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 Dayton, OH (MSA) Series ID: SMU39193806562200001SA 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 2024-03-01 Last Updated: 2024-04-20 5:13 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/SMU39193806562200001). 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 17.670226961049398 1990-02-01 17.728979105532900 1990-03-01 17.807566655377300 1990-04-01 17.227573181201000 1990-05-01 17.258925959997100 1990-06-01 17.483292454413900 1990-07-01 17.251363814990803 1990-08-01 17.314805003698900 1990-09-01 17.221481121117800 1990-10-01 17.379797872489400 1990-11-01 17.356325136664300 1990-12-01 17.295979403240600 1991-01-01 17.374745018506502 1991-02-01 17.429567200058600 1991-03-01 17.400320721978200 1991-04-01 17.538878611968800 1991-05-01 17.655699840046900 1991-06-01 17.686947527311400 1991-07-01 17.655897438823400 1991-08-01 17.605775727611200 1991-09-01 17.712453119997800 1991-10-01 17.676255021417102 1991-11-01 17.655387002758502 1991-12-01 18.000730690380003 1992-01-01 18.079224697096700 1992-02-01 17.839342606644102 1992-03-01 17.903913221491198 1992-04-01 17.942647337763700 1992-05-01 17.846229673064400 1992-06-01 17.893386585956300 1992-07-01 18.057018028576000 1992-08-01 17.992321934653700 1992-09-01 17.990712396533100 1992-10-01 18.077569892542100 1992-11-01 18.156052995686500 1992-12-01 18.200627651028900 1993-01-01 18.299137756561300 1993-02-01 18.367629295678302 1993-03-01 18.608112605635398 1993-04-01 18.237824767803200 1993-05-01 18.224127471032100 1993-06-01 18.287822068346802 1993-07-01 18.255189022968500 1993-08-01 18.582487255939600 1993-09-01 18.484060887720300 1993-10-01 18.277129751604000 1993-11-01 18.254121796194000 1993-12-01 18.095445847174197 1994-01-01 18.023521672447103 1994-02-01 18.005483271735102 1994-03-01 18.029039376114300 1994-04-01 17.721219884453700 1994-05-01 17.788947021183000 1994-06-01 17.661022634122100 1994-07-01 17.663479976729400 1994-08-01 17.675393721609700 1994-09-01 17.584443521716000 1994-10-01 17.682993692974502 1994-11-01 17.653175963672200 1994-12-01 17.681678006725700 1995-01-01 17.859247011207500 1995-02-01 17.849581968206300 1995-03-01 17.844837981939800 1995-04-01 18.095547693553698 1995-05-01 18.040981635901000 1995-06-01 18.015641040600897 1995-07-01 18.174709498191000 1995-08-01 18.183785987381200 1995-09-01 18.212920890234102 1995-10-01 18.089821627726000 1995-11-01 18.059977763738600 1995-12-01 18.273952250931700 1996-01-01 17.871091714851900 1996-02-01 17.876363009224900 1996-03-01 17.664416505412000 1996-04-01 17.860418337776900 1996-05-01 17.897170030449400 1996-06-01 17.968532267185500 1996-07-01 17.792464896470500 1996-08-01 17.700162150008500 1996-09-01 17.742993164462398 1996-10-01 17.809506282773200 1996-11-01 17.872415226184800 1996-12-01 17.972466149859898 1997-01-01 17.666126808040700 1997-02-01 17.880633309226397 1997-03-01 17.961950018272898 1997-04-01 18.135254936594700 1997-05-01 18.267450086009898 1997-06-01 18.434469441270398 1997-07-01 18.110159967641998 1997-08-01 18.622848931113400 1997-09-01 18.579073364366600 1997-10-01 18.725152777197103 1997-11-01 18.784273140462503 