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Duplicate from tuankg1028/btc-candlestick-dataset
Browse filesCo-authored-by: Tuan <tuankg1028@users.noreply.huggingface.co>
- .gitattributes +59 -0
- README.md +61 -0
- data/test-00000-of-00001.parquet +3 -0
- data/train-00000-of-00002.parquet +3 -0
- data/train-00001-of-00002.parquet +3 -0
- data/validation-00000-of-00001.parquet +3 -0
.gitattributes
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README.md
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---
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license: mit
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task_categories:
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- image-to-text
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- text-classification
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language:
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- en
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tags:
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- finance
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- trading
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- candlestick
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- time-series
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size_categories:
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- 1K<n<10K
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---
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# Candlestick Chart Dataset - BTCUSDT
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## Dataset Description
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This dataset contains candlestick chart images paired with textual descriptions and trading labels for the BTCUSDT trading pair.
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### Dataset Summary
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- **Symbol**: BTCUSDT
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- **Interval**: 1h
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- **Window Size**: 30 candles per chart
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- **Total Records**: 13081
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- **Image Format**: PNG (candlestick charts with volume)
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- **Text Format**: Structured candle data description
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- **Labels**: Trading signal classification
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### Dataset Structure
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Each record contains:
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- `image`: Candlestick chart image (PNG)
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- `text`: Textual description of the last candle
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- `label`: Trading signal/classification
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- `next_close`: Next closing price for validation
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- `image_path`: Original image filename
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### Usage
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```python
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from datasets import load_dataset
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dataset = load_dataset("tuankg1028/btc-candlestick-dataset")
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```
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### Citation
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If you use this dataset, please cite:
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```
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@dataset{candlestick_dataset_btcusdt,
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title={Candlestick Chart Dataset - BTCUSDT},
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author={CandleFusion},
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year={2024},
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url={https://huggingface.co/datasets/tuankg1028/btc-candlestick-dataset}
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}
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```
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data/test-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:b9d861fb48a049facc539d99d1a22f2ae6ba3041bda8479fa08f60995539e4e2
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size 149942442
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data/train-00000-of-00002.parquet
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version https://git-lfs.github.com/spec/v1
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size 269489594
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data/train-00001-of-00002.parquet
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version https://git-lfs.github.com/spec/v1
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size 269737989
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data/validation-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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size 59952030
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