The web service developed within this MSc Thesis detects depression symptoms through the analysis of the senior’s behavioral variance, using statistics techniques which result in a personal history of the seniors’ habits such as activities, communications or mood swings. These data are collected through smartphone usage. The application allows the psychologists and caregivers monitoring seniors and it detects early depression symptoms.