1997-12-01 18.878768369112300 1998-01-01 18.734992013374400 1998-02-01 18.764566194153100 1998-03-01 18.754188688907000 1998-04-01 18.827822675888900 1998-05-01 18.768758773063500 1998-06-01 18.721685002134400 1998-07-01 18.322955330045897 1998-08-01 18.519202254573300 1998-09-01 18.599902262053398 1998-10-01 18.542358682407300 1998-11-01 18.487773505884700 1998-12-01 18.491844472962300 1999-01-01 18.709674172635502 1999-02-01 18.738485016163700 1999-03-01 18.642869729319500 1999-04-01 18.545281467061802 1999-05-01 18.483111318296700 1999-06-01 18.429946576706500 1999-07-01 18.314450491984400 1999-08-01 18.299770585863600 1999-09-01 18.300185946169100 1999-10-01 18.250140207154800 1999-11-01 18.295473499518300 1999-12-01 18.211699130448100 2000-01-01 18.389103334317500 2000-02-01 18.416354489248200 2000-03-01 18.442901270156900 2000-04-01 18.373200045444600 2000-05-01 18.415191508235498 2000-06-01 18.147986071687400 2000-07-01 18.278322361273900 2000-08-01 18.158075842011300 2000-09-01 18.382536479589200 2000-10-01 18.558498120354603 2000-11-01 18.497793009298500 2000-12-01 18.531240100810102 2001-01-01 17.896632858066603 2001-02-01 17.805469434006500 2001-03-01 17.850709516037700 2001-04-01 17.906345792673896 2001-05-01 17.841206946430400 2001-06-01 17.959956130717302 2001-07-01 18.234212761950700 2001-08-01 18.117705691749100 2001-09-01 18.063049118854000 2001-10-01 18.049364184673802 2001-11-01 18.198930274380500 2001-12-01 18.237161121504000 2002-01-01 18.222339868247100 2002-02-01 18.319966432952302 2002-03-01 18.265420904927400 2002-04-01 18.330285332806397 2002-05-01 18.464653952392897 2002-06-01 18.462376847017500 2002-07-01 18.587604821632300 2002-08-01 18.578873896553100 2002-09-01 18.651296429025802 2002-10-01 18.538546260653998 2002-11-01 18.496193872319200 2002-12-01 18.527355072596800 2003-01-01 18.467255087142302 2003-02-01 18.641052963923300 2003-03-01 18.880581682941700 2003-04-01 18.641614589634000 2003-05-01 18.670578128310602 2003-06-01 18.757063945251900 2003-07-01 18.860486148679303 2003-08-01 18.960034414580900 2003-09-01 18.945814124449500 2003-10-01 18.618850356147302 2003-11-01 18.597844679650898 2003-12-01 18.713301299059300 2004-01-01 18.806771286934800 2004-02-01 18.860939150372800 2004-03-01 18.882810048842600 2004-04-01 18.945366000265800 2004-05-01 18.973719716085103 2004-06-01 19.044479208008603 2004-07-01 19.056014294416700 2004-08-01 19.159378382478800 2004-09-01 19.148821257600602 2004-10-01 19.299191964125498 2004-11-01 19.292690289868396 2004-12-01 19.292437343346100 2005-01-01 19.339228443418800 2005-02-01 19.274042331386800 2005-03-01 19.384395890197400 2005-04-01 19.442621275266000 2005-05-01 19.463244491289302 2005-06-01 19.432840863797300 2005-07-01 19.582950267896700 2005-08-01 19.565045254865100 2005-09-01 19.660537193704800 2005-10-01 19.674188348994000 2005-11-01 19.683455668776700 2005-12-01 19.766407182351198 2006-01-01 19.658041147546800 2006-02-01 19.589300842194604 2006-03-01 19.981950389300998 2006-04-01 19.538582834433697 2006-05-01 19.658042416247900 2006-06-01 19.625034161147500 2006-07-01 19.506370381107000 2006-08-01 19.474248006241300 