Free sample. This preview shows 1 of 5 indicator(s) and 3 of 8 economies, and omits the share, trend, momentum and full year-by-year sections. The complete report is at GET /report/region-em for a small USDC payment over x402, as HTML, JSON or CSV. A free machine-readable cross-section is at GET /preview/region-em.

Emerging Markets Macro Snapshot — BR, IN, ID, TR, ZA, MX, AR, KR — free sample

Generated: 2026-09-24T04:42:49.192Z | Range: 2015–2025 | Source: World Bank Open Data (CC BY 4.0)

Key findings

This report covers 3 economies and 1 indicator over 2015–2025, containing 33 published observations (100% of the 33 requested year × economy cells). Every figure is reproduced from World Bank Open Data and recomputed into growth, share, trend-fit, momentum, volatility, concentration and data-quality views. Values are also available as JSON and CSV from the same endpoint.

Coverage is 100% of the requested grid (33 of 33 economy-year cells across 1 indicator × 3 economies).
Widest rate spread: GDP growth (annual %) differs by 5.3 pp across economies (India vs Brazil).

Indicator	Rank 1	Latest value	CAGR / period avg	Trend	Economies	Latest yr
GDP growth (annual %)	India	7.57	6.07%	+0.02 pp	3	2025

GDP growth (annual %)

Latest reading is highest in India at 7.57% and lowest in Brazil at 2.29%. Period average is 3.79%, with a cross-economy spread of 5.28 percentage points. This is a rate of change rather than a level, so compound growth and a growth index are not defined for it; the trend is reported in percentage points per year. Fitted trend is steepest upward in Brazil (+0.61 pp/yr, percentage points per year, R² 0.469) and weakest in Indonesia (+0.00 pp/yr, R² 0). Largest acceleration — last three years against the three before — is Brazil at +46.5% percentage points. The largest covered value is 3.3× the smallest. 3 economies covered; latest observation year 2025.

Latest reading, by economy

Ranked detail

Group average over the period: 3.79%. Cross-economy spread of the latest reading: 5.28 percentage points. A rate of change has no compound growth rate, so none is reported.

#	Economy	Latest	Period avg	Trend pp/yr	Pctile
1	India	7.57	6.07	+0.02	100
2	Indonesia	5.11	4.30	+0.00	67
3	Brazil	2.29	0.996	+0.61	33

Period average is the mean of the annual readings across the covered years. Trend pp/yr is the ordinary-least-squares slope in percentage points per year — the unit this indicator is already measured in. Percentile ranks this economy within the covered group.

Trend and dynamics

Economy	Trend pp/yr	Trend R²	Momentum	Half-period shift	Volatility	Latest YoY	Peak / trough yr	Outlier years
India	+0.02	0.00	+0.9%	+111.0%	122.9	+6.6%	2021 / 2020	—
Indonesia	+0.00	0.00	-61.7%	+91.4%	103.6	+1.5%	2022 / 2020	2021 (+279%)
Brazil	+0.61	0.47	+46.5%	+81.1%	156.5	-33.1%	2021 / 2015	—

Trend is the ordinary-least-squares fit of value on year, reported with its R² — how much of the movement the straight line explains, in percentage points per year because this series is already a rate. Momentum is the mean change of the last three years minus the mean of the three before it, in percentage points. Half-period shift compares the second half of the window against the first. Volatility is the standard deviation of year-over-year change. Outlier years exceed 2.5 standard deviations from that economy's own average change.

Data quality

Economy	Published	Expected	Coverage	Span	Missing years
India	11	11	100%	2015–2025	—
Indonesia	11	11	100%	2015–2025	—
Brazil	11	11	100%	2015–2025	—

Full year-by-year data

Economy	2015	2016	2017	2018	2019	2020	2021	2022	2023	2024	2025
India	8.00	8.26	6.80	6.45	3.87	-5.78	9.69	7.61	7.21	7.10	7.57
Indonesia	4.88	5.03	5.07	5.17	5.02	-2.07	3.70	5.31	5.05	5.03	5.11
Brazil	-3.55	-3.28	1.32	1.78	1.22	-3.28	4.76	3.02	3.24	3.42	2.29

MethodologySeries are pulled from the official source API and null observations dropped. CAGR = (end/start)^(1/years) − 1. Index uses the first year of the range as 100. Trend is an OLS fit of value on year, reported as a percentage of the period mean alongside its R². Volatility = standard deviation of year-over-year percentage change (percentage points). Momentum compares the last three years against the three before. Share = economy value ÷ sum of the covered economies. HHI = sum of squared shares; its reciprocal estimates the number of evenly sized economies. Cross-indicator correlation is Pearson's r on pooled year-over-year changes.
CoverageRequested: 1 indicator(s) × 3 economies × 11 years = 33 cells; published: 33 (100.0%). Sparse indicators are declared in the Data quality section of each indicator.
FormatsThis document is the HTML delivery. Append ?format=json for the full structured payload (series plus every derived metric) or ?format=csv for the tidy long-format panel. The JSON schema is published at /schema/report.json.
LicenceData © World Bank Open Data (CC BY 4.0), attribution required. Generated by an automated pipeline; research reference only, not investment advice.
DisclaimerValues are reproduced as published by the source; some years may be estimates, nowcasts or subsequently revised figures. Correlations are descriptive statistics, not causal claims.