{
 "schema": "tdv.series.v1",
 "series": {
  "slug": "us-rental-vacancy-quarterly",
  "title": "Share of America's rental homes standing empty, quarterly",
  "source": "fred",
  "source_series_id": "RRVRUSQ156N",
  "frequency": "quarterly",
  "units": "percent of rental inventory vacant",
  "unit_symbol": "%",
  "geography": "US"
 },
 "observations": [
  {
   "date": "1956-01-01",
   "value": 6.2
  },
  {
   "date": "1956-04-01",
   "value": 5.9
  },
  {
   "date": "1956-07-01",
   "value": 6.3
  },
  {
   "date": "1956-10-01",
   "value": 5.8
  },
  {
   "date": "1957-01-01",
   "value": 5.3
  },
  {
   "date": "1957-04-01",
   "value": 5.3
  },
  {
   "date": "1957-07-01",
   "value": 5.7
  },
  {
   "date": "1957-10-01",
   "value": 5.8
  },
  {
   "date": "1958-01-01",
   "value": 6.3
  },
  {
   "date": "1958-04-01",
   "value": 6.5
  },
  {
   "date": "1958-07-01",
   "value": 6.3
  },
  {
   "date": "1958-10-01",
   "value": 6.6
  },
  {
   "date": "1959-01-01",
   "value": 6.8
  },
  {
   "date": "1959-04-01",
   "value": 7.3
  },
  {
   "date": "1959-07-01",
   "value": 7.2
  },
  {
   "date": "1959-10-01",
   "value": 7
  },
  {
   "date": "1960-01-01",
   "value": 8
  },
  {
   "date": "1960-04-01",
   "value": 8
  },
  {
   "date": "1960-07-01",
   "value": 8.3
  },
  {
   "date": "1960-10-01",
   "value": 8.4
  },
  {
   "date": "1961-01-01",
   "value": 8.9
  },
  {
   "date": "1961-04-01",
   "value": 8.8
  },
  {
   "date": "1961-07-01",
   "value": 8.6
  },
  {
   "date": "1961-10-01",
   "value": 8.5
  },
  {
   "date": "1962-01-01",
   "value": 8.5
  },
  {
   "date": "1962-04-01",
   "value": 8.1
  },
  {
   "date": "1962-07-01",
   "value": 8
  },
  {
   "date": "1962-10-01",
   "value": 8.1
  },
  {
   "date": "1963-01-01",
   "value": 8
  },
  {
   "date": "1963-04-01",
   "value": 8.2
  },
  {
   "date": "1963-07-01",
   "value": 8.3
  },
  {
   "date": "1963-10-01",
   "value": 8.3
  },
  {
   "date": "1964-01-01",
   "value": 8.1
  },
  {
   "date": "1964-04-01",
   "value": 8.1
  },
  {
   "date": "1964-07-01",
   "value": 8.4
  },
  {
   "date": "1964-10-01",
   "value": 8.3
  },
  {
   "date": "1965-01-01",
   "value": 8.5
  },
  {
   "date": "1965-04-01",
   "value": 8.2
  },
  {
   "date": "1965-07-01",
   "value": 7.8
  },
  {
   "date": "1965-10-01",
   "value": 8.5
  },
  {
   "date": "1966-01-01",
   "value": 8.3
  },
  {
   "date": "1966-04-01",
   "value": 7.4
  },
  {
   "date": "1966-07-01",
   "value": 7.4
  },
  {
   "date": "1966-10-01",
   "value": 7.7
  },
  {
   "date": "1967-01-01",
   "value": 7.3
  },
  {
   "date": "1967-04-01",
   "value": 6.9
  },
  {
   "date": "1967-07-01",
   "value": 7
  },
  {
   "date": "1967-10-01",
   "value": 6.2
  },
  {
   "date": "1968-01-01",
   "value": 6.1
  },
  {
   "date": "1968-04-01",
   "value": 6.2
  },
  {
   "date": "1968-07-01",
   "value": 5.9
  },
  {
   "date": "1968-10-01",
   "value": 5.4
  },
  {
