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Building an Interactive 🕸️ Network Graph 🕸️ to Understand Communities 👩🏽‍💻

Talkat PyCon US 2024 · 2024-05-15..05-23· [data-visualization]
links:none on file
slides:none on file

Demonstrates building an interactive network-graph dashboard in Python to analyze communities of people using xarray, networkx, and dash-cytoscape. Covers graph theory fundamentals, tooling for clustering attributed graphs, exploratory analysis of people data (including generating realistic synthetic data with faker), and producing an extensible dashboard to explore communities by shared attributes like languages, projects, apps, or management structure.

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