README.md

metadata

license: mit
task_categories:
  - time-series-forecasting
language:
  - en
tags:
  - crypto
  - cryptocurrency
  - finance
  - ohlcv
  - klines
  - gateio
  - trading
pretty_name: Gate.io USDT OHLCV Klines
size_categories:
  - 1B<n<10B

Gate.io USDT OHLCV Klines

Historical OHLCV candlestick (kline) data for Gate.io USDT-quoted markets, stored as zstd-compressed Parquet.

Coverage

Exchange	Gate.io
Markets	spot (primary) · futures (USDT perpetuals — limited history, see Notes)
Timeframes	5m · 15m · 1h · 4h · 1d (all pairs) — plus 1m for a ~1.3k-pair subset
Pairs	~3,300 spot USDT pairs
History	spot back to 2013 for the oldest listings
As of	static snapshot (~2025-05); periodic refresh planned
Source	seeded from the DigiTuccar HistoricalDataForTradeBacktest snapshot

File layout

{market}/{timeframe}/{PAIR}.parquet

Examples: spot/1d/BTC_USDT.parquet, spot/5m/ETH_USDT.parquet

Each Parquet holds one pair × one timeframe. Columns:

column	type	description
date	datetime (UTC)	candle open time
open	float	open price
high	float	high price
low	float	low price
close	float	close price
volume	float	base-asset volume

Usage

Single file:

from huggingface_hub import hf_hub_download
import pandas as pd

path = hf_hub_download("rogerdehe/klines-gateio",
                       "spot/1d/BTC_USDT.parquet", repo_type="dataset")
df = pd.read_parquet(path)

A subset (or all) of the dataset:

from huggingface_hub import snapshot_download
snapshot_download("rogerdehe/klines-gateio", repo_type="dataset",
                  allow_patterns=["spot/1d/*"])   # e.g. just daily spot

Notes

• Futures history is limited: Gate.io's API only served ~180 days back at snapshot time, so futures/ is thin relative to spot/. Use spot for deep history.
• 1m is available only for a subset of pairs (~1.3k); other timeframes cover all pairs.
• The HF dataset viewer is disabled (custom per-pair layout); load files directly as shown above.
• Timestamps are UTC. Data is provided as-is for research purposes, with no warranty of accuracy or completeness.