DrivenData, in collaboration with civil society or international organizations, hosts data competitions to develop tools that create public value, such as an earthquake damage model, heart disease predictor, and electricity use anomaly detector. Participants receive data from both public and private institutions, including the French energy corporation Schneider Electric, the US National Oceanic and Atmospheric Administration, and Cleveland Heart Disease Database.