Title: All Employees: Financial Activities: Real Estate and Rental and Leasing in Montgomery County-Bucks County-Chester County, PA (MD) Series ID: SMU42338745553000001SA 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 2023-08-01 Last Updated: 2023-09-20 3:55 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/SMU42338745553000001). 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 13.789460402343499 1990-02-01 13.763369377792301 1990-03-01 13.619351741501700 1990-04-01 13.547270539623899 1990-05-01 13.826400133623500 1990-06-01 13.606194803515000 1990-07-01 13.527768324112802 1990-08-01 13.549578741615100 1990-09-01 13.588279896533400 1990-10-01 13.450414615346900 1990-11-01 13.215752261146000 1990-12-01 13.101333553413400 1991-01-01 13.102833265050002 1991-02-01 13.075589806080401 1991-03-01 13.025575735442700 1991-04-01 12.936702774967198 1991-05-01 13.128398218849000 1991-06-01 12.901026055481500 1991-07-01 12.721214456644098 1991-08-01 12.739727792538400 1991-09-01 12.691749524938200 1991-10-01 12.548926868107399 1991-11-01 12.715337252938399 1991-12-01 12.593185062411600 1992-01-01 12.723512370995701 1992-02-01 12.695320280950902 1992-03-01 12.732650188312500 1992-04-01 12.720076604377901 1992-05-01 12.631127047049000 1992-06-01 12.596887173564800 1992-07-01 12.804543759630999 1992-08-01 12.723395514473400 1992-09-01 12.806410654466300 1992-10-01 13.050691170029900 1992-11-01 13.008931027834000 1992-12-01 13.175532060630000 1993-01-01 13.852493200747400 1993-02-01 13.720599722619300 1993-03-01 13.942280224970000 1993-04-01 13.007615047116001 1993-05-01 13.029703653625100 1993-06-01 13.090368939636600 1993-07-01 13.080226261940998 1993-08-01 13.101867427564300 1993-09-01 13.126009811886899 1993-10-01 13.047468544037800 1993-11-01 13.219564666959400 1993-12-01 13.257017367040000 1994-01-01 13.073922913354900 1994-02-01 13.145853852385000 1994-03-01 13.159080884046200 1994-04-01 13.307933554327800 1994-05-01 13.211274153395697 1994-06-01 13.469669718749099 1994-07-01 13.257476006573000 1994-08-01 13.282706221880200 1994-09-01 13.248702817077902 1994-10-01 13.358823366876800 1994-11-01 13.132159072582299 1994-12-01 13.237143940118000 1995-01-01 13.389403219543200 1995-02-01 13.467330879706200 1995-03-01 13.476195194398802 1995-04-01 13.507197489755098 1995-05-01 13.583951366594901 1995-06-01 13.637689956120601 1995-07-01 13.847479645365100 1995-08-01 13.979329434784500 1995-09-01 14.069422044640698 1995-10-01 14.158851610700200 1995-11-01 14.264775622992100 1995-12-01 14.221714989686700 1996-01-01 14.192204499419802 1996-02-01 14.285526141222501 1996-03-01 14.382240716129100 1996-04-01 14.295967526159501 1996-05-01 14.657329209494400 1996-06-01 14.508004827016801 1996-07-01 14.553957799494698 1996-08-01 14.696556429009100 1996-09-01 14.690558414030200 1996-10-01 14.660394524724099 1996-11-01 14.776501658732801 1996-12-01 14.893898749846098 1997-01-01 15.100427714914698 1997-02-01 15.108493972975000 1997-03-01 15.077766586098500 1997-04-01 15.166633181371699 1997-05-01 15.439011405188700 1997-06-01 15.499655553802302 1997-07-01 15.566172064707699 1997-08-01 