Title: All Employees: Construction: Construction of Buildings in Anaheim-Santa Ana-Irvine, CA (MD) Series ID: SMU06112442023600001SA 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 2023-01-01 Last Updated: 2023-03-14 3:31 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/SMU06112442023600001). 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 16.371105967351802 1990-02-01 16.582106837975900 1990-03-01 16.640377757383500 1990-04-01 16.432970681496002 1990-05-01 16.365032831565600 1990-06-01 16.253596046676098 1990-07-01 16.561427220828303 1990-08-01 16.120304937362800 1990-09-01 15.814025318420699 1990-10-01 15.931840520704300 1990-11-01 15.468828507003100 1990-12-01 15.686211669241100 1991-01-01 13.051037090837000 1991-02-01 12.731573063706000 1991-03-01 12.327745110489900 1991-04-01 12.742106627414902 1991-05-01 12.691289847649000 1991-06-01 12.575959408747098 1991-07-01 13.679580115020402 1991-08-01 13.439080613690200 1991-09-01 13.310356382167600 1991-10-01 13.459823456732600 1991-11-01 13.271608990474100 1991-12-01 13.064635282754299 1992-01-01 11.298750021921501 1992-02-01 11.045760707609197 1992-03-01 10.904380138348800 1992-04-01 11.567606587718402 1992-05-01 11.642300968323800 1992-06-01 11.613883504933400 1992-07-01 11.415624874404800 1992-08-01 11.381232476219198 1992-09-01 11.393758981395200 1992-10-01 11.097313291570199 1992-11-01 10.962757649017501 1992-12-01 10.834262352234699 1993-01-01 10.427161522842100 1993-02-01 10.743123113177500 1993-03-01 10.466665862558200 1993-04-01 10.706698271864500 1993-05-01 10.707230546626901 1993-06-01 10.774332456959698 1993-07-01 10.957611256775800 1993-08-01 11.021314983449301 1993-09-01 11.172208509467700 1993-10-01 11.215923643650800 1993-11-01 11.445152122392200 1993-12-01 11.504905968844199 1994-01-01 11.465493457603099 1994-02-01 11.550544873743599 1994-03-01 11.541609506641400 1994-04-01 11.143418083014800 1994-05-01 10.957331028491799 1994-06-01 11.058042433963700 1994-07-01 11.078651560870600 1994-08-01 11.246419633254900 1994-09-01 11.363772076817500 1994-10-01 11.204450818505700 1994-11-01 11.312597817581999 1994-12-01 11.683643098472800 1995-01-01 11.131986517030600 1995-02-01 11.905480461336200 1995-03-01 11.929704004773800 1995-04-01 11.674495806678400 1995-05-01 11.681902811925399 1995-06-01 11.942911480307900 1995-07-01 11.469253117294500 1995-08-01 11.443165403781900 1995-09-01 11.576551907750700 1995-10-01 11.556674080529802 1995-11-01 11.788493490815599 1995-12-01 11.874269043627901 1996-01-01 12.222502449444999 1996-02-01 12.214005466446500 1996-03-01 12.236387760104101 1996-04-01 12.196917955668600 1996-05-01 12.170557325058000 1996-06-01 12.204884494020200 1996-07-01 12.437535061242500 1996-08-01 12.523932051885300 1996-09-01 12.610901797805100 1996-10-01 12.797861450109501 1996-11-01 12.658290851879402 1996-12-01 12.181803111446800 1997-01-01 12.240644322226000 1997-02-01 12.358971817715100 1997-03-01 12.471342912385800 1997-04-01 12.691938234063000 1997-05-01 12.823994341584301 1997-06-01 12.621786461173501 1997-07-01 12.906888721869200 1997-08-01 13.100059158671698 1997-09-01 12.951486824250200 1997-10-01 12.954414542346400 1997-11-01 12.939953767944100 1997-12-01 13.109937803668500 1998-01-01 13.187758170776599 1998-02-01 12.894988119983001 1998-03-01 13.007202175757001 1998-04-01 14.162452617705700 1998-05-01 14.351934751972198 1998-06-01 14.596486046710998 1998-07-01 14.999046702052100 1998-08-01 14.982409450977100 1998-09-01 15.088373753707199 1998-10-01 15.451161894934401 1998-11-01 15.542054576098600 1998-12-01 15.839403055772099 1999-01-01 16.047038674639900 1999-02-01 15.906943203987000 1999-03-01 15.927475909210699 1999-04-01 15.510982041960500 1999-05-01 15.482036143326301 1999-06-01 15.531927255865900 1999-07-01 16.118758057566900 1999-08-01 16.087798115135200 1999-09-01 16.225864805239300 1999-10-01 16.475675400341100 1999-11-01 16.761865425925800 1999-12-01 16.763376691157600 2000-01-01 16.588283076307600 2000-02-01 16.596583494804598 2000-03-01 16.523734274095197 2000-04-01 17.156826228039800 2000-05-01 