Compare Chonburi districts around Pattaya, including local road-death rates and source-linked safety context.
Coverage is a district-level comparison of Chonburi province, where Pattaya lies (Pattaya City is inside Bang Lamung district). The 11 districts are administrative areas, not hotel neighbourhoods or Pattaya streets. Road deaths 2022-2025 (Buddhist Era 2565-2568, all 12 months each year) by district from the Chonburi provincial dashboard dataset (source: Chonburi Disaster Prevention and Mitigation Office annual reports). Yearly province totals vary (2022 695, 2023 1614, 2024 953, 2025 633), so definitions may differ between years; only relative district rates over the pooled four years are used. Denominator: WorldPop R2025A constrained 2024 population (100 m model estimate, includes non-registered residents) summed inside each district; four-year person-years. Rates per 100,000 per year are shrunk toward the province rate with a Gamma-Poisson prior of 10 deaths to damp small-number districts such as Ko Si Chang (1 death). Only mobility varies locally; the citywide estimate and other dimensions use Thailand national research priors. Tourist traffic exposure, crash location versus residence, and seasonal visitors are not separated. Sources: Chonburi Provincial Office GD Catalog dataset dashboard001, licence G0 Open Data Common (use, adaptation and commercial use allowed) https://gdhelppage.gdcatalog.go.th/p00_03_new7.html ; WorldPop (Bondarenko et al. 2025, DOI 10.5258/SOTON/WP00839), CC BY 4.0; Safrom computed rates and scores. No endorsement. District boundaries: geoBoundaries gbOpen THA ADM2 (Royal Thai Survey Department, OCHA ROAP; boundary year 2019), CC BY 3.0 IGO, generalized 20 m with less than 0.5% area change.
Coverage is a district-level comparison of Chonburi province, where Pattaya lies (Pattaya City is inside Bang Lamung district). The 11 districts are administrative areas, not hotel neighbourhoods or Pattaya streets. Road deaths 2022-2025 (Buddhist Era 2565-2568, all 12 months each year) by district from the Chonburi provincial dashboard dataset (source: Chonburi Disaster Prevention and Mitigation Office annual reports). Yearly province totals vary (2022 695, 2023 1614, 2024 953, 2025 633), so definitions may differ between years; only relative district rates over the pooled four years are used. Denominator: WorldPop R2025A constrained 2024 population (100 m model estimate, includes non-registered residents) summed inside each district; four-year person-years. Rates per 100,000 per year are shrunk toward the province rate with a Gamma-Poisson prior of 10 deaths to damp small-number districts such as Ko Si Chang (1 death). Only mobility varies locally; the citywide estimate and other dimensions use Thailand national research priors. Tourist traffic exposure, crash location versus residence, and seasonal visitors are not separated. Sources: Chonburi Provincial Office GD Catalog dataset dashboard001, licence G0 Open Data Common (use, adaptation and commercial use allowed) https://gdhelppage.gdcatalog.go.th/p00_03_new7.html ; WorldPop (Bondarenko et al. 2025, DOI 10.5258/SOTON/WP00839), CC BY 4.0; Safrom computed rates and scores. No endorsement. District boundaries: geoBoundaries gbOpen THA ADM2 (Royal Thai Survey Department, OCHA ROAP; boundary year 2019), CC BY 3.0 IGO, generalized 20 m with less than 0.5% area change.
Coverage is a district-level comparison of Chonburi province, where Pattaya lies (Pattaya City is inside Bang Lamung district). The 11 districts are administrative areas, not hotel neighbourhoods or Pattaya streets.
Road deaths 2022-2025 (Buddhist Era 2565-2568, all 12 months each year) by district from the Chonburi provincial dashboard dataset (source: Chonburi Disaster Prevention and Mitigation Office annual reports). Yearly province totals vary (2022 695, 2023 1614, 2024 953, 2025 633), so definitions may differ between years; only relative district rates over the pooled four years are used.
