datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
mktdata-binance-2026
BINANCE USDT Perpetual — L2 Order-Book Deltas + Trades (2026)
Raw market-microstructure tick data for BINANCE USDT-margined perpetual
futures: full-depth L2 order-book deltas and trades, as zstd-compressed
Parquet. Recorded by the goldmine market-data recorder; converted losslessly from
its internal GMKT v1 format.
This repo holds year 2026. Data is sharded one repo per exchange per year
(mktdata-binance-<year>) to keep per-repo file counts and size bounded.
⚠️ Under… See the full description on the dataset page: https://huggingface.co/datasets/rogerdehe/mktdata-binance-2026.klines-binance
Binance USDT OHLCV Klines (spot + perpetual futures)
Historical OHLCV candlestick (kline) data for Binance USDT markets — both
spot and USDT-margined perpetual futures — stored as zstd-compressed Parquet.
Coverage
spot
futures (USDT perp)
Pairs
~490
~791 (includes delisted — survivorship-bias-free)
Timeframes
1m · 3m · 5m · 15m · 1h · 4h · 1d
1m · 3m · 5m · 15m · 1h · 4h · 8h · 1d
History
2017-08 → 2025-05
2020-05 → 2026-07
Extras
—
sparse mark… See the full description on the dataset page: https://huggingface.co/datasets/rogerdehe/klines-binance.binance-btcusdt
BTCUSDT Perpetual Futures — 5-Minute Feature Dataset
Complete historical dataset for Binance BTCUSDT USDT-Margined Perpetual Futures,
covering 2020-09-10 → 2026-05-31 (~5.7 years, 601,920 five-minute bars).
Built for quantitative research and ML model training. All raw data is sourced from
data.binance.vision (Binance's official public archive)
and processed with a deterministic, event-driven feature pipeline.
Repository structure
features/
BTCUSDT/… See the full description on the dataset page: https://huggingface.co/datasets/ibrahimdaud/binance-btcusdt.binance_btcusdt_15m_klines
BTCUSDT 15m spot klines
This dataset is exported daily from origo.binance_spot_klines at 15-minute resolution.
Latest snapshot:
file: btcusdt_15m_kline_20200101_to_20260921.parquet
start date: 2020-01-01
rows: 235613
end date: 2026-09-21
columns: datetime, open, high, low, close, mean, std, volume, maker_ratio, no_of_trades, open_liquidity, high_liquidity, low_liquidity, close_liquidity, liquidity_sum, maker_volume, maker_liquidity
Notes:
Source market: Binance spot BTCUSDT… See the full description on the dataset page: https://huggingface.co/datasets/vaquum/binance_btcusdt_15m_klines.binance-future-orderbookbinance_btcusdt_1h_klines
BTCUSDT 1h spot klines
This dataset is exported daily from origo.binance_spot_klines at 1-hour resolution.
Latest snapshot:
file: btcusdt_1h_kline_20200101_to_20260921.parquet
start date: 2020-01-01
rows: 58910
end date: 2026-09-21
columns: datetime, open, high, low, close, mean, std, volume, maker_ratio, no_of_trades, open_liquidity, high_liquidity, low_liquidity, close_liquidity, liquidity_sum, maker_volume, maker_liquidity
Notes:
Source market: Binance spot BTCUSDT
Source… See the full description on the dataset page: https://huggingface.co/datasets/vaquum/binance_btcusdt_1h_klines.binance_btcusdt_1m_klines
BTCUSDT 1m spot klines
This dataset is exported daily from origo.binance_spot_klines at 1-minute resolution.
