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Comparison · Infra & APIs
hereR vs pivottabler
A side-by-side editorial comparison of hereR and pivottabler — release velocity, themes, recent moves, and the top alternatives to consider.
Shared themes:r-package
hereR vs pivottabler: at a glance
What is hereR?
An R client for HERE's location APIs, shaped almost entirely by what the vendor exposes next.
hereR wraps HERE's routing, isoline, traffic, weather and geocoding endpoints for R, returning sf objects. Development is steady and reactive: each release either adopts a transport mode, parameter or API version HERE has newly made available, or corrects a rate limit that was producing 429 errors in practice. The current release adds speed-limit control and five more isoline transport modes.
What is pivottabler?
The pivot table package that ships only when R itself changes underneath it.
pivottabler builds pivot tables in R and renders them to HTML, LaTeX and Excel, with Word, PowerPoint and PDF reachable through its sibling basictabler and flextable. The feature work finished years ago — the last substantial additions were the outline layout and the enhancement batches of 2020. Since then the release stream tracks R's own release notes rather than any roadmap of its own.
hereR vs pivottabler: editorial side-by-side
hereR
0.0INFRA · APIS
An R client for HERE's location APIs, shaped almost entirely by what the vendor exposes next.
◆ Current state
hereR wraps HERE's routing, isoline, traffic, weather and geocoding endpoints for R, returning sf objects. Development is steady and reactive: each release either adopts a transport mode, parameter or API version HERE has newly made available, or corrects a rate limit that was producing 429 errors in practice. The current release adds speed-limit control and five more isoline transport modes.
◆ Where it's heading
Two threads run through the whole history. One is coverage — new modes, tolls and currency, arrival times, speed limits — arriving in the package shortly after they appear in HERE's API. The other is defensive operational tuning, with request rates repeatedly lowered below HERE's documented limits because the documented limits do not hold up. 1.0.0 was the one moment the package had to move rather than choose, migrating traffic to v7 and weather to v3 and breaking three functions' output in the process.
◆ Prediction
Expect the next release to enable whatever HERE exposes next in routing or isolines, and to keep adjusting request rates empirically; the package's own design appears settled.
pivottabler
0.0INFRA · APIS
The pivot table package that ships only when R itself changes underneath it.
◆ Current state
pivottabler builds pivot tables in R and renders them to HTML, LaTeX and Excel, with Word, PowerPoint and PDF reachable through its sibling basictabler and flextable. The feature work finished years ago — the last substantial additions were the outline layout and the enhancement batches of 2020. Since then the release stream tracks R's own release notes rather than any roadmap of its own.
◆ Where it's heading
Three of the last four releases exist because base R changed: is.atomic(NULL) in 4.4.0, match() and %in% on date types in 4.3.0, stringsAsFactors in 4.1.0. The one genuine feature in that stretch, lowN and highN in findCells(), is a convenience on top of machinery that already existed. The package and basictabler move as a pair — the 2021 Excel fix was shipped from both sides two minutes apart, and both got their CRAN-notes release on the same afternoon in April 2025.
◆ Prediction
Expect the next release to be triggered by another base R change or a CRAN check, not by a feature; the pairing with basictabler means it will likely arrive within minutes of its sibling's.
Alternatives to hereR and pivottabler
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 hereR or pivottabler.
NGINX
nginx returns to feature work with PROXY v2 upstream writes, and quietly adds JSON to core.
ESPHome
ESPHome closes the 2026.8 cycle, but the release body is a bare link to the real notes.
vcfR
A genomics workhorse whose visible release feed stops dead in mid-2020.
dialr
The R phone-number package stopped only parsing numbers and started asking them where they are.
ggVennDiagram
A Venn diagram package whose public release notes say almost nothing — including about its copyright cleanup.
See all hereR alternatives → · See all pivottabler alternatives →
Recent activity from hereR and pivottabler
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1y agopivottablerCRAN note fixes, shipped alongside basictabler
- 1y agohereRSpeed limits and five more isoline transport modes
- 1y agohereRPedestrian consumption model dropped; route request rate lowered
- 2y agopivottablerSource fixes for R 4.4.0's is.atomic(NULL) change
- 2y agohereRTraffic v7 and Weather v3 migration breaks three functions
- 3y agohereRResubmission after CRAN archival over an undeliverable email
- 3y agopivottablerfindCells gains top-N and bottom-N selection by cell value
- 4y agohereRToll costs and currency selection arrive in routing
- 4y agohereRArrival-time routing enabled; failed requests report their endpoint
- 5y agopivottablerv1.5.3: New export options
- 5y agopivottablerv1.5.2: Bug fix for export to Excel via basictabler table
- 5y agopivottablerMaintenance for the R 4.1 stringsAsFactors deprecation
Frequently asked questions
What is the difference between hereR and pivottabler?
Both compete on the same themes — r-package — within Infra & APIs. hereR and pivottabler 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 hereR better than pivottabler?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. hereR and pivottabler 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 Infra & APIs products to evaluate alongside.
What are the best alternatives to hereR?
Top hereR alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "hereR alternatives" section above for the current picks, or visit /alternatives/herer for the full list with editorial commentary on each.
What are the best alternatives to pivottabler?
Top pivottabler alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "pivottabler alternatives" section above for the current picks, or visit /alternatives/pivottabler for the full list with editorial commentary on each.