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joinspy  

Diagnostic Tools for Data Frame Joins
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("joinspy", "0.7.3")



Attach the package and use:
library("joinspy")
Maintained by
Gilles Colling
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-01-23
Latest Update: 2026-01-23
Description:
Provides diagnostic tools for understanding and debugging data frame joins. Analyzes key columns before joining to detect duplicates, mismatches, encoding issues, and other common problems. Explains unexpected row count changes and provides safe join wrappers with cardinality enforcement. Concepts and diagnostics build on tidy data principles as described in Wickham (2014) <doi:10.18637/jss.v059.i10>.
How to cite:
Gilles Colling (2026). joinspy: Diagnostic Tools for Data Frame Joins. R package version 0.7.3, https://cran.r-project.org/web/packages/joinspy. Accessed 26 Aug. 2026.
Previous versions and publish date:
(2026-07-09 07:50), 0.7.3 (2026-01-23 15:30), 0.8.0 (2026-03-31 11:20), 0.8.2 (2026-06-13 00:20)
Other packages that cited joinspy R package
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Complete documentation for joinspy
Functions, R codes and Examples using the joinspy R package
Full joinspy package functions and examples
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