NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. Title: All Employees: Professional and Business Services: Administrative and Support and Waste Management and Remediation Services in Denver-Aurora-Lakewood, CO (MSA) Series ID: SMU08197406056000001SA 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 2024-04-01 Last Updated: 2024-05-18 5:17 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/SMU08197406056000001). 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 54.021342525041895 1990-02-01 54.389937043098790 1990-03-01 54.756911797089000 1990-04-01 53.200027214360600 1990-05-01 54.625088586350294 1990-06-01 55.241871389411500 1990-07-01 55.261557334411705 1990-08-01 56.031607017209204 1990-09-01 56.125943878610110 1990-10-01 55.828523843947800 1990-11-01 56.140152278483500 1990-12-01 55.720015947311710 1991-01-01 55.688246060962290 1991-02-01 55.733792696041604 1991-03-01 55.851763208522996 1991-04-01 56.436888580448596 1991-05-01 56.392675544776200 1991-06-01 56.593770630809710 1991-07-01 56.925049452821000 1991-08-01 57.108920860189100 1991-09-01 57.405460668482704 1991-10-01 58.239503117090700 1991-11-01 58.579184072459300 1991-12-01 58.574338611384400 1992-01-01 58.265189715237400 1992-02-01 58.208046277004200 1992-03-01 58.050654277527290 1992-04-01 58.389460170479100 1992-05-01 58.914358624327100 1992-06-01 58.730263630650300 1992-07-01 59.167036694391000 1992-08-01 58.882019185037200 1992-09-01 59.170590549887800 1992-10-01 59.585231702487896 1992-11-01 59.848335383627700 1992-12-01 60.480960691328605 1993-01-01 61.811042339846900 1993-02-01 61.851270793594700 1993-03-01 62.207242356033895 1993-04-01 62.805555904385200 1993-05-01 62.221707761525000 1993-06-01 63.395999003430205 1993-07-01 63.944423908785200 1993-08-01 64.662244992733490 1993-09-01 65.072117414519500 1993-10-01 65.347917198695710 1993-11-01 65.415847331571000 1993-12-01 65.682519018056600 1994-01-01 67.487119530551210 1994-02-01 68.333855252590000 1994-03-01 69.279163342962290 1994-04-01 69.489504367751300 1994-05-01 70.023975805887800 1994-06-01 70.436632729426590 1994-07-01 70.503180266561000 1994-08-01 70.562987601454300 1994-09-01 70.923321925322410 1994-10-01 71.159181343271800 1994-11-01 72.118024004011500 1994-12-01 72.110455460960000 1995-01-01 73.245359614812910 1995-02-01 73.527646459950400 1995-03-01 74.138603017192100 1995-04-01 72.940485047908400 1995-05-01 73.355567333342200 1995-06-01 73.036227370446000 1995-07-01 71.302047261623710 1995-08-01 72.300389581934700 1995-09-01 73.460164221745400 1995-10-01 72.266072764709400 1995-11-01 72.419825322546600 1995-12-01 72.691637490857000 1996-01-01 71.606066995321800 1996-02-01 71.491036004021500 1996-03-01 71.963729826936400 1996-04-01 73.029409775143210 1996-05-01 73.666423029796700 1996-06-01 74.599204247797910 1996-07-01 74.991617164477400 1996-08-01 75.996912483980410 1996-09-01 75.902810431534400 1996-10-01 76.062755177208500 1996-11-01 75.637608837844500 1996-12-01 75.290390229276300 1997-01-01 77.440348829706000 1997-02-01 78.909311453890800 1997-03-01 78.787257065029410 1997-04-01 78.942179375635090 1997-05-01 79.915734209238600 1997-06-01 80.442060184354000 1997-07-01 81.238476857348600 1997-08-01 