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 2024-10-01 |
| Last Updated | 2024-11-20 6:36 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 | 8.415730551523220 |
| 1990-02-01 | 8.378667454695640 |
| 1990-03-01 | 8.413882332207060 |
| 1990-04-01 | 8.753378565137040 |
| 1990-05-01 | 9.296893753276380 |
| 1990-06-01 | 9.209345525893570 |
| 1990-07-01 | 9.149550557840650 |
| 1990-08-01 | 9.237832747617310 |
| 1990-09-01 | 9.369152336930610 |
| 1990-10-01 | 9.279543137112730 |
| 1990-11-01 | 9.458093776573321 |
| 1990-12-01 | 9.306117896757598 |
| 1991-01-01 | 9.468179700116881 |
| 1991-02-01 | 9.551951811116359 |
| 1991-03-01 | 9.414613791704860 |
| 1991-04-01 | 9.368327519885440 |
| 1991-05-01 | 9.396041613544530 |
| 1991-06-01 | 9.440403541914430 |
| 1991-07-01 | 9.682882402642100 |
| 1991-08-01 | 9.584344810606920 |
| 1991-09-01 | 9.480096352618180 |
| 1991-10-01 | 9.584905659650438 |
| 1991-11-01 | 9.592538595552020 |
| 1991-12-01 | 9.492840696135900 |
| 1992-01-01 | 9.567134409167670 |
| 1992-02-01 | 9.530716290690600 |
| 1992-03-01 | 9.672446873165520 |
| 1992-04-01 | 9.788378578021069 |
| 1992-05-01 | 9.789516132487750 |
| 1992-06-01 | 9.878014504810880 |
| 1992-07-01 | 10.022594609671401 |
| 1992-08-01 | 9.964138328040360 |
| 1992-09-01 | 10.021245075946199 |
| 1992-10-01 | 10.095474999287699 |
| 1992-11-01 | 10.047106883705700 |
| 1992-12-01 | 10.271447125954700 |
| 1993-01-01 | 10.224533826223100 |
| 1993-02-01 | 10.394358013254100 |
| 1993-03-01 | 10.393800128834199 |
| 1993-04-01 | 10.514699494577100 |
| 1993-05-01 | 10.485639151306600 |
| 1993-06-01 | 10.428092891268400 |
| 1993-07-01 | 10.489528763176600 |
| 1993-08-01 | 10.539948838444600 |
| 1993-09-01 | 10.776411456673500 |
| 1993-10-01 | 10.711679161632802 |
| 1993-11-01 | 10.787408468304601 |
| 1993-12-01 | 10.832754555747900 |
| 1994-01-01 | 10.950018546851899 |
| 1994-02-01 | 10.908493727245200 |
| 1994-03-01 | 11.031553966481400 |
| 1994-04-01 | 11.029815930369000 |
| 1994-05-01 | 11.092500260342900 |
| 1994-06-01 | 11.179507766251099 |
| 1994-07-01 | 11.039634860151000 |
| 1994-08-01 | 11.084603384552400 |
| 1994-09-01 | 11.127990707672600 |
| 1994-10-01 | 11.318117755529200 |
| 1994-11-01 | 11.358802148528600 |
| 1994-12-01 | 11.075988952660700 |
| 1995-01-01 | 11.498710805716600 |
| 1995-02-01 | 11.608123750478100 |
| 1995-03-01 | 11.604452304014800 |
| 1995-04-01 | 11.678007161540300 |
| 1995-05-01 | 12.139258001636100 |
| 1995-06-01 | 11.885543109783699 |
| 1995-07-01 | 11.545044078276500 |
| 1995-08-01 | 11.978184820877700 |
| 1995-09-01 | 11.910716981327100 |
| 1995-10-01 | 11.790730907080700 |
| 1995-11-01 | 11.772702859365301 |
| 1995-12-01 | 11.608563953852501 |
| 1996-01-01 | 11.968608430916701 |
| 1996-02-01 | 12.086661306580801 |
| 1996-03-01 | 12.013475357859699 |
| 1996-04-01 | 11.972330665867698 |
| 1996-05-01 | 12.500040344823900 |
| 1996-06-01 | 11.989449165742400 |
| 1996-07-01 | 12.018464700819699 |
| 1996-08-01 | 11.903076275083300 |
