ANALYTICS
The Manhattan-plot package for GWAS results, finished and dormant since 2017.
Alternatives · analytics tools
camtraptor alternatives
The best camtraptor alternatives in analytics tools, ranked by Sparkpulse's velocity_score.
Updated Aug 15, 2026
Looking for the best alternatives to camtraptor? Sparkpulse tracks and ranks 12 alternatives in analytics tools by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, camtraptor 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 camtraptor
A camera-trap data reader converging on the Camtrap DP standard, one exchange field at a time.
camtraptor reads Camera Trap Data Packages and turns them into analysis-ready tables for R users. The recent releases have been about what those tables carry: get_record_table() now returns deployment coordinates plus clock and solar time in radians, and get_custom_effort() reports effort per deployment rather than pooled. Earlier work went into reading Camtrap DP files written by other tools.
Velocity 0.0 · Last update 1h ago
Top 12 alternatives to camtraptor
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
ANALYTICS
The R package for CODATA constants rebuilt its symbol table on NIST's naming so future updates stop being hand work.
ANALYTICS
The R client for AusTraits spends its releases chasing the dataset it reads.
ANALYTICS
A ggplot2 layer for seasonal adjustment output, filling in one plot type at a time.
ANALYTICS
A fossil-record simulator that quietly grew a trait-evolution engine.
ANALYTICS
Reference-based multiple imputation tables, shipping only what CRAN checks demand.
ANALYTICS
An MMRM tabulation package that has published nothing since its 2024 CRAN releases.
ANALYTICS
A single-purpose ggplot2 inset tool, refining the same three arguments.
ANALYTICS
An R symbolic-maths binding whose changelog is really the C++ core's release notes.
ANALYTICS
gtfstools stopped guarding its own object model and started accepting everyone else's.
ANALYTICS
The glue package that makes R carry units and uncertainty through the same calculation.
ANALYTICS
A fish diet package whose release history is really a record of surviving rfishbase.
camtraptor 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 |
|---|---|---|---|---|
| camtraptor (baseline) | 0.0 | 0 | camera-trapsbiodiversity-datadata-standards | — |
| qqman | 0.0 | 0 | gwasgenomicsmanhattan-plot | — |
| constants | 0.0 | 0 | physical-constantscodataunits | constants 1.0.0 |
| austraits | 0.0 | 0 | plant-traitsopen-dataecology | — |
| ggdemetra | 0.0 | 0 | seasonal-adjustmentggplot2time-series | — |
| fossilsim | 0.0 | 0 | phylogeneticssimulationtrait-evolution | Trait simulation arrives: Mk, BM and OU models |
| tern.rbmi | 0.0 | 0 | pharmaversemultiple-imputationcran-maintenance | — |
| tern.mmrm | 0.0 | 0 | pharmaversemmrmtabulation | — |
| ggmagnify | 0.0 | 0 | ggplot2data-visualizationinset-plots | — |
| symengine | 0.0 | 0 | symbolic-computationcascpp-core | — |
| gtfstools | 0.0 | 0 | gtfspublic-transportgeospatial | Accepts GTFS objects from gtfsio and tidytransit |
| quantities | 0.0 | 0 | unitsmeasurement-uncertaintyerror-propagation | — |
| dietr | 0.0 | 0 | fish-ecologydiet-analysisfishbase | — |
The 12 best camtraptor alternatives, in depth
1. qqman · velocity 0.0
The Manhattan-plot package for GWAS results, finished and dormant since 2017.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where camtraptor leans on camera traps, biodiversity data and data standards, qqman focuses on gwas, genomics and manhattan plot.
qqman and camtraptor have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
2. constants · velocity 0.0
The R package for CODATA constants rebuilt its symbol table on NIST's naming so future updates stop being hand work.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “constants 1.0.0”.