17.030423214097300 2000-06-01 17.264735022015400 2000-07-01 16.947835092539100 2000-08-01 17.008146635584800 2000-09-01 17.063242165823900 2000-10-01 17.005730377484600 2000-11-01 17.179607367934402 2000-12-01 17.176368096561500 2001-01-01 17.518538347145000 2001-02-01 17.782749108468700 2001-03-01 17.929213864472000 2001-04-01 17.896572593900800 2001-05-01 17.896703145260698 2001-06-01 17.809067307455003 2001-07-01 17.458077370777303 2001-08-01 17.328533304296300 2001-09-01 17.206846272144300 2001-10-01 16.827194801992600 2001-11-01 16.491909545923300 2001-12-01 16.499661493743000 2002-01-01 16.426653262271200 2002-02-01 16.670045334643100 2002-03-01 16.736291147742600 2002-04-01 16.649599042460200 2002-05-01 16.588683717877600 2002-06-01 16.584901275227303 2002-07-01 16.435285292214300 2002-08-01 16.622635860412100 2002-09-01 16.834421902200300 2002-10-01 17.046403619572200 2002-11-01 17.321647141022400 2002-12-01 17.416244095992000 2003-01-01 17.624795352517896 2003-02-01 17.160458394086700 2003-03-01 17.245521269673700 2003-04-01 17.523945250352302 2003-05-01 17.606582881453100 2003-06-01 17.575816356327100 2003-07-01 17.997536256087300 2003-08-01 18.001506942872897 2003-09-01 18.141759400893800 2003-10-01 18.564463469664602 2003-11-01 18.857663319642000 2003-12-01 19.025498736919800 2004-01-01 18.593725397729102 2004-02-01 18.654446451331000 2004-03-01 18.846334143976200 2004-04-01 19.128275493487102 2004-05-01 19.457436634743200 2004-06-01 19.696464082397100 2004-07-01 20.048379982303300 2004-08-01 20.266145659471200 2004-09-01 20.418131750008400 2004-10-01 20.878922298310002 2004-11-01 21.299527779029500 2004-12-01 21.522701089320503 2005-01-01 22.060368887146800 2005-02-01 22.346289964198103 2005-03-01 22.235687886345000 2005-04-01 22.750805198210200 2005-05-01 22.816608841712103 2005-06-01 23.025244142567100 2005-07-01 23.028176281347300 2005-08-01 23.041586909466100 2005-09-01 22.867851808550500 2005-10-01 22.691369014895702 2005-11-01 22.728856924396100 2005-12-01 22.222109664001604 2006-01-01 23.105785998971600 2006-02-01 23.437237955076900 2006-03-01 23.607844770057900 2006-04-01 23.786914196716200 2006-05-01 24.175765698189900 2006-06-01 24.162776325703600 2006-07-01 24.236006688449700 2006-08-01 24.542209059294702 2006-09-01 24.805300081889600 2006-10-01 24.792357752144397 2006-11-01 24.747787726157900 2006-12-01 24.804591993095197 2007-01-01 24.656917615500397 2007-02-01 24.626975343151802 2007-03-01 24.570923684970797 2007-04-01 24.521582779836198 2007-05-01 24.415118371593103 2007-06-01 24.401486681009803 2007-07-01 24.480569798687200 2007-08-01 24.283719628708898 2007-09-01 24.063185342881000 2007-10-01 23.667960685852800 2007-11-01 23.330887145504900 2007-12-01 23.166392715062102 2008-01-01 22.899701448828395 2008-02-01 22.625538704904600 2008-03-01 22.364118659263600 2008-04-01 21.944506622938200 2008-05-01 21.533342658335500 2008-06-01 21.144745317271800 2008-07-01 20.916257751710600 2008-08-01 20.643686540403200 2008-09-01 20.357278268153500 2008-10-01 19.938682271249302 2008-11-01 19.602154158149702 2008-12-01 19.120093377066397 2009-01-01 18.847078798739500 2009-02-01 18.213400621350500 2009-03-01 17.874486138395700 2009-04-01 17.263240396228900 2009-05-01 16.929817243273302 2009-06-01 16.576650528514400 2009-07-01 15.942869382728600 2009-08-01 15.697270442092600 2009-09-01 15.984582296932200 2009-10-01 16.218904968490000 2009-11-01 16.073118779777800 2009-12-01 15.696329927312200 2010-01-01 15.496018190105300 2010-02-01 15.490767743435400 2010-03-01 15.597404570155598 2010-04-01 15.671650817102302 2010-05-01 15.708928107443200 2010-06-01 15.687388131291302 2010-07-01 15.151542938558600 2010-08-01 15.322895345198901 2010-09-01 15.528721517584500 2010-10-01 15.825312323723900 2010-11-01 16.063615963764200 2010-12-01 15.604823754021100 2011-01-01 15.468916800468302 2011-02-01 15.352146173911601 2011-03-01 15.217084065265901 2011-04-01 15.464210784138400 2011-05-01 15.471438874502402 2011-06-01 15.482633429752200 2011-07-01 15.553986441317198 2011-08-01 15.523967979492600 2011-09-01 15.575256355897000 