ANALYTICS
randomwalk spent every release getting an R simulation to run in the browser, not on a server.
Alternatives · analytics tools
bagyo alternatives
The best bagyo alternatives in analytics tools, ranked by Sparkpulse's velocity_score.
Updated Aug 17, 2026
Looking for the best alternatives to bagyo? Sparkpulse tracks and ranks 12 alternatives in analytics tools by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, bagyo 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 bagyo
bagyo reached CRAN as a Philippine tropical cyclone dataset, with its tags stamped out of order.
A data package distributing Philippine Area of Responsibility tropical cyclone records, developed through 2024 pre-releases and accepted by CRAN in early 2026. The substantive release is v0.2.0: 2021 and 2022 typhoon data added, an unexported helper for downloading cyclone reports, CITATION.cff, an R 4.1 dependency for the base pipe, and a full pass over vignettes, tests and README. The v0.1.1 tag announcing the first CRAN release carries no content and is stamped two hours after v0.2.0.
Velocity 0.0 · Last update 50m ago
Top 12 alternatives to bagyo
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
ANALYTICS
fastml added survival modelling and leakage-proof resampling, moving past classification and regression.
ANALYTICS
abclass built out angle-based classifiers in 2022, then went quiet except for CRAN upkeep.
ANALYTICS
churon is spending its entire release history getting a Rust ONNX binding through CRAN.
ANALYTICS
firatheme woke up after four years and started fixing what ggplot2 changed underneath it.
ANALYTICS
rainette rebuilt its Reinert clustering in 0.2.0, tuned it in 0.3.0, and has coasted since.
ANALYTICS
questionr's survey helpers are finished; recent releases only keep pace with R-devel.
ANALYTICS
washdata is a fixed survey dataset; eight years of releases have changed only its packaging.
ANALYTICS
singleRcapture reached 1.0.0 with no release notes at all — the arc has to be read backwards.
ANALYTICS
crossmap's roadmap is set by purrr and furrr — it deprecates what upstream deprecates.
ANALYTICS
fracture solved decimal-to-fraction conversion years ago and now only answers to CRAN.
ANALYTICS
healthyR.ts keeps adding time-series helpers, then quietly breaks the old ones to modernise them.
bagyo 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 |
|---|---|---|---|---|
| bagyo (baseline) | 0.0 | 0 | open datatropical cyclonesphilippines | — |
| randomwalk | 0.0 | 0 | webassemblyshinylivewebr | — |
| fastml | 0.0 | 0 | automltidymodelssurvival analysis | Version 0.7.5 |
| abclass | 0.0 | 0 | classificationregularizationlarge-margin classifiers | — |
| churon | 0.0 | 0 | onnx runtimerust bindingscran compliance | — |
| firatheme | 0.0 | 0 | ggplot2 themetypographyfaceting | — |
| rainette | 0.0 | 0 | text miningreinert methodclustering | CRAN v0.2.0 |
| questionr | 0.0 | 0 | survey analysiscontingency tablesrstudio addins | — |
| washdata | 0.0 | 0 | open datawash surveysdata package | — |
| singlercapture | 0.0 | 0 | capture-recapturepopulation estimationzero-truncated models | — |
| crossmap | 0.0 | 0 | purrr extensionfunctional programmingdeprecations | — |
| fracture | 0.0 | 0 | numeric formattingfractionsutility package | — |
| healthyR.ts | 0.0 | 0 | time serieshealthyversestationarity | — |
The 12 best bagyo alternatives, in depth
1. randomwalk · velocity 0.0
Randomwalk spent every release getting an R simulation to run in the browser, not on a server.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where bagyo leans on open data, tropical cyclones and philippines, randomwalk focuses on webassembly, shinylive and webr.
randomwalk and bagyo have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full randomwalk trajectory → · Compare bagyo vs randomwalk →
2. fastml · velocity 0.0
Fastml added survival modelling and leakage-proof resampling, moving past classification and regression.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “Version 0.7.5”.
Where bagyo leans on open data, tropical cyclones and philippines, fastml focuses on automl, tidymodels and survival analysis.
fastml and bagyo have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
3. abclass · velocity 0.0
Abclass built out angle-based classifiers in 2022, then went quiet except for CRAN upkeep.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where bagyo leans on open data, tropical cyclones and philippines, abclass focuses on classification, regularization and large margin classifiers.
abclass and bagyo have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
4. churon · velocity 0.0
Churon is spending its entire release history getting a Rust ONNX binding through CRAN.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where bagyo leans on open data, tropical cyclones and philippines, churon focuses on onnx runtime, rust bindings and cran compliance.
churon and bagyo have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
5. firatheme · velocity 0.0
Firatheme woke up after four years and started fixing what ggplot2 changed underneath it.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where bagyo leans on open data, tropical cyclones and philippines, firatheme focuses on ggplot2 theme, typography and faceting.
firatheme and bagyo have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
6. rainette · velocity 0.0
Rainette rebuilt its Reinert clustering in 0.2.0, tuned it in 0.3.0, and has coasted since.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “CRAN v0.2.0”.
Where bagyo leans on open data, tropical cyclones and philippines, rainette focuses on text mining, reinert method and clustering.
rainette and bagyo have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
7. questionr · velocity 0.0
Questionr's survey helpers are finished; recent releases only keep pace with R-devel.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where bagyo leans on open data, tropical cyclones and philippines, questionr focuses on survey analysis, contingency tables and rstudio addins.
questionr and bagyo have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
8. washdata · velocity 0.0
Washdata is a fixed survey dataset; eight years of releases have changed only its packaging.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where bagyo leans on open data, tropical cyclones and philippines, washdata focuses on open data, wash surveys and data package.
washdata and bagyo have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
9. singlercapture · velocity 0.0
SingleRcapture reached 1.0.0 with no release notes at all — the arc has to be read backwards.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where bagyo leans on open data, tropical cyclones and philippines, singlercapture focuses on capture recapture, population estimation and zero truncated models.
singlercapture and bagyo have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full singlercapture trajectory → · Compare bagyo vs singlercapture →
10. crossmap · velocity 0.0
Crossmap's roadmap is set by purrr and furrr — it deprecates what upstream deprecates.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where bagyo leans on open data, tropical cyclones and philippines, crossmap focuses on purrr extension, functional programming and deprecations.
crossmap and bagyo have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
11. fracture · velocity 0.0
Fracture solved decimal-to-fraction conversion years ago and now only answers to CRAN.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where bagyo leans on open data, tropical cyclones and philippines, fracture focuses on numeric formatting, fractions and utility package.
fracture and bagyo have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
12. healthyR.ts · velocity 0.0
HealthyR.ts keeps adding time-series helpers, then quietly breaks the old ones to modernise them.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where bagyo leans on open data, tropical cyclones and philippines, healthyR.ts focuses on time series, healthyverse and stationarity.
healthyR.ts and bagyo have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full healthyR.ts trajectory → · Compare bagyo vs healthyR.ts →
Frequently asked questions
What are the best alternatives to bagyo?
The top bagyo alternatives we currently track in analytics tools are randomwalk, fastml, abclass, churon, firatheme, ranked by recent ship velocity.
How is this list of bagyo alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare bagyo directly with one of these alternatives?
Yes — every card has a "Compare with bagyo" link to a side-by-side /compare page.