ANALYTICS
paleobuddy can now simulate trait-dependent diversification, not just birth-death.
Alternatives · analytics tools
arulesViz alternatives
The best arulesViz alternatives in analytics tools, ranked by Sparkpulse's velocity_score.
Updated Aug 15, 2026
Looking for the best alternatives to arulesViz? Sparkpulse tracks and ranks 12 alternatives in analytics tools by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, arulesViz shipped 0 meaningful updates in the last 30 days and carries a velocity score of 0.0 out of 10 in 2026. The alternatives below are ranked the same way, so you're comparing real release momentum, not marketing claims.
About arulesViz
arulesViz finished its move to ggplot2 and has been coasting on maintenance since.
arulesViz draws the association rules produced by arules — scatterplots, matrix and grouped-matrix views, rule graphs, and a Shiny explorer. The rendering foundation has been settled since 1.5.0 made ggplot2 the default engine for most plots. The two most recent releases contain no new capability: roxygen migration and deprecation catch-up in 1.5.3, and a partial-argument-match cleanup in 1.5.4 that landed the same week as the identical fix in sibling package seriation.
Velocity 0.0 · Last update 46m ago
Top 12 alternatives to arulesViz
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
ANALYTICS
geodist stays dependency-free and fast, and warns you when 'cheap' distances stop being honest.
ANALYTICS
errors keeps making uncertainty print the way each scientific field expects.
ANALYTICS
CMAQ went global in v5.5, and has been patching that surface ever since.
ANALYTICS
enpls has not changed its statistics since 2016 — only its website, twice.
ANALYTICS
grex is a lookup table with a version number — it ships when the annotation moves.
ANALYTICS
protr's feature set is finished; the work now is surviving Bioconductor's churn.
ANALYTICS
seriation stopped shipping algorithms and started shipping a way to pick between them.
ANALYTICS
EvoPhylo added BEAST2 alongside MrBayes, then went quiet for two years.
ANALYTICS
treespace ships once every year or two, and only when CRAN or a user forces it.
ANALYTICS
Rpath 1.1.0 learns to read Ecopath's own files, easing migration off the desktop tool.
ANALYTICS
TAF keeps turning ICES stock assessments into reproducible, dependency-pinned projects.
arulesViz 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 |
|---|---|---|---|---|
| arulesViz (baseline) | 0.0 | 0 | association-rulesvisualizationggplot2 | — |
| paleobuddy | 0.0 | 0 | phylogeneticsdiversificationfossil-record | paleobuddy 1.1.0 adds SSE trait-dependent simulation |
| geodist | 0.0 | 0 | geospatialdistance-calculationzero-dependency | — |
| errors | 0.0 | 0 | uncertainty-propagationmeasurementr-quantities | — |
| CMAQ | 0.0 | 0 | air-qualityatmospheric-modelingepa | CMAQ 5.5 adds global simulation coupled to MPAS-A |
| enpls | 0.0 | 0 | partial-least-squaresensemble-learningchemometrics | — |
| grex | 0.0 | 0 | gtexgene-annotationbioinformatics | — |
| protr | 0.0 | 0 | proteomicssequence-descriptorsbioconductor | — |
| seriation | 0.0 | 0 | seriationmatrix-reorderingoptimization | seriation 1.5.0 adds seriate_best and parallel repeated search |
| EvoPhylo | 0.0 | 0 | phylogeneticsbayesian-inferencebeast2 | — |
| treespace | 0.0 | 0 | phylogeneticstransmission-treescran-compliance | — |
| Rpath | 0.0 | 0 | ecosystem-modelingfisheriesmass-balance | Rpath 1.1.0 imports EwE .eiixml models and estimates P/B |
| TAF | 0.0 | 0 | reproducibilityfisheries-scienceices | TAF 4.0.0 refocuses on ICES and drops every external dependency |
The 12 best arulesViz alternatives, in depth
1. paleobuddy · velocity 0.0
Paleobuddy can now simulate trait-dependent diversification, not just birth-death.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “paleobuddy 1.1.0 adds SSE trait-dependent simulation”.
