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Comparison · Infra & APIs
openairmaps vs projoint
A side-by-side editorial comparison of openairmaps and projoint — release velocity, themes, recent moves, and the top alternatives to consider.
Shared themes:r-package
openairmaps vs projoint: at a glance
What is openairmaps?
The mapping half of the openair stack, currently dismantling its own static plotting in favour of the parent package.
openairmaps puts openair's air quality analysis onto interactive maps — polar markers on leaflet, trajectory paths and gridded trajectory levels, and popup construction from site metadata. It now requires openair 3.0.0 and R 4.1, and its polar markers are drawn by ggplot2 as a consequence, which brought a theme argument for customising them. The latest release turns off the automatic captions that openair 3.1.0 started adding, and points the remaining static trajectory functions at openair's own implementations.
What is projoint?
projoint spent a year on CRAN paperwork, then shipped a correctness fix it flagged itself.
projoint is an R package for analysing conjoint survey experiments, covering Qualtrics import, reshaping, and quantity-of-interest estimation with inter-rater reliability correction. Most of its release history is CRAN admission work — citation formats, DESCRIPTION fields, \value{} tags, vignette cleanups — with four tags backfilled within ninety seconds of each other on 15 July in non-monotonic version order, so neither tag order nor timestamps in this feed track the real sequence. The substantive releases are the ones fixing data-preparation bugs that silently corrupt estimates.
openairmaps vs projoint: editorial side-by-side
openairmaps
0.0INFRA · APIS
The mapping half of the openair stack, currently dismantling its own static plotting in favour of the parent package.
◆ Current state
openairmaps puts openair's air quality analysis onto interactive maps — polar markers on leaflet, trajectory paths and gridded trajectory levels, and popup construction from site metadata. It now requires openair 3.0.0 and R 4.1, and its polar markers are drawn by ggplot2 as a consequence, which brought a theme argument for customising them. The latest release turns off the automatic captions that openair 3.1.0 started adding, and points the remaining static trajectory functions at openair's own implementations.
◆ Where it's heading
This package follows rather than leads. The ggplot2 polar markers, the pipe change, and the R version floor all arrived because the parent package moved first, and the two now ship within hours of each other. The clearer local trend is contraction: the polarMapStatic() family has been removed outright, the static trajectory functions are now thin wrappers around openair equivalents with removal stated as the plan, and argument names keep being retired in favour of openair's. The package is narrowing toward the one thing openair does not do — interactive maps.
◆ Prediction
The static trajectory wrappers are explicitly flagged for removal, so the next significant release should drop them and leave the package purely interactive.
projoint
2.5INFRA · APIS
projoint spent a year on CRAN paperwork, then shipped a correctness fix it flagged itself.
◆ Current state
projoint is an R package for analysing conjoint survey experiments, covering Qualtrics import, reshaping, and quantity-of-interest estimation with inter-rater reliability correction. Most of its release history is CRAN admission work — citation formats, DESCRIPTION fields, \value{} tags, vignette cleanups — with four tags backfilled within ninety seconds of each other on 15 July in non-monotonic version order, so neither tag order nor timestamps in this feed track the real sequence. The substantive releases are the ones fixing data-preparation bugs that silently corrupt estimates.
◆ Where it's heading
The maintainer is hardening the path from raw Qualtrics export to estimate, which is where conjoint analysis quietly goes wrong. Three separate releases fix that path: dropped respondent-level weights in organize_data(), repeated-task reshaping in reshape_projoint(), and choice-to-profile mapping in 1.1.3. Each fix now arrives with regression tests and stricter validation rather than just a patch, and 1.1.3 adds an explicit .choice_map so the mapping is auditable instead of inferred.
◆ Prediction
Expect the validation-and-regression-test pattern to keep extending across the import path, with releases continuing to arrive in bursts around CRAN submission rather than on a cadence.
Alternatives to openairmaps and projoint
Other Infra & APIs 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 openairmaps or projoint.
WPML
WPML made machine translation the default, and its point releases keep chasing WordPress and page builders.
forestploter
A forest plot package that keeps handing users control of one more graphical detail.
ggInterval
Interval-valued data plotting, spending 2026 making its function names and examples survive CRAN.
rgm
A microbiome network model that got itself un-archived by deleting the dependency that killed it.
contagionchannels
Three releases in ten days, every one of them a CRAN reviewer's correction rather than a code change.
See all openairmaps alternatives → · See all projoint alternatives →
Recent activity from openairmaps and projoint
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 17d agoprojointExplicit .choice_map guards choice-to-profile mapping
- 1mo agoprojointCRAN submission housekeeping for DESCRIPTION and examples
- 1mo agoprojointCRAN formatting pass; minor make_projoint_data() fix
- 1mo agoprojointreshape_projoint() repeated-task bug fixed; validation tightened
- 1mo agoprojointCitation metadata updated with the CRAN DOI
- 3mo agoopenairmapsPolar map captions off by default; static trajectories delegate upstream
- 4mo agoopenairmapsRequires openair 3.0.0; polar markers move to ggplot2
- 5mo agoprojointorganize_data() no longer drops respondent-level weights
- 1y agoopenairmapsPairwise statistics on polar maps; separate size and linewidth controls
- 2y agoopenairmapsStatic maps rebuilt on ggspatial, removing the API key requirement
- 2y agoopenairmapsStatic plotting requires a user-supplied map after Stamen goes behind an API
Frequently asked questions
What is the difference between openairmaps and projoint?
Both compete on the same themes — r-package — within Infra & APIs. projoint is currently shipping more aggressively (velocity 2.5 vs 0.0), with 0 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is openairmaps better than projoint?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. projoint is currently shipping more aggressively (velocity 2.5 vs 0.0), with 0 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Infra & APIs products to evaluate alongside.
What are the best alternatives to openairmaps?
Top openairmaps alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "openairmaps alternatives" section above for the current picks, or visit /alternatives/openairmaps for the full list with editorial commentary on each.
What are the best alternatives to projoint?
Top projoint alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "projoint alternatives" section above for the current picks, or visit /alternatives/projoint for the full list with editorial commentary on each.