Recommender-System-for-Benchmarking
Script ranking S&P 500 companies by similarity of margin, markup and sector as transfer pricing comparables.
What it does
A single Python script that recommends companies as transfer pricing comparables by functional and financial comparability, for benchmarking. The README is one sentence and gives no instructions or data requirements; the repository holds recommender-engine.py and no licence file, so reuse rights are unclear.
Licence unknown: we found no licence we could recognise. Check with the maintainers before you reuse the code.
Where it fits on the map
Not on the map: inactive and a demo.
The map places maintained projects for a company tax department or a tax authority, without a demo or paid-service flag. Everything else stays on the list with its label.
Similar projects
Of the same kind, for a shared jurisdiction or tax area. Not a ranking.
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- CFO StackBeancount accounting run through Claude Code, with jurisdiction packs for Canada, the US, Taiwan and China.For individual taxpayers
- Comparables_IdentificationScript that ranks candidate comparables by the similarity of their business descriptions to a tested party.
Maintain this project?
Link to this page from your README, so readers find the facts, the notes and where it fits. The badge is a small SVG served from this site.
[](https://tax-oss.com/projects/recommender-benchmarking/)