README.md

readme_content = """

Cryptocurrency Trading Dataset

Dataset Description

Overview

This dataset contains historical cryptocurrency trading data from Kraken, specifically for BTC/USD pairs.

Features

• timestamp: UTC timestamp of the trade
• price: Executed trade price
• volume: Trade volume
• bid: Best bid at time of trade
• ask: Best ask at time of trade
• side: Trade side (buy/sell)

Data Splits

• Training: 70% of data
• Validation: 15% of data
• Test: 15% of data

Data Source

Data collected from Kraken cryptocurrency exchange via their public API.

Intended Use

This dataset is designed for:

• Training cryptocurrency trading models
• Market analysis and research
• Backtesting trading strategies

Limitations

• Data only includes BTC/USD pairs
• Historical data may not reflect future market conditions """

Write README

with open("README.md", "w") as f: f.write(readme_content)