Documents, Data & Geospatial Intelligence
empowering academicians, researchers, students, and policy makers in Bangladesh

Explore geospatial indicators, vulnerability indices, and development data across 8 divisions, 64 districts, and 495 upazilas.

400+
Indicators
495
Upazilas
64
Districts
8
Divisions

Capabilities

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Interactive Maps

Visualise 400+ climate and development indicators on district and upazila maps. Customise classification, filter by division, and inspect values.

River flood risk Drought exposure Population density
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PTI - Targeting Index

Build a weighted Project Targeting Index from selected indicators. Identifies priority districts and upazilas for intervention planning.

5 priority tiers Custom weights Choropleth maps
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PCA - Principal Components

Reduce multi-indicator datasets to key dimensions. Explore explained variance, component loadings, and PC1–PC2 scatter plots.

Dimensionality reduction Loading charts Variance explained
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Spatial Analysis

Detect spatial autocorrelation with Global and Local Moran's I. Identify clusters and outliers across geographic units.

Moran's I statistic LISA clusters Point-in-polygon
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Documents & Reports

Access a curated library of reports, policy papers, and statistical publications on Bangladesh's climate resilience and development.

PDF downloads Search & filter Metadata
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REST API

Programmatic access to all indicators, maps, and computed results. Swagger UI and ReDoc documentation available.

JSON responses OpenAPI schema AI agent ready

Example Use Cases

1

Climate Vulnerability Mapping

Combine river flood, coastal flood, drought, and cyclone indicators into a composite vulnerability index using PTI. Identify the top 10 priority districts.

2

Multi-dimensional Analysis

Use PCA on 20+ socio-economic and environmental indicators to find the key underlying dimensions of vulnerability across Bangladesh's districts.

3

Hotspot Detection

Apply spatial autocorrelation analysis to identify statistically significant clusters of high and low values for any indicator.

Get Access

BangladeshDocs is a restricted platform. To request an account, email us at
info@bangladeshdocs.org

Include your name, organisation, and which sections you need access to (Documents, Data, Maps, API).