Next steps
Place · District
As recorded
District brain figures, backtest only
Loading…
Cyclone and surge validated at district level; river flood weak
Loading…
Reading the state of this node…
Where the engines meet
Reading the forecast scoreboard…
Reading the services prescription…
Reading BDPolicyLab's writing on this node…
Reading BDPolicyLab's analysis of this place…
Each block reads its route when opened.
Reading the Daily Advisor issues…
Reading the BDPolicyLab pages on this node…
Typed links
6,406 links, in 1 of 3 link types6,406 resolved
Link located in · from awards
Matched by district alias:transliteration rule · lgd.gov.bd/ajax/get/district/66648869fbd77af96fdf18a5/list
Matched by district alias:transliteration rule · lgd.gov.bd/ajax/get/district/66648869fbd77af96fdf18a5/list
Matched by district alias:transliteration rule · lgd.gov.bd/ajax/get/district/66648869fbd77af96fdf18a5/list
Matched by district alias:transliteration rule · lgd.gov.bd/ajax/get/district/66648869fbd77af96fdf18a5/list
Matched by district alias:transliteration rule · lgd.gov.bd/ajax/get/district/66648869fbd77af96fdf18a5/list
Link seated at · from bodies
No linked object is recorded yet.
Link sited in · from assets
No linked object is recorded yet.
Rule, not a model; not validated. Persons per listed facility is a descriptive ratio, not need.
Health facilities · DGHS registration list
9,763 persons per listed facility: 1,835,528 residents, 188 listed
Rank 28 of 64
Health facilities · DGHS facility list, Hugging Face copy
4,682 persons per listed facility: 1,835,528 residents, 392 listed
Rank 12 of 64
Schools · EIIN list, Hugging Face copy
3,947 persons per listed facility: 1,835,528 residents, 465 listed
Rank 36 of 64
Residents: BBS Population and Housing Census 2022, population by district (via HDX, UNRCO Bangladesh). Rank 1 has the most persons per listed facility. The rank does not depend on a budget; what a budget funds does. Open the prescription
Lenses
3 BDPolicyLab pages show this place.
Districts and upazilas
Chapainawabganj: Relative Wealth Index -0.165 (RWI (z-scored), 2021), rank 49 of 64 districts Source: Meta Data for Good RWI (HDX), ~2.4 km grid.
District profile
Chapainawabganj: Relative Wealth Index -0.165 (RWI (z-scored), 2021), rank 49 of 64 districts Source: Meta Data for Good RWI (HDX), ~2.4 km grid.
District Adaptation Priority Index
Link only: the twin prints no figure of this view for this node; the figures are on the page.
No BDPolicyLab publication, narrative or analyzer is linked to this place by the exact-name rule.
BDPolicyLab's writing, keyed to this node
None of the 118 published issues (21 May 2026 to 19 Sept 2026) names this place. Matched by the district's name (Chapai Nababganj) printed in the issue.
The Daily Advisor is BPL's own AI-drafted policy writing, not evidence about this place.
Below: 3 BPL pages carry this place.
On the time axis
Latest observation of each series, up to 22 September 2026.
Listed health comes from 2 separate sources (DGHS facility register; Hugging Face dataset Mahadih534/all-bangladeshi-hospitals). Each names its categories its own way and counts on its own date, so similar rows can carry different figures. Each row is shown as its source prints it; the sources are not reconciled.
