Hugging Face's logo

Datasets:
linxy
/
CryptoCoin

Tasks:
Time Series Forecasting
Modalities:
Tabular
Text
Formats:
csv
Languages:
English
Chinese
Size:
10M - 100M
Tags:
finance
Libraries:
Datasets
Dask
License:
Dataset card Data Studio Files Community
1
Dataset Viewer (First 5GB)
Auto-converted to Parquet
Open time
stringdate
2017-08-17 00:00:00
2025-04-21 00:00:00
open
float64
0
109k
high
float64
0
110k
low
float64
0
109k
close
float64
0
109k
volume
float64
0
246,104B
Close time
stringdate
2017-08-17 04:04:59
2025-04-21 23:59:59
Quote asset volume
float64
0
17.6B
Number of trades
int64
0
18.7M
Taker buy base asset volume
float64
0
122,064B
Taker buy quote asset volume
float64
0
9.01B
Ignore
int64
0
0
2020-12-25 00:00:00
0.2
3.0885
0.2
2.6476
54,525,072.51
2020-12-25 11:59:59.999
145,097,315.698258
236,792
26,977,620.62
72,125,571.380387
0
2020-12-25 12:00:00
2.65
2.8
1.7924
2.2954
71,452,480.63
2020-12-25 23:59:59.999
156,413,525.454493
380,192
35,109,416.06
77,018,685.032263
0
2020-12-26 00:00:00
2.2958
2.4609
1.6585
1.7906
32,644,240.42
2020-12-26 11:59:59.999
64,065,184.112436
184,880
15,201,256.63
30,007,570.166942
0
2020-12-26 12:00:00
1.795
1.8345
1.5717
1.5967
24,395,461.5
2020-12-26 23:59:59.999
41,353,712.724657
113,281
11,695,516.36
19,870,373.873805
0
2020-12-27 00:00:00
1.597
1.6516
1.1601
1.25
34,883,751.04
2020-12-27 11:59:59.999
47,529,663.989743
146,613
15,785,929.91
21,571,234.542981
0
2020-12-27 12:00:00
1.25
1.44
1.036
1.0612
42,913,585.03
2020-12-27 23:59:59.999
53,744,497.773649
162,408
21,614,114.48
27,178,538.691869
0
2020-12-28 00:00:00
1.06
1.2787
1.0353
1.1864
25,448,566.26
2020-12-28 11:59:59.999
29,793,128.133414
93,314
13,026,548.74
15,267,719.624397
0
2020-12-28 12:00:00
1.1864
1.2158
1.058
1.114
13,897,500.71
2020-12-28 23:59:59.999
15,712,800.858799
56,819
6,941,467.47
7,850,591.185857
0
2020-12-29 00:00:00
1.114
1.1166
0.8502
0.8945
29,388,553.36
2020-12-29 11:59:59.999
27,690,204.394277
90,141
12,634,796.44
11,875,098.118182
0
2020-12-29 12:00:00
0.8942
0.928
0.7541
0.8845
24,397,479.41
2020-12-29 23:59:59.999
20,383,518.734683
77,591
11,978,915.09
10,038,399.067442
0
2020-12-30 00:00:00
0.8845
1.0142
0.8702
0.9645
16,830,947.09
2020-12-30 11:59:59.999
15,835,228.117311
59,205
8,175,837.39
7,699,463.538973
0
2020-12-30 12:00:00
0.9644
1.2574
0.934
1.0934
40,289,526.02
2020-12-30 23:59:59.999
45,629,984.140844
144,629
20,905,672.03
23,666,586.704396
0
2020-12-31 00:00:00
1.0932
1.3693
1.0582
1.2763
27,346,513.64
2020-12-31 11:59:59.999
34,066,017.601255
111,529
14,317,526.89
17,876,263.750063
0
2020-12-31 12:00:00
1.2763
1.4033
1.198
1.3637
17,146,937.09
2020-12-31 23:59:59.999
22,196,734.807731
74,115
8,955,675.67
11,631,069.047707
0
2021-01-01 00:00:00
1.3623
1.3974
1.1212
1.1725
11,943,408.56
2021-01-01 11:59:59.999
14,811,525.909877
52,892
5,107,960.76
6,348,638.634091
0
2021-01-01 12:00:00
1.1703
1.2164
1.0863
1.155
8,336,583.7
2021-01-01 23:59:59.999
9,653,992.116966
38,176
3,988,208.91
