Select exactly what you need. Pay exactly what it costs. Instant download.
Pricing per cell, historical and forecast years alike: National macro indicators = $0.25 ·
National income distribution = $0.25 ·
City = $0.50 ·
Locality / Suburb = $0.15 ·
One cell = one geography x one indicator/class x one year · Minimum charge $1.00
Buying a whole country?Country packs cost 10% less than the same City or City + localities data bought cell by cell.
Included in Professional, Teams and Corporate plans: both national and sub-national data, charged at these rates against the plan's monthly US$ data allowance.
National Data
100+ macroeconomic and demographic indicators across all 54 African countries.
Step 1
Select countries
0 countries selected
Step 2
Select indicators
0 indicators selected
Step 3
Select year range
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Step 4
Your selection
Countries:
None selected
Indicators:
None selected
Select countries and indicators above to see your price
Total cost
$0.00
Secure payment via Paddle · Instant download · No account needed
Sub-national Income Distribution
Income distribution across three geography levels — National, City (338 functional cities / economic sheds) and Locality / Suburb (2,044 localities) — 49 countries. Marginalised, low, middle, upper-middle and high income classes (5-class segmentation, PAD-v1.2-2026), calibrated against World Bank MPO poverty benchmarks. See our validation results.
Pricing per cell: National = $0.25 · City = $0.50 · Locality / Suburb = $0.15 ·
Minimum charge $1.00 · Download includes Current USD and PPP columns
City figures are for UN functional urban areas (the built-up economic area around a city), not administrative city limits.
Professional, Teams and Corporate subscribers: sub-national access is included in your plan — downloads are charged at these rates against your monthly US$ data allowance instead of buying on-demand.
Step 1
Select countries
0 countries selected
Step 2
Select year range
-
Step 3
Level
Pick any combination. City = metro/economic-shed view; Locality/Suburb = the underlying clusters.
Step 4
Income class
Selecting one class reduces cells/cost by ~80%
Step 5
Currency
Select countries above to see your price
Total cost
$0.00
Secure payment via Paddle · Instant download · No account needed
Country Packs
Everything for one country in one purchase, with forecasts to 2030 (5-year) or 2035 (10-year). The City and City + localities packs cost 10% less than buying the same cells on-demand.
City figures are for UN functional urban areas (the built-up economic area around a city), not administrative city limits.
Each pack is delivered by email as two Excel files: national indicators and income distribution (Current USD + PPP).
Forecast horizon
Recommended
City
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Choose a country to see the price
Everything in Macro outlook
Income distribution for every functional city · 5 classes
Current USD + PPP
Upgrade
City + localities
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Everything in City
Income distribution for every locality / suburb · 5 classes
Macro outlook
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Same price for every country offered
12 macro indicators: GDP, GDP growth, GDP per capita (USD and PPP), inflation, exchange rate, unemployment, population, population growth, urbanisation, Gini, poverty at $3.65/day
Download your complete trial dataset as Excel/CSV — no payment, no API knowledge needed. One download delivers Lesotho, Cape Verde and Eswatini together, 10 indicators, 2021-2024.