@ Date,Open,High,Low,Close,Adj Close,Volume
 2024-06-05,7.187405,7.288292,7.158897,7.248728,7.248728,171196834
 2024-06-06,7.248750,7.279625,7.068440,7.142014,7.142014,154128107
 2024-06-07,7.142000,7.278182,6.168392,6.657767,6.657767,363773564
-2024-06-08,6.657567,6.671782,6.604938,6.620024,6.620024,372941696
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+2024-06-23,5.747809,5.784728,5.747809,5.761436,5.761436,97913336

datasets/EETH-USD.csv

@@ -126,4 +126,19 @@ Date,Open,High,Low,Close,Adj Close,Volume
 2024-06-05,3809.923096,3846.739990,3789.733154,3846.737305,3846.737305,128301
 2024-06-06,3846.737305,3851.794678,3781.930664,3790.995850,3790.995850,133978
 2024-06-07,3790.995850,3816.748779,3638.885498,3675.857422,3675.857422,149510
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+2024-06-23,3494.728516,3512.707520,3494.710938,3502.811035,3502.811035,179688

datasets/ETC-USD.csv

@@ -2402,4 +2402,19 @@ Date,Open,High,Low,Close,Adj Close,Volume
 2024-06-05,29.737282,30.012533,29.249672,29.799065,29.799065,187940824
 2024-06-06,29.799065,29.804882,28.818125,29.062695,29.062695,156748853
 2024-06-07,29.062696,29.380360,25.656778,27.059429,27.059429,350100519
-2024-06-08,27.054796,27.168758,26.955181,27.114145,27.114145,364927008
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+2024-06-23,23.371651,23.514549,23.336641,23.429779,23.429779,73781936

datasets/ETH-USD.csv

@@ -2402,4 +2402,19 @@ Date,Open,High,Low,Close,Adj Close,Volume
 2024-06-05,3812.560791,3887.485840,3778.655762,3864.260986,3864.260986,15480034434
 2024-06-06,3864.263428,3878.052246,3761.775391,3811.605957,3811.605957,13606583873
 2024-06-07,3811.666016,3838.452148,3615.280273,3678.629150,3678.629150,18220286186
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+2024-06-23,3494.953857,3518.871094,3494.098633,3504.028076,3504.028076,6673526784

datasets/EZETH-USD.csv

@@ -105,4 +105,19 @@ Date,Open,High,Low,Close,Adj Close,Volume
 2024-06-05,3757.666016,3810.158203,3736.439453,3803.259521,3803.259521,15558289
 2024-06-06,3803.259521,3811.906494,3758.926270,3771.552734,3771.552734,36975277
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+2024-06-23,3516.883057,3545.577393,3516.866211,3532.293213,3532.293213,101689960

datasets/FIL-USD.csv

@@ -2368,4 +2368,19 @@ Date,Open,High,Low,Close,Adj Close,Volume
 2024-06-05,5.958963,6.092172,5.953234,6.076118,6.076118,183414144
 2024-06-06,6.076118,6.087913,5.852156,5.958722,5.958722,160189832
 2024-06-07,5.958722,6.726795,5.768008,6.116385,6.116385,728997108
-2024-06-08,6.115441,6.438016,6.061397,6.438016,6.438016,881911936
+2024-06-08,6.115442,6.451118,6.003423,6.056256,6.056256,421279016
+2024-06-09,6.056444,6.353678,6.017528,6.128446,6.128446,248783599
+2024-06-10,6.127724,6.147315,5.731925,5.790618,5.790618,241983797
+2024-06-11,5.790659,5.809174,5.298315,5.388221,5.388221,228438828
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+2024-06-15,5.093090,5.352966,5.091064,5.222398,5.222398,124468386
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+2024-06-18,4.927596,4.933759,4.176764,4.351516,4.351516,303853241
+2024-06-19,4.350663,4.489961,4.297209,4.436532,4.436532,137381783
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+2024-06-21,4.406008,4.438798,4.281119,4.395114,4.395114,120323785
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+2024-06-23,4.380292,4.468491,4.373070,4.454319,4.454319,70846864

