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ArchR vs ggdemetra

A side-by-side editorial comparison of ArchR and ggdemetra — release velocity, themes, recent moves, and the top alternatives to consider.

ArchR vs ggdemetra: at a glance

FeatureArchRggdemetra
SectorAnalyticsAnalytics
Velocity score0.00.0
Sparks · 30d00
Top themessingle-cell, atac-seq, bioinformatics, r-packageseasonal-adjustment, ggplot2, time-series, tramo-seats
Last editorial update1h ago57m ago
WebsiteVisit →Visit →

What is ArchR?

ArchR returns after three years, mostly to catch up with the ecosystem around it.

ArchR analyses single-cell chromatin accessibility data, and until early 2025 its last release was from 2022. Release 1.0.3 collects roughly three years of accumulated pull requests: ggplot2 3.5 compatibility, Seurat v5 object creation, large-matrix handling via ARMA_64BIT_WORD, trajectory and module-score work, and a published Docker image. The release candidate before it did nothing but lift a 500 MB import ceiling.

Read the full ArchR trajectory →

What is ggdemetra?

A ggplot2 layer for seasonal adjustment output, filling in one plot type at a time.

ggdemetra is a thin, focused bridge: it puts RJDemetra's seasonal adjustment results — TRAMO-SEATS and X-13 models — into ggplot2 geoms and autoplot methods. Development runs in short bursts separated by long quiet stretches, and the most recent work has been correcting SI ratio handling rather than adding surface. The API is small enough that a single function rename counts as the notable change in a release.

Read the full ggdemetra trajectory →

ArchR vs ggdemetra: editorial side-by-side

A
ArchR
ANALYTICS
0.0

ArchR returns after three years, mostly to catch up with the ecosystem around it.

◆ Current state

ArchR analyses single-cell chromatin accessibility data, and until early 2025 its last release was from 2022. Release 1.0.3 collects roughly three years of accumulated pull requests: ggplot2 3.5 compatibility, Seurat v5 object creation, large-matrix handling via ARMA_64BIT_WORD, trajectory and module-score work, and a published Docker image. The release candidate before it did nothing but lift a 500 MB import ceiling.

◆ Where it's heading

This is a maintenance restart rather than a new direction. The contributor list shifts visibly from the original authors toward newer maintainers handling compatibility work, and the Docker image suggests an acknowledgement that reproducing the environment had become the harder problem. Whether the cadence recovers is not something these entries answer.

◆ Prediction

The entries do not support a confident call on future direction; the immediate question is whether releases resume at a normal interval or 1.0.3 was a one-off catch-up.

G
ggdemetra
ANALYTICS
0.0

A ggplot2 layer for seasonal adjustment output, filling in one plot type at a time.

◆ Current state

ggdemetra is a thin, focused bridge: it puts RJDemetra's seasonal adjustment results — TRAMO-SEATS and X-13 models — into ggplot2 geoms and autoplot methods. Development runs in short bursts separated by long quiet stretches, and the most recent work has been correcting SI ratio handling rather than adding surface. The API is small enough that a single function rename counts as the notable change in a release.

◆ Where it's heading

The package has been steadily completing its coverage of the seasonal adjustment output surface: component extractors and autoplot methods in 0.2.3, SI ratio plotting in 0.2.5, then two releases of corrections to make SI ratios behave under TRAMO-SEATS jSA models and when no seasonal component is exported. Alongside that, the naming is being tidied — y_forecast() became raw(), and init_ggplot() shortened the setup boilerplate. This reads as a package approaching the edge of its intended scope and spending its effort on correctness.

◆ Prediction

Two consecutive releases fixing SI ratios under TRAMO-SEATS suggest that code path is the least settled part of the package, so further corrections there are the most likely next move. The entries give no indication of new model families or plot types being planned.

Alternatives to ArchR and ggdemetra

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 ArchR or ggdemetra.

See all ArchR alternatives → · See all ggdemetra alternatives →

Recent activity from ArchR and ggdemetra

Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.

  1. 1y agoArchRThree years of fixes, Seurat v5 support and a Docker image
  2. 1y agoArchRRelease candidate lifting the 500 MB S4 import limit
  3. 2y agoggdemetrasiratio() fix when TRAMO-SEATS exports no seasonal component
  4. 2y agoggdemetraraw() replaces y_forecast(); new init_ggplot() helper
  5. 2y agoggdemetraRe-tagged moments later as 0.2.7
  6. 3y agoggdemetraSI ratio plotting functions land
  7. 4y agoArchRStability fixes and improved multiome import
  8. 5y agoArchRIntroduces multi-omic functionality
  9. 5y agoggdemetrats2df() conversion helper and geom_outlier date fix
  10. 6y agoggdemetrageom_arima no longer recomputes the model

Frequently asked questions

What is the difference between ArchR and ggdemetra?

They serve adjacent needs but don't currently overlap on shipped themes. ArchR and ggdemetra 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 ArchR better than ggdemetra?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. ArchR and ggdemetra 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 ArchR?

Top ArchR alternatives in Analytics are ranked by recent ship velocity. Browse the "ArchR alternatives" section above for the current picks, or visit /alternatives/archr-r for the full list with editorial commentary on each.

What are the best alternatives to ggdemetra?

Top ggdemetra alternatives in Analytics are ranked by recent ship velocity. Browse the "ggdemetra alternatives" section above for the current picks, or visit /alternatives/ggdemetra for the full list with editorial commentary on each.