Title: All Employees: Financial Activities: Real Estate in Denver-Aurora-Lakewood, CO (MSA) Series ID: SMU08197405553100001SA 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 5:49 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/SMU08197405553100001). 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 12.487041196707900 1990-02-01 12.689051857733900 1990-03-01 12.728046374921501 1990-04-01 12.721505703161500 1990-05-01 12.800520022949000 1990-06-01 12.822693860408402 1990-07-01 12.890691603956098 1990-08-01 13.061394854081199 1990-09-01 13.102315902439400 1990-10-01 12.789255922504400 1990-11-01 13.148541795818401 1990-12-01 13.140818777574802 1991-01-01 13.098632563616200 1991-02-01 13.098520682813302 1991-03-01 13.143012587749600 1991-04-01 13.127008225877098 1991-05-01 13.099483699381300 1991-06-01 13.013314055067802 1991-07-01 12.886756514943302 1991-08-01 12.864710796323800 1991-09-01 12.801379897357302 1991-10-01 12.889244853332300 1991-11-01 12.945235701461700 1991-12-01 12.933096040847900 1992-01-01 13.092858679685700 1992-02-01 13.101418175365900 1992-03-01 13.263508261575300 1992-04-01 13.236397263878699 1992-05-01 13.201098260681801 1992-06-01 13.199119269678599 1992-07-01 13.373001191728802 1992-08-01 13.359975802315600 1992-09-01 13.392134800592300 1992-10-01 13.383863361519802 1992-11-01 13.349692646092501 1992-12-01 13.228656402108900 1993-01-01 13.392517461025902 1993-02-01 13.506847895490502 1993-03-01 13.380586279300699 1993-04-01 13.451201848671200 1993-05-01 13.503607100190699 1993-06-01 13.682166243281900 1993-07-01 13.764992593109500 1993-08-01 13.756723369821000 1993-09-01 13.883670866013400 1993-10-01 13.676756346454400 1993-11-01 13.856191689540100 1993-12-01 13.920501234314498 1994-01-01 13.899293269616999 1994-02-01 13.905712843259803 1994-03-01 13.896919821124301 1994-04-01 13.966792959649000 1994-05-01 14.004352328983000 1994-06-01 13.970859083676501 1994-07-01 13.971026700252098 1994-08-01 13.962147429413900 1994-09-01 13.883760137031600 1994-10-01 13.869255749625001 1994-11-01 13.955461549185200 1994-12-01 14.012865635444500 1995-01-01 13.997767227229302 1995-02-01 13.987511842163900 1995-03-01 13.988803521346600 1995-04-01 14.077771602977800 1995-05-01 14.206445531471500 1995-06-01 14.277077477858300 1995-07-01 14.284070589577698 1995-08-01 14.362275578242500 1995-09-01 14.483795928884700 1995-10-01 14.568413034570801 1995-11-01 14.556833490164900 1995-12-01 14.502788051639600 1996-01-01 14.608021514633501 1996-02-01 14.674320110670600 1996-03-01 14.679625016233300 1996-04-01 14.578028447866302 1996-05-01 14.605902587679500 1996-06-01 14.689493906635999 1996-07-01 14.601518989304200 1996-08-01 14.770980577162400 1996-09-01 14.396280633710498 1996-10-01 14.075293533496401 1996-11-01 14.042076972939698 1996-12-01 14.099823607632000 1997-01-01 14.086726128616400 1997-02-01 14.135062208323000 1997-03-01 14.245507845257200 1997-04-01 14.363366248784098 1997-05-01 14.416068944276303 1997-06-01 14.430309255281000 1997-07-01 14.416478109998800 1997-08-01 14.492370266225901 1997-09-01 14.506093598013502 1997-10-01 14.788599412810399 1997-11-01 14.742063331607700 