Table Data - All Employees: Professional and Business Services: Employment Services in Denver-Aurora-Lakewood, CO (MSA)
| Title | All Employees: Professional and Business Services: Employment Services in Denver-Aurora-Lakewood, CO (MSA) |
|---|---|
| Series ID | SMU08197406056130001SA |
| 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 2024-11-01 |
| Last Updated | 2024-12-21 6:00 AM CST |
| 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. More information on X-13ARIMA-SEATS can be found here. 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. 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 | 15.800883699235900 |
| 1990-02-01 | 15.792606373234800 |
| 1990-03-01 | 15.728154231663700 |
| 1990-04-01 | 15.375272675688500 |
| 1990-05-01 | 15.612113609595802 |
| 1990-06-01 | 15.670600437035999 |
| 1990-07-01 | 15.752093799829302 |
| 1990-08-01 | 16.232399060635300 |
| 1990-09-01 | 16.030714690673598 |
| 1990-10-01 | 15.970029671486900 |
| 1990-11-01 | 15.822086972997699 |
| 1990-12-01 | 15.488164185259200 |
| 1991-01-01 | 15.337582800391600 |
| 1991-02-01 | 15.345220801926802 |
| 1991-03-01 | 15.181418153681600 |
| 1991-04-01 | 15.359736282007802 |
| 1991-05-01 | 15.202668841366998 |
| 1991-06-01 | 15.272818101031401 |
| 1991-07-01 | 15.470262961882600 |
| 1991-08-01 | 15.489969757596800 |
| 1991-09-01 | 15.394104740741700 |
| 1991-10-01 | 15.435696150991399 |
| 1991-11-01 | 15.554777595456299 |
| 1991-12-01 | 15.515953147410500 |
| 1992-01-01 | 14.942895063891001 |
| 1992-02-01 | 15.408215061777401 |
| 1992-03-01 | 15.136920191903000 |
| 1992-04-01 | 16.180235357448200 |
| 1992-05-01 | 16.204946699299300 |
| 1992-06-01 | 15.876135857533300 |
| 1992-07-01 | 15.994912192052500 |
| 1992-08-01 | 15.991624927220100 |
| 1992-09-01 | 16.344852452391000 |
| 1992-10-01 | 16.632232228761900 |
| 1992-11-01 | 16.664890286179800 |
| 1992-12-01 | 17.192331663995800 |
| 1993-01-01 | 17.122912015778600 |
| 1993-02-01 | 17.290248788614200 |
| 1993-03-01 | 17.386401013490900 |
| 1993-04-01 | 17.422497721720100 |
| 1993-05-01 | 17.516091251235398 |
| 1993-06-01 | 18.093568592770698 |
| 1993-07-01 | 18.094306669631397 |
| 1993-08-01 | 18.480856445720700 |
| 1993-09-01 | 18.408053089427900 |
| 1993-10-01 | 18.854807798579900 |
| 1993-11-01 | 19.461248159037200 |
| 1993-12-01 | 19.551792977586103 |
| 1994-01-01 | 21.115876779623100 |
| 1994-02-01 | 21.056103871966200 |
| 1994-03-01 | 21.722798832708897 |
| 1994-04-01 | 22.662776696165400 |
| 1994-05-01 | 23.118747351927500 |
| 1994-06-01 | 23.302696791086500 |
| 1994-07-01 | 23.749307271150602 |
| 1994-08-01 | 23.804827148150700 |
| 1994-09-01 | 24.026888471421397 |
| 1994-10-01 | 23.913329935999304 |
| 1994-11-01 | 24.369873335362100 |
| 1994-12-01 | 24.743480305933800 |
| 1995-01-01 | 25.875476833098300 |
| 1995-02-01 | 26.015103089478696 |
| 1995-03-01 | 26.116835472177897 |
| 1995-04-01 | 24.873747468148700 |
| 1995-05-01 | 25.400688666105200 |
| 1995-06-01 | 24.967435307347300 |
| 1995-07-01 | 24.342360267358103 |
| 1995-08-01 | 24.857116959546300 |
| 1995-09-01 | 25.688157436415300 |
| 1995-10-01 | 25.466433419067300 |
