Hugging Face's logo

Datasets:
zongowo111
/
v2-crypto-ohlcv-data

Modalities:
Tabular
Text
Formats:
parquet
Size:
1M - 10M
Libraries:
Datasets
Dask
Polars
License:
Dataset card Data Studio Files
xet
Community
1
Dataset Viewer
Auto-converted to Parquet Duplicate
open_time
timestamp[ns]date
2019-09-23 00:00:00
2026-02-22 11:15:00
open
float64
0
126k
high
float64
0
138k
low
float64
0
126k
close
float64
0
126k
volume
float64
0
1.5B
close_time
timestamp[ns]date
2019-09-23 08:44:59
2026-02-22 23:59:59
quote_asset_volume
float64
0
262M
number_of_trades
int64
0
278k
taker_buy_base_asset_volume
float64
0
746M
taker_buy_quote_asset_volume
float64
0
128M
ignore
stringclasses
1 value
2021-07-15T13:00:00
269.69
288.98
269.26
272.3
337.0967
2021-07-15T13:14:59.999000
93,606.877903
86
336.7384
93,509.752223
0
2021-07-15T13:15:00
271.06
271.06
267.7
270.64
72.3021
2021-07-15T13:29:59.999000
19,506.814507
47
14.6822
3,936.824777
0
2021-07-15T13:30:00
269.48
272.82
269.39
271.93
19.9418
2021-07-15T13:44:59.999000
5,413.06673
12
10.3833
2,829.826
0
2021-07-15T13:45:00
273.97
274.54
273.97
274.54
1.1053
2021-07-15T13:59:59.999000
302.876562
3
1.1053
302.876562
0
2021-07-15T14:00:00
273.98
274.9
273.98
274.9
1.6779
2021-07-15T14:14:59.999000
459.76133
3
0.0001
0.027454
0
2021-07-15T14:15:00
273.97
273.97
273.97
273.97
0.8934
2021-07-15T14:29:59.999000
244.764798
1
0.8934
244.764798
0
2021-07-15T14:30:00
273.97
273.97
273.97
273.97
0
2021-07-15T14:44:59.999000
0
0
0
0
0
2021-07-15T14:45:00
273.97
273.97
273.97
273.97
0
2021-07-15T14:59:59.999000
0
0
0
0
0
2021-07-15T15:00:00
272.99
273.91
272.99
273.91
74.2743
2021-07-15T15:14:59.999000
20,298.462784
7
74.2743
20,298.462784
0
2021-07-15T15:15:00
274.61
274.61
274.61
274.61
2.1457
2021-07-15T15:29:59.999000
589.230677
1
2.1457
589.230677
0
2021-07-15T15:30:00
272.96
272.96
272.96
272.96
1.9465
2021-07-15T15:44:59.999000
531.31664
2
1.9465
531.31664
0
2021-07-15T15:45:00
272.92
272.92
272.92
272.92
7.0356
2021-07-15T15:59:59.999000
1,920.155952
1
0
0
0
2021-07-15T16:00:00
272.72
272.72
271.71
271.71
1.8993
2021-07-15T16:14:59.999000
516.431594
2
1.8993
516.431594
0
2021-07-15T16:15:00
269.67
269.67
269.16
269.16
2.4802
2021-07-15T16:29:59.999000
667.618416
3
0.0456
12.274152
0
2021-07-15T16:30:00
268
269.23
268
269.23
71.3796
2021-07-15T16:44:59.999000
19,131.868449
4
71.3796
19,131.868449
0
2021-07-15T16:45:00
269.94
269.94
269.94
269.94
2.0212
2021-07-15T16:59:59.999000
545.602728
1
2.0212
545.602728
0
2021-07-15T17:00:00
269.94
269.94
269.94
269.94
0
2021-07-15T17:14:59.999000
0
0
0
0
0
2021-07-15T17:15:00
269.94
269.94
269.94
269.94
0
2021-07-15T17:29:59.999000
0
0
0
0
0
2021-07-15T17:30:00
270.04
270.04
267.12
267.12
2.8231
2021-07-15T17:44:59.999000
756.809808
2
0.9258
250.003032
0
2021-07-15T17:45:00
266.79
266.96
266.79
266.96
2.3559
2021-07-15T17:59:59.999000
628.856145
2
0.4407
117.574353
0
2021-07-15T18:00:00
266.56
268.3
265.82
267.44
14.3562
2021-07-15T18:14:59.999000
3,831.108151
7
0
0
0
2021-07-15T18:15:00
267.44
