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 Thailand-level structural indicators plus official Bangkok-specific guidance on scams, road safety, air quality, and emergency access.
Safrom's citywide research estimate is 71/100. Higher scores mean safer on the model's scale. Evidence as of . Confidence: D.
50 areas with estimates. Area evidence as of .
Overall-only public-alpha estimate. District variation is a conservative proximity-smoothed mobility signal derived from 49 Bangkok coordinates in the official BMA-linked iTIC/Longdo top-50 accident-cluster extract for 2020-01-01 through 2022-05-26; the one source point geocoded outside Bangkok is excluded. It is anchored to Bangkok's global city score and is not an official district ranking. Hotspot counts are selected clusters rather than all crashes, and no population, road-use, commuter, visitor, vehicle-kilometre or reporting denominator is applied. The five-kilometre smoothing bandwidth prevents districts with no selected hotspot centroid from being labeled perfectly safe, but it also spreads central-road pressure across nearby districts. Only mobility evidence varies; crime and other dimensions do not vary by district, and no day/night difference is inferred. OSM district boundaries are for display only; not travel advice.
Boundaries: OpenStreetMap contributors · Bangkok administrative districts (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
most statistics remain country-level; U.S.-traveler perspective; advisory level is not an absolute safety score; Bangkok conditions differ from border and southern-province warnings
country-level only; modeled perceptions rather than traveler incidents; cannot represent neighborhood variation or current events; confidence intervals must not be discarded