World Data Lab

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The next billion

1 billion people will join the global consumer class over the next 7 years. Our global data models provide detailed analysis by age, location, and spending power. It is accessible through MarketPro, API, or raw data for ultimate flexibility so that it can be seamlessly adapted to your organization's workflow.

The New York Times

COVID-19 and Africa’s Growing Middle Class

Dr. Homi Kharas, Co-Founder and Senior Economic Advisor of World Data Lab, is featured in The New York Times article "Coronavirus is Battering Africa's Growing Middle Class". According to our latest estimates, the African middle class may drop by around 8 million due to the coronavirus.

USA Subnational

Granular USA Spending Data

The most granular spending power and demographic forecasts of the United States available to date. See how the country will change over the next decade.

Latest from World Data Lab

How will COVID-19 impact the world's poor?

Our latest webinar with Dr. Homi Kharas, Co-Founder and Senior Economic Advisor of World Data Lab, featured an in-depth discussion about how COVID-19 is expected to impact the world's poorest people as well as the implications this has for the UN Sustainable Development Goals. Watch the replay now!

The World
Poverty Clock

The World Poverty Clock provides country-level poverty estimates and projections. Headline numbers on extreme poverty are not enough to support action. To provide organizations with the data necessary to design development policies and projects, it also offers subnational poverty forecasts for select countries.

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The next billion

COVID-19 and Africa’s Growing Middle Class

Granular USA Spending Data

How will COVID-19 impact the world's poor?

Our clients

The World
Poverty Clock

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