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A GPU-accelerated Bayesian GLM package buys its way into the standard R Bayesian toolchain
Alternatives · analytics tools
moderndive alternatives
The best moderndive alternatives in analytics tools, ranked by Sparkpulse's velocity_score.
Updated Aug 17, 2026
Looking for the best alternatives to moderndive? Sparkpulse tracks and ranks 12 alternatives in analytics tools by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, moderndive shipped 0 meaningful updates in the last 30 days and carries a velocity score of 2.5 out of 10 in 2026. The alternatives below are ranked the same way, so you're comparing real release momentum, not marketing claims.
About moderndive
The ModernDive teaching package learns to render inside the browser that runs its own textbook
moderndive supplies the datasets, regression helpers and ggplot geoms used by the ModernDive introductory statistics textbook. Its release history is mostly dataset accumulation — much of it contributed by students in batches — punctuated by occasional function work. The latest release is different: it fixes View() so it renders inside webR, the in-browser R that powers the book's live exercises, and reworks the regression helpers to survive in-formula transformations.
Velocity 2.5 · Last update 1h ago
Top 12 alternatives to moderndive
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
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A single-cell data store commits to Zarr v3 and range-readable hosting across four language surfaces
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A trend-extraction toolkit grows a full decomposition engine, seasonal components and all.
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The standard QTL mapping package in R opened its genome scan to user-supplied likelihood models.
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The R client for Our World in Data found its search had been reading a tenth of the catalog.
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Text analysis in R keeps optimising its token internals — and builds a path out to torch
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The R client for PurpleAir sensors keeps finding its time-averaging was wrong.
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A board game graphics package runs one of the most disciplined deprecation cycles in R.
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The explainable-ensemble-tree package now measures whether its own explanations are faithful.
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The discrete-data FDR package is being pared into one piece of a larger multiple-testing suite.
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A scientific-text analysis package moved from counting citations to classifying argument structure.
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The teaching arm of an R reliability suite keeps pace with whatever its analysis siblings ship.
moderndive vs alternatives — shipping velocity at a glance
Velocity score (0–10) and meaningful releases shipped in the last 30 days, from official changelogs. Higher = shipping faster.
| Product | Velocity | Sparks · 30d | Focus areas | Latest release |
|---|---|---|---|---|
| moderndive (baseline) | 2.5 | 0 | statistics-educationwebrregression | — |
| glmbayes | 6.3 | 1 | bayesian-statisticsgeneralized-linear-modelsopencl | OpenCL split out to nmathopencl; insight and bayestestR integration |
| lstar | 5.0 | 0 | single-cell-genomicszarrwasm | lstar 0.2.0 |
| trendseries | 3.8 | 1 | time-serieseconometricsr-package | Decomposition becomes a first-class operation, five methods deep |
| qtl2 | 2.5 | 0 | qtl-mappingstatistical-geneticsbioinformatics | A genome scan that takes your own likelihood function |
| r-owidapi | 2.5 | 0 | open-dataour-world-in-datar-package | — |
| quanteda | 2.5 | 0 | text-analysisnatural-language-processingr-package | CRAN v4.0 |
| PurpleAir | 0.0 | 0 | air-qualitysensor-datar-package | — |
| piecepackr | 0.0 | 0 | board-gamesgraphicsr-package | — |
| e2tree | 0.0 | 0 | explainable-aiensemble-methodsdecision-trees | A significance-tested measure of explanation fidelity |
| discretefdr | 0.0 | 0 | multiple-testingfalse-discovery-ratediscrete-statistics | — |
| contentanalysis | 0.0 | 0 | text-analysisbibliometricsscientific-writing | Sentence-level rhetorical move classification arrives |
| relialearnr | 0.0 | 0 | reliability-engineeringr-packageeducation | — |
The 12 best moderndive alternatives, in depth
1. glmbayes · velocity 6.3
A GPU-accelerated Bayesian GLM package buys its way into the standard R Bayesian toolchain.
Over the last 30 days glmbayes shipped 1 meaningful update vs moderndive's 0, most recently “OpenCL split out to nmathopencl; insight and bayestestR integration”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where moderndive leans on statistics education, webr and regression, glmbayes focuses on bayesian statistics, generalized linear models and opencl.
Over the last 30 days glmbayes has been shipping faster than moderndive — a point in its favour if release momentum matters to you.
Full glmbayes trajectory → · Compare moderndive vs glmbayes →
2. lstar · velocity 5.0
A single-cell data store commits to Zarr v3 and range-readable hosting across four language surfaces.
