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 2024-09-01 |
| Last Updated | 2024-10-23 5:33 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. 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 | 18.094306669631300 |
| 1993-08-01 | 18.480856445720700 |
| 1993-09-01 | 18.408053089427900 |
| 1993-10-01 | 18.854807798579900 |
| 1993-11-01 | 19.461248159037200 |
| 1993-12-01 | 19.551792977586200 |
| 1994-01-01 | 21.115876779623100 |
| 1994-02-01 | 21.056103871966100 |
| 1994-03-01 | 21.722798832708897 |
| 1994-04-01 | 22.662776696165300 |
| 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 | 25.132332836241500 |
| 1996-04-01 | 25.317038242319303 |
| 1996-05-01 | 25.354725614626798 |
| 1996-06-01 | 25.827931133563600 |
| 1996-07-01 | 26.473964615996900 |
| 1996-08-01 | 27.071148816373800 |
| 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 | 30.274527085720703 |
| 1997-11-01 | 30.737903138667804 |
| 1997-12-01 | 30.256788012615900 |
| 1998-01-01 | 30.463167081935600 |
| 1998-02-01 | 30.180034585360602 |
| 1998-03-01 | 29.798284322148400 |
| 1998-04-01 | 30.143871348480100 |
| 1998-05-01 | 29.879462667247600 |
| 1998-06-01 | 29.650431003219300 |
| 1998-07-01 | 29.761843295586200 |
| 1998-08-01 | 29.777484616034400 |
| 1998-09-01 | 28.930627367740698 |
| 1998-10-01 | 30.995884631080298 |
| 1998-11-01 | 30.995925827435197 |
| 1998-12-01 | 30.913378454547896 |
| 1999-01-01 | 30.355038558660800 |
| 1999-02-01 | 30.190569517003798 |
| 1999-03-01 | 30.662630121036600 |
| 1999-04-01 | 30.563715284622898 |
| 1999-05-01 | 30.514470392991498 |
| 1999-06-01 | 30.375176799347600 |
| 1999-07-01 | 30.596346015223798 |
| 1999-08-01 | 30.118879643830198 |
| 1999-09-01 | 29.596832046745800 |
| 1999-10-01 | 30.735864661087398 |
| 1999-11-01 | 30.839731013974102 |
| 1999-12-01 | 31.560619105909602 |
| 2000-01-01 | 32.698212169759900 |
| 2000-02-01 | 31.462963527855397 |
| 2000-03-01 | 31.539503456521896 |
| 2000-04-01 | 32.273865532859695 |
| 2000-05-01 | 32.027046731754000 |
| 2000-06-01 | 32.102439301327900 |
| 2000-07-01 | 32.344127508413900 |
| 2000-08-01 | 32.222389219422105 |
| 2000-09-01 | 32.638704790633305 |
| 2000-10-01 | 32.507314847980396 |
| 2000-11-01 | 32.823178533017504 |
| 2000-12-01 | 32.443443412106800 |
| 2001-01-01 | 32.074005526391300 |
| 2001-02-01 | 31.664598112610804 |
| 2001-03-01 | 30.805107980717803 |
| 2001-04-01 | 29.290428969590103 |
| 2001-05-01 | 28.668169887205700 |
| 2001-06-01 | 27.867049327855600 |
| 2001-07-01 | 27.264867720044400 |
| 2001-08-01 | 26.523949307932600 |
| 2001-09-01 | 25.766847837790102 |
| 2001-10-01 | 24.151900527268500 |
| 2001-11-01 | 23.569753964249000 |
| 2001-12-01 | 22.650966451439200 |
| 2002-01-01 | 22.724448495498600 |
| 2002-02-01 | 22.943988275547700 |
| 2002-03-01 | 22.700162062953400 |
| 2002-04-01 | 23.468674017840100 |
| 2002-05-01 | 23.057018935519100 |
| 2002-06-01 | 22.589240269694900 |
| 2002-07-01 | 21.742729461852400 |
| 2002-08-01 | 22.492830815214600 |
| 2002-09-01 | 22.142198452310200 |
| 2002-10-01 | 22.400778167262100 |
| 2002-11-01 | 22.107166814695102 |
| 2002-12-01 | 21.645327223100700 |
