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Tools

Functions exposed to the LLM to take actions

NameDescription
ibge_estados

Lists all Brazilian states from IBGE.

Features:

  • Lists all 27 states (26 states + Federal District)

  • Filter by region (North, Northeast, Southeast, South, Central-West)

  • Sort by ID, name, or abbreviation

Examples:

  • List all states: (no parameters)

  • Northeast states: regiao="NE"

  • Sorted by abbreviation: ordenar="sigla"

ibge_municipios

Lists Brazilian municipalities from IBGE.

Features:

  • List municipalities by state (using state abbreviation)

  • List all municipalities in Brazil (5,570 municipalities)

  • Search by municipality name

  • Returns 7-digit IBGE code

Examples:

  • São Paulo municipalities: uf="SP"

  • Search by name: busca="Campinas"

  • MG municipalities containing "Belo": uf="MG", busca="Belo"

ibge_localidade

Returns details of a specific locality by IBGE code.

Features:

  • State information (2-digit code)

  • Municipality information (7-digit code)

  • District information (9-digit code)

  • Complete hierarchy (region, mesoregion, microregion)

Examples:

  • São Paulo state: codigo=35

  • São Paulo city: codigo=3550308

  • District: codigo=355030805

ibge_populacao

Returns real-time Brazilian population projection.

Features:

  • Current population estimate

  • Birth rate (average time between births)

  • Death rate (average time between deaths)

  • Daily population increment

Source: IBGE - Brazilian Population Projection

Note: For historical data or by municipality, use ibge_sidra with tables:

  • 6579: Population estimates

  • 9514: Census 2022 population

ibge_sidra

Queries SIDRA tables (IBGE's Automatic Recovery System).

SIDRA contains data from IBGE surveys like Census, PNAD, GDP, etc.

Common tables:

  • 6579: Population estimates (annual)

  • 9514: Census 2022 population

  • 200: Census population (1970-2010)

  • 4714: Unemployment rate (PNAD Contínua)

  • 6381: Average income (PNAD Contínua)

  • 6706: GDP at current prices

  • 5938: GDP per capita

Territorial levels:

  • 1: Brazil

  • 2: Region (North, Northeast, etc.)

  • 3: State (UF)

  • 6: Municipality

  • 7: Metropolitan Region

Examples:

  • Brazil population 2023: tabela="6579", periodos="2023"

  • Population by state: tabela="6579", nivel_territorial="3"

  • Census 2022 by municipality: tabela="9514", nivel_territorial="6", localidades="3550308"

ibge_nomes

Queries name frequency and rankings in Brazil (IBGE).

Features:

  1. Name frequency (tipo='frequencia'):

    • Birth frequency by decade

    • Multiple names separated by comma

    • Filter by sex and locality

  2. Name ranking (tipo='ranking'):

    • Most popular names

    • Filter by decade, sex, and locality

Available decades: 1930-2010

Examples:

  • Frequency of "Maria": tipo="frequencia", nomes="Maria"

  • Compare names: tipo="frequencia", nomes="João,José,Pedro"

  • 2000s ranking: tipo="ranking", decada=2000

  • Female names: tipo="ranking", sexo="F"

ibge_noticias

Searches IBGE news and press releases.

Features:

  • Latest news and releases

  • Search by specific term

  • Filter by period (start and end date)

  • Filter by type (release or news)

  • Filter featured news

  • Pagination support

Examples:

  • Latest 10 news: (no parameters)

  • Search census: busca="censo"

  • 2024 news: de="01-01-2024", ate="12-31-2024"

  • Releases only: tipo="release"

ibge_sidra_tabelas

Lists and searches available SIDRA tables.

Features:

  • List all SIDRA tables (aggregates)

  • Search by table name

  • Filter by survey (Census, PNAD, GDP, etc.)

  • Shows code and name of each table

SIDRA contains data from various surveys:

  • Demographic Census

  • PNAD Contínua (employment, income)

  • National Accounts (GDP)

  • Industrial Survey

  • Agricultural Survey

Examples:

  • List tables: (no parameters)

  • Search population tables: busca="população"

  • Census tables: pesquisa="censo"

ibge_sidra_metadados

Returns metadata for a specific SIDRA table.

Features:

  • General info (name, survey, subject, periodicity)

  • Available territorial levels

  • Variable list with units

  • Classifications and categories

  • Available periods

Use this tool to understand table structure BEFORE querying data with ibge_sidra.

Examples:

  • Population table metadata: tabela="6579"

  • Census 2022 metadata: tabela="9514"

  • PNAD unemployment: tabela="4714"

ibge_malhas

Gets geographic meshes (maps) from IBGE in GeoJSON, TopoJSON, or SVG format.

