Module graph_analytics 

Graph Analytics

Analytics algorithms for graph analysis including PageRank, community detection, and centrality metrics.

Academic References

• Page et al. (1999) “The PageRank Citation Ranking”
• Blondel et al. (2008) “Fast unfolding of communities in large networks”
• Brandes (2001) “A Faster Algorithm for Betweenness Centrality”

Structs

GraphAnalytics

Graph analytics engine for PageRank and community detection

Constants

COMMUNITY_COLORS

Community color palette for Louvain visualization Colors chosen for maximum distinguishability (per Healey’s preattentive research)

Traits

GraphAnalyticsExt

Extended graph with analytics capabilities