| 2003-01-01 | 21.469238243188300 |
| 2003-02-01 | 21.120540694924300 |
| 2003-03-01 | 21.074326501274600 |
| 2003-04-01 | 20.974163975579900 |
| 2003-05-01 | 20.784039988213700 |
| 2003-06-01 | 21.303351285803000 |
| 2003-07-01 | 21.087903226297500 |
| 2003-08-01 | 21.268664871163700 |
| 2003-09-01 | 20.966029331194100 |
| 2003-10-01 | 21.383735119631396 |
| 2003-11-01 | 21.271408187834002 |
| 2003-12-01 | 21.602527899669800 |
| 2004-01-01 | 21.813431012802600 |
| 2004-02-01 | 21.876817266678200 |
| 2004-03-01 | 22.068216798668800 |
| 2004-04-01 | 23.482947659884200 |
| 2004-05-01 | 22.564824847148103 |
| 2004-06-01 | 22.274509791485897 |
| 2004-07-01 | 22.395644313499500 |
| 2004-08-01 | 22.568020739628700 |
| 2004-09-01 | 22.410013241238900 |
| 2004-10-01 | 22.580046280830103 |
| 2004-11-01 | 22.360842780926700 |
| 2004-12-01 | 23.183901760225100 |
| 2005-01-01 | 23.470490917178100 |
| 2005-02-01 | 23.268473673766103 |
| 2005-03-01 | 23.390728573125300 |
| 2005-04-01 | 23.617187959769602 |
| 2005-05-01 | 23.038565993491602 |
| 2005-06-01 | 23.465515215893998 |
| 2005-07-01 | 24.040545892580198 |
| 2005-08-01 | 24.092658407232200 |
| 2005-09-01 | 24.580622989438400 |
| 2005-10-01 | 24.230131581710200 |
| 2005-11-01 | 24.768369168326203 |
| 2005-12-01 | 25.552294108276897 |
| 2006-01-01 | 25.037692384367500 |
| 2006-02-01 | 24.977451174624600 |
| 2006-03-01 | 25.266962974917604 |
| 2006-04-01 | 25.017094190639400 |
| 2006-05-01 | 25.598935563438697 |
| 2006-06-01 | 26.035147910319200 |
| 2006-07-01 | 26.096016716632900 |
| 2006-08-01 | 25.907251860117697 |
| 2006-09-01 | 25.963514630403700 |
| 2006-10-01 | 25.950564321558200 |
| 2006-11-01 | 26.131794627644602 |
| 2006-12-01 | 26.272542670718604 |
| 2007-01-01 | 27.103039405039898 |
| 2007-02-01 | 27.563543294883400 |
| 2007-03-01 | 28.420328196842604 |
| 2007-04-01 | 27.042059633228000 |
| 2007-05-01 | 27.403998703955104 |
| 2007-06-01 | 27.335071718032104 |
| 2007-07-01 | 26.893813264283800 |
| 2007-08-01 | 26.644556786533000 |
| 2007-09-01 | 27.141593061404500 |
| 2007-10-01 | 26.563314232851000 |
| 2007-11-01 | 26.884585604870100 |
| 2007-12-01 | 26.741453032126300 |
| 2008-01-01 | 25.932743822778896 |
| 2008-02-01 | 26.167015829633797 |
| 2008-03-01 | 25.998810992026100 |
| 2008-04-01 | 26.223767083996200 |
| 2008-05-01 | 25.015919102921100 |
| 2008-06-01 | 24.867200825579100 |
| 2008-07-01 | 24.053817645146900 |
| 2008-08-01 | 24.317034081528696 |
| 2008-09-01 | 23.790147354736900 |
| 2008-10-01 | 23.135196119950500 |
| 2008-11-01 | 21.982392124037105 |
| 2008-12-01 | 21.098451101158400 |
| 2009-01-01 | 20.145478492355500 |
| 2009-02-01 | 19.160336599686400 |
| 2009-03-01 | 18.296450024722198 |
| 2009-04-01 | 18.063787435096398 |
| 2009-05-01 | 18.222402690978900 |
| 2009-06-01 | 17.430655119617300 |
| 2009-07-01 | 18.606814830353102 |
| 2009-08-01 | 18.033671774577602 |
| 2009-09-01 | 18.146595968302500 |
| 2009-10-01 | 18.666531859244397 |
| 2009-11-01 | 18.892747037063103 |
| 2009-12-01 | 19.158385634035300 |
| 2010-01-01 | 19.433139477454300 |
| 2010-02-01 | 20.029676420457500 |
| 2010-03-01 | 20.470108314763900 |