82.723399185611600 1997-09-01 84.459148957606790 1997-10-01 83.379578849526410 1997-11-01 84.155255315922910 1997-12-01 83.517603786406800 1998-01-01 83.370149708785490 1998-02-01 83.129130984508800 1998-03-01 83.571409167714590 1998-04-01 83.916873461570900 1998-05-01 83.437264949724700 1998-06-01 83.501442153679590 1998-07-01 84.445959587916790 1998-08-01 84.075426745137700 1998-09-01 83.926392080256300 1998-10-01 85.608083184694700 1998-11-01 85.665210873535500 1998-12-01 85.892896729686500 1999-01-01 86.457798032978500 1999-02-01 86.648066223800600 1999-03-01 86.486436206345600 1999-04-01 86.554518085104400 1999-05-01 86.280671032277510 1999-06-01 86.469735560954490 1999-07-01 86.337415869086500 1999-08-01 85.806774331634400 1999-09-01 85.561168854095800 1999-10-01 86.946107237922990 1999-11-01 87.271242373360900 1999-12-01 88.319743003041810 2000-01-01 89.716621203914800 2000-02-01 88.109249947285590 2000-03-01 88.453056832682590 2000-04-01 88.606843416974510 2000-05-01 89.007993747103600 2000-06-01 89.124314628709410 2000-07-01 89.016368147124710 2000-08-01 88.800164533926690 2000-09-01 89.722356645597910 2000-10-01 89.743447886389400 2000-11-01 89.988806181008700 2000-12-01 89.678622054954490 2001-01-01 89.064272603884090 2001-02-01 88.864691213358800 2001-03-01 88.335549344222700 2001-04-01 87.173071385063400 2001-05-01 86.623954518851500 2001-06-01 85.768814046380200 2001-07-01 85.204712174097210 2001-08-01 84.258339342496200 2001-09-01 83.177336997404910 2001-10-01 81.441213745679700 2001-11-01 81.062154517537410 2001-12-01 80.456261067635710 2002-01-01 79.798878407225700 2002-02-01 79.922513968699500 2002-03-01 79.785652977755090 2002-04-01 80.428295428629000 2002-05-01 80.595682253485590 2002-06-01 79.326805264382800 2002-07-01 77.932720676908090 2002-08-01 79.227967755053200 2002-09-01 78.955841760316500 2002-10-01 78.842209923909300 2002-11-01 78.595829917993600 2002-12-01 77.903451070413200 2003-01-01 78.001221863451010 2003-02-01 77.220047313915500 2003-03-01 76.588425669695600 2003-04-01 76.423828906283500 2003-05-01 76.697825660491200 2003-06-01 76.816771326199400 2003-07-01 76.562535061617500 2003-08-01 77.265542208426710 2003-09-01 76.693942967594000 2003-10-01 78.341999002092000 2003-11-01 77.491675851984500 2003-12-01 78.169034639360200 2004-01-01 78.009913525914710 2004-02-01 78.846352904041500 2004-03-01 79.055073508757900 2004-04-01 80.698477531304090 2004-05-01 79.631618271692700 2004-06-01 79.639777460284210 2004-07-01 80.010058633061090 2004-08-01 79.710827044783300 2004-09-01 79.825633358477500 2004-10-01 79.657115914339090 2004-11-01 79.736304910543910 2004-12-01 79.957200036458090 2005-01-01 81.246809977241910 2005-02-01 80.527053444158710 2005-03-01 80.715661056245700 2005-04-01 82.144238513090500 2005-05-01 81.248909416451210 2005-06-01 81.562359976591990 2005-07-01 82.196752195156700 2005-08-01 82.055526706525800 2005-09-01 82.342071457875500 2005-10-01 82.193289460476210 2005-11-01 82.486484860536700 2005-12-01 82.947942103994100 2006-01-01 82.370173619466410 2006-02-01 83.087094491094900 2006-03-01 83.185755167391100 2006-04-01 83.099903503687700 2006-05-01 84.072775534357200 2006-06-01 84.626733069781790 2006-07-01 