We cover 99.5% of the world’s population, in 184 countries and counting.
Our data is updated multiple times per year and remains consistent across space and time
We can filter for exact geography gender, age, and spending group.
Our key subnational data models, and customizations are available on demand. And everything is enhanced by AI.
We forecast 12 years into the future, through 2034. We can provide additional future and historical data on demand.
All of our data is exclusively based on top accredited sources.