Complementary Class

data.validator

A package for scalable and reproducible data validation.

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Creators Overview

Maintainer
Marcin Dubel
Contributors
Paweł Przytuła
Jakub Nowicki, Ph.D.
Krystian Igras

Validate your data and create nice reports straight from R.

It provides functions for validating datasets in %>% pipelines (validate_if, validate_cols and validate_rows), predicate functions from {assertr} package (like in_set, within_bounds, etc.) and functions for creating user-friendly reports that you can send to email, store in logs folder, or generate automatically with RStudio Connect.

Releases

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data.validator
Version:
0.2.1
Release date:
December 11, 2023
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data.validator
Version:
0.2.0
Release date:
May 8, 2023
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data.validator
Version:
0.1.6
Release date:
January 19, 2022
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data.validator
Version:
0.1.5
Release date:
March 2, 2021
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data.validator
Version:
0.1.4
Release date:
March 1, 2021
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Blogposts

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Exploring the Top 5 pharmaverse Packages
This blog explores the top 5 popular pharmaverse packages for clinical reporting featuring {rtables}, {admiral}, {teal}, {riskmetric}, and {tidyCDISC} for improving data analysis and to ensure compliance.
Gift Kenneth
August 28, 2024
Simplifying Clinical Data Dashboards with {teal} and {pharmaverseadam}
Learn how to quickly develop interactive and reproducible clinical data dashboards using {teal} and {pharmaverseadam}.
Pavel Demin
August 19, 2024
Unveiling Bottlenecks: A Guide to Profiling R and R Shiny Code
Learn how to profile R and Shiny code to boost performance. Discover tools, techniques, and tips to optimize your Shiny applications for a smoother user experience.
Harsh Verma
August 6, 2024
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