linxy/USDT-M_Perpetual_Futures

USDT-M Perpetual Futures (Binance)

Binance USDT-margined perpetual futures historical data, including OHLCV klines, mark / index / premium-index prices, open-interest & long/short ratios, and funding rates.

Auto-updated daily from the official Binance public data mirror.

币安 U 本位永续合约 历史数据集，包含 K 线、标记价格、指数价格、溢价指数、持仓量及多空比、资金费率， 每日从 Binance 官方数据镜像自动更新。

Last updated on 2026-07-21 12:52:03 UTC

Usage

Data is stored as Parquet in per-symbol subdirectories.

import pandas as pd
from datasets import load_dataset

# OHLCV klines
klines = load_dataset("linxy/USDT-M_Perpetual_Futures", data_files=["BTCUSDT/BTCUSDT_1d.parquet"], split="train")

# Or read directly with pandas
df = pd.read_parquet("hf://datasets/linxy/USDT-M_Perpetual_Futures/BTCUSDT/BTCUSDT_1d.parquet")

Quick start / 快速开始

This dataset contains many symbols — a full clone downloads hundreds of GB. Use GIT_LFS_SKIP_SMUDGE to clone metadata only, then pull only the symbols you need:

# Clone metadata only (a few seconds — no large files)
GIT_LFS_SKIP_SMUDGE=1 git clone https://huggingface.co/datasets/linxy/USDT-M_Perpetual_Futures

cd USDT-M_Perpetual_Futures

# Pull only the symbols you need
git lfs pull --include="BTCUSDT/**"
git lfs pull --include="ETHUSDT/**"

# Or multiple at once
git lfs pull --include="BTCUSDT/**" --include="ETHUSDT/**" --include="SOLUSDT/**"

To update an existing clone without downloading everything:

cd USDT-M_Perpetual_Futures
GIT_LFS_SKIP_SMUDGE=1 git pull origin main
git lfs pull --include="BTCUSDT/**"

Data Types

Files are organised in per-symbol subdirectories ({symbol}/{symbol}_{suffix}.parquet).

File pattern	Content
{symbol}/{symbol}_{interval}.parquet	OHLCV klines
{symbol}/{symbol}_markPrice_{interval}.parquet	Mark price klines
{symbol}/{symbol}_indexPrice_{interval}.parquet	Index price klines
{symbol}/{symbol}_premiumIndex_{interval}.parquet	Premium index klines
{symbol}/{symbol}_metrics.parquet	Open interest, long/short ratios, taker buy/sell
{symbol}/{symbol}_fundingRate.parquet	Funding rate history
{symbol}/{symbol}_info.json	Per-symbol metadata (precision, tick sizes, sector, etc.)
meta.json	Dataset-level metadata (full symbol list, intervals, etc.)
_index.json	Updater bookkeeping (internal)

Intervals

1d 12h 8h 6h 4h 2h 1h 30m 15m 5m

available_timeframes = [
    "5m", "15m", "30m",
    "1h", "2h", "4h", "6h", "8h", "12h",
    "1d"
]

Kline / Price Fields

Field	Description
open_time	Interval start timestamp (ms)
open	Opening price
high	Highest price
low	Lowest price
close	Closing price
volume	Base asset volume
close_time	Interval end timestamp (ms)
quote_volume	Quote asset (USDT) volume
count	Number of trades
taker_buy_volume	Taker buy base volume
taker_buy_quote_volume	Taker buy quote volume
ignore	Placeholder (unused)

columns = [
    "open_time", "open", "high", "low", "close", "volume",
    "close_time", "quote_volume", "count",
    "taker_buy_volume", "taker_buy_quote_volume", "ignore"
]

Metrics Fields

Field	Description
create_time	Observation timestamp
symbol	Trading pair
sum_open_interest	Total open interest (base)
sum_open_interest_value	Total open interest (USDT)
count_toptrader_long_short_ratio	Top-trader long/short accounts ratio
sum_toptrader_long_short_ratio	Top-trader long/short positions ratio
count_long_short_ratio	Global long/short accounts ratio
sum_taker_long_short_vol_ratio	Taker buy/sell volume ratio

Funding Rate Fields

Field	Description
calc_time	Funding timestamp
funding_interval_hours	Interval (hours)
last_funding_rate	Funding rate

