NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. Title: All Employees: Education and Health Services: Hospitals in Cincinnati, OH-KY-IN (MSA) Series ID: SMU39171406562200001SA Source: U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis Release: State and Metro Area Employment, Hours, and Earnings (Not a Press Release) Seasonal Adjustment: Seasonally Adjusted Frequency: Monthly Units: Thousands of Persons Date Range: 1990-01-01 to 2024-04-01 Last Updated: 2024-05-18 6:07 AM CDT Notes: The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here (https://fred.stlouisfed.org/series/SMU39171406562200001). Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator. DATE VALUE 1990-01-01 31.277309164832698 1990-02-01 31.474655145150800 1990-03-01 31.616722064897300 1990-04-01 31.504190057828000 1990-05-01 31.758723643914000 1990-06-01 32.060221092656800 1990-07-01 32.166513238138000 1990-08-01 32.297206539827900 1990-09-01 32.323453854255300 1990-10-01 32.302581310997800 1990-11-01 32.477585597323400 1990-12-01 32.522172335780600 1991-01-01 32.483806361471200 1991-02-01 32.582362277261600 1991-03-01 32.622391113936200 1991-04-01 32.604217472649005 1991-05-01 32.749879237016600 1991-06-01 32.763713602922900 1991-07-01 32.672641516529800 1991-08-01 32.699034637245305 1991-09-01 32.722513215973600 1991-10-01 32.813677990143600 1991-11-01 32.677211817785604 1991-12-01 32.625943461697600 1992-01-01 32.760721952947000 1992-02-01 32.777420333837110 1992-03-01 32.830934661986696 1992-04-01 32.896113417818500 1992-05-01 32.729317746477500 1992-06-01 32.879443536154106 1992-07-01 32.983727777591895 1992-08-01 32.904745719360900 1992-09-01 32.934347327286304 1992-10-01 32.925050530095504 1992-11-01 32.876583485733600 1992-12-01 32.934874537949604 1993-01-01 32.926694973125300 1993-02-01 32.765915487196600 1993-03-01 32.727072555415800 1993-04-01 32.782087797704400 1993-05-01 32.824873311095500 1993-06-01 32.696724729394800 1993-07-01 32.789071443837800 1993-08-01 32.616125848605700 1993-09-01 32.949469532725500 1993-10-01 33.342162641806304 1993-11-01 33.176459624190400 1993-12-01 33.242907415522700 1994-01-01 32.975886883117000 1994-02-01 33.059564783033100 1994-03-01 33.032197660672395 1994-04-01 32.870813426644800 1994-05-01 32.826616734461900 1994-06-01 32.818637993063100 1994-07-01 32.685312940636700 1994-08-01 32.722556713356900 1994-09-01 32.769661280814600 1994-10-01 32.550089835674300 1994-11-01 32.372600125867900 1994-12-01 32.548426341067604 1995-01-01 32.732823135172600 1995-02-01 32.853678839067300 1995-03-01 32.828584373103200 1995-04-01 33.068553868700400 1995-05-01 33.254075698712800 1995-06-01 33.437365996024200 1995-07-01 33.167581872972804 1995-08-01 33.224816966582700 1995-09-01 33.072993707270200 1995-10-01 32.947711538837500 1995-11-01 33.263815233888900 1995-12-01 33.140475921567400 1996-01-01 33.402350278332200 1996-02-01 33.761328369688300 1996-03-01 33.738676083364800 1996-04-01 33.585525750215600 1996-05-01 33.492678704279200 1996-06-01 33.668722538406804 1996-07-01 33.733164186773600 1996-08-01 33.813151960042300 1996-09-01 33.964685570812996 1996-10-01 34.121551546081200 1996-11-01 34.261054058149000 1996-12-01 34.423132102270700 1997-01-01 34.591445708676890 1997-02-01 34.583821855963500 