Datasets:
| 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} | |
| } | |
| ``` | |