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 Fort Worth-Arlington, TX (MD) Series ID: SMU48231046562200001SA 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 4:32 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/SMU48231046562200001). 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 16.107810641301597 1990-02-01 16.594875185675600 1990-03-01 16.921435602471398 1990-04-01 17.074614713567300 1990-05-01 17.350016542708400 1990-06-01 17.583674593865698 1990-07-01 17.794383243028800 1990-08-01 17.905903467276500 1990-09-01 17.983628730375800 1990-10-01 18.201539797633103 1990-11-01 18.229364302198700 1990-12-01 18.356381953976896 1991-01-01 18.591547292943100 1991-02-01 18.684048422711900 1991-03-01 18.834599928023398 1991-04-01 18.968600110973398 1991-05-01 19.171329947963102 1991-06-01 19.210897029002300 1991-07-01 19.193646047612000 1991-08-01 19.298833126473700 1991-09-01 19.277622725025100 1991-10-01 19.188947132122800 1991-11-01 19.213662016826103 1991-12-01 19.240259891891000 1992-01-01 17.781485945984603 1992-02-01 17.872825444659200 1992-03-01 17.958404896524502 1992-04-01 17.865118638706400 1992-05-01 17.916173992537800 1992-06-01 17.962705409589898 1992-07-01 17.681367221841302 1992-08-01 17.583505467530700 1992-09-01 17.653078670384200 1992-10-01 17.468408197327100 1992-11-01 17.789547117691900 1992-12-01 18.110714822755900 1993-01-01 17.890065136178897 1993-02-01 17.873418858654300 1993-03-01 17.791380486736397 1993-04-01 17.963557921705302 1993-05-01 17.962163646190398 1993-06-01 18.118199350543000 1993-07-01 18.168807834597303 1993-08-01 18.255222238841696 1993-09-01 18.313596081347800 1993-10-01 17.242532660943700 1993-11-01 17.362482730722400 1993-12-01 17.373065592316102 1994-01-01 17.723286516521302 1994-02-01 17.797590559089800 1994-03-01 17.821229752879102 1994-04-01 17.969131702766898 1994-05-01 18.007031694388303 1994-06-01 18.062922096721998 1994-07-01 18.040107165528500 1994-08-01 18.817656143016396 1994-09-01 18.654079371392697 1994-10-01 19.026827290562900 1994-11-01 19.143501058661602 1994-12-01 19.253755727910498 1995-01-01 19.173754278604697 1995-02-01 19.239342901423200 1995-03-01 19.430323233623398 1995-04-01 18.682766965100500 1995-05-01 19.028704110169002 1995-06-01 19.074742808001897 1995-07-01 19.412960743959300 1995-08-01 19.285731121489100 1995-09-01 19.615413513948000 1995-10-01 19.310802057041897 1995-11-01 19.233276803752400 1995-12-01 19.347647922257302 1996-01-01 19.325627335405603 1996-02-01 19.380282084340000 1996-03-01 19.326385816914602 1996-04-01 19.594866456710104 1996-05-01 19.640061826003198 1996-06-01 19.863561115264000 1996-07-01 19.180804577602600 1996-08-01 19.373895737793802 1996-09-01 19.295087719446100 1996-10-01 19.102820357334600 1996-11-01 19.132259298801202 1996-12-01 19.147798572973898 1997-01-01 18.968866386658700 1997-02-01 19.005543814233302 1997-03-01 19.317429588747498 1997-04-01 19.300020132280500 1997-05-01 19.528307374208200 1997-06-01 19.732488743012300 1997-07-01 20.178709944118200 1997-08-01 20.086914223062802 1997-09-01 20.308008854910800 1997-10-01 20.095076917341600 1997-11-01 20.125722652842300 1997-12-01 