267.44
267.44
267.44
0
2021-07-15T18:29:59.999000
0
0
0
0
0
2021-07-15T18:30:00
269.02
269.02
269.02
269.02
1.7787
2021-07-15T18:44:59.999000
478.505874
1
1.7787
478.505874
0
2021-07-15T18:45:00
267.29
270.23
267.29
270.23
13.8407
2021-07-15T18:59:59.999000
3,725.098571
5
13.8407
3,725.098571
0
2021-07-15T19:00:00
269.06
269.06
269.06
269.06
0.8205
2021-07-15T19:14:59.999000
220.76373
1
0.8205
220.76373
0
2021-07-15T19:15:00
271.39
271.39
271.39
271.39
0.4402
2021-07-15T19:29:59.999000
119.465878
1
0
0
0
2021-07-15T19:30:00
268.31
268.31
268.31
268.31
0.4407
2021-07-15T19:44:59.999000
118.244217
1
0.4407
118.244217
0
2021-07-15T19:45:00
268.86
268.86
268.86
268.86
2.0582
2021-07-15T19:59:59.999000
553.367652
1
0
0
0
2021-07-15T20:00:00
268.86
268.86
268.86
268.86
0
2021-07-15T20:14:59.999000
0
0
0
0
0
2021-07-15T20:15:00
271.03
271.55
271.03
271.55
4.0306
2021-07-15T20:29:59.999000
1,093.606323
3
3.5903
974.042858
0
2021-07-15T20:30:00
270.67
271.05
270.67
271.05
6.5536
2021-07-15T20:44:59.999000
1,774.682952
2
2.158
584.9259
0
2021-07-15T20:45:00
270.82
271.64
270.82
271.64
3.6642
2021-07-15T20:59:59.999000
993.844984
2
3.6642
993.844984
0
2021-07-15T21:00:00
270.7
271.15
270.7
271.15
4.0225
2021-07-15T21:14:59.999000
1,089.757315
2
4.0225
1,089.757315
0
2021-07-15T21:15:00
271.32
272.22
271.32
271.91
13.8732
2021-07-15T21:29:59.999000
3,771.533198
5
10.9842
2,985.985208
0
2021-07-15T21:30:00
270.7
270.7
270.44
270.44
3.0502
2021-07-15T21:44:59.999000
825.156088
2
2.0502
554.456088
0
2021-07-15T21:45:00
270.44
270.44
270.44
270.44
0
2021-07-15T21:59:59.999000
0
0
0
0
0
2021-07-15T22:00:00
270.06
272.03
270.06
271.56
13.4436
2021-07-15T22:14:59.999000
3,645.071296
6
13.4436
3,645.071296
0
2021-07-15T22:15:00
272.42
272.96
272.02
272.96
16.5472
2021-07-15T22:29:59.999000
4,509.456372
12
16.5472
4,509.456372
0
2021-07-15T22:30:00
272.56
273.8
272.56
273.6
18.7846
2021-07-15T22:44:59.999000
5,136.721595
5
18.7846
5,136.721595
0
2021-07-15T22:45:00
273.08
274
272.7
273.81
9.2496
2021-07-15T22:59:59.999000
2,528.196369
8
9.2496
2,528.196369
0
2021-07-15T23:00:00
274.22
275.43
272.63
272.63
99.3841
2021-07-15T23:14:59.999000
27,347.361218
24
47.8098
13,143.954718
0
2021-07-15T23:15:00
272.24
272.73
272.14
272.73
11.8531
2021-07-15T23:29:59.999000
3,230.342107
4
2.6429
720.798117
0
2021-07-15T23:30:00
272.89
272.89
268.7
268.7
69.8959
2021-07-15T23:44:59.999000
19,050.006813
11
38.7709
10,559.527147
0
2021-07-15T23:45:00
269.21
272.15
269.21
272.15
4.7161
2021-07-15T23:59:59.999000
1,276.147528
6
4.7161
1,276.147528
0
2021-07-16T00:00:00
272.68
272.68
270.86
270.86
3.2735
2021-07-16T00:14:59.999000
889.333244
2
1.4687
400.485116
0
2021-07-16T00:15:00
270.86
270.86
270.86
270.86
0
2021-07-16T00:29:59.999000
0
0
0
0
0
2021-07-16T00:30:00
269.03
269.03
269.03
269.03
7
2021-07-16T00:44:59.999000
1,883.21
1
0
0
0
2021-07-16T00:45:00
269.03
269.03
269.03
269.03
0
2021-07-16T00:59:59.999000
0
0
0
0
0
2021-07-16T01:00:00
271.12
271.5
270.84
271.5
17.6875
