DescTools: A Consolidated R Package for Descriptive Statistics and Reporting

DescTools is a collection of miscellaneous basic statistic functions and convenience wrappers for efficiently describing data, created by Andri Signorell. The package aims to facilitate the initial descriptive tasks in data analysis, including calculating statistics, drawing graphical summaries, and reporting results. It consolidates functions scattered across other R packages into one toolbox with a consistent interface for naming, NA handling, and recycling rules.

Use Cases

• Calculate descriptive statistics based on the package's core function collection.
• Generate graphical summaries for data exploration based on the described drawing capabilities.
• Produce reports in MS Word or PowerPoint formats based on the included document creation functions.
• Import data from Excel files for analysis based on the described import functionality.
• Standardize statistical workflow using a consolidated interface for naming and argument handling.

Strengths

• Consolidates functions from many contributed R packages into a single toolbox.
• Provides a common and consistent interface for function naming and argument handling.
• Includes functions for generating reports in common office software formats.

Limitations

• Row count and dataset scale are unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• Last update date is unknown; freshness unverified.

Provenance

Source

Andri Signorell

Collection Method

Collection and consolidation of functions from other R packages.

Time Range

Temporal coverage is unknown.

Freshness

Last updated date is unknown.

Geography

Spatial coverage is unknown.