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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Tapyr 0.2 Update: Package Management with uv and Shiny for Python Testing API
Discover Tapyr 0.2’s new package management with uv and Shiny for Python testing API, enhancing deployment and performance.
Piotr Pasza Storożenko
October 28, 2024
A Guide to Validating R (Shiny) Applications in Pharma
A Guide to Validating R (Shiny) Applications in Pharma
Learn how to validate R Shiny apps in pharma, following FDA and GxP guidelines for compliance, performance, and security.
Gift Kenneth
October 11, 2024
A Guide to R Package Validation in Pharma
Learn how to validate R packages for GxP compliance in pharma. Ensure accuracy, reproducibility, and regulatory adherence with our step-by-step guide.
Gift Kenneth
October 3, 2024
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