| ---
|
| license: mit
|
| task_categories:
|
| - tabular-classification
|
| - time-series-forecasting
|
| tags:
|
| - finance
|
| - trading
|
| - bitcoin
|
| - cryptocurrency
|
| - technical-analysis
|
| language:
|
| - en
|
| size_categories:
|
| - 1K<n<10K
|
| ---
|
|
|
| # 📊 Multi-Model Trading Data
|
|
|
| Bitcoin (BTC-USD) historical price data with technical indicators for ML/DL trading models.
|
|
|
| ## 📁 Dataset Files
|
|
|
| | 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
|
| - **Start:** 2015-01-01
|
| - **End:** 2025-01-01
|
| - **Frequency:** Daily
|
|
|
| ## 📈 Features in `btc_usd_features.csv`
|
|
|
| ### Raw OHLCV
|
| - `open`, `high`, `low`, `close`, `volume`
|
|
|
| ### Technical Indicators
|
| | 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 |
|
| | `stoch_rsi_d` | Stochastic RSI %D |
|
|
|
| ### Target Variables
|
| - `return` — Next-day return (%)
|
| - `target` — Binary label (1 = price up, 0 = price down)
|
|
|
| ## 🚀 Usage
|
|
|
| ```python
|
| from datasets import load_dataset
|
|
|
| # 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.
|
|
|
