datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
eth-usdt-1h-candles
ETH-USDT 1-Hour Candles
Full-history 1-Hour-resolution OHLCV candlestick data for the ETH-USDT
trading pair (Ethereum), from 2017-08-17T04:00:00Z to 2026-08-13T23:00:00Z (78,685 candles, UTC).
Covers the pair's entire listed history from first traded candle to the most
recent completed daily session.
Columns
Column
Type
Description
timestamp
int64
Candle open time, Unix epoch milliseconds (UTC)
open
float
Open price
high
float
High price
low
float… See the full description on the dataset page: https://huggingface.co/datasets/humblefool06/eth-usdt-1h-candles.btc-usdt-1h-candles
BTC-USDT 1-Hour Candles
Full-history 1-Hour-resolution OHLCV candlestick data for the BTC-USDT
trading pair (Bitcoin), from 2017-08-17T04:00:00Z to 2026-08-13T23:00:00Z (78,685 candles, UTC).
Covers the pair's entire listed history from first traded candle to the most
recent completed daily session.
Columns
Column
Type
Description
timestamp
int64
Candle open time, Unix epoch milliseconds (UTC)
open
float
Open price
high
float
High price
low
float… See the full description on the dataset page: https://huggingface.co/datasets/humblefool06/btc-usdt-1h-candles.btc-usdt-4h-candles
BTC-USDT 4-Hour Candles
Full-history 4-Hour-resolution OHLCV candlestick data for the BTC-USDT
trading pair (Bitcoin), from 2017-08-17T04:00:00Z to 2026-08-13T20:00:00Z (19,686 candles, UTC).
Covers the pair's entire listed history from first traded candle to the most
recent completed daily session.
Columns
Column
Type
Description
timestamp
int64
Candle open time, Unix epoch milliseconds (UTC)
open
float
Open price
high
float
High price
low
float… See the full description on the dataset page: https://huggingface.co/datasets/humblefool06/btc-usdt-4h-candles.xrp-usdt-1h-candles
XRP-USDT 1-Hour Candles
Full-history 1-Hour-resolution OHLCV candlestick data for the XRP-USDT
trading pair (XRP), from 2018-05-04T08:00:00Z to 2026-08-13T23:00:00Z (72,481 candles, UTC).
Covers the pair's entire listed history from first traded candle to the most
recent completed daily session.
Columns
Column
Type
Description
timestamp
int64
Candle open time, Unix epoch milliseconds (UTC)
open
float
Open price
high
float
High price
low
float
Low… See the full description on the dataset page: https://huggingface.co/datasets/humblefool06/xrp-usdt-1h-candles.eth-usdt-1m-candles
ETH-USDT 1-Minute Candles
Full-history minute-resolution OHLCV candlestick data for the ETH-USDT
trading pair (Ethereum), from 2017-08-17T04:00:00Z to 2026-08-13T23:59:00Z (4,720,158 candles, UTC).
Covers the pair's entire listed history from first traded minute to the most
recent completed daily session.
Columns
Column
Type
Description
timestamp
int64
Candle open time, Unix epoch milliseconds (UTC)
open
float
Open price
high
float
High price
low… See the full description on the dataset page: https://huggingface.co/datasets/humblefool06/eth-usdt-1m-candles.sol-usdt-1h-candles
SOL-USDT 1-Hour Candles
Full-history 1-Hour-resolution OHLCV candlestick data for the SOL-USDT
trading pair (Solana), from 2020-08-11T06:00:00Z to 2026-08-13T23:00:00Z (52,631 candles, UTC).
Covers the pair's entire listed history from first traded candle to the most
recent completed daily session.
Columns
Column
Type
Description
timestamp
int64
Candle open time, Unix epoch milliseconds (UTC)
open
float
Open price
high
float
High price
low
float… See the full description on the dataset page: https://huggingface.co/datasets/humblefool06/sol-usdt-1h-candles.xrp-usdt-1m-candles
XRP-USDT 1-Minute Candles
Full-history minute-resolution OHLCV candlestick data for the XRP-USDT
trading pair (XRP), from 2018-05-04T08:11:00Z to 2026-08-13T23:59:00Z (4,348,188 candles, UTC).
Covers the pair's entire listed history from first traded minute to the most
recent completed daily session.
Columns
Column
Type
Description
timestamp
int64
Candle open time, Unix epoch milliseconds (UTC)
open
float
Open price
high
float
High price
low
float… See the full description on the dataset page: https://huggingface.co/datasets/humblefool06/xrp-usdt-1m-candles.sol-usdt-4h-candles
SOL-USDT 4-Hour Candles
Full-history 4-Hour-resolution OHLCV candlestick data for the SOL-USDT
trading pair (Solana), from 2020-08-11T04:00:00Z to 2026-08-13T20:00:00Z (13,163 candles, UTC).
