bitFlyer
bitFlyer historical market data details - available instruments, data coverage and data collection specifics
bitFlyer historical data for all its instruments is available since 2019-08-30.
Real-time market data provided by bitFlyer exchange isn't always the most reliable and clean, especially during market volatility periods (crossed order books, delayed trade data).
Downloadable CSV files
Historical CSV datasets for the first day of each month are available to download without API key. See downloadable CSV files documentation.
API Access and data format
Historical data format is the same as provided by real-time bitFlyer lightning JSON-RPC 2.0 over WebSocket API with addition of local timestamps. If you'd like to work with normalized data format instead (same format for each exchange) see downloadable CSV files or official client libs that can perform data normalization client-side.
See Python client docs.
See Node.js client docs.
See HTTP API docs.
Tardis-machine is a locally runnable server that exposes API allowing efficiently requesting historical market data for whole time periods in contrast to HTTP API that provides data only in minute by minute slices.
See tardis-machine docs.
Captured real-time channels
lightning_executions Trade executions stream
lightning_board_snapshot — generated Generated initial order book snapshot stream used for order book bootstrap
lightning_board Order book snapshots and updates stream
lightning_ticker Best bid/ask, last price and 24h stats stream. Docs state delivery frequency is throttled but do not specify interval.
Market data collection details
Market data collection infrastructure for bitFlyer is located in GCP asia-northeast1 region (Tokyo, Japan) since 2020-05-28. Before that it was located in GCP europe-west2 region (London, UK).
Real-time market data is captured via single WebSocket connection to wss://ws.lightstream.bitflyer.com/json-rpc.
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