top of page

AI Case Study

Facebook builds three times more detailed population maps than any other source using artificial intelligence

Facebook has leveraged artificial intelligence on satellite imagery and census data to create highly detailed population maps. The maps aim to give estimates of the population to help health initiatives such as disease outbreak management and assist in the public health planning process. The company claims that their maps are three times more detailed than any other source.



Software And It Services

Project Overview

"Facebook has created highly detailed population maps to help health organizations, researchers and universities tackle disease outbreaks and plan public health campaigns. They focus on population density with demographic estimates, how people move and network coverage.

These maps, Facebook suggests, could help health organizations better determine how to handle outbreaks or distribute supplies because they'll provide insights on where people live and move and whether they are connected.

The company says it didn't use Facebook data for the population density maps, instead tapping into satellite imagery and census data, while using artificial intelligence to build "population maps that are 3X more detailed than any other source." The population maps give estimates on the number of people living in 30-meter grid tiles, including demographic densities for pre-school-aged children and women at reproductive age.

The movement maps meanwhile tap into aggregated, de-identified data from people who have enabled location services on Facebook on their phones to offer real-time looks at mobility patterns. That could give Facebook's partner health organizations insights as to where outbreaks may occur as well as the potential spread of disease so they can prepare accordingly.

Meanwhile, the real-time network coverage maps might help organizations determine where they can communicate with people using online messaging (ahead of, say vaccination clinics or setting up bed net distribution points) and where on-the-ground efforts such as flyering would prove more effective. Facebook was able to build these maps because most people who use the social network on their phones are connected to cell data networks."

Reported Results

"Groups such as the American Red Cross are already using them to determine areas in which people are concentrated and coordinate health information campaigns, including in remote areas."




"The project stems from Facebook's previous work with Columbia University to build detailed population maps for connectivity projects. The population density maps are available publicly, though the others are limited to Facebook's partners."



Satellite images

bottom of page