FACIAL ACNE INSIGHTS: A CASE STUDY APPROACH

Acne is a multifactorial skin condition impacting millions globally, often leading to emotional distress and long-term scarring. Despite various treatments, many patients experience limited efficacy and relapse. This project utilizes a dataset of 500 individuals from Phaltan Tehsil, Maharashtra, to apply data-driven approaches in identifying patterns and predictors of acne development, progression, and treatment outcomes. These insights reveals that Acne is most common among individuals aged 15–25, with a higher incidence in females. Hormonal changes and dietary habits are significant contributors to acne development. Home remedies are perceived as more effective than medical treatments and the acne issue does not significantly affect self-confidence, possibly due to the rural or semi-urban setting.