wooldridge
A textbook data package whose whole job is to stay installable, and whose releases prove how much work that is.
Comparison · Infra & APIs
EDAForge vs lintr
A side-by-side editorial comparison of EDAForge and lintr — release velocity, themes, recent moves, and the top alternatives to consider.
EDAForge vs lintr: at a glance
What is EDAForge?
EDAForge is a data-quality auditor renamed mid-flight, still finding its CRAN footing.
EDAForge's release feed shows a package changing identity between its first two tags. The v0.1.0 notes describe DataAudit, a data-quality auditing package built around audit_data(), reusable audit_rules() and audit_score(), with install instructions still pointing at vinodhpmd/DataAudit, while the repository now serves EDAForge. Only three tags exist, one of which is a bare compare link with no notes, and the most recent is a CRAN-policy cleanup rather than feature work.
What is lintr?
lintr makes the native pipe the default rule and clears out a decade of deprecations
lintr is the static analysis standard for R packages, and its 3.3.0 release does two things at once: it changes pipe_consistency_linter() to require the native pipe, following the Tidyverse Style Guide, and it completes a long deprecation program — six linters fully deprecated, several arguments defunct, and a batch of functions removed outright. The 3.1.x line before it was accuracy work and a maintainer handoff to Michael Chirico.
EDAForge vs lintr: editorial side-by-side
EDAForge
5.0INFRA · APIS
EDAForge is a data-quality auditor renamed mid-flight, still finding its CRAN footing.
◆ Current state
EDAForge's release feed shows a package changing identity between its first two tags. The v0.1.0 notes describe DataAudit, a data-quality auditing package built around audit_data(), reusable audit_rules() and audit_score(), with install instructions still pointing at vinodhpmd/DataAudit, while the repository now serves EDAForge. Only three tags exist, one of which is a bare compare link with no notes, and the most recent is a CRAN-policy cleanup rather than feature work.
◆ Where it's heading
The substance so far is all in the DataAudit-named 0.1.0: more than a dozen check families spanning missing values, duplicates, ranges, patterns, dependencies and grouped sequences, wrapped in a structured report object with print and summary methods. The 0.1.1 that follows removes a default output path, moves examples to tempdir() and adds an introductory vignette, which is the standard shape of a package being made acceptable to CRAN. The public identity is currently ahead of the release notes, so a reader arriving at the feed cannot tell from it what EDAForge does.
◆ Prediction
Expect the next tag to align the notes with the EDAForge name and add exploratory-analysis functions alongside the auditing core; the compliance pass in 0.1.1 points at a CRAN submission as the near-term goal.
lintr
0.0INFRA · APIS
lintr makes the native pipe the default rule and clears out a decade of deprecations
◆ Current state
lintr is the static analysis standard for R packages, and its 3.3.0 release does two things at once: it changes pipe_consistency_linter() to require the native pipe, following the Tidyverse Style Guide, and it completes a long deprecation program — six linters fully deprecated, several arguments defunct, and a batch of functions removed outright. The 3.1.x line before it was accuracy work and a maintainer handoff to Michael Chirico.
◆ Where it's heading
The package has been consolidating: overlapping linters renamed and merged, configuration validated up front, and an experimental R-script config offered as a possible replacement for the DCF format. Alongside that, a sustained campaign against false positives and false negatives in individual linters, which is where most contributor effort goes.
◆ Prediction
Expect the six warning-deprecated linters to be removed in the next release as announced, and continued movement on the R-script configuration format if feedback supports it.
Alternatives to EDAForge and lintr
Other Infra & APIs products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either EDAForge or lintr.
L1centrality
A graph-centrality package that spent 2026 making its existing measures usable at scale, then went quiet.
exametrika
A test-theory package that grew into a graphical-model toolkit, now spending its releases paying down the API debt that growth created.
nuggets
nuggets keeps compounding on the 2.0 rewrite — more pattern families, lighter install.
projoint
projoint spent a year on CRAN paperwork, then shipped a correctness fix it flagged itself.
eratosthenes
eratosthenes spends 0.1.0 hardening inputs rather than adding chronology methods.
See all EDAForge alternatives → · See all lintr alternatives →
Recent activity from EDAForge and lintr
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 18d agoEDAForgeCRAN-policy pass: no default write path, intro vignette
- 22d agoEDAForgeInitial release under the package's former name, DataAudit
- 27d agoEDAForgeEDAForge v0.1.0
- 8mo agolintrNative pipe required by default; six linters deprecated ⚡
- 2y agolintrFalse positive and negative fixes; new CRAN maintainer
- 2y agolintrExperimental R-script configs; up-front config validation
- 3y agolintrLinter renames for consistency; Super-Linter config discovery
- 3y agolintrTest no longer leaves cache files behind
- 3y agolintrfunction_argument_linter() added; seq_linter() covers dplyr and data.table
Frequently asked questions
What is the difference between EDAForge and lintr?
They serve adjacent needs but don't currently overlap on shipped themes. EDAForge is currently shipping more aggressively (velocity 5.0 vs 0.0), with 0 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is EDAForge better than lintr?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. EDAForge is currently shipping more aggressively (velocity 5.0 vs 0.0), with 0 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Infra & APIs products to evaluate alongside.
What are the best alternatives to EDAForge?
Top EDAForge alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "EDAForge alternatives" section above for the current picks, or visit /alternatives/edaforge for the full list with editorial commentary on each.
What are the best alternatives to lintr?
Top lintr alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "lintr alternatives" section above for the current picks, or visit /alternatives/lintr for the full list with editorial commentary on each.