2006-09-01 19.368810935962397 2006-10-01 19.358342851129000 2006-11-01 19.480119674147300 2006-12-01 19.347370558019800 2007-01-01 19.370068161752200 2007-02-01 19.393834724050000 2007-03-01 19.383045283948900 2007-04-01 19.330160471140700 2007-05-01 19.338076604669100 2007-06-01 19.526409635883898 2007-07-01 19.428557567665802 2007-08-01 19.485192001488100 2007-09-01 19.572994153881100 2007-10-01 19.651070938502397 2007-11-01 19.685200070280200 2007-12-01 19.741322902583700 2008-01-01 19.668362412239603 2008-02-01 19.697674667793000 2008-03-01 19.682974464651900 2008-04-01 19.820288981692300 2008-05-01 19.913432994398600 2008-06-01 19.929961951137397 2008-07-01 19.933885324760500 2008-08-01 20.103613315207802 2008-09-01 20.068762532261697 2008-10-01 20.056187949464300 2008-11-01 20.099130321279400 2008-12-01 20.055572649958400 2009-01-01 19.956113574391900 2009-02-01 19.896601076095397 2009-03-01 19.882208172536800 2009-04-01 19.698785006293200 2009-05-01 19.576768077780002 2009-06-01 19.642147798467900 2009-07-01 19.646024745191700 2009-08-01 19.517455456542700 2009-09-01 19.469459879890300 2009-10-01 19.468550613808200 2009-11-01 19.298928576858398 2009-12-01 19.281112333548000 2010-01-01 19.635345498836397 2010-02-01 19.504056769921000 2010-03-01 19.474311988041002 2010-04-01 19.483373472093700 2010-05-01 19.447996860596398 2010-06-01 19.252222297050800 2010-07-01 19.239484317819000 2010-08-01 19.031424409720300 2010-09-01 19.177369910622197 2010-10-01 19.183922017085898 2010-11-01 19.091778734199500 2010-12-01 19.213102927878400 2011-01-01 19.019538766827100 2011-02-01 18.908134088096897 2011-03-01 18.862795652436300 2011-04-01 18.974133107452400 2011-05-01 19.017409111506200 2011-06-01 18.961525185094200 2011-07-01 18.933095114160900 2011-08-01 18.839545456879500 2011-09-01 18.894270685647700 2011-10-01 18.704124254003800 2011-11-01 18.574845930465300 2011-12-01 18.625349187082698 2012-01-01 18.899322201589400 2012-02-01 18.724055693805898 2012-03-01 18.663138032669000 2012-04-01 18.586743031006502 2012-05-01 18.189910886617700 2012-06-01 18.361111504484400 2012-07-01 18.212150026275800 2012-08-01 18.339000288699697 2012-09-01 18.315404100963200 2012-10-01 18.329176011374000 2012-11-01 18.459257059316100 2012-12-01 18.123904905857803 2013-01-01 18.281143089022200 2013-02-01 18.236350942256300 2013-03-01 18.271545328602800 2013-04-01 18.212693231252200 2013-05-01 18.158746902389200 2013-06-01 18.268067814642897 2013-07-01 18.291203693557602 2013-08-01 18.231955825085700 2013-09-01 18.130332211585802 2013-10-01 18.354281864027300 2013-11-01 18.246724064511000 2013-12-01 17.909257126761197 2014-01-01 18.057627840346600 2014-02-01 18.155606655621398 2014-03-01 18.187210187650198 2014-04-01 18.148145228972897 2014-05-01 18.129632236720898 2014-06-01 18.178281410407898 2014-07-01 18.156981856885900 2014-08-01 18.121634489364200 2014-09-01 18.144646436911604 2014-10-01 18.073879458107300 2014-11-01 18.051549943649900 2014-12-01 18.294839440543400 2015-01-01 18.237029963964400 2015-02-01 18.162746780625300 2015-03-01 18.200233857842697 2015-04-01 18.280789179404400 2015-05-01 18.394473172077600 2015-06-01 