Where camtraptor leans on camera traps, biodiversity data and data standards, constants focuses on physical constants, codata and units.
constants and camtraptor have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full constants trajectory → · Compare camtraptor vs constants →
3. austraits · velocity 0.0
The R client for AusTraits spends its releases chasing the dataset it reads.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where camtraptor leans on camera traps, biodiversity data and data standards, austraits focuses on plant traits, open data and ecology.
austraits and camtraptor have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full austraits trajectory → · Compare camtraptor vs austraits →
4. ggdemetra · velocity 0.0
A ggplot2 layer for seasonal adjustment output, filling in one plot type at a time.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where camtraptor leans on camera traps, biodiversity data and data standards, ggdemetra focuses on seasonal adjustment, ggplot2 and time series.
ggdemetra and camtraptor have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full ggdemetra trajectory → · Compare camtraptor vs ggdemetra →
5. fossilsim · velocity 0.0
A fossil-record simulator that quietly grew a trait-evolution engine.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “Trait simulation arrives: Mk, BM and OU models”.
Where camtraptor leans on camera traps, biodiversity data and data standards, fossilsim focuses on phylogenetics, simulation and trait evolution.
fossilsim and camtraptor have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full fossilsim trajectory → · Compare camtraptor vs fossilsim →
6. tern.rbmi · velocity 0.0
Reference-based multiple imputation tables, shipping only what CRAN checks demand.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where camtraptor leans on camera traps, biodiversity data and data standards, tern.rbmi focuses on pharmaverse, multiple imputation and cran maintenance.
tern.rbmi and camtraptor have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full tern.rbmi trajectory → · Compare camtraptor vs tern.rbmi →
7. tern.mmrm · velocity 0.0
An MMRM tabulation package that has published nothing since its 2024 CRAN releases.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where camtraptor leans on camera traps, biodiversity data and data standards, tern.mmrm focuses on pharmaverse, mmrm and tabulation.
tern.mmrm and camtraptor have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full tern.mmrm trajectory → · Compare camtraptor vs tern.mmrm →
8. ggmagnify · velocity 0.0
A single-purpose ggplot2 inset tool, refining the same three arguments.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where camtraptor leans on camera traps, biodiversity data and data standards, ggmagnify focuses on ggplot2, data visualization and inset plots.
ggmagnify and camtraptor have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full ggmagnify trajectory → · Compare camtraptor vs ggmagnify →
9. symengine · velocity 0.0
An R symbolic-maths binding whose changelog is really the C++ core's release notes.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where camtraptor leans on camera traps, biodiversity data and data standards, symengine focuses on symbolic computation, cas and cpp core.
symengine and camtraptor have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full symengine trajectory → · Compare camtraptor vs symengine →
10. gtfstools · velocity 0.0
Gtfstools stopped guarding its own object model and started accepting everyone else's.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “Accepts GTFS objects from gtfsio and tidytransit”.
Where camtraptor leans on camera traps, biodiversity data and data standards, gtfstools focuses on gtfs, public transport and geospatial.
gtfstools and camtraptor have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full gtfstools trajectory → · Compare camtraptor vs gtfstools →
11. quantities · velocity 0.0
The glue package that makes R carry units and uncertainty through the same calculation.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where camtraptor leans on camera traps, biodiversity data and data standards, quantities focuses on units, measurement uncertainty and error propagation.
quantities and camtraptor have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full quantities trajectory → · Compare camtraptor vs quantities →
12. dietr · velocity 0.0
A fish diet package whose release history is really a record of surviving rfishbase.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where camtraptor leans on camera traps, biodiversity data and data standards, dietr focuses on fish ecology, diet analysis and fishbase.
dietr and camtraptor 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 camtraptor?
The top camtraptor alternatives we currently track in analytics tools are qqman, constants, austraits, ggdemetra, fossilsim, ranked by recent ship velocity.
How is this list of camtraptor alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare camtraptor directly with one of these alternatives?
Yes — every card has a "Compare with camtraptor" link to a side-by-side /compare page.