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Comparison · Analytics
r2dii.plot vs remora
A side-by-side editorial comparison of r2dii.plot and remora — release velocity, themes, recent moves, and the top alternatives to consider.
Shared themes:r-package
r2dii.plot vs remora: at a glance
What is r2dii.plot?
PACTA's climate-alignment charting layer split prep from plotting, then settled into stable.
r2dii.plot renders the standard PACTA climate-alignment charts — trajectory, tech mix, emission intensity — as ggplot2 objects, paired with the 2DII colour palettes and theme. Since 0.4.0 the package has exposed a two-step pipeline where prep_*() shapes the data before plot_*() draws it, while qplot_*() remains the one-call convenience path. It declared itself stable in early 2025.
What is remora?
Australia's animal-tracking QC toolkit added a global 3-D ocean dataset, then spent two years absorbing upstream churn.
remora quality-controls acoustic telemetry detections from the IMOS Animal Tracking Facility and joins them to environmental data. Its capability surface settled with the 0.8-0 release, which added Bluelink reanalysis access and an interactive QC plot. Since then the work has been keeping data access fast and correct as the upstream providers change underneath it.
r2dii.plot vs remora: editorial side-by-side
r2dii.plot
0.0ANALYTICS
PACTA's climate-alignment charting layer split prep from plotting, then settled into stable.
◆ Current state
r2dii.plot renders the standard PACTA climate-alignment charts — trajectory, tech mix, emission intensity — as ggplot2 objects, paired with the 2DII colour palettes and theme. Since 0.4.0 the package has exposed a two-step pipeline where prep_*() shapes the data before plot_*() draws it, while qplot_*() remains the one-call convenience path. It declared itself stable in early 2025.
◆ Where it's heading
The package has been converging on a settled contract for years. Early releases chased visual polish and label handling, then 0.2.0 exposed the palette scales as reusable ggplot2 components, and 0.4.0 made the prepared data a first-class artefact rather than something hidden inside a plotting call. Recent releases are documentation and hygiene: a data_dictionary describing every column, definitions filled in, demo datasets renamed to say they are demos. It also moved organisations, from 2DII to RMI-PACTA, and its releases stay pinned to r2dii.analysis and to ggplot2's deprecation schedule.
◆ Prediction
With the lifecycle marked stable and the last two releases confined to dataset naming and documentation, the next release is most likely another ggplot2 compatibility pass or a sibling-package alignment rather than new chart types.
remora
0.0ANALYTICS
Australia's animal-tracking QC toolkit added a global 3-D ocean dataset, then spent two years absorbing upstream churn.
◆ Current state
remora quality-controls acoustic telemetry detections from the IMOS Animal Tracking Facility and joins them to environmental data. Its capability surface settled with the 0.8-0 release, which added Bluelink reanalysis access and an interactive QC plot. Since then the work has been keeping data access fast and correct as the upstream providers change underneath it.
◆ Where it's heading
The package's releases are paced by its dependencies rather than by feature ambition. The 2023 release had to survive the retirement of rgeos and rgdal — an ecosystem-wide deadline that forced every R spatial package to rebuild — and used the same release to add real capability. The 2025 release is entirely reactive in a different way, tracking an AODN metadata schema change that split one project-name field into two and swapping in tidync for faster environmental downloads. For a tool bound to a national data facility, schema changes at the source are the main release trigger.
◆ Prediction
Expect the next release to track further IMOS or AODN metadata changes and continue tuning environmental data access, since two consecutive releases have been driven by upstream schema and package retirements rather than new analysis features.
Alternatives to r2dii.plot and remora
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 r2dii.plot or remora.
secuTrialR
A Swiss clinical-trial data reader that surfaces once every couple of years to clear check notes.
flightsbr
Brazil's flight-data package keeps working around what ANAC publishes and when.
rolap
A star-schema modelling package grew a query language, a deployment path, and then a map layer.
kwb.db
A water-research lab's ODBC helper, still fighting Windows database drivers a decade in.
r2dii.match
PACTA's loan-book matcher opened up to sector taxonomies other than its own.
See all r2dii.plot alternatives → · See all remora alternatives →
Recent activity from r2dii.plot and remora
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1y agoremoraFaster environmental downloads and AODN metadata realignment
- 1y agor2dii.plotBundled datasets renamed to mark them as demos
- 1y agor2dii.plotColumn definitions added to the data dictionary
- 1y agor2dii.plotData dictionary lands and the package declares itself stable
- 2y agor2dii.plotr2dii.plot 0.4.0 ⚡
- 2y agoremoraremora 0.8-0 ⚡
- 3y agor2dii.plotPACTA colour palettes exposed as datasets after org move
- 4y agor2dii.plotTrajectory plots move to percentage scaling alongside r2dii.analysis
- 4y agoremoraInitial release of the remora package
Frequently asked questions
What is the difference between r2dii.plot and remora?
Both compete on the same themes — r-package — within Analytics. r2dii.plot and remora 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 r2dii.plot better than remora?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. r2dii.plot and remora 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 r2dii.plot?
Top r2dii.plot alternatives in Analytics are ranked by recent ship velocity. Browse the "r2dii.plot alternatives" section above for the current picks, or visit /alternatives/r2dii-plot for the full list with editorial commentary on each.
What are the best alternatives to remora?
Top remora alternatives in Analytics are ranked by recent ship velocity. Browse the "remora alternatives" section above for the current picks, or visit /alternatives/remora for the full list with editorial commentary on each.