Covers the pair's entire listed history from first traded candle to the most
recent completed daily session.
Columns
Column
Type
Description
timestamp
int64
Candle open time, Unix epoch milliseconds (UTC)
open
float
Open price
high
float
High price
low
float… See the full description on the dataset page: https://huggingface.co/datasets/humblefool06/sol-usdt-4h-candles.xrp-usdt-4h-candles
XRP-USDT 4-Hour Candles
Full-history 4-Hour-resolution OHLCV candlestick data for the XRP-USDT
trading pair (XRP), from 2018-05-04T08:00:00Z to 2026-08-13T20:00:00Z (18,133 candles, UTC).
Covers the pair's entire listed history from first traded candle to the most
recent completed daily session.
Columns
Column
Type
Description
timestamp
int64
Candle open time, Unix epoch milliseconds (UTC)
open
float
Open price
high
float
High price
low
float
Low… See the full description on the dataset page: https://huggingface.co/datasets/humblefool06/xrp-usdt-4h-candles.eth-usdt-4h-candles
ETH-USDT 4-Hour Candles
Full-history 4-Hour-resolution OHLCV candlestick data for the ETH-USDT
trading pair (Ethereum), from 2017-08-17T04:00:00Z to 2026-08-13T20:00:00Z (19,686 candles, UTC).
Covers the pair's entire listed history from first traded candle to the most
recent completed daily session.
Columns
Column
Type
Description
timestamp
int64
Candle open time, Unix epoch milliseconds (UTC)
open
float
Open price
high
float
High price
low
float… See the full description on the dataset page: https://huggingface.co/datasets/humblefool06/eth-usdt-4h-candles.bnb-usdt-1h-candles
BNB-USDT 1-Hour Candles
Full-history 1-Hour-resolution OHLCV candlestick data for the BNB-USDT
trading pair (BNB), from 2017-11-06T03:00:00Z to 2026-08-13T23:00:00Z (76,749 candles, UTC).
Covers the pair's entire listed history from first traded candle to the most
recent completed daily session.
Columns
Column
Type
Description
timestamp
int64
Candle open time, Unix epoch milliseconds (UTC)
open
float
Open price
high
float
High price
low
float
Low… See the full description on the dataset page: https://huggingface.co/datasets/humblefool06/bnb-usdt-1h-candles.SOL_USDT_1m_candles
SOL-USDT 1-Minute Candles
Minute-resolution OHLCV candlestick data for the SOL-USDT trading pair, from
2026-01-01T00:00:00Z to 2026-07-20T23:59:00Z (289,334 candles, UTC).
Columns
Column
Type
Description
timestamp
int64
Candle open time, Unix epoch milliseconds (UTC)
open
float
Open price
high
float
High price
low
float
Low price
close
float
Close price
volume
float
Base asset volume (SOL)
Each row is one 1-minute candle. Prices are… See the full description on the dataset page: https://huggingface.co/datasets/humblefool06/SOL_USDT_1m_candles.BTC_USDT_1m_candles
BTC-USDT 1-Minute Candles
Minute-resolution OHLCV candlestick data for the BTC-USDT trading pair, from
2024-01-01T00:00:00Z to 2025-01-14T23:59:00Z (546,000 candles, UTC).
Columns
Column
Type
Description
timestamp
int64
Candle open time, Unix epoch milliseconds (UTC)
open
float
Open price
high
float
High price
low
float
Low price
close
float
Close price
volume
float
Base asset volume (BTC)
Each row is one 1-minute candle. Prices are… See the full description on the dataset page: https://huggingface.co/datasets/humblefool06/BTC_USDT_1m_candles.sol-usdt-1m-candles
SOL-USDT 1-Minute Candles
Full-history minute-resolution OHLCV candlestick data for the SOL-USDT
trading pair (Solana), from 2020-08-11T06:00:00Z to 2026-08-13T23:59:00Z (3,157,575 candles, UTC).
Covers the pair's entire listed history from first traded minute to the most
recent completed daily session.
Columns
Column
Type
Description
timestamp
int64
Candle open time, Unix epoch milliseconds (UTC)
open
float
Open price
high
float
High price
low… See the full description on the dataset page: https://huggingface.co/datasets/humblefool06/sol-usdt-1m-candles.btc-usdt-1m-candles
BTC-USDT 1-Minute Candles
Full-history minute-resolution OHLCV candlestick data for the BTC-USDT
trading pair (Bitcoin), from 2017-08-17T04:00:00Z to 2026-08-13T23:59:00Z (4,720,159 candles, UTC).
Covers the pair's entire listed history from first traded minute to the most
recent completed daily session.
