Title: All Employees: Professional and Business Services: Professional, Scientific, and Technical Services in Warren-Troy-Farmington Hills, MI (MD) Series ID: SMU26476646054000001SA 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 2024-02-01 Last Updated: 2024-03-23 5:31 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/SMU26476646054000001). 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 1990-01-01 102.03587322130200 1990-02-01 101.87199289616301 1990-03-01 101.84092533516899 1990-04-01 103.26098299363100 1990-05-01 103.98705389151800 1990-06-01 104.71677489970800 1990-07-01 105.08724204223800 1990-08-01 105.43867310643700 1990-09-01 105.66142865254100 1990-10-01 105.90535934908199 1990-11-01 106.15557965931500 1990-12-01 105.90268337421301 1991-01-01 105.25303143218700 1991-02-01 105.07948161030501 1991-03-01 104.85672789427299 1991-04-01 105.12815223848699 1991-05-01 104.96397339489599 1991-06-01 104.92723592506800 1991-07-01 104.30781478528799 1991-08-01 104.28072223603100 1991-09-01 103.76324069025499 1991-10-01 105.82388317045700 1991-11-01 105.91100580751801 1991-12-01 105.34549344198601 1992-01-01 102.94762743887900 1992-02-01 103.02459143961201 1992-03-01 102.87142961158301 1992-04-01 102.10571926428601 1992-05-01 101.74975818463301 1992-06-01 101.19670082350001 1992-07-01 101.87312510025299 1992-08-01 101.76885874689100 1992-09-01 101.67744963418100 1992-10-01 101.34713140011499 1992-11-01 101.08335997058701 1992-12-01 101.23210235073000 1993-01-01 100.67956384722600 1993-02-01 101.20475205132000 1993-03-01 101.19546901881701 1993-04-01 102.40215275505200 1993-05-01 103.02448670956801 1993-06-01 102.54161172532200 1993-07-01 102.59819002042800 1993-08-01 102.44695446465900 1993-09-01 103.01808728850000 1993-10-01 103.57814037118000 1993-11-01 103.88508517881500 1993-12-01 104.58379091615400 1994-01-01 105.25102969390100 1994-02-01 103.99127881090700 1994-03-01 104.08705605968800 1994-04-01 105.40691277421000 1994-05-01 105.97740935528200 1994-06-01 106.64293861030501 1994-07-01 107.68135767808500 1994-08-01 108.23973224162800 1994-09-01 108.80566685689301 1994-10-01 108.92371264266200 1994-11-01 109.18316467471700 1994-12-01 109.60960632004999 1995-01-01 111.19419256491699 1995-02-01 112.01783389877899 1995-03-01 112.36680289053200 1995-04-01 111.69702999113001 1995-05-01 112.66965386596700 1995-06-01 113.02372362805100 1995-07-01 113.38718022224100 1995-08-01 113.53275049308901 1995-09-01 114.53275831179200 1995-10-01 117.34004478763201 1995-11-01 118.45168998106700 1995-12-01 119.04750013755700 1996-01-01 118.25608365150800 1996-02-01 119.85888047633499 1996-03-01 120.27126625198700 1996-04-01 119.78441983808300 1996-05-01 119.69422368138900 1996-06-01 118.67616975991400 1996-07-01 119.20652917698100 1996-08-01 120.36256196455900 1996-09-01 120.68333824903699 1996-10-01 121.53970863414101 1996-11-01 121.22058927726700 1996-12-01 121.08518833784300 1997-01-01 121.54985329248699 1997-02-01 121.21616296718399 1997-03-01 121.75259984814600 1997-04-01 121.56892262263200 1997-05-01 122.62395804404400 1997-06-01 121.86473906720501 1997-07-01 121.85190198733999 1997-08-01 121.00302343624000 1997-09-01 