The primary aim of this study is to examine the use of K-Means clustering in analyzing LQ45 stocks from 2021 to 2023. utilizing data obtained from the Yahoo Finance platform. The analysis delves into key performance measures such as the price-to-earnings ratio (PER). earnings per share (EPS). https://www.ealisboa.com/great-deal-Pentair-Union-Collar-2-U11-200PS-super-offer/