dtaudit: Audit and Diagnostic Tools for 'data.table' Workflows

2026 Dataset Open access

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Authors: Fernando Cordeiro
DOI: 10.32614/cran.package.dtaudit
Cited by: 0

Abstract

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.

Fields of Study & Subjects

Data Analysis with R Data Quality and Management Scientific Computing and Data Management

Publication details

Publication date
11 February 2026
Language
EN
Document type
Dataset