Denominator: WorldPop R2025A constrained 2024 population (100 m model estimate, includes non-registered residents) summed inside each district; four-year person-years. Rates per 100,000 per year are shrunk toward the province rate with a Gamma-Poisson prior of 10 deaths to damp small-number districts such as Ko Si Chang (1 death).
Only mobility varies locally; the citywide estimate and other dimensions use Thailand national research priors. Tourist traffic exposure, crash location versus residence, and seasonal visitors are not separated.
Sources: Chonburi Provincial Office GD Catalog dataset dashboard001, licence G0 Open Data Common (use, adaptation and commercial use allowed) https://gdhelppage.gdcatalog.go.th/p00_03_new7.html ; WorldPop (Bondarenko et al. 2025, DOI 10.5258/SOTON/WP00839), CC BY 4.0; Safrom computed rates and scores. No endorsement.
District boundaries: geoBoundaries gbOpen THA ADM2 (Royal Thai Survey Department, OCHA ROAP; boundary year 2019), CC BY 3.0 IGO, generalized 20 m with less than 0.5% area change.
- European Commission and United Nations partners · Global Disaster Alert and Coordination System events API
alerts are not long-term baseline risk; event footprint may not equal traveler exposure; alert severity cannot be copied directly into Safrom score
- European Commission Joint Research Centre and INFORM partners · INFORM Risk Index 2026
country-level only; humanitarian risk framing differs from traveler exposure; composite inputs can overlap Safrom dimensions; current event conditions require separate signals
- UNODC via World Bank World Development Indicators · Intentional homicides per 100,000 people
country-level only; reporting and justice-system differences; latest year differs by country; not traveler-specific
- WHO/OECD/country data via World Bank World Development Indicators · Physicians per 1,000 people
country-level only; availability does not measure emergency accessibility; latest year differs by country; distribution within a country is hidden
- World Health Organization · Road traffic mortality rate per 100,000 population
country-level only; collection is not annual for every country; some values are modeled estimates; resident exposure differs from traveler exposure
- U.S. Department of State · U.S. State Department travel advisory and guidance: Thailand
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
- World Bank · Worldwide Governance Indicators: Political Stability and Absence of Violence/Terrorism
country-level only; modeled perceptions rather than traveler incidents; cannot represent neighborhood variation or current events; confidence intervals must not be discarded
- Chonburi Provincial Office / Chonburi DDPM · Chonburi district road deaths 2022-2025
Road deaths 2022-2025 (Buddhist Era 2565-2568, all 12 months each year) by district from the Chonburi provincial dashboard dataset (source: Chonburi Disaster Prevention and Mitigation Office annual reports). Yearly province totals vary (2022 695, 2023 1614, 2024 953, 2025 633), so definitions may differ between years; only relative district rates over the pooled four years are used.; Denominator: WorldPop R2025A constrained 2024 population (100 m model estimate, includes non-registered residents) summed inside each district; four-year person-years. Rates per 100,000 per year are shrunk toward the province rate with a Gamma-Poisson prior of 10 deaths to damp small-number districts such as Ko Si Chang (1 death).; Sources: Chonburi Provincial Office GD Catalog dataset dashboard001, licence G0 Open Data Common (use, adaptation and commercial use allowed) https://gdhelppage.gdcatalog.go.th/p00_03_new7.html ; WorldPop (Bondarenko et al. 2025, DOI 10.5258/SOTON/WP00839), CC BY 4.0; Safrom computed rates and scores. No endorsement.
- WorldPop, University of Southampton · WorldPop constrained population 2024, Thailand 100 m
Denominator: WorldPop R2025A constrained 2024 population (100 m model estimate, includes non-registered residents) summed inside each district; four-year person-years. Rates per 100,000 per year are shrunk toward the province rate with a Gamma-Poisson prior of 10 deaths to damp small-number districts such as Ko Si Chang (1 death).