Using newly digitized unemployment insurance claims data we construct a historical monthly unemployment series for U …-level unemployment data, which are only available from January 1976 onwards, and capture consistent patterns in the business cycle. We … use our claims-based unemployment series to examine the evolving pace of post-war unemployment recoveries at the state …