poppr
A population-genetics workhorse in long-term maintenance, shipping only what CRAN demands.
A side-by-side editorial comparison of rfacebookstat and varnish — release velocity, themes, recent moves, and the top alternatives to consider.
A Facebook Marketing API client for R whose release schedule belongs to Meta, not its author.
rfacebookstat wraps the Facebook Marketing API for R analysts, and nearly every release is a migration to a newer API version — v14, v15, v16, v19, v20 all appear in this window. Feature work rides along with those migrations: fbGetAdAccounts() gained a spend_cap field, and fbGetMarketingStat() gained use_unified_attribution_setting, which switches results to the ad-set-level attribution settings and overrides the older account-level argument.
The Carpentries' lesson skin, rebuilt on Bootstrap 5 with dark mode and a wider reach.
varnish supplies the HTML and CSS styling for Carpentries lessons. The defining release in this window is 1.0.3, which moved the theme to Bootstrap 5.3.2, implemented dark mode, made analytics configurable and taught the all-in-one search to distinguish learner from instructor views. Since then the work has been consolidation: dark-mode bugs, Sass variables for fonts, per-carpentry favicons, and fonts that render Ukrainian lessons.
rfacebookstat wraps the Facebook Marketing API for R analysts, and nearly every release is a migration to a newer API version — v14, v15, v16, v19, v20 all appear in this window. Feature work rides along with those migrations: fbGetAdAccounts() gained a spend_cap field, and fbGetMarketingStat() gained use_unified_attribution_setting, which switches results to the ad-set-level attribution settings and overrides the older account-level argument.
The package's direction is set almost entirely by Meta's deprecation cycle, and the release notes read as a log of keeping up. The attribution work is the one strand with its own logic: an argument added in 2.10.0, then fixed in 2.12.1 when it turned out not to apply unless fetch_by was also used. Three versions cut within four and a half hours on one day in April 2023 show migrations being cleared in batches rather than steadily.
The next release will almost certainly be a migration to a newer Marketing API version, since that has triggered every version in this history; whether anything else ships with it depends on what Meta changes.
varnish supplies the HTML and CSS styling for Carpentries lessons. The defining release in this window is 1.0.3, which moved the theme to Bootstrap 5.3.2, implemented dark mode, made analytics configurable and taught the all-in-one search to distinguish learner from instructor views. Since then the work has been consolidation: dark-mode bugs, Sass variables for fonts, per-carpentry favicons, and fonts that render Ukrainian lessons.
The package is finishing a platform upgrade rather than starting something new — the Bootstrap 5 move created the dark-mode and CSS follow-ups that fill 1.0.4 and 1.0.5. It advances in lockstep with pegboard, the lesson parser: tabset panel support landed in both within a minute of each other, and the caution callout arrived the same way months later, so a new lesson element requires the pair to ship together. Contributors are numerous and largely first-time, so features track who shows up.
Expect further internationalisation and theming work — font and locale support is the one thread still opening rather than closing — most likely paired with a matching pegboard release if it touches lesson syntax.
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 rfacebookstat or varnish.
A population-genetics workhorse in long-term maintenance, shipping only what CRAN demands.
An urban accessibility toolkit that grew into a distributional-equity toolkit.
A Google Ads API client for R that exists to stay one step ahead of deprecation.
A project-bound modelling package that shipped its final scenario workflow and stopped.
A Japan Meteorological Agency client whose real product is keeping its bundled datasets current.
The utility layer under KWB's R packages, growing by accretion one helper at a time.
See all rfacebookstat alternatives → · See all varnish alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
Both compete on the same themes — r-package — within Analytics. rfacebookstat and varnish 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.
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. rfacebookstat and varnish 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.
Top rfacebookstat alternatives in Analytics are ranked by recent ship velocity. Browse the "rfacebookstat alternatives" section above for the current picks, or visit /alternatives/rfacebookstat for the full list with editorial commentary on each.
Top varnish alternatives in Analytics are ranked by recent ship velocity. Browse the "varnish alternatives" section above for the current picks, or visit /alternatives/varnish for the full list with editorial commentary on each.