15.531586008029402 1997-09-01 15.509588445629001 1997-10-01 15.554321459754300 1997-11-01 15.482937320533500 1997-12-01 15.649852667678800 1998-01-01 15.800896176832800 1998-02-01 15.831822336764500 1998-03-01 15.879697103274000 1998-04-01 15.924575019917700 1998-05-01 15.931044928855501 1998-06-01 16.010421922988900 1998-07-01 15.883121414755500 1998-08-01 15.868195753938599 1998-09-01 15.732912123968502 1998-10-01 16.043592695903097 1998-11-01 15.967066167495599 1998-12-01 16.100159600438700 1999-01-01 16.114786198252400 1999-02-01 16.144020375618800 1999-03-01 16.375860912845300 1999-04-01 15.578102789946100 1999-05-01 15.439270503181300 1999-06-01 15.634898302889700 1999-07-01 15.107120953957802 1999-08-01 15.199788192032600 1999-09-01 15.659561758692600 1999-10-01 15.412479116695400 1999-11-01 15.545921845178200 1999-12-01 15.579309251867200 2000-01-01 15.418100501602900 2000-02-01 15.438183580541300 2000-03-01 15.464432294661801 2000-04-01 15.545038618097200 2000-05-01 15.654400669139699 2000-06-01 15.568615866371200 2000-07-01 15.832941683473000 2000-08-01 15.813365059760600 2000-09-01 15.987372758830200 2000-10-01 15.872100628551301 2000-11-01 16.018837032640300 2000-12-01 16.192032537745398 2001-01-01 15.523443924804699 2001-02-01 15.512913562447698 2001-03-01 15.554310917026100 2001-04-01 15.831647788986200 2001-05-01 15.863783479711199 2001-06-01 15.900110650316900 2001-07-01 15.939290553790100 2001-08-01 16.014252184700600 2001-09-01 15.900836431374099 2001-10-01 15.946310546123600 2001-11-01 15.910676537730902 2001-12-01 15.937361715926000 2002-01-01 15.714798918088600 2002-02-01 15.781690020460301 2002-03-01 15.753163542537301 2002-04-01 15.330681524367400 2002-05-01 15.459923209396699 2002-06-01 15.506667239046399 2002-07-01 15.427742357488100 2002-08-01 15.507127993660200 2002-09-01 15.517736281733999 2002-10-01 15.829680513471100 2002-11-01 15.918990456988801 2002-12-01 15.698038008692901 2003-01-01 15.915727532779900 2003-02-01 15.846117227884400 2003-03-01 15.848457151036198 2003-04-01 15.631981563264501 2003-05-01 15.658547266307199 2003-06-01 15.490405997072400 2003-07-01 15.311185276442100 2003-08-01 15.401514795125001 2003-09-01 15.323262183037698 2003-10-01 15.322123723091100 2003-11-01 15.235139608171401 2003-12-01 15.154681273502600 2004-01-01 15.516811886173599 2004-02-01 15.425823009797900 2004-03-01 15.346043493132601 2004-04-01 15.533282000123599 2004-05-01 15.555861309085300 2004-06-01 15.573562796947698 2004-07-01 15.795209448685100 2004-08-01 15.691554921280500 2004-09-01 15.826572483145000 2004-10-01 15.610830378842900 2004-11-01 15.645804221769100 2004-12-01 15.678577037168699 2005-01-01 16.335772296117400 2005-02-01 16.312981241646100 2005-03-01 16.363831924630700 2005-04-01 16.331721048495700 2005-05-01 16.357421048150500 2005-06-01 16.375673341758198 2005-07-01 16.271538222347900 2005-08-01 16.086921069253200 2005-09-01 15.912044109617400 2005-10-01 16.001041266180300 2005-11-01 15.943926244624400 2005-12-01 15.877750610913802 2006-01-01 15.754355239716500 2006-02-01 15.910768436787200 2006-03-01 16.091684937412400 2006-04-01 