Clustering of COVID-19 Provinces in Indonesia Using Fuzzy Means Cluster Methods

Abstract

COVID-19 is a contagious virus that has global pandemic. Indonesia has the highest infected cases of COVID-19 in South-East Asia. The aim of the research is classified provinces in Indonesia using Fuzzy Mean Cluster (FCM) based on positive cases, recovery cases, and death cases of COVID-19. The result using FCM is three clusters. Fist cluster that marked by red zone is DKI Jakarta, third cluster that marked by orange zone is West Java, Central Java, and East Java, second cluster that marked by yellow zone is other provinces in Indonesia. Validity of FCM using Partition Coefficient Index (PCI) is 95,36%. It means that using three clusters is the most optimal.