   "date": "1969-01-01",
   "value": 5.6
  },
  {
   "date": "1969-04-01",
   "value": 5.7
  },
  {
   "date": "1969-07-01",
   "value": 5.5
  },
  {
   "date": "1969-10-01",
   "value": 5.1
  },
  {
   "date": "1970-01-01",
   "value": 5.4
  },
  {
   "date": "1970-04-01",
   "value": 5.4
  },
  {
   "date": "1970-07-01",
   "value": 5.3
  },
  {
   "date": "1970-10-01",
   "value": 5.2
  },
  {
   "date": "1971-01-01",
   "value": 5.3
  },
  {
   "date": "1971-04-01",
   "value": 5.3
  },
  {
   "date": "1971-07-01",
   "value": 5.6
  },
  {
   "date": "1971-10-01",
   "value": 5.6
  },
  {
   "date": "1972-01-01",
   "value": 5.3
  },
  {
   "date": "1972-04-01",
   "value": 5.5
  },
  {
   "date": "1972-07-01",
   "value": 5.8
  },
  {
   "date": "1972-10-01",
   "value": 5.6
  },
  {
   "date": "1973-01-01",
   "value": 5.7
  },
  {
   "date": "1973-04-01",
   "value": 5.8
  },
  {
   "date": "1973-07-01",
   "value": 5.8
  },
  {
   "date": "1973-10-01",
   "value": 5.8
  },
  {
   "date": "1974-01-01",
   "value": 6.2
  },
  {
   "date": "1974-04-01",
   "value": 6.3
  },
  {
   "date": "1974-07-01",
   "value": 6.2
  },
  {
   "date": "1974-10-01",
   "value": 6
  },
  {
   "date": "1975-01-01",
   "value": 6.1
  },
  {
   "date": "1975-04-01",
   "value": 6.3
  },
  {
   "date": "1975-07-01",
   "value": 6.2
  },
  {
   "date": "1975-10-01",
   "value": 5.4
  },
  {
   "date": "1976-01-01",
   "value": 5.5
  },
  {
   "date": "1976-04-01",
   "value": 5.8
  },
  {
   "date": "1976-07-01",
   "value": 5.7
  },
  {
   "date": "1976-10-01",
   "value": 5.3
  },
  {
   "date": "1977-01-01",
   "value": 5.1
  },
  {
   "date": "1977-04-01",
   "value": 5.3
  },
  {
   "date": "1977-07-01",
   "value": 5.4
  },
  {
   "date": "1977-10-01",
   "value": 5.1
  },
  {
   "date": "1978-01-01",
   "value": 5
  },
  {
   "date": "1978-04-01",
   "value": 5.1
  },
  {
   "date": "1978-07-01",
   "value": 5
  },
  {
   "date": "1978-10-01",
   "value": 5
  },
  {
   "date": "1979-01-01",
   "value": 5.1
  },
  {
   "date": "1979-04-01",
   "value": 5.5
  },
  {
   "date": "1979-07-01",
   "value": 5.7
  },
  {
   "date": "1979-10-01",
   "value": 5.4
  },
  {
   "date": "1980-01-01",
   "value": 5.2
  },
  {
   "date": "1980-04-01",
   "value": 5.6
  },
  {
   "date": "1980-07-01",
   "value": 5.7
  },
  {
   "date": "1980-10-01",
   "value": 5
  },
  {
   "date": "1981-01-01",
   "value": 5.2
  },
  {
   "date": "1981-04-01",
   "value": 5
  },
  {
   "date": "1981-07-01",
   "value": 5
  },
  {
   "date": "1981-10-01",
   "value": 5
  },
  {
   "date": "1982-01-01",
   "value": 5.3
  },
  {
   "date": "1982-04-01",
   "value": 5.1
  },
  {
   "date": "1982-07-01",
   "value": 5.3
  },
  {
   "date": "1982-10-01",
   "value": 5.5
  },
  {
   "date": "1983-01-01",
   "value": 5.7
  },
  {
   "date": "1983-04-01",
   "value": 5.5
  },
  {
   "date": "1983-07-01",
   "value": 5.8
  },
  {
   "date": "1983-10-01",
