Social network analysis and community detection on spread of COVID-19

This paper explains the epidemic spread using social network analysis, based on data from first three months of 2020 COVID-19 outbreak across world and in Canada. A is defined visualization used to understand coronavirus among countries impact other The degree centrality identify main influencing countries. Exponential Random Graph Models (ERGM) are processes that influence link creation between community detection done Infomap, Label propagation, Spinglass, Louvain algorithms. Finally, we assess performance algorithms adjusted rand index normalized mutual information score.