15.935996371888300 2006-05-01 15.860632079549198 2006-06-01 15.987976806820600 2006-07-01 15.760236103214600 2006-08-01 15.884381284808500 2006-09-01 15.999756384650400 2006-10-01 15.681763087836302 2006-11-01 15.729371258877899 2006-12-01 15.753874314054000 2007-01-01 15.774468809469301 2007-02-01 15.709962230662600 2007-03-01 15.713544088491002 2007-04-01 15.749809523719600 2007-05-01 15.769073014181700 2007-06-01 15.706037425359199 2007-07-01 15.865404628317199 2007-08-01 15.893211552809000 2007-09-01 15.780134970952700 2007-10-01 15.963318547657600 2007-11-01 15.801565800960901 2007-12-01 15.831808248708600 2008-01-01 15.574596676499300 2008-02-01 15.611650317591500 2008-03-01 15.423750202894098 2008-04-01 15.477997339801800 2008-05-01 15.370253789496800 2008-06-01 15.233333941582599 2008-07-01 15.274785712809301 2008-08-01 15.110955494993400 2008-09-01 15.061333463820200 2008-10-01 15.042169828969500 2008-11-01 14.877158962646401 2008-12-01 14.609736671835700 2009-01-01 14.569508031403599 2009-02-01 14.519278927243700 2009-03-01 14.324257768721000 2009-04-01 14.005522192597198 2009-05-01 14.060069149207301 2009-06-01 14.056674151062800 2009-07-01 13.880018354943000 2009-08-01 13.941556099148300 2009-09-01 13.941467895628200 2009-10-01 13.731265182340500 2009-11-01 13.757404614948001 2009-12-01 13.800305462319200 2010-01-01 13.762811673610900 2010-02-01 13.630726446991500 2010-03-01 13.606233820519302 2010-04-01 13.531149280718301 2010-05-01 13.543899674490400 2010-06-01 13.462179536622200 2010-07-01 13.384522627217100 2010-08-01 13.276537658086099 2010-09-01 13.230871081525800 2010-10-01 13.130839513077800 2010-11-01 13.148014761085100 2010-12-01 13.095343820206900 2011-01-01 13.255360170403302 2011-02-01 13.048709397394099 2011-03-01 12.976047773731999 2011-04-01 12.948162265414698 2011-05-01 12.927264311191099 2011-06-01 12.849478928848200 2011-07-01 12.992774940299801 2011-08-01 12.906742851020400 2011-09-01 12.931316148903400 2011-10-01 12.936162353174400 2011-11-01 12.844124924268801 2011-12-01 12.795444947150399 2012-01-01 12.746493588367699 2012-02-01 12.659246271772899 2012-03-01 12.754480569440801 2012-04-01 12.660990717979400 2012-05-01 12.723013342231800 2012-06-01 12.629818516250800 2012-07-01 12.589582191126599 2012-08-01 12.523075280967000 2012-09-01 12.635169332163802 2012-10-01 12.742282336819300 2012-11-01 12.745562925949200 2012-12-01 12.798182487534401 2013-01-01 12.745265628707800 2013-02-01 12.864005123517899 2013-03-01 12.950135247439300 2013-04-01 13.067686875133500 2013-05-01 13.021944761755302 2013-06-01 13.004613089526698 2013-07-01 12.882662773539200 2013-08-01 13.025404290029100 2013-09-01 13.137986615364900 2013-10-01 13.146270162870099 2013-11-01 13.249219028877900 2013-12-01 13.314612464153099 2014-01-01 13.449901909401099 2014-02-01 13.454177674144699 2014-03-01 13.556719282387500 2014-04-01 13.577996362610000 2014-05-01 13.530634311027699 2014-06-01 13.570198124776900 2014-07-01 13.473545846119900 2014-08-01 13.613881277799802 2014-09-01 13.631800153245099 2014-10-01 13.759832302678099 2014-11-01 13.755899253072501 2014-12-01 13.838127709636000 