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@data-cleaning Data cleaning for statistical purpose

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    35 repositories

    • errorlocate

      Public
      Find and replace erroneous fields in data using validation rules
      rerrorsdata-cleaning
      rerrorsdata-cleaninginvalidation
      R
      •3•22•13•0•Updated Mar 31, 2026Mar 31, 2026

    • CAS2026_tutorial

      Public
      R
      •0•0•0•0•Updated Jan 27, 2026Jan 27, 2026

    • validate

      Public
      Professional data validation for the R environment
      rvalidationdata-cleaning
      rvalidationdata-cleaning
      R
      •42•431•49•2•Updated Dec 10, 2025Dec 10, 2025

    • validatetools

      Public
      rulesrvalidation
      rulesrvalidationdata-cleaning
      R
      •
      Other
      •3•16•5•0•Updated Dec 10, 2025Dec 10, 2025

    • editrules

      Public
      R package for handling, checking and enforcing data rules
      R
      •9•22•0•1•Updated Nov 28, 2025Nov 28, 2025

    • deductive

      Public
      Methods for deductive data correction and imputation
      rdata-cleaning
      rdata-cleaning
      R
      •3•14•1•0•Updated Jun 10, 2025Jun 10, 2025

    • lintools

      Public
      Tools for manipulating systems of linear (in)equalities
      R
      •5•4•1•1•Updated Jun 14, 2024Jun 14, 2024

    • deducorrect

      Public
      An R package for rule-based record correction and imputation
      R
      •1•9•0•0•Updated Jun 14, 2024Jun 14, 2024

    • dcmodify

      Public
      Modify data records using separately defined modification rules
      R
      •3•11•9•0•Updated Jun 14, 2024Jun 14, 2024

    • IW2024

      Public
      Course material for the International Week
      R
      •0•2•0•0•Updated Jan 17, 2024Jan 17, 2024

    • validatesuggest

      Public
      Generate validation rules from data
      rvalidationdata-cleaning
      rvalidationdata-cleaning
      R
      •
      Other
      •0•5•7•0•Updated Oct 6, 2023Oct 6, 2023

    • book

      Public
      Resources for Statistical Data Cleaning with Applications in R
      R
      •5•15•0•0•Updated Mar 7, 2023Mar 7, 2023

    • ValidatReport

      Public
      Standard validation report structure for the ESS
      TeX
      •3•6•4•10•Updated Jan 7, 2023Jan 7, 2023

    • dcmodifydb

      Public
      Deterministic, documented correction rules on a database
      rdatabasecorrection
      rdatabasecorrectiondata-cleaning
      R
      •
      Other
      •3•5•5•2•Updated Dec 7, 2022Dec 7, 2022

    • validatedb

      Public
      Validate on a table in a DB, using dbplyr
      validationdatabasedatacleaning
      validationdatabasedatacleaning
      R
      •
      GNU General Public License v3.0
      •3•33•4•0•Updated Jun 3, 2022Jun 3, 2022

    • useR2022_tutorial

      Public
      Material for the proposed tutorial for useR!2022
      0•0•0•0•Updated Feb 9, 2022Feb 9, 2022

    • useR2021_tutorial

      Public
      Materials for the useR!2021 tutorial on data validation
      R
      •7•9•0•0•Updated Aug 26, 2021Aug 26, 2021

    • dcmodifydt

      Public
      dcmodify on a data.table
      R
      •
      Other
      •1•3•0•0•Updated May 12, 2021May 12, 2021

    • ISM2020_tutorial

      Public
      Data Cleaning for Official Statistics
      R
      •5•6•0•0•Updated Feb 18, 2020Feb 18, 2020

    • useR2020_tutorial

      Public
      Materials for the useR2020 tutorial on Statistical Data Cleaning with R
      0•0•0•0•Updated Nov 28, 2019Nov 28, 2019

    • EESW2019_tutorial

      Public
      Materials for the short course at the European Establishment Statistics Workshop 2019
      R
      •0•2•0•0•Updated Oct 9, 2019Oct 9, 2019

    • useR2019_tutorial

      Public
      Tutorial for useR2019
      R
      •12•37•0•0•Updated Oct 1, 2019Oct 1, 2019

    • uRos2019_tutorial

      Public
      Tutorial materials for uRos 2019
      TeX
      •2•1•0•0•Updated Oct 1, 2019Oct 1, 2019

    • validatereport

      Public
      Create attractive validation reports, export validation results to ESS json reporting standard
      R
      •1•4•1•0•Updated Aug 22, 2019Aug 22, 2019

    • dirtyharry

      Public
      Make your data dirty
      Makefile
      •0•3•0•0•Updated Jul 2, 2019Jul 2, 2019

    • Madrid2019

      Public
      Slides and exercises for Mark's visit to the Complutense University of Madrid and INE
      TeX
      •0•1•0•0•Updated May 23, 2019May 23, 2019

    • uRos2018_tutorial

      Public
      Data-Cleaning tutorial for Use of R in Official Statistics
      TeX
      •5•10•0•0•Updated Sep 12, 2018Sep 12, 2018

    • deriverules

      Public
      R
      •0•0•0•0•Updated Jun 1, 2018Jun 1, 2018

    • drat

      Public
      Beta versions of data-cleaning packages
      1•1•0•0•Updated Mar 30, 2018Mar 30, 2018

    • datacleaning

      Public
      Load and install multiple R packages for data cleaning
      Shell
      •1•0•1•0•Updated Dec 5, 2017Dec 5, 2017
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