Clustering US States by Time Series of COVID-19 New Case Counts with Non-negative Matrix Factorization

Jianmin Chen, Jun Yan, Panpan Zhang

The spreading pattern of COVID-19 differ a lot across the US states under different quarantine measures and reopening policies. We proposed to cluster the US states into distinct c…