2
facilities (distinct ids on the list)
117
facilities (distinct ids on the list)
69
facilities (distinct ids on the list)
Listed health · Blood Bank, private
Observed on no stated date (undated: the table prints no date for this list)
1
facility (distinct ids on the list)
Listed health · Chest Disease Clinic, public
Observed on no stated date (undated: the table prints no date for this list)
1
facility (distinct ids on the list)
Listed health · Community Clinic, public
Observed on no stated date (undated: the table prints no date for this list)
152
facilities (distinct ids on the list)
Listed health · Consultancy & Diagnostic Center, private
Observed on no stated date (undated: the table prints no date for this list)
95
facilities (distinct ids on the list)
Listed health · District Level Office, public
Observed on no stated date (undated: the table prints no date for this list)
1
facility (distinct ids on the list)
Listed health · District Office, public
Observed on no stated date (undated: the table prints no date for this list)
1
facility (distinct ids on the list)
Listed health · District/General Hospital, public
Observed on no stated date (undated: the table prints no date for this list)
1
facility (distinct ids on the list)
Listed health · Maternal & Child Welfare Centre (MCWC), public
Observed on no stated date (undated: the table prints no date for this list)
1
facility (distinct ids on the list)
Listed health · NGO Hospital/Clinic, private
Observed on no stated date (undated: the table prints no date for this list)
15
facilities (distinct ids on the list)
Listed health · Nursing Institute (NI), public
Observed on no stated date (undated: the table prints no date for this list)
Last changed 1 October 2026, 02:31 UTC, when a source behind it was first loaded. All 7 changes touching it
See over timeNot validated
1
facility (distinct ids on the list)
Listed health · Other, public
Observed on no stated date (undated: the table prints no date for this list)
1
facility (distinct ids on the list)
Listed health · Other, private
Observed on no stated date (undated: the table prints no date for this list)
1
facility (distinct ids on the list)
Listed health · Private Hospital / Clinic, private
Observed on no stated date (undated: the table prints no date for this list)
70
facilities (distinct ids on the list)
Listed health · Union Health & Family Welfare Center (UH&FWC), public
Observed on no stated date (undated: the table prints no date for this list)
3
facilities (distinct ids on the list)
Listed health · Union Health Center, public
Observed on no stated date (undated: the table prints no date for this list)
25
facilities (distinct ids on the list)
Listed health · Union Health Sub Center, public
Observed on no stated date (undated: the table prints no date for this list)
17
facilities (distinct ids on the list)
Listed health · Upazila Health Complex, public
Observed on no stated date (undated: the table prints no date for this list)
4
facilities (distinct ids on the list)
Listed health · Upazila Level Office, public
Observed on no stated date (undated: the table prints no date for this list)
2
facilities (distinct ids on the list)
Listed schools · College
Observed on no stated date (undated: the table prints no date for this list)
Hugging Face dataset Mahadih534/Institutional-Information-of-Bangladesh
49
institutions (distinct ids on the list)
Listed schools · Madrasha
Observed on no stated date (undated: the table prints no date for this list)
Hugging Face dataset Mahadih534/Institutional-Information-of-Bangladesh
134
institutions (distinct ids on the list)
Listed schools · School
Observed on no stated date (undated: the table prints no date for this list)
Hugging Face dataset Mahadih534/Institutional-Information-of-Bangladesh
243
institutions (distinct ids on the list)
Listed schools · School and College
Observed on no stated date (undated: the table prints no date for this list)
Hugging Face dataset Mahadih534/Institutional-Information-of-Bangladesh
10
institutions (distinct ids on the list)
Listed schools · Technical and Vocational
Observed on no stated date (undated: the table prints no date for this list)
Hugging Face dataset Mahadih534/Institutional-Information-of-Bangladesh
29
institutions (distinct ids on the list)
Population, 2022 · total
Observed 2022 (census year (Population and Housing Census 2022))
No source page is linked for this row.
1,835,528
persons (counted, BBS Population and Housing Census 2022)
Population, 2022 · male
Observed 2022 (census year (Population and Housing Census 2022))
No source page is linked for this row.
887,170
persons (counted, BBS Population and Housing Census 2022)
Population, 2022 · female
Observed 2022 (census year (Population and Housing Census 2022))
No source page is linked for this row.
948,282
persons (counted, BBS Population and Housing Census 2022)
Population, 2022 · hijra (the third sex category the census prints)
Observed 2022 (census year (Population and Housing Census 2022))
No source page is linked for this row.
76
persons (counted, BBS Population and Housing Census 2022)
Flood pop exposed · River flood (JRC GloFAS v2.1.2), return period 10 years, any depth
Observed 2025 (vintage)
No source page is linked for this row.
469,801
residents in exposed cells (WorldPop 2025, modelled)
Flood pop exposed · River flood (JRC GloFAS v2.1.2), return period 20 years, any depth
Observed 2025 (vintage)
No source page is linked for this row.
611,868
residents in exposed cells (WorldPop 2025, modelled)
Flood pop exposed · River flood (JRC GloFAS v2.1.2), return period 50 years, any depth
Observed 2025 (vintage)
No source page is linked for this row.
793,824
residents in exposed cells (WorldPop 2025, modelled)
Flood pop exposed · River flood (JRC GloFAS v2.1.2), return period 75 years, any depth
Observed 2025 (vintage)
No source page is linked for this row.
880,952
residents in exposed cells (WorldPop 2025, modelled)
Flood pop exposed · River flood (JRC GloFAS v2.1.2), return period 100 years, any depth
Observed 2025 (vintage)
No source page is linked for this row.
941,398
residents in exposed cells (WorldPop 2025, modelled)
Flood pop exposed · River flood (JRC GloFAS v2.1.2), return period 200 years, any depth
Observed 2025 (vintage)
No source page is linked for this row.