datasets/HBAR-USD.csv

@@ -1725,4 +1725,19 @@ Date,Open,High,Low,Close,Adj Close,Volume
 2024-06-05,0.102465,0.105456,0.102036,0.104454,0.104454,59157261
 2024-06-06,0.104454,0.105027,0.100215,0.101416,0.101416,52088501
 2024-06-07,0.101416,0.101910,0.086276,0.094007,0.094007,119718255
-2024-06-08,0.094008,0.094137,0.092949,0.093447,0.093447,119986288
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+2024-06-20,0.080477,0.084829,0.080249,0.080324,0.080324,51565043
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+2024-06-23,0.077861,0.079396,0.077733,0.079220,0.079220,21870232

datasets/ICP-USD.csv

@@ -1124,4 +1124,19 @@ Date,Open,High,Low,Close,Adj Close,Volume
 2024-06-05,12.300000,12.607790,12.255125,12.332524,12.332524,64517337
 2024-06-06,12.332524,12.369732,11.938530,12.088898,12.088898,56451616
 2024-06-07,12.088899,12.955475,10.955475,11.517301,11.517301,165325450
-2024-06-08,11.517106,11.559628,11.383636,11.460197,11.460197,176093376
+2024-06-08,11.517106,11.562208,10.796816,10.895586,10.895586,95645468
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+2024-06-11,11.111703,11.173257,9.889053,10.088055,10.088055,173519810
+2024-06-12,10.087192,10.833519,9.845944,10.514159,10.514159,145746019
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+2024-06-14,9.811848,9.870343,9.137540,9.315333,9.315333,89126773
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+2024-06-23,8.192883,8.336310,8.175641,8.219083,8.219083,38228848

datasets/IMX10603-USD.csv

@@ -944,4 +944,19 @@ Date,Open,High,Low,Close,Adj Close,Volume
 2024-06-05,2.306733,2.336744,2.272156,2.287214,2.287214,52920714
 2024-06-06,2.287214,2.294885,2.198517,2.241676,2.241676,57409803
 2024-06-07,2.241677,2.288538,1.956138,2.108475,2.108475,76081469
-2024-06-08,2.108390,2.108390,2.063162,2.082158,2.082158,77449904
+2024-06-08,2.108390,2.108390,1.966462,1.984915,1.984915,60735676
+2024-06-09,1.984877,2.035407,1.966056,2.014464,2.014464,108094143
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+2024-06-11,1.955878,1.966341,1.819814,1.829557,1.829557,133565097
+2024-06-12,1.829482,1.984634,1.799587,1.919837,1.919837,82936335
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+2024-06-14,1.795289,1.816485,1.665531,1.715721,1.715721,64716995
+2024-06-15,1.715807,1.771979,1.715807,1.738359,1.738359,46555245
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+2024-06-23,1.540521,1.571164,1.538831,1.571164,1.571164,32567370

datasets/KAS-USD.csv

@@ -737,4 +737,19 @@ Date,Open,High,Low,Close,Adj Close,Volume
 2024-06-05,0.180369,0.191860,0.175012,0.178152,0.178152,157744611
 2024-06-06,0.178152,0.183679,0.171145,0.172253,0.172253,71940203
 2024-06-07,0.172251,0.178098,0.152951,0.162967,0.162967,121658490
-2024-06-08,0.162965,0.169694,0.162965,0.166151,0.166151,114338104
+2024-06-08,0.162965,0.169704,0.155906,0.156483,0.156483,66017704
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+2024-06-23,0.153036,0.158888,0.153036,0.157298,0.157298,46258068