Available Symbols

Click to expand — 513 symbols / 点击展开

available_pairs = [
    "0GUSDT", "1000000BOBUSDT", "1000000MOGUSDT", "1000BONKUSDT", "1000CATUSDT",
    "1000CHEEMSUSDT", "1000FLOKIUSDT", "1000LUNCUSDT", "1000PEPEUSDT", "1000RATSUSDT",
    "1000SATSUSDT", "1000SHIBUSDT", "1000XECUSDT", "1INCHUSDT", "1MBABYDOGEUSDT",
    "2ZUSDT", "4USDT", "AAVEUSDT", "ACEUSDT", "ACHUSDT",
    "ACTUSDT", "ACUUSDT", "ACXUSDT", "ADAUSDT", "AERGOUSDT",
    "AEROUSDT", "AEVOUSDT", "AGLDUSDT", "AGTUSDT", "AIAUSDT",
    "AIGENSYNUSDT", "AINUSDT", "AIOTUSDT", "AIOUSDT", "AIXBTUSDT",
    "AKEUSDT", "AKTUSDT", "ALCHUSDT", "ALGOUSDT", "ALICEUSDT",
    "ALLOUSDT", "ALLUSDT", "ALPINEUSDT", "ALTUSDT", "ANIMEUSDT",
    "ANKRUSDT", "APEUSDT", "API3USDT", "APRUSDT", "APTUSDT",
    "ARBUSDT", "ARCUSDT", "ARIAUSDT", "ARKMUSDT", "ARKUSDT",
    "ARPAUSDT", "ARUSDT", "ARXUSDT", "ASRUSDT", "ASTERUSDT",
    "ASTRUSDT", "ATHUSDT", "ATOMUSDT", "ATUSDT", "AUCTIONUSDT",
    "AUSDT", "AVAAIUSDT", "AVAUSDT", "AVAXUSDT", "AVNTUSDT",
    "AWEUSDT", "AXLUSDT", "AXSUSDT", "AZTECUSDT", "B2USDT",
    "BABYUSDT", "BANANAS31USDT", "BANANAUSDT", "BANDUSDT", "BANKUSDT",
    "BANUSDT", "BARDUSDT", "BASEDUSDT", "BASUSDT", "BATUSDT",
    "BBUSDT", "BCHUSDT", "BEAMXUSDT", "BEATUSDT", "BELUSDT",
    "BERAUSDT", "BICOUSDT", "BIGTIMEUSDT", "BILLUSDT", "BIOUSDT",
    "BIRBUSDT", "BLESSUSDT", "BLUAIUSDT", "BLURUSDT", "BMTUSDT",
    "BNBUSDT", "BNTUSDT", "BOMEUSDT", "BRETTUSDT", "BREVUSDT",
    "BROCCOLI714USDT", "BROCCOLIF3BUSDT", "BRUSDT", "BSBUSDT", "BSVUSDT",
    "BTCDOMUSDT", "BTCUSDT", "BTRUSDT", "BTWUSDT", "BULLAUSDT",
    "BUSDT", "C98USDT", "CAKEUSDT", "CAPUSDT", "CARVUSDT",
    "CATIUSDT", "CCUSDT", "CELOUSDT", "CELRUSDT", "CETUSUSDT",
    "CFGUSDT", "CFXUSDT", "CGPTUSDT", "CHILLGUYUSDT", "CHIPUSDT",
    "CHRUSDT", "CHZUSDT", "CKBUSDT", "CTSIUSDT", "CVXUSDT",
    "CYBERUSDT", "DASHUSDT", "DEEPUSDT", "DEXEUSDT", "DIAUSDT",
    "DODOXUSDT", "DOGEUSDT", "DOGSUSDT", "DOLOUSDT", "DOODUSDT",
    "DOTUSDT", "DRIFTUSDT", "DUSKUSDT", "DYDXUSDT", "DYMUSDT",
    "EDENUSDT", "EDGEUSDT", "EDUUSDT", "EGLDUSDT", "EIGENUSDT",
    "ELSAUSDT", "ENAUSDT", "ENJUSDT", "ENSOUSDT", "ENSUSDT",
    "EPICUSDT", "ERAUSDT", "ESPORTSUSDT", "ESPUSDT", "ETCUSDT",
    "ETHFIUSDT", "ETHUSDT", "ETHWUSDT", "EULUSDT", "EVAAUSDT",
    "FARTCOINUSDT", "FETUSDT", "FFUSDT", "FHEUSDT", "FIDAUSDT",
    "FIGHTUSDT", "FILUSDT", "FLOCKUSDT", "FLOWUSDT", "FLUIDUSDT",
    "FLUXUSDT", "FOGOUSDT", "FOLKSUSDT", "FORMUSDT", "FRAXUSDT",
    "FUSDT", "GALAUSDT", "GASUSDT", "GENIUSUSDT", "GIGGLEUSDT",
    "GLMUSDT", "GMTUSDT", "GMXUSDT", "GOATUSDT", "GPSUSDT",
