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GapMap

Territory intelligence

Compare Brazilian municipalities with official indicators (IBGE, Tesouro Nacional SICONFI, ANEEL, ANAC), score them with criteria you control, and keep cited studies. Every value shows its unit, year and source.

Public Beta
TERRITORY EXPLORER

Search municipalities

INDICATOR COMPARISON · OFFICIAL DATA

Territorial data

Select municipalities to compare

Search for Brazilian cities and select up to 6 to see their official indicators (IBGE, SICONFI, ANEEL, ANAC) side by side.

MAP · IBGE MUNICIPAL BOUNDARIES

gdp_per_capita

Selected municipalities appear here.
Hover or focus a municipality.
Boundaries: IBGE API de malhas v3 (simplified, intermediate quality), drawn locally. Colour scale is relative to the selected set.
MODEL OUTPUT · CALCULATION

Ranking and contributions

Select at least two municipalities to score them.
SCORING MODEL · YOUR CRITERIA

Opportunity score

  • industry_gva_share
    25
  • salaried_employees
    20
  • average_salary
    15
  • literacy_rate
    15
  • ideb_final_public
    10
  • sewage_adequate
    15

How the score is built: each value is normalised to 0–1 between the lowest and highest selected territory; “lower is better” flips it; the score is the weighted mean (weights shown as % of 100). It is a model output that depends on these weights, not an observation or a recommendation. Territories missing any indicator get no score. No values are imputed.

SAVED MODELS
TERRITORIAL STUDIES · WORKSPACE

Studies

Comparison and scoring are free. to save studies in a workspace.

COUNTRY CONTEXT · WORLD BANK WDI

National indicators

BRAMEXARG