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Datasets:
rogerdehe
/
klines-bybit

Tasks:
Time Series Forecasting
Modalities:
Tabular
Formats:
parquet
Languages:
English
Size:
100M - 1B
Tags:
crypto
cryptocurrency
finance
ohlcv
klines
bybit
Libraries:
Datasets
Dask
Polars
License:
Dataset card Data Studio Files
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date
timestamp[ns, tz=UTC]
open
float64
high
float64
low
float64
close
float64
volume
float64
2025-09-18T07:15:00
2.5
2.5
2.5
2.5
22,782.7
2025-09-18T07:30:00
2.5
2.5
2.254
2.3721
364,165.9
2025-09-18T07:45:00
2.3721
2.4077
2.333
2.3825
141,187.8
2025-09-18T08:00:00
2.3825
2.5173
2.2996
2.4558
236,802.1
2025-09-18T08:15:00
2.4558
2.599
2.4196
2.496
260,433.9
2025-09-18T08:30:00
2.496
2.5066
2.3759
2.4229
159,007.6
2025-09-18T08:45:00
2.4229
2.4925
2.4065
2.4504
80,023.8
2025-09-18T09:00:00
2.4504
2.5361
2.4246
2.5181
95,694.7
2025-09-18T09:15:00
2.5181
2.5837
2.4348
2.4575
134,176.3
2025-09-18T09:30:00
2.4575
2.4703
2.3156
2.3643
171,120.9
2025-09-18T09:45:00
2.3643
2.5102
2.3503
2.475
85,857.4
2025-09-18T10:00:00
2.475
2.557
2.4591
2.4747
95,112
2025-09-18T10:15:00
2.4747
2.5808
2.4644
2.4976
63,141.3
2025-09-18T10:30:00
2.4976
2.5455
2.409
2.4656
73,360.8
2025-09-18T10:45:00
2.4656
2.5101
2.4346
2.4918
38,910.1
2025-09-18T11:00:00
2.4918
2.5696
2.4427
2.4625
88,019.9
2025-09-18T11:15:00
2.4625
2.476
2.4167
2.4463
57,974.8
2025-09-18T11:30:00
2.4463
2.4714
2.3801
2.4003
65,036.6
2025-09-18T11:45:00
2.4003
2.4264
2.319
2.3725
100,378.6
2025-09-18T12:00:00
2.3725
2.4739
2.3607
2.4629
103,319
2025-09-18T12:15:00
2.4629
2.5351
2.4311
2.5157
104,464.2
2025-09-18T12:30:00
2.5157
2.5311
2.4661
2.483
40,476.6
2025-09-18T12:45:00
2.483
2.5092
2.4586
2.4867
25,135.2
2025-09-18T13:00:00
2.4867
2.5581
2.4346
2.5267
85,785.7
2025-09-18T13:15:00
2.5267
2.7564
2.5246
2.6086
280,371.3
2025-09-18T13:30:00
2.6086
2.6868
2.4994
2.5374
103,046.2
2025-09-18T13:45:00
2.5374
2.6455
2.5048
2.6246
92,827.4
2025-09-18T14:00:00
2.6246
2.6479
2.5724
2.6344
33,735.8
2025-09-18T14:15:00
2.6344
2.68
2.6064
2.6682
49,149
2025-09-18T14:30:00
2.6682
2.7397
2.6466
2.6797
98,889.1
2025-09-18T14:45:00
2.6797
2.7741
2.6797
2.7281
106,601.1
2025-09-18T15:00:00
2.7281
2.7392
2.6232
2.6396
67,214.6
2025-09-18T15:15:00
2.6396
2.6501
2.5241
2.579
104,155.3
2025-09-18T15:30:00
2.579
2.6799
2.533
2.604
60,297.7
2025-09-18T15:45:00
2.604
2.6331
2.45
2.4863
85,357.7
2025-09-18T16:00:00
2.4863
2.5565
2.466
2.5049
48,222.3
2025-09-18T16:15:00
2.5049
2.5628
2.488
2.5472
25,508.5
2025-09-18T16:30:00
2.5472
2.5748
2.5015
2.522
22,381.2
2025-09-18T16:45:00
2.522
2.6144
2.522
2.5976
62,397
2025-09-18T17:00:00
2.5976
2.636
2.5423
2.6051
37,797.6
2025-09-18T17:15:00
2.6051
2.6616
2.5831
2.64
31,231.8
2025-09-18T17:30:00
2.64
2.6659
2.6072
2.6536
16,587.2
2025-09-18T17:45:00
2.6536
2.6656
2.6106
2.6243
7,752.4
2025-09-18T18:00:00
2.6243
2.6608
2.6067
2.6511
23,771.4
2025-09-18T18:15:00
2.6511
2.7344
2.64
2.6928
40,636.7
2025-09-18T18:30:00
2.6928
2.6998
2.6498
2.6692
15,004.3