2021-07-16T01:14:59.999000
4,799.957208
3
13.6448
3,704.5632
0
2021-07-16T01:15:00
273.06
273.46
273.06
273.46
0.5301
2021-07-16T01:29:59.999000
144.786026
2
0
0
0
2021-07-16T01:30:00
273.46
273.67
273.46
273.67
2.7847
2021-07-16T01:44:59.999000
761.697388
3
0.9206
251.940602
0
2021-07-16T01:45:00
273.67
273.67
273.67
273.67
0
2021-07-16T01:59:59.999000
0
0
0
0
0
2021-07-16T02:00:00
274.53
278.06
274.53
277.87
66.2512
2021-07-16T02:14:59.999000
18,395.021246
10
66.197
18,380.020854
0
2021-07-16T02:15:00
276.27
276.27
275.39
275.39
4.5802
2021-07-16T02:29:59.999000
1,263.211372
3
0.3002
82.753132
0
2021-07-16T02:30:00
275.39
275.39
275.39
275.39
0
2021-07-16T02:44:59.999000
0
0
0
0
0
2021-07-16T02:45:00
277.04
277.07
277.04
277.07
3.3587
2021-07-16T02:59:59.999000
930.539365
2
3.3587
930.539365
0
2021-07-16T03:00:00
277.79
278.14
277.65
278.14
80.7544
2021-07-16T03:14:59.999000
22,436.326088
7
80.7544
22,436.326088
0
2021-07-16T03:15:00
277.71
277.71
277.71
277.71
1.5869
2021-07-16T03:29:59.999000
440.697999
2
1.5869
440.697999
0
2021-07-16T03:30:00
278.69
278.69
278.69
278.69
1.6596
2021-07-16T03:44:59.999000
462.513924
1
1.6596
462.513924
0
2021-07-16T03:45:00
277.89
277.89
277.89
277.89
0.09
2021-07-16T03:59:59.999000
25.0101
1
0
0
0
2021-07-16T04:00:00
279.21
279.67
279.21
279.67
0.2338
2021-07-16T04:14:59.999000
65.34763
3
0.2338
65.34763
0
2021-07-16T04:15:00
277.98
277.98
277.98
277.98
1.5015
2021-07-16T04:29:59.999000
417.38697
2
1.5015
417.38697
0
2021-07-16T04:30:00
276.38
276.38
276.38
276.38
0.8
2021-07-16T04:44:59.999000
221.104
1
0.8
221.104
0
2021-07-16T04:45:00
276.38
276.38
276.38
276.38
0
2021-07-16T04:59:59.999000
0
0
0
0
0
2021-07-16T05:00:00
276.38
276.38
276.38
276.38
0
2021-07-16T05:14:59.999000
0
0
0
0
0
2021-07-16T05:15:00
276.38
276.38
276.38
276.38
0
2021-07-16T05:29:59.999000
0
0
0
0
0
2021-07-16T05:30:00
273.6
273.6
273.6
273.6
0.4355
2021-07-16T05:44:59.999000
119.1528
1
0.4355
119.1528
0
2021-07-16T05:45:00
273.6
273.6
273.6
273.6
0
2021-07-16T05:59:59.999000
0
0
0
0
0
2021-07-16T06:00:00
273.6
273.6
273.6
273.6
0
2021-07-16T06:14:59.999000
0
0
0
0
0
2021-07-16T06:15:00
271.49
271.49
271.47
271.47
0.1842
2021-07-16T06:29:59.999000
50.006616
2
0
0
0
2021-07-16T06:30:00
269.42
269.42
269.42
269.42
0.4936
2021-07-16T06:44:59.999000
132.985712
1
0
0
0
2021-07-16T06:45:00
269.42
269.42
269.42
269.42
0
2021-07-16T06:59:59.999000
0
0
0
0
0
2021-07-16T07:00:00
269.42
269.42
269.42
269.42
0
2021-07-16T07:14:59.999000
0
0
0
0
0
2021-07-16T07:15:00
269.56
269.56
268.86
268.95
8.278
2021-07-16T07:29:59.999000
2,228.227877
4
5.0894
1,368.708861
0
2021-07-16T07:30:00
268.95
268.95
268.95
268.95
0
2021-07-16T07:44:59.999000
0
0
0
0
0
2021-07-16T07:45:00
267.04
267.04
267.04
267.04
1.1918
2021-07-16T07:59:59.999000
318.258272
2
1.1918
318.258272
0
2021-07-16T08:00:00
265.95
265.95
265.95
265.95
0.0988
2021-07-16T08:14:59.999000
26.27586
1
0
0
0
2021-07-16T08:15:00
267.27
267.27
267.27
267.27
1.0272
2021-07-16T08:29:59.999000
274.539744
1
1.0272