| 1996-09-01 | 12.078704917253198 |
| 1996-10-01 | 11.896230910145599 |
| 1996-11-01 | 11.937108928176698 |
| 1996-12-01 | 11.691548710113300 |
| 1997-01-01 | 11.728345171443300 |
| 1997-02-01 | 11.603211603174000 |
| 1997-03-01 | 11.704883037625100 |
| 1997-04-01 | 11.677536213713500 |
| 1997-05-01 | 12.166402279769098 |
| 1997-06-01 | 11.459810094332301 |
| 1997-07-01 | 11.551009916728900 |
| 1997-08-01 | 11.522887793423600 |
| 1997-09-01 | 11.181203877213800 |
| 1997-10-01 | 11.374379004704599 |
| 1997-11-01 | 11.282402992603600 |
| 1997-12-01 | 11.216531316984000 |
| 1998-01-01 | 11.313160599563100 |
| 1998-02-01 | 11.317281387508800 |
| 1998-03-01 | 11.307578297570300 |
| 1998-04-01 | 11.273235050420102 |
| 1998-05-01 | 11.635246324523001 |
| 1998-06-01 | 11.825688232668801 |
| 1998-07-01 | 12.177233179311200 |
| 1998-08-01 | 12.126835385606100 |
| 1998-09-01 | 12.033816932513100 |
| 1998-10-01 | 12.217591744767900 |
| 1998-11-01 | 12.201451186163700 |
| 1998-12-01 | 12.275635431175301 |
| 1999-01-01 | 12.245241459536500 |
| 1999-02-01 | 12.410109164372000 |
| 1999-03-01 | 12.369195215552600 |
| 1999-04-01 | 12.454092281815400 |
| 1999-05-01 | 12.479733409591000 |
| 1999-06-01 | 12.617715812772000 |
| 1999-07-01 | 12.703768575437300 |
| 1999-08-01 | 12.647189358123800 |
| 1999-09-01 | 12.923388950926800 |
| 1999-10-01 | 13.511228666917800 |
| 1999-11-01 | 13.460660633829901 |
| 1999-12-01 | 13.414969758330901 |
| 2000-01-01 | 13.363069932383802 |
| 2000-02-01 | 13.326635506817501 |
| 2000-03-01 | 13.135000469098600 |
| 2000-04-01 | 13.715876174349301 |
| 2000-05-01 | 13.756550875372600 |
| 2000-06-01 | 13.719481984279199 |
| 2000-07-01 | 13.643236472815198 |
| 2000-08-01 | 13.767454347440902 |
| 2000-09-01 | 13.774832244935400 |
| 2000-10-01 | 13.742020007463200 |
| 2000-11-01 | 13.549567383545499 |
| 2000-12-01 | 13.683139508438302 |
| 2001-01-01 | 13.597578651574599 |
| 2001-02-01 | 13.534796211546500 |
| 2001-03-01 | 13.422312306692300 |
| 2001-04-01 | 13.135732895726600 |
| 2001-05-01 | 12.983401760649100 |
| 2001-06-01 | 12.988452600934200 |
| 2001-07-01 | 13.107555566781200 |
| 2001-08-01 | 13.021184790236800 |
| 2001-09-01 | 12.998015361051000 |
| 2001-10-01 | 12.888138145569801 |
| 2001-11-01 | 12.618277632991400 |
| 2001-12-01 | 12.751533191554898 |
| 2002-01-01 | 12.338617354481300 |
| 2002-02-01 | 12.212512913647302 |
| 2002-03-01 | 12.217364320609800 |
| 2002-04-01 | 11.658062064193802 |
| 2002-05-01 | 11.900017785841200 |
| 2002-06-01 | 12.096813708975100 |
| 2002-07-01 | 12.195161386966300 |
| 2002-08-01 | 12.099954783033900 |
| 2002-09-01 | 12.410195374214199 |
| 2002-10-01 | 11.764612999501100 |
| 2002-11-01 | 11.915277339665401 |
| 2002-12-01 | 11.603162858425600 |
| 2003-01-01 | 11.201155605096400 |
| 2003-02-01 | 10.908864321858001 |
| 2003-03-01 | 10.903713914909599 |
| 2003-04-01 | 10.822003163515700 |
| 2003-05-01 | 10.668620854026500 |
| 2003-06-01 | 10.475669290732599 |
| 2003-07-01 | 10.160009097670800 |
