Raw and derivative data and their processing codes of the GitHub Interaction Graph

Description

Interaction Graph

• Original Data: raw data of record of GitHub Event Timeline
• Interaction Graph Building: interaction graph built from the original data

Analysis on Interaction Graph

• Degree and Reciprocity: analysis of the interaction graph relating to degree and reciprocity
• Clustering Coefficient: analysis of the interaction graph relating to clustering coefficient
• Connected Component: analysis of the interaction graph relating to strongly and weekly connected component
• Macrostructure: analysis of the interaction graph relating to macrostructure
• Community: analysis of the interaction graph relating to community

Structural Hole Spanner Detection

• Constraint
• HIS

Analysis on Structural Hole Spanners

• Degree
• Betweenness Centrality
• Connected Communities
• Social Connectivity
• Profile Attributes
• Events
• Word Frequency