4,634,965.615205
0
2021-01-02 00:00:00
1.1521
1.1607
1.0262
1.07
4,705,740.12
2021-01-02 11:59:59.999
5,133,713.922434
22,600
1,961,407.94
2,144,029.728449
0
2021-01-02 12:00:00
1.0691
1.1323
1
1.025
7,217,006.04
2021-01-02 23:59:59.999
7,727,722.698316
32,328
3,153,566.82
3,388,429.858005
0
2021-01-03 00:00:00
1.0259
1.0692
0.9456
0.9955
6,457,269.41
2021-01-03 11:59:59.999
6,458,130.254699
23,589
3,379,753.53
3,370,055.219085
0
2021-01-03 12:00:00
0.9974
1.1568
0.9952
1.108
13,690,434.6
2021-01-03 23:59:59.999
14,921,291.52194
46,735
6,884,519.25
7,512,784.756032
0
2021-01-04 00:00:00
1.108
1.24
0.9666
1.0518
13,721,239.14
2021-01-04 11:59:59.999
15,473,192.147428
50,843
7,072,622.59
7,983,458.826173
0
2021-01-04 12:00:00
1.0517
1.0675
1.0061
1.0317
4,993,211.22
2021-01-04 23:59:59.999
5,179,540.971352
18,202
2,353,450.42
2,442,235.755214
0
2021-01-05 00:00:00
1.0317
1.139
0.98
1.1188
7,345,231.58
2021-01-05 11:59:59.999
7,840,308.655134
33,388
3,704,181.25
3,967,293.639411
0
2021-01-05 12:00:00
1.1194
1.38
1.0505
1.2501
14,269,054.61
2021-01-05 23:59:59.999
16,932,057.107206
53,761
7,620,318.63
9,080,499.980894
0
2021-01-06 00:00:00
1.2502
1.36
1.1885
1.3131
11,177,424.26
2021-01-06 11:59:59.999
14,195,013.587256
46,839
6,163,432.29
7,832,467.171707
0
2021-01-06 12:00:00
1.3107
1.5269
1.272
1.51
14,948,467.78
2021-01-06 23:59:59.999
21,276,385.042909
72,797
7,926,735.28
11,280,211.281288
0
2021-01-07 00:00:00
1.5109
1.549
1.3644
1.4614
9,226,205.68
2021-01-07 11:59:59.999
13,401,532.00989
44,137
4,664,906.07
6,789,921.183564
0
2021-01-07 12:00:00
1.4621
1.615
1.244
1.2925
16,327,662.34
2021-01-07 23:59:59.999
23,925,588.54838
81,863
8,110,366.04
11,897,445.918558
0
2021-01-08 00:00:00
1.294
1.3485
1.0111
1.3061
12,638,318.68
2021-01-08 11:59:59.999
15,612,164.303102
59,518
5,657,554.38
7,030,257.787151
0
2021-01-08 12:00:00
1.3044
1.3477
1.13
1.1867
10,220,189.05
2021-01-08 23:59:59.999
12,693,096.474141
49,067
5,075,060.66
6,296,600.035831
0
2021-01-09 00:00:00
1.1864
1.2727
1.112
1.2453
9,170,856.89
2021-01-09 11:59:59.999
10,890,335.900582
40,847
4,462,498.93
5,311,776.544005
0
2021-01-09 12:00:00
1.2453
1.2999
1.16
1.2431
8,371,369.8
2021-01-09 23:59:59.999
10,392,421.851524
35,648
4,363,913.35
5,426,822.483678
0
2021-01-10 00:00:00
1.2441
1.3871
1.207
1.2272
12,035,597.15
2021-01-10 11:59:59.999
15,846,724.417591
52,022
5,854,959.29
7,725,540.584123
0
2021-01-10 12:00:00
1.2267
1.3064
1.11
1.2058
9,461,275.92
2021-01-10 23:59:59.999
11,529,473.61268
39,359
4,381,939.83
5,364,067.741712
0
2021-01-11 00:00:00
1.2032
1.2126
1.03
1.0801
9,561,686.19
2021-01-11 11:59:59.999
10,638,232.899597
35,160
4,307,216.83
4,800,139.103841
0
2021-01-11 12:00:00
1.0831
1.1298
0.9623
1.1243
8,690,106.81
2021-01-11 23:59:59.999
9,129,439.742045
32,771
3,800,045.99
4,004,383.337741
0
2021-01-12 00:00:00
1.1262
1.197
1.0654
1.1296
5,251,336.74
2021-01-12 11:59:59.999
5,949,913.591759
20,469
2,625,889.52
2,978,383.476149
0