| 2003-08-01 | 10.099007503268900 |
| 2003-09-01 | 9.951699168056950 |
| 2003-10-01 | 9.871515395573220 |
| 2003-11-01 | 9.824943913738169 |
| 2003-12-01 | 9.600451504446779 |
| 2004-01-01 | 9.640954723504150 |
| 2004-02-01 | 9.592603615274609 |
| 2004-03-01 | 9.643994661671881 |
| 2004-04-01 | 9.617685562677530 |
| 2004-05-01 | 9.782144260689630 |
| 2004-06-01 | 9.743182331109830 |
| 2004-07-01 | 9.709723413710020 |
| 2004-08-01 | 9.783198115147620 |
| 2004-09-01 | 9.809966539229801 |
| 2004-10-01 | 9.846786461161301 |
| 2004-11-01 | 9.899134058088370 |
| 2004-12-01 | 10.037219068693400 |
| 2005-01-01 | 10.240685118947100 |
| 2005-02-01 | 10.088564438076500 |
| 2005-03-01 | 10.037990832029200 |
| 2005-04-01 | 10.108401313616800 |
| 2005-05-01 | 9.997251044896949 |
| 2005-06-01 | 9.997250162197009 |
| 2005-07-01 | 10.108921085314500 |
| 2005-08-01 | 9.994483986870279 |
| 2005-09-01 | 10.088594835394400 |
| 2005-10-01 | 10.099093319193901 |
| 2005-11-01 | 10.071322723855900 |
| 2005-12-01 | 9.878665032638980 |
| 2006-01-01 | 10.298899307978200 |
| 2006-02-01 | 10.060036065348800 |
| 2006-03-01 | 9.966229829108560 |
| 2006-04-01 | 9.869546774707539 |
| 2006-05-01 | 9.816757909984460 |
| 2006-06-01 | 9.822861195806930 |
| 2006-07-01 | 9.865727397374370 |
| 2006-08-01 | 9.942231186582472 |
| 2006-09-01 | 10.027839021724500 |
| 2006-10-01 | 10.028229302730700 |
| 2006-11-01 | 9.688869407962288 |
| 2006-12-01 | 10.182677559039900 |
| 2007-01-01 | 10.133798410609302 |
| 2007-02-01 | 10.097909526692100 |
| 2007-03-01 | 10.105802836996599 |
| 2007-04-01 | 9.990155728245530 |
| 2007-05-01 | 10.052459537120000 |
| 2007-06-01 | 9.944861401717300 |
| 2007-07-01 | 9.814834956271039 |
| 2007-08-01 | 9.747609963110930 |
| 2007-09-01 | 9.636192665705230 |
| 2007-10-01 | 9.724308480606710 |
| 2007-11-01 | 9.460625001670142 |
| 2007-12-01 | 9.731317007177750 |
| 2008-01-01 | 9.841583170316369 |
| 2008-02-01 | 9.827008680143930 |
| 2008-03-01 | 9.721224118432110 |
| 2008-04-01 | 9.745879940588301 |
| 2008-05-01 | 9.660082951264100 |
| 2008-06-01 | 9.633333522504751 |
| 2008-07-01 | 9.493343493989132 |
| 2008-08-01 | 9.302118778638690 |
| 2008-09-01 | 9.524821123760411 |
| 2008-10-01 | 9.411258341959911 |
| 2008-11-01 | 9.419752016134270 |
| 2008-12-01 | 9.307321378982461 |
| 2009-01-01 | 9.234154957858210 |
| 2009-02-01 | 9.156462781819481 |
| 2009-03-01 | 9.156330653709460 |
| 2009-04-01 | 9.156820110676462 |
| 2009-05-01 | 9.032159396699189 |
| 2009-06-01 | 8.987518643146630 |
| 2009-07-01 | 8.896973147066590 |
| 2009-08-01 | 8.848762945584019 |
| 2009-09-01 | 8.763025804382218 |
| 2009-10-01 | 9.499982102685990 |
| 2009-11-01 | 9.595731664557789 |
| 2009-12-01 | 9.494735052525892 |
| 2010-01-01 | 9.284996155369038 |
| 2010-02-01 | 9.185163710175120 |
| 2010-03-01 | 9.058986432282880 |
| 2010-04-01 | 8.962354053853460 |
| 2010-05-01 | 8.820236325846450 |
| 2010-06-01 | 8.776940066128990 |
| 2010-07-01 | 8.818125822126620 |
| 2010-08-01 | 8.694496990982230 |
