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Platform

Deterministic Data

Data tied to a known, verified identity such as a logged-in user or matched device ID as opposed to probabilistic inferences.

The tradeoff with deterministic data is coverage: it’s highly accurate for the individuals it covers (a logged-in app user, a loyalty member) but by definition can’t say anything about everyone else which is why most real-world graphs blend deterministic identifiers with probabilistic modeling to extend reach.

Further reading: Identity data fundamentals · Identity layer

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