datasets/LEO-USD.csv

@@ -1844,4 +1844,19 @@ Date,Open,High,Low,Close,Adj Close,Volume
 2024-06-05,5.947978,6.044057,5.889829,6.027652,6.027652,4507000
 2024-06-06,6.027652,6.034812,5.982074,6.004746,6.004746,2205817
 2024-06-07,6.004746,6.031623,5.932787,6.016258,6.016258,2995003
-2024-06-08,6.015651,6.015651,5.959087,6.012004,6.012004,2661847
+2024-06-08,6.015651,6.016086,5.767216,5.790297,5.790297,1403993
+2024-06-09,5.790278,5.871237,5.774644,5.822945,5.822945,1363552
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+2024-06-11,5.852821,5.946685,5.829523,5.915127,5.915127,2803042
+2024-06-12,5.915392,5.933986,5.885279,5.921641,5.921641,2541431
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+2024-06-23,5.749356,5.793999,5.615804,5.615804,5.615804,2831506

datasets/LINK-USD.csv

@@ -2402,4 +2402,19 @@ Date,Open,High,Low,Close,Adj Close,Volume
 2024-06-05,17.722481,18.057190,17.634642,17.738054,17.738054,353065835
 2024-06-06,17.738054,17.763636,17.136850,17.268896,17.268896,410216703
 2024-06-07,17.268896,17.687235,15.567102,16.327703,16.327703,568559896
-2024-06-08,16.326550,16.400690,16.217772,16.318283,16.318283,551714368
+2024-06-08,16.326550,16.400690,15.734893,15.944520,15.944520,298164921
+2024-06-09,15.944358,16.364235,15.919505,16.357594,16.357594,230054857
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+2024-06-11,15.895238,15.896275,14.695679,14.996340,14.996340,459267280
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+2024-06-23,13.479684,13.663207,13.479684,13.617990,13.617990,177477856

datasets/LTC-USD.csv

@@ -3551,4 +3551,19 @@ Date,Open,High,Low,Close,Adj Close,Volume
 2024-06-05,83.655457,85.428101,83.587341,85.413132,85.413132,298932207
 2024-06-06,85.413132,85.734612,84.181122,84.181122,84.181122,303021855
 2024-06-07,84.181290,84.804031,76.523254,80.088684,80.088684,591251891
-2024-06-08,80.086105,80.386177,79.911232,80.151375,80.151375,586268480
+2024-06-08,80.086105,80.391396,79.045731,79.994102,79.994102,284518077
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+2024-06-10,80.510674,80.510674,79.138863,79.602325,79.602325,345564925
+2024-06-11,79.606644,79.640701,76.142433,77.281952,77.281952,566945767
+2024-06-12,77.287254,79.190559,76.536530,78.469414,78.469414,391170592
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+2024-06-23,74.548767,74.836525,74.420471,74.476189,74.476189,182285616

datasets/MATIC-USD.csv

@@ -1867,4 +1867,19 @@ Date,Open,High,Low,Close,Adj Close,Volume
 2024-06-05,0.715155,0.725963,0.708684,0.724673,0.724673,233784193
 2024-06-06,0.724675,0.739765,0.714774,0.725595,0.725595,315340853
 2024-06-07,0.725592,0.727217,0.629664,0.667089,0.667089,535110156
-2024-06-08,0.667054,0.668542,0.663903,0.666272,0.666272,532884224
+2024-06-08,0.667054,0.668795,0.643224,0.649882,0.649882,270248916
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+2024-06-22,0.568447,0.573267,0.563207,0.571017,0.571017,139190687
+2024-06-23,0.570994,0.583080,0.570736,0.583080,0.583080,131339904

