The business field is one of the businesses that has a lot of data, one of which is sales transaction data. Sales transaction data can be used as an effort to improve business quality to maximize profits, so we need a system that can provide information in regulating the availability of goods so that it will minimize losses. This study aims to determine consumer purchasing patterns so that it i…