Package: excluder 0.5.1

Jeffrey R. Stevens

excluder: Checks for Exclusion Criteria in Online Data

Data that are collected through online sources such as Mechanical Turk may require excluding rows because of IP address duplication, geolocation, or completion duration. This package facilitates exclusion of these data for Qualtrics datasets.

Authors:Jeffrey R. Stevens [aut, cre, cph], Joseph O'Brien [rev], Julia Silge [rev]

excluder_0.5.1.tar.gz
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excluder.pdf |excluder.html✨
excluder/json (API)
NEWS

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

Peer review:

Bug tracker:https://github.com/ropensci/excluder/issues

Pkgdown site:https://docs.ropensci.org

Datasets:
  • qualtrics_fetch - Example numeric metadata imported with 'qualtRics::fetch_survey()' from simulated Qualtrics study
  • qualtrics_fetch2 - Example numeric metadata imported with 'qualtRics::fetch_survey()' from simulated Qualtrics study but with labels included as column names
  • qualtrics_numeric - Example numeric metadata from simulated Qualtrics study
  • qualtrics_raw - Example text-based metadata from simulated Qualtrics study
  • qualtrics_text - Example text-based metadata from simulated Qualtrics study

On CRAN:

datacleaningexclusionmturkqualtrics

5.58 score 8 stars 16 scripts 261 downloads 28 exports 31 dependencies

Last updated 1 months agofrom:aca6e4b0f2 (on main). Checks:7 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKJan 08 2025
R-4.5-winOKJan 08 2025
R-4.5-linuxOKJan 08 2025
R-4.4-winOKJan 08 2025
R-4.4-macOKJan 08 2025
R-4.3-winOKJan 08 2025
R-4.3-macOKJan 08 2025

Exports:%>%check_duplicatescheck_durationcheck_ipcheck_locationcheck_previewcheck_progresscheck_resolutioncollapse_exclusionsdeidentifyexclude_duplicatesexclude_durationexclude_ipexclude_locationexclude_previewexclude_progressexclude_resolutionmark_duplicatesmark_durationmark_ipmark_locationmark_previewmark_progressmark_resolutionremove_label_rowsrename_columnsunite_exclusionsuse_labels

Dependencies:AsioHeadersclicpp11curldplyrfansigenericsgluehmsipaddressjanitorlifecyclelubridatemagrittrmapspillarpkgconfigpurrrR6Rcpprlangsnakecasestringistringrtibbletidyrtidyselecttimechangeutf8vctrswithr

excluder

Rendered fromexcluder.Rmdusingknitr::rmarkdownon Jan 08 2025.

Last update: 2023-02-13
Started: 2022-06-26

Readme and manuals

Help Manual

Help pageTopics
Check for duplicate IP addresses and/or locationscheck_duplicates
Check for minimum or maximum durationscheck_duration
Check for IP addresses from outside of a specified country.check_ip
Check for locations outside of the UScheck_location
Check for survey previewscheck_preview
Check for survey progresscheck_progress
Check screen resolutioncheck_resolution
Remove columns that could include identifiable informationdeidentify
Exclude rows with duplicate IP addresses and/or locationsexclude_duplicates
Exclude rows with minimum or maximum durationsexclude_duration
Exclude IP addresses from outside of a specified country.exclude_ip
Exclude locations outside of USexclude_location
Exclude survey previewsexclude_preview
Exclude survey progressexclude_progress
Exclude unacceptable screen resolutionexclude_resolution
Mark duplicate IP addresses and/or locationsmark_duplicates
Mark minimum or maximum durationsmark_duration
Mark IP addresses from outside of a specified country.mark_ip
Mark locations outside of USmark_location
Mark survey previewsmark_preview
Mark survey progressmark_progress
Mark unacceptable screen resolutionmark_resolution
Example numeric metadata imported with 'qualtRics::fetch_survey()' from simulated Qualtrics studyqualtrics_fetch
Example numeric metadata imported with 'qualtRics::fetch_survey()' from simulated Qualtrics study but with labels included as column namesqualtrics_fetch2
Example numeric metadata from simulated Qualtrics studyqualtrics_numeric
Example text-based metadata from simulated Qualtrics studyqualtrics_raw
Example text-based metadata from simulated Qualtrics studyqualtrics_text
Remove two initial rows created in Qualtrics dataremove_label_rows
Rename columns to match standard Qualtrics namesrename_columns
Unite multiple exclusion columns into single columnunite_exclusions
Use Qualtrics labels as column namesuse_labels