metatools
SDTM supplemental-qualifier merging got sturdier, then the package went quiet for two years.
Comparison · Analytics
beautier vs random.cdisc.data
A side-by-side editorial comparison of beautier and random.cdisc.data — release velocity, themes, recent moves, and the top alternatives to consider.
beautier vs random.cdisc.data: at a glance
What is beautier?
A BEAST2 XML generator shipping releases CRAN can't accept because the CRAN team is on holiday.
beautier turns R code into BEAST2 phylogenetics XML input files. The three most recent releases landed over four days in August 2025 and are all explicitly marked pre-CRAN, held back because the CRAN team was on summer holiday. The substance sits in 2.6.13, which added tip-date file handling; the two after it are lint and bug fixes.
What is random.cdisc.data?
Synthetic CDISC data generation that has been quiet since early 2024.
random.cdisc.data generates synthetic CDISC-format clinical trial datasets, used across the insightsengineering and teal packages as test and demo data. The last substantive release, 0.3.15 in March 2024, made cached-data rebuilds incremental and corrected an ETHNIC factor level. Everything older in this feed is release automation.
beautier vs random.cdisc.data: editorial side-by-side
beautier
0.0ANALYTICS
A BEAST2 XML generator shipping releases CRAN can't accept because the CRAN team is on holiday.
◆ Current state
beautier turns R code into BEAST2 phylogenetics XML input files. The three most recent releases landed over four days in August 2025 and are all explicitly marked pre-CRAN, held back because the CRAN team was on summer holiday. The substance sits in 2.6.13, which added tip-date file handling; the two after it are lint and bug fixes.
◆ Where it's heading
Development is fine-grained and test-driven — releases are small, numbered in tight sequence, and reported against a fixed NEW FEATURES / MINOR IMPROVEMENTS / BUG FIXES / DEPRECATED template with 100% code coverage tracked as a line item. The recent work concentrates on validating user-supplied input files rather than expanding BEAST2 model coverage, which suggests the model surface is considered largely done and the remaining friction is in what users feed it.
◆ Prediction
The pre-CRAN backlog should be squashed into a single CRAN submission once the release window reopens; further work is most likely more input-file validation in the same check_/read_ family.
random.cdisc.data
0.0ANALYTICS
Synthetic CDISC data generation that has been quiet since early 2024.
◆ Current state
random.cdisc.data generates synthetic CDISC-format clinical trial datasets, used across the insightsengineering and teal packages as test and demo data. The last substantive release, 0.3.15 in March 2024, made cached-data rebuilds incremental and corrected an ETHNIC factor level. Everything older in this feed is release automation.
◆ Where it's heading
Activity has thinned to one real release in the visible window, surrounded by version bumps and workflow propagation. The 0.3.15 work is maintenance-shaped — dependency floors, a data typo, faster vignette rebuilds — which is what a fixture package looks like once downstream packages depend on its output staying unchanged.
◆ Prediction
Further releases are likely to stay corrective, since the package's value to teal and tern depends on its generated datasets remaining stable rather than growing.
Alternatives to beautier and random.cdisc.data
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 beautier or random.cdisc.data.
marquee
marquee is filling in the typographic details — outlines, border types, real font metrics for underlines.
logrx
A clinical-script logger that stopped shipping after its 0.2 line, changelogs made of merged PRs.
lobstr
R's object inspector is losing its view of the internals as CRAN closes off the private C API.
GSODR
A weather-station data client that broke one return type to hand back distances instead of bare IDs.
giscoR
giscoR's 1.0 moved its dataset index into the cache, so new Eurostat releases arrive without a package update.
See all beautier alternatives → · See all random.cdisc.data alternatives →
Recent activity from beautier and random.cdisc.data
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1y agobeautierInfinity and NA handling fixed for s parameters
- 1y agobeautierLint-only release, held back from CRAN
- 1y agobeautierTip-date file reading and validation added
- 2y agorandom.cdisc.dataIncremental cached-data rebuilds and an ETHNIC level fix
- 3y agorandom.cdisc.data2022_10_13
- 3y agorandom.cdisc.data2022_08_16
- 4y agorandom.cdisc.data2022_04_07
- 4y agorandom.cdisc.dataTESTING_DEPTH sets added to the generated data
- 4y agorandom.cdisc.dataTESTING_DEPTH sets added (duplicate pre-release tag)
Frequently asked questions
What is the difference between beautier and random.cdisc.data?
They serve adjacent needs but don't currently overlap on shipped themes. beautier and random.cdisc.data 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 beautier better than random.cdisc.data?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. beautier and random.cdisc.data 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 beautier?
Top beautier alternatives in Analytics are ranked by recent ship velocity. Browse the "beautier alternatives" section above for the current picks, or visit /alternatives/beautier for the full list with editorial commentary on each.
What are the best alternatives to random.cdisc.data?
Top random.cdisc.data alternatives in Analytics are ranked by recent ship velocity. Browse the "random.cdisc.data alternatives" section above for the current picks, or visit /alternatives/random-cdisc-data for the full list with editorial commentary on each.