2021-01-12 12:00:00
1.1296
1.214
1.055
1.1275
7,146,333.91
2021-01-12 23:59:59.999
8,172,737.20602
27,466
3,598,314.16
4,122,675.168731
0
2021-01-13 00:00:00
1.1272
1.28
1.06
1.2279
8,306,619.94
2021-01-13 11:59:59.999
9,829,907.892861
35,931
4,316,729.36
5,123,559.341504
0
2021-01-13 12:00:00
1.2271
1.3345
1.2064
1.277
8,092,202.25
2021-01-13 23:59:59.999
10,293,480.990347
32,120
4,189,850.31
5,338,890.539386
0
2021-01-14 00:00:00
1.275
1.3391
1.265
1.2869
5,083,749.69
2021-01-14 11:59:59.999
6,588,556.870354
18,340
2,507,587.3
3,253,545.068908
0
2021-01-14 12:00:00
1.2869
1.4026
1.2637
1.3395
8,509,681.34
2021-01-14 23:59:59.999
11,475,425.414846
28,895
4,311,304.24
5,820,221.430716
0
2021-01-15 00:00:00
1.3379
1.51
1.2776
1.4529
11,746,305.84
2021-01-15 11:59:59.999
16,402,160.02608
41,090
6,357,403.59
8,871,911.342062
0
2021-01-15 12:00:00
1.4545
1.4607
1.1716
1.3516
12,933,005.09
2021-01-15 23:59:59.999
17,142,328.352858
44,734
6,307,613.43
8,369,575.010086
0
2021-01-16 00:00:00
1.3488
1.4977
1.3313
1.4824
7,965,807.36
2021-01-16 11:59:59.999
11,332,816.456051
33,485
4,030,445.89
5,726,287.061466
0
2021-01-16 12:00:00
1.4836
1.8416
1.3996
1.6319
22,798,169.44
2021-01-16 23:59:59.999
37,430,964.287004
96,224
12,180,601.45
20,020,554.882566
0
2021-01-17 00:00:00
1.6316
1.95
1.5844
1.8943
22,360,387.87
2021-01-17 11:59:59.999
40,023,191.450289
89,067
11,926,915.12
21,380,156.835066
0
2021-01-17 12:00:00
1.895
2.19
1.7885
2.0362
17,785,050.19
2021-01-17 23:59:59.999
35,607,125.32965
83,032
9,403,405.5
18,837,525.46532
0
2021-01-18 00:00:00
2.0283
2.0768
1.78
1.9414
14,450,967.14
2021-01-18 11:59:59.999
28,244,901.670154
68,085
6,658,045.05
13,034,484.205206
0
2021-01-18 12:00:00
1.9426
1.9686
1.68
1.8827
10,116,795.63
2021-01-18 23:59:59.999
18,455,016.69534
47,743
5,108,368.69
9,299,084.355532
0
2021-01-19 00:00:00
1.8792
2
1.7979
1.8958
9,084,759.78
2021-01-19 11:59:59.999
17,268,237.158013
41,132
4,023,151.37
7,659,149.318455
0
2021-01-19 12:00:00
1.8959
2.1
1.8367
1.9005
12,099,739.9
2021-01-19 23:59:59.999
23,904,323.628406
55,074
6,169,944.66
12,203,981.697706
0
2021-01-20 00:00:00
1.9043
1.9652
1.6481
1.6801
7,918,483
2021-01-20 11:59:59.999
14,425,825.557323
34,644
3,613,285.07
6,584,968.89482
0
2021-01-20 12:00:00
1.68
1.8799
1.6412
1.847
7,440,716.05
2021-01-20 23:59:59.999
13,033,547.994956
32,545
3,642,287.26
6,385,136.553333
0
2021-01-21 00:00:00
1.8453
1.8847
1.62
1.665
5,584,852.16
2021-01-21 11:59:59.999
9,611,197.296719
26,343
2,554,235.98
4,405,119.991328
0
2021-01-21 12:00:00
1.6642
1.798
1.546
1.569
9,362,175.93
2021-01-21 23:59:59.999
15,837,896.081985
36,807
4,695,421.91
7,973,861.731972
0
2021-01-22 00:00:00
1.5733
1.7923
1.4113
1.7733
9,586,446.29
2021-01-22 11:59:59.999
15,424,414.452076
43,986
5,089,449.17
8,235,003.335786
0
2021-01-22 12:00:00
1.7733
1.85
1.7189
1.7562
5,138,538.14
2021-01-22 23:59:59.999
9,230,463.102802
22,580
2,483,849.22
4,467,171.220117
0
2021-01-23 00:00:00
1.7549
1.9607
1.7058