datasets/MNT27075-USD.csv

@@ -326,4 +326,19 @@ Date,Open,High,Low,Close,Adj Close,Volume
 2024-06-05,0.966009,1.038258,0.963831,1.035500,1.035500,95732678
 2024-06-06,1.035500,1.055583,1.026871,1.039677,1.039677,133180690
 2024-06-07,1.039677,1.039678,0.897972,0.957761,0.957761,148856014
-2024-06-08,0.957445,0.957445,0.948331,0.954726,0.954726,151473744
+2024-06-08,0.957445,0.957445,0.936082,0.939984,0.939984,118772471
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+2024-06-23,0.808542,0.812496,0.807994,0.810238,0.810238,100107968

datasets/NEAR-USD.csv

@@ -1332,4 +1332,19 @@ Date,Open,High,Low,Close,Adj Close,Volume
 2024-06-05,7.425075,7.704233,7.424404,7.655090,7.655090,263736480
 2024-06-06,7.655090,7.674423,7.247033,7.333911,7.333911,214474286
 2024-06-07,7.333911,7.437797,6.259663,6.880046,6.880046,496082106
-2024-06-08,6.879250,6.901226,6.809254,6.865222,6.865222,507322976
+2024-06-08,6.879250,6.901978,6.487962,6.571624,6.571624,235556503
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+2024-06-10,6.590867,6.625751,6.351064,6.390912,6.390912,324126239
+2024-06-11,6.391200,6.396449,6.019081,6.065760,6.065760,351514342
+2024-06-12,6.065449,6.699638,5.886995,6.399779,6.399779,358974593
+2024-06-13,6.400089,6.400089,5.862289,5.919666,5.919666,263046013
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+2024-06-23,5.183693,5.387556,5.176738,5.359928,5.359928,172556432

datasets/PEPE24478-USD.csv

@@ -417,4 +417,19 @@ Date,Open,High,Low,Close,Adj Close,Volume
 2024-06-05,0.000014,0.000015,0.000014,0.000015,0.000015,1434120193
 2024-06-06,0.000015,0.000015,0.000014,0.000014,0.000014,1070946562
 2024-06-07,0.000014,0.000014,0.000012,0.000013,0.000013,1949538461
-2024-06-08,0.000013,0.000013,0.000013,0.000013,0.000013,1964204416
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+2024-06-23,0.000011,0.000012,0.000011,0.000012,0.000012,348148928

datasets/RNDR-USD.csv

@@ -1457,4 +1457,19 @@ Date,Open,High,Low,Close,Adj Close,Volume
 2024-06-05,10.337049,10.770020,10.312617,10.703509,10.703509,213926358
 2024-06-06,10.703509,10.874568,10.337860,10.380136,10.380136,184567193
 2024-06-07,10.380012,10.468439,8.591351,9.579880,9.579880,348055424
-2024-06-08,9.577475,9.704707,9.459351,9.537383,9.537383,358452416
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+2024-06-10,9.205885,9.323739,8.607035,8.637553,8.637553,255408650
+2024-06-11,8.636786,8.653856,8.016804,8.196200,8.196200,208984082
+2024-06-12,8.196499,9.456295,8.010711,9.265911,9.265911,319538946
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+2024-06-23,7.347574,7.454338,7.344487,7.440022,7.440022,80190384

datasets/SHIB-USD.csv

@@ -1406,4 +1406,19 @@ Date,Open,High,Low,Close,Adj Close,Volume
 2024-06-05,0.000025,0.000026,0.000025,0.000026,0.000026,984209119
 2024-06-06,0.000026,0.000026,0.000025,0.000025,0.000025,462782656
 2024-06-07,0.000025,0.000025,0.000022,0.000024,0.000024,799719355
-2024-06-08,0.000024,0.000024,0.000024,0.000024,0.000024,837039872
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+2024-06-23,0.000018,0.000018,0.000018,0.000018,0.000018,128727024

