“…In the contemporary retail landscape, where grocery stores play a pivotal role as essential providers of daily necessities, the escalating volume of sales data necessitates sophisticated methods for effective organization and analysis (Griffin et al, 2023;Khedmati & Azin, 2020;Pelekis et al, 2023;Vásquez Sáenz et al, 2023). This study focuses on the application of the K-Means Algorithm for clustering best-selling product data, offering a promising solution to systematically categorize products in grocery stores (Ikotun et al, 2023;Kashef & Pun, 2022;Luu et al, 2023). With consumer preferences evolving and a vast array of products available, leveraging the K-Means Algorithm presents an opportunity for grocery stores to gain valuable insights into consumer behavior, optimize inventory management, and tailor marketing strategies (Kuo et al, 2022;Meng et al, 2023;van der Borgh et al, 2023).…”