| 2010-04-01 | 20.596681251221000 |
| 2010-05-01 | 21.183228539107300 |
| 2010-06-01 | 21.512850462822104 |
| 2010-07-01 | 22.435109774728900 |
| 2010-08-01 | 21.547871129121898 |
| 2010-09-01 | 21.281063262284400 |
| 2010-10-01 | 21.428468346471200 |
| 2010-11-01 | 21.717905191407198 |
| 2010-12-01 | 21.896694997623300 |
| 2011-01-01 | 22.435525727650500 |
| 2011-02-01 | 22.361102374105897 |
| 2011-03-01 | 22.072644015332102 |
| 2011-04-01 | 23.445281574168895 |
| 2011-05-01 | 23.722912194565502 |
| 2011-06-01 | 22.948853997335700 |
| 2011-07-01 | 22.676163776313500 |
| 2011-08-01 | 22.769166911718898 |
| 2011-09-01 | 23.068452362463898 |
| 2011-10-01 | 23.128861663565804 |
| 2011-11-01 | 23.588428164184297 |
| 2011-12-01 | 23.736539345304198 |
| 2012-01-01 | 23.885808830421702 |
| 2012-02-01 | 24.067388413700500 |
| 2012-03-01 | 24.708640416177800 |
| 2012-04-01 | 25.616700451090104 |
| 2012-05-01 | 25.711519046375000 |
| 2012-06-01 | 26.199129154926500 |
| 2012-07-01 | 26.513388663374200 |
| 2012-08-01 | 26.818930351294604 |
| 2012-09-01 | 27.154968095605000 |
| 2012-10-01 | 27.409574755816198 |
| 2012-11-01 | 27.483203123515500 |
| 2012-12-01 | 27.277625869437102 |
| 2013-01-01 | 27.456294393430200 |
| 2013-02-01 | 27.221532322519200 |
| 2013-03-01 | 27.143515347869002 |
| 2013-04-01 | 26.853526630835100 |
| 2013-05-01 | 26.867753366654302 |
| 2013-06-01 | 27.096549794110700 |
| 2013-07-01 | 27.126899002266303 |
| 2013-08-01 | 27.393761071616000 |
| 2013-09-01 | 27.358678270960700 |
| 2013-10-01 | 27.826936743746500 |
| 2013-11-01 | 28.033048127063800 |
| 2013-12-01 | 29.030055261678400 |
| 2014-01-01 | 28.403012534096604 |
| 2014-02-01 | 28.946401457708202 |
| 2014-03-01 | 29.203049591003900 |
| 2014-04-01 | 29.387074105341302 |
| 2014-05-01 | 29.513262282105700 |
| 2014-06-01 | 29.685581207564200 |
| 2014-07-01 | 29.702103188847300 |
| 2014-08-01 | 30.781804608639604 |
| 2014-09-01 | 31.527150058857302 |
| 2014-10-01 | 31.590510169107100 |
| 2014-11-01 | 30.236857587451100 |
| 2014-12-01 | 31.160368759575000 |
| 2015-01-01 | 31.293622104726400 |
| 2015-02-01 | 31.320361205280800 |
| 2015-03-01 | 31.066128711565900 |
| 2015-04-01 | 30.775535302012802 |
| 2015-05-01 | 31.252827304855103 |
| 2015-06-01 | 31.083461288617602 |
| 2015-07-01 | 30.711994055317604 |
| 2015-08-01 | 30.933374522878500 |
| 2015-09-01 | 30.864964483252102 |
| 2015-10-01 | 31.105921492586500 |
| 2015-11-01 | 30.943032332216397 |
| 2015-12-01 | 31.173590421511000 |
| 2016-01-01 | 31.499419428919700 |
| 2016-02-01 | 31.389813466143604 |
| 2016-03-01 | 31.493226347117500 |
| 2016-04-01 | 31.951735838203103 |
| 2016-05-01 | 30.926190714059402 |
| 2016-06-01 | 31.300936317518502 |
| 2016-07-01 | 31.833209405728002 |
| 2016-08-01 | 31.352934689394804 |
| 2016-09-01 | 31.852948681413302 |
| 2016-10-01 | 31.999194743238203 |
| 2016-11-01 | 32.250621593597806 |
| 2016-12-01 | 32.181273129821100 |
| 2017-01-01 | 31.824897538465900 |
| 2017-02-01 | 32.027062625144300 |
| 2017-03-01 | 31.942214115134900 |
| 2017-04-01 | 31.806574018589100 |
| 2017-05-01 | 32.002005772142000 |
| 2017-06-01 | 32.196120769261700 |