datasets/SOL-USD.csv

@@ -1519,4 +1519,19 @@ Date,Open,High,Low,Close,Adj Close,Volume
 2024-06-05,171.801926,175.475311,171.382996,173.482910,173.482910,2405906612
 2024-06-06,173.482910,174.304703,167.864212,170.016220,170.016220,1965442993
 2024-06-07,170.015839,172.438156,155.798767,162.507050,162.507050,3298527575
-2024-06-08,162.496750,163.607040,161.704193,163.507568,163.507568,3224589056
+2024-06-08,162.496750,163.620178,157.542953,157.968903,157.968903,1722237785
+2024-06-09,157.963715,162.918976,156.768768,162.083603,162.083603,1475878151
+2024-06-10,162.078888,162.827759,157.770203,158.928024,158.928024,1815361482
+2024-06-11,158.934128,159.523102,145.865189,149.428986,149.428986,2812642453
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+2024-06-23,133.660004,134.997971,133.659195,134.623230,134.623230,728724160

datasets/STETH-USD.csv

@@ -1262,4 +1262,19 @@ Date,Open,High,Low,Close,Adj Close,Volume
 2024-06-05,3812.272217,3879.257568,3778.872559,3857.811035,3857.811035,81374718
 2024-06-06,3857.811035,3874.794189,3772.156006,3811.178955,3811.178955,60851388
 2024-06-07,3811.178955,3833.349121,3631.179688,3676.216309,3676.216309,78330756
-2024-06-08,3675.359375,3703.127930,3674.674072,3703.127930,3703.127930,78390592
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+2024-06-09,3680.139648,3714.820557,3668.106201,3702.806396,3702.806396,42326443
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+2024-06-11,3665.015137,3667.223877,3440.181152,3499.058350,3499.058350,149167491
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+2024-06-23,3496.103516,3518.050781,3495.358154,3503.127197,3503.127197,30011566

datasets/TON11419-USD.csv

@@ -1015,4 +1015,19 @@ Date,Open,High,Low,Close,Adj Close,Volume
 2024-06-05,7.311724,7.775840,7.132280,7.196506,7.196506,512581200
 2024-06-06,7.196506,7.540531,7.129691,7.535858,7.535858,306885619
 2024-06-07,7.535842,7.739530,6.857299,7.212680,7.212680,503389719
-2024-06-08,7.212330,7.414647,7.198646,7.414647,7.414647,393060512
+2024-06-08,7.212330,7.427956,6.998873,7.032557,7.032557,257312227
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+2024-06-11,7.222286,7.240855,6.761572,6.939348,6.939348,277715653
+2024-06-12,6.939540,7.564040,6.895228,7.466600,7.466600,412193448
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+2024-06-23,7.337136,7.634157,7.332760,7.619392,7.619392,206179392

datasets/TRX-USD.csv

@@ -2402,4 +2402,19 @@ Date,Open,High,Low,Close,Adj Close,Volume
 2024-06-05,0.114473,0.114776,0.113798,0.114636,0.114636,239489525
 2024-06-06,0.114636,0.115192,0.114008,0.114748,0.114748,249335077
 2024-06-07,0.114747,0.115096,0.111809,0.112711,0.112711,397404842
-2024-06-08,0.112702,0.113087,0.112322,0.113082,0.113082,409995584
+2024-06-08,0.112702,0.115098,0.112314,0.114756,0.114756,337196249
+2024-06-09,0.114764,0.116934,0.113888,0.116882,0.116882,314074669
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+2024-06-11,0.117605,0.117919,0.116163,0.116534,0.116534,370239898
+2024-06-12,0.116542,0.117833,0.116024,0.116450,0.116450,361648488
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+2024-06-23,0.119603,0.120051,0.119540,0.120045,0.120045,164618336

datasets/UNI7083-USD.csv

@@ -1358,4 +1358,19 @@ Date,Open,High,Low,Close,Adj Close,Volume
 2024-06-05,11.452070,11.517748,10.902638,11.163697,11.163697,363364722
 2024-06-06,11.163506,11.241159,10.452794,10.621923,10.621923,238274228
 2024-06-07,10.621258,10.737936,9.348461,9.817442,9.817442,261217839
-2024-06-08,9.817414,10.063494,9.800685,10.063494,10.063494,270232160
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+2024-06-23,9.844092,10.066289,9.834840,10.059947,10.059947,85283592

