Package: mde 0.3.3

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_0.3.3.tar.gz
mde_0.3.3.zip(r-4.7)mde_0.3.3.zip(r-4.6)mde_0.3.3.zip(r-4.5)
mde_0.3.3.tgz(r-4.6-any)mde_0.3.3.tgz(r-4.5-any)
mde_0.3.3.tar.gz(r-4.7-any)mde_0.3.3.tar.gz(r-4.6-any)
mde_0.3.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
mde/json (API)

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

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

On CRAN:

Conda:

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

5.74 score 5 stars 37 scripts 331 downloads 24 exports 20 dependencies

Last updated from:6697ef390b. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK135
source / vignettesOK180
linux-release-x86_64OK130
macos-release-arm64OK110
macos-oldrel-arm64OK78
windows-develOK93
windows-releaseOK102
windows-oldrelOK69
wasm-releaseOK110

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:clicpp11dplyrgenericsgluelifecyclemagrittrpillarpkgconfigpurrrR6rlangstringistringrtibbletidyrtidyselectutf8vctrswithr

Exploring Missingness with mde
Rendered frommissingness.rmdusingknitr::rmarkdown

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

Recoding to and from NA with mde
Recoding as NA | Recoding NA as | Dropping Missing Values | General Recoding
Rendered fromrecoding.rmdusingknitr::rmarkdown

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

mde: Missing Data Explorer
Exploring missingness | Recoding as NA | Recoding NA as | Dropping NAs
Rendered frommde_vignette.rmdusingknitr::rmarkdown

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