| 2010-09-01 | 8.742327616254350 |
| 2010-10-01 | 8.708607522268510 |
| 2010-11-01 | 8.374397241817700 |
| 2010-12-01 | 8.697216515406050 |
| 2011-01-01 | 9.153588910253811 |
| 2011-02-01 | 9.053361257943369 |
| 2011-03-01 | 9.245733044301150 |
| 2011-04-01 | 9.248527782613890 |
| 2011-05-01 | 9.621191817816019 |
| 2011-06-01 | 9.609527609902699 |
| 2011-07-01 | 9.295236799124740 |
| 2011-08-01 | 9.269565739042038 |
| 2011-09-01 | 9.276076549728780 |
| 2011-10-01 | 9.315765881355180 |
| 2011-11-01 | 9.308754817548339 |
| 2011-12-01 | 9.263752409520590 |
| 2012-01-01 | 9.280339750954090 |
| 2012-02-01 | 9.346060326130760 |
| 2012-03-01 | 9.265633250287150 |
| 2012-04-01 | 9.372453725882972 |
| 2012-05-01 | 9.266291707172050 |
| 2012-06-01 | 9.283022039963278 |
| 2012-07-01 | 9.486359617666730 |
| 2012-08-01 | 9.508253602372410 |
| 2012-09-01 | 9.463299295716610 |
| 2012-10-01 | 9.618854880841890 |
| 2012-11-01 | 9.531359595858420 |
| 2012-12-01 | 9.582918453481200 |
| 2013-01-01 | 9.209308806485190 |
| 2013-02-01 | 9.378865306733260 |
| 2013-03-01 | 8.729550798090969 |
| 2013-04-01 | 9.609537434710859 |
| 2013-05-01 | 9.746745615283212 |
| 2013-06-01 | 9.787599723176461 |
| 2013-07-01 | 9.720944073003650 |
| 2013-08-01 | 9.679866730169310 |
| 2013-09-01 | 9.544597101802381 |
| 2013-10-01 | 9.310770003850230 |
| 2013-11-01 | 9.005820554780430 |
| 2013-12-01 | 9.157144198397290 |
| 2014-01-01 | 9.326997571090590 |
| 2014-02-01 | 9.375638277695550 |
| 2014-03-01 | 9.364924869230450 |
| 2014-04-01 | 9.200219706968110 |
| 2014-05-01 | 9.225948829937150 |
| 2014-06-01 | 9.135903430576170 |
| 2014-07-01 | 9.113481556532540 |
| 2014-08-01 | 9.267466923177368 |
| 2014-09-01 | 9.405854950257302 |
| 2014-10-01 | 9.276665697209390 |
| 2014-11-01 | 9.176139114337301 |
| 2014-12-01 | 9.412899300467320 |
| 2015-01-01 | 9.358761510473819 |
| 2015-02-01 | 9.313301569923580 |
| 2015-03-01 | 9.293019522334050 |
| 2015-04-01 | 9.235006888793280 |
| 2015-05-01 | 9.234572361621140 |
| 2015-06-01 | 9.212319941406600 |
| 2015-07-01 | 9.220515401214199 |
| 2015-08-01 | 9.081290623285370 |
| 2015-09-01 | 9.181547615312890 |
| 2015-10-01 | 9.336194318083890 |
| 2015-11-01 | 9.411393107635570 |
| 2015-12-01 | 9.484841928248910 |
| 2016-01-01 | 9.415096886004100 |
| 2016-02-01 | 9.538663930236400 |
| 2016-03-01 | 9.516331484130080 |
| 2016-04-01 | 9.621550050030950 |
| 2016-05-01 | 9.567955922302929 |
| 2016-06-01 | 9.712163732050609 |
| 2016-07-01 | 9.599398379162439 |
| 2016-08-01 | 9.610651411012410 |
| 2016-09-01 | 9.696208304169490 |
| 2016-10-01 | 9.707025955156730 |
| 2016-11-01 | 9.658583121765039 |
| 2016-12-01 | 9.589018121874501 |
| 2017-01-01 | 9.748532750728490 |
| 2017-02-01 | 9.702784432286270 |
| 2017-03-01 | 9.751850566344930 |
| 2017-04-01 | 9.746601333239590 |
| 2017-05-01 | 9.768325794186449 |
| 2017-06-01 | 9.678459022709700 |
| 2017-07-01 | 9.722635508664009 |
| 2017-08-01 | 9.795769721169330 |
| 2017-09-01 | 9.661749524505540 |
