tidytlg
A tables-listings-graphs package that reached CRAN and then went quiet.
Comparison · Analytics
Tplyr vs wikitaxa
A side-by-side editorial comparison of Tplyr and wikitaxa — release velocity, themes, recent moves, and the top alternatives to consider.
Tplyr vs wikitaxa: at a glance
What is Tplyr?
Tplyr made clinical summary tables explain where every number came from.
Tplyr builds clinical summary tables through a layered grammar — count, descriptive statistics, and shift layers assembled onto a table object. The 1.0.0 release added a traceability metadata framework that lets a user ask which source rows produced any given cell, and later releases extended it to cases the first pass missed. The package is maintained by Atorus within the pharmaverse ecosystem.
What is wikitaxa?
A six-year silence broken by a dependency that CRAN deleted underneath it
wikitaxa is the rOpenSci client for pulling taxonomic records out of Wikipedia, Wikidata, Wikispecies and Wikicommons, and it has been feature-complete since 2017. The v0.5.0 release in February 2026 arrived after nearly six years of silence, and it exists because CRAN archived WikidataR — the library wikitaxa used to reach Wikidata. The fix routes those calls through WikipediR directly, which removes a third-party single point of failure from the package's dependency graph.
Tplyr vs wikitaxa: editorial side-by-side
Tplyr
0.0ANALYTICS
Tplyr made clinical summary tables explain where every number came from.
◆ Current state
Tplyr builds clinical summary tables through a layered grammar — count, descriptive statistics, and shift layers assembled onto a table object. The 1.0.0 release added a traceability metadata framework that lets a user ask which source rows produced any given cell, and later releases extended it to cases the first pass missed. The package is maintained by Atorus within the pharmaverse ecosystem.
◆ Where it's heading
Post-1.0 work has been about completing the metadata story and filling gaps in layer composition rather than adding table types — metadata for missing subjects, add_anti_join(), missing-subject rows, data limiting, and fixes to nested count layers where an inner value appears under several outer groups. Releases cluster tightly after a major version, then go quiet, and the window ends with a patch issued days after the release it corrects.
◆ Prediction
Further releases will most likely continue closing traceability and nested-layer edge cases rather than introducing new layer types, following the pattern of both post-1.0 feature releases.
wikitaxa
0.0ANALYTICS
A six-year silence broken by a dependency that CRAN deleted underneath it
◆ Current state
wikitaxa is the rOpenSci client for pulling taxonomic records out of Wikipedia, Wikidata, Wikispecies and Wikicommons, and it has been feature-complete since 2017. The v0.5.0 release in February 2026 arrived after nearly six years of silence, and it exists because CRAN archived WikidataR — the library wikitaxa used to reach Wikidata. The fix routes those calls through WikipediR directly, which removes a third-party single point of failure from the package's dependency graph.
◆ Where it's heading
Every release in this window is repair, not expansion: parser fixes for Wikicommons classification pages, common-name handling in the Wikispecies parser, and the Wikidata backend swap. The one functional addition across six entries is the `wiki` language parameter in v0.1.4. This is a package in maintenance-on-demand mode, where the trigger for a release is an upstream break rather than a roadmap.
◆ Prediction
Expect the next release to be reactive again — another upstream parser break or a CRAN policy notice — rather than new endpoints. Nothing in these entries indicates planned feature work.
Alternatives to Tplyr and wikitaxa
Other Analytics 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 Tplyr or wikitaxa.
rlistings
Clinical listings that keep inheriting their hardest problem — pagination — from the layer below.
hoardr
A cache-directory helper that has shipped nothing but CRAN-triggered patches for seven years.
gigs
gigs redesigned its whole conversion API for rOpenSci, then spent three releases getting the docs to build.
riem
A weather-data client that keeps rewriting its HTTP layer while slowly tightening its API.
datasetjson
datasetjson rebuilt its object model to track the CDISC Dataset-JSON 1.1 schema.
See all Tplyr alternatives → · See all wikitaxa alternatives →
Recent activity from Tplyr and wikitaxa
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 6mo agowikitaxaWikidata calls rerouted after CRAN archives WikidataR
- 2y agoTplyrMissing-subject metadata, add_anti_join(), and nested-layer fixes
- 3y agoTplyrMetadata vignette fix and parenthesis hugging
- 3y agoTplyrDenominator logic fix ahead of CRAN release
- 3y agoTplyrReverse-dependency fix
- 3y agoTplyr1.0.0 introduces the traceability metadata framework ⚡
- 6y agowikitaxaDocs cleanup and vignette rename
- 7y agowikitaxaHTTP request caching added to the test suite
- 8y agowikitaxaWikicommons classification parsing and error handling repaired
- 9y agowikitaxaWikipedia queries gain a language parameter
- 9y agowikitaxaFirst CRAN release
Frequently asked questions
What is the difference between Tplyr and wikitaxa?
They serve adjacent needs but don't currently overlap on shipped themes. Tplyr and wikitaxa are shipping at a similar cadence (velocity 0.0 vs 0.0, both within Sparkpulse's "active" band). See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Tplyr better than wikitaxa?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Tplyr and wikitaxa are shipping at a similar cadence (velocity 0.0 vs 0.0, both within Sparkpulse's "active" band). For your specific use case, the alternatives sections above list other Analytics products to evaluate alongside.
What are the best alternatives to Tplyr?
Top Tplyr alternatives in Analytics are ranked by recent ship velocity. Browse the "Tplyr alternatives" section above for the current picks, or visit /alternatives/tplyr for the full list with editorial commentary on each.
What are the best alternatives to wikitaxa?
Top wikitaxa alternatives in Analytics are ranked by recent ship velocity. Browse the "wikitaxa alternatives" section above for the current picks, or visit /alternatives/wikitaxa for the full list with editorial commentary on each.