Scores are global-scale research estimates. R marks work in progress; none are travel advice.
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A low-confidence first reference using India-level structural indicators with official crime and terrorism guidance anchored to personal safety.
Safrom's citywide research estimate is 63/100. Higher scores mean safer on the model's scale. Evidence as of . Confidence: D.
24 areas with estimates. Area evidence as of .
Overall-only public-alpha estimate. Ward variation is a conservative four-kilometre proximity signal from 70 community-mapped police and fire-station points that fall inside the current BMC ward boundaries, anchored to Mumbai's global city score. Fire stations receive a small transparent capacity weight. OpenStreetMap facility coverage is not an authoritative or complete government register, and proximity is not response time or performance: the model ignores roads, traffic, staffing, equipment, availability, incident demand and hazards, while centroid proximity can misrepresent large wards. Only infrastructure-response access varies; crime and other dimensions do not vary by ward, no day/night difference is inferred, and this is not an official ward ranking. OpenStreetMap boundaries are for display only; not travel advice.
Boundaries: OpenStreetMap contributors · Mumbai BMC administrative wards (Open Data Commons Open Database License 1.0).
Batch-generated global-scale research estimates. Local signals are used when available; otherwise documented country-level baselines and official current-condition guidance provide a low-confidence first reference. Not travel advice.
alerts are not long-term baseline risk; event footprint may not equal traveler exposure; alert severity cannot be copied directly into Safrom score
country-level only; humanitarian risk framing differs from traveler exposure; composite inputs can overlap Safrom dimensions; current event conditions require separate signals
country-level only; reporting and justice-system differences; latest year differs by country; not traveler-specific
country-level only; availability does not measure emergency accessibility; latest year differs by country; distribution within a country is hidden
country-level only; collection is not annual for every country; some values are modeled estimates; resident exposure differs from traveler exposure
does not provide a comparable Mumbai incident rate; some increased-risk areas are far from Mumbai; advisory level is not an absolute safety score; U.S.-traveler perspective
country-level only; modeled perceptions rather than traveler incidents; cannot represent neighborhood variation or current events; confidence intervals must not be discarded