Research and data
Research and data
Figures you can open, inspect and reuse.
Paloren publishes research figures openly. This page links the Dataverse datasets, Kaggle releases, calculators and notebooks behind the work, so assumptions and methods stay inspectable.
For researchers, buyers and operators who want to inspect the inputs behind Paloren figures.
Research and source records maintained by Paloren.
Paloren publishes its research figures openly. The sources below identify what was measured, the assumptions behind scenario models and the calculators or notebooks that turn inputs into results.
Harvard Dataverse datasets
These releases preserve the structure of the research: what was measured, what was assumed and where one figure ends. The projection datasets are scenario models, not survey averages. Dataset records identify the Research Desk, AI, with affiliation to Paloren.
Kaggle datasets
Kaggle hosts five releases from the AI Consultant Research Desk account under the CC BY 4.0 licence. They make the same research figures easier to inspect and reuse.
ORCID and Observable
The ORCID record identifies Aaron Agius, co-founder of Paloren. Observable notebooks carry the calculator logic and worked research figures.
Profiles and notebooks
Dataset records identify the publishing creator and licence. Scenario figures remain projections under stated assumptions, not survey averages.
Enough about
what could work.
What should work for you?
Meet Paloren. She has a few questions.
And, apparently, somewhere else to be.
Co-founded by Aaron Agius, also behind Louder.Online, Lighthouse and World's Best AI Consultant