84.912814655559400 2006-08-01 85.114822124539700 2006-09-01 85.066069052287600 2006-10-01 85.683829631258290 2006-11-01 86.096137907478200 2006-12-01 85.781768836842200 2007-01-01 88.259573122128500 2007-02-01 88.161656978738400 2007-03-01 89.432251285765800 2007-04-01 88.879732748071800 2007-05-01 89.860921962431600 2007-06-01 90.258637935204790 2007-07-01 89.567990382865700 2007-08-01 90.005410236572590 2007-09-01 91.159717479844910 2007-10-01 91.016507855317600 2007-11-01 90.897663921159000 2007-12-01 90.869086216299100 2008-01-01 90.347246981756000 2008-02-01 91.345529974046710 2008-03-01 90.698417797901400 2008-04-01 91.303053990465510 2008-05-01 89.636396979458010 2008-06-01 89.458138523570400 2008-07-01 88.359057853966010 2008-08-01 89.503608114734000 2008-09-01 88.896627845814490 2008-10-01 87.794845833765210 2008-11-01 86.214528533641090 2008-12-01 85.145270790062910 2009-01-01 84.331909349968200 2009-02-01 82.058957096338700 2009-03-01 81.178298444700000 2009-04-01 80.293464835318700 2009-05-01 80.038674457075300 2009-06-01 79.225493762458600 2009-07-01 79.175576802932600 2009-08-01 78.534901945534000 2009-09-01 78.405418521469910 2009-10-01 78.966909588767590 2009-11-01 80.072254158538800 2009-12-01 79.640006646496200 2010-01-01 79.305428290591200 2010-02-01 80.010427211027790 2010-03-01 80.325093022839300 2010-04-01 80.422387936582200 2010-05-01 81.272948445253200 2010-06-01 81.560381226002400 2010-07-01 82.003708600178300 2010-08-01 81.412014543255900 2010-09-01 80.259124232046800 2010-10-01 81.363839148112090 2010-11-01 81.699997668372900 2010-12-01 81.121666089950200 2011-01-01 83.315393111719800 2011-02-01 82.892760691737700 2011-03-01 82.080744476452410 2011-04-01 83.525601867470500 2011-05-01 84.145060758056500 2011-06-01 83.533696936633200 2011-07-01 83.573540800891100 2011-08-01 83.846174731765400 2011-09-01 84.113326399771500 2011-10-01 84.118907963838100 2011-11-01 85.073504010304500 2011-12-01 85.525662765069000 2012-01-01 86.239393734962010 2012-02-01 86.064554358464900 2012-03-01 86.844037577307490 2012-04-01 87.605908702682300 2012-05-01 87.829841113215200 2012-06-01 88.352514397885910 2012-07-01 88.392878080502410 2012-08-01 88.665141424973800 2012-09-01 88.834544900255700 2012-10-01 89.689048741880400 2012-11-01 89.400245023907090 2012-12-01 88.876427269148590 2013-01-01 88.774133927256510 2013-02-01 88.912883895557900 2013-03-01 89.050275738715600 2013-04-01 88.745791637740280 2013-05-01 88.797920105172900 2013-06-01 89.334383674073900 2013-07-01 89.069423605932000 2013-08-01 89.794109009702210 2013-09-01 89.733205889793000 2013-10-01 90.213270689099000 2013-11-01 90.730906472498800 2013-12-01 91.149139170630300 2014-01-01 91.485736038105300 2014-02-01 91.681817262754590 2014-03-01 91.788796562535000 2014-04-01 92.240049292073210 2014-05-01 92.389581034180080 2014-06-01 92.707006935594200 2014-07-01 92.573478552104590 2014-08-01 94.513992458173400 2014-09-01 94.793162099046900 2014-10-01 95.857229720592710 2014-11-01 94.065186591380710 2014-12-01 95.357893940849700 2015-01-01 95.566731342885800 2015-02-01 96.167742698072300 2015-03-01 95.800674787870590 2015-04-01 95.488653782681700 2015-05-01 95.935114097183980 2015-06-01 95.556319705654500 