Canback Global Income Distribution Database
C-GIDD Nigeria contains
GDP, personal and household income, population and other
statistics for the 37 Nigerian states and
the federal territory, 19 major cities, and other
urban and rural areas. Nigerian GDP and income
data are available in naira, purchasing power parity
(PPP) and US dollars in constant and current values.
Beyond Nigeria, C-GIDD is the world's most detailed economic and demographic database for GDP and income distribution data. The dataset covers 212 countries, 694 subdivisions (states, provinces, etc.) and 997 major citiesCities with more than 500,000 inhabitants from 2000 till 2025. Data are normalized between and within countries and over time.
For details on how C-GIDD works and what it contains, click here. The article "Where in the World Is the Market" gives examples of how to use the database. The following is a technical summary:
National data are based on the UN's "National Accounts Main Aggregates Database" for historic numbers and the IMF's "World Economic Outlook Database" for future numbers. The International Comparison Program's 2005 revision is used for PPP data. We use these sources to anchor data at the country level and then normalize the detailed subdivision and city data so that they add up to the national anchor points.
Subdivision data are collected from each national statistics agency or Eurostat. Subdivision data are typically not available for every year. Also, some countries only measure GDP at the subdivision level while others only measure household income or spending. We use econometric techniques to estimate missing data so that C-GIDD is fully populated.
City data is collected from a variety of sources. We use the UN's definition of urban agglomerations to define cities. A city is defined by "the de facto population contained within the contours of a contiguous territory inhabited at urban density levels without regard to administrative boundaries. It usually incorporates the population in a city or town plus that in the sub-urban areas lying outside of but being adjacent to the city boundaries." This definition is the same as the Metropolitan Statistical Area (MSA) used in the United States and the Larger Urban Zone used in Europe. City GDP and household income is typically not available for cities, but can in 80% of cities be estimated from sub-subdivision data. For the remaining 20% of cities, we make the estimates based on econometric analysis of subdivision data.
Within each geographic unit, income data are available not only at the aggregate level, but also by income bracket. That is, you will be able to see how many individuals or households there are at a certain income level or within a socioeconomic class.
Until the late 1994s, it was practically impossible to quantify how many households there were at a certain income level in most countries. Today, it is possible at the national level, but typically not at subdivision or city levels. C-GIDD is the only data source in the world for such data.
The benefit of having access to these statistics is that you can learn how many people can afford a particular product or service. For example, cellphones are usually bought by households making more than PPP $5,000 annually. With C-GIDD, you can easily quantify how many such households there are in Rio de Janeiro, Manila or Dhaka, to name a few large cities. The alternative way of looking at consumer affluence--average income per household--says nothing about how large the market is, only that Rio is more affluent than Manila and Dhaka.
The income distributions have also been used to estimate socioeconomic levels in each geographic unit. Based on a Mexican definition of socioeconomic levels, the database contains the number of people and households belonging to the upper (AB), upper middle (C+), middle (C), lower middle (D+), lower (D), and marginalized (E) classes, respectively . This analysis is done on an adjusted household-size basis to take into account that large households reap economies of scale and children tend to consume less than adults.
The benefit of using this globally consistent definition of socioeconomic levels is that you can create one language system for discussing consumer markets between and within countries. Branded consumer goods and modern trade typically cater to the upper class and upper middle class markets and often reaches into to the middle class. Thus, we--and many other experts--recommend that companies discuss market opportunities in terms of socioeconomic classes when comparing countries, subdivisions or cities.
On the following screens, you will be able to:
- Select geographic units
- Select GDP and income-related data series and
- See a summary of specified data and the
- Pay by credit card or through your
company/institution can create an account with
EIU Canbackthat allows for central billing.
Click Corporate Account link at bottom to learn more
- Download the dataset (Excel XLSX)
EIU Canback is the world’s leading management consulting firm
leveraging predictive analytics. We operate globally with the world’s
largest companies as clients. This has taken us to more than 50 countries since
our founding in 2004.