274.539744
0
2021-07-16T08:30:00
265.12
265.12
260.41
260.41
22.4306
2021-07-16T08:44:59.999000
5,943.841392
6
0
0
0
2021-07-16T08:45:00
260.41
260.41
260.41
260.41
0
2021-07-16T08:59:59.999000
0
0
0
0
0
2021-07-16T09:00:00
261.97
263.25
261.97
262.26
6.642
2021-07-16T09:14:59.999000
1,744.221901
4
4.4264
1,163.801169
0
2021-07-16T09:15:00
260.38
260.38
259.6
259.6
34.9736
2021-07-16T09:29:59.999000
9,082.35327
3
0
0
0
2021-07-16T09:30:00
259.6
259.6
259.6
259.6
0
2021-07-16T09:44:59.999000
0
0
0
0
0
2021-07-16T09:45:00
259.6
259.6
259.6
259.6
0
2021-07-16T09:59:59.999000
0
0
0
0
0
2021-07-16T10:00:00
259.6
259.6
259.6
259.6
0
2021-07-16T10:14:59.999000
0
0
0
0
0
2021-07-16T10:15:00
259.6
259.6
259.6
259.6
0
2021-07-16T10:29:59.999000
0
0
0
0
0
2021-07-16T10:30:00
259.6
259.6
259.6
259.6
0
2021-07-16T10:44:59.999000
0
0
0
0
0
2021-07-16T10:45:00
257.02
258.98
256.74
258.93
17.2403
2021-07-16T10:59:59.999000
4,436.834234
5
4.8078
1,244.276344
0
2021-07-16T11:00:00
257.46
257.65
256.18
256.18
5.0215
2021-07-16T11:14:59.999000
1,290.45535
4
5.0215
1,290.45535
0
2021-07-16T11:15:00
256.18
256.18
256.18
256.18
0
2021-07-16T11:29:59.999000
0
0
0
0
0
2021-07-16T11:30:00
255.85
255.85
255.85
255.85
1.285
2021-07-16T11:44:59.999000
328.76725
1
1.285
328.76725
0
2021-07-16T11:45:00
255.85
255.85
255.85
255.85
4
2021-07-16T11:59:59.999000
1,023.4
1
0
0
0
2021-07-16T12:00:00
255.85
255.85
255.85
255.85
0
2021-07-16T12:14:59.999000
0
0
0
0
0
2021-07-16T12:15:00
262.35
262.88
262.31
262.88
11.0908
2021-07-16T12:29:59.999000
2,913.673909
3
11.0908
2,913.673909
0
2021-07-16T12:30:00
259.5
259.5
258.53
258.53
2.3687
2021-07-16T12:44:59.999000
612.73765
2
0
0
0
2021-07-16T12:45:00
258.82
259.2
258.82
259.2
3.6824
2021-07-16T12:59:59.999000
953.765998
2
3.6824
953.765998
0
2021-07-16T13:00:00
265.29
265.29
265.29
265.29
0.0856
2021-07-16T13:14:59.999000
22.708824
1
0.0856
22.708824
0
2021-07-16T13:15:00
266
266
266
266
18.8563
2021-07-16T13:29:59.999000
5,015.7758
1
0
0
0
2021-07-16T13:30:00
266
266
266
266
0
2021-07-16T13:44:59.999000
0
0
0
0
0
2021-07-16T13:45:00
265.81
265.81
264.82
264.82
3.0975
2021-07-16T13:59:59.999000
821.567544
2
3.0975
821.567544
0
End of preview. Expand in Data Studio

v2-crypto-ohlcv-data

Cryptocurrency OHLCV data from Binance API.

Generated: 2025-12-30 07:53:47

Dataset Info

  • Total Files: 46
  • Total Data Points: 4,819,964
  • Total Size: 110.57 MB
  • Symbols: 23 cryptocurrencies
  • Timeframes: 15m, 1h

Usage 

import pandas as pd
from huggingface_hub import hf_hub_download

path = hf_hub_download(
    "zongowo111/v2-crypto-ohlcv-data",
    "klines/BTCUSDT/BTC_15m.parquet",
    repo_type="dataset"
)
df = pd.read_parquet(path)
print(df.head())

Symbols

ADA, AAVE, ALGO, ARB, ATOM, AVAX, BCH, BNB, BTC, DOGE, DOT, ETC, ETH, FIL, LINK, LTC, MATIC, NEAR, OP, SHIB, SOL, UNI, XRP

License

MIT License

Downloads last month
5,951
Size of downloaded dataset files:
423 MB
Size of the auto-converted Parquet files:
423 MB
Number of rows:
8,920,648