Network Analysis
Contents & Topics:
- Network thinking
- Types of Networks & Sources of Network Data
- Network Visualization
- Network-based indicators
- Community Detection
- Networks and Supervised Machine Learning
Theory: Introduction to network analysis
Applied Network Analysis (R & Python)
Applied Introduction
- R:
- Video 1: Intro & ecosystem 2: Network Measures 3: Mini Case
- Html
- Colab
- Exercises: 1: Basics
- Python:
Intermediate Network Analysis Directed & Social networks
- R:
- Python:
Bipartite (2-mode) Networks
- R:
- Python: