This study aims to identify spatial poverty autocorrelation between regions in Sumatra, and the pattern of poverty distribution. The scope of this study is in the form of 153 regencies/cities in Sumatra, with variables on the number of poor people according to regencies/cities and distances in 2015, 2019, and 2020. This study used moran index analysis techniques, Moran Scatterplot, Local Indica…