User dashboard

Python integration

Install the SDK, copy a working orderbook example, and inspect the returned DataFrame schema.

Python docs Download data

Install the SDK

One command. Every helper returns a pandas DataFrame, and works without a key on the free tier.

Full Python SDK docs Ask ChatGPT

pip install cryptohftdata

Requires Python 3.8 or newer.

Then

Build a download script

Pick what you want. The Python below updates as you go, with your API key already in it.

Checking your key…

Exchange

Symbols

Data type

Every executed trade, with taker side.

Date rangeUTC, inclusive of both ends

Pick at least one symbol to generate a runnable snippet.

Run this

Runs on the free tier without a key

download_data.py

1import cryptohftdata as chd
2
3# Without a key this uses the free tier: 60 requests per minute per IP.
4# chd.configure_client(api_key="...")
5
6trades = chd.get_trades(
7    symbol="BTCUSDT",
8    exchange=chd.exchanges.BINANCE_FUTURES,
9    start_date="2026-08-18",
10    end_date="2026-08-18",
11)
12
13print(f"{len(trades):,} rows")
14print(trades.head())

Example Response

Pandas DataFrame

What the orderbook helper returns. Hover any column or value for what it means.

event_time	received_time	symbol	event_type	side	price	quantity	transaction_time	first_update_id	final_update_id	prev_final_update_id	last_update_id
1754078400000	1754078400123456789	BTCUSDT	snapshot	bid	114245.67000000	1.24500000	<NA>	<NA>	<NA>	<NA>	67310239112
1754078400123	1754078400128123456	BTCUSDT	update	ask	114246.10000000	0.38400000	1754078400122	67310239113	67310239116	67310239112	<NA>
1754078400250	1754078400257123456	BTCUSDT	update	bid	114245.50000000	0.00000000	1754078400249	67310239117	67310239120	67310239116	<NA>
...	...	...	...	...	...	...	...	...	...	...	...