1997-12-01 14.798445307262700 1998-01-01 14.888235228933500 1998-02-01 14.914924556685800 1998-03-01 15.031204076072700 1998-04-01 14.942736030147600 1998-05-01 15.020256234118301 1998-06-01 15.051266814600401 1998-07-01 15.219010509234801 1998-08-01 15.302455852903199 1998-09-01 15.413169036160600 1998-10-01 15.406423131352902 1998-11-01 15.438403053112099 1998-12-01 15.499413631367700 1999-01-01 15.475457807526801 1999-02-01 15.595587721131698 1999-03-01 15.513320760538699 1999-04-01 15.628936670284100 1999-05-01 15.624796851203499 1999-06-01 15.673058274758198 1999-07-01 15.727594319244900 1999-08-01 15.719377759584802 1999-09-01 15.617625782856200 1999-10-01 15.817958589650500 1999-11-01 15.924841236293500 1999-12-01 16.000732638924802 2000-01-01 15.552092197929499 2000-02-01 15.573921023436300 2000-03-01 15.710073791606500 2000-04-01 15.819733803115100 2000-05-01 15.831285813558800 2000-06-01 15.892228314612598 2000-07-01 16.145768327861100 2000-08-01 16.136621112905400 2000-09-01 16.210096674924300 2000-10-01 16.214165123827300 2000-11-01 16.300007743522000 2000-12-01 16.397545181363700 2001-01-01 16.749469436603800 2001-02-01 16.783907188332800 2001-03-01 16.817590787248598 2001-04-01 16.928487984788898 2001-05-01 17.038184556773500 2001-06-01 17.102019645569000 2001-07-01 17.057850056069400 2001-08-01 17.141556674802302 2001-09-01 17.083554879189500 2001-10-01 17.195349608399000 2001-11-01 17.268905913872000 2001-12-01 17.383964886298300 2002-01-01 17.557360981531100 2002-02-01 17.606092816304603 2002-03-01 17.736208893195200 2002-04-01 17.647730840120800 2002-05-01 17.751992936150300 2002-06-01 17.816994384465300 2002-07-01 17.769389700892898 2002-08-01 17.836110858206800 2002-09-01 17.848169220345103 2002-10-01 18.164471423645800 2002-11-01 18.227003788284897 2002-12-01 18.154456708159103 2003-01-01 18.283796638032300 2003-02-01 18.245416684376103 2003-03-01 18.257006705884700 2003-04-01 18.387488419000100 2003-05-01 18.266536017110700 2003-06-01 18.431201073298000 2003-07-01 18.467860890009600 2003-08-01 18.522587248393396 2003-09-01 18.600192200443200 2003-10-01 18.524998183559000 2003-11-01 18.483551871320397 2003-12-01 18.619827841676700 2004-01-01 18.420889352413898 2004-02-01 18.389003162494700 2004-03-01 18.388505713134602 2004-04-01 18.418613749201697 2004-05-01 18.487811655207000 2004-06-01 18.340612222112600 2004-07-01 18.451503661102898 2004-08-01 18.405261038361896 2004-09-01 18.365269695613000 2004-10-01 18.295473342129398 2004-11-01 18.355941997395000 2004-12-01 18.385307724122200 2005-01-01 18.364488048966700 2005-02-01 18.437815616971400 2005-03-01 18.517881827369003 2005-04-01 18.444821251308900 2005-05-01 18.400970215759603 2005-06-01 18.437763646950398 2005-07-01 18.515683189594604 2005-08-01 18.578281866521102 2005-09-01 18.645568487029198 2005-10-01 18.673931185056300 2005-11-01 18.744075824361502 2005-12-01 18.762316276142197 2006-01-01 18.712266982891100 2006-02-01 18.778384331298398 2006-03-01 18.738414562267700 2006-04-01 18.763574463976898 2006-05-01 18.910381173192600 2006-06-01 18.918359581980500 2006-07-01 18.872274024509900 2006-08-01 18.948254523977102 2006-09-01 