    "GRASSUSDT", "GRIFFAINUSDT", "GTCUSDT", "GUAUSDT", "GUNUSDT",
    "GUSDT", "GWEIUSDT", "HAEDALUSDT", "HANAUSDT", "HEIUSDT",
    "HEMIUSDT", "HFTUSDT", "HIVEUSDT", "HMSTRUSDT", "HOLOUSDT",
    "HOMEUSDT", "HOTUSDT", "HUMAUSDT", "HUSDT", "HYPERUSDT",
    "HYPEUSDT", "ICNTUSDT", "IDOLUSDT", "IDUSDT", "ILVUSDT",
    "IMXUSDT", "INITUSDT", "INJUSDT", "INUSDT", "INXUSDT",
    "IOSTUSDT", "IOTAUSDT", "IOTXUSDT", "IOUSDT", "IRYSUSDT",
    "JASMYUSDT", "JCTUSDT", "JELLYJELLYUSDT", "JOEUSDT", "JSTUSDT",
    "JTOUSDT", "JUPUSDT", "KAIAUSDT", "KAITOUSDT", "KASUSDT",
    "KATUSDT", "KAVAUSDT", "KERNELUSDT", "KGENUSDT", "KITEUSDT",
    "KMNOUSDT", "KNCUSDT", "KOMAUSDT", "KSMUSDT", "LABUSDT",
    "LAUSDT", "LAYERUSDT", "LDOUSDT", "LIGHTUSDT", "LINEAUSDT",
    "LINKUSDT", "LISTAUSDT", "LITUSDT", "LPTUSDT", "LQTYUSDT",
    "LSKUSDT", "LTCUSDT", "LUMIAUSDT", "LUNA2USDT", "LUNAUSDT",
    "LYNUSDT", "MAGICUSDT", "MAGMAUSDT", "MANAUSDT", "MANTAUSDT",
    "MANTRAUSDT", "MASKUSDT", "MATICUSDT", "MAVIAUSDT", "MAVUSDT",
    "MEGAUSDT", "MELANIAUSDT", "MEMEUSDT", "MERLUSDT", "METISUSDT",
    "METUSDT", "MEUSDT", "MEWUSDT", "MINAUSDT", "MIRAUSDT",
    "MITOUSDT", "MMTUSDT", "MOCAUSDT", "MONUSDT", "MOODENGUSDT",
    "MORPHOUSDT", "MOVEUSDT", "MOVRUSDT", "MTLUSDT", "MUBARAKUSDT",
    "MUSDT", "MYXUSDT", "NAORISUSDT", "NEARUSDT", "NEIROUSDT",
    "NEOUSDT", "NEWTUSDT", "NIGHTUSDT", "NILUSDT", "NMRUSDT",
    "NOMUSDT", "NOTUSDT", "NXPCUSDT", "OGNUSDT", "OGUSDT",
    "ONDOUSDT", "ONEUSDT", "ONGUSDT", "ONTUSDT", "ONUSDT",
    "OPENUSDT", "OPGUSDT", "OPNUSDT", "OPUSDT", "ORCAUSDT",
    "ORDERUSDT", "ORDIUSDT", "OUSDT", "PARTIUSDT", "PAXGUSDT",
    "PENDLEUSDT", "PENGUUSDT", "PEOPLEUSDT", "PHAROSUSDT", "PHAUSDT",
    "PIEVERSEUSDT", "PIPPINUSDT", "PIXELUSDT", "PLAYUSDT", "PLUMEUSDT",
    "PNUTUSDT", "POLUSDT", "POLYXUSDT", "POPCATUSDT", "PORTALUSDT",
    "POWERUSDT", "POWRUSDT", "PRLUSDT", "PROMPTUSDT", "PROMUSDT",
    "PROVEUSDT", "PTBUSDT", "PUMPBTCUSDT", "PUMPUSDT", "PUNDIXUSDT",
    "PYTHUSDT", "QNTUSDT", "QTUMUSDT", "QUSDT", "RAREUSDT",
    "RAVEUSDT", "RAYSOLUSDT", "RECALLUSDT", "REDUSDT", "RENDERUSDT",
    "RESOLVUSDT", "REUSDT", "REZUSDT", "RIFUSDT", "RIVERUSDT",
    "RLCUSDT", "ROBOUSDT", "RONINUSDT", "ROSEUSDT", "RPLUSDT",
    "RSRUSDT", "RUNEUSDT", "RVNUSDT", "SAFEUSDT", "SAGAUSDT",
    "SAHARAUSDT", "SANDUSDT", "SANTOSUSDT", "SAPIENUSDT", "SCRTUSDT",
    "SCRUSDT", "SEIUSDT", "SENTUSDT", "SFPUSDT", "SHELLUSDT",
    "SIGNUSDT", "SIRENUSDT", "SKLUSDT", "SKRUSDT", "SKYAIUSDT",
    "SKYUSDT", "SLPUSDT", "SLXUSDT", "SNXUSDT", "SOLUSDT",
    "SOLVUSDT", "SOMIUSDT", "SONICUSDT", "SOONUSDT", "SOPHUSDT",