Latest snapshot:
file: btcusdt_1m_kline_20200101_to_20260921.parquet
start date: 2020-01-01
rows: 3534140
end date: 2026-09-21
columns: datetime, open, high, low, close, mean, std, volume, maker_ratio, no_of_trades, open_liquidity, high_liquidity, low_liquidity, close_liquidity, liquidity_sum, maker_volume, maker_liquidity
Notes:
Source market: Binance spot BTCUSDT… See the full description on the dataset page: https://huggingface.co/datasets/vaquum/binance_btcusdt_1m_klines.binance-top50-spot-v1
Binance Top 50 Backtesting Dataset
Built at: 2026-05-21T11:53:45.468482+00:00
Parameters
Lookback: 1 days
Top N: 3
Trade Types: spot, um
Data Types: klines, aggTrades
Build Status
SPOT: 3 symbols
klines: 3/3 healthy
aggTrades: 3/3 healthy
UM: 3 symbols
klines: 3/3 healthy
aggTrades: 3/3 healthy
fundingRate: 3/3 healthy
binance-futures-ohlcv-2018-2026
🐱 币安期货 Main4 数据集 (BTC/ETH/BNB/SOL)
本项目由交易猫基金会支持（交易猫基金会 CA：0x8a99b8d53eff6bc331af529af74ad267f3167777）。
精简版币安期货历史数据 - 只包含 4 个主要币种，适合快速下载和研究使用。
📊 数据概览
文件
记录数
压缩大小
时间范围
说明
candles_1m_main4_*.bin.zst
998 万
366 MB
2020-01 ~ 2026-01
1分钟K线 (Binary)
futures_metrics_main4_*.bin.zst
152 万
49 MB
2021-12 ~ 2026-01
期货指标 (Binary)
schema_*.sql.zst
-
6.3 KB
-
TimescaleDB Schema
总计: 1150 万条记录，压缩后约 415MB
🎯 包含币种
币种
K线记录数
K线时间范围… See the full description on the dataset page: https://huggingface.co/datasets/tradecatlabs/binance-futures-ohlcv-2018-2026.binance_btcusdt_2h_klines
BTCUSDT 2h spot klines
This dataset is exported daily from origo.binance_spot_klines at 2-hour resolution.
Latest snapshot:
file: btcusdt_2h_kline_20200101_to_20260921.parquet
start date: 2020-01-01
rows: 29461
end date: 2026-09-21
columns: datetime, open, high, low, close, mean, std, volume, maker_ratio, no_of_trades, open_liquidity, high_liquidity, low_liquidity, close_liquidity, liquidity_sum, maker_volume, maker_liquidity
Notes:
Source market: Binance spot BTCUSDT
Source… See the full description on the dataset page: https://huggingface.co/datasets/vaquum/binance_btcusdt_2h_klines.binance_btcusdt_4h_klines
BTCUSDT 4h spot klines
This dataset is exported daily from origo.binance_spot_klines at 4-hour resolution.
Latest snapshot:
file: btcusdt_4h_kline_20200101_to_20260921.parquet
start date: 2020-01-01
rows: 14735
end date: 2026-09-21
columns: datetime, open, high, low, close, mean, std, volume, maker_ratio, no_of_trades, open_liquidity, high_liquidity, low_liquidity, close_liquidity, liquidity_sum, maker_volume, maker_liquidity
Notes:
Source market: Binance spot BTCUSDT
Source… See the full description on the dataset page: https://huggingface.co/datasets/vaquum/binance_btcusdt_4h_klines.binance_btcusdt_30m_klines
BTCUSDT 30m spot klines
This dataset is exported daily from origo.binance_spot_klines at 30-minute resolution.