19.150491261145700 2006-10-01 19.163902117622700 2006-11-01 19.149933684062603 2006-12-01 19.144915074011700 2007-01-01 19.146227308103200 2007-02-01 19.106442922171500 2007-03-01 19.153612518363500 2007-04-01 19.275206416454900 2007-05-01 19.203696455651897 2007-06-01 19.293900765994398 2007-07-01 19.437910037580500 2007-08-01 19.427891356338698 2007-09-01 19.279170603106000 2007-10-01 18.965537767823104 2007-11-01 19.062755839505400 2007-12-01 19.042035000682198 2008-01-01 18.948088133104200 2008-02-01 18.907503846229500 2008-03-01 19.054370380941897 2008-04-01 18.759117524648303 2008-05-01 18.798061830860103 2008-06-01 18.784501821462600 2008-07-01 18.735042498520500 2008-08-01 18.634308862131600 2008-09-01 18.419006309389502 2008-10-01 18.383544299182397 2008-11-01 18.280094120224604 2008-12-01 18.142317892636000 2009-01-01 18.124498373295300 2009-02-01 18.085487223269100 2009-03-01 17.932477130168103 2009-04-01 17.732540797908300 2009-05-01 17.688337053258000 2009-06-01 17.593845078988000 2009-07-01 17.552714174851697 2009-08-01 17.455356224372900 2009-09-01 17.361099510446500 2009-10-01 17.406991616622800 2009-11-01 17.389547610154000 2009-12-01 17.438663632772700 2010-01-01 17.401424989454400 2010-02-01 17.252147889686597 2010-03-01 17.207175593659100 2010-04-01 17.314323660135700 2010-05-01 17.282647259284300 2010-06-01 17.198922342481502 2010-07-01 17.173338647492300 2010-08-01 17.169522630131900 2010-09-01 17.191632679458802 2010-10-01 17.123222500508300 2010-11-01 17.091550907122000 2010-12-01 17.021303823747800 2011-01-01 16.981922134732800 2011-02-01 17.034045630597000 2011-03-01 16.996090266817802 2011-04-01 16.997774190563700 2011-05-01 16.976200883231300 2011-06-01 17.009564853133800 2011-07-01 16.997597137976697 2011-08-01 17.183991336797000 2011-09-01 17.117242542138200 2011-10-01 17.028161096917300 2011-11-01 17.081549898935300 2011-12-01 17.093689870570600 2012-01-01 17.180203978178400 2012-02-01 17.227090121628100 2012-03-01 17.298103086757400 2012-04-01 17.286907369126300 2012-05-01 17.278461779366400 2012-06-01 17.513873509122902 2012-07-01 17.414683973494900 2012-08-01 17.396101341602700 2012-09-01 17.234641488034500 2012-10-01 17.523167137325200 2012-11-01 17.561946897810600 2012-12-01 17.660109971625100 2013-01-01 17.581870720004100 2013-02-01 17.734373257864700 2013-03-01 17.807450994218200 2013-04-01 17.781909050103000 2013-05-01 17.884882115009500 2013-06-01 17.925446178400200 2013-07-01 17.816462869835700 2013-08-01 17.908769197437200 2013-09-01 17.851243922032700 2013-10-01 17.909463466106300 2013-11-01 17.932281718252000 2013-12-01 18.034100402058100 2014-01-01 18.093221511659900 2014-02-01 18.139321032082602 2014-03-01 18.114916862718100 2014-04-01 18.285155745075500 2014-05-01 18.393942614011300 2014-06-01 18.432350902905604 2014-07-01 18.608145296993400 2014-08-01 18.718649733090500 2014-09-01 18.767277784760200 2014-10-01 18.886647786045200 2014-11-01 19.002908558375100 2014-12-01 19.100440942859400 2015-01-01 19.113809144713300 2015-02-01 19.159197943548300 2015-03-01 19.239899957319600 2015-04-01 19.388293470401003 2015-05-01 19.394879584686603 2015-06-01 