metadata

tags:
  - cryptocurrency
  - bitcoin
  - btcusdt
  - ohlcv
  - candlestick
  - time-series
  - financial-data
  - technical-indicators
  - machine-learning
  - trading
  - finml
task_categories:
  - time-series-forecasting
  - other
license: bsd-3-clause
language:
  - en

Financial ML Lab Dataset

This dataset is a component of the finml-lab project, offering raw and preprocessed cryptocurrency (BTCUSDT) 1-hour OHLCV candlestick market data designed for machine learning experiments and educational purposes.

Raw Data Source

The raw data was sourced from Arthur Neuron's Cryptocurrency Futures OHLCV Dataset 1m 2024 on Kaggle, distributed under the MIT license.

Dataset Structure

├── processed/
│   ├── test_dataset.parquet    # Test split for model evaluation
│   └── train_dataset.parquet   # Training split for model training
├── raw/
│   ├── BTCUSDT.parquet         # Raw BTCUSDT price data from Kaggle
│   └── raw_1h_data.parquet     # Aggregated 1-hour candles
└── samples/
    ├── raw_1h_data.csv         # Sample of raw data (first 10 records)
    ├── train_dataset.csv       # Sample of training split (first 10 records)
    └── data_overview.md        # Detailed description of features

License

This project is licensed under the BSD-3-Clause License.