Binance
Spot • USDⓈ-M futures
Download Binance historical tick trades, L2 order books, liquidations, open interest, and funding data in hourly Parquet files.
Spot and USDⓈ-M derivatives are stored under separate exchange identifiersL2 snapshots and incremental price-level updates support ordered book replayTrade, liquidation, open-interest, and funding datasets link from this hub
Bybit
Spot • Linear derivatives
Download Bybit historical tick trades, L2 order books, liquidations, open interest, and funding data for spot and derivatives markets.
Separate spot and derivatives identifiers prevent accidental market mixingHourly Parquet/Zstd files are ready for local replay and columnar analysisDataset pages document exact schemas, examples, and history start dates
Hyperliquid
Spot • Perpetuals
Download Hyperliquid historical L2 order books, tick trades, open interest, and funding data for spot and perpetual markets.
Spot and perpetual market data are available under distinct identifiersFull L2 book images support depth and liquidity researchPerpetual asset context supplies open-interest and funding observations
Download Aster historical perpetual order books, tick trades, liquidations, and funding or mark-price data in hourly Parquet files.
Perpetual order book snapshots and updates are packaged for replayTick trades and public liquidation events use normalized fieldsFunding and mark-price observations are available in one dataset family
Download Bitget historical tick trades, L2 order books, liquidations, open interest, and funding data for spot and futures markets.
Full-depth order book streams start with a snapshot and continue as updatesSpot and futures events are normalized without collapsing market identityTrade and derivatives datasets are stored as hourly Parquet/Zstd files
OKX
Spot • Perpetual swaps
Download OKX historical tick trades, L2 order books, liquidations, open interest, and funding data for spot and perpetual swaps.
Spot and perpetual-swap archives use separate exchange identifiersTick trades and L2 depth are available alongside derivatives contextFunding, mark price, open interest, and liquidations link from one hub
Download Kraken historical tick trades, L2 order books, liquidations, open interest, and funding data for spot and futures markets.
Spot and Kraken Futures data remain separate archive identifiersOrder book and individual trade feeds support microstructure researchFutures-only liquidation, open-interest, and funding datasets are labeled clearly
BitMEX
Perpetuals & futures
Download BitMEX historical L2 order books, tick trades, liquidations, open interest, and funding data for derivatives research.
L2 order book events retain the information needed for price-level replayTrades, liquidations, open interest, and funding support joined studiesHourly files fit local Python, Polars, DuckDB, and Parquet workflows
Download Lighter historical perpetual order books, tick trades, open interest, and funding data in normalized hourly Parquet files.
L2 book updates, tick trades, and market statistics share an hourly layoutOpen-interest and funding datasets provide perpetual-market contextNormalized files preserve the Lighter market identity for cross-venue joins