2015-01-01 13.850979294207000 2015-02-01 13.844549525725801 2015-03-01 13.766945113239201 2015-04-01 13.887194257116300 2015-05-01 13.938999505287098 2015-06-01 14.139817774647600 2015-07-01 14.166730562136900 2015-08-01 14.192521979394200 2015-09-01 14.227669789413700 2015-10-01 14.167727490341000 2015-11-01 14.262990611657300 2015-12-01 14.262063356479700 2016-01-01 14.252282339390900 2016-02-01 14.334528243585100 2016-03-01 14.282088884323600 2016-04-01 14.394488546067200 2016-05-01 14.446747090332401 2016-06-01 14.417433545546201 2016-07-01 14.462840080984100 2016-08-01 14.473296884316001 2016-09-01 14.524716388358500 2016-10-01 14.468702374659701 2016-11-01 14.460519245004301 2016-12-01 14.479428692704700 2017-01-01 14.555663200718800 2017-02-01 14.629665187172598 2017-03-01 14.697541706948600 2017-04-01 14.595447812024100 2017-05-01 14.649613546956301 2017-06-01 14.709885378737098 2017-07-01 14.670255791805902 2017-08-01 14.657391681173598 2017-09-01 14.626300758391800 2017-10-01 14.660569158722200 2017-11-01 14.655188431456699 2017-12-01 14.582917129265200 2018-01-01 14.661630036462300 2018-02-01 14.621520595395500 2018-03-01 14.706429954987302 2018-04-01 14.591974040971100 2018-05-01 14.555163676049800 2018-06-01 14.512927501272500 2018-07-01 14.486496497832300 2018-08-01 14.452362906566600 2018-09-01 14.334101875434401 2018-10-01 14.255469165613698 2018-11-01 14.137738479802100 2018-12-01 14.074432379449300 2019-01-01 14.062462503100500 2019-02-01 13.915523997112698 2019-03-01 13.906309267314100 2019-04-01 14.076912200466700 2019-05-01 14.065524658736200 2019-06-01 14.025909286924000 2019-07-01 14.010911268917400 2019-08-01 14.058204100626302 2019-09-01 14.149294452291699 2019-10-01 14.247523674388098 2019-11-01 14.320562326275300 2019-12-01 14.358483682701301 2020-01-01 14.355986441363400 2020-02-01 14.410536367300999 2020-03-01 14.401553142818100 2020-04-01 12.753039429490800 2020-05-01 12.872633835954302 2020-06-01 13.035728012842400 2020-07-01 13.243273683693900 2020-08-01 13.278823425305600 2020-09-01 13.367836477245600 2020-10-01 13.446392959888302 2020-11-01 13.500575206376100 2020-12-01 13.639296248910401 2021-01-01 13.646416328565600 2021-02-01 13.805517039194902 2021-03-01 13.792141246263599 2021-04-01 13.827494537718700 2021-05-01 13.874311173561900 2021-06-01 13.944097554420303 2021-07-01 14.071902609602300 2021-08-01 14.206684939677599 2021-09-01 14.183199946657400 2021-10-01 14.147339695517198 2021-11-01 14.292424225602400 2021-12-01 14.426448421838300 2022-01-01 14.135777247882302 2022-02-01 14.297852269132200 2022-03-01 14.375328797788000 2022-04-01 14.405941261960699 2022-05-01 14.371713727971600 2022-06-01 14.248027250702900 2022-07-01 14.396915656102900 2022-08-01 14.433590793578901 2022-09-01 14.496039961632200 2022-10-01 14.652130344621500 2022-11-01 14.686987709661400 2022-12-01 14.719642600097000 2023-01-01 14.825936022973302 2023-02-01 14.794807503328200 2023-03-01 14.856992110016598 2023-04-01 14.889735189043500 2023-05-01 14.867673390838599 2023-06-01 14.850842493362801 2023-07-01 14.712665059525900 2023-08-01 14.654395476944000