The problem of people's welfare is a problem that must be faced by developing countries like Indonesia. Many indicators influence the level of people's welfare. Therefore, it is necessary to group districts / cities to assist in policy making. This study uses a combination of K-means and Hierarchical clustering methods. K-means has the ability to classify large amounts of data with relatively f…