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Version: 3.1.0

Thematic Data


Thematic spatial data refers to geographic information that is organized around a specific theme or topic and has a spatial component. This type of data integrates thematic attributes with spatial locations, allowing for analysis and visualization of patterns, trends, and relationships within a geographic context.

Thematic spatial data can include various thematic layers such as population density, land use, vegetation cover, pollution levels, or any other thematic information geographically referenced.

Explore by Category

Choose one of the categories below to explore dataset availability, subcategory details, and data samples.

Demographics & Population

Data related to population numbers, including fertility, mortality, mobility, ethnicity, and household structure.

Economy & Industry

Comprehensive data on Gross Regional Domestic Product (GRDP), inflation, investments, and regional economic indices.

Environment & Natural Resources

Spatial information on land cover, forestry, fisheries, agriculture, and other environmental indicators.

Health & Social Services

Data covering public health incidences, healthcare facilities, education levels, and social welfare distribution.

Governance & Public Sector

Information regarding public services coverage, village administration, and governance indicators.

Land Use & Infrastructure

Spatial data on building footprints, zoning, transportation networks, and utility services infrastructure.

Risk, Safety & Resilience

Datasets related to climate change indicators, disaster risk and hazard zones, and security statistics.


Global Metadata Schema

All thematic datasets in this catalog generally adhere to the following preview table structure:

Field NameTypeNote
categoryCharacter VaryingCategory name information associated with each dataset
subcategoryCharacter VaryingSubcategory name information associated with each dataset
datasetCharacter VaryingThe main topic/theme of the geographic data
itemCharacter VaryingSpecific item name or parameter within the dataset
valueNumericAmount or value representing each item
unitCharacter VaryingThe unit of measurement for the item value
village / district / city / provinceCharacter VaryingAdministrative coverage boundary for the data