Visually compare distributions in data sets

R package to simplify the usage of the RDS REST API and provide convenience in accessing data and metadata.

Data validation R package for Intermountain Bird Observatory (2018-19 build)

Quantium Data Analytics Virtual Experience Program_Task-1

An automated data validation system for handgrip strength research, streamlining the processing and verification of measurement data across multiple Excel files.

My lightning talk about data validation at the Barcelona R User Group

A principled approach to metadata in R for your dataset.

Design-by-contract: verify your function inputs and outputs. Includes a large number of generated verifcation functions for convenience.

Example GitHub actions applicable to a variety of researchers for a workshop

Tidy validation and unit tesing package for data transformation

Provides a set of functions to help validate data expectations

R package based on "Column Names as Contracts" blog post (https://emilyriederer.netlify.app/post/column-name-contracts/)

Intuitive Unit Testing Tools for Data Manipulation

A runtime type system for R; interfaces, enums, typed data.frames/data.tables and functions. CRAN

Functional input validation to make R functions more readable and robust

Dataset shift with outlier scores

Tutorials to learn reading, cleaning and validating case data, and converting line list data to incidence for visualizing epidemic curves.

Data quality assessment and metadata reporting for data frames and database tables