| 2017-10-01 | 9.470513248814040 |
| 2017-11-01 | 9.631844658170170 |
| 2017-12-01 | 9.592175799683700 |
| 2018-01-01 | 9.431355949410788 |
| 2018-02-01 | 9.413564448048700 |
| 2018-03-01 | 9.454965573506540 |
| 2018-04-01 | 9.607482607301590 |
| 2018-05-01 | 9.422056859679142 |
| 2018-06-01 | 9.402198223567530 |
| 2018-07-01 | 9.523955408461351 |
| 2018-08-01 | 9.331459362772190 |
| 2018-09-01 | 9.292147860855290 |
| 2018-10-01 | 9.349482183795080 |
| 2018-11-01 | 9.464669530099949 |
| 2018-12-01 | 9.419202624784900 |
| 2019-01-01 | 9.561445113285710 |
| 2019-02-01 | 9.650253089544501 |
| 2019-03-01 | 9.621008388785780 |
| 2019-04-01 | 9.481496932229920 |
| 2019-05-01 | 9.370174360807010 |
| 2019-06-01 | 9.331467293892050 |
| 2019-07-01 | 9.251801548618010 |
| 2019-08-01 | 9.175222778408891 |
| 2019-09-01 | 9.340626473626210 |
| 2019-10-01 | 9.321898165240530 |
| 2019-11-01 | 9.231759576976760 |
| 2019-12-01 | 9.330701347515350 |
| 2020-01-01 | 9.219076708101000 |
| 2020-02-01 | 9.138437406209580 |
| 2020-03-01 | 9.243357484093750 |
| 2020-04-01 | 7.916623978093951 |
| 2020-05-01 | 8.470310302820451 |
| 2020-06-01 | 8.744699370563020 |
| 2020-07-01 | 9.202714136417839 |
| 2020-08-01 | 9.003629642823250 |
| 2020-09-01 | 8.999430340139780 |
| 2020-10-01 | 9.015825815856450 |
| 2020-11-01 | 8.998797283748448 |
| 2020-12-01 | 9.162516262470550 |
| 2021-01-01 | 9.340401417959061 |
| 2021-02-01 | 9.428293126505240 |
| 2021-03-01 | 9.467302940444410 |
| 2021-04-01 | 9.446225513517360 |
| 2021-05-01 | 9.960507049188110 |
| 2021-06-01 | 9.550116014604740 |
| 2021-07-01 | 9.592480846919269 |
| 2021-08-01 | 9.579249716470330 |
| 2021-09-01 | 9.601833444457961 |
| 2021-10-01 | 9.729522757450310 |
| 2021-11-01 | 9.639970165990519 |
| 2021-12-01 | 9.660184945856460 |
| 2022-01-01 | 9.871656868956980 |
| 2022-02-01 | 10.031913488404900 |
| 2022-03-01 | 9.974067800123280 |
| 2022-04-01 | 10.125783552724500 |
| 2022-05-01 | 10.114445368066100 |
| 2022-06-01 | 10.264613460675198 |
| 2022-07-01 | 9.972222795738240 |
| 2022-08-01 | 9.949272847912038 |
| 2022-09-01 | 9.897616796032642 |
| 2022-10-01 | 9.843435705491730 |
| 2022-11-01 | 9.925337692878731 |
| 2022-12-01 | 10.041323701698200 |
| 2023-01-01 | 10.012540834385600 |
| 2023-02-01 | 9.993773081166019 |
| 2023-03-01 | 10.165477565616000 |
| 2023-04-01 | 10.166205615082700 |
| 2023-05-01 | 9.800119870605830 |
| 2023-06-01 | 9.758165580282050 |
| 2023-07-01 | 9.738160896822130 |
| 2023-08-01 | 9.723474994037890 |
| 2023-09-01 | 9.757468604603678 |
| 2023-10-01 | 9.711900126703009 |
| 2023-11-01 | 9.679695441854909 |
| 2023-12-01 | 9.517314618386970 |
| 2024-01-01 | 9.372211345931131 |
| 2024-02-01 | 9.304586556807610 |
| 2024-03-01 | 9.337897254973740 |
| 2024-04-01 | 9.354740315585051 |
| 2024-05-01 | 9.583602102130310 |
| 2024-06-01 | 9.640478819383490 |
| 2024-07-01 | 9.703363672984480 |
| 2024-08-01 | 9.693673092198820 |
| 2024-09-01 | 9.633524553998368 |
| 2024-10-01 | 9.600974775446630 |
