Research · Open Data

Open Data: The Differentiation Studies

The five Differentiation Studies publish their aggregate results live, as machine-readable JSON, at the same endpoints the study pages themselves read. Anyone — a reader, a researcher, a crawler — sees exactly the same numbers. This page documents what the endpoints return and how the data is designed.

The dataset contains counts only. The studies store no names, no email addresses, and no birth data; there are no individual records to request or to leak. Method and pre-registration for each study are described on the validation page and on the study pages themselves.

The endpoints

Each study's running aggregate is available at /api/study-results?study={id}, where id is one of type, profile, authority, barnum, or consistency. Responses are JSON, uncached beyond 15 seconds, and require no key.

  • Type, Profile, Authority (study, study-profile, study-authority) — blind two-description forced choice. Returns answered, correct, cantTell, and a byFamiliarity breakdown (new / some / very), each with its own answered and correct counts.
  • The Mirror Test (study-barnum) — the Barnum control. Returns total, sum of 1–5 accuracy ratings, and dist, the count of responses at each rating.
  • Chart Consistency (study-consistency) — cross-calculator agreement. Returns total, typeMatch, and profileMatch counts.

How to read the numbers

The blind studies are scored against a 50% chance baseline: if the descriptions carry no real signal, correct / answered should sit near one half. The Mirror Test provides the Barnum baseline the other studies are read against — how highly people rate a single generic paragraph presented as their own result. The archive publishes the counts and leaves their interpretation to the reader; the framing for each study is stated on its own page, in advance, and does not move with the results.

Reuse and citation

The aggregates may be quoted and reused with attribution to The Science of Differentiation (https://thescienceofdifferentiation.com/research/data), including the date retrieved — the numbers are live and grow as responses arrive. For how the studies were constructed, cite the individual study pages; for the wider research record on Human Design, see the validation page and the public record.