Data-driven decision making

Enabling more effective humanitarian and development decisions

When maps fail to account for every person, progress can’t be achieved. Too many people still remain invisible to the governments and humanitarian and development organisations that can provide the public with vital resources. Communities that are absent from maps often miss out on much needed support. And when other map-based data, such as infrastructure and boundaries, are missing or incorrect, development efforts are also impeded.

Data Available

Accurate geospatial data is key to decision making and sustainable planning. Use the map below or visit our online data repository to visualise, analyse, and download GRID3 data. Select a data type or click on each country to explore data availability.


The boundaries and names shown and the designations featured do not imply official endorsement or acceptance by GRID3, its partners or donors.

We build spatial data solutions that make development goals achievable.

GRID3 combines the expertise of partners in government, the United Nations, academia and the private sector to design adaptable and relevant spatial data solutions based on the capacity and development needs of each country. GRID3 works with dedicated humanitarian workers, government officials, NGOs and communities around the world to build a future in which everyone can fulfill their potential.

Our solutions

Designing unique geospatial solutions for faster progress towards achieving the Sustainable Development Goals

Individually, our solutions provide improvements to existing data and can fill in the gaps of missing data. But taken together and in collaboration with in-country partners, these solutions reach beyond their separate objectives and create the opportunity to build a stable, relevant and reliable data foundation for future development.

© UNFPA/Lorenzo Tugnoli.

Population housing census support

Today, with major demographic shifts occurring and attention focused on international development, accurate and timely data are more important than ever. A census can represent the entire statistical universe of a country or region, down to the smallest geographical unit if conditions allow for it. In territories where a traditional census cannot be conducted countrywide due to inaccessible hard-to-reach areas, disasters or lack of infrastructure, the revolutionary hybrid method helps to generate quality population estimates everywhere.

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Mobility analysis

Anonymised and aggregated data from mobile network operators can help support humanitarian and development interventions by improving our understanding of population movements.

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High-resolution population estimates

Population and housing censuses are the most important resource to produce accurate population data at the national and sub-national level. In cases where inaccessibility or insecurity don’t allow for census data, high-resolution population estimates are fundamental to understand and drive development.

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Mapping subnational boundaries

Validated subnational boundaries allow for efficient development processes to be planned and implemented using concrete, location-based evidence.

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Settlement mapping

Comprehensive settlement locations provide a real-world picture of communities. This helps target service delivery and development investments to the places where people actually live.

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Infrastructure mapping

Integrating geospatial infrastructure data with population mapping and settlement location data generates critical information to inform development processes.

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Capacity strengthening

Capacity strengthening is a strategic priority to ensure sustainable, ground level impact. Open data and knowledge transfers are key for data-driven decision-making to be integrated into sustainable development.

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