Downloads

Sample data & documentation

Free full-day, tick-by-tick samples across major venues — one complete, settled trading day per instrument (about a week back), in the exact same format every file in the Data Shop ships in.

Samples

Sample day

07-01

AI toolkit

Agent Skill: CryptoStruct market data

Teach Claude Code, Cursor or any Agent-Skills-compatible assistant to work with our data: exact message formats, units and pitfalls, a validated streaming parser for the multi-GB tick files, and a minute-API client. No skill support in your tool? The format reference and reader script below work standalone.

unzip cryptostruct-market-data.zip -d ~/.claude/skills/

Download skill (zip) · 39.1 KBFormat reference Reader script (Python)MCP server

Documentation

Market Data Specification

Field reference for every message type — the structure behind every sample.

Open specification (PDF)

Type

Day

Binance USDT-M

BTCUSDT-PERP

id 67824

PERP

2026-07-01

1.61 GB

Bybit

BTCUSDT-PERP

id 2449

PERP

2026-07-01

349 MB

Coinbase

LTC-USD

id 15084

SPOT

2026-07-01

83.4 MB

Bitget

ADAUSDT-PERP

id 370911

PERP

2026-07-01

60.3 MB

Okx

SOL-USD

id 242985

SPOT

2026-07-01

57.2 MB

BitMEX

XRPUSDT-PERP

id 1210

PERP

2026-07-01

48.2 MB

Okx

DOGE-USD

id 243035

SPOT

2026-07-01

40.6 MB

Kraken Spot

BNBUSDT

id 1524749

SPOT

2026-07-01

16.4 MB

Binance Spot

BTCUSD

id 1859971

SPOT

2026-07-01

7.31 MB

Binance Spot

ETHUSD

id 2431025

SPOT

2026-07-01

5.65 MB

Each sample is one complete trading day, about a week old · IDs match the Data Shop and analytics

Full archive

Every venue, every day

Need more than samples? Browse the complete tick-by-tick archive by instrument — invoice on checkout.

Venues

22.2M+

Files

Browse the Data Shop

Good to know

Compression

Files are compressed with zstd — decompress with zstd -d <file> or any libzstd tooling.

Timestamps

Timestamps are taken from the exchange (if available) and recorded locally in the exchange’s specific colocation as soon as the event arrives.

Instrument IDs

Unique instrument IDs remain constant throughout an instrument’s existence within the CryptoStruct system — the same IDs you see in the Data Shop and the analytics.

Note

Prefer 1-minute statistics over raw ticks? A rolling 24h CSV is free on every instrument’s analyze page, and any recorded day is €0.50 as a 1-minute stats CSV in the shop — 22 columns of OHLCV, VWAP, trades, spread and book depth, no parsing required.

Trouble accessing or analyzing the files? Write to support@cryptostruct.com.