20.035607448583500 1998-01-01 19.386279495186802 1998-02-01 19.412744901611700 1998-03-01 19.603428740858000 1998-04-01 19.207276125799000 1998-05-01 19.428310326534700 1998-06-01 19.515720309637400 1998-07-01 19.382634027578800 1998-08-01 19.315453314062900 1998-09-01 19.126092366127000 1998-10-01 19.386602583254103 1998-11-01 19.414526074716400 1998-12-01 19.416044134226500 1999-01-01 19.680859132195000 1999-02-01 19.703030342860900 1999-03-01 19.485616969429604 1999-04-01 19.824183182810300 1999-05-01 19.632729027324604 1999-06-01 19.712399786602500 1999-07-01 19.806351658466300 1999-08-01 19.842423897530900 1999-09-01 19.957082992907300 1999-10-01 20.474377953060202 1999-11-01 20.295247051342898 1999-12-01 20.580588028245600 2000-01-01 20.359037970614104 2000-02-01 19.677625310286400 2000-03-01 19.477827350517600 2000-04-01 19.947780619061600 2000-05-01 20.054756057926000 2000-06-01 20.037392400880602 2000-07-01 20.019779553262300 2000-08-01 19.956861528070200 2000-09-01 19.973456322814800 2000-10-01 20.065537282435397 2000-11-01 20.079507202048700 2000-12-01 20.136194674351600 2001-01-01 19.440029058305600 2001-02-01 19.457719483431898 2001-03-01 19.576870455916200 2001-04-01 19.575319583159303 2001-05-01 19.667991202959000 2001-06-01 19.766339728037500 2001-07-01 19.933314771184600 2001-08-01 20.155702774942600 2001-09-01 20.379276609332700 2001-10-01 20.370358188576102 2001-11-01 20.369298884930600 2001-12-01 20.396937454971300 2002-01-01 20.319148947165300 2002-02-01 20.339828739736397 2002-03-01 20.475380714545500 2002-04-01 20.411683075435600 2002-05-01 20.483634753953300 2002-06-01 20.599343768362300 2002-07-01 20.527734413852897 2002-08-01 20.845178235301002 2002-09-01 20.770256592327700 2002-10-01 20.782314196231603 2002-11-01 20.968468228679400 2002-12-01 20.868355309444500 2003-01-01 21.304797759431800 2003-02-01 21.331261961390897 2003-03-01 21.162148890815900 2003-04-01 21.354010583677898 2003-05-01 21.398585620352000 2003-06-01 21.405898274462900 2003-07-01 21.520929383322702 2003-08-01 21.538802334370200 2003-09-01 21.465055250035398 2003-10-01 21.500397773878900 2003-11-01 21.478046589132600 2003-12-01 21.441661412613000 2004-01-01 21.487056634531196 2004-02-01 21.415002840005100 2004-03-01 21.457072706636500 2004-04-01 21.488120124590100 2004-05-01 21.414143474266897 2004-06-01 21.302437485133300 2004-07-01 21.420355639702500 2004-08-01 21.341873016392398 2004-09-01 21.356922608167500 2004-10-01 21.417381377559900 2004-11-01 20.585776320208100 2004-12-01 20.600607579636800 2005-01-01 21.084188780827102 2005-02-01 21.013073767085900 2005-03-01 21.047551757270302 2005-04-01 21.212216967823900 2005-05-01 21.424668131761000 2005-06-01 21.480729726890100 2005-07-01 21.841938172609000 2005-08-01 21.959493672361102 2005-09-01 22.045051443835398 2005-10-01 22.228003069562500 2005-11-01 22.293746591332802 2005-12-01 22.342045333249000 2006-01-01 22.489739201503500 2006-02-01 22.519556643902696 2006-03-01 22.632789838216098 2006-04-01 22.638622411795800 2006-05-01 22.727511284270200 2006-06-01 22.962273956922697 2006-07-01 22.979338376578102 2006-08-01 23.085699878287397 2006-09-01 23.134545308653200 