A data-driven investigation into mobility consistency, gait irregularities, and fall-triggering variables among seniors. Findings derive from 15,800+ motion-capture events and sensor-based movement logs across diverse terrains.
Mobility Factors: stride symmetry, joint-flexibility range, pace-variation control
Fall Risks: slippery-surface interactions, staircase missteps, fatigue-linked instability
Environmental Inputs: flooring types, lighting adequacy, assistive-device usage
Predictive Models: trajectory tracking for early fall-warning detection
Regional Comparisons: India, UAE, UK, South Korea, Brazil
Charts & Visuals:
- Gait-imbalance heatmap (PNG)
- Terrain-based fall-risk comparison (SVG)
- Hourly mobility fluctuation dataset (CSV + chart)