| 1995-11-01 | 25.517760762136900 |
| 1995-12-01 | 25.675379596011300 |
| 1996-01-01 | 25.025392969474396 |
| 1996-02-01 | 24.744639129412104 |
| 1996-03-01 | 25.132332836241400 |
| 1996-04-01 | 25.317038242319303 |
| 1996-05-01 | 25.354725614626798 |
| 1996-06-01 | 25.827931133563600 |
| 1996-07-01 | 26.473964615996900 |
| 1996-08-01 | 27.071148816373896 |
| 1996-09-01 | 26.507720140412000 |
| 1996-10-01 | 27.101894941717500 |
| 1996-11-01 | 26.122820763594497 |
| 1996-12-01 | 26.324218690173996 |
| 1997-01-01 | 27.023526896624100 |
| 1997-02-01 | 28.044502047444300 |
| 1997-03-01 | 27.990398380288300 |
| 1997-04-01 | 28.196784115174697 |
| 1997-05-01 | 28.857363276065303 |
| 1997-06-01 | 29.585472652668300 |
| 1997-07-01 | 28.526240578746400 |
| 1997-08-01 | 29.955829146441303 |
| 1997-09-01 | 31.034224802694503 |
| 1997-10-01 | 30.274527085720802 |
| 1997-11-01 | 30.737903138667804 |
| 1997-12-01 | 30.256788012616000 |
| 1998-01-01 | 30.463167081935700 |
| 1998-02-01 | 30.180034585360698 |
| 1998-03-01 | 29.798284322148400 |
| 1998-04-01 | 30.143871348479800 |
| 1998-05-01 | 29.879462667247600 |
| 1998-06-01 | 29.650431003219300 |
| 1998-07-01 | 29.761843295586100 |
| 1998-08-01 | 29.777484616034304 |
| 1998-09-01 | 28.930627367740897 |
| 1998-10-01 | 30.995884631080298 |
| 1998-11-01 | 30.995925827435396 |
| 1998-12-01 | 30.913378454548397 |
| 1999-01-01 | 30.355038558661104 |
| 1999-02-01 | 30.190569517003897 |
| 1999-03-01 | 30.662630121036300 |
| 1999-04-01 | 30.563715284621500 |
| 1999-05-01 | 30.514470392991100 |
| 1999-06-01 | 30.375176799347300 |
| 1999-07-01 | 30.596346015223602 |
| 1999-08-01 | 30.118879643830800 |
| 1999-09-01 | 29.596832046747398 |
| 1999-10-01 | 30.735864661088700 |
| 1999-11-01 | 30.839731013974600 |
| 1999-12-01 | 31.560619105909602 |
| 2000-01-01 | 32.698212169758300 |
| 2000-02-01 | 31.462963527853700 |
| 2000-03-01 | 31.539503456521000 |
| 2000-04-01 | 32.273865532858200 |
| 2000-05-01 | 32.027046731754304 |
| 2000-06-01 | 32.102439301326896 |
| 2000-07-01 | 32.344127508412400 |
| 2000-08-01 | 32.222389219422800 |
| 2000-09-01 | 32.638704790638600 |
| 2000-10-01 | 32.507314847987196 |
| 2000-11-01 | 32.823178533021200 |
| 2000-12-01 | 32.443443412105395 |
| 2001-01-01 | 32.074005526383600 |
| 2001-02-01 | 31.664598112604104 |
| 2001-03-01 | 30.805107980718002 |
| 2001-04-01 | 29.290428969583697 |
| 2001-05-01 | 28.668169887210700 |
| 2001-06-01 | 27.867049327851000 |
| 2001-07-01 | 27.264867720034700 |
| 2001-08-01 | 26.523949307926603 |
| 2001-09-01 | 25.766847837795100 |
| 2001-10-01 | 24.151900527284198 |
| 2001-11-01 | 23.569753964275602 |
| 2001-12-01 | 22.650966451455805 |
| 2002-01-01 | 22.724448495481200 |
| 2002-02-01 | 22.943988275551600 |
| 2002-03-01 | 22.700162062952700 |
| 2002-04-01 | 23.468674017814497 |
| 2002-05-01 | 23.057018935568500 |
| 2002-06-01 | 22.589240269633798 |
| 2002-07-01 | 21.742729461744400 |
| 2002-08-01 | 22.492830815087900 |
| 2002-09-01 | 22.142198452220600 |
| 2002-10-01 | 22.400778167385700 |
| 2002-11-01 | 22.107166814929600 |
| 2002-12-01 | 21.645327223511700 |
| 2003-01-01 | 21.469238243439500 |