120.96082546347200 1997-10-01 120.18886992731400 1997-11-01 120.02731015288201 1997-12-01 119.47190886563200 1998-01-01 120.65290099443500 1998-02-01 121.32295261006600 1998-03-01 121.34664711704399 1998-04-01 121.60314359076000 1998-05-01 121.49228283114300 1998-06-01 122.21830737932000 1998-07-01 122.81630322481399 1998-08-01 122.98086717159500 1998-09-01 122.17554833256200 1998-10-01 122.97024369988100 1998-11-01 122.80209009528800 1998-12-01 122.20398715730400 1999-01-01 121.08169094849400 1999-02-01 121.63319582515400 1999-03-01 121.58150652383400 1999-04-01 124.25437895186501 1999-05-01 124.43347704225300 1999-06-01 124.56169943794100 1999-07-01 124.51627720220700 1999-08-01 124.48479527168699 1999-09-01 124.18828257598301 1999-10-01 128.30937556314500 1999-11-01 128.29904570197900 1999-12-01 128.36920888271700 2000-01-01 128.59232649346500 2000-02-01 128.72203940108700 2000-03-01 128.38620398696700 2000-04-01 129.64692452893900 2000-05-01 130.15904899530100 2000-06-01 130.78392902859800 2000-07-01 130.08819348747500 2000-08-01 130.25423158044399 2000-09-01 130.28022734744000 2000-10-01 129.25160849247500 2000-11-01 129.14552347613900 2000-12-01 129.03619275027300 2001-01-01 122.76274836416500 2001-02-01 127.70333291683201 2001-03-01 126.66909643318701 2001-04-01 126.31915203726601 2001-05-01 125.52597143978599 2001-06-01 125.32330518829201 2001-07-01 124.78213874437200 2001-08-01 125.42263159118099 2001-09-01 125.68205849495001 2001-10-01 126.34962577808201 2001-11-01 125.63952055044099 2001-12-01 125.69010678729500 2002-01-01 125.61326574799500 2002-02-01 126.79713414759199 2002-03-01 126.14295220045099 2002-04-01 126.03755389231600 2002-05-01 125.02476388103399 2002-06-01 124.84358086303800 2002-07-01 123.98856082130600 2002-08-01 125.10681486159700 2002-09-01 124.99872219336300 2002-10-01 126.07578074652500 2002-11-01 125.92754084014800 2002-12-01 125.56969332213700 2003-01-01 122.67580996085800 2003-02-01 122.34255213327600 2003-03-01 122.13477612546200 2003-04-01 121.73462185198200 2003-05-01 122.07971824866199 2003-06-01 121.89145568692801 2003-07-01 121.58590244868200 2003-08-01 121.99572297933700 2003-09-01 121.79093139791401 2003-10-01 121.09175050444600 2003-11-01 121.51167934726601 2003-12-01 121.59845811483500 2004-01-01 119.64242640799499 2004-02-01 120.71146854915900 2004-03-01 120.95674662421699 2004-04-01 121.12005555105800 2004-05-01 121.68557633398399 2004-06-01 121.13688505447200 2004-07-01 120.91448906155100 2004-08-01 120.62415081588301 2004-09-01 121.12067989990400 2004-10-01 121.18132782891300 2004-11-01 120.92683819535802 2004-12-01 121.27611073704901 2005-01-01 121.82975521952200 2005-02-01 122.30359080187901 2005-03-01 121.99391459730100 2005-04-01 121.44180620641100 2005-05-01 121.44962088688200 2005-06-01 121.77526264393200 2005-07-01 122.83741454990800 2005-08-01 122.86885758564500 2005-09-01 123.10280776304100 2005-10-01 123.09695734307199 2005-11-01 122.75632943676600 2005-12-01 123.30295252092900 2006-01-01 122.73121516305599 2006-02-01 122.33859982383000 2006-03-01 122.34279939774400 2006-04-01 123.13960656667801 2006-05-01 122.32804402029100 2006-06-01 123.08456116797501 