Comprehensive scientific methodologies, geospatial density formulas, and comparative ward case studies across India.
The Know Your City Safety Index (KYC-SI) evaluates neighborhood liveability by measuring spatial proximity to essential civic nodes. Each factor is scored on a normalized 0-10 scale and weighted according to urban planning best practices:
| Pillar / Dimension | Primary Geodata Source | Effective Weight | Key Metric Measured |
|---|---|---|---|
| Emergency Infrastructure | OpenStreetMap / Police Registries | 35% | Distance to operational Police Station & 24/7 Trauma Hospital (< 2.5km) |
| Lighting & Transit Accessibility | Municipal GIS / OSM Transit Nodes | 25% | Streetlight node density & distance to active Metro/Bus Terminal (< 800m) |
| Civic & Commercial Vitality | OpenStreetMap POIs | 20% | Presence of pharmacies, grocery stores, schools, and family parks |
| Community Verification | KYC Verified Local Resident Reviews | 20% | Evening walk safety ratings, hazard reports, and incident alerts |
Analysis of verified high-performing neighborhood safety corridors across Indian metropolitan regions:
Features 12 police beat posts, 98% night streetlight uptime, and less than 0.8km average emergency hospital response distance.
High student vitality, low crime rates, active commercial street fronts until 11 PM, and rapid connectivity to Pune Airport.
Exemplary master-planned sector with dedicated green belts, integrated health clinics, and under 5-minute emergency police response.
Every quarter, Know Your City runs automated validation crawlers against open geospatial datasets to detect changes in transit routes, newly opened medical centers, or relocated police beat stations. Community members are encouraged to submit corrections to maintain dataset reliability.