2011-10-01 15.533644723865399 2011-11-01 15.672907178787598 2011-12-01 15.944864876506000 2012-01-01 16.259144866465398 2012-02-01 16.217863391110800 2012-03-01 15.838107298181601 2012-04-01 15.537101526290801 2012-05-01 15.532567821902699 2012-06-01 15.581696811254401 2012-07-01 16.033314991395400 2012-08-01 15.800262488960400 2012-09-01 15.817862733556800 2012-10-01 15.745361718520900 2012-11-01 15.890678975346699 2012-12-01 16.105065286479200 2013-01-01 16.267890222001000 2013-02-01 16.484670446609900 2013-03-01 16.748697792506600 2013-04-01 16.911459587589100 2013-05-01 17.102986610395302 2013-06-01 17.386020245146998 2013-07-01 17.303543481436602 2013-08-01 17.459775999536900 2013-09-01 17.348725701225400 2013-10-01 17.650564561118397 2013-11-01 17.803792231358102 2013-12-01 17.765066498745398 2014-01-01 17.991630228299503 2014-02-01 18.179438547778800 2014-03-01 18.348656561075100 2014-04-01 18.576177797812300 2014-05-01 18.789504739265500 2014-06-01 18.794027072320300 2014-07-01 18.767495829806197 2014-08-01 18.931125055933002 2014-09-01 19.073321421778100 2014-10-01 19.245547506605998 2014-11-01 19.296009323125396 2014-12-01 19.404495986273503 2015-01-01 19.627748181111200 2015-02-01 19.692976478290500 2015-03-01 19.742137786989100 2015-04-01 19.842925730210400 2015-05-01 19.891180358910500 2015-06-01 19.905035089953900 2015-07-01 20.137506132783300 2015-08-01 20.214761267350500 2015-09-01 20.294213456843200 2015-10-01 20.531702391368700 2015-11-01 20.781131539381700 2015-12-01 20.512392090837103 2016-01-01 20.557446350422000 2016-02-01 20.621690260486100 2016-03-01 20.428373181574300 2016-04-01 20.410981560312898 2016-05-01 20.512708062953500 2016-06-01 20.525317314107700 2016-07-01 20.506072263850300 2016-08-01 20.516965610081400 2016-09-01 20.418045867770600 2016-10-01 20.019974610454300 2016-11-01 19.962491404159802 2016-12-01 19.996019604405300 2017-01-01 19.968220962306003 2017-02-01 20.134146008583800 2017-03-01 20.404252287977300 2017-04-01 20.702920014914300 2017-05-01 20.742530333894600 2017-06-01 20.948411414928000 2017-07-01 21.089452618487503 2017-08-01 21.125675301093600 2017-09-01 21.443824348028603 2017-10-01 21.618534787466302 2017-11-01 21.850300838426200 2017-12-01 21.960789171149504 2018-01-01 21.969011617827803 2018-02-01 21.929629771002197 2018-03-01 22.073999053473703 2018-04-01 22.090836727910700 2018-05-01 22.073065455041498 2018-06-01 21.874558919801103 2018-07-01 22.191696233468300 2018-08-01 22.356642839310304 2018-09-01 22.374425450146700 2018-10-01 22.409056477378100 2018-11-01 22.430877389934697 2018-12-01 22.427089574770196 2019-01-01 22.462711116207103 2019-02-01 22.401299577631100 2019-03-01 22.557458935159100 2019-04-01 22.480570652952000 2019-05-01 22.589892161761900 2019-06-01 22.699934454138198 2019-07-01 22.813398523317400 2019-08-01 22.795280490416900 2019-09-01 22.702997555201800 2019-10-01 22.589716954929700 2019-11-01 22.414415945437497 2019-12-01 22.296621133695897 2020-01-01 22.258154207174300 2020-02-01 22.261005292020100 2020-03-01 21.857809650427400 2020-04-01 19.972777128464700 2020-05-01 21.196841614222500 2020-06-01 21.419592860726700 2020-07-01 20.838587479782802 2020-08-01 20.835459833570700 2020-09-01 20.722620207449200 2020-10-01 20.765238297932900 2020-11-01 20.898440930876397 2020-12-01 21.075658463495103 2021-01-01 21.157224678868502 2021-02-01 21.417171531002500 2021-03-01 21.373733253567200 2021-04-01 21.572665833155398 2021-05-01 21.594257649520603 2021-06-01 21.627762649749698 2021-07-01 21.761708105209898 2021-08-01 21.964766157204600 2021-09-01 22.132238336515698 2021-10-01 22.348803023413400 2021-11-01 22.487048334275000 2021-12-01 22.556779905143500 2022-01-01 22.667074306530800 2022-02-01 22.885908475905200 2022-03-01 22.994261466632300 2022-04-01 23.268238384220400 2022-05-01 23.390405133559000 2022-06-01 23.527779811445800 2022-07-01 23.679639990452102 2022-08-01 23.685070984586897 2022-09-01 23.830182099984200 2022-10-01 23.939027795747400 2022-11-01 23.877142588334898 2022-12-01 24.145515110631102 2023-01-01 23.678201185809698