Its velocity score of 5.0/10 reflects longer-term release cadence; its most recent meaningful update was “lstar 0.2.0”.
Where moderndive leans on statistics education, webr and regression, lstar focuses on single cell genomics, zarr and wasm.
lstar and moderndive have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
3. trendseries · velocity 3.8
A trend-extraction toolkit grows a full decomposition engine, seasonal components and all.
Over the last 30 days trendseries shipped 1 meaningful update vs moderndive's 0, most recently “Decomposition becomes a first-class operation, five methods deep”. Its velocity score of 3.8/10 blends that with longer-term release cadence.
Where moderndive leans on statistics education, webr and regression, trendseries focuses on time series, econometrics and r package.
Over the last 30 days trendseries has been shipping faster than moderndive — a point in its favour if release momentum matters to you.
Full trendseries trajectory → · Compare moderndive vs trendseries →
4. qtl2 · velocity 2.5
The standard QTL mapping package in R opened its genome scan to user-supplied likelihood models.
Its velocity score of 2.5/10 reflects longer-term release cadence; its most recent meaningful update was “A genome scan that takes your own likelihood function”.
Where moderndive leans on statistics education, webr and regression, qtl2 focuses on qtl mapping, statistical genetics and bioinformatics.
qtl2 and moderndive have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
5. r-owidapi · velocity 2.5
The R client for Our World in Data found its search had been reading a tenth of the catalog.
Its velocity score of 2.5/10 reflects longer-term release cadence.
Where moderndive leans on statistics education, webr and regression, r-owidapi focuses on open data, our world in data and r package.
r-owidapi and moderndive have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full r-owidapi trajectory → · Compare moderndive vs r-owidapi →
6. quanteda · velocity 2.5
Text analysis in R keeps optimising its token internals — and builds a path out to torch.
Its velocity score of 2.5/10 reflects longer-term release cadence; its most recent meaningful update was “CRAN v4.0”.
Where moderndive leans on statistics education, webr and regression, quanteda focuses on text analysis, natural language processing and r package.
quanteda and moderndive have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full quanteda trajectory → · Compare moderndive vs quanteda →
7. PurpleAir · velocity 0.0
The R client for PurpleAir sensors keeps finding its time-averaging was wrong.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where moderndive leans on statistics education, webr and regression, PurpleAir focuses on air quality, sensor data and r package.
PurpleAir and moderndive have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full PurpleAir trajectory → · Compare moderndive vs PurpleAir →
8. piecepackr · velocity 0.0
A board game graphics package runs one of the most disciplined deprecation cycles in R.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where moderndive leans on statistics education, webr and regression, piecepackr focuses on board games, graphics and r package.
piecepackr and moderndive have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full piecepackr trajectory → · Compare moderndive vs piecepackr →
9. e2tree · velocity 0.0
The explainable-ensemble-tree package now measures whether its own explanations are faithful.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “A significance-tested measure of explanation fidelity”.
Where moderndive leans on statistics education, webr and regression, e2tree focuses on explainable ai, ensemble methods and decision trees.
e2tree and moderndive have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
10. discretefdr · velocity 0.0
The discrete-data FDR package is being pared into one piece of a larger multiple-testing suite.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where moderndive leans on statistics education, webr and regression, discretefdr focuses on multiple testing, false discovery rate and discrete statistics.
discretefdr and moderndive have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full discretefdr trajectory → · Compare moderndive vs discretefdr →
11. contentanalysis · velocity 0.0
A scientific-text analysis package moved from counting citations to classifying argument structure.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “Sentence-level rhetorical move classification arrives”.
Where moderndive leans on statistics education, webr and regression, contentanalysis focuses on text analysis, bibliometrics and scientific writing.
contentanalysis and moderndive have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full contentanalysis trajectory → · Compare moderndive vs contentanalysis →
12. relialearnr · velocity 0.0
The teaching arm of an R reliability suite keeps pace with whatever its analysis siblings ship.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where moderndive leans on statistics education, webr and regression, relialearnr focuses on reliability engineering, r package and education.
relialearnr and moderndive have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full relialearnr trajectory → · Compare moderndive vs relialearnr →
Frequently asked questions
What are the best alternatives to moderndive?
The top moderndive alternatives we currently track in analytics tools are glmbayes, lstar, trendseries, qtl2, r-owidapi, ranked by recent ship velocity.
How is this list of moderndive alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare moderndive directly with one of these alternatives?
Yes — every card has a "Compare with moderndive" link to a side-by-side /compare page.