1,067,676
residents in exposed cells (WorldPop 2025, modelled)
Flood pop exposed · River flood (JRC GloFAS v2.1.2), return period 500 years, any depth
Observed 2025 (vintage)
No source page is linked for this row.
1,213,889
residents in exposed cells (WorldPop 2025, modelled)
Flood pop exposed · Coastal surge and tide (Deltares Global Flood Map, 2018 sea level), return period 10 years, any depth
Observed 2025 (vintage)
No source page is linked for this row.
0
residents in exposed cells (WorldPop 2025, modelled)
Flood pop exposed · Coastal surge and tide (Deltares Global Flood Map, 2018 sea level), return period 25 years, any depth
Observed 2025 (vintage)
No source page is linked for this row.
0
residents in exposed cells (WorldPop 2025, modelled)
Flood pop exposed · Coastal surge and tide (Deltares Global Flood Map, 2018 sea level), return period 50 years, any depth
Observed 2025 (vintage)
No source page is linked for this row.
0
residents in exposed cells (WorldPop 2025, modelled)
Flood pop exposed · Coastal surge and tide (Deltares Global Flood Map, 2018 sea level), return period 100 years, any depth
Observed 2025 (vintage)
No source page is linked for this row.
0
residents in exposed cells (WorldPop 2025, modelled)
Flood pop share exposed · River flood (JRC GloFAS v2.1.2), return period 10 years, any depth
Observed 2025 (vintage)
No source page is linked for this row.
24.8%
share of the place's residents
Flood pop share exposed · River flood (JRC GloFAS v2.1.2), return period 20 years, any depth
Observed 2025 (vintage)
No source page is linked for this row.
32.3%
share of the place's residents
Flood pop share exposed · River flood (JRC GloFAS v2.1.2), return period 50 years, any depth
Observed 2025 (vintage)
No source page is linked for this row.
41.9%
share of the place's residents
Flood pop share exposed · River flood (JRC GloFAS v2.1.2), return period 75 years, any depth
Observed 2025 (vintage)
No source page is linked for this row.
46.5%
share of the place's residents
Flood pop share exposed · River flood (JRC GloFAS v2.1.2), return period 100 years, any depth
Observed 2025 (vintage)
No source page is linked for this row.
49.7%
share of the place's residents
Flood pop share exposed · River flood (JRC GloFAS v2.1.2), return period 200 years, any depth
Observed 2025 (vintage)
No source page is linked for this row.
56.4%
share of the place's residents
Flood pop share exposed · River flood (JRC GloFAS v2.1.2), return period 500 years, any depth
Observed 2025 (vintage)
No source page is linked for this row.
64.1%
share of the place's residents
Flood pop share exposed · Coastal surge and tide (Deltares Global Flood Map, 2018 sea level), return period 10 years, any depth
Observed 2025 (vintage)
No source page is linked for this row.
0.0%
share of the place's residents
Flood pop share exposed · Coastal surge and tide (Deltares Global Flood Map, 2018 sea level), return period 25 years, any depth
Observed 2025 (vintage)
No source page is linked for this row.
0.0%
share of the place's residents
Flood pop share exposed · Coastal surge and tide (Deltares Global Flood Map, 2018 sea level), return period 50 years, any depth
Observed 2025 (vintage)
No source page is linked for this row.
0.0%
share of the place's residents
Flood pop share exposed · Coastal surge and tide (Deltares Global Flood Map, 2018 sea level), return period 100 years, any depth
Observed 2025 (vintage)
No source page is linked for this row.
0.0%
share of the place's residents
Population, 2025
Observed 2025 (vintage)
No source page is linked for this row.
1,894,494
residents (WorldPop 2025 constrained 100 m, modelled), summed over the place polygon
Cyclone track passages · at or above 34 kt
Observed 2025 (period end year)
No source page is linked for this row.
0
storms (IBTrACS v04r01 tracks within 100 km of the place boundary)
Cyclone track passages · at or above 64 kt
Observed 2025 (period end year)
No source page is linked for this row.
0
storms (IBTrACS v04r01 tracks within 100 km of the place boundary)
Press articles · publication month 2026-09, 0 of 4688 corpus articles
Observed 1 September 2026 (publication month (counted from its first day))
media master corpus
0
articles naming the district or one of its upazilas
Press share pct · publication month 2026-09, 0 of 4688 corpus articles
Observed 1 September 2026 (publication month (counted from its first day))
media master corpus
0
percent of the month's corpus articles
Forecasts: none of the 8 registered problems reads data this node appears in. The scoreboard