19.537554208869697 2015-07-01 19.588762681250998 2015-08-01 19.732042132950000 2015-09-01 19.881271298208400 2015-10-01 19.961558862405600 2015-11-01 20.082816281238300 2015-12-01 20.071867094280897 2016-01-01 20.338441143852500 2016-02-01 20.276535446296002 2016-03-01 20.362647998348802 2016-04-01 20.385743117753300 2016-05-01 20.496278632843400 2016-06-01 20.437527806012800 2016-07-01 20.675606853953800 2016-08-01 20.650838084165700 2016-09-01 20.789575284047000 2016-10-01 20.842318875180300 2016-11-01 20.975812535269302 2016-12-01 20.951053814963800 2017-01-01 20.936351061112400 2017-02-01 21.084218913442200 2017-03-01 21.179511974138000 2017-04-01 20.976581607985600 2017-05-01 21.186047708080302 2017-06-01 21.343078636350600 2017-07-01 21.472776966849900 2017-08-01 21.574804104850003 2017-09-01 21.603828810399500 2017-10-01 21.725391112549700 2017-11-01 21.778563969245600 2017-12-01 21.925887220576700 2018-01-01 21.935171119523200 2018-02-01 22.088333379023400 2018-03-01 22.191029733852200 2018-04-01 22.361226026487998 2018-05-01 22.574188249714000 2018-06-01 22.646889817050600 2018-07-01 22.685932874790897 2018-08-01 22.701123680286102 2018-09-01 22.727745501795997 2018-10-01 22.803859373005900 2018-11-01 22.778564044641900 2018-12-01 22.795221328398500 2019-01-01 23.234495822027900 2019-02-01 23.291915319481898 2019-03-01 23.408873845386800 2019-04-01 23.536798537143200 2019-05-01 23.551109471480604 2019-06-01 23.860756664438500 2019-07-01 24.014924201020303 2019-08-01 24.124354076639300 2019-09-01 24.366358545645898 2019-10-01 24.377002024676400 2019-11-01 24.570033206344200 2019-12-01 24.641439101948700 2020-01-01 24.731360493956800 2020-02-01 24.694677262542300 2020-03-01 24.716411709909398 2020-04-01 23.510525456800604 2020-05-01 23.648502819826398 2020-06-01 23.679019256265000 2020-07-01 23.860802316912200 2020-08-01 24.151818116144200 2020-09-01 24.298565902063398 2020-10-01 24.866912677377500 2020-11-01 24.755092821540103 2020-12-01 24.721493216569100 2021-01-01 25.307352813168200 2021-02-01 25.589739751585803 2021-03-01 25.818896721421600 2021-04-01 26.097734006417000 2021-05-01 26.243252659505100 2021-06-01 26.382700614279102 2021-07-01 26.586225842830300 2021-08-01 26.663972349536902 2021-09-01 26.643546956955600 2021-10-01 27.244172184328400 2021-11-01 27.422199034715902 2021-12-01 27.553179288880100 2022-01-01 27.310880093115102 2022-02-01 27.494496963744997 2022-03-01 27.418095387675802 2022-04-01 27.894532366875800 2022-05-01 28.056839969913900 2022-06-01 28.083028483250605 2022-07-01 28.103859817012000 2022-08-01 28.276095267974100 2022-09-01 28.281190563014400 2022-10-01 28.435313919508400 2022-11-01 28.498111316789800 2022-12-01 28.620865131333300 2023-01-01 28.714538921844397 2023-02-01 28.997169796206396 2023-03-01 28.924156050742397 2023-04-01 28.598990781597400 2023-05-01 28.664416437931102 2023-06-01 28.879518020140000 2023-07-01 28.914229450285200 2023-08-01 28.978435045898500 2023-09-01 29.008041745624800 2023-10-01 28.934602703292498 2023-11-01 29.092267744355503 2023-12-01 29.206273528064603 2024-01-01 29.409833012969603 2024-02-01 29.387369966140500 2024-03-01 29.418096929127003