2006-10-01 23.118902891828900 2006-11-01 23.192082339567200 2006-12-01 23.365902913053198 2007-01-01 23.406514002366000 2007-02-01 23.444595312174800 2007-03-01 23.417918553761100 2007-04-01 23.353236457008000 2007-05-01 23.332225096332802 2007-06-01 23.648343436487604 2007-07-01 23.328654347410000 2007-08-01 23.309625711995500 2007-09-01 23.433630949732000 2007-10-01 23.297604430918497 2007-11-01 23.486858947127200 2007-12-01 23.181447421706398 2008-01-01 23.519034371792998 2008-02-01 23.671658857268802 2008-03-01 23.610448951354197 2008-04-01 23.959158886773500 2008-05-01 24.231838770802998 2008-06-01 24.267254104302200 2008-07-01 24.165432456040300 2008-08-01 24.329596513555604 2008-09-01 24.445160387165800 2008-10-01 24.468951209008104 2008-11-01 24.467526582361200 2008-12-01 24.809402862739397 2009-01-01 24.624493340794896 2009-02-01 24.693046287835497 2009-03-01 24.911520351611298 2009-04-01 24.849397454790395 2009-05-01 25.138974169946398 2009-06-01 25.209252341410700 2009-07-01 25.291594994692996 2009-08-01 25.334627663536700 2009-09-01 25.365102527706497 2009-10-01 25.739594062035398 2009-11-01 25.748172514054500 2009-12-01 25.860345879276800 2010-01-01 25.718076153852300 2010-02-01 25.703301467737898 2010-03-01 25.711062595373896 2010-04-01 25.840224416772102 2010-05-01 25.746804441923900 2010-06-01 25.765355703969004 2010-07-01 25.801222642788700 2010-08-01 25.827363660211603 2010-09-01 25.790379405350500 2010-10-01 25.922923392997397 2010-11-01 25.922695353439302 2010-12-01 26.034759710891198 2011-01-01 26.107943699103800 2011-02-01 26.100177508121300 2011-03-01 26.214627165304798 2011-04-01 26.325399734840804 2011-05-01 26.465523846232300 2011-06-01 26.411494898321300 2011-07-01 26.605860241314800 2011-08-01 26.600420718063898 2011-09-01 26.913581271507397 2011-10-01 26.722643826347200 2011-11-01 26.804522909785000 2011-12-01 26.840033286020002 2012-01-01 26.887300936637804 2012-02-01 26.988526139732100 2012-03-01 27.116218634175400 2012-04-01 26.818087315009400 2012-05-01 26.878651540587896 2012-06-01 26.942826706147297 2012-07-01 27.101021730951400 2012-08-01 27.473371087155400 2012-09-01 27.424508313814997 2012-10-01 27.536512208283700 2012-11-01 27.591326493381900 2012-12-01 27.770061118079500 2013-01-01 27.368607237122200 2013-02-01 27.768262866487603 2013-03-01 27.925639430877105 2013-04-01 28.009926764371900 2013-05-01 27.986690281548398 2013-06-01 28.050259587368103 2013-07-01 27.995077323690900 2013-08-01 28.046579404615102 2013-09-01 28.028873932378303 2013-10-01 27.949883164223600 2013-11-01 28.193862627284798 2013-12-01 28.315913916902500 2014-01-01 28.247735534938300 2014-02-01 28.361121362258395 2014-03-01 28.430538580452900 2014-04-01 28.502999687592602 2014-05-01 28.579271393765600 2014-06-01 28.639115967069102 2014-07-01 28.682778869527503 2014-08-01 28.836434492339002 2014-09-01 28.832736378155698 2014-10-01 28.962983212361898 2014-11-01 29.099726320366898 2014-12-01 29.155329785377102 2015-01-01 29.440191789148102 2015-02-01 29.562398983112000 2015-03-01 29.636010288875000 2015-04-01 29.689968472474998 2015-05-01 29.866569075052700 2015-06-01 30.015429727775196 2015-07-01 