Datasetpublic

sellestas/btc-candlestick-dataset

Candlestick Chart Dataset - BTCUSDT Dataset Description This dataset contains candlestick chart images paired with textual descriptions and trading labels for the BTCUSDT trading pair. Dataset Summary Symbol: BTCUSDT Interval: 1h Window Size: 30 candles per chart Total Records: 13081 Image Format: PNG (candlestick charts with volume) Text Format: Structured candle data description Labels: Trading signal classification Dataset Structure… See the full description on the dataset page: https://huggingface.co/datasets/sellestas/btc-candlestick-dataset.

sourceHugging Facemitupdated 7mo agoView on Hugging Face

0likes20downloads

Dataset Card

Candlestick Chart Dataset - BTCUSDT

Dataset Description

This dataset contains candlestick chart images paired with textual descriptions and trading labels for the BTCUSDT trading pair.

Dataset Summary

—Symbol: BTCUSDT
—Interval: 1h
—Window Size: 30 candles per chart
—Total Records: 13081
—Image Format: PNG (candlestick charts with volume)
—Text Format: Structured candle data description
—Labels: Trading signal classification

Dataset Structure

Each record contains:

—image: Candlestick chart image (PNG)
—text: Textual description of the last candle
—label: Trading signal/classification
—next_close: Next closing price for validation
—image_path: Original image filename

Usage

python

from datasets import load_dataset

dataset = load_dataset("tuankg1028/btc-candlestick-dataset")

Citation

If you use this dataset, please cite:

@dataset{candlestick_dataset_btcusdt,
  title={Candlestick Chart Dataset - BTCUSDT},
  author={CandleFusion},
  year={2024},
  url={https://huggingface.co/datasets/tuankg1028/btc-candlestick-dataset}
}