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dtaudit  

Audit and Diagnostic Tools for 'data.table' Workflows
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("dtaudit", "0.1.1")



Attach the package and use:
library("dtaudit")
Maintained by
Fernando Cordeiro
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-02-11
Latest Update: 2026-02-11
Description:
Diagnostic tools for auditing data analysis workflows built on 'data.table'. Provides functions to validate join operations, compare data.tables, filter with diagnostic output, summarize data quality, check primary keys and variable relationships, and diagnose string columns. Designed to help analysts understand and document data transformations.
How to cite:
Fernando Cordeiro (2026). dtaudit: Audit and Diagnostic Tools for 'data.table' Workflows. R package version 0.1.1, https://cran.r-project.org/web/packages/dtaudit. Accessed 08 Aug. 2026.
Previous versions and publish date:
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Complete documentation for dtaudit
Functions, R codes and Examples using the dtaudit R package
Full dtaudit package functions and examples
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