2006-07-01 121.93819601471400 2006-08-01 120.98015854837500 2006-09-01 121.04479569547600 2006-10-01 121.12181649153200 2006-11-01 121.02494452345900 2006-12-01 121.99351164125900 2007-01-01 121.08683189475100 2007-02-01 120.96810584107500 2007-03-01 120.96857561638700 2007-04-01 120.78300404007999 2007-05-01 120.82063935800100 2007-06-01 120.64386565576700 2007-07-01 120.48219824671400 2007-08-01 120.70926486521401 2007-09-01 120.41780797593000 2007-10-01 120.21767065596300 2007-11-01 120.68366197106100 2007-12-01 119.91253439140600 2008-01-01 120.15396082006800 2008-02-01 119.85861860591900 2008-03-01 119.76228685860501 2008-04-01 119.66304553292000 2008-05-01 119.37663160737600 2008-06-01 119.12113424228599 2008-07-01 118.81408675346300 2008-08-01 118.11744665033899 2008-09-01 117.80182293858200 2008-10-01 117.71623530253099 2008-11-01 115.24477322330500 2008-12-01 114.55204282776200 2009-01-01 107.40080683253300 2009-02-01 107.24529559237200 2009-03-01 106.64576795847700 2009-04-01 104.51292475409001 2009-05-01 101.98751145886999 2009-06-01 101.64655716900800 2009-07-01 103.01926365428601 2009-08-01 102.34567496812400 2009-09-01 105.29113501208299 2009-10-01 104.65337904473400 2009-11-01 105.11650624286600 2009-12-01 106.25970899647601 2010-01-01 106.16154902480600 2010-02-01 106.57687423663700 2010-03-01 106.96966564821000 2010-04-01 107.45966074323900 2010-05-01 107.55752710721902 2010-06-01 108.54368738359400 2010-07-01 108.42869314380500 2010-08-01 109.58281043812000 2010-09-01 110.17119718132300 2010-10-01 110.87770832459101 2010-11-01 111.25337329540501 2010-12-01 112.74840275299200 2011-01-01 114.06538889385800 2011-02-01 114.78527238768100 2011-03-01 115.56411467791200 2011-04-01 117.20952266963499 2011-05-01 117.27114118340799 2011-06-01 117.07412458062700 2011-07-01 117.42606647406900 2011-08-01 118.09217686222500 2011-09-01 118.90174308508699 2011-10-01 119.21536723456700 2011-11-01 119.77084786527700 2011-12-01 119.91413473264500 2012-01-01 120.91381090959200 2012-02-01 121.34120062010099 2012-03-01 122.02454340399099 2012-04-01 122.48719871230900 2012-05-01 122.91865814406300 2012-06-01 122.86137089661900 2012-07-01 124.88411631806200 2012-08-01 125.48516613703100 2012-09-01 125.48472173004100 2012-10-01 127.10615843629999 2012-11-01 127.36941273750000 2012-12-01 128.00026394377300 2013-01-01 127.54519687999000 2013-02-01 128.12614205086300 2013-03-01 129.07864744697100 2013-04-01 128.73332045055100 2013-05-01 129.39840207208200 2013-06-01 129.46235370796498 2013-07-01 127.33468855236099 2013-08-01 129.54563405924500 2013-09-01 131.01417490431300 2013-10-01 131.36128687871500 2013-11-01 131.46009260355600 2013-12-01 131.58239611251100 2014-01-01 131.94182133208500 2014-02-01 133.17000153605102 2014-03-01 133.32925221503402 2014-04-01 132.73399894086700 2014-05-01 133.43305300318300 2014-06-01 134.14614299012600 2014-07-01 134.40118605053900 2014-08-01 134.90313843022100 2014-09-01 134.23143458597798 2014-10-01 134.06430496416900 2014-11-01 134.55102434690200 2014-12-01 135.87530173807198 2015-01-01 135.27587528849200 2015-02-01 135.64780204778400 2015-03-01 135.80328073461400 2015-04-01 136.79352248035000 