   "value": 5.5
  },
  {
   "date": "1984-01-01",
   "value": 5.6
  },
  {
   "date": "1984-04-01",
   "value": 5.5
  },
  {
   "date": "1984-07-01",
   "value": 6
  },
  {
   "date": "1984-10-01",
   "value": 6.3
  },
  {
   "date": "1985-01-01",
   "value": 6.3
  },
  {
   "date": "1985-04-01",
   "value": 6.2
  },
  {
   "date": "1985-07-01",
   "value": 6.8
  },
  {
   "date": "1985-10-01",
   "value": 6.7
  },
  {
   "date": "1986-01-01",
   "value": 6.9
  },
  {
   "date": "1986-04-01",
   "value": 7.3
  },
  {
   "date": "1986-07-01",
   "value": 7.5
  },
  {
   "date": "1986-10-01",
   "value": 7.7
  },
  {
   "date": "1987-01-01",
   "value": 7.4
  },
  {
   "date": "1987-04-01",
   "value": 7.5
  },
  {
   "date": "1987-07-01",
   "value": 8.1
  },
  {
   "date": "1987-10-01",
   "value": 7.8
  },
  {
   "date": "1988-01-01",
   "value": 8
  },
  {
   "date": "1988-04-01",
   "value": 7.7
  },
  {
   "date": "1988-07-01",
   "value": 7.8
  },
  {
   "date": "1988-10-01",
   "value": 7.3
  },
  {
   "date": "1989-01-01",
   "value": 7.5
  },
  {
   "date": "1989-04-01",
   "value": 7.4
  },
  {
   "date": "1989-07-01",
   "value": 7.6
  },
  {
   "date": "1989-10-01",
   "value": 7.1
  },
  {
   "date": "1990-01-01",
   "value": 7.5
  },
  {
   "date": "1990-04-01",
   "value": 7
  },
  {
   "date": "1990-07-01",
   "value": 7.2
  },
  {
   "date": "1990-10-01",
   "value": 7.2
  },
  {
   "date": "1991-01-01",
   "value": 7.5
  },
  {
   "date": "1991-04-01",
   "value": 7.3
  },
  {
   "date": "1991-07-01",
   "value": 7.6
  },
  {
   "date": "1991-10-01",
   "value": 7.3
  },
  {
   "date": "1992-01-01",
   "value": 7.4
  },
  {
   "date": "1992-04-01",
   "value": 7.7
  },
  {
   "date": "1992-07-01",
   "value": 7.3
  },
  {
   "date": "1992-10-01",
   "value": 7.1
  },
  {
   "date": "1993-01-01",
   "value": 7.8
  },
  {
   "date": "1993-04-01",
   "value": 7.6
  },
  {
   "date": "1993-07-01",
   "value": 7
  },
  {
   "date": "1993-10-01",
   "value": 6.9
  },
  {
   "date": "1994-01-01",
   "value": 7.5
  },
  {
   "date": "1994-04-01",
   "value": 7.4
  },
  {
   "date": "1994-07-01",
   "value": 7.2
  },
  {
   "date": "1994-10-01",
   "value": 7.4
  },
  {
   "date": "1995-01-01",
   "value": 7.4
  },
  {
   "date": "1995-04-01",
   "value": 7.7
  },
  {
   "date": "1995-07-01",
   "value": 7.7
  },
  {
   "date": "1995-10-01",
   "value": 7.7
  },
  {
   "date": "1996-01-01",
   "value": 7.9
  },
  {
   "date": "1996-04-01",
   "value": 7.8
  },
  {
   "date": "1996-07-01",
   "value": 8
  },
  {
   "date": "1996-10-01",
   "value": 7.7
  },
  {
   "date": "1997-01-01",
   "value": 7.5
  },
  {
   "date": "1997-04-01",
   "value": 7.9
  },
  {
   "date": "1997-07-01",
   "value": 7.9
  },
  {
   "date": "1997-10-01",
   "value": 7.7
  },
  {
   "date": "1998-01-01",
   "value": 7.7
  },
  {
   "date": "1998-04-01",
   "value": 8
  },
  {
   "date": "1998-07-01",
