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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