---
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.