MacroScribbles

Cross-dataset research and explainers -- narrative-first, with receipts when making factual claims.

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Multi-line chart showing median age projections with Japan as the benchmark
12 min read

Aging Economies

Japan is the future — and most countries aren't ready. Population aging will break budgets, shrink workforces, and reshape economies. The timeline is visible in the data.

DemographicsFiscal & Debt
un_desa_popimf_weowb_wdi
Scatter plot showing brain drain as intersection of education and emigration
12 min read

Brain Drain Tracker

Nigeria trains doctors. Britain employs them. We tracked the global brain drain — who loses talent, who gains it, and whether remittances make up the difference.

DemographicsHealth & Development
wb_wdiun_desa_popunesco_uis
Dual line chart showing GDP rising while CO2 falls in decoupled economies
10 min read

Carbon Cost of Growth

Can a country get richer without cooking the planet? Some have. Most haven't. We tracked GDP growth against CO2 emissions for 30 years — the decoupling story is real, but incomplete.

Energy & Climate
gcp_emissionsimf_weowb_wdi
Scatter plot showing under-5 mortality declining with national income
11 min read

Child Survival & National Income

If you could know only one number about a country, it should be under-5 mortality. It captures income, health, education, water, and women's empowerment in a single statistic.

Health & Development
wb_wdiunicef_sowcwho_gho
Scatter plot showing climate vulnerability inversely correlated with historical emissions
9 min read

Climate Vulnerability vs Emissions

Chad emits less CO2 in a year than a US state does in a day. Chad is also one of the most climate-vulnerable countries on Earth. The injustice is measurable.

Energy & ClimateGovernance
climate_watchgcp_emissionswb_wdi
Bar chart showing extreme export concentration in resource-dependent economies
10 min read

Concentration Risk

Some countries are one product away from crisis. We computed export concentration for every economy — the results are a map of global economic fragility.

Trade & Globalization
comtrade_hs4_totalsimf_weowb_wdi
Scatter plot showing strong correlation between corruption control and GDP per capita
9 min read

Corruption Tax

Corruption isn't a moral issue — it's a tax, and we can estimate the rate. Countries with worse governance attract less investment, grow slower, and develop less. The data quantifies the cost.

Governance
wb_wgiwb_wdiimf_weo
Bar chart showing NATO members' defense spending versus the 2% GDP target
12 min read

Who Funds Their Own Defense

Who's actually paying for Western security? We mapped NATO defense spending against the 2% target. The free-riding is measurable — and the dollar gap is enormous.

Fiscal & DebtGovernance
wb_wdiimf_weo
Scatter plot showing the nuanced relationship between democracy scores and economic performance
9 min read

Does Democracy Pay?

Democracies are richer — but did democracy make them rich? The relationship between governance and growth is more complicated than any slogan. We let the data speak.

Governance
polity_scoreswb_wgiimf_weo