datasets/USDC-USD.csv

@@ -2069,4 +2069,19 @@ Date,Open,High,Low,Close,Adj Close,Volume
 2024-06-05,1.000129,1.000454,0.999578,1.000032,1.000032,6274992543
 2024-06-06,1.000033,1.000697,0.999643,0.999824,0.999824,5526353581
 2024-06-07,0.999882,1.001001,0.999669,1.000093,1.000093,7530255040
-2024-06-08,0.999974,1.000198,0.999871,1.000030,1.000030,6906974720
+2024-06-08,0.999974,1.000490,0.999820,1.000016,1.000016,3059267864
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+2024-06-23,1.000091,1.000300,0.999873,0.999934,0.999934,2089417088

datasets/USDE29470-USD.csv

@@ -108,4 +108,19 @@ Date,Open,High,Low,Close,Adj Close,Volume
 2024-06-05,1.001294,1.002022,1.000872,1.001336,1.001336,101787008
 2024-06-06,1.001336,1.002050,1.000869,1.001080,1.001080,137937637
 2024-06-07,1.000993,1.001479,1.000067,1.001054,1.001054,120078821
-2024-06-08,1.001054,1.001290,1.000562,1.000836,1.000836,107702736
+2024-06-08,1.001054,1.001412,1.000485,1.001063,1.001063,88093523
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+2024-06-12,1.000806,1.001999,1.000382,1.001100,1.001100,118265996
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+2024-06-19,1.000555,1.001309,1.000474,1.000521,1.000521,40860666
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+2024-06-21,1.000607,1.000907,1.000161,1.000619,1.000619,43014917
+2024-06-22,1.000619,1.001472,1.000227,1.000421,1.000421,49599603
+2024-06-23,1.000421,1.000856,1.000325,1.000469,1.000469,47632468

datasets/USDT-USD.csv

@@ -2402,4 +2402,19 @@ Date,Open,High,Low,Close,Adj Close,Volume
 2024-06-05,1.000203,1.000615,0.999459,1.000114,1.000114,67311453236
 2024-06-06,1.000114,1.000732,0.999284,0.999521,0.999521,58624834999
 2024-06-07,0.999563,1.000485,0.998765,0.999624,0.999624,83727148277
-2024-06-08,0.999524,0.999924,0.999446,0.999738,0.999738,80713244672
+2024-06-08,0.999524,1.000231,0.999441,0.999919,0.999919,42654042043
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+2024-06-23,0.999647,0.999977,0.999374,0.999414,0.999414,23786520576

datasets/WBETH-USD.csv

@@ -407,4 +407,19 @@ Date,Open,High,Low,Close,Adj Close,Volume
 2024-06-05,3962.851318,4042.587891,3928.166504,4017.894287,4017.894287,8537560
 2024-06-06,4017.894287,4032.414551,3915.690674,3964.395508,3964.395508,5232859
 2024-06-07,3964.395508,3992.524414,3771.588135,3824.783936,3824.783936,4871374
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+2024-06-23,3638.546143,3665.050293,3638.546143,3648.815186,3648.815186,3759352

datasets/WBTC-USD.csv

@@ -1955,4 +1955,19 @@ Date,Open,High,Low,Close,Adj Close,Volume
 2024-06-05,70586.015625,71658.210938,70542.539063,71129.375000,71129.375000,313970473
 2024-06-06,71129.562500,71516.382813,70395.273438,70811.656250,70811.656250,149973829
 2024-06-07,70811.289063,71778.773438,68988.796875,69357.750000,69357.750000,239596047
-2024-06-08,69354.523438,69436.093750,69314.609375,69435.710938,69435.710938,245943392
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+2024-06-23,64283.101563,64435.871094,64283.101563,64345.675781,64345.675781,69573288