| 2003-02-01 | 21.120540694901198 |
| 2003-03-01 | 21.074326500846500 |
| 2003-04-01 | 20.974163975003602 |
| 2003-05-01 | 20.784039987984000 |
| 2003-06-01 | 21.303351285752500 |
| 2003-07-01 | 21.087903226372500 |
| 2003-08-01 | 21.268664871172700 |
| 2003-09-01 | 20.966029331059000 |
| 2003-10-01 | 21.383735119893800 |
| 2003-11-01 | 21.271408188446397 |
| 2003-12-01 | 21.602527900904900 |
| 2004-01-01 | 21.813431013693105 |
| 2004-02-01 | 21.876817266531000 |
| 2004-03-01 | 22.068216796988303 |
| 2004-04-01 | 23.482947657001400 |
| 2004-05-01 | 22.564824846310600 |
| 2004-06-01 | 22.274509792006900 |
| 2004-07-01 | 22.395644314656100 |
| 2004-08-01 | 22.568020740362396 |
| 2004-09-01 | 22.410013241139000 |
| 2004-10-01 | 22.580046281209103 |
| 2004-11-01 | 22.360842781696896 |
| 2004-12-01 | 23.183901761312400 |
| 2005-01-01 | 23.470490922249603 |
| 2005-02-01 | 23.268473672950000 |
| 2005-03-01 | 23.390728571639197 |
| 2005-04-01 | 23.617187944240303 |
| 2005-05-01 | 23.038565994135500 |
| 2005-06-01 | 23.465515217465300 |
| 2005-07-01 | 24.040545904286102 |
| 2005-08-01 | 24.092658407820500 |
| 2005-09-01 | 24.580622988660200 |
| 2005-10-01 | 24.230131580786600 |
| 2005-11-01 | 24.768369167077196 |
| 2005-12-01 | 25.552294106101797 |
| 2006-01-01 | 25.037692391709900 |
| 2006-02-01 | 24.977451172380500 |
| 2006-03-01 | 25.266962977403400 |
| 2006-04-01 | 25.017094160939898 |
| 2006-05-01 | 25.598935565644100 |
| 2006-06-01 | 26.035147923424300 |
| 2006-07-01 | 26.096016746050402 |
| 2006-08-01 | 25.907251863708800 |
| 2006-09-01 | 25.963514628935500 |
| 2006-10-01 | 25.950564312578500 |
| 2006-11-01 | 26.131794609968700 |
| 2006-12-01 | 26.272542644368200 |
| 2007-01-01 | 27.103039399595104 |
| 2007-02-01 | 27.563543293687600 |
| 2007-03-01 | 28.420328227996997 |
| 2007-04-01 | 27.042059617100000 |
| 2007-05-01 | 27.403998728984700 |
| 2007-06-01 | 27.335071747341800 |
| 2007-07-01 | 26.893813317052000 |
| 2007-08-01 | 26.644556783718400 |
| 2007-09-01 | 27.141593050695300 |
| 2007-10-01 | 26.563314199549303 |
| 2007-11-01 | 26.884585549398302 |
| 2007-12-01 | 26.741452950388100 |
| 2008-01-01 | 25.932743769667603 |
| 2008-02-01 | 26.167015813066698 |
| 2008-03-01 | 25.998811112964695 |
| 2008-04-01 | 26.223767158931900 |
| 2008-05-01 | 25.015919172471900 |
| 2008-06-01 | 24.867200872525803 |
| 2008-07-01 | 24.053817701770700 |
| 2008-08-01 | 24.317034077326102 |
| 2008-09-01 | 23.790147351841398 |
| 2008-10-01 | 23.135196050402197 |
| 2008-11-01 | 21.982391985957303 |
| 2008-12-01 | 21.098450922717400 |
| 2009-01-01 | 20.145478302722000 |
| 2009-02-01 | 19.160336425058800 |
| 2009-03-01 | 18.296450036079897 |
| 2009-04-01 | 18.063788046809800 |
| 2009-05-01 | 18.222402842117102 |
| 2009-06-01 | 17.430655399132000 |
| 2009-07-01 | 18.606815177323700 |
| 2009-08-01 | 18.033671871169602 |
| 2009-09-01 | 18.146595756180698 |
| 2009-10-01 | 18.666531304862300 |
| 2009-11-01 | 18.892746303624197 |
| 2009-12-01 | 19.158384828877804 |
| 2010-01-01 | 19.433138832544300 |
| 2010-02-01 | 20.029676177612000 |
| 2010-03-01 | 20.470108816614100 |
| 2010-04-01 | 20.596683497675200 |
| 2010-05-01 | 21.183229765866898 |
