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sogosonnet/Crypto-Chart-Dataset

Crypto-Chart-Dataset Candlestick chart image dataset for cryptocurrency price prediction research. Overview Item Value Tickers 15 (BTC, ETH, BNB, XRP, ADA, DOGE, LTC, LINK, XLM, TRX, ETC, XMR, NEO, EOS, IOTA) Total Images 29,080 Period 2015 – 2025 Image Size ~480×480 px (4×4 inch, 120 dpi) Labels 6-class forward return (±3%/±5%/±7%, adjusted for crypto volatility) Download Download crypto_images.zip from the Files tab and… See the full description on the dataset page: https://huggingface.co/datasets/sogosonnet/Crypto-Chart-Dataset.

sourceHugging Facecc-by-4.0updated 6mo agoView on Hugging Face
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Dataset Card

Crypto-Chart-Dataset

Candlestick chart image dataset for cryptocurrency price prediction research.

Overview

ItemValue
Tickers15 (BTC, ETH, BNB, XRP, ADA, DOGE, LTC, LINK, XLM, TRX, ETC, XMR, NEO, EOS, IOTA)
Total Images29,080
Period2015 – 2025
Image Size~480×480 px (4×4 inch, 120 dpi)
Labels6-class forward return (±3%/±5%/±7%, adjusted for crypto volatility)

Download

Download crypto_images.zip from the Files tab and extract:

bash
unzip crypto_images.zip

Chart Specification

Same as SP500-Chart-Dataset:

  • —OHLCV candlestick (Charles style) + Volume bars
  • —MA5 (blue dotted), MA60 (red dashed), MA120 (green solid)
  • —Bollinger Bands (grey shaded area, α=0.15)
  • —Percentage-normalized prices (scale-invariant across tickers)

Label Definition

Thresholds adjusted for higher crypto volatility:

LabelReturn Range
down_7plusr < −7%
down_5_7−7% ≤ r < −5%
down_3_5−5% ≤ r < −3%
up_3_53% < r ≤ 5%
up_5_75% < r ≤ 7%
up_7plusr > 7%
Returns in [−3%, +3%] are excluded as ambiguous.

Citation

bibtex
@misc{sp500chart2025,
  title={SP500-Chart-Dataset},
  author={Ahn, Jaehyun},
  year={2025},
  howpublished={\url{https://github.com/JaehyunAhn/SP500-Chart-Dataset}},
  note={Yonsei University}
}

License

CC BY 4.0