Columns
Column
Type
Description
timestamp
int64
Candle open time, Unix epoch milliseconds (UTC)
open
float
Open price
high
float
High price
low… See the full description on the dataset page: https://huggingface.co/datasets/humblefool06/btc-usdt-1m-candles.btcusdt_feb_2026_candles_news_forecast
BTCUSDT Multi-Timeframe GARCH Volatility Dataset
Symbol: BTCUSDTPeriod: February 2026 (backtest simulation)Records: ~40 320 (1-minute resolution)Source tool: backtest-kit + garch
Dataset Description
Each row is a 1-minute snapshot of GARCH-predicted volatility (sigma) for BTCUSDT across 8 timeframes, computed during a backtest run. The reliable flag indicates whether the model had enough historical candles to produce a statistically stable estimate.
Data Format… See the full description on the dataset page: https://huggingface.co/datasets/tripolskypetr/btcusdt_feb_2026_candles_news_forecast.btc-usdt-12h-candles
BTC-USDT 12-Hour Candles
Full-history 12-Hour-resolution OHLCV candlestick data for the BTC-USDT
trading pair (Bitcoin), from 2017-08-17T00:00:00Z to 2026-08-13T12:00:00Z (6,567 candles, UTC).
Covers the pair's entire listed history from first traded candle to the most
recent completed daily session.
Columns
Column
Type
Description
timestamp
int64
Candle open time, Unix epoch milliseconds (UTC)
open
float
Open price
high
float
High price
low
float… See the full description on the dataset page: https://huggingface.co/datasets/humblefool06/btc-usdt-12h-candles.bnb-usdt-12h-candles
BNB-USDT 12-Hour Candles
Full-history 12-Hour-resolution OHLCV candlestick data for the BNB-USDT
trading pair (BNB), from 2017-11-06T00:00:00Z to 2026-08-13T12:00:00Z (6,405 candles, UTC).
Covers the pair's entire listed history from first traded candle to the most
recent completed daily session.
Columns
Column
Type
Description
timestamp
int64
Candle open time, Unix epoch milliseconds (UTC)
open
float
Open price
high
float
High price
low
float
Low… See the full description on the dataset page: https://huggingface.co/datasets/humblefool06/bnb-usdt-12h-candles.xrp-usdt-12h-candles
XRP-USDT 12-Hour Candles
Full-history 12-Hour-resolution OHLCV candlestick data for the XRP-USDT
trading pair (XRP), from 2018-05-04T00:00:00Z to 2026-08-13T12:00:00Z (6,048 candles, UTC).
Covers the pair's entire listed history from first traded candle to the most
recent completed daily session.
Columns
Column
Type
Description
timestamp
int64
Candle open time, Unix epoch milliseconds (UTC)
open
float
Open price
high
float
High price
low
float
Low… See the full description on the dataset page: https://huggingface.co/datasets/humblefool06/xrp-usdt-12h-candles.btc-usdt-2h-candles
BTC-USDT 2-Hour Candles
Full-history 2-Hour-resolution OHLCV candlestick data for the BTC-USDT
trading pair (Bitcoin), from 2017-08-17T04:00:00Z to 2026-08-13T22:00:00Z (39,354 candles, UTC).
Covers the pair's entire listed history from first traded candle to the most
recent completed daily session.
Columns
Column
Type
Description
timestamp
int64
Candle open time, Unix epoch milliseconds (UTC)
open
float
Open price
high
float
High price
low
float… See the full description on the dataset page: https://huggingface.co/datasets/humblefool06/btc-usdt-2h-candles.sol-usdt-2h-candles
SOL-USDT 2-Hour Candles
Full-history 2-Hour-resolution OHLCV candlestick data for the SOL-USDT
trading pair (Solana), from 2020-08-11T06:00:00Z to 2026-08-13T22:00:00Z (26,320 candles, UTC).
Covers the pair's entire listed history from first traded candle to the most
recent completed daily session.
Columns
Column
Type
Description
timestamp
int64
Candle open time, Unix epoch milliseconds (UTC)
open
float
Open price
high
float
High price
low
float… See the full description on the dataset page: https://huggingface.co/datasets/humblefool06/sol-usdt-2h-candles.eth-usdt-12h-candles
ETH-USDT 12-Hour Candles
Full-history 12-Hour-resolution OHLCV candlestick data for the ETH-USDT
trading pair (Ethereum), from 2017-08-17T00:00:00Z to 2026-08-13T12:00:00Z (6,567 candles, UTC).
Covers the pair's entire listed history from first traded candle to the most
recent completed daily session.
