Knowledge Base

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Real GDP growth: ten years of change

2015–2025: annual regional mean.

Annual unweighted national mean · annual % · 16 countries. The country count in each year is recorded in the edition data.

Explore the source data and methods: https://api.worldbank.org/v2/country/BEN;BFA;CPV;CIV;GMB;GHA;GIN;GNB;LBR;MLI;MRT;NER;NGA;SEN;SLE;TGO/indicator/NY.GDP.MKTP.KD.ZG?date=2015:2025&format=json&per_page=300

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Consumer price inflation: ten years of change

2015–2025: annual regional mean.

Annual unweighted national mean · annual % · 16 countries. The country count in each year is recorded in the edition data.

Explore the source data and methods: https://api.worldbank.org/v2/country/BEN;BFA;CPV;CIV;GMB;GHA;GIN;GNB;LBR;MLI;MRT;NER;NGA;SEN;SLE;TGO/indicator/FP.CPI.TOTL.ZG?date=2015:2025&format=json&per_page=300

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Access to electricity: ten years of change

2015–2024: annual regional mean.

Annual unweighted national mean · % of population · 16 countries. The country count in each year is recorded in the edition data.

Explore the source data and methods: https://api.worldbank.org/v2/country/BEN;BFA;CPV;CIV;GMB;GHA;GIN;GNB;LBR;MLI;MRT;NER;NGA;SEN;SLE;TGO/indicator/EG.ELC.ACCS.ZS?date=2015:2024&format=json&per_page=300

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Ten years. Five signals.

Five measured indicators show how West Africa has changed from 2015 to 2025.

9 sourced cards in this batch.

Read this edition: https://library.axeldevlab.com/node/287

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What GDP per capita leaves out

current US$ · 2025 · Fixed class edges, so years can be compared directly.

The 16-country mean is not population-weighted.

What does this comparison leave out?

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GDP per capita

current US$ · 2025 · Fixed class edges, so years can be compared directly.

Cabo Verde leads at $5,796; Niger is lowest at $775 — a 7.5× gap.

Which contrast on the map deserves an explanation?

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Reading the GDP per capita map

A national average cannot show income distribution within a country.

Values are current US dollars per person for 2025. Fixed class edges support comparison across years; they do not measure household income or purchasing power.

Which country would you examine first?

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How countries compare with the regional mean

current US$ · 2025 · Fixed class edges, so years can be compared directly.

The median and mean answer different questions.

Why do the mean and median differ here?

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Unemployment by country · 2025

Equal-count classes make relative positions easier to compare.

National estimate; not a measure of job quality or informal employment.

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Unemployment across West Africa

A regional map sample · 2025

This is a cartographic sample, not a full analytical edition.

Open the unemployment map and source notes.

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