edibble
A grammar for experimental design that learned to compose designs and track its own provenance.
A side-by-side editorial comparison of rolap and unhcrthemes — release velocity, themes, recent moves, and the top alternatives to consider.
A star-schema modelling package grew a query language, a deployment path, and then a map layer.
rolap builds dimensional models — star databases and constellations — from flat tables inside R. Over 2023 it acquired a multidimensional query interface, the ability to deploy models into relational databases, incremental refresh, and geographic layers exportable as GeoPackage. Since early 2024 it has been quiet, with the only 2025 release removing a test that clashed with another package.
UNHCR's chart theme re-based itself on a new house standard, then lost its font pipeline to CRAN attrition.
unhcrthemes supplies theme_unhcr() and the agency's official palettes to ggplot2 users, making it the mechanism by which UNHCR's visual standards reach analysts' charts. The 2025 releases realigned the theme and palettes to the revised UNHCR Data Visualization Guidelines and then stripped out the extrafont dependency. Lato is now imported through systemfonts only.
rolap builds dimensional models — star databases and constellations — from flat tables inside R. Over 2023 it acquired a multidimensional query interface, the ability to deploy models into relational databases, incremental refresh, and geographic layers exportable as GeoPackage. Since early 2024 it has been quiet, with the only 2025 release removing a test that clashed with another package.
The 2023 releases trace a deliberate progression from modelling to operating: first a common data model and flat table class, then role-playing dimensions, then incremental refresh, then querying and deployment, then geography, then slowly changing dimensions. That is essentially the feature checklist of a data warehouse, assembled in about six months and documented with a vignette at each step. The pace since has dropped to almost nothing, which reads as a project that reached its intended scope rather than one that stalled.
Given eighteen months in which the only release was a test removal, the next release is more likely to be maintenance than another warehouse feature — though the entries give no clear signal either way.
unhcrthemes supplies theme_unhcr() and the agency's official palettes to ggplot2 users, making it the mechanism by which UNHCR's visual standards reach analysts' charts. The 2025 releases realigned the theme and palettes to the revised UNHCR Data Visualization Guidelines and then stripped out the extrafont dependency. Lato is now imported through systemfonts only.
Two different forces drive this package. The first is institutional: when the agency published 2025 guidelines, the package followed within months, updating text and gridline colours, revising existing palettes and adding new categorical, sequential and diverging ramps, with older colours flagged for eventual removal. The second is defensive — the font stack was rebuilt not by choice but because Rttf2pt1 is leaving CRAN, and the honest release note concedes the cost: embedding the official Lato font in PDFs is no longer possible. A deprecation of the older palettes is already announced.
The announced phase-out of deprecated colours is the most likely next release, since the 0.7.0 notes commit to it explicitly; any further font work depends on what systemfonts can offer for PDF embedding.
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 rolap or unhcrthemes.
A grammar for experimental design that learned to compose designs and track its own provenance.
A Swiss clinical-trial data reader that surfaces once every couple of years to clear check notes.
Brazil's flight-data package keeps working around what ANAC publishes and when.
A water-research lab's ODBC helper, still fighting Windows database drivers a decade in.
PACTA's loan-book matcher opened up to sector taxonomies other than its own.
PACTA's climate-alignment charting layer split prep from plotting, then settled into stable.
See all rolap alternatives → · See all unhcrthemes alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
Both compete on the same themes — r-package — within Analytics. rolap and unhcrthemes 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. rolap and unhcrthemes 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 rolap alternatives in Analytics are ranked by recent ship velocity. Browse the "rolap alternatives" section above for the current picks, or visit /alternatives/rolap for the full list with editorial commentary on each.
Top unhcrthemes alternatives in Analytics are ranked by recent ship velocity. Browse the "unhcrthemes alternatives" section above for the current picks, or visit /alternatives/unhcrthemes for the full list with editorial commentary on each.