Package: educabR 1.0.0

educabR: Download and Process Brazilian Education Data from INEP

Download and process public education data from INEP (Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira). Provides functions to access microdata from the School Census (Censo Escolar), ENEM (Exame Nacional do Ensino Médio), SAEB (Sistema de Avaliação da Educação Básica), Higher Education Census (Censo da Educação Superior), ENADE (Exame Nacional de Desempenho dos Estudantes), ENCCEJA (Exame Nacional para Certificação de Competências de Jovens e Adultos), IDD (Indicador de Diferença entre os Desempenhos Observado e Esperado), CPC (Conceito Preliminar de Curso), IGC (Índice Geral de Cursos), CAPES graduate education data, FUNDEB (Fundo de Manutencao e Desenvolvimento da Educacao Basica), IDEB (Índice de Desenvolvimento da Educação Básica), and other educational datasets. Returns data in tidy format ready for analysis. Data source: INEP Open Data Portal <https://www.gov.br/inep/pt-br/acesso-a-informacao/dados-abertos>.

Authors:Sidney da Silva Pereira Bissoli [aut, cre]

educabR_1.0.0.tar.gz
educabR_1.0.0.zip(r-4.7)educabR_1.0.0.zip(r-4.6)educabR_1.0.0.zip(r-4.5)
educabR_1.0.0.tgz(r-4.6-any)educabR_1.0.0.tgz(r-4.5-any)
educabR_1.0.0.tar.gz(r-4.7-any)educabR_1.0.0.tar.gz(r-4.6-any)
educabR_1.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
educabR/json (API)

# Install 'educabR' in R:
install.packages('educabR', repos = c('https://sidneybissoli.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/sidneybissoli/educabr/issues

Pkgdown/docs site:https://sidneybissoli.github.io

On CRAN:

Conda:

brazilcenso-escolareducationeneminepmicrodataopen-data

6.64 score 13 stars 15 scripts 505 downloads 25 exports 36 dependencies

Last updated from:2b7ba5c84d. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK443
source / vignettesOK241
linux-release-x86_64OK169
macos-release-arm64OK260
macos-oldrel-arm64OK201
windows-develOK228
windows-releaseOK236
windows-oldrelOK225
wasm-releaseOK135

Exports:available_yearsclear_cacheenem_summaryget_cache_dirget_capesget_censo_escolarget_censo_superiorget_cpcget_enadeget_enccejaget_enemget_enem_escolaget_enem_itensget_fundeb_distributionget_fundeb_enrollmentget_iddget_idebget_ideb_seriesget_igcget_saeblist_cachelist_censo_fileslist_censo_superior_fileslist_ideb_availableset_cache_dir

Dependencies:askpassbitbit64clicliprcpp11crayoncurldplyrgenericsgluehmshttr2lifecyclemagrittropensslpillarpkgconfigprettyunitsprogresspurrrR6rappdirsreadrrlangstringistringrsystibbletidyrtidyselecttzdbutf8vctrsvroomwithr

Education Funding: FUNDEB
Overview | FUNDEB Distribution | Funding sources | Downloading distribution data | Available years | Data structure | Example analysis: Monthly transfers by source | Example analysis: Comparing states | FUNDEB Enrollment | Downloading enrollment data | Example analysis: Enrollment by education type | Example analysis: Urban vs rural enrollment | Combining distribution and enrollment
Rendered fromeducation-funding.Rmdusingknitr::rmarkdown

Last update: 2026-04-08
Started: 2026-04-02

Mapping education indicators with geobr
IDEB by state | IDEB by municipality | Zooming into a single state | Comparing IDEB editions over time | Next steps
Rendered frommapping-education-with-geobr.Rmdusingknitr::rmarkdown

Last update: 2026-04-08
Started: 2026-04-04

Higher and Graduate Education: Census, ENADE, IDD, CPC, IGC, and CAPES
Higher Education Census | Available data types | Downloading data | Available years | Exploring ZIP contents | Example analysis: Institutions by administrative type | ENADE - National Student Performance Exam | Downloading ENADE data | Data structure | Example analysis: Score distribution | IDD - Value-Added Indicator | Downloading IDD data | Example analysis: Value-added by institution type | CPC - Preliminary Course Concept | Downloading CPC data | Example analysis: Course quality distribution | IGC - General Courses Index | Downloading IGC data | Example analysis: Institution quality | CAPES - Graduate Education Data | Downloading CAPES data | Example analysis: Graduate programs by knowledge area | Combining quality indicators
Rendered fromhigher-education.Rmdusingknitr::rmarkdown

Last update: 2026-04-08
Started: 2026-04-02

Basic Education Assessments: SAEB, ENCCEJA, and ENEM by School
SAEB - Basic Education Assessment System | Available data types | Downloading SAEB data | Available years | Example analysis: Score distribution | ENCCEJA - Youth and Adult Education Certification | Downloading ENCCEJA data | Example analysis: Participation by state | ENEM by School (2005-2015) | Downloading the data | Data structure | Example analysis: School performance trends
Rendered frombasic-education-assessments.Rmdusingknitr::rmarkdown

Last update: 2026-04-06
Started: 2026-04-02

Which municipalities improved the most in IDEB?
Downloading IDEB data | Calculating IDEB improvement | Top 20 municipalities by absolute improvement | Distribution of improvement by state | IDEB trajectory for selected municipalities | Municipalities that declined
Rendered fromideb-improvement-by-municipality.Rmdusingknitr::rmarkdown

Last update: 2026-04-05
Started: 2026-04-03

How to compare CPC indicators between public and private institutions?
Downloading CPC data | Identifying public vs private institutions | CPC score distribution by sector | Average CPC by sector and knowledge area | Combining with IGC for institutional view
Rendered fromcpc-public-vs-private.Rmdusingknitr::rmarkdown

Last update: 2026-04-05
Started: 2026-04-03

What does school infrastructure look like across Brazil?
Downloading School Census data | Overview: key infrastructure indicators | Infrastructure by administrative type | Regional inequality | Urban vs rural schools | Accessibility features | Internet access by state
Rendered fromschool-infrastructure.Rmdusingknitr::rmarkdown

Last update: 2026-04-05
Started: 2026-04-05

How has ENEM performance evolved by state?
Downloading ENEM data for multiple years | Average math score by state and year | Score gap between regions | All five scores compared
Rendered fromenem-performance-by-state.Rmdusingknitr::rmarkdown

Last update: 2026-04-05
Started: 2026-04-03

Getting Started with educabR
Installation | Configuring Cache | IDEB - Basic Education Development Index | Available years and levels | Downloading IDEB data | Data structure | Example analysis: Average IDEB by state | IDEB historical series | ENEM - National High School Exam | Downloading ENEM data | Performance analysis | Item response data | School Census | Downloading Census data | Analysis: Schools by administrative type | Analysis: School infrastructure | Best practices | 1. Set a permanent cache | 2. Use samples for exploration | 3. Filter by state after downloading | 4. Monitor memory usage | Data dictionary | Known issues | Contributing
Rendered fromgetting-started.Rmdusingknitr::rmarkdown

Last update: 2026-04-05
Started: 2026-03-30