network-analysis

This repository contains an in-depth social network analysis of cryptocurrency-related accounts on the Bluesky platform. Using Gephi, the study explores network structure, key influencers, clustering, and connectivity within the crypto community.

Report

The main report is available as Network Analysis.pdf, which includes:

• Data Collection: Extracting followers and connections from Bluesky.
• Network Construction: Using Gephi to visualize and analyze relationships.
• Key Metrics: Degree, centrality, clustering, modularity, PageRank.
• Findings: Influential nodes, community structures, and information flow.

Files

• Network Analysis.pdf - The full report with insights and visualizations.
• README.md - This file, providing an overview of the repository.

Tools Used

• Gephi: Network visualization and analysis.
• Bluesky API: Data extraction.

How to Use

1. Clone the repository:

   git clone https://github.com/your-username/network-analysis.git

2. Open Network Analysis.pdf to explore the findings.

Contributions

Feel free to contribute by providing additional data, analysis, or insights!

📜 License

This project is open-source under the MIT License.