Latest snapshot:
file: btcusdt_30m_kline_20200101_to_20260921.parquet
start date: 2020-01-01
rows: 117808
end date: 2026-09-21
columns: datetime, open, high, low, close, mean, std, volume, maker_ratio, no_of_trades, open_liquidity, high_liquidity, low_liquidity, close_liquidity, liquidity_sum, maker_volume, maker_liquidity
Notes:
Source market: Binance spot BTCUSDT… See the full description on the dataset page: https://huggingface.co/datasets/vaquum/binance_btcusdt_30m_klines.BINANCE_NOVADAX_BTCUSD2020-2026cryptolake-binance-futures-btc
Cryptolake raw market data — Binance USDT-M futures (BTC)
Raw market-data archive (Cryptolake subscription capture; coverage ~2024-11 .. 2026-06, gaps possible):
20-level order-book snapshots (book), trades, funding/mark-price (funding),
liquidations (forceOrders), open-interest polls. One snappy parquet per day per stream,
layout raw/<stream>/exchange=BINANCE_FUTURES/symbol=BTC-USDT-PERP/dt=<DAY>/.
Mirror of gs://market-data-0998ac51/raw/ (GCP->HF migration 2026-08-22; ledger:… See the full description on the dataset page: https://huggingface.co/datasets/delmiron27/cryptolake-binance-futures-btc.binance_btcusdt_60M_dollar_klines
BTCUSDT 60M dollar spot klines
This dataset is exported daily from origo.binance_spot_dollar_klines using 60M-dollar dollar bars derived from the 1M Origo dollar-kline foundation.
Latest snapshot:
file: btcusdt_60M_dollar_kline_20200101_to_20260921.parquet
start date: 2020-01-01
rows: 93354
end date: 2026-09-21
columns: start_datetime, end_datetime, dollar_bar_id, open, high, low, close, mean, std, volume, maker_ratio, no_of_trades, open_liquidity, high_liquidity, low_liquidity… See the full description on the dataset page: https://huggingface.co/datasets/vaquum/binance_btcusdt_60M_dollar_klines.binance_btcusdt_15M_dollar_klines
BTCUSDT 15M dollar spot klines
This dataset is exported daily from origo.binance_spot_dollar_klines using 15M-dollar dollar bars derived from the 1M Origo dollar-kline foundation.
Latest snapshot:
file: btcusdt_15M_dollar_kline_20200101_to_20260921.parquet
start date: 2020-01-01
rows: 369711
end date: 2026-09-21
columns: start_datetime, end_datetime, dollar_bar_id, open, high, low, close, mean, std, volume, maker_ratio, no_of_trades, open_liquidity, high_liquidity… See the full description on the dataset page: https://huggingface.co/datasets/vaquum/binance_btcusdt_15M_dollar_klines.binance-polymarket-orderflow
Binance Spot Orderbook & Trade-Flow Dataset (1s cadence)
Gated research dataset. Request access with a short description of your use case.
Contents
Directory
Source
Cadence
Levels
Symbols
Coverage
binance_depth/
Binance spot L2 depth (WS snapshot)
1 s
20
BTC/ETH/SOL
2026-08-07 onward
binance_trades/
Binance spot aggTrade tape
tick
-
BTC/ETH/SOL
2026-08-07 onward
File layout
{stream}/{SYMBOL}/{YYYY-MM-DD}.parquet — one file per… See the full description on the dataset page: https://huggingface.co/datasets/Lazy108/binance-polymarket-orderflow.binance_btcusdt_120M_dollar_klines
BTCUSDT 120M dollar spot klines
This dataset is exported daily from origo.binance_spot_dollar_klines using 120M-dollar dollar bars derived from the 1M Origo dollar-kline foundation.
Latest snapshot:
file: btcusdt_120M_dollar_kline_20200101_to_20260921.parquet
start date: 2020-01-01
rows: 47297
end date: 2026-09-21
columns: start_datetime, end_datetime, dollar_bar_id, open, high, low, close, mean, std, volume, maker_ratio, no_of_trades, open_liquidity, high_liquidity… See the full description on the dataset page: https://huggingface.co/datasets/vaquum/binance_btcusdt_120M_dollar_klines.binance_btcusdt_1M_dollar_klines
BTCUSDT 1M dollar spot klines
This dataset is exported daily from origo.binance_spot_dollar_klines using 1M-dollar dollar bars derived from the 1M Origo dollar-kline foundation.
