tidytlg
A tables-listings-graphs package that reached CRAN and then went quiet.
Comparison · Analytics
geotargets vs USAboundaries
A side-by-side editorial comparison of geotargets and USAboundaries — release velocity, themes, recent moves, and the top alternatives to consider.
Shared themes:geospatial
geotargets vs USAboundaries: at a glance
What is geotargets?
Geospatial targets grew from two raster helpers into a tiling and multi-backend pipeline layer.
geotargets extends the targets pipeline framework with target factories that know how to serialise geospatial objects — terra rasters and vectors, stars arrays, raster collections, and VRT references. It completed rOpenSci review and transferred ownership during 0.3.0. Writing behaviour is now configurable through per-target arguments and package-level options.
What is USAboundaries?
Seven years dormant, then two releases dragging every census boundary from 2020 to 2024
USAboundaries supplies contemporary and historical US boundary data — states, counties, congressional districts, cities, ZIP code tabulation areas — as sf objects, with the bulk data held in a companion USAboundariesData package. After a gap running from 2018 to late 2025, two releases a month apart refreshed the contemporary census vintage from 2020 to 2024: 0.5.0 covered everything except states, and 0.5.1 finished the job.
geotargets vs USAboundaries: editorial side-by-side
geotargets
0.0ANALYTICS
Geospatial targets grew from two raster helpers into a tiling and multi-backend pipeline layer.
◆ Current state
geotargets extends the targets pipeline framework with target factories that know how to serialise geospatial objects — terra rasters and vectors, stars arrays, raster collections, and VRT references. It completed rOpenSci review and transferred ownership during 0.3.0. Writing behaviour is now configurable through per-target arguments and package-level options.
◆ Where it's heading
The arc runs from 'targets can hold a SpatRaster' to 'targets can hold a tiled, dynamically branched raster workflow with controlled datatype and driver.' Recent work is about giving users control over how objects hit disk — datatype, driver, metadata sidecars, pass-through arguments to the underlying writers — which is where correctness problems in geospatial pipelines actually live. External contributors are driving a visible share of it.
◆ Prediction
Expect continued work on write-path fidelity and format coverage rather than new target types, since the last two releases both resolved metadata and driver defaults that were silently losing information.
USAboundaries
0.0ANALYTICS
Seven years dormant, then two releases dragging every census boundary from 2020 to 2024
◆ Current state
USAboundaries supplies contemporary and historical US boundary data — states, counties, congressional districts, cities, ZIP code tabulation areas — as sf objects, with the bulk data held in a companion USAboundariesData package. After a gap running from 2018 to late 2025, two releases a month apart refreshed the contemporary census vintage from 2020 to 2024: 0.5.0 covered everything except states, and 0.5.1 finished the job.
◆ Where it's heading
For a data package the release cycle is the data vintage, and the 0.3.0 split into a separate data package was designed precisely so those refreshes would not require a code release. That the 2024 update still arrived as two package versions seven years later says the mechanism is being used sparingly. Nothing in the feed shows work on the API itself since us_cities() gained an sf return type and a states argument in 2018.
◆ Prediction
The next release is most likely another vintage refresh when the census data moves again, rather than new geographies or functions. The split of 0.5.0 and 0.5.1 suggests state boundaries are handled on a separate path from the rest and may lag again.
Alternatives to geotargets and USAboundaries
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 geotargets or USAboundaries.
Tplyr
Tplyr made clinical summary tables explain where every number came from.
rlistings
Clinical listings that keep inheriting their hardest problem — pagination — from the layer below.
hoardr
A cache-directory helper that has shipped nothing but CRAN-triggered patches for seven years.
gigs
gigs redesigned its whole conversion API for rOpenSci, then spent three releases getting the docs to build.
riem
A weather-data client that keeps rewriting its HTTP layer while slowly tightening its API.
See all geotargets alternatives → · See all USAboundaries alternatives →
Recent activity from geotargets and USAboundaries
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 9mo agoUSAboundariesState boundaries updated to the 2024 census vintage
- 10mo agoUSAboundariesCensus data refreshed to 2024, states excepted
- 1y agogeotargetsGuards sozip metadata option against GDAL below 3.7
- 1y agogeotargetsVRT targets, datatype control, and GPKG default for vectors
- 1y agogeotargetsstars backend and dynamically branched raster tiles ⚡
- 2y agogeotargetsFirst release: raster, vector, and collection targets
- 8y agoUSAboundariesus_cities() returns sf and gains a states argument
- 9y agoUSAboundariesData split into a companion package; all boundaries become sf ⚡
- 9y agoUSAboundariesContemporary state, county and district boundaries added
Frequently asked questions
What is the difference between geotargets and USAboundaries?
Both compete on the same themes — geospatial — within Analytics. geotargets and USAboundaries 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 geotargets better than USAboundaries?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. geotargets and USAboundaries 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 geotargets?
Top geotargets alternatives in Analytics are ranked by recent ship velocity. Browse the "geotargets alternatives" section above for the current picks, or visit /alternatives/geotargets for the full list with editorial commentary on each.
What are the best alternatives to USAboundaries?
Top USAboundaries alternatives in Analytics are ranked by recent ship velocity. Browse the "USAboundaries alternatives" section above for the current picks, or visit /alternatives/usaboundaries for the full list with editorial commentary on each.