Other packages > Find by keyword >

dataverifyr  

A Lightweight, Flexible, and Fast Data Validation Package that Can Handle All Sizes of Data
View on CRAN: Click here


Download and install dataverifyr package within the R console
Install from CRAN:
install.packages("dataverifyr")

Install from Github:
library("remotes")
install_github("cran/dataverifyr")

Install by package version:
library("remotes")
install_version("dataverifyr", "0.1.11")



Attach the package and use:
library("dataverifyr")
Maintained by
David Zimmermann-Kollenda
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-04-25
Latest Update: 2024-01-10
Description:
Allows you to define rules which can be used to verify a given dataset. The package acts as a thin wrapper around more powerful data packages such as 'dplyr', 'data.table', 'arrow', and 'DBI' ('SQL'), which do the heavy lifting.
How to cite:
David Zimmermann-Kollenda (2023). dataverifyr: A Lightweight, Flexible, and Fast Data Validation Package that Can Handle All Sizes of Data. R package version 0.1.11, https://cran.r-project.org/web/packages/dataverifyr. Accessed 31 Oct. 2026.
Previous versions and publish date:
(2026-07-09 07:30), 0.1.4 (2023-04-25 19:40), 0.1.5 (2023-05-02 20:30), 0.1.8 (2024-01-10 13:43)
Other packages that cited dataverifyr R package
View dataverifyr citation profile
Other R packages that dataverifyr depends, imports, suggests or enhances
Complete documentation for dataverifyr
Functions, R codes and Examples using the dataverifyr R package
Some associated functions: bind_rules . check_data . dataverifyr_plus . detect_backend . filter_fails . plot_res . rule . ruleset . write_rules . 
Some associated R codes: check_data.R . filters.R . im-export.R . misc.R . rule.R . ruleset_construction.R . visualization.R . zzz.R .  Full dataverifyr package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

ExactCIdiff  
Inductive Confidence Intervals for the Difference Between Two Proportions
This is a package for exact Confidence Intervals for the difference between two independent or depen ...
Download / Learn more Package Citations See dependency  
rgl  
3D Visualization Using OpenGL
Provides medium to high level functions for 3D interactive graphics, including functions modelled o ...
Download / Learn more Package Citations See dependency  
exceedProb  
Confidence Intervals for Exceedance Probability
Computes confidence intervals for the exceedance probability of normally distributed estimators. Cur ...
Download / Learn more Package Citations See dependency  
distrMod  
Object Oriented Implementation of Probability Models
Implements S4 classes for probability models based on packages 'distr' and 'distrEx'. ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  

29,218

R Packages

247,686

Dependencies

77,531

Author Associations

29,219

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA