Table Data - All Employees: Professional and Business Services: Accounting, Tax Preparation, Bookkeeping, and Payroll Services in Warren-Troy-Farmington Hills, MI (MD)
| Title | All Employees: Professional and Business Services: Accounting, Tax Preparation, Bookkeeping, and Payroll Services in Warren-Troy-Farmington Hills, MI (MD) |
|---|---|
| Series ID | SMU26476646054120001SA |
| 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 6:56 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 | 8.415730551523000 |
| 1990-02-01 | 8.378667454695760 |
| 1990-03-01 | 8.413882332206980 |
| 1990-04-01 | 8.753378565137030 |
| 1990-05-01 | 9.296893753276410 |
| 1990-06-01 | 9.209345525893130 |
| 1990-07-01 | 9.149550557840609 |
| 1990-08-01 | 9.237832747617231 |
| 1990-09-01 | 9.369152336930490 |
| 1990-10-01 | 9.279543137112640 |
| 1990-11-01 | 9.458093776573339 |
| 1990-12-01 | 9.306117896758310 |
| 1991-01-01 | 9.468179700116930 |
| 1991-02-01 | 9.551951811116690 |
| 1991-03-01 | 9.414613791704950 |
| 1991-04-01 | 9.368327519885419 |
| 1991-05-01 | 9.396041613544359 |
| 1991-06-01 | 9.440403541913820 |
| 1991-07-01 | 9.682882402641669 |
| 1991-08-01 | 9.584344810606519 |
| 1991-09-01 | 9.480096352617890 |
| 1991-10-01 | 9.584905659650358 |
| 1991-11-01 | 9.592538595552270 |
| 1991-12-01 | 9.492840696136780 |
| 1992-01-01 | 9.567134409168359 |
| 1992-02-01 | 9.530716290691430 |
| 1992-03-01 | 9.672446873165999 |
| 1992-04-01 | 9.788378578021000 |
| 1992-05-01 | 9.789516132487071 |
| 1992-06-01 | 9.878014504809600 |
| 1992-07-01 | 10.022594609670000 |
| 1992-08-01 | 9.964138328039280 |
| 1992-09-01 | 10.021245075945599 |
| 1992-10-01 | 10.095474999287699 |
| 1992-11-01 | 10.047106883706400 |
| 1992-12-01 | 10.271447125959500 |
| 1993-01-01 | 10.224533826224600 |
| 1993-02-01 | 10.394358013255800 |
| 1993-03-01 | 10.393800128834801 |
| 1993-04-01 | 10.514699494576700 |
| 1993-05-01 | 10.485639151299301 |
| 1993-06-01 | 10.428092891269600 |
| 1993-07-01 | 10.489528763163800 |
| 1993-08-01 | 10.539948838446600 |
| 1993-09-01 | 10.776411456673400 |
| 1993-10-01 | 10.711679161631901 |
| 1993-11-01 | 10.787408468304800 |
| 1993-12-01 | 10.832754555751700 |
| 1994-01-01 | 10.950018546866698 |
| 1994-02-01 | 10.908493727269300 |
| 1994-03-01 | 11.031553966500500 |
| 1994-04-01 | 11.029815930371802 |
| 1994-05-01 | 11.092500260318400 |
| 1994-06-01 | 11.179507766220300 |
| 1994-07-01 | 11.039634860081902 |
| 1994-08-01 | 11.084603384517902 |
| 1994-09-01 | 11.127990707647800 |
| 1994-10-01 | 11.318117755526900 |
| 1994-11-01 | 11.358802148565000 |
| 1994-12-01 | 11.075988952741499 |
| 1995-01-01 | 11.498710805872500 |
| 1995-02-01 | 11.608123750667300 |
| 1995-03-01 | 11.604452304138201 |
| 1995-04-01 | 11.678007161491198 |
| 1995-05-01 | 12.139258001385901 |
| 1995-06-01 | 11.885543109303200 |
| 1995-07-01 | 11.545044077726200 |
| 1995-08-01 | 11.978184820539800 |
| 1995-09-01 | 11.910716981731902 |
| 1995-10-01 | 11.790730907402900 |
| 1995-11-01 | 11.772702859900999 |
| 1995-12-01 | 11.608563954389000 |
