Crypto Market Analysis Tools

A collection of Jupyter notebooks and Python scripts for analyzing cryptocurrency markets, including options, futures, and liquidations.

Contents

• Jupyter Notebooks

  • Current_Supply_a_year_on.ipynb - Analysis of cryptocurrency supply changes over time
  • DyDx_Demo.ipynb - Demonstration of dYdX trading platform data analysis
  • Futures.ipynb - Cryptocurrency futures market analysis
  • Market_Liquidations.ipynb - Analysis of market liquidation events

• Marimo Notebooks

  • option_volume_metrics.py - Interactive analysis of cryptocurrency option volumes using Marimo

Features

• Visualization of cryptocurrency option market volumes by asset
• Analysis of margin currencies (USDT, USDC, and coin-margined)
• Exchange market share comparison
• Trading pair volume analysis
• Futures market volume tracking
• Market liquidation analysis

Requirements

• Python 3.x
• Required packages (see specific notebook/script for dependencies):
  • pandas
  • matplotlib
  • plotly
  • coinmetrics (for API access)
  • Marimo (for interactive notebooks)

Marimo Integration

This repository includes Marimo notebooks for interactive data analysis and visualization. Marimo is a reactive Python notebook that combines the power of Jupyter with modern interactivity features.

Key benefits of Marimo:

• Reactive computation (cells automatically update when dependencies change)
• Interactive UI elements
• Beautiful visualizations
• Clean code organization

To learn more about Marimo and how to use it with these notebooks, visit the Marimo documentation.

Usage

1. Clone this repository
2. Install the required dependencies
3. Set up your API keys as environment variables (e.g., CM_API_KEY for CoinMetrics)
4. Run the notebooks or scripts

For Marimo scripts:

pip install marimo
marimo run option_volume_metrics.py

License

MIT License