sellestas/btc-candlestick-dataset

---
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

```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}
}
```