| 1996-01-01 | 11.968608431420698 |
| 1996-02-01 | 12.086661306903400 |
| 1996-03-01 | 12.013475357843301 |
| 1996-04-01 | 11.972330665361600 |
| 1996-05-01 | 12.500040344113800 |
| 1996-06-01 | 11.989449164851400 |
| 1996-07-01 | 12.018464697887199 |
| 1996-08-01 | 11.903076275430400 |
| 1996-09-01 | 12.078704919389100 |
| 1996-10-01 | 11.896230912000199 |
| 1996-11-01 | 11.937108929604301 |
| 1996-12-01 | 11.691548710370100 |
| 1997-01-01 | 11.728345170595000 |
| 1997-02-01 | 11.603211601668198 |
| 1997-03-01 | 11.704883036246299 |
| 1997-04-01 | 11.677536212945002 |
| 1997-05-01 | 12.166402280089500 |
| 1997-06-01 | 11.459810096067800 |
| 1997-07-01 | 11.551009915359100 |
| 1997-08-01 | 11.522887796260700 |
| 1997-09-01 | 11.181203879025500 |
| 1997-10-01 | 11.374379006833001 |
| 1997-11-01 | 11.282403001485200 |
| 1997-12-01 | 11.216531305914499 |
| 1998-01-01 | 11.313160589220200 |
| 1998-02-01 | 11.317281381930401 |
| 1998-03-01 | 11.307578293250700 |
| 1998-04-01 | 11.273235060387599 |
| 1998-05-01 | 11.635246339035401 |
| 1998-06-01 | 11.825688248744900 |
| 1998-07-01 | 12.177233183455900 |
| 1998-08-01 | 12.126835382574100 |
| 1998-09-01 | 12.033816914431100 |
| 1998-10-01 | 12.217591727699000 |
| 1998-11-01 | 12.201451190956900 |
| 1998-12-01 | 12.275635406611600 |
| 1999-01-01 | 12.245241450601402 |
| 1999-02-01 | 12.410109171157100 |
| 1999-03-01 | 12.369195217839101 |
| 1999-04-01 | 12.454092299111400 |
| 1999-05-01 | 12.479733532428600 |
| 1999-06-01 | 12.617715809910700 |
| 1999-07-01 | 12.703768553078598 |
| 1999-08-01 | 12.647189309092500 |
| 1999-09-01 | 12.923388882606700 |
| 1999-10-01 | 13.511228628013900 |
| 1999-11-01 | 13.460660679796500 |
| 1999-12-01 | 13.414969509623000 |
| 2000-01-01 | 13.363070035794400 |
| 2000-02-01 | 13.326635636614200 |
| 2000-03-01 | 13.135000556580200 |
| 2000-04-01 | 13.715876230541198 |
| 2000-05-01 | 13.756551198530200 |
| 2000-06-01 | 13.719481915977301 |
| 2000-07-01 | 13.643236337568000 |
| 2000-08-01 | 13.767454101533500 |
| 2000-09-01 | 13.774832091291499 |
| 2000-10-01 | 13.742019762760998 |
| 2000-11-01 | 13.549567447530400 |
| 2000-12-01 | 13.683138760055700 |
| 2001-01-01 | 13.597579132215800 |
| 2001-02-01 | 13.534797499604100 |
| 2001-03-01 | 13.422312100937800 |
| 2001-04-01 | 13.135732656182200 |
| 2001-05-01 | 12.983402044375100 |
| 2001-06-01 | 12.988452457360600 |
| 2001-07-01 | 13.107555458411902 |
| 2001-08-01 | 13.021184596529501 |
| 2001-09-01 | 12.998015313200400 |
| 2001-10-01 | 12.888137735816601 |
| 2001-11-01 | 12.618277568819700 |
| 2001-12-01 | 12.751531799221900 |
| 2002-01-01 | 12.338617872184500 |
| 2002-02-01 | 12.212514912294300 |
| 2002-03-01 | 12.217363774670599 |
| 2002-04-01 | 11.658061654662001 |
| 2002-05-01 | 11.900018029869800 |
| 2002-06-01 | 12.096814007659700 |
| 2002-07-01 | 12.195161931230700 |
| 2002-08-01 | 12.099955193569100 |
| 2002-09-01 | 12.410195660048402 |
| 2002-10-01 | 11.764612064545100 |
| 2002-11-01 | 11.915276085220402 |
| 2002-12-01 | 11.603159990570700 |
| 2003-01-01 | 11.201158036743000 |
| 2003-02-01 | 10.908865758233098 |
| 2003-03-01 | 10.903712557300999 |
| 2003-04-01 | 10.822002457046700 |
| 2003-05-01 | 10.668620795639500 |
| 2003-06-01 | 10.475670003094600 |
| 2003-07-01 | 10.160010648481400 |
| 2003-08-01 | 10.099009326330698 |
| 2003-09-01 | 9.951701186053080 |
| 2003-10-01 | 9.871516811294070 |
| 2003-11-01 | 9.824945126597340 |
| 2003-12-01 | 9.600437071866960 |
| 2004-01-01 | 9.640959305530820 |
| 2004-02-01 | 9.592604100133490 |
| 2004-03-01 | 9.643994744540870 |
| 2004-04-01 | 9.617685731436948 |
| 2004-05-01 | 9.782144372261449 |
| 2004-06-01 | 9.743183296814700 |
| 2004-07-01 | 9.709725705793320 |
| 2004-08-01 | 9.783201424585680 |
| 2004-09-01 | 9.809971116168448 |
| 2004-10-01 | 9.846791642071650 |
| 2004-11-01 | 9.899140623300490 |
| 2004-12-01 | 10.037184273272300 |
| 2005-01-01 | 10.240693471994800 |
| 2005-02-01 | 10.088564214929699 |
| 2005-03-01 | 10.037991778235300 |
| 2005-04-01 | 10.108402201400600 |
| 2005-05-01 | 9.997251693190600 |
| 2005-06-01 | 9.997251749927369 |
| 2005-07-01 | 10.108924863752100 |
| 2005-08-01 | 9.994489052979140 |
| 2005-09-01 | 10.088600935897599 |
| 2005-10-01 | 10.099099738612200 |
| 2005-11-01 | 10.071355208990001 |
| 2005-12-01 | 9.878607172884050 |
| 2006-01-01 | 10.298899860566400 |
| 2006-02-01 | 10.060032173297300 |
| 2006-03-01 | 9.966229510176950 |
| 2006-04-01 | 9.869547420722510 |
| 2006-05-01 | 9.816760359444231 |
| 2006-06-01 | 9.822866053184000 |
| 2006-07-01 | 9.865737259605020 |
| 2006-08-01 | 9.942243063799270 |
| 2006-09-01 | 10.027846210310000 |
| 2006-10-01 | 10.028232841058800 |
| 2006-11-01 | 9.688918303003540 |
| 2006-12-01 | 10.182614345061301 |
| 2007-01-01 | 10.133784828532600 |
| 2007-02-01 | 10.097895670008900 |
| 2007-03-01 | 10.105792063674500 |
| 2007-04-01 | 9.990150543037350 |
| 2007-05-01 | 10.052461738797800 |
| 2007-06-01 | 9.944871200264620 |
| 2007-07-01 | 9.814860120630302 |
| 2007-08-01 | 9.747647552631001 |
| 2007-09-01 | 9.636232525694850 |
| 2007-10-01 | 9.724252264395831 |
| 2007-11-01 | 9.460720687374960 |
| 2007-12-01 | 9.731244081530159 |
| 2008-01-01 | 9.841542529077449 |
| 2008-02-01 | 9.826980539978760 |
| 2008-03-01 | 9.721205007821789 |
| 2008-04-01 | 9.745871432223801 |
| 2008-05-01 | 9.660087379712250 |
| 2008-06-01 | 9.633351391617651 |
| 2008-07-01 | 9.493385352391370 |
| 2008-08-01 | 9.302181984444420 |
| 2008-09-01 | 9.524897142530119 |
| 2008-10-01 | 9.411151460006911 |
| 2008-11-01 | 9.419861683819970 |
| 2008-12-01 | 9.307246062900820 |
| 2009-01-01 | 9.234102321554510 |
| 2009-02-01 | 9.156427062761090 |
| 2009-03-01 | 9.156308181125409 |
| 2009-04-01 | 9.156811954752131 |
| 2009-05-01 | 9.032162380931270 |
| 2009-06-01 | 8.987538006456640 |
| 2009-07-01 | 8.897022736631260 |
| 2009-08-01 | 8.848840818374820 |
| 2009-09-01 | 8.763127825145800 |
| 2009-10-01 | 9.499822414607650 |
| 2009-11-01 | 9.595862244179820 |
| 2009-12-01 | 9.494644769994610 |
| 2010-01-01 | 9.284935718371870 |
| 2010-02-01 | 9.185127143176619 |
| 2010-03-01 | 9.058970819799939 |
| 2010-04-01 | 8.962353609738390 |
| 2010-05-01 | 8.820241554498050 |
| 2010-06-01 | 8.776959764020100 |
| 2010-07-01 | 8.818169569549050 |
| 2010-08-01 | 8.694556267225371 |
| 2010-09-01 | 8.742401329069890 |
| 2010-10-01 | 8.708512126229880 |
| 2010-11-01 | 8.374466744620829 |
| 2010-12-01 | 8.697157733356390 |
| 2011-01-01 | 9.153545002429480 |
| 2011-02-01 | 9.053332359066811 |
| 2011-03-01 | 9.245723233644430 |
| 2011-04-01 | 9.248531375267160 |
| 2011-05-01 | 9.621193537274449 |
| 2011-06-01 | 9.609540540280829 |
| 2011-07-01 | 9.295269104088070 |
| 2011-08-01 | 9.269603836124160 |
| 2011-09-01 | 9.276120604155220 |
| 2011-10-01 | 9.315716598001340 |
| 2011-11-01 | 9.308794670223940 |
| 2011-12-01 | 9.263716837607241 |
| 2012-01-01 | 9.280312388741939 |
| 2012-02-01 | 9.346040639782210 |
| 2012-03-01 | 9.265629346714620 |
| 2012-04-01 | 9.372458198316270 |
| 2012-05-01 | 9.266293467308320 |
| 2012-06-01 | 9.283029120389381 |
| 2012-07-01 | 9.486375608461099 |
| 2012-08-01 | 9.508266904450430 |
| 2012-09-01 | 9.463308014020950 |
| 2012-10-01 | 9.618857961725599 |
| 2012-11-01 | 9.531361754887142 |
| 2012-12-01 | 9.582910428564260 |
| 2013-01-01 | 9.209298275530289 |
| 2013-02-01 | 9.378853745604050 |
| 2013-03-01 | 8.729549094409410 |
| 2013-04-01 | 9.609539345395430 |
| 2013-05-01 | 9.746745359605810 |
| 2013-06-01 | 9.787601416950770 |
| 2013-07-01 | 9.720950243049070 |
| 2013-08-01 | 9.679873744542850 |
| 2013-09-01 | 9.544601033332260 |
| 2013-10-01 | 9.310772779969110 |
| 2013-11-01 | 9.005819621215151 |
| 2013-12-01 | 9.157140566799300 |
| 2014-01-01 | 9.326994419882519 |
| 2014-02-01 | 9.375633839845849 |
| 2014-03-01 | 9.364924824590991 |
| 2014-04-01 | 9.200220044975900 |
| 2014-05-01 | 9.225949093187500 |
| 2014-06-01 | 9.135903559907930 |
| 2014-07-01 | 9.113481388573960 |
| 2014-08-01 | 9.267470263166520 |
| 2014-09-01 | 9.405855139940080 |
| 2014-10-01 | 9.276667078078288 |
| 2014-11-01 | 9.176138808243552 |
| 2014-12-01 | 9.412899545643930 |
| 2015-01-01 | 9.358762887426180 |
| 2015-02-01 | 9.313301324534920 |
| 2015-03-01 | 9.293019854950051 |
| 2015-04-01 | 9.235006269576960 |
| 2015-05-01 | 9.234570924562949 |
| 2015-06-01 | 9.212317773293430 |
| 2015-07-01 | 9.220513077070770 |
| 2015-08-01 | 9.081293603464971 |
| 2015-09-01 | 9.181545194071030 |
| 2015-10-01 | 9.336180073099260 |
| 2015-11-01 | 9.411396146032360 |
| 2015-12-01 | 9.484847934265540 |
| 2016-01-01 | 9.415108470089130 |
| 2016-02-01 | 9.538679127397520 |
| 2016-03-01 | 9.516347736009712 |
| 2016-04-01 | 9.621508082895830 |
| 2016-05-01 | 9.567971811020920 |
| 2016-06-01 | 9.712177195481950 |
| 2016-07-01 | 9.599358054675080 |
| 2016-08-01 | 9.610659867077370 |
| 2016-09-01 | 9.696207016218170 |
| 2016-10-01 | 9.706992944280700 |
| 2016-11-01 | 9.658584425331881 |
| 2016-12-01 | 9.589027846993220 |
| 2017-01-01 | 9.748555635713100 |
| 2017-02-01 | 9.702820052737680 |
| 2017-03-01 | 9.751893736868801 |
| 2017-04-01 | 9.746526500874749 |
| 2017-05-01 | 9.768366004048769 |
| 2017-06-01 | 9.678488600211300 |
| 2017-07-01 | 9.722553995433330 |
| 2017-08-01 | 9.795778260632530 |
