Package: validata 0.1.0

validata: Validate Data Frames

Functions for validating the structure and properties of data frames. Answers essential questions about a data set after initial import or modification. What are the unique or missing values? What columns form a primary key? What are the properties of the numeric or categorical columns? What kind of overlap or mapping exists between 2 columns?

Authors:Harrison Tietze [aut, cre]

validata_0.1.0.tar.gz
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validata_0.1.0.tgz(r-4.4-any)validata_0.1.0.tgz(r-4.3-any)
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validata.pdf |validata.html
validata/json (API)
NEWS

# Install 'validata' in R:
install.packages('validata', repos = c('https://harrison4192.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/harrison4192/validata/issues

Datasets:

    On CRAN:

    4.95 score 6 stars 1 packages 4 scripts 212 downloads 17 exports 143 dependencies

    Last updated 2 months agofrom:63fa50f327. Checks:OK: 1 ERROR: 6. Indexed: yes.

    TargetResultDate
    Doc / VignettesOKOct 12 2024
    R-4.5-winERROROct 12 2024
    R-4.5-linuxERROROct 12 2024
    R-4.4-winERROROct 12 2024
    R-4.4-macERROROct 12 2024
    R-4.3-winERROROct 12 2024
    R-4.3-macERROROct 12 2024

    Exports:%>%choose_strlenco_find_in_bothco_find_only_in_1co_find_only_in_2confirm_distinctconfirm_mappingconfirm_overlapconfirm_strlendetermine_distinctdetermine_mappingdetermine_overlapdiagnosediagnose_categorydiagnose_missingdiagnose_numericview_missing

    Dependencies:abindaskpassbackportsbadgerbase64encBBmiscberryFunctionsBiocManagerbitbit64bslibcachemcellrangercheckmateclicliprclustercolorspacecommonmarkcpp11crayoncredentialscurldata.tabledescdigestdlstatsdplyrevaluatefansifarverfastDummiesfastmapflextablefontawesomefontBitstreamVerafontLiberationfontquiverforcatsforeignformattableframecleanerfsgdtoolsgenericsgertggplot2ghgitcredsgluegtablegtoolshavenhighrhmshtmltoolshtmlwidgetshttpuvhttr2iniisobandjanitorjquerylibjsonliteknitrlabelinglaterlatticelifecyclelistviewerlubridatemagrittrMASSMatrixmemoisemgcvmimemunsellnlmeofficeropensslopenxlsxpillarpkgconfigpresenterprettyunitsprogresspromisespurrrR.methodsS3R.ooR.utilsR6raggrandomcoloRrappdirsRColorBrewerRcppreadrreadxlrematchriorlangrlistrmarkdownrprojrootrstudioapiRtsnervcheckrvgsassscalesshinysnakecasesourcetoolsstringistringrsyssystemfontstextshapingtibbletidyrtidyselecttimechangetinytextzdbusethisutf8uuidV8vctrsviridisLitevroomwhiskerwithrwritexlxfunXMLxml2xtableyamlyulab.utilszip

    validata

    Rendered fromvalidata.Rmdusingknitr::rmarkdownon Oct 12 2024.

    Last update: 2022-02-14
    Started: 2022-02-14

    Readme and manuals

    Help Manual

    Help pageTopics
    Confirm Distinctconfirm_distinct
    Confirm structural mapping between 2 columnsconfirm_mapping
    Confirm Overlapconfirm_overlap co_find_in_both co_find_only_in_1 co_find_only_in_2
    confirm string lengthchoose_strlen confirm_strlen
    Automatically determine primary keydetermine_distinct
    Determine pairwise structural mappingsdetermine_mapping
    Determine Overlapdetermine_overlap
    diagnosediagnose
    diagnose categorydiagnose_category
    diagnose_missingdiagnose_missing
    diagnose_numericdiagnose_numeric
    n_dupesn_dupes
    view_missingview_missing