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Why the labour data keeps surprising the same people

Revisions are not noise. They are information about which series to trust.

A first print is an estimate built from an incomplete sample. Treating it as a fact and the revision as an inconvenience gets the epistemics exactly backwards.

Building a revision-aware view

Track the average revision by series and by month. Some series revise in a consistent direction, which is useful information the headline never carries.

CapitalSignal Research

Read the work behind the coverage

Long-form analysis from the desk: market structure, capital allocation and the numbers companies would rather you skipped.

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