| --- |
| 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: |
| ```python |
| 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: |
| ```python |
| 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. |
|
|