Features:

  • Meshes for Brazil, regions, states, municipalities

  • Different resolution levels (internal divisions)

  • Different quality levels

  • Formats: GeoJSON (data), TopoJSON (compact), SVG (image)

Locality types:

  • "BR" or "1" = Entire Brazil

  • State abbreviation (e.g., "SP", "RJ")

  • State code (e.g., "35" for SP)

  • Municipality code (7 digits)

Resolution (internal divisions):

  • 0 = Outline only

  • 2 = States

  • 5 = Municipalities

Examples:

  • Brazil with states: localidade="BR", resolucao="2"

  • São Paulo with municipalities: localidade="SP", resolucao="5"

  • SVG format: localidade="BR", formato="svg"

ibge_pesquisas

Lists available IBGE surveys and their tables.

Features:

  • List all IBGE surveys (Census, PNAD, GDP, etc.)

  • Search by name or code

  • Show details and tables of a specific survey

  • Categorize surveys by theme

Main surveys:

  • Census: Demographic, Agricultural, MUNIC

  • PNAD Contínua: Employment, income, education

  • National Accounts: GDP, investments

  • Economic Surveys: Industry, Commerce, Services

  • Price Indices: IPCA, INPC

Examples:

  • List all: (no parameters)

  • Search population: busca="população"

  • PNAD details: detalhes="pnad"

ibge_censo

Queries IBGE Demographic Census data (1970-2022).

Simplified tool to access census data without knowing SIDRA table codes.

Available years: 1970, 1980, 1991, 2000, 2010, 2022

Available themes:

  • populacao: Resident population

  • alfabetizacao: Literacy rate

  • domicilios: Housing characteristics

  • idade_sexo: Age pyramid

  • religiao: Religion distribution

  • cor_raca: Race/color

  • rendimento: Monthly income

  • educacao: Education level

  • trabalho: Employment

Examples:

  • Population 2022: ano="2022", tema="populacao"

  • Historical series: ano="todos", tema="populacao"

  • Literacy 2010 by state: ano="2010", tema="alfabetizacao", nivel_territorial="3"

  • List tables: tema="listar"

ibge_indicadores

Queries IBGE economic and social indicators.

Available indicators:

Economic:

  • pib: GDP at current prices

  • pib_variacao: GDP variation (%)

  • pib_per_capita: GDP per capita

  • industria: Industrial production

  • comercio: Retail sales

  • servicos: Services volume

Prices:

  • ipca: Monthly IPCA

  • ipca_acumulado: 12-month IPCA

  • inpc: Monthly INPC

Labor:

  • desemprego: Unemployment rate

  • ocupacao: Employed people

  • rendimento: Average income

  • informalidade: Informality rate

Population:

  • populacao: Population estimate

  • densidade: Population density

Examples:

  • GDP: indicador="pib"

  • IPCA last 12 months: indicador="ipca", periodos="last 12"

  • Unemployment by state: indicador="desemprego", nivel_territorial="3"

  • List indicators: indicador="listar"

ibge_cnae

Queries CNAE (National Classification of Economic Activities) from IBGE.

CNAE is the official classification for economic activities in Brazil.

Hierarchical structure:

  • Section (letter A-U): 21 main categories

  • Division (2 digits): 87 divisions

  • Group (3 digits): 285 groups

  • Class (4-5 digits): 673 classes

  • Subclass (7 digits): 1,332 subclasses

Features:

  • Search by CNAE code

  • Search by activity description

  • List by hierarchical level

  • Show complete hierarchy

Examples:

  • Search software: busca="software"

  • Specific code: codigo="6201-5/01"

  • View section: codigo="J"

  • List divisions: nivel="divisoes"

ibge_geocodigo

Decodes IBGE codes or searches codes by locality name.

Features:

  • Decode region, state, municipality, or district codes

  • Search IBGE code by name

  • Show complete geographic hierarchy

  • Return related codes

Code structure:

  • 1 digit: Region (1=North, 2=Northeast, 3=Southeast, 4=South, 5=Central-West)

  • 2 digits: State (11-53)

  • 7 digits: Municipality

  • 9 digits: District

Examples:

  • Decode municipality: codigo="3550308"

  • Decode state: codigo="35"

  • Search by name: nome="São Paulo"

  • Municipality in state: nome="Campinas", uf="SP"

ibge_calendario

Queries IBGE release and collection calendar.

Features:

  • List upcoming survey releases

  • Filter by product (IPCA, PNAD, GDP, etc.)

  • Filter by period

  • Distinguish releases from field collections

Event types:

  • Release: Publication of survey results

  • Collection: Field research period

Examples:

  • Upcoming releases: (no parameters)

  • IPCA releases: produto="IPCA"

  • 2024 calendar: de="01-01-2024", ate="12-31-2024"

  • Field collections: tipo="coleta"

ibge_comparar

Compares data between localities (municipalities or states).

