Economic intelligence for data-sparse environments
Plan and monitor high stakes investments
Analyze pan-Africa datasets to gain deeper insight into distributed infrastructure, agribusiness, social welfare programs and more.
Infrastructure Access and Quality
Grid Connectivity
Measure the pace of electrification at continent scale
Electricity Consumption
Estimate demand for electricity and the growth in consumption
More Layers Under Development
Electricity grid maps, road network maps, and demand forecasting for telecom services
Economic Livelihood and Population
Asset Wealth
Measured prosperity, and growth in asset wealth, down to the village-level, estimated by asset ownership and housing quality
Consumption
USD per day estimates of consumption per capita and by demographic segments
Population Density
Publicly sourced population density data available to overlay against other proprietary measures
Agriculture
Scalable by Design
On-demand crop monitoring and large-scale crop area and yield estimates for current and past growing seasons anywhere at a 10m spatial resolution
Crop Variability
Understand field-by-field variations across both time and productivity
Metadata
Each layer comes with additional metadata to give better context at a resolution of 2 km per pixel.
How we do it
We use the latest advances in remote sensing, machine learning, and ground-truth data collection to generate insights into agricultural productivity, infrastructure quality, and economic well-being in emerging markets. Illustrating recorded patterns beginning in 2003, these insights appear as color-rich contours of high-resolution data presented at continental scale.
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