poppr
A population-genetics workhorse in long-term maintenance, shipping only what CRAN demands.
A side-by-side editorial comparison of edibble and verbalisr — release velocity, themes, recent moves, and the top alternatives to consider.
A grammar for experimental design that learned to compose designs and track its own provenance.
edibble expresses experimental designs declaratively — units, treatments, records and their allotments — rather than calling a canned design function. Since 1.0.0 its internals run on a Provenance object that records the commands used to build a design, and 1.1.0 added conditional treatments, design composition and a separated simulation step. Recent work has focused on designs constructed from existing data rather than from scratch.
Turns pedigree relationships into readable sentences, and is now tuning how those sentences read.
verbalisr describes the relationship between two people in a pedigree in plain language, and sits inside the pedsuite family alongside pedtools and ribd. The recent arc is about output control rather than new analysis: 0.6.0 added a simplify option for lineal and avuncular descriptions, 0.7.1 added abbreviate and collapse formatting arguments, and 0.7.2 made relationships with many paths noticeably faster.
edibble expresses experimental designs declaratively — units, treatments, records and their allotments — rather than calling a canned design function. Since 1.0.0 its internals run on a Provenance object that records the commands used to build a design, and 1.1.0 added conditional treatments, design composition and a separated simulation step. Recent work has focused on designs constructed from existing data rather than from scratch.
Development has moved from vocabulary to composition. Early releases established the core grammar; 1.0.0 replaced the internal R6 machinery with a Provenance object that tracks both internal and external commands, which is what lets a design carry its own construction history. On that foundation 1.1.0 added the ability to add two designs together, express conditional treatment structures, and split simulation specification from execution. The 2025 release turns toward a different entry point — wiring up level edges and unit attributes when an edibble object is built from data that already exists, rather than from a design declared up front.
Expect continued work on designs derived from existing data, since that is where the last release concentrated and it is the path least covered by the declarative grammar.
verbalisr describes the relationship between two people in a pedigree in plain language, and sits inside the pedsuite family alongside pedtools and ribd. The recent arc is about output control rather than new analysis: 0.6.0 added a simplify option for lineal and avuncular descriptions, 0.7.1 added abbreviate and collapse formatting arguments, and 0.7.2 made relationships with many paths noticeably faster.
The package has moved from getting the descriptions correct to making them presentable and cheap to compute. Every recent release pins a newer pedtools, so its version cadence is tied to the wider pedsuite rather than to demand from its own users. Path-heavy pedigrees were evidently the practical bottleneck, and the latest release addresses that directly.
Expect the next release to follow a pedtools or ribd bump, most likely with further formatting options rather than new relationship categories, since the description logic itself has been stable across the entries shown.
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 edibble or verbalisr.
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.
The Carpentries' lesson skin, rebuilt on Bootstrap 5 with dark mode and a wider reach.
A project-bound modelling package that shipped its final scenario workflow and stopped.
A Facebook Marketing API client for R whose release schedule belongs to Meta, not its author.
See all edibble alternatives → · See all verbalisr alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
Both compete on the same themes — r-package — within Analytics. edibble and verbalisr 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. edibble and verbalisr 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 edibble alternatives in Analytics are ranked by recent ship velocity. Browse the "edibble alternatives" section above for the current picks, or visit /alternatives/edibble for the full list with editorial commentary on each.
Top verbalisr alternatives in Analytics are ranked by recent ship velocity. Browse the "verbalisr alternatives" section above for the current picks, or visit /alternatives/verbalisr for the full list with editorial commentary on each.