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:
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_0.1.0.tgz(r-4.4-emscripten)validata_0.1.0.tgz(r-4.3-emscripten)
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')) |
Bug tracker:https://github.com/harrison4192/validata/issues
Last updated 2 months agofrom:63fa50f327. Checks:OK: 1 ERROR: 6. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Oct 12 2024 |
R-4.5-win | ERROR | Oct 12 2024 |
R-4.5-linux | ERROR | Oct 12 2024 |
R-4.4-win | ERROR | Oct 12 2024 |
R-4.4-mac | ERROR | Oct 12 2024 |
R-4.3-win | ERROR | Oct 12 2024 |
R-4.3-mac | ERROR | Oct 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
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Confirm Distinct | confirm_distinct |
Confirm structural mapping between 2 columns | confirm_mapping |
Confirm Overlap | confirm_overlap co_find_in_both co_find_only_in_1 co_find_only_in_2 |
confirm string length | choose_strlen confirm_strlen |
Automatically determine primary key | determine_distinct |
Determine pairwise structural mappings | determine_mapping |
Determine Overlap | determine_overlap |
diagnose | diagnose |
diagnose category | diagnose_category |
diagnose_missing | diagnose_missing |
diagnose_numeric | diagnose_numeric |
n_dupes | n_dupes |
view_missing | view_missing |