2025-09-18T18:45:00
2.6692
2.7408
2.6464
2.7311
31,688.1
2025-09-18T19:00:00
2.7311
2.8986
2.7311
2.824
89,331.8
2025-09-18T19:15:00
2.824
2.9533
2.809
2.8424
57,039.5
2025-09-18T19:30:00
2.8424
2.8715
2.68
2.724
64,331.7
2025-09-18T19:45:00
2.724
2.724
2.6618
2.6873
21,520
2025-09-18T20:00:00
2.6873
2.7919
2.6803
2.7152
28,027.4
2025-09-18T20:15:00
2.7152
2.7323
2.628
2.7184
30,080
2025-09-18T20:30:00
2.7184
2.7465
2.6926
2.7425
44,421.2
2025-09-18T20:45:00
2.7425
2.8016
2.7421
2.7537
48,169.8
2025-09-18T21:00:00
2.7537
2.773
2.668
2.6815
13,791.5
2025-09-18T21:15:00
2.6815
2.6815
2.5829
2.639
37,656.5
2025-09-18T21:30:00
2.639
2.658
2.6185
2.658
13,162.4
2025-09-18T21:45:00
2.658
2.7136
2.6363
2.6945
20,589.3
2025-09-18T22:00:00
2.6945
2.7797
2.6882
2.7304
71,151.3
2025-09-18T22:15:00
2.7304
2.8557
2.7304
2.8088
36,882.9
2025-09-18T22:30:00
2.8088
2.8491
2.7766
2.8324
22,432.5
2025-09-18T22:45:00
2.8324
2.8903
2.7684
2.824
17,415.2
2025-09-18T23:00:00
2.824
2.8608
2.7804
2.796
20,882
2025-09-18T23:15:00
2.796
2.8597
2.7887
2.8232
6,502.1
2025-09-18T23:30:00
2.8232
2.8432
2.7878
2.7968
10,373.5
2025-09-18T23:45:00
2.7968
2.8286
2.7469
2.8153
26,572.7
2025-09-19T00:00:00
2.8153
2.8669
2.7416
2.7784
59,949.9
2025-09-19T00:15:00
2.7784
2.798
2.7125
2.7504
24,458.6
2025-09-19T00:30:00
2.7504
2.8096
2.6875
2.7709
49,172.4
2025-09-19T00:45:00
2.7709
2.9
2.7709
2.8936
13,193.4
2025-09-19T01:00:00
2.8936
2.8936
2.7633
2.8167
23,068.9
2025-09-19T01:15:00
2.8167
2.8211
2.7339
2.7496
12,580.6
2025-09-19T01:30:00
2.7496
2.7687
2.6826
2.6975
41,242.7
2025-09-19T01:45:00
2.6975
2.719
2.666
2.706
24,040.4
2025-09-19T02:00:00
2.706
2.717
2.6317
2.6722
14,526.3
2025-09-19T02:15:00
2.6722
2.6849
2.592
2.6143
25,117.3
2025-09-19T02:30:00
2.6143
2.6423
2.6116
2.6138
13,542.6
2025-09-19T02:45:00
2.6138
2.6563
2.59
2.6235
20,773.1
2025-09-19T03:00:00
2.6235
2.6261
2.5402
2.5729
40,535.8
2025-09-19T03:15:00
2.5729
2.6621
2.568
2.6317
80,579.5
2025-09-19T03:30:00
2.6317
2.6551
2.566
2.5721
51,660.5
2025-09-19T03:45:00
2.5721
2.6576
2.539
2.6279
89,618.5
2025-09-19T04:00:00
2.6279
2.6515
2.5942
2.6493
39,892.4
2025-09-19T04:15:00
2.6493
2.696
2.6167
2.6728
66,989.1
2025-09-19T04:30:00
2.6728
2.7483
2.6375
2.7251
53,432.7
2025-09-19T04:45:00
2.7251
2.7676
2.7231
2.744
14,694.4
2025-09-19T05:00:00
2.744
2.8
2.738
2.7597
49,411.6
2025-09-19T05:15:00
2.7597
2.817
2.7007
2.7955
60,027.2
2025-09-19T05:30:00
2.7955
2.7955
2.6966
2.7176
100,784.8
2025-09-19T05:45:00
2.7176
2.8038
2.6892
2.7935
37,965
2025-09-19T06:00:00
2.7935
2.8088
2.7229
2.8044
42,663
2025-09-19T06:15:00
2.8044
2.8087
2.6999
2.75
26,319.1
2025-09-19T06:30:00
2.75
2.755
2.6842
2.6983
22,891.5
2025-09-19T06:45:00
2.6983
2.7104
2.6684
2.6704
6,340.9
2025-09-19T07:00:00
2.6704
2.7631
2.666
2.7444
40,555.6
2025-09-19T07:15:00
2.7444
2.7612
2.7213
2.7266
16,533.8
2025-09-19T07:30:00
2.7266
2.7379
2.7021
2.7295
19,791.2
2025-09-19T07:45:00
2.7295
2.7566
2.7196
2.7432
11,622.9
2025-09-19T08:00:00
2.7432
2.8487
2.7315
2.8305
43,154
End of preview. Expand in Data Studio