    "SPACEUSDT", "SPELLUSDT", "SPKUSDT", "SPORTFUNUSDT", "SPXUSDT",
    "SQDUSDT", "SSVUSDT", "STABLEUSDT", "STARUSDT", "STBLUSDT",
    "STEEMUSDT", "STGUSDT", "STORJUSDT", "STOUSDT", "STRKUSDT",
    "STXUSDT", "SUIUSDT", "SUNUSDT", "SUPERUSDT", "SUSDT",
    "SUSHIUSDT", "SWARMSUSDT", "SXTUSDT", "SYNUSDT", "SYRUPUSDT",
    "TACUSDT", "TAGUSDT", "TAIKOUSDT", "TAKEUSDT", "TAOUSDT",
    "TAUSDT", "THETAUSDT", "THEUSDT", "TIAUSDT", "TLMUSDT",
    "TNSRUSDT", "TOSHIUSDT", "TOWNSUSDT", "TRADOORUSDT", "TRBUSDT",
    "TREEUSDT", "TRIAUSDT", "TRUMPUSDT", "TRUSTUSDT", "TRUTHUSDT",
    "TRXUSDT", "TSTUSDT", "TURBOUSDT", "TURTLEUSDT", "TUSDT",
    "TUTUSDT", "TWTUSDT", "UAIUSDT", "UBUSDT", "UMAUSDT",
    "UNIUSDT", "USDCUSDT", "USELESSUSDT", "USTCUSDT", "USUALUSDT",
    "USUSDT", "VANAUSDT", "VANRYUSDT", "VELODROMEUSDT", "VELVETUSDT",
    "VETUSDT", "VICUSDT", "VIRTUALUSDT", "VTHOUSDT", "VVVUSDT",
    "WALUSDT", "WAVESUSDT", "WAXPUSDT", "WCTUSDT", "WETUSDT",
    "WIFUSDT", "WLDUSDT", "WLFIUSDT", "WOOUSDT", "WUSDT",
    "XAIUSDT", "XANUSDT", "XAUTUSDT", "XEMUSDT", "XLMUSDT",
    "XMRUSDT", "XNYUSDT", "XPINUSDT", "XPLUSDT", "XRPUSDT",
    "XTZUSDT", "XVGUSDT", "XVSUSDT", "YBUSDT", "YFIUSDT",
    "YGGUSDT", "ZAMAUSDT", "ZBTUSDT", "ZECUSDT", "ZENUSDT",
    "ZEREBROUSDT", "ZESTUSDT", "ZETAUSDT", "ZILUSDT", "ZKCUSDT",
    "ZKPUSDT", "ZKUSDT", "ZORAUSDT", "ZROUSDT", "ZRXUSDT",
    "币安人生USDT", "我踏马来了USDT", "龙虾USDT"
]

The dataset covers all TRADING USDT-M perpetual contracts on Binance Futures (currently 530 symbols).

Sources

• Data: data.binance.vision (Binance public market-data mirror)
• Updater: GitHub
• Processing: Automated daily incremental updates; monthly bulk zips + daily fallback; new data is merged with existing parquet files and de-duplicated by timestamp.

Bias, Risks, and Limitations

1. Exchange-specific bias: Data reflects Binance's order book only, not global markets.
2. Temporal gaps: Missing data during Binance outages, API failures, or delistings.
3. Market volatility: Cryptocurrency markets are highly volatile — models may be unstable.
4. Latency: Daily bulk dumps are published with a delay; intra-day data is not real-time.
5. Delisted symbols: Some historical contracts were delisted; their data stops at delisting date.

Citation

@misc{LinXueyuanStdio2025,
  title = {USDT-M Perpetual Futures (Binance)},
  author = {Xueyuan Lin},
  year = {2025},
  publisher = {Hugging Face},
  howpublished = {\url{https://huggingface.co/datasets/linxy/USDT-M_Perpetual_Futures}},
}

Author

• LinXueyuanStdio (GitHub: @LinXueyuanStdio)

Last updated on 2026-07-21 12:52:03 UTC