DoseFinding
New stewardship at openpharma, then two releases adding the methods MCP-Mod was missing
Comparison · Analytics
pharmaverseadam vs textreuse
A side-by-side editorial comparison of pharmaverseadam and textreuse — release velocity, themes, recent moves, and the top alternatives to consider.
pharmaverseadam vs textreuse: at a glance
What is pharmaverseadam?
pharmaverseadam is the pharmaverse's test-data mirror, and it now covers neurology.
pharmaverseadam ships pre-built ADaM datasets generated by running the admiral family's own templates, so package authors and trainers have realistic analysis data without writing derivations first. The 1.3.0 release pulls in `ADAPET`, `ADTPET` and `ADNV` from admiralneuro and an anti-drug antibody dataset from admiral itself, and regenerates everything against current versions of seven upstream packages. Variables are now ordered and grouped to ADaM IG structure.
What is textreuse?
A dormant text-matching package revived, shipped as 1.0.0, and kept current with the tidyverse.
textreuse detects reused and quoted passages across document collections using minhash and locality-sensitive hashing, with local alignment for inspecting the matches it finds. After years of inactivity, the package reached a 1.0.0 CRAN release in May 2026 that folded accumulated feature work into one version — encoding control on corpus construction, deterministic skipped-document bookkeeping, and an align_local() that returns an empty alignment instead of erroring on non-matching texts. The 1.0.2 release since then is pure compatibility maintenance.
pharmaverseadam vs textreuse: editorial side-by-side
pharmaverseadam
0.0ANALYTICS
pharmaverseadam is the pharmaverse's test-data mirror, and it now covers neurology.
◆ Current state
pharmaverseadam ships pre-built ADaM datasets generated by running the admiral family's own templates, so package authors and trainers have realistic analysis data without writing derivations first. The 1.3.0 release pulls in `ADAPET`, `ADTPET` and `ADNV` from admiralneuro and an anti-drug antibody dataset from admiral itself, and regenerates everything against current versions of seven upstream packages. Variables are now ordered and grouped to ADaM IG structure.
◆ Where it's heading
Coverage tracks the pharmaverse's own therapeutic-area expansion with a lag of one release: pediatrics arrived in 1.1.0, metabolic in 1.2.0, neurology in 1.3.0. The other consistent thread is a slow move off development versions — 1.1.0 and 1.2.0 both had to pin unreleased upstream builds to get working templates, while 1.3.0 cites released versions throughout. Reorganising the reference page by therapeutic area is the same maturation showing up in documentation.
◆ Prediction
Expect the next release to follow the established pattern — a refresh against current upstream versions plus datasets from whichever admiral therapeutic-area package reaches a stable release next.
textreuse
2.5ANALYTICS
A dormant text-matching package revived, shipped as 1.0.0, and kept current with the tidyverse.
◆ Current state
textreuse detects reused and quoted passages across document collections using minhash and locality-sensitive hashing, with local alignment for inspecting the matches it finds. After years of inactivity, the package reached a 1.0.0 CRAN release in May 2026 that folded accumulated feature work into one version — encoding control on corpus construction, deterministic skipped-document bookkeeping, and an align_local() that returns an empty alignment instead of erroring on non-matching texts. The 1.0.2 release since then is pure compatibility maintenance.
◆ Where it's heading
The arc here is restoration rather than expansion. The work has gone into making the package survivable — silencing deprecated dplyr and tidyr selection and many-to-many join warnings, moving from dead Travis and AppVeyor configs to GitHub Actions, and validating across five R platform and version combinations. Release notes now lead with verification evidence rather than features, which is the signature of a maintainer stabilizing an inherited codebase.
◆ Prediction
Expect continued compatibility releases tracking tidyverse deprecations; nothing in these entries indicates new hashing or alignment capability is planned.
Alternatives to pharmaverseadam and textreuse
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 pharmaverseadam or textreuse.
webmockr
The stubbing library added httr2 support, then spent a year cutting itself free of everything else
crul
crul took mocking back from webmockr and made it a property of the client itself
dendroNetwork
Six releases, six identical bodies — the feed carries the package abstract instead of release notes
chattr
chattr deleted every LLM integration it had written and outsourced the lot to ellmer
cloudml
Six years since the last functional change, and Google renamed the service it wraps in the release before that
See all pharmaverseadam alternatives → · See all textreuse alternatives →
Recent activity from pharmaverseadam and textreuse
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 20d agotextreuseCompatibility pass for current dplyr and tidyr
- 3mo agotextreuseCRAN resubmission fixing a moved README URL
- 3mo agotextreuse1.0.0 consolidates years of accumulated feature work
- 5mo agopharmaverseadamNeurology and anti-drug antibody datasets added
- 11mo agopharmaverseadamMetabolic therapeutic area datasets arrive
- 1y agopharmaverseadamPediatric ADVS added in an ad-hoc refresh
- 2y agopharmaverseadam1.0 declares the dataset collection stable
- 2y agopharmaverseadamFirst release of the ADaM dataset collection
- 10y agotextreuseMinhashes split out from hashes in document objects
Frequently asked questions
What is the difference between pharmaverseadam and textreuse?
They serve adjacent needs but don't currently overlap on shipped themes. textreuse is currently shipping more aggressively (velocity 2.5 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 pharmaverseadam better than textreuse?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. textreuse is currently shipping more aggressively (velocity 2.5 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 Analytics products to evaluate alongside.
What are the best alternatives to pharmaverseadam?
Top pharmaverseadam alternatives in Analytics are ranked by recent ship velocity. Browse the "pharmaverseadam alternatives" section above for the current picks, or visit /alternatives/pharmaverseadam for the full list with editorial commentary on each.
What are the best alternatives to textreuse?
Top textreuse alternatives in Analytics are ranked by recent ship velocity. Browse the "textreuse alternatives" section above for the current picks, or visit /alternatives/textreuse for the full list with editorial commentary on each.