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]

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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'))

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

Pkgdown site:https://harrison4192.github.io

On CRAN:

5.26 score 6 stars 1 packages 4 scripts 215 downloads 17 exports 143 dependencies

Last updated 6 days agofrom:fb00f4337f. Checks:1 OK, 8 ERROR. Indexed: yes.

Target	Result	Latest binary
Doc / Vignettes	OK	Mar 05 2025
R-4.5-win	ERROR	Mar 05 2025
R-4.5-mac	ERROR	Mar 05 2025
R-4.5-linux	ERROR	Mar 05 2025
R-4.4-win	ERROR	Mar 05 2025
R-4.4-mac	ERROR	Mar 05 2025
R-4.4-linux	ERROR	Mar 05 2025
R-4.3-win	ERROR	Mar 05 2025
R-4.3-mac	ERROR	Mar 05 2025

Exports:%>%choose_strlen co_find_in_both co_find_only_in_1 co_find_only_in_2 confirm_distinct confirm_mapping confirm_overlap confirm_strlen determine_distinct determine_mapping determine_overlap diagnose diagnose_category diagnose_missing diagnose_numeric view_missing

Dependencies:abind askpass backports badger base64enc BBmisc berryFunctions BiocManager bit bit64 bslib cachem cellranger checkmate cli clipr cluster colorspace commonmark cpp11 crayon credentials curl data.table desc digest dlstats dplyr evaluate fansi farver fastDummies fastmap flextable fontawesome fontBitstreamVera fontLiberation fontquiver forcats foreign formattable framecleaner fs gdtools generics gert ggplot2 gh gitcreds glue gtable gtools haven highr hms htmltools htmlwidgets httpuv httr2 ini isoband janitor jquerylib jsonlite knitr labeling later lattice lifecycle listviewer lubridate magrittr MASS Matrix memoise mgcv mime munsell nlme officer openssl openxlsx pillar pkgconfig presenter prettyunits progress promises purrr R.methodsS3 R.oo R.utils R6 ragg randomcoloR rappdirs RColorBrewer Rcpp readr readxl rematch rio rlang rlist rmarkdown rprojroot rstudioapi Rtsne rvcheck rvg sass scales shiny snakecase sourcetools stringi stringr sys systemfonts textshaping tibble tidyr tidyselect timechange tinytex tzdb usethis utf8 uuid V8 vctrs viridisLite vroom whisker withr writexl xfun XML xml2 xtable yaml yulab.utils zip

validata

Rendered fromvalidata.Rmdusingknitr::rmarkdownon Mar 05 2025.

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

Citation

Development and contributors

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