| 2010-06-01 | 21.512852020529500 |
| 2010-07-01 | 22.435111187111800 |
| 2010-08-01 | 21.547871300758100 |
| 2010-09-01 | 21.281061876728100 |
| 2010-10-01 | 21.428465485281200 |
| 2010-11-01 | 21.717901835000000 |
| 2010-12-01 | 21.896690858578896 |
| 2011-01-01 | 22.435523912673800 |
| 2011-02-01 | 22.361103780864200 |
| 2011-03-01 | 22.072647982149800 |
| 2011-04-01 | 23.445289343983300 |
| 2011-05-01 | 23.722917180284400 |
| 2011-06-01 | 22.948857003993602 |
| 2011-07-01 | 22.676164463062700 |
| 2011-08-01 | 22.769168179603895 |
| 2011-09-01 | 23.068452093329896 |
| 2011-10-01 | 23.128844136736497 |
| 2011-11-01 | 23.588421613202400 |
| 2011-12-01 | 23.736531308656200 |
| 2012-01-01 | 23.885805509296500 |
| 2012-02-01 | 24.067391724234500 |
| 2012-03-01 | 24.708648261252797 |
| 2012-04-01 | 25.616738780451100 |
| 2012-05-01 | 25.711523424596000 |
| 2012-06-01 | 26.199129181563300 |
| 2012-07-01 | 26.513384986520200 |
| 2012-08-01 | 26.818931422694500 |
| 2012-09-01 | 27.154967893418200 |
| 2012-10-01 | 27.409530792878300 |
| 2012-11-01 | 27.483185699389500 |
| 2012-12-01 | 27.277614238311000 |
| 2013-01-01 | 27.456289356282600 |
| 2013-02-01 | 27.221534028414002 |
| 2013-03-01 | 27.143525553910500 |
| 2013-04-01 | 26.853716794803400 |
| 2013-05-01 | 26.867674749301500 |
| 2013-06-01 | 27.096535108150700 |
| 2013-07-01 | 27.126874349430400 |
| 2013-08-01 | 27.393746751392797 |
| 2013-09-01 | 27.358669955444103 |
| 2013-10-01 | 27.826877593592400 |
| 2013-11-01 | 28.033031047865400 |
| 2013-12-01 | 29.030043865514300 |
| 2014-01-01 | 28.403013621353303 |
| 2014-02-01 | 28.946417596741400 |
| 2014-03-01 | 29.203093353960100 |
| 2014-04-01 | 29.387472921594400 |
| 2014-05-01 | 29.513083830059800 |
| 2014-06-01 | 29.685515815823003 |
| 2014-07-01 | 29.702002767250600 |
| 2014-08-01 | 30.781728982426400 |
| 2014-09-01 | 31.527113193260700 |
| 2014-10-01 | 31.590431117606300 |
| 2014-11-01 | 30.236828037914300 |
| 2014-12-01 | 31.160346342253900 |
| 2015-01-01 | 31.293688614473700 |
| 2015-02-01 | 31.320406333375896 |
| 2015-03-01 | 31.066346396732600 |
| 2015-04-01 | 30.776274249552497 |
| 2015-05-01 | 31.252703729180197 |
| 2015-06-01 | 31.083482231139804 |
| 2015-07-01 | 30.711035902413100 |
| 2015-08-01 | 30.933256912536603 |
| 2015-09-01 | 30.864854481880197 |
| 2015-10-01 | 31.105839657047600 |
| 2015-11-01 | 30.942961323910900 |
| 2015-12-01 | 31.173591952619200 |
| 2016-01-01 | 31.499626098309303 |
| 2016-02-01 | 31.390048787614603 |
| 2016-03-01 | 31.494117516580000 |
| 2016-04-01 | 31.953080710347300 |
| 2016-05-01 | 30.926413714298395 |
| 2016-06-01 | 31.300847654505200 |
| 2016-07-01 | 31.830780197608300 |
| 2016-08-01 | 31.352146900864202 |
| 2016-09-01 | 31.852351403328500 |
| 2016-10-01 | 31.999072469154700 |
| 2016-11-01 | 32.250691082844300 |
| 2016-12-01 | 32.181472567816805 |
| 2017-01-01 | 31.825406378672500 |
| 2017-02-01 | 32.027936644968300 |
| 2017-03-01 | 31.944430583721104 |
| 2017-04-01 | 31.808830766548600 |
| 2017-05-01 | 32.003120547824395 |
| 2017-06-01 | 32.196667058118300 |
| 2017-07-01 | 32.144264140977400 |
| 2017-08-01 | 32.228533777643400 |