1997-03-01 34.640783983274700 1997-04-01 34.811900632958700 1997-05-01 34.947116798839800 1997-06-01 35.117084262297695 1997-07-01 35.566454182802700 1997-08-01 35.189055770746300 1997-09-01 35.234887107879500 1997-10-01 35.181805697827900 1997-11-01 35.271817709988600 1997-12-01 35.208451249267995 1998-01-01 34.386475336732396 1998-02-01 34.396574456184695 1998-03-01 34.449536132009700 1998-04-01 35.131688062112700 1998-05-01 34.891662121097500 1998-06-01 34.874105283413805 1998-07-01 34.810526330563700 1998-08-01 34.864902431295400 1998-09-01 35.007544500676900 1998-10-01 35.243793710132610 1998-11-01 35.290639678529395 1998-12-01 35.398851107367500 1999-01-01 35.305842371521390 1999-02-01 35.314617048976200 1999-03-01 35.263720141808290 1999-04-01 34.840400744109395 1999-05-01 34.722185667476204 1999-06-01 34.815302885858900 1999-07-01 34.971040526911200 1999-08-01 35.332986052366400 1999-09-01 35.572030741869504 1999-10-01 35.022519033778500 1999-11-01 34.917561573934400 1999-12-01 35.010791199074800 2000-01-01 34.617946215627100 2000-02-01 34.791489272780300 2000-03-01 34.965348114562000 2000-04-01 34.938679811385500 2000-05-01 35.046632395811300 2000-06-01 34.940599849003895 2000-07-01 35.250697289473600 2000-08-01 35.409992858943504 2000-09-01 35.450767909916294 2000-10-01 34.916167411304400 2000-11-01 34.846793694158100 2000-12-01 34.733798683640300 2001-01-01 34.828188016786800 2001-02-01 35.071241912436600 2001-03-01 35.051440761494500 2001-04-01 35.426329291851500 2001-05-01 35.459512651075900 2001-06-01 35.451955867999600 2001-07-01 35.448512131597900 2001-08-01 35.397861749395000 2001-09-01 35.433334405617900 2001-10-01 35.628828457565300 2001-11-01 35.676729179781000 2001-12-01 35.771769633962200 2002-01-01 35.732477124900800 2002-02-01 35.640281830817400 2002-03-01 35.639981961922395 2002-04-01 35.596732320791794 2002-05-01 35.655918577821204 2002-06-01 35.843382490800200 2002-07-01 35.662882367592700 2002-08-01 35.997475865519900 2002-09-01 36.016708396810000 2002-10-01 36.056373920389900 2002-11-01 36.204487678699200 2002-12-01 36.315173161231500 2003-01-01 36.828159691441300 2003-02-01 36.625079345074795 2003-03-01 36.624894057725500 2003-04-01 36.667771424407500 2003-05-01 36.634750454839500 2003-06-01 36.821244348909296 2003-07-01 37.082904452132100 2003-08-01 37.194511562474000 2003-09-01 37.293729791136300 2003-10-01 37.896499220273000 2003-11-01 38.134973365114206 2003-12-01 38.158786782614300 2004-01-01 38.224593604436500 2004-02-01 38.314160420623395 2004-03-01 38.404602960385600 2004-04-01 38.344565338099606 2004-05-01 38.110680406712700 2004-06-01 38.292905927157100 2004-07-01 38.403469660448500 2004-08-01 38.400383300416000 2004-09-01 38.383101674340500 2004-10-01 38.327891997574700 2004-11-01 38.359595466995100 2004-12-01 38.394638050973896 2005-01-01 38.610000011082200 2005-02-01 38.714542372562704 2005-03-01 38.879121355607296 2005-04-01 39.137269692307100 2005-05-01 39.274539503763400 2005-06-01 39.356866656949390 2005-07-01 39.419044002905700 2005-08-01 39.504639425548504 2005-09-01 39.587352885740790 2005-10-01 39.552658567149700 2005-11-01 39.676210930863704 2005-12-01 39.721038347008100 2006-01-01 39.802157890840100 2006-02-01 39.923699116550200 2006-03-01 