datasets/WEETH-USD.csv

@@ -177,4 +177,19 @@ Date,Open,High,Low,Close,Adj Close,Volume
 2024-06-05,3963.677246,4008.900635,3941.584961,4002.115723,4002.115723,8525940
 2024-06-06,4002.115723,4007.100830,3944.232666,3961.979980,3961.979980,17635924
 2024-06-07,3961.979980,3977.826904,3828.819824,3829.784912,3829.784912,13408942
-2024-06-08,3829.781250,3837.422119,3828.303223,3837.412354,3837.412354,14414360
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+2024-06-23,3637.524414,3657.552246,3637.524414,3644.812744,3644.812744,27333588

datasets/WETH-USD.csv

@@ -2336,4 +2336,19 @@ Date,Open,High,Low,Close,Adj Close,Volume
 2024-06-05,3812.908936,3865.259277,3796.729004,3859.195068,3859.195068,994634267
 2024-06-06,3859.197021,3868.433350,3798.204102,3808.524414,3808.524414,846689246
 2024-06-07,3808.525146,3821.454834,3679.016602,3684.860352,3684.860352,1111830212
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datasets/WHBAR-USD.csv

@@ -400,4 +400,19 @@ Date,Open,High,Low,Close,Adj Close,Volume
 2024-06-05,0.101884,0.105221,0.101705,0.104440,0.104440,0
 2024-06-06,0.104440,0.104690,0.101117,0.101442,0.101442,0
 2024-06-07,0.101442,0.102755,0.090294,0.093966,0.093966,0
-2024-06-08,0.093966,0.094448,0.093341,0.094076,0.094076,580976
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+2024-06-23,0.078042,0.079199,0.078018,0.078992,0.078992,739909

datasets/WIF-USD.csv

@@ -171,4 +171,19 @@ Date,Open,High,Low,Close,Adj Close,Volume
 2024-06-05,3.405215,3.577263,3.366188,3.393645,3.393645,613998518
 2024-06-06,3.393645,3.448607,3.229098,3.229098,3.229098,437746946
 2024-06-07,3.229098,3.327717,2.655769,2.859470,2.859470,814630778
-2024-06-08,2.858863,2.927008,2.818073,2.827119,2.827119,847509696
+2024-06-08,2.858863,2.928864,2.659932,2.710416,2.710416,492445224
+2024-06-09,2.710318,2.813079,2.649767,2.773019,2.773019,380632325
+2024-06-10,2.773032,2.890452,2.656728,2.692052,2.692052,452859909
+2024-06-11,2.692077,2.725124,2.411528,2.546911,2.546911,483829208
+2024-06-12,2.546756,2.896375,2.445728,2.664815,2.664815,539969652
+2024-06-13,2.664696,2.664696,2.361451,2.386025,2.386025,345709313
+2024-06-14,2.385804,2.483204,2.219909,2.343411,2.343411,391522682
+2024-06-15,2.342967,2.456331,2.311170,2.416869,2.416869,235469205
+2024-06-16,2.417056,2.626907,2.366334,2.604100,2.604100,276660344
+2024-06-17,2.604606,2.637153,2.249636,2.309939,2.309939,388424553
+2024-06-18,2.309384,2.322123,1.898077,2.065504,2.065504,601864078
+2024-06-19,2.065472,2.157797,1.978235,2.029785,2.029785,354775992
+2024-06-20,2.029785,2.179162,1.951660,1.952206,1.952206,388663142
+2024-06-21,1.952253,1.974119,1.741256,1.762316,1.762316,437126606
+2024-06-22,1.762301,1.813717,1.706259,1.744329,1.744329,262418525
+2024-06-23,1.744091,1.799268,1.738813,1.785889,1.785889,236106848