2015-07-01 95.542304781083500 2015-08-01 95.766724451960600 2015-09-01 95.742402079092000 2015-10-01 96.083212259665090 2015-11-01 95.880232761337410 2015-12-01 96.574128952300500 2016-01-01 96.852908397927590 2016-02-01 96.498621703893200 2016-03-01 96.615772447897200 2016-04-01 96.850968883582400 2016-05-01 96.047585853166600 2016-06-01 96.857494813848300 2016-07-01 97.880555826717500 2016-08-01 96.919777457169910 2016-09-01 97.538980044151590 2016-10-01 97.460705940063100 2016-11-01 97.625343386408100 2016-12-01 97.536367923194690 2017-01-01 97.037408769999290 2017-02-01 97.344599520600910 2017-03-01 97.893913875735920 2017-04-01 97.609685204345910 2017-05-01 97.814582774908600 2017-06-01 98.260256784179200 2017-07-01 97.873100560318200 2017-08-01 97.612473102065900 2017-09-01 98.156985948779300 2017-10-01 98.243207323164810 2017-11-01 98.674167254074500 2017-12-01 98.424544361773000 2018-01-01 98.035058088839590 2018-02-01 98.457355685909290 2018-03-01 99.021103332351090 2018-04-01 98.968055652328300 2018-05-01 98.770958783598600 2018-06-01 98.718139773748090 2018-07-01 99.063593084753590 2018-08-01 99.207910229560200 2018-09-01 98.772879006094800 2018-10-01 98.310927789356280 2018-11-01 97.829388777011090 2018-12-01 98.070059642080210 2019-01-01 99.212186589049710 2019-02-01 99.417592029503810 2019-03-01 99.063591464445000 2019-04-01 99.980926877858410 2019-05-01 100.305720817910000 2019-06-01 101.251066621231000 2019-07-01 100.988776902227000 2019-08-01 101.280799589036010 2019-09-01 100.712201583575000 2019-10-01 100.347110690262000 2019-11-01 100.671156225780000 2019-12-01 100.495874530233990 2020-01-01 100.342824175351010 2020-02-01 100.367268309739000 2020-03-01 99.728125377520600 2020-04-01 84.236705265440500 2020-05-01 86.672800691240300 2020-06-01 87.722266969151800 2020-07-01 85.417872071147000 2020-08-01 87.498364088986210 2020-09-01 87.843917164418800 2020-10-01 90.009375729826910 2020-11-01 90.987414424511300 2020-12-01 92.296820784207100 2021-01-01 92.639875465335200 2021-02-01 92.827826909269000 2021-03-01 93.735937426566410 2021-04-01 93.793865712678510 2021-05-01 94.475442212113310 2021-06-01 94.443416625111510 2021-07-01 96.020865210352600 2021-08-01 95.927596076042900 2021-09-01 96.565726433243910 2021-10-01 98.857663453340490 2021-11-01 99.277225994474100 2021-12-01 100.154082206473000 2022-01-01 100.195934697958000 2022-02-01 100.947128154599000 2022-03-01 100.863732478414010 2022-04-01 101.548896714756000 2022-05-01 101.477346583601000 2022-06-01 101.309667058356000 2022-07-01 101.419788328400000 2022-08-01 101.551404082075010 2022-09-01 101.946066863822990 2022-10-01 100.875148981938000 2022-11-01 101.234543593730000 2022-12-01 100.273511599830000 2023-01-01 100.952924480680010 2023-02-01 100.622111463520000 2023-03-01 101.229194129946010 2023-04-01 100.904209577117000 2023-05-01 100.613445279009000 2023-06-01 99.845688291900290 2023-07-01 98.407358040998800 2023-08-01 100.259133209123010 2023-09-01 98.637489856680300 2023-10-01 97.155450322263500 2023-11-01 96.000924803930200 2023-12-01 95.565108442943600 2024-01-01 95.412486049911500 2024-02-01 95.890360655561900 2024-03-01 96.774903878792700 2024-04-01 93.417571059544090