40.073595324363900 2006-04-01 40.332831261389500 2006-05-01 40.337725335447200 2006-06-01 40.413543142490100 2006-07-01 40.529065661566100 2006-08-01 40.912885683702200 2006-09-01 40.820771528885600 2006-10-01 40.659931102758400 2006-11-01 40.672390923582896 2006-12-01 40.527271687380600 2007-01-01 40.996220453003000 2007-02-01 40.942539027990200 2007-03-01 40.976548404026204 2007-04-01 40.637880915331200 2007-05-01 40.903630934709604 2007-06-01 41.056526303164300 2007-07-01 40.847665196492800 2007-08-01 40.937937401889000 2007-09-01 41.868775571348500 2007-10-01 42.058848346079394 2007-11-01 42.164547884141400 2007-12-01 42.211838797407900 2008-01-01 42.500426162038700 2008-02-01 42.562475912996100 2008-03-01 42.582502434675100 2008-04-01 42.642451951707100 2008-05-01 42.878236636212300 2008-06-01 43.105841404368400 2008-07-01 43.146476347633000 2008-08-01 43.252839396215110 2008-09-01 43.330710982794900 2008-10-01 43.552314528143500 2008-11-01 43.646974054038495 2008-12-01 43.796974442790500 2009-01-01 43.703754241600290 2009-02-01 43.670433060214000 2009-03-01 43.675907539820390 2009-04-01 43.648881012278004 2009-05-01 43.664292879041795 2009-06-01 43.656121330845600 2009-07-01 44.048324074986000 2009-08-01 44.183814861147205 2009-09-01 44.196031679747804 2009-10-01 44.246888456379500 2009-11-01 44.331242821385500 2009-12-01 44.286750924696900 2010-01-01 44.309243728252600 2010-02-01 44.264271882974995 2010-03-01 44.252276562430000 2010-04-01 44.649450878338605 2010-05-01 44.564294214084500 2010-06-01 44.518907170933296 2010-07-01 44.050159194426100 2010-08-01 44.111453108589710 2010-09-01 44.254081588241400 2010-10-01 44.349542487666290 2010-11-01 44.318820325664300 2010-12-01 44.492705605048100 2011-01-01 44.402619505178390 2011-02-01 44.549928859001600 2011-03-01 44.516238363532494 2011-04-01 44.945841470488500 2011-05-01 45.177239831870500 2011-06-01 45.187845410661296 2011-07-01 45.347406426707100 2011-08-01 45.541957743322200 2011-09-01 45.486871049914505 2011-10-01 45.456151471205300 2011-11-01 45.617718253400604 2011-12-01 45.693381002093496 2012-01-01 45.893177366154900 2012-02-01 46.041370546550596 2012-03-01 46.080690762130500 2012-04-01 45.940573929610900 2012-05-01 45.901711488097604 2012-06-01 46.083408486558895 2012-07-01 46.052909393776105 2012-08-01 46.057897659692200 2012-09-01 46.108090798683300 2012-10-01 46.464374499515900 2012-11-01 46.309248363624000 2012-12-01 46.197114530894700 2013-01-01 46.261163674636500 2013-02-01 46.428122123261700 2013-03-01 46.450764527502200 2013-04-01 46.446643238573294 2013-05-01 46.533635740931100 2013-06-01 46.681758448700400 2013-07-01 46.768580772434795 2013-08-01 46.871411605164700 2013-09-01 47.019120121409294 2013-10-01 47.264394448852300 2013-11-01 47.284794799332700 2013-12-01 47.492406679700200 2014-01-01 47.635538123456110 2014-02-01 47.629778007429800 2014-03-01 47.743132120651000 2014-04-01 47.754650599367710 2014-05-01 47.761103834652204 2014-06-01 47.794074494450600 2014-07-01 47.873885864502400 2014-08-01 47.770413205329895 2014-09-01 47.818249806509100 2014-10-01 47.165793421253500 2014-11-01 47.657239298825900 2014-12-01 47.778986506035610 2015-01-01 47.920832126650104 2015-02-01 47.837131429792300 2015-03-01 47.746821866099790 2015-04-01 