1.8471
7,658,095.66
2021-01-23 11:59:59.999
14,178,959.410283
32,028
3,616,677.14
6,696,920.130682
0
2021-01-23 12:00:00
1.8391
1.998
1.8308
1.9309
7,038,899.65
2021-01-23 23:59:59.999
13,606,739.490276
37,148
3,644,647.61
7,048,568.675407
0
2021-01-24 00:00:00
1.9338
2.288
1.8786
2.276
9,890,292.53
2021-01-24 11:59:59.999
21,002,310.44615
50,734
5,251,457.84
11,148,238.975319
0
2021-01-24 12:00:00
2.276
2.49
2.1061
2.4743
13,317,751.22
2021-01-24 23:59:59.999
30,067,931.246529
63,688
6,948,002.52
15,731,464.266947
0
2021-01-25 00:00:00
2.4707
2.72
2.3785
2.6028
16,555,389.41
2021-01-25 11:59:59.999
42,181,946.906406
91,803
8,357,119.3
21,341,685.353231
0
2021-01-25 12:00:00
2.603
2.7169
2.2933
2.3585
11,940,541.74
2021-01-25 23:59:59.999
29,947,391.617906
61,631
5,475,590.48
13,735,853.875183
0
2021-01-26 00:00:00
2.3546
2.625
2.3001
2.3196
9,552,173.32
2021-01-26 11:59:59.999
23,450,611.311317
49,719
4,870,190.69
11,993,639.450868
0
2021-01-26 12:00:00
2.3233
2.69
2.18
2.6881
12,284,954.66
2021-01-26 23:59:59.999
29,874,170.465533
66,606
6,351,443.03
15,499,832.255029
0
2021-01-27 00:00:00
2.6898
2.7278
2.3084
2.3545
10,680,250.57
2021-01-27 11:59:59.999
26,535,142.122546
55,163
4,786,061.02
11,909,632.027154
0
2021-01-27 12:00:00
2.3522
2.6586
2.2288
2.4955
10,983,704.18
2021-01-27 23:59:59.999
26,901,933.973054
61,960
5,783,909.05
14,247,645.081005
0
2021-01-28 00:00:00
2.4985
3.3161
2.425
3.198
18,936,583.73
2021-01-28 11:59:59.999
56,057,850.333096
108,697
10,287,017.96
30,399,769.647262
0
2021-01-28 12:00:00
3.198
3.3579
3.0341
3.1197
11,744,529.85
2021-01-28 23:59:59.999
37,689,611.618727
83,749
6,258,682.91
20,128,611.166047
0
2021-01-29 00:00:00
3.1124
3.2374
2.8416
3.0045
12,395,898.66
2021-01-29 11:59:59.999
37,166,426.732193
79,127
5,636,209.84
16,971,416.781111
0
2021-01-29 12:00:00
3.005
3.4772
2.86
3.3511
9,754,722.7
2021-01-29 23:59:59.999
30,607,689.032472
70,620
5,164,286.46
16,291,871.039817
0
2021-01-30 00:00:00
3.3571
3.8947
3.1707
3.7575
15,375,763.02
2021-01-30 11:59:59.999
54,491,776.587321
109,700
7,840,567.73
27,816,295.814355
0
2021-01-30 12:00:00
3.7567
4.7
3.6686
4.586
28,722,843.65
2021-01-30 23:59:59.999
120,534,237.417622
224,176
14,818,310.24
62,330,690.234188
0
2021-01-31 00:00:00
4.5861
5.55
4.5428
5.2144
32,649,934.09
2021-01-31 11:59:59.999
164,206,082.648147
284,196
17,020,334.07
85,798,745.507665
0
2021-01-31 12:00:00
5.2125
5.5042
4.455
4.9309
23,216,393.67
2021-01-31 23:59:59.999
117,450,123.163741
208,379
11,270,496.76
57,122,359.462495
0
2021-02-01 00:00:00
4.9307
5.145
4.2715
4.792
19,595,021.76
2021-02-01 11:59:59.999
91,257,166.69894
157,774
9,622,276.97
44,921,013.750624
0
2021-02-01 12:00:00
4.7853
5.2729
4.5
5.0194
13,631,354.4
2021-02-01 23:59:59.999
66,861,915.12998
147,374
6,648,405.06
32,675,481.811087
0
2021-02-02 00:00:00
5.0179
5.074
4.6424
4.7699
7,415,791.03
2021-02-02 11:59:59.999
35,944,202.046635
81,100
3,456,266.2
16,760,362.044613
0
2021-02-02 12:00:00
4.7735