Latest snapshot:
file: btcusdt_1M_dollar_kline_20200101_to_20260921.parquet
start date: 2020-01-01
rows: 5523270
end date: 2026-09-21
columns: start_datetime, end_datetime, dollar_bar_id, open, high, low, close, mean, std, volume, maker_ratio, no_of_trades, open_liquidity, high_liquidity, low_liquidity… See the full description on the dataset page: https://huggingface.co/datasets/vaquum/binance_btcusdt_1M_dollar_klines.binance_btcusdt_30M_dollar_klines
BTCUSDT 30M dollar spot klines
This dataset is exported daily from origo.binance_spot_dollar_klines using 30M-dollar dollar bars derived from the 1M Origo dollar-kline foundation.
Latest snapshot:
file: btcusdt_30M_dollar_kline_20200101_to_20260921.parquet
start date: 2020-01-01
rows: 185479
end date: 2026-09-21
columns: start_datetime, end_datetime, dollar_bar_id, open, high, low, close, mean, std, volume, maker_ratio, no_of_trades, open_liquidity, high_liquidity… See the full description on the dataset page: https://huggingface.co/datasets/vaquum/binance_btcusdt_30M_dollar_klines.binance_btcusdt_240M_dollar_klines
BTCUSDT 240M dollar spot klines
This dataset is exported daily from origo.binance_spot_dollar_klines using 240M-dollar dollar bars derived from the 1M Origo dollar-kline foundation.
Latest snapshot:
file: btcusdt_240M_dollar_kline_20200101_to_20260921.parquet
start date: 2020-01-01
rows: 24286
end date: 2026-09-21
columns: start_datetime, end_datetime, dollar_bar_id, open, high, low, close, mean, std, volume, maker_ratio, no_of_trades, open_liquidity, high_liquidity… See the full description on the dataset page: https://huggingface.co/datasets/vaquum/binance_btcusdt_240M_dollar_klines.BINANCE_NOVADAX_BTCUSD2020-2026recorder-binance-futures-btc
chronos recorder archive — Binance USDT-M futures BTC
L2 order-book (depth snapshots + diffs) and trades streams for BTCUSDT and BTCUSDC perpetuals.
Recorded 24/7 by the chronos market recorder (GitHub:
BlackDigitalStudio/crypto-market-recorder) on VM scalper-recorder (Tokyo) up to
2026-08-05 ~18:xx UTC. Hourly snappy-parquet files, layout preserved 1:1 from
gs://recorder-data-asia-0998ac51/chronos/scalper-recorder/...
(GCP->HF migration 2026-08-22; ledger:… See the full description on the dataset page: https://huggingface.co/datasets/delmiron27/recorder-binance-futures-btc.btcusdt-binance-futures-klines-5m-2020-12-01-2024-12-01BinanceData
Binance Market Data
Giới thiệu
Dataset này là snapshot dữ liệu thị trường tài chính/crypto được thu thập từ các public market-data API của Binance. Dữ liệu chủ yếu là nến giao dịch 1 phút (1-minute OHLCV), được lưu ở hai định dạng:
CSV: định dạng văn bản để tương thích và kiểm tra thủ công.
Parquet: định dạng columnar nén Zstandard, phù hợp cho phân tích lớn bằng Polars, PyArrow, pandas, DuckDB, Spark và Hugging Face Datasets.
Dataset không phải là dữ liệu tài… See the full description on the dataset page: https://huggingface.co/datasets/HaianCao/BinanceData.BTCUSDT_Binance_1min_2017-2025binance-klines-20240721binance-trading-272gb
Binance Trading 272 GB
Public market data from data.binance.vision.
fundingRate
premiumIndexKlines
markPriceKlines
metrics
klines multi-TF
aggTrades (spot + futures)
binance-klines-1m-2025Binance_Future_Klines_BTCUSDT_2025-01-01_2026-02-01