48.271042104813900 2015-05-01 48.278793130344800 2015-06-01 48.391170244338795 2015-07-01 48.676344057604300 2015-08-01 48.973408803301600 2015-09-01 49.092174240251500 2015-10-01 49.278759784986200 2015-11-01 49.742345774675400 2015-12-01 49.458771975579300 2016-01-01 49.523199575008405 2016-02-01 49.555680295137500 2016-03-01 49.557662565478296 2016-04-01 49.591767932575800 2016-05-01 49.690112952779890 2016-06-01 49.680794057914106 2016-07-01 49.483095363509506 2016-08-01 49.659434952214696 2016-09-01 49.661128463566000 2016-10-01 49.889412962733400 2016-11-01 50.144983413687896 2016-12-01 49.837296523512110 2017-01-01 50.133614920663604 2017-02-01 50.154851857479100 2017-03-01 50.157483423240390 2017-04-01 50.323075181983390 2017-05-01 50.320536314959200 2017-06-01 50.155939978159500 2017-07-01 50.297902391847100 2017-08-01 50.056297642068800 2017-09-01 50.014704225576200 2017-10-01 49.992577552838405 2017-11-01 50.046851628465700 2017-12-01 50.119423641296700 2018-01-01 49.934646225899600 2018-02-01 50.151607952901294 2018-03-01 50.251892521028600 2018-04-01 50.252034121047200 2018-05-01 50.469499097725404 2018-06-01 50.748912309537000 2018-07-01 50.909818472691100 2018-08-01 50.957007695506200 2018-09-01 51.159774910029704 2018-10-01 50.970189864477400 2018-11-01 50.947981835145100 2018-12-01 50.879606966680000 2019-01-01 51.448770810488300 2019-02-01 51.565263371728200 2019-03-01 51.738312518903705 2019-04-01 51.802026461816595 2019-05-01 52.050534056884700 2019-06-01 52.149921023507204 2019-07-01 52.004190193839705 2019-08-01 52.352378627509900 2019-09-01 52.198050842202900 2019-10-01 52.433212846867100 2019-11-01 52.332641504391496 2019-12-01 52.446732817023000 2020-01-01 52.552022357780400 2020-02-01 52.687140388101795 2020-03-01 52.639368701247500 2020-04-01 51.453137924832600 2020-05-01 51.322697283252600 2020-06-01 51.473589687970800 2020-07-01 51.498233170958000 2020-08-01 51.428099843406706 2020-09-01 52.060697063949100 2020-10-01 51.764429125568000 2020-11-01 52.112412457974100 2020-12-01 52.726457917504100 2021-01-01 52.364591635291795 2021-02-01 52.297852998505300 2021-03-01 52.461342891887700 2021-04-01 52.515723477225706 2021-05-01 52.394120863402100 2021-06-01 52.288485361370790 2021-07-01 52.372813339356796 2021-08-01 52.288155671262000 2021-09-01 52.728073327518610 2021-10-01 52.500802652471200 2021-11-01 52.378474790236700 2021-12-01 52.434233753158910 2022-01-01 52.072018701031600 2022-02-01 52.010341566596100 2022-03-01 52.203344086674390 2022-04-01 51.959769576623000 2022-05-01 52.028080547630000 2022-06-01 51.610056220806210 2022-07-01 52.240876467567000 2022-08-01 52.348534874624100 2022-09-01 52.112817219025790 2022-10-01 52.344308346258900 2022-11-01 52.559080675823296 2022-12-01 52.338643031532300 2023-01-01 52.799635737535404 2023-02-01 53.027464890626200 2023-03-01 52.941710734452200 2023-04-01 53.312353863312104 2023-05-01 53.658540646716100 2023-06-01 54.108963919751610 2023-07-01 54.291949313769800 2023-08-01 54.600219228658000 2023-09-01 54.686635707047300 2023-10-01 55.105495926841705 2023-11-01 54.842261830156400 2023-12-01 55.049099708939600 2024-01-01 55.222082102509900 2024-02-01 55.443979392942890 2024-03-01 55.482560302102500 2024-04-01 55.660398223410700