4.9353
4.56
4.6714
5,888,925.69
2021-02-02 23:59:59.999
27,900,272.803474
69,197
2,861,190.85
13,570,136.432391
0
2021-02-03 00:00:00
4.67
4.925
4.35
4.8025
7,984,184.74
2021-02-03 11:59:59.999
37,092,917.728517
83,195
3,919,881.96
18,246,800.839159
0
2021-02-03 12:00:00
4.7936
5.2657
4.72
5.0363
10,125,341.63
2021-02-03 23:59:59.999
51,085,194.093015
107,150
5,508,718.64
27,838,085.054745
0
2021-02-04 00:00:00
5.0357
5.149
4.5818
4.8016
9,986,400.19
2021-02-04 11:59:59.999
49,133,756.377485
111,031
4,730,817.88
23,323,635.421598
0
2021-02-04 12:00:00
4.8093
5.95
4.7701
5.5705
17,450,947.75
2021-02-04 23:59:59.999
95,143,096.192778
185,950
8,900,922.02
48,499,977.384407
0
2021-02-05 00:00:00
5.5699
6.2439
5.5076
6.1731
9,628,307.1
2021-02-05 11:59:59.999
56,853,300.355444
102,300
4,721,291.88
27,806,095.973955
0
2021-02-05 12:00:00
6.1794
6.33
5.6214
5.825
8,685,028.38
2021-02-05 23:59:59.999
51,482,644.857749
112,245
4,058,632.74
24,112,636.492631
0
2021-02-06 00:00:00
5.825
5.94
5.1
5.2141
11,510,605.85
2021-02-06 11:59:59.999
62,452,377.053176
134,822
5,359,899.22
29,167,001.044627
0
2021-02-06 12:00:00
5.2109
5.5
5.1935
5.26
5,692,957.45
2021-02-06 23:59:59.999
30,347,540.665868
69,541
2,782,202.44
14,844,275.723799
0
2021-02-07 00:00:00
5.2598
5.3095
4.6
4.9563
10,503,992.18
2021-02-07 11:59:59.999
51,571,571.062641
108,717
4,866,746.73
23,878,681.435799
0
2021-02-07 12:00:00
4.9579
5.091
4.3001
4.9512
10,587,816.92
2021-02-07 23:59:59.999
50,296,225.265633
110,073
5,191,506.62
24,743,982.081796
0
2021-02-08 00:00:00
4.9513
5.26
4.69
5.1934
7,217,582.92
2021-02-08 11:59:59.999
36,063,712.057563
76,010
3,699,150.92
18,537,932.423957
0
2021-02-08 12:00:00
5.193
5.4763
4.8946
5.3251
11,409,399.27
2021-02-08 23:59:59.999
59,355,322.056857
114,727
5,736,702.48
29,891,678.417841
0
2021-02-09 00:00:00
5.3255
5.3484
4.9922
5.0921
7,215,319.23
2021-02-09 11:59:59.999
37,037,161.332907
87,618
3,271,565.37
16,788,085.597384
0
2021-02-09 12:00:00
5.09
5.2
4.8143
5.067
8,971,637.8
2021-02-09 23:59:59.999
45,088,132.873388
102,094
4,392,095.56
22,113,783.960685
0
2021-02-10 00:00:00
5.0648
5.4206
5.0646
5.2599
9,414,276.15
2021-02-10 11:59:59.999
49,766,485.320923
97,412
5,037,058.73
26,629,828.836617
0
2021-02-10 12:00:00
5.259
5.259
4.4
4.8912
8,664,368.23
2021-02-10 23:59:59.999
42,047,606.0424
122,612
3,865,054.42
18,802,815.805549
0
2021-02-11 00:00:00
4.9
5.4661
4.673
5.2578
7,717,463.95
2021-02-11 11:59:59.999
39,373,243.339141
84,455
4,058,686.64
20,739,789.47415
0
2021-02-11 12:00:00
5.2559
5.86
5.2559
5.6254
12,527,774.76
2021-02-11 23:59:59.999
69,739,130.792071
146,665
6,596,995.45
36,764,270.145677
0
2021-02-12 00:00:00
5.6254
5.7718
5.1201
5.6996
8,943,700.86
2021-02-12 11:59:59.999
48,827,048.579409
108,026
4,486,088.25
24,559,530.505138
0
2021-02-12 12:00:00
5.6996
5.8
5.2063
5.2528
10,954,821
2021-02-12 23:59:59.999
59,947,868.132206
132,075
5,468,660.79
29,914,667.046546
0
End of preview. Expand in Data Studio

