Third place supply: what we have, what we lost, where we spend our time
https://findfourthspace.com/research/where-third-places-went

Clean data files from US federal sources that publish into the public domain.
Analysis by Andrew Ly.

Files
  atus_minutes_by_place.csv  (US Bureau of Labor Statistics)
  cbp_third_places_1998_2023.csv  (US Census Bureau, US Bureau of Economic Analysis)
    pop_thousands comes from FRED (https://fred.stlouisfed.org): BEA midyear population for the
    United States (series B230RC0A052NBEA) and Census estimates for Sacramento County (series
    CASACR5POP). per_10k and index_1998_100 are built from it.
  imls_sacramento_public_library.csv  (Institute of Museum and Library Services)
  imls_us_library_visits.csv  (Institute of Museum and Library Services)

Publishers
  US Bureau of Economic Analysis  https://www.bea.gov
  US Bureau of Labor Statistics  https://www.bls.gov
  US Census Bureau  https://www.census.gov
  Institute of Museum and Library Services  https://www.imls.gov
