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# CITATION file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
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cff-version: 1.2.0
message: 'To cite package "joinspy" in publications use:'
type: software
license: MIT
title: 'joinspy: Diagnostic Tools for Data Frame Joins'
version: 0.8.3
doi: 10.32614/CRAN.package.joinspy
abstract: 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) <https://doi.org/10.18637/jss.v059.i10>.
authors:
- family-names: Colling
  given-names: Gilles
  email: gilles.colling051@gmail.com
  orcid: https://orcid.org/0000-0003-3070-6066
repository: https://cran.r-universe.dev
repository-code: https://github.com/gcol33/joinspy
commit: 4b8b74a9d3d2ad90fe39c92dcd7983b457fba682
url: https://gillescolling.com/joinspy/
date-released: '2026-06-13'
contact:
- family-names: Colling
  given-names: Gilles
  email: gilles.colling051@gmail.com
  orcid: https://orcid.org/0000-0003-3070-6066