   "value": 8.2
  },
  {
   "date": "1998-10-01",
   "value": 7.8
  },
  {
   "date": "1999-01-01",
   "value": 8.2
  },
  {
   "date": "1999-04-01",
   "value": 8.1
  },
  {
   "date": "1999-07-01",
   "value": 8.2
  },
  {
   "date": "1999-10-01",
   "value": 7.9
  },
  {
   "date": "2000-01-01",
   "value": 7.9
  },
  {
   "date": "2000-04-01",
   "value": 8
  },
  {
   "date": "2000-07-01",
   "value": 8.2
  },
  {
   "date": "2000-10-01",
   "value": 7.8
  },
  {
   "date": "2001-01-01",
   "value": 8.2
  },
  {
   "date": "2001-04-01",
   "value": 8.3
  },
  {
   "date": "2001-07-01",
   "value": 8.4
  },
  {
   "date": "2001-10-01",
   "value": 8.8
  },
  {
   "date": "2002-01-01",
   "value": 9.1
  },
  {
   "date": "2002-04-01",
   "value": 8.4
  },
  {
   "date": "2002-07-01",
   "value": 9
  },
  {
   "date": "2002-10-01",
   "value": 9.3
  },
  {
   "date": "2003-01-01",
   "value": 9.4
  },
  {
   "date": "2003-04-01",
   "value": 9.6
  },
  {
   "date": "2003-07-01",
   "value": 9.9
  },
  {
   "date": "2003-10-01",
   "value": 10.2
  },
  {
   "date": "2004-01-01",
   "value": 10.4
  },
  {
   "date": "2004-04-01",
   "value": 10.2
  },
  {
   "date": "2004-07-01",
   "value": 10.1
  },
  {
   "date": "2004-10-01",
   "value": 10
  },
  {
   "date": "2005-01-01",
   "value": 10.1
  },
  {
   "date": "2005-04-01",
   "value": 9.8
  },
  {
   "date": "2005-07-01",
   "value": 9.9
  },
  {
   "date": "2005-10-01",
   "value": 9.6
  },
  {
   "date": "2006-01-01",
   "value": 9.5
  },
  {
   "date": "2006-04-01",
   "value": 9.6
  },
  {
   "date": "2006-07-01",
   "value": 9.9
  },
  {
   "date": "2006-10-01",
   "value": 9.8
  },
  {
   "date": "2007-01-01",
   "value": 10.1
  },
  {
   "date": "2007-04-01",
   "value": 9.5
  },
  {
   "date": "2007-07-01",
   "value": 9.8
  },
  {
   "date": "2007-10-01",
   "value": 9.6
  },
  {
   "date": "2008-01-01",
   "value": 10.1
  },
  {
   "date": "2008-04-01",
   "value": 10
  },
  {
   "date": "2008-07-01",
   "value": 9.9
  },
  {
   "date": "2008-10-01",
   "value": 10.1
  },
  {
   "date": "2009-01-01",
   "value": 10.1
  },
  {
   "date": "2009-04-01",
   "value": 10.6
  },
  {
   "date": "2009-07-01",
   "value": 11.1
  },
  {
   "date": "2009-10-01",
   "value": 10.7
  },
  {
   "date": "2010-01-01",
   "value": 10.6
  },
  {
   "date": "2010-04-01",
   "value": 10.6
  },
  {
   "date": "2010-07-01",
   "value": 10.3
  },
  {
   "date": "2010-10-01",
   "value": 9.4
  },
  {
   "date": "2011-01-01",
   "value": 9.7
  },
  {
   "date": "2011-04-01",
   "value": 9.2
  },
  {
   "date": "2011-07-01",
   "value": 9.8
  },
  {
   "date": "2011-10-01",
   "value": 9.4
  },
  {
   "date": "2012-01-01",
   "value": 8.8
  },
  {
   "date": "2012-04-01",
   "value": 8.6
  },
  {
   "date": "2012-07-01",
   "value": 8.6
  },
  {
   "date": "2012-10-01",
   "value": 8.7
  },
  {
   "date": "2013-01-01",
   "value": 8.6
  },
  {
