writexl
writexl spent nine years refusing to do formatting, then shipped all of it in 2.0.0.
Comparison · Analytics
comtradr vs rnaturalearth
A side-by-side editorial comparison of comtradr and rnaturalearth — release velocity, themes, recent moves, and the top alternatives to consider.
comtradr vs rnaturalearth: at a glance
What is comtradr?
comtradr's 1.0 line is a long tail of patches against a brittle UN trade API.
comtradr wraps the UN Comtrade API for international trade data in R, handling authentication, reference tables, caching and bulk downloads. The entire visible window is the 1.0 patch series: six releases, most of them repairs. The substantive additions are a variable-metadata reference table and automatic request splitting.
What is rnaturalearth?
rnaturalearth finished its sp exit and is now optimising how the data actually arrives.
1.0.0 ended sp support outright, making sf the default and offering terra's SpatVector via `returnclass`, after 0.3.3 had signposted that with lifecycle badges. The two releases since move to delivery mechanics: 1.1.0 reads data directly out of the zip through the GDAL Virtual File System, starts moving unloaded downloads to GeoPackage instead of shapefile, and switches the base URL to naciscdn.org; 1.2.0 adds caching to `ne_download()` when `destdir` is persistent, swaps devtools for pak when installing the companion data packages, and handles Natural Earth's inconsistent raster zip layouts.
comtradr vs rnaturalearth: editorial side-by-side
comtradr
2.5ANALYTICS
comtradr's 1.0 line is a long tail of patches against a brittle UN trade API.
◆ Current state
comtradr wraps the UN Comtrade API for international trade data in R, handling authentication, reference tables, caching and bulk downloads. The entire visible window is the 1.0 patch series: six releases, most of them repairs. The substantive additions are a variable-metadata reference table and automatic request splitting.
◆ Where it's heading
The work is defensive, shaped by the API's constraints rather than by a roadmap. The 1.0.6 fix is representative: Comtrade rejects URLs longer than about 2000 characters, so the package now detects that before the request and transparently splits and recombines it. Running alongside is steady dependency hygiene, most recently swapping poorman for dplyr ahead of a CRAN archival.
◆ Prediction
The release pattern points to more of the same, with error-message and edge-case repairs as users hit new API limits, rather than new endpoints.
rnaturalearth
0.0ANALYTICS
rnaturalearth finished its sp exit and is now optimising how the data actually arrives.
◆ Current state
1.0.0 ended sp support outright, making sf the default and offering terra's SpatVector via `returnclass`, after 0.3.3 had signposted that with lifecycle badges. The two releases since move to delivery mechanics: 1.1.0 reads data directly out of the zip through the GDAL Virtual File System, starts moving unloaded downloads to GeoPackage instead of shapefile, and switches the base URL to naciscdn.org; 1.2.0 adds caching to `ne_download()` when `destdir` is persistent, swaps devtools for pak when installing the companion data packages, and handles Natural Earth's inconsistent raster zip layouts.
◆ Where it's heading
With the class question settled, the work has shifted to not re-downloading and not unpacking — VFS reads, caching, and a container format that does not need a sidecar of four files. That points at the package being used in repeated or automated contexts rather than interactive one-offs. The shapefile-to-GeoPackage transition is explicitly incomplete.
◆ Prediction
Completing the GeoPackage transition for `load = FALSE` downloads is the obvious next step, since 1.1.0 described it as in progress.
Alternatives to comtradr and rnaturalearth
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 comtradr or rnaturalearth.
rgbif
rgbif is steadily pushing users off paged searching and onto real downloads.
rstanarm
rstanarm is community-maintained now, tracking Stan and lme4 rather than adding models.
taxa
taxa started a ground-up rewrite in 2021 and has published almost nothing since.
rotl
rotl's whole release history is keeping name matching honest against a moving taxonomy.
taxize
taxize spends its releases absorbing other people's API changes, one dead source at a time.
See all comtradr alternatives → · See all rnaturalearth alternatives →
Recent activity from comtradr and rnaturalearth
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 13d agocomtradrLong code lists split automatically to avoid HTTP 414 errors
- 6mo agornaturalearthrnaturalearth 1.2.0
- 8mo agocomtradravailable_variables reference table exposes API metadata
- 10mo agocomtradrISO alpha-2 codes added to reference tables
- 1y agornaturalearthrnaturalearth 1.1.0
- 1y agocomtradrPatch restores tidy_cols after a regression
- 1y agocomtradrFixes for tidy_cols argument and bulk small-file downloads
- 2y agocomtradrCache relocated to comply with CRAN policy
- 2y agornaturalearthrnaturalearth 1.0.0 drops sp for sf and terra
- 3y agornaturalearthrnaturalearth 0.3.3 deprecates sp, imports terra
Frequently asked questions
What is the difference between comtradr and rnaturalearth?
They serve adjacent needs but don't currently overlap on shipped themes. comtradr 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 comtradr better than rnaturalearth?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. comtradr 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 Analytics products to evaluate alongside.
What are the best alternatives to comtradr?
Top comtradr alternatives in Analytics are ranked by recent ship velocity. Browse the "comtradr alternatives" section above for the current picks, or visit /alternatives/comtradr for the full list with editorial commentary on each.
What are the best alternatives to rnaturalearth?
Top rnaturalearth alternatives in Analytics are ranked by recent ship velocity. Browse the "rnaturalearth alternatives" section above for the current picks, or visit /alternatives/rnaturalearth for the full list with editorial commentary on each.