30.472381599461700 2015-08-01 30.334018465505900 2015-09-01 30.642373060527397 2015-10-01 30.573459177470003 2015-11-01 30.504274852658302 2015-12-01 30.482814579577603 2016-01-01 30.637667184089498 2016-02-01 30.676583083888897 2016-03-01 30.636849312257800 2016-04-01 30.775539346368898 2016-05-01 30.846432098075500 2016-06-01 30.695581888998298 2016-07-01 31.062470829276800 2016-08-01 31.152688866076197 2016-09-01 31.249496798844298 2016-10-01 31.373672932731600 2016-11-01 31.496295737605700 2016-12-01 31.699694503682700 2017-01-01 31.941045528753300 2017-02-01 31.986457847354398 2017-03-01 32.142582020578196 2017-04-01 32.269722392843100 2017-05-01 32.330698410476195 2017-06-01 32.686229508019300 2017-07-01 32.455406778834900 2017-08-01 32.475813089517600 2017-09-01 32.556542190115400 2017-10-01 32.552509098544700 2017-11-01 32.684363492740300 2017-12-01 32.694252461860900 2018-01-01 32.750198421223196 2018-02-01 32.907533712067300 2018-03-01 33.050577724114500 2018-04-01 33.065574624498700 2018-05-01 33.130889300521495 2018-06-01 33.288907350000600 2018-07-01 33.150554175026000 2018-08-01 33.192988094438300 2018-09-01 33.056539326025300 2018-10-01 32.918815666893900 2018-11-01 32.960194618352600 2018-12-01 32.976179332424900 2019-01-01 32.767564209645400 2019-02-01 32.727424116247200 2019-03-01 32.764546786424106 2019-04-01 32.774066447502100 2019-05-01 32.748603087757104 2019-06-01 32.604755757587300 2019-07-01 32.549076347755500 2019-08-01 32.491233372628800 2019-09-01 32.646531533706800 2019-10-01 32.774855527662600 2019-11-01 32.923188332624100 2019-12-01 32.856059049527694 2020-01-01 33.196247089177400 2020-02-01 33.240963405778400 2020-03-01 33.186510133366400 2020-04-01 31.488525930569500 2020-05-01 31.982352926873602 2020-06-01 31.823739723507103 2020-07-01 32.252615851412900 2020-08-01 32.079146617095800 2020-09-01 32.223523903846605 2020-10-01 32.522833325045600 2020-11-01 32.374982873403000 2020-12-01 32.664700675723600 2021-01-01 32.615244550539600 2021-02-01 32.641712647885700 2021-03-01 32.816568154117200 2021-04-01 33.212608656752500 2021-05-01 32.916823041414800 2021-06-01 33.044445362362600 2021-07-01 33.056657143614100 2021-08-01 33.060367913796505 2021-09-01 32.891450415704500 2021-10-01 32.476910616566300 2021-11-01 32.733482902220395 2021-12-01 32.879880578398600 2022-01-01 32.832201007086400 2022-02-01 32.841893966069800 2022-03-01 33.342644294544600 2022-04-01 33.129727436389000 2022-05-01 33.250920312553300 2022-06-01 33.353535172915700 2022-07-01 33.665022058067400 2022-08-01 33.938158536408300 2022-09-01 34.460699900388000 2022-10-01 34.451543977737600 2022-11-01 34.797638983694200 2022-12-01 34.806056450761200 2023-01-01 34.839759705078000 2023-02-01 35.239935456883500 2023-03-01 35.256914946017000 2023-04-01 35.445151213636200 2023-05-01 35.571476021612700 2023-06-01 35.857932605999500 2023-07-01 35.873857995254205 2023-08-01 36.122085913375600 2023-09-01 36.235548588062700 2023-10-01 36.445602754620710 2023-11-01 36.570528531296000 2023-12-01 36.523839401447600 2024-01-01 36.849887292939400 2024-02-01 36.934478516273500 2024-03-01 37.064394742411500 2024-04-01 37.151839144892500