Available indicators:

  • populacao: Current population estimate

  • populacao_censo: Census 2022 population

  • pib: GDP per capita

  • area: Territorial area (km²)

  • densidade: Population density (inhab/km²)

  • alfabetizacao: Literacy rate

  • domicilios: Number of households

Features:

  • Compare up to 10 localities at once

  • Calculate statistics (max, min, average, variation)

  • Generate ranked output

  • Accept municipality codes (7 digits) or state codes (2 digits)

Examples:

  • Compare capitals: localidades="3550308,3304557,4106902", indicador="populacao"

  • Compare states: localidades="35,33,41", indicador="pib"

  • Area ranking: localidades="3550308,3304557", formato="ranking"

  • List indicators: indicador="listar"

ibge_malhas_tema

Gets thematic geographic meshes from IBGE.

Available themes:

  • biomas: Brazilian biomes (Amazon, Cerrado, Atlantic Forest, Caatinga, Pampa, Pantanal)

  • amazonia_legal: Legal Amazon area

  • semiarido: Semi-arid region

  • costeiro: Coastal zone

  • fronteira: Border strip

  • metropolitana: Metropolitan regions

  • ride: Integrated Development Regions

Biome codes:

  • 1: Amazon

  • 2: Cerrado

  • 3: Atlantic Forest

  • 4: Caatinga

  • 5: Pampa

  • 6: Pantanal

Examples:

  • All biomes: tema="biomas"

  • Amazon biome: tema="biomas", codigo="1"

  • Legal Amazon: tema="amazonia_legal"

  • Metropolitan regions: tema="metropolitana"

  • With municipalities: tema="biomas", resolucao="5"

  • List themes: tema="listar"

ibge_vizinhos

Finds nearby/neighboring municipalities.

Features:

  • Search by IBGE code (7 digits) or municipality name

  • Returns municipalities in the same mesoregion (proximity approximation)

  • Optionally includes population data

Note: Uses mesoregion as geographic proximity proxy. For exact spatial neighborhood, mesh processing would be required.

Examples:

  • By code: municipio="3550308"

  • By name: municipio="Campinas", uf="SP"

  • With population: municipio="3550308", incluir_dados=true

bcb

Queries Central Bank of Brazil (BCB) data.

Interest Rate Indicators:

  • selic: Accumulated SELIC rate

  • cdi: CDI rate

  • tr: Reference Rate

Inflation Indicators:

  • ipca: Monthly IPCA

  • ipca_acum: 12-month accumulated IPCA

  • igpm: IGP-M

  • inpc: INPC

Exchange Rate Indicators:

  • dolar_compra/dolar_venda: Commercial dollar

  • euro: Euro

Macroeconomic Indicators:

  • desemprego: Unemployment rate

  • divida_pib: Public debt/GDP

  • reservas: International reserves

Also accepts numeric codes from BCB's SGS System.

Examples:

  • SELIC last 12 months: indicador="selic", ultimos=12

  • IPCA for 2023: indicador="ipca", dataInicio="01/01/2023", dataFim="31/12/2023"

  • Recent dollar: indicador="dolar_venda", ultimos=30

  • List indicators: indicador="listar"

datasaude

Queries Brazil health indicators via IBGE/DataSUS.

Mortality and Birth:

  • mortalidade_infantil: Infant mortality rate

  • nascidos_vivos: Live births by location

  • obitos: Deaths by residence

  • obitos_causas: Deaths by cause (ICD-10)

Demographic Indicators:

  • esperanca_vida: Life expectancy at birth

  • fecundidade: Fertility rate

Sanitation:

  • saneamento_agua: Water supply

  • saneamento_esgoto: Sewage system

Health Coverage:

  • plano_saude: Health insurance coverage

  • autoavaliacao_saude: Self-rated health status

Territorial levels: 1=Brazil, 2=Region, 3=State, 6=Municipality

Examples:

  • Infant mortality: indicador="mortalidade_infantil"

  • Life expectancy by state: indicador="esperanca_vida", nivel_territorial="3"

  • Deaths in SP: indicador="obitos", nivel_territorial="3", localidade="35"

  • List indicators: indicador="listar"

ibge_paises

Queries international country data via IBGE.

Features:

  • List all countries (following UN M49 methodology)

  • Country details (area, languages, currency, location)

  • Search countries by name

  • Filter by region/continent

Available regions: americas, europa, africa, asia, oceania

Country codes: Use ISO-ALPHA-2 (e.g., BR, US, AR, PT, JP)

Examples:

  • List all: tipo="listar"

  • Brazil details: tipo="detalhes", pais="BR"

  • Search: tipo="buscar", busca="Argentina"

  • Americas countries: tipo="listar", regiao="americas"

  • Available indicators: tipo="indicadores"

ibge_cidades

Queries municipal indicators from IBGE (similar to Cidades@ portal).

Features:

  • General overview of a municipality (population, HDI, GDP, etc.)

  • Query specific indicators

  • Historical indicator data over years

  • List available surveys and indicators

Available indicators: populacao, area, densidade, pib_per_capita, idh, escolarizacao, mortalidade, salario_medio, receitas, despesas

Examples:

  • São Paulo overview: tipo="panorama", municipio="3550308"

  • Population history: tipo="historico", municipio="3550308", indicador="populacao"

  • View surveys: tipo="pesquisas"

  • Available indicators: tipo="indicador"

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