Data cleaning for statistical purpose

Repositories

• validate

  Professional data validation for the R environment

  r validation data-cleaning
  R 22 267 21 1 Updated Feb 15, 2021

• errorlocate

  Find and replace erroneous fields in data using validation rules

  r errors data-cleaning invalidation
  R 2 13 8 0 Updated Feb 2, 2021

• validatetools

  rules r validation data-cleaning
  R 4 10 5 0 Updated Dec 2, 2020

• validatedb

  Validate on a table in a DB, using dbplyr

  validation database datacleaning
  R 0 1 3 0 Updated Nov 20, 2020

• ValidatReport

  Standard validation report structure for the ESS
  TeX 2 4 4 3 Updated Jul 30, 2020

• lintools

  Tools for manipulating systems of linear (in)equalities
  R 2 1 2 1 Updated Apr 22, 2020

• ISM2020_tutorial

  Data Cleaning for Official Statistics
  R 3 6 0 0 Updated Feb 18, 2020

• book

  Resources for Statistical Data Cleaning with Applications in R
  R 5 8 0 0 Updated Feb 5, 2020

• useR2020_tutorial

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

• EESW2019_tutorial

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

• useR2019_tutorial

  Tutorial for useR2019
  R 12 35 0 0 Updated Oct 1, 2019

• uRos2019_tutorial

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

• validatereport

  Create attractive validation reports, export validation results to ESS json reporting standard
  R 1 3 0 0 Updated Aug 22, 2019

• dirtyharry

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

• deductive

  Methods for deductive data correction and imputation

  r data-cleaning
  R 2 8 1 0 Updated Jun 25, 2019

• Madrid2019

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

• dcmodify

  Modify data records using separately defined modification rules
  R 2 6 8 0 Updated May 21, 2019

• editrules

  R package for handling, checking and enforcing data rules
  R 8 19 0 1 Updated Sep 17, 2018

• uRos2018_tutorial

  Data-Cleaning tutorial for Use of R in Official Statistics
  TeX 5 9 0 0 Updated Sep 12, 2018

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

• drat

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

• datacleaning

  Load and install multiple R packages for data cleaning
  Shell 1 0 1 (1 issue needs help) 0 Updated Dec 5, 2017

• ValidatPoC

  Rules and data for the PoC of the ESSnet on Validation
  TeX 2 5 0 1 Updated Sep 19, 2017

• graphics

  Some graphics and logos to use in presentations
  0 0 0 0 Updated Jun 22, 2016

• deducorrect

  An R package for rule-based record correction and imputation
  R 0 6 0 0 Updated Mar 7, 2016

• data.log Archived

  Logging framework for data cleaning
  R 1 0 1 0 Updated Nov 6, 2015

• validate.adjust

  Adjust numerical records to satisfy linear (in)equality restrictions
  R 1 0 3 0 Updated Sep 8, 2015

• validate.viz

  visualisations for the R package validate
  R 1 1 0 0 Updated Jul 10, 2015