This study explores whether PCOS risk can be identified using simple health and lifestyle information that is easy to measure. PCOS is linked not only to hormonal imbalance but also to body weight, metabolic health, and daily habits such as physical activity, sleep, and stress. By analyzing basic body measures, observable symptoms, and lifestyle patterns, the study looks for clear differences between women with and without PCOS. The goal is to see if these common variables can help build a reliable, low-cost prediction model that supports early screening and better awareness of PCOS risk.