Side by side
COINr vs partition
Both stand on statistical analysis software. Which one you can start free with, which one lets you read the code, and what each costs once you pay.
Free plan MacWindows
COINr provides a broad workflow for constructing, analysing, and presenting composite indicators. Its R-based setup and stated learning curve may require preparation before use.
Visit COINr Free plan Linux
partition offers configurable dimensionality reduction with mappings that remain easy to interpret. Its methods, plots, permutation tests, and large-feature handling make it suited to scripted R analysis rather than general desktop use.
Visit partitionThe facts
| COINr | partition | |
|---|---|---|
| Free plan | Yes | Yes |
| Open source | Not published | Not published |
| Runs on | Mac, Windows | Linux |
| Lowest paid plan | Not published | Not published |
| Plans published | None | None |
| Maker | Not published | Not published |
| Website | bluefoxr.github.io | uscbiostats.github.io |
| On statistical analysis software | #69 of 106 | #73 of 106 |
COINr: what it does well
- Free R package for composite indicators
- Flexible aggregation levels and indicator counts
- Manual, PCA, and correlation-optimised weighting
- Global uncertainty and sensitivity analysis
- Excel export and COIN Tool import
What to know first
- Requires R version 4.0.0 or later
- No statistical tests listed
- No regression models listed
- Requires reading and learning
partition: what it does well
- Free MIT-licensed package
- Custom partitioners supported
- Several built-in reduction methods
- Permutation testing included
- Handles large feature sets
What to know first
- Linux desktop deployment listed
- Requires R data frames or tibbles
- Performance varies by partitioning method
- Uses a default 4,000-feature cluster size
Alternatives to COINr Alternatives to partition The whole list