18.398038903315500 2015-07-01 18.428545053506500 2015-08-01 18.518931957435697 2015-09-01 18.441745489091300 2015-10-01 18.491914482993200 2015-11-01 18.874771217280603 2015-12-01 18.777622997291502 2016-01-01 18.510351578841000 2016-02-01 18.571440808980700 2016-03-01 18.519435858704900 2016-04-01 18.403301735024700 2016-05-01 18.554448435794498 2016-06-01 18.514944685016400 2016-07-01 18.615575906163700 2016-08-01 18.515834147926800 2016-09-01 18.629008475575800 2016-10-01 18.609949168708802 2016-11-01 18.595492563087200 2016-12-01 18.473100363313000 2017-01-01 18.692067631615700 2017-02-01 18.665652342901602 2017-03-01 18.726414916762900 2017-04-01 18.823751436639000 2017-05-01 18.827619044927800 2017-06-01 18.832317679353800 2017-07-01 18.919779526309700 2017-08-01 19.014447158316700 2017-09-01 19.001975160573398 2017-10-01 19.113528767191102 2017-11-01 19.106248939223800 2017-12-01 19.185639632038600 2018-01-01 19.182411738118200 2018-02-01 19.159274772530697 2018-03-01 19.128991697669900 2018-04-01 19.041216446355100 2018-05-01 19.011145951654000 2018-06-01 18.937895644053400 2018-07-01 18.935897951869700 2018-08-01 18.807797766226700 2018-09-01 18.782037538174000 2018-10-01 18.702618528838300 2018-11-01 18.704456883781500 2018-12-01 18.807599571581500 2019-01-01 18.890248212316700 2019-02-01 18.950069435144300 2019-03-01 19.021131933520000 2019-04-01 19.160671336340100 2019-05-01 19.208542202511400 2019-06-01 19.229765645838100 2019-07-01 19.148005535448500 2019-08-01 19.201028117531102 2019-09-01 19.262542473612100 2019-10-01 19.188834298690104 2019-11-01 19.313804092772997 2019-12-01 19.432966916912800 2020-01-01 19.299413448669800 2020-02-01 19.343241428178600 2020-03-01 19.409761825466198 2020-04-01 17.374920328239400 2020-05-01 17.204630452159100 2020-06-01 18.710847907545700 2020-07-01 17.862205211389398 2020-08-01 18.095679332798700 2020-09-01 18.550832804777396 2020-10-01 19.578606557417800 2020-11-01 19.624103395768200 2020-12-01 19.653815112316500 2021-01-01 18.613998536269300 2021-02-01 17.932945154414803 2021-03-01 17.894182200151900 2021-04-01 17.883815900920200 2021-05-01 18.011535764742998 2021-06-01 17.991278996405000 2021-07-01 17.962733712230300 2021-08-01 17.994496335995397 2021-09-01 17.843762200439397 2021-10-01 18.069475428747300 2021-11-01 18.045202050985697 2021-12-01 17.972327798758897 2022-01-01 18.026108600906998 2022-02-01 18.020944986801100 2022-03-01 18.079350300718602 2022-04-01 18.084352477658900 2022-05-01 18.014740574887103 2022-06-01 18.073067819611000 2022-07-01 18.161436173484300 2022-08-01 17.996891232168900 2022-09-01 17.943795350773602 2022-10-01 17.965922679801900 2022-11-01 17.967872169016896 2022-12-01 18.083727372356400 2023-01-01 18.234958993011400 2023-02-01 18.309604610586200 2023-03-01 18.464817005886200 2023-04-01 18.478337557802200 2023-05-01 18.622509823459000 2023-06-01 18.658242490758198 2023-07-01 18.753545890397998 2023-08-01 18.799336996620102 2023-09-01 18.947909873244200 2023-10-01 18.969722200706002 2023-11-01 18.991678927295900 2023-12-01 19.090019353032602 2024-01-01 19.037255496706102 2024-02-01 19.100139621748800 2024-03-01 19.053484529571396