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joinspy

Diagnostic Tools for Data Frame Joins

v0.7.3 · Jan 23, 2026 · MIT + file LICENSE

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>.

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OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026

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Dependency Network

Dependencies Reverse dependencies cli rlang keyed joinspy

Version History

new 0.7.3 Mar 9, 2026