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Comparison · Analytics
kwb.utils vs rfacebookstat
A side-by-side editorial comparison of kwb.utils and rfacebookstat — release velocity, themes, recent moves, and the top alternatives to consider.
Shared themes:r-package
kwb.utils vs rfacebookstat: at a glance
What is kwb.utils?
The utility layer under KWB's R packages, growing by accretion one helper at a time.
kwb.utils is the shared toolbox the KWB-R packages build on, and it grows almost entirely by addition. Every release in this window contributes new exported helpers — string and matrix manipulation, caching, file and path handling — while touching existing behaviour only to fix bugs or rename arguments. The newest release adds loadFunctions(), callWithData() and mergeEnvironments(), which extend it from data helpers into loading and calling code.
What is rfacebookstat?
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.
kwb.utils vs rfacebookstat: editorial side-by-side
kwb.utils
0.0ANALYTICS
The utility layer under KWB's R packages, growing by accretion one helper at a time.
◆ Current state
kwb.utils is the shared toolbox the KWB-R packages build on, and it grows almost entirely by addition. Every release in this window contributes new exported helpers — string and matrix manipulation, caching, file and path handling — while touching existing behaviour only to fix bugs or rename arguments. The newest release adds loadFunctions(), callWithData() and mergeEnvironments(), which extend it from data helpers into loading and calling code.
◆ Where it's heading
The package is consolidating utilities that would otherwise be duplicated across the KWB-R repositories, including functions moved in from sibling packages. Argument renames and deprecations appear regularly, so the API is not treated as frozen — callers are expected to track it. Release gaps have stretched from months to nearly two years, which suggests the useful surface is largely filled in and additions now arrive only as sibling packages need them.
◆ Prediction
The next release will most likely add another small batch of helpers extracted from a KWB project rather than reorganise what exists, following the pattern of every version shown.
rfacebookstat
0.0ANALYTICS
A Facebook Marketing API client for R whose release schedule belongs to Meta, not its author.
◆ Current state
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.
◆ Where it's heading
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.
◆ Prediction
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.
Alternatives to kwb.utils and rfacebookstat
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 kwb.utils or rfacebookstat.
accessibility
An urban accessibility toolkit that grew into a distributional-equity toolkit.
rgoogleads
A Google Ads API client for R that exists to stay one step ahead of deprecation.
varnish
The Carpentries' lesson skin, rebuilt on Bootstrap 5 with dark mode and a wider reach.
flextreat.hydrus1d
A project-bound modelling package that shipped its final scenario workflow and stopped.
jmastats
A Japan Meteorological Agency client whose real product is keeping its bundled datasets current.
See all kwb.utils alternatives → · See all rfacebookstat alternatives →
Recent activity from kwb.utils and rfacebookstat
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1y agokwb.utilsloadFunctions() and callWithData() extend the toolbox to code
- 1y agorfacebookstatMarketing API v20 support; attribution argument fix
- 2y agorfacebookstatUnified attribution settings option for marketing stats
- 3y agorfacebookstatRe-tag of the v16.0 migration, same notes as 2.9.0
- 3y agorfacebookstatMigration to Facebook Marketing API v16.0
- 3y agorfacebookstatMigration to Facebook Marketing API v15.0
- 3y agokwb.utilsTwelve new helpers for paths, warnings and extdata files
- 3y agorfacebookstatAccount spend caps exposed; vignettes restored
- 4y agokwb.utilsclipMatrix() added; extractRowRanges() reworked for vectors
- 5y agokwb.utilsCaching internals and encoding-aware line reading arrive
- 6y agokwb.utilsFourteen new functions; assignGlobally() deprecated
- 6y agokwb.utilslistToDepth() and six small string helpers
Frequently asked questions
What is the difference between kwb.utils and rfacebookstat?
Both compete on the same themes — r-package — within Analytics. kwb.utils and rfacebookstat 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 kwb.utils better than rfacebookstat?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. kwb.utils and rfacebookstat 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 kwb.utils?
Top kwb.utils alternatives in Analytics are ranked by recent ship velocity. Browse the "kwb.utils alternatives" section above for the current picks, or visit /alternatives/kwb-utils for the full list with editorial commentary on each.
What are the best alternatives to rfacebookstat?
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.