Columns
Column
Type
Description
timestamp
int64
Candle open time, Unix epoch milliseconds (UTC)
open
float
Open price
high
float
High price
low… See the full description on the dataset page: https://huggingface.co/datasets/humblefool06/eth-usdt-12h-candles.bnb-usdt-4h-candles
BNB-USDT 4-Hour Candles
Full-history 4-Hour-resolution OHLCV candlestick data for the BNB-USDT
trading pair (BNB), from 2017-11-06T00:00:00Z to 2026-08-13T20:00:00Z (19,202 candles, UTC).
Covers the pair's entire listed history from first traded candle to the most
recent completed daily session.
Columns
Column
Type
Description
timestamp
int64
Candle open time, Unix epoch milliseconds (UTC)
open
float
Open price
high
float
High price
low
float
Low… See the full description on the dataset page: https://huggingface.co/datasets/humblefool06/bnb-usdt-4h-candles.bnb-usdt-1m-candles
BNB-USDT 1-Minute Candles
Full-history minute-resolution OHLCV candlestick data for the BNB-USDT
trading pair (BNB), from 2017-11-06T03:54:00Z to 2026-08-13T23:59:00Z (4,603,944 candles, UTC).
Covers the pair's entire listed history from first traded minute to the most
recent completed daily session.
Columns
Column
Type
Description
timestamp
int64
Candle open time, Unix epoch milliseconds (UTC)
open
float
Open price
high
float
High price
low
float… See the full description on the dataset page: https://huggingface.co/datasets/humblefool06/bnb-usdt-1m-candles.sol-usdt-12h-candles
SOL-USDT 12-Hour Candles
Full-history 12-Hour-resolution OHLCV candlestick data for the SOL-USDT
trading pair (Solana), from 2020-08-11T00:00:00Z to 2026-08-13T12:00:00Z (4,388 candles, UTC).
Covers the pair's entire listed history from first traded candle to the most
recent completed daily session.
Columns
Column
Type
Description
timestamp
int64
Candle open time, Unix epoch milliseconds (UTC)
open
float
Open price
high
float
High price
low
float… See the full description on the dataset page: https://huggingface.co/datasets/humblefool06/sol-usdt-12h-candles.uzse-hmkb-candles
UZSE HMKB Historical Market Data
MongoDB dumps of trade results and OHLCV candles for Hamkorbank (HMKB) — Uzbekistan Stock Exchange (UZSE), ticker UZ7011340005.
Files
File
Size
Description
backtest.trade-results.json
~48 MB
Raw tick-level trades from UZSE
backtest.candle-items.json
~2.3 GB
OHLCV candles, 11 timeframes
Coverage
Symbol: HMKB (UZ7011340005)
Period: 2018-02-08 — 2026-04-20
Source: uzse.uz/trade_results
Schema:… See the full description on the dataset page: https://huggingface.co/datasets/tripolskypetr/uzse-hmkb-candles.eth-usdt-2h-candles
ETH-USDT 2-Hour Candles
Full-history 2-Hour-resolution OHLCV candlestick data for the ETH-USDT
trading pair (Ethereum), from 2017-08-17T04:00:00Z to 2026-08-13T22:00:00Z (39,354 candles, UTC).
Covers the pair's entire listed history from first traded candle to the most
recent completed daily session.
Columns
Column
Type
Description
timestamp
int64
Candle open time, Unix epoch milliseconds (UTC)
open
float
Open price
high
float
High price
low
float… See the full description on the dataset page: https://huggingface.co/datasets/humblefool06/eth-usdt-2h-candles.xrp-usdt-2h-candles
XRP-USDT 2-Hour Candles
Full-history 2-Hour-resolution OHLCV candlestick data for the XRP-USDT
trading pair (XRP), from 2018-05-04T08:00:00Z to 2026-08-13T22:00:00Z (36,250 candles, UTC).
Covers the pair's entire listed history from first traded candle to the most
recent completed daily session.
Columns
Column
Type
Description
timestamp
int64
Candle open time, Unix epoch milliseconds (UTC)
open
float
Open price
high
float
High price
low
float
Low… See the full description on the dataset page: https://huggingface.co/datasets/humblefool06/xrp-usdt-2h-candles.bnb-usdt-2h-candles
BNB-USDT 2-Hour Candles
Full-history 2-Hour-resolution OHLCV candlestick data for the BNB-USDT
trading pair (BNB), from 2017-11-06T02:00:00Z to 2026-08-13T22:00:00Z (38,386 candles, UTC).
Covers the pair's entire listed history from first traded candle to the most
recent completed daily session.
Columns
Column
Type
Description
timestamp
int64
Candle open time, Unix epoch milliseconds (UTC)
open
float
Open price
high
float
High price
low
float
Low… See the full description on the dataset page: https://huggingface.co/datasets/humblefool06/bnb-usdt-2h-candles.