| 2017-07-01 | 32.149229764995496 |
| 2017-08-01 | 32.233306935352395 |
| 2017-09-01 | 32.591554761156800 |
| 2017-10-01 | 31.761658161665803 |
| 2017-11-01 | 32.593785870867900 |
| 2017-12-01 | 32.543132235463900 |
| 2018-01-01 | 32.678017972889800 |
| 2018-02-01 | 32.438217629853100 |
| 2018-03-01 | 32.913443468863000 |
| 2018-04-01 | 32.808263044578800 |
| 2018-05-01 | 32.611585083687200 |
| 2018-06-01 | 32.662592038384500 |
| 2018-07-01 | 32.912385122089600 |
| 2018-08-01 | 32.610189744049900 |
| 2018-09-01 | 32.308709582096500 |
| 2018-10-01 | 31.409684569586002 |
| 2018-11-01 | 31.682382539046397 |
| 2018-12-01 | 32.102728656673300 |
| 2019-01-01 | 31.915100393570400 |
| 2019-02-01 | 32.436245360257700 |
| 2019-03-01 | 31.780734389556198 |
| 2019-04-01 | 32.609488522998900 |
| 2019-05-01 | 32.680829406252400 |
| 2019-06-01 | 33.072272839487600 |
| 2019-07-01 | 32.900631761338700 |
| 2019-08-01 | 32.976991877125500 |
| 2019-09-01 | 33.036414220915200 |
| 2019-10-01 | 32.797967759255700 |
| 2019-11-01 | 32.701361145933200 |
| 2019-12-01 | 32.473306280035800 |
| 2020-01-01 | 32.192813468676600 |
| 2020-02-01 | 32.100094341580400 |
| 2020-03-01 | 31.753082189195500 |
| 2020-04-01 | 23.035810354534696 |
| 2020-05-01 | 23.290104722679000 |
| 2020-06-01 | 23.763724600441105 |
| 2020-07-01 | 23.653411636289000 |
| 2020-08-01 | 25.070543454765000 |
| 2020-09-01 | 25.168962534959302 |
| 2020-10-01 | 26.116615916337103 |
| 2020-11-01 | 26.856127172714896 |
| 2020-12-01 | 27.636727430725497 |
| 2021-01-01 | 28.076366736910100 |
| 2021-02-01 | 28.476248806813697 |
| 2021-03-01 | 28.870486383228897 |
| 2021-04-01 | 29.283147207440300 |
| 2021-05-01 | 30.218128745776000 |
| 2021-06-01 | 30.201836572854900 |
| 2021-07-01 | 31.437813610301600 |
| 2021-08-01 | 31.147495651223803 |
| 2021-09-01 | 31.812484135749397 |
| 2021-10-01 | 32.890234403759100 |
| 2021-11-01 | 33.213708023254300 |
| 2021-12-01 | 33.505197185714195 |
| 2022-01-01 | 34.748739250096200 |
| 2022-02-01 | 34.879382154368600 |
| 2022-03-01 | 35.178678384414400 |
| 2022-04-01 | 35.816882044657895 |
| 2022-05-01 | 35.604118227734900 |
| 2022-06-01 | 35.289264784669800 |
| 2022-07-01 | 35.590144585596400 |
| 2022-08-01 | 35.206801463565704 |
| 2022-09-01 | 35.000339248210500 |
| 2022-10-01 | 34.371319697136194 |
| 2022-11-01 | 34.539133053499500 |
| 2022-12-01 | 33.150456564977800 |
| 2023-01-01 | 33.705200883968500 |
| 2023-02-01 | 33.494811155100900 |
| 2023-03-01 | 33.498875656659900 |
| 2023-04-01 | 32.968063453558000 |
| 2023-05-01 | 32.245693558789895 |
| 2023-06-01 | 31.824827331929498 |
| 2023-07-01 | 31.366964887233200 |
| 2023-08-01 | 31.335647135940600 |
| 2023-09-01 | 30.857591331035700 |
| 2023-10-01 | 30.275920662672895 |
| 2023-11-01 | 29.616961892437700 |
| 2023-12-01 | 28.713801204536000 |
| 2024-01-01 | 29.243189781133700 |
| 2024-02-01 | 29.369444150949900 |
| 2024-03-01 | 29.292090874634900 |
| 2024-04-01 | 28.746184753022000 |
| 2024-05-01 | 28.712318756201302 |
| 2024-06-01 | 28.849383356944198 |
| 2024-07-01 | 28.417875925219303 |
| 2024-08-01 | 28.317597460584000 |
| 2024-09-01 | 28.672828431155402 |