2015-05-01 137.32143338936400 2015-06-01 137.33426723413500 2015-07-01 137.63405570554900 2015-08-01 137.90196383640500 2015-09-01 138.63354593856500 2015-10-01 138.77823642870400 2015-11-01 139.04251129016000 2015-12-01 139.64651821403700 2016-01-01 140.13688087442500 2016-02-01 140.12012465682100 2016-03-01 139.75815524077402 2016-04-01 140.37639065496800 2016-05-01 140.48990104438200 2016-06-01 141.44057236452700 2016-07-01 142.50745822920402 2016-08-01 141.68834997676400 2016-09-01 142.40963260331400 2016-10-01 142.67594031339200 2016-11-01 143.26957333756700 2016-12-01 143.69865140842900 2017-01-01 144.56108932481200 2017-02-01 144.86672096349100 2017-03-01 145.67181072086100 2017-04-01 146.64876620707600 2017-05-01 146.92880584920200 2017-06-01 147.25316438518400 2017-07-01 147.26086487407700 2017-08-01 148.16695108882098 2017-09-01 147.06731677742098 2017-10-01 147.51344402527900 2017-11-01 147.95856140612800 2017-12-01 147.68105968166100 2018-01-01 147.80156160609000 2018-02-01 147.99578876200700 2018-03-01 148.92906886417300 2018-04-01 149.43612518742900 2018-05-01 149.38687375070400 2018-06-01 149.47315123300500 2018-07-01 149.45240104544902 2018-08-01 149.45943821059800 2018-09-01 148.90836800775600 2018-10-01 149.62482774124000 2018-11-01 148.72909059490900 2018-12-01 148.92752146136500 2019-01-01 148.91713151858602 2019-02-01 148.79251580193701 2019-03-01 148.24178103584900 2019-04-01 147.14726728738700 2019-05-01 146.86622638584700 2019-06-01 146.51186150467500 2019-07-01 146.42972168836800 2019-08-01 146.47560651295998 2019-09-01 146.00222575263800 2019-10-01 145.10979935942200 2019-11-01 145.82483908132602 2019-12-01 146.27373774894600 2020-01-01 145.23738888417600 2020-02-01 145.38376037624700 2020-03-01 145.64301348646100 2020-04-01 130.84855232691800 2020-05-01 131.84147240975600 2020-06-01 135.91229081061800 2020-07-01 137.26015994064700 2020-08-01 137.54120345114000 2020-09-01 138.99048241482700 2020-10-01 140.64032039518600 2020-11-01 140.52521631959400 2020-12-01 141.14320375692802 2021-01-01 141.79214059980600 2021-02-01 142.07921881322800 2021-03-01 142.22136510562999 2021-04-01 142.58234279926800 2021-05-01 143.19484409161700 2021-06-01 143.26960359582300 2021-07-01 144.78471617052000 2021-08-01 146.24141266961800 2021-09-01 147.23182377119198 2021-10-01 147.60650647035700 2021-11-01 148.39280206262900 2021-12-01 148.74925871077400 2022-01-01 148.52128729561600 2022-02-01 149.14312999568000 2022-03-01 149.19296349115200 2022-04-01 149.19740799355802 2022-05-01 148.98117172401100 2022-06-01 149.35598672333902 2022-07-01 149.86341358180000 2022-08-01 149.66794031555798 2022-09-01 149.39819122530800 2022-10-01 149.47956648813900 2022-11-01 149.28896648345700 2022-12-01 149.57934387999200 2023-01-01 150.78094640995600 2023-02-01 149.74748272096300 2023-03-01 150.42243408624300 2023-04-01 151.73829711180701 2023-05-01 151.07020699209102 2023-06-01 151.33295914378002 2023-07-01 149.23682096221900 2023-08-01 147.53994969503000 2023-09-01 148.08285503445998 2023-10-01 148.20437785898702 2023-11-01 147.77651326367200 2023-12-01 148.12405726985900 2024-01-01 147.98022343265600 2024-02-01 148.24936118278200