ANALYTICS
Potential landscape tooling settling onto standard R generics after two rounds of renaming.
Alternatives · analytics tools
rtrek alternatives
The best rtrek alternatives in analytics tools, ranked by Sparkpulse's velocity_score.
Updated Aug 17, 2026
Looking for the best alternatives to rtrek? Sparkpulse tracks and ranks 12 alternatives in analytics tools by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, rtrek 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 rtrek
A Star Trek data package that became a Memory Alpha web client and has been patching scrapers ever since.
rtrek bundles Star Trek datasets — book series, timelines, episode transcripts, species and homeworlds, map tile sets — and layers live retrieval on top through memory_alpha() and memory_beta() plus their ma_* and mb_* helpers. Recent releases are almost entirely repairs to that retrieval layer as the source wikis change their page structure.
Velocity 0.0 · Last update 1h ago
Top 12 alternatives to rtrek
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
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SEM reporting helpers converging on APA output, one CRAN resubmission at a time.
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A raster-to-terra migration is the only readable change in a feed of merge notes.
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A nycflights13 generator whose recent work is all about the data being right.
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Conditional density and log-likelihood fill out a vine copula regression package.
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A drop-in string API for base R, kept alive by upstream check failures.
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From a bundled hospital dataset to a live CMS API client.
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Split out of quanteda, then quiet - one new classifier since 2020.
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The 1.x line, tagged retroactively after a decade of SoilProfileCollection redesign.
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Spline bases built to interoperate: periodic B-splines and an nsk-compatible natural basis.
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A young ALE and PDP plotting package that rebuilt its numeric core after a data-corrupting bug.
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Vine copula CDFs arrive; everything else is compile hygiene and boundary fixes.
rtrek 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 |
|---|---|---|---|---|
| rtrek (baseline) | 0.0 | 0 | star-trekweb-scrapingdatasets | Memory Alpha and Memory Beta web APIs added |
| simlandr | 0.0 | 0 | r-packagedynamical-systemsvisualization | — |
| lavaanExtra | 0.0 | 0 | r-packagestructural-equation-modelinglavaan | — |
| ibis.iSDM | 0.0 | 0 | r-packagespecies-distribution-modelsterra | raster replaced by terra across the package |
| anyflights | 0.0 | 0 | r-packageaviation-datateaching-datasets | — |
| vinereg | 0.0 | 0 | r-packagecopulasregression | — |
| stringx | 0.0 | 0 | r-packagestringsunicode | — |
| healthyR.data | 0.0 | 0 | r-packagehealthcare-datacms | Metadata lookup and generic CMS fetchers replace bundled data |
| quanteda.textmodels | 0.0 | 0 | r-packagetext-classificationnlp | Logistic regression classifier added; svmlin rewritten in C++ |
| aqp | 0.0 | 0 | r-packagesoil-sciences4-classes | Core class methods renamed and pruned ahead of 2.0 |
| splines2 | 0.0 | 0 | r-packagesplinesrcpp | Periodic B-splines, nsk(), and a basis conversion matrix |
| effectplots | 0.0 | 0 | r-packagemodel-interpretabilityale | Numeric core rewritten after an in-place data corruption fix |
| vinecopula | 0.0 | 0 | r-packagecopulasstatistics | — |
The 12 best rtrek alternatives, in depth
1. simlandr · velocity 0.0
Potential landscape tooling settling onto standard R generics after two rounds of renaming.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where rtrek leans on star trek, web scraping and datasets, simlandr focuses on r package, dynamical systems and visualization.
simlandr and rtrek have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
2. lavaanExtra · velocity 0.0
SEM reporting helpers converging on APA output, one CRAN resubmission at a time.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where rtrek leans on star trek, web scraping and datasets, lavaanExtra focuses on r package, structural equation modeling and lavaan.
lavaanExtra and rtrek have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full lavaanExtra trajectory → · Compare rtrek vs lavaanExtra →
3. ibis.iSDM · velocity 0.0
A raster-to-terra migration is the only readable change in a feed of merge notes.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “raster replaced by terra across the package”.
Where rtrek leans on star trek, web scraping and datasets, ibis.iSDM focuses on r package, species distribution models and terra.
ibis.iSDM and rtrek have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
4. anyflights · velocity 0.0
A nycflights13 generator whose recent work is all about the data being right.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where rtrek leans on star trek, web scraping and datasets, anyflights focuses on r package, aviation data and teaching datasets.
anyflights and rtrek have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full anyflights trajectory → · Compare rtrek vs anyflights →
5. vinereg · velocity 0.0
Conditional density and log-likelihood fill out a vine copula regression package.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where rtrek leans on star trek, web scraping and datasets, vinereg focuses on r package, copulas and regression.
vinereg and rtrek have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
6. stringx · velocity 0.0
A drop-in string API for base R, kept alive by upstream check failures.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where rtrek leans on star trek, web scraping and datasets, stringx focuses on r package, strings and unicode.
stringx and rtrek have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
7. healthyR.data · velocity 0.0
From a bundled hospital dataset to a live CMS API client.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “Metadata lookup and generic CMS fetchers replace bundled data”.
Where rtrek leans on star trek, web scraping and datasets, healthyR.data focuses on r package, healthcare data and cms.
healthyR.data and rtrek have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full healthyR.data trajectory → · Compare rtrek vs healthyR.data →
8. quanteda.textmodels · velocity 0.0
Split out of quanteda, then quiet - one new classifier since 2020.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “Logistic regression classifier added; svmlin rewritten in C++”.
Where rtrek leans on star trek, web scraping and datasets, quanteda.textmodels focuses on r package, text classification and nlp.
quanteda.textmodels and rtrek have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full quanteda.textmodels trajectory → · Compare rtrek vs quanteda.textmodels →
9. aqp · velocity 0.0
The 1.x line, tagged retroactively after a decade of SoilProfileCollection redesign.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “Core class methods renamed and pruned ahead of 2.0”.
Where rtrek leans on star trek, web scraping and datasets, aqp focuses on r package, soil science and s4 classes.
aqp and rtrek have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
10. splines2 · velocity 0.0
Spline bases built to interoperate: periodic B-splines and an nsk-compatible natural basis.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “Periodic B-splines, nsk(), and a basis conversion matrix”.
Where rtrek leans on star trek, web scraping and datasets, splines2 focuses on r package, splines and rcpp.
splines2 and rtrek have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
11. effectplots · velocity 0.0
A young ALE and PDP plotting package that rebuilt its numeric core after a data-corrupting bug.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “Numeric core rewritten after an in-place data corruption fix”.
Where rtrek leans on star trek, web scraping and datasets, effectplots focuses on r package, model interpretability and ale.
effectplots and rtrek have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full effectplots trajectory → · Compare rtrek vs effectplots →
12. vinecopula · velocity 0.0
Vine copula CDFs arrive; everything else is compile hygiene and boundary fixes.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where rtrek leans on star trek, web scraping and datasets, vinecopula focuses on r package, copulas and statistics.
vinecopula and rtrek have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full vinecopula trajectory → · Compare rtrek vs vinecopula →
Frequently asked questions
What are the best alternatives to rtrek?
The top rtrek alternatives we currently track in analytics tools are simlandr, lavaanExtra, ibis.iSDM, anyflights, vinereg, ranked by recent ship velocity.
How is this list of rtrek alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare rtrek directly with one of these alternatives?
Yes — every card has a "Compare with rtrek" link to a side-by-side /compare page.