Crypto Coin Historical Data (2018-2025)

A dataset containing cryptocurrency historical price data across multiple timeframes.

Designed to provide a standardized, easily accessible dataset for cryptocurrency research and algorithmic trading development.

This dataset is automatically updated daily using the Binance API, ensuring that it remains current and relevant for users.

Last updated on 2025-04-21 00:15:04.

Usage 

>>> from datasets import load_dataset
>>> dataset = load_dataset("linxy/CryptoCoin", data_files=["BTCUSDT_1d.csv"], split="train")dataset = load_dataset("linxy/CryptoCoin", data_files=["BTCUSDT_1d.csv"], split="train")
Dataset({
    features: ['Open time', 'open', 'high', 'low', 'close', 'volume', 'Close time', 'Quote asset volume', 'Number of trades', 'Taker buy base asset volume', 'Taker buy quote asset volume', 'Ignore'],
    num_rows: 2649
})

Dataset Details

Dataset Description

This dataset provides high-frequency historical price data for various cryptocurrencies from January 1, 2018, to the present.

It includes cryptocurrency pairs:

available_pairs = [
    "BTCUSDT", "ETHUSDT", "BNBUSDT", "XRPUSDT", "LTCUSDT",
    "BCHUSDT", "EOSUSDT", "TRXUSDT", "ETCUSDT", "LINKUSDT",
    "DOTUSDT", "ADAUSDT", "SOLUSDT", "MATICUSDT", "AVAXUSDT",
    "FILUSDT", "XLMUSDT", "DOGEUSDT", "SHIBUSDT", "LUNAUSDT",
    "UNIUSDT", "AAVEUSDT", "SANDUSDT", "MANAUSDT", "FTMUSDT",
    "ALGOUSDT", "MATICUSDT", "XEMUSDT", "ZRXUSDT", "BATUSDT",
    "CHZUSDT", "SUSHIUSDT", "CRVUSDT", "YFIUSDT", "COMPUSDT",
    "SNXUSDT", "1INCHUSDT", "LDOUSDT", "RUNEUSDT", "KSMUSDT",
    "ZILUSDT", "HBARUSDT", "MATICUSDT", "FTTUSDT", "WAVESUSDT",
    "HNTUSDT", "ICPUSDT", "FILUSDT", "XEMUSDT", "ZRXUSDT",
    "BATUSDT", "CHZUSDT", "SUSHIUSDT", "CRVUSDT", "YFIUSDT",
    "COMPUSDT", "SNXUSDT", "1INCHUSDT", "LDOUSDT", "RUNEUSDT",
    "KSMUSDT", "ZILUSDT", "HBARUSDT", "MATICUSDT", "FTTUSDT",
    "WAVESUSDT", "HNTUSDT", "ICPUSDT", "FILUSDT", "XEMUSDT",
    "ZRXUSDT", "BATUSDT", "CHZUSDT", "SUSHIUSDT", "CRVUSDT",
    "YFIUSDT", "COMPUSDT", "SNXUSDT", "1INCHUSDT", "LDOUSDT",
    "RUNEUSDT", "KSMUSDT", "ZILUSDT", "HBARUSDT", "MATICUSDT",
    "FTTUSDT", "WAVESUSDT", "HNTUSDT", "ICPUSDT", "FILUSDT",
    "XEMUSDT", "ZRXUSDT", "BATUSDT", "CHZUSDT", "SUSHIUSDT",
    "CRVUSDT", "YFIUSDT", "COMPUSDT", "SNXUSDT", "1INCHUSDT",
    "LDOUSDT", "RUNEUSDT", "KSMUSDT", "ZILUSDT", "HBARUSDT",
    "MATICUSDT", "FTTUSDT", "WAVESUSDT", "HNTUSDT", "ICPUSDT",
    "FILUSDT", "XEMUSDT", "ZRXUSDT", "BATUSDT", "CHZUSDT",
    "SUSHIUSDT", "CRVUSDT", "YFIUSDT", "COMPUSDT", "SNXUSDT",
    "1INCHUSDT", "LDOUSDT", "RUNEUSDT", "KSMUSDT", "ZILUSDT",
    "HBARUSDT", "MATICUSDT", "FTTUSDT", "WAVESUSDT", "HNTUSDT",
    "ICPUSDT", "FILUSDT", "XEMUSDT", "ZRXUSDT", "BATUSDT",
    "CHZUSDT", "SUSHIUSDT", "CRVUSDT", "YFIUSDT", "COMPUSDT",
    "SNXUSDT", "1INCHUSDT", "LDOUSDT", "RUNEUSDT", "KSMUSDT",
    "ZILUSDT", "HBARUSDT", "MATICUSDT", "FTTUSDT", "WAVESUSDT",
]