Where arulesViz leans on association rules, visualization and ggplot2, paleobuddy focuses on phylogenetics, diversification and fossil record.
paleobuddy and arulesViz have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full paleobuddy trajectory → · Compare arulesViz vs paleobuddy →
2. geodist · velocity 0.0
Geodist stays dependency-free and fast, and warns you when 'cheap' distances stop being honest.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where arulesViz leans on association rules, visualization and ggplot2, geodist focuses on geospatial, distance calculation and zero dependency.
geodist and arulesViz have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
3. errors · velocity 0.0
Errors keeps making uncertainty print the way each scientific field expects.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where arulesViz leans on association rules, visualization and ggplot2, errors focuses on uncertainty propagation, measurement and r quantities.
errors and arulesViz have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
4. CMAQ · velocity 0.0
CMAQ went global in v5.5, and has been patching that surface ever since.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “CMAQ 5.5 adds global simulation coupled to MPAS-A”.
Where arulesViz leans on association rules, visualization and ggplot2, CMAQ focuses on air quality, atmospheric modeling and epa.
CMAQ and arulesViz have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
5. enpls · velocity 0.0
Enpls has not changed its statistics since 2016 — only its website, twice.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where arulesViz leans on association rules, visualization and ggplot2, enpls focuses on partial least squares, ensemble learning and chemometrics.
enpls and arulesViz have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
6. grex · velocity 0.0
Grex is a lookup table with a version number — it ships when the annotation moves.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where arulesViz leans on association rules, visualization and ggplot2, grex focuses on gtex, gene annotation and bioinformatics.
grex and arulesViz have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
7. protr · velocity 0.0
Protr's feature set is finished; the work now is surviving Bioconductor's churn.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where arulesViz leans on association rules, visualization and ggplot2, protr focuses on proteomics, sequence descriptors and bioconductor.
protr and arulesViz have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
8. seriation · velocity 0.0
Seriation stopped shipping algorithms and started shipping a way to pick between them.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “seriation 1.5.0 adds seriate_best and parallel repeated search”.
Where arulesViz leans on association rules, visualization and ggplot2, seriation focuses on seriation, matrix reordering and optimization.
seriation and arulesViz have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full seriation trajectory → · Compare arulesViz vs seriation →
9. EvoPhylo · velocity 0.0
EvoPhylo added BEAST2 alongside MrBayes, then went quiet for two years.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where arulesViz leans on association rules, visualization and ggplot2, EvoPhylo focuses on phylogenetics, bayesian inference and beast2.
EvoPhylo and arulesViz have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full EvoPhylo trajectory → · Compare arulesViz vs EvoPhylo →
10. treespace · velocity 0.0
Treespace ships once every year or two, and only when CRAN or a user forces it.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where arulesViz leans on association rules, visualization and ggplot2, treespace focuses on phylogenetics, transmission trees and cran compliance.
treespace and arulesViz have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full treespace trajectory → · Compare arulesViz vs treespace →
11. Rpath · velocity 0.0
Rpath 1.1.0 learns to read Ecopath's own files, easing migration off the desktop tool.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “Rpath 1.1.0 imports EwE .eiixml models and estimates P/B”.
Where arulesViz leans on association rules, visualization and ggplot2, Rpath focuses on ecosystem modeling, fisheries and mass balance.
Rpath and arulesViz have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
12. TAF · velocity 0.0
TAF keeps turning ICES stock assessments into reproducible, dependency-pinned projects.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “TAF 4.0.0 refocuses on ICES and drops every external dependency”.
Where arulesViz leans on association rules, visualization and ggplot2, TAF focuses on reproducibility, fisheries science and ices.
TAF and arulesViz have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Frequently asked questions
What are the best alternatives to arulesViz?
The top arulesViz alternatives we currently track in analytics tools are paleobuddy, geodist, errors, CMAQ, enpls, ranked by recent ship velocity.
How is this list of arulesViz alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare arulesViz directly with one of these alternatives?
Yes — every card has a "Compare with arulesViz" link to a side-by-side /compare page.