| | ---
|
| | license: mit
|
| | task_categories:
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| | - tabular-classification
|
| | - time-series-forecasting
|
| | tags:
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| | - finance
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| | - trading
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| | - bitcoin
|
| | - cryptocurrency
|
| | - technical-analysis
|
| | language:
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| | - en
|
| | size_categories:
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| | - 1K<n<10K
|
| | ---
|
| |
|
| | # 📊 Multi-Model Trading Data
|
| |
|
| | Bitcoin (BTC-USD) historical price data with technical indicators for ML/DL trading models.
|
| |
|
| | ## 📁 Dataset Files
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| |
|
| | | File | Description | Rows | Columns |
|
| | | :--- | :--- | :--- | :--- |
|
| | | `btc_usd_historical.csv` | Raw OHLCV data | ~3,653 | 5 |
|
| | | `btc_usd_features.csv` | Processed with indicators | ~3,603 | 17 |
|
| |
|
| | ## 📅 Date Range
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| | - **Start:** 2015-01-01
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| | - **End:** 2025-01-01
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| | - **Frequency:** Daily
|
| |
|
| | ## 📈 Features in `btc_usd_features.csv`
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| |
|
| | ### Raw OHLCV
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| | - `open`, `high`, `low`, `close`, `volume`
|
| |
|
| | ### Technical Indicators
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| | | Feature | Description |
|
| | | :--- | :--- |
|
| | | `rsi` | Relative Strength Index (14-period) |
|
| | | `macd` | MACD Line |
|
| | | `macd_signal` | MACD Signal Line |
|
| | | `bb_width` | Bollinger Band Width |
|
| | | `atr` | Average True Range |
|
| | | `dist_sma50` | Distance from 50-day SMA |
|
| | | `obv_pct` | On-Balance Volume % Change |
|
| | | `adx` | Average Directional Index |
|
| | | `stoch_rsi_k` | Stochastic RSI %K |
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| | | `stoch_rsi_d` | Stochastic RSI %D |
|
| |
|
| | ### Target Variables
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| | - `return` — Next-day return (%)
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| | - `target` — Binary label (1 = price up, 0 = price down)
|
| |
|
| | ## 🚀 Usage
|
| |
|
| | ```python
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| | from datasets import load_dataset
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| |
|
| | # Load dataset
|
| | dataset = load_dataset("AdityaaXD/Multi-Model-Trading-Data")
|
| |
|
| | # Or with pandas
|
| | import pandas as pd
|
| | df = pd.read_csv("hf://datasets/AdityaaXD/Multi-Model-Trading-Data/btc_usd_features.csv")
|
| | ```
|
| |
|
| | ## 🔗 Related
|
| |
|
| | - **Models:** [AdityaaXD/Multi-Model-AI-Trading-Bot](https://huggingface.co/AdityaaXD/Multi-Model-AI-Trading-Bot)
|
| |
|
| | ## ⚠️ Disclaimer
|
| |
|
| | This dataset is for **educational and research purposes only**. Not financial advice.
|
| |
|
| | ## 📝 Source
|
| |
|
| | Data fetched from Yahoo Finance using `yfinance` library.
|
| |
|