   "date": "2013-04-01",
   "value": 8.2
  },
  {
   "date": "2013-07-01",
   "value": 8.3
  },
  {
   "date": "2013-10-01",
   "value": 8.2
  },
  {
   "date": "2014-01-01",
   "value": 8.3
  },
  {
   "date": "2014-04-01",
   "value": 7.5
  },
  {
   "date": "2014-07-01",
   "value": 7.4
  },
  {
   "date": "2014-10-01",
   "value": 7
  },
  {
   "date": "2015-01-01",
   "value": 7.1
  },
  {
   "date": "2015-04-01",
   "value": 6.8
  },
  {
   "date": "2015-07-01",
   "value": 7.3
  },
  {
   "date": "2015-10-01",
   "value": 7
  },
  {
   "date": "2016-01-01",
   "value": 7
  },
  {
   "date": "2016-04-01",
   "value": 6.7
  },
  {
   "date": "2016-07-01",
   "value": 6.8
  },
  {
   "date": "2016-10-01",
   "value": 6.9
  },
  {
   "date": "2017-01-01",
   "value": 7
  },
  {
   "date": "2017-04-01",
   "value": 7.3
  },
  {
   "date": "2017-07-01",
   "value": 7.5
  },
  {
   "date": "2017-10-01",
   "value": 6.9
  },
  {
   "date": "2018-01-01",
   "value": 7
  },
  {
   "date": "2018-04-01",
   "value": 6.8
  },
  {
   "date": "2018-07-01",
   "value": 7.1
  },
  {
   "date": "2018-10-01",
   "value": 6.6
  },
  {
   "date": "2019-01-01",
   "value": 7
  },
  {
   "date": "2019-04-01",
   "value": 6.8
  },
  {
   "date": "2019-07-01",
   "value": 6.8
  },
  {
   "date": "2019-10-01",
   "value": 6.4
  },
  {
   "date": "2020-01-01",
   "value": 6.6
  },
  {
   "date": "2020-04-01",
   "value": 5.7
  },
  {
   "date": "2020-07-01",
   "value": 6.4
  },
  {
   "date": "2020-10-01",
   "value": 6.5
  },
  {
   "date": "2021-01-01",
   "value": 6.8
  },
  {
   "date": "2021-04-01",
   "value": 6.2
  },
  {
   "date": "2021-07-01",
   "value": 5.8
  },
  {
   "date": "2021-10-01",
   "value": 5.6
  },
  {
   "date": "2022-01-01",
   "value": 5.8
  },
  {
   "date": "2022-04-01",
   "value": 5.6
  },
  {
   "date": "2022-07-01",
   "value": 6
  },
  {
   "date": "2022-10-01",
   "value": 5.8
  },
  {
   "date": "2023-01-01",
   "value": 6.4
  },
  {
   "date": "2023-04-01",
   "value": 6.3
  },
  {
   "date": "2023-07-01",
   "value": 6.6
  },
  {
   "date": "2023-10-01",
   "value": 6.6
  },
  {
   "date": "2024-01-01",
   "value": 6.6
  },
  {
   "date": "2024-04-01",
   "value": 6.6
  },
  {
   "date": "2024-07-01",
   "value": 6.9
  },
  {
   "date": "2024-10-01",
   "value": 6.9
  },
  {
   "date": "2025-01-01",
   "value": 7.1
  },
  {
   "date": "2025-04-01",
   "value": 7
  },
  {
   "date": "2025-07-01",
   "value": 7.1
  },
  {
   "date": "2025-10-01",
   "value": 7.2
  },
  {
   "date": "2026-01-01",
   "value": 7.3
  },
  {
   "date": "2026-04-01",
   "value": 7.3
  }
 ],
 "provenance": {
  "source_name": "Federal Reserve Bank of St. Louis",
  "source_url": "https://fred.stlouisfed.org/series/RRVRUSQ156N",
  "licence": "see licensing.md #1",
  "attribution": "Source: US Census Bureau (Housing Vacancy Survey) via FRED",
  "fetched_at": "2026-08-28T17:32:33.129Z",
  "expected_next": null
 }
}