A behavioral-pattern analysis measuring emotional resilience, loneliness markers, and social engagement trends in seniors. Insights are drawn from 10,200 anonymized mood logs and community-interaction datasets.
Well-Being Factors: mood consistency, conversation frequency, purposeful-activity participation
Stress Indicators: prolonged inactivity, sleep-cycle disruption, reduced communication
Engagement Insights: digital community involvement, caregiver-interaction intervals
Predictive Models: early detection of social withdrawal and mild depression trends
Regional Comparisons: US, India, Thailand, New Zealand, Netherlands
Charts & Visuals:
- Weekly mood-distribution map (PNG)
- Social-engagement drop curve (SVG)
- Caregiver-interaction analysis (CSV + chart)
