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
validata_0.1.0.zip(r-4.6)validata_0.1.0.zip(r-4.5)
validata_0.1.0.tgz(r-4.6-any)validata_0.1.0.tgz(r-4.5-any)
validata_0.1.0.tar.gz(r-4.6-any)validata_0.1.0.tar.gz(r-4.5-any)
validata_0.1.0.tgz(r-4.5-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

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

On CRAN:

4.95 score 6 stars 1 packages 5 scripts 400 downloads 20 exports 113 dependencies

Last updated from:24fdb1e7e8. Checks:6 NOTE, 2 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	NOTE	167
source / vignettes	OK	225
linux-release-x86_64	NOTE	142
macos-devel-arm64	NOTE	112
macos-release-arm64	NOTE	82
windows-devel	NOTE	89
windows-release	NOTE	93
wasm-release	OK	135

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 mode_fn mode_pct top_n_vals view_missing

Dependencies:askpass badger base64enc BiocManager bit bit64 bslib cachem cellranger cli clipr commonmark cpp11 crayon credentials curl data.table desc digest dlstats dplyr evaluate farver fastDummies fastmap fontawesome forcats foreign framecleaner fs generics gert ggplot2 gh gitcreds glue gtable gtools haven highr hms htmltools htmlwidgets httpuv httr2 ini isoband janitor jquerylib jsonlite knitr labeling later lifecycle listviewer lubridate magrittr memoise mime openssl otel pillar pkgconfig prettyunits progress promises purrr R.methodsS3 R.oo R.utils R6 rappdirs RColorBrewer Rcpp readr readxl rematch rio rlang rlist rmarkdown rprojroot rstudioapi rvcheck S7 sass scales shiny snakecase sourcetools stringi stringr sys tibble tidyr tidyselect timechange tinytex tzdb usethis utf8 vctrs viridisLite vroom whisker withr writexl xfun XML xtable yaml yulab.utils zip

validata

Rendered fromvalidata.Rmdusingknitr::rmarkdownon Mar 27 2026.

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
statistical mode	mode_fn
mode with %	mode_pct
n_dupes	n_dupes
top n vals	top_n_vals
view_missing	view_missing