Bybit USDT Perpetual OHLCV Klines

Historical OHLCV candlestick (kline) data for Bybit USDT-margined perpetual futures, stored as zstd-compressed Parquet. Includes delisted symbols, so it is usable for point-in-time / survivorship-bias-free backtests.

⚠️ Under construction. This dataset is being actively built. Coarser timeframes (15m · 1h · 4h · 1d) and 5m/3m are being uploaded first; 1m is still downloading and will be added. Pair and timeframe coverage will grow. A per-file COVERAGE.md will be published once the build settles.

Coverage (in progress)

futures (USDT perp)
Pairs ~617 (incl. delisted)
Timeframes 15m · 1h · 4h · 1d · 5m · 3m present; 1m coming
History from each contract's listing (mostly 2020–2021 onward) → present
Extras mark price and funding_rate series for most pairs

File layout 

futures/{timeframe}/{PAIR}.parquet

Examples:

  • futures/1d/BTC_USDT_USDT.parquet
  • futures/1h/BTC_USDT_USDT-mark.parquet (mark price)
  • futures/8h/BTC_USDT_USDT-funding_rate.parquet (funding rate)

Pairs are BASE_USDT_USDT (USDT-margined perpetual). Each OHLCV Parquet has columns date (UTC candle open), open, high, low, close, volume.

Usage 

from huggingface_hub import hf_hub_download
import pandas as pd

path = hf_hub_download("rogerdehe/klines-bybit",
                       "futures/1d/BTC_USDT_USDT.parquet", repo_type="dataset")
df = pd.read_parquet(path)

Notes

  • Timestamps are UTC. Coverage varies per pair (newer listings have shorter history).
  • The HF dataset viewer is disabled (custom per-pair layout); load files directly.
  • Data provided as-is for research; no warranty of accuracy or completeness.
Downloads last month
28
Number of rows:
433,968,419
Total file size:
8.7 GB