Data Stories · Economic strategy map

World Ledger

Where does economic power sit now, and where do present conditions suggest it could emerge next? Change the theory, watch the order move, and inspect the evidence beneath every rank.

Giga Dataset version 1.048 complete-data economiesObserved data only

Project thesis

Power depends on what counts.

World Ledger is a comparative strategy map of economic power. Its central claim is that no ranking of power is neutral: changing the importance assigned to markets, industry, trade, finance, population, institutions, demographics or resources produces a different ordering of the world. That exposes the theory of power embedded in the result.

Power Now shows where economic power sits today. It measures observable weight across domestic markets, productive capacity, trade reach, financial buffers and population, revealing both the scale of an economy and the structures through which that scale can be mobilised.

Power Potential shows where the conditions for greater economic power already exist. It measures observed momentum, reinvestment, demographic runway, conversion capacity, productive depth, macroeconomic resilience and resource optionality, revealing economies with the capacity to strengthen their position and those whose present power rests on weaker foundations.

Choose the strategic question

Two rankings, one evidence base

Comparison set

Choose up to three economies

Author the theory of power

Zero removes a pillar. Two doubles its importance. Rankings recalculate across all 48 economies.

01 · Weighted ranking

What drives the ranking?

02 · Ranking histogram

The shape of power

See whether the chosen definition creates a dominant elite, a broad middle or a compressed field.

03 · Power map

Weight now, runway next

Power Now sits on the horizontal axis; Power Potential sits vertically. Bubble area represents GDP at PPP.

04 · Surprise index

Who outranks their size?

The ten largest gaps between GDP rank and the chosen power rank reveal genuine overperformers and underperformers.

05 · Trade constellation

Where trade power travels

Each selected economy flows to its six largest 2024 export destinations. Every route is labelled with destination, share and value.

06 · Conversion bridge

Assets do not convert themselves

Present assets and conversion systems receive separate scores before meeting the resulting Power Potential and Power Now ranks.

Evidence ledger

Raw strengths and constraints

Every scored input remains visible in its original unit and reporting period.

Method, scope, limitations and sources

Giga Dataset version 1.0 admits economies with complete coverage across every scored input, then selects the top 48 under the equal-weight Power Now baseline. The same cohort is used for both rankings and every visual, so rank comparisons never switch denominators.

Latest observations must be from 2020 or later; decade measures use at least five observations from 2015–2024. Scale measures are log-transformed before standardisation. Every pillar combines exactly three standardised observations before the pillar receives a weight, limiting double counting while keeping the underlying evidence visible. Inflation and growth volatility are direction-reversed so higher contributions always mean greater stability. Scores are relative z-score composites, not cardinal quantities of power.

Strategic-resource exports cover HS chapters 25, 26, 27, 44 and 71: minerals, ores, fuels, wood, precious metals and stones. Resource optionality does not measure underground reserves, military control, beneficial ownership or foreign corporate control; those remain roadmap questions. No IMF or other expert projection enters Power Potential. Data release: 2026-07-13.

Sources: World Bank World Development Indicators, Worldwide Governance Indicators, and Harvard Growth Lab Atlas of Economic Complexity.