Understanding musical collaborations via graph-based analysis
Root dir: https://akashlevy.github.io/Musical-Collab-Graph/
- graph.pickle : All scraped nodes
- graph2.pickle : Nodes with degree > 1
- graph3.pickle : Only Nodes actually scraped by algorithm
- graph4.pickle : Scraped nodes with degree > 1
Song data is fetched from Spotify's web API
Graph analysis
- (Erica) Calculate pagerank importance vectors, digraph based analysis
- (Daniel) Hub/centrality measures, clustering coefficient
- (Vincent) Metric based influence: Most collabs,
- (Akash) Clique analysis / Almost fully connected
Visualization
- Neo4J
- (Akash) Options to search up selected cliques
- (Sunny) Distance based plot from a starting node