Data Visualization LDS1131

Causality Network for Crypto

Heriberto Espino Montelongo

May 2025

Summary

A cryptocurrency network built from Granger-causality tests and visualized as directed relationships among crypto time series.

Context

The project combines time-series testing with graph visualization to represent predictive temporal relationships among assets.

Main contributions

  • Tests pairwise Granger-causality relationships.
  • Encodes significant relationships as a network.
  • Visualizes the resulting cryptocurrency causality structure.