| 2017-09-01 | 9.661740388331330 |
| 2017-10-01 | 9.470452949782409 |
| 2017-11-01 | 9.631828762322660 |
| 2017-12-01 | 9.592159465151019 |
| 2018-01-01 | 9.431346702818160 |
| 2018-02-01 | 9.413691563681839 |
| 2018-03-01 | 9.455130277786100 |
| 2018-04-01 | 9.607338254663462 |
| 2018-05-01 | 9.422085828493960 |
| 2018-06-01 | 9.402237437468699 |
| 2018-07-01 | 9.523821477188000 |
| 2018-08-01 | 9.331446371997690 |
| 2018-09-01 | 9.292127928189750 |
| 2018-10-01 | 9.349437102034890 |
| 2018-11-01 | 9.464639550841010 |
| 2018-12-01 | 9.419172844970811 |
| 2019-01-01 | 9.561398237678700 |
| 2019-02-01 | 9.650442100224790 |
| 2019-03-01 | 9.621236471856381 |
| 2019-04-01 | 9.481318911880050 |
| 2019-05-01 | 9.370321543205530 |
| 2019-06-01 | 9.331442862291080 |
| 2019-07-01 | 9.251654192401460 |
| 2019-08-01 | 9.175152419217820 |
| 2019-09-01 | 9.340557395597779 |
| 2019-10-01 | 9.321813033499570 |
| 2019-11-01 | 9.231639025177632 |
| 2019-12-01 | 9.331042351310530 |
| 2020-01-01 | 9.218866626228381 |
| 2020-02-01 | 9.138564381968619 |
| 2020-03-01 | 9.243572026195200 |
| 2020-04-01 | 7.916459557775810 |
| 2020-05-01 | 8.470614981797310 |
| 2020-06-01 | 8.744919004600920 |
| 2020-07-01 | 9.202559351426070 |
| 2020-08-01 | 9.003401277232241 |
| 2020-09-01 | 8.999135068670881 |
| 2020-10-01 | 9.015507209406240 |
| 2020-11-01 | 8.998416637885470 |
| 2020-12-01 | 9.163155185191860 |
| 2021-01-01 | 9.340151245169169 |
| 2021-02-01 | 9.428463831921249 |
| 2021-03-01 | 9.467255563459391 |
| 2021-04-01 | 9.446261570653020 |
| 2021-05-01 | 9.961766692707391 |
| 2021-06-01 | 9.551072390838598 |
| 2021-07-01 | 9.592440557646970 |
| 2021-08-01 | 9.578588324404269 |
| 2021-09-01 | 9.600694539447721 |
| 2021-10-01 | 9.728215341056920 |
| 2021-11-01 | 9.638748158105509 |
| 2021-12-01 | 9.660909809586430 |
| 2022-01-01 | 9.871408103382091 |
| 2022-02-01 | 10.032474778233100 |
| 2022-03-01 | 9.974205812591170 |
| 2022-04-01 | 10.126335226308500 |
| 2022-05-01 | 10.117199316544700 |
| 2022-06-01 | 10.267366858294500 |
| 2022-07-01 | 9.973323064713690 |
| 2022-08-01 | 9.949352688959580 |
| 2022-09-01 | 9.896753436352680 |
| 2022-10-01 | 9.830154452100480 |
| 2022-11-01 | 9.926283649395450 |
| 2022-12-01 | 10.043154348233000 |
| 2023-01-01 | 10.013491020524300 |
| 2023-02-01 | 9.995318855634040 |
| 2023-03-01 | 10.166237245656400 |
| 2023-04-01 | 10.167500130350199 |
| 2023-05-01 | 9.804484772373310 |
| 2023-06-01 | 9.762352652719950 |
| 2023-07-01 | 9.741019624315920 |
| 2023-08-01 | 9.725503025025520 |
| 2023-09-01 | 9.758620283328948 |
| 2023-10-01 | 9.682126832636510 |
| 2023-11-01 | 9.680823851406380 |
| 2023-12-01 | 9.521049634882140 |
| 2024-01-01 | 9.374717717729679 |
| 2024-02-01 | 9.307156165858730 |
| 2024-03-01 | 9.339959449323539 |
| 2024-04-01 | 9.356778807564520 |
| 2024-05-01 | 9.588812670422800 |
| 2024-06-01 | 9.645440599491181 |
| 2024-07-01 | 9.707953540220670 |
| 2024-08-01 | 9.698404942063151 |
| 2024-09-01 | 9.637977520320550 |
| 2024-10-01 | 9.653178067822910 |
| 2024-11-01 | 9.565085610479130 |
