This project covers the network analysis covering 4 different problem statements and use cases using python NetworkX package, Gephi network analysis tool and Microsoft excel. Dataset: Dataset includes Bitcoin Trade Transactions for the period between 2011 to 2016.
For every trade transaction between 2 users in the Bitcoin Network; ratings are recorded and tracked in the system with the corresponding timestamp (Directed Network).
Users/Nodes = 5881 Transactions/Edges = 35592 Ratings (in the range of -10 to +10; where -10 represents the least rating and +10 represents the highest rating)
- In-Degree Distribution
- Out-Degree Distribution
- Centrality Metrics
- Community Detection
- Distribution of Ratings Across Various Users