| 2017-09-01 | 32.591077249882600 |
| 2017-10-01 | 31.761868209693798 |
| 2017-11-01 | 32.594203544221700 |
| 2017-12-01 | 32.543729083913400 |
| 2018-01-01 | 32.679145366168400 |
| 2018-02-01 | 32.440355916941200 |
| 2018-03-01 | 32.917625356683600 |
| 2018-04-01 | 32.811726451374800 |
| 2018-05-01 | 32.614412457975300 |
| 2018-06-01 | 32.665013481975000 |
| 2018-07-01 | 32.904255431333105 |
| 2018-08-01 | 32.595566901562500 |
| 2018-09-01 | 32.310165589027804 |
| 2018-10-01 | 31.410869635245103 |
| 2018-11-01 | 31.683122390983897 |
| 2018-12-01 | 32.103832611754000 |
| 2019-01-01 | 31.917996714181500 |
| 2019-02-01 | 32.440086996324800 |
| 2019-03-01 | 31.786621207893500 |
| 2019-04-01 | 32.615604789390204 |
| 2019-05-01 | 32.685079337713105 |
| 2019-06-01 | 33.075776825924900 |
| 2019-07-01 | 32.888322666702700 |
| 2019-08-01 | 32.951397511499700 |
| 2019-09-01 | 33.039474070650300 |
| 2019-10-01 | 32.798481504267100 |
| 2019-11-01 | 32.703820360760005 |
| 2019-12-01 | 32.474969711936495 |
| 2020-01-01 | 32.198338249103900 |
| 2020-02-01 | 32.106043534573395 |
| 2020-03-01 | 31.765007563263698 |
| 2020-04-01 | 23.042487406341000 |
| 2020-05-01 | 23.293759786397600 |
| 2020-06-01 | 23.765287081692602 |
| 2020-07-01 | 23.640658169819897 |
| 2020-08-01 | 25.042413173385800 |
| 2020-09-01 | 25.170011600613100 |
| 2020-10-01 | 26.115705030776500 |
| 2020-11-01 | 26.860831173652300 |
| 2020-12-01 | 27.637933325431103 |
| 2021-01-01 | 28.085027519551300 |
| 2021-02-01 | 28.486029219489698 |
| 2021-03-01 | 28.888649782975000 |
| 2021-04-01 | 29.297962306586200 |
| 2021-05-01 | 30.225135542658702 |
| 2021-06-01 | 30.200950817324900 |
| 2021-07-01 | 31.411808507209300 |
| 2021-08-01 | 31.096628057990603 |
| 2021-09-01 | 31.812872288443497 |
| 2021-10-01 | 32.878441396240100 |
| 2021-11-01 | 33.230848572241300 |
| 2021-12-01 | 33.506876375036300 |
| 2022-01-01 | 34.763414900872400 |
| 2022-02-01 | 34.898084199972600 |
| 2022-03-01 | 35.213787805185400 |
| 2022-04-01 | 35.846113938629300 |
| 2022-05-01 | 35.617729186347795 |
| 2022-06-01 | 35.283688879762100 |
| 2022-07-01 | 35.546905506857290 |
| 2022-08-01 | 35.127737570742600 |
| 2022-09-01 | 34.999554003629996 |
| 2022-10-01 | 34.348117628143400 |
| 2022-11-01 | 34.570211314520996 |
| 2022-12-01 | 33.152269512401900 |
| 2023-01-01 | 33.723359990402800 |
| 2023-02-01 | 33.519476272141105 |
| 2023-03-01 | 33.542209249087000 |
| 2023-04-01 | 33.006549549719900 |
| 2023-05-01 | 32.262840743149000 |
| 2023-06-01 | 31.814180055451196 |
| 2023-07-01 | 31.315517899794504 |
| 2023-08-01 | 31.248668481355500 |
| 2023-09-01 | 30.855616315031700 |
| 2023-10-01 | 30.247938228984300 |
| 2023-11-01 | 29.658027857789804 |
| 2023-12-01 | 28.715568340393300 |
| 2024-01-01 | 29.259891403555304 |
| 2024-02-01 | 29.394263189352003 |
| 2024-03-01 | 29.338147770044000 |
| 2024-04-01 | 28.787476735266600 |
| 2024-05-01 | 28.731349457863498 |
| 2024-06-01 | 28.834897605869003 |
| 2024-07-01 | 28.361600356995698 |
| 2024-08-01 | 28.229561339833197 |
| 2024-09-01 | 28.376467971795897 |
| 2024-10-01 | 28.342483894796500 |
| 2024-11-01 | 28.140075121587895 |