It includes timeframes:

  • 1-minute (1M)
  • 3-minute (3M)
  • 5-minute (5M)
  • 15-minute (15M)
  • 30-minute (30M)
  • 1-hour (1H)
  • 2-hour (2H)
  • 4-hour (4H)
  • 6-hour (6H)
  • 8-hour (8H)
  • 12-hour (12H)
  • 1-day (1D)
available_timeframes = [
    "1m", "3m", "5m", "15m", "30m",
    "1h", "2h", "4h", "6h", "8h",
    "12h", "1d"
]

Each timeframe contains 12 fields per record:

Field Description
Open time Timestamp marking the start of the interval
open Opening price of Bitcoin for the interval
high Highest price during the interval
low Lowest price during the interval
close Closing price of Bitcoin for the interval
volume Trading volume of Bitcoin during the interval
Close time Timestamp marking the end of the interval
Quote asset volume Total quote asset (USDT) volume traded during the interval
Number of trades Number of trades executed within the interval
Taker buy base asset volume Volume of Bitcoin bought by takers
Taker buy quote asset volume Volume of USDT spent by takers
Ignore Placeholder column from Binance API (unused in analysis) 
columns = [
    "Open time", "open", "high", "low", "close", "volume",
    "Close time", "Quote asset volume",
    "Number of trades", "Taker buy base asset volume",
    "Taker buy quote asset volume", "Ignore"
]

Dataset Sources

  • Repository: GitHub Dataset Auto-Updater
  • Data Source: Binance API
  • Processing:
    • Automated daily updates using Python scripts
    • Basic error handling and rate limiting
    • Raw API responses converted to CSV format

Bias, Risks, and Limitations

  1. Exchange-Specific Bias: Data reflects Binance's order book, not global market activity
  2. Temporal Limitations: Missing data during Binance outages or API failures
  3. Market Volatility: Cryptocurrency markets are highly volatile, affecting model stability
  4. Latency: Data updates occur ~15 minutes after interval closure

Citation 

@misc{LinXueyuanStdio2025,
  title = {Crypto Coin Historical Data},
  author = {Xueyuan Lin},
  year = {2025},
  publisher = {GitHub},
  journal = {GitHub repository},
  howpublished = {\url{https://github.com/LinXueyuanStdio/crypto-coin-dataset-auto-updater}}
}

Author

Downloads last month
1,048
Size of the auto-converted Parquet files (First 5GB):
2.65 GB
Number of rows (First 5GB):
38,474,697
Estimated number of rows:
42,522,209