Social Network Analysis

Supply chain network analysis for product categories through Network Centrality & Community Detection

Dataset

• DataCo SMART SUPPLY CHAIN FOR BIG DATA ANALYSIS
• Size: 91MB with 180519 rows & 54 columns

Graphs

• Bipartite Graph
• Weighted Projected Graph
• Cliques

Network Centrality

• Degree Centrality
• Betweenness Centrality
• Closeness Centrality
• Eigenvector Centrality
• PageRank

Community Detection

• Louvain Algorithm
• K-Means Algorithm
• Gaussian Mixture Model

References

• CS224W: Machine Learning with Graphs
• Coursera: Applied Social Network Analysis in Python
• Kaggle: Helsinki City Bike Network Analysis