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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: 0.8.0
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://gcol33.r-universe.dev
repository-code: https://github.com/gcol33/joinspy
commit: bc3863eae61acb36021c9689a50c866dca037fb5
url: https://gillescolling.com/joinspy/
date-released: '2026-05-29'
contact:
- family-names: Colling
  given-names: Gilles
  email: gilles.colling051@gmail.com
  orcid: https://orcid.org/0000-0003-3070-6066