Package: mde 0.3.2

mde: Missing Data Explorer

Correct identification and handling of missing data is one of the most important steps in any analysis. To aid this process, 'mde' provides a very easy to use yet robust framework to quickly get an idea of where the missing data lies and therefore find the most appropriate action to take. Graham WJ (2009) <doi:10.1146/annurev.psych.58.110405.085530>.

Authors:Nelson Gonzabato [aut, cre]

mde_0.3.2.tar.gz
mde_0.3.2.zip(r-4.5)mde_0.3.2.zip(r-4.4)mde_0.3.2.zip(r-4.3)
mde_0.3.2.tgz(r-4.4-any)mde_0.3.2.tgz(r-4.3-any)
mde_0.3.2.tar.gz(r-4.5-noble)mde_0.3.2.tar.gz(r-4.4-noble)
mde_0.3.2.tgz(r-4.4-emscripten)mde_0.3.2.tgz(r-4.3-emscripten)
mde.pdf |mde.html✨
mde/json (API)
NEWS

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

Peer review:

Bug tracker:https://github.com/nelson-gon/mde/issues

On CRAN:

data-analysisdata-cleaningdata-explorationdata-sciencedatacleanerdatacleaningexploratory-data-analysismissingmissing-datamissing-value-treatmentmissing-valuesmissingnessomitrecodereplacestatistics

5.60 score 4 stars 33 scripts 262 downloads 24 exports 21 dependencies

Last updated 3 years agofrom:fa92e7eea6. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 13 2024
R-4.5-winOKOct 13 2024
R-4.5-linuxOKOct 13 2024
R-4.4-winOKOct 13 2024
R-4.4-macOKOct 13 2024
R-4.3-winOKOct 13 2024
R-4.3-macOKOct 13 2024

Exports:all_nacolumn_based_recodecustom_na_recodedict_recodedrop_all_nadrop_na_atdrop_na_ifdrop_row_ifget_na_countsget_na_meansna_countsna_summarypercent_missingpercent_narecode_as_narecode_as_na_forrecode_as_na_ifrecode_as_na_strrecode_as_valuerecode_helperrecode_na_asrecode_na_ifrecode_selectorssort_by_missingness

Dependencies:clicpp11dplyrfansigenericsgluelifecyclemagrittrpillarpkgconfigpurrrR6rlangstringistringrtibbletidyrtidyselectutf8vctrswithr

mde: Missing Data Explorer

Rendered frommde_vignette.rmdusingknitr::rmarkdownon Oct 13 2024.

Last update: 2021-11-15
Started: 2020-03-26

Exploring Missingness with mde

Rendered frommissingness.rmdusingknitr::rmarkdownon Oct 13 2024.

Last update: 2022-01-31
Started: 2021-04-13

Recoding to and from NA with mde

Rendered fromrecoding.rmdusingknitr::rmarkdownon Oct 13 2024.

Last update: 2022-01-31
Started: 2021-04-13