poppr
A population-genetics workhorse in long-term maintenance, shipping only what CRAN demands.
Comparison · Analytics
rgoogleads vs secuTrialR
A side-by-side editorial comparison of rgoogleads and secuTrialR — release velocity, themes, recent moves, and the top alternatives to consider.
Shared themes:r-packagemaintenance
rgoogleads vs secuTrialR: at a glance
What is rgoogleads?
A Google Ads API client for R that exists to stay one step ahead of deprecation.
rgoogleads gives R analysts access to the Google Ads API, and its release log is essentially a list of API versions cleared: v10, v11, v13, v14, v16. The last substantive code change was 0.9.2, which rebuilt gads_get_geo_targets() after Google started publishing its region reference as a zip archive instead of a plain CSV, forcing the function to download and unpack before reading.
What is secuTrialR?
A Swiss clinical-trial data reader that surfaces once every couple of years to clear check notes.
secuTrialR reads and prepares data exports from the secuTrial clinical data management system for analysis in R. Development is sporadic and maintenance-shaped: the 2025 release bundles six pull requests covering dependency breakage, quote handling in free text fields, a generalised URL builder and CRAN check notes. Its release notes are largely merge messages and submission records rather than descriptions of what changed.
rgoogleads vs secuTrialR: editorial side-by-side
rgoogleads
0.0ANALYTICS
A Google Ads API client for R that exists to stay one step ahead of deprecation.
◆ Current state
rgoogleads gives R analysts access to the Google Ads API, and its release log is essentially a list of API versions cleared: v10, v11, v13, v14, v16. The last substantive code change was 0.9.2, which rebuilt gads_get_geo_targets() after Google started publishing its region reference as a zip archive instead of a plain CSV, forcing the function to download and unpack before reading.
◆ Where it's heading
Development is reactive by design — the package changes when Google changes, and the notes rarely describe anything else. The deeper rework happened earlier, in 0.7.0, when request generation was centralised into gads_make_request() and gads_customer() was rewritten onto SearchStream after the old get method was retired. Since then the structure has held and releases have thinned to version bumps, with the most recent gap running over a year.
◆ Prediction
The next release will be a migration to a newer Google Ads API version, and on this history it will arrive when the current one nears sunset rather than on any schedule of the maintainer's own.
secuTrialR
0.0ANALYTICS
A Swiss clinical-trial data reader that surfaces once every couple of years to clear check notes.
◆ Current state
secuTrialR reads and prepares data exports from the secuTrial clinical data management system for analysis in R. Development is sporadic and maintenance-shaped: the 2025 release bundles six pull requests covering dependency breakage, quote handling in free text fields, a generalised URL builder and CRAN check notes. Its release notes are largely merge messages and submission records rather than descriptions of what changed.
◆ Where it's heading
The visible history has two distinct phases. The 2020 releases are a CRAN review loop — four submissions in two weeks, each note recording only the submission itself. After that the package goes quiet for years at a time, resurfacing when R or its dependencies break something. The one substantive thread is robustness against real-world export data, with the free-text quote fix as the clearest example. The 2025 release's own changelog spans 1.1.1 to 1.3.3, so several intermediate versions exist that this feed never showed.
◆ Prediction
Expect the next release when a dependency or CRAN check forces one, since that has triggered every release since 2020; the notes give no indication of planned feature work.
Alternatives to rgoogleads and secuTrialR
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 rgoogleads or secuTrialR.
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rfacebookstat
A Facebook Marketing API client for R whose release schedule belongs to Meta, not its author.
jmastats
A Japan Meteorological Agency client whose real product is keeping its bundled datasets current.
See all rgoogleads alternatives → · See all secuTrialR alternatives →
Recent activity from rgoogleads and secuTrialR
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1y agosecuTrialRQuote handling in free text and dependency fixes
- 2y agorgoogleadsMigration to Google Ads API v16
- 2y agorgoogleadsMigration to Google Ads API v14
- 3y agorgoogleadsGeo targets reference now downloaded and unzipped
- 3y agorgoogleadsRe-tag of the v13 migration, identical to 0.9.0
- 3y agorgoogleadsMigration to Google Ads API v13
- 3y agosecuTrialRCRAN check notes cleared
- 3y agosecuTrialRWarning added for overwritten variables
- 3y agorgoogleadsBroken AdWords migration links removed from vignettes
- 6y agosecuTrialRFourth CRAN submission, accepted
- 6y agosecuTrialRThird CRAN submission after review
- 6y agosecuTrialRSecond CRAN submission after review
Frequently asked questions
What is the difference between rgoogleads and secuTrialR?
Both compete on the same themes — r-package, maintenance — within Analytics. rgoogleads and secuTrialR 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 rgoogleads better than secuTrialR?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. rgoogleads and secuTrialR 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 rgoogleads?
Top rgoogleads alternatives in Analytics are ranked by recent ship velocity. Browse the "rgoogleads alternatives" section above for the current picks, or visit /alternatives/rgoogleads for the full list with editorial commentary on each.
What are the best alternatives to secuTrialR?
Top secuTrialR alternatives in Analytics are ranked by recent ship velocity. Browse the "secuTrialR alternatives" section above for the current picks, or visit /alternatives/secutrialr for the full list with editorial commentary on each.