README.md

metadata

license: mit
task_categories:
  - image-to-text
  - text-classification
language:
  - en
tags:
  - finance
  - trading
  - candlestick
  - time-series
size_categories:
  - 1K<n<10K

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

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}
}