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 2025-12-01 |
| Last Updated | 2026-01-28 2:47 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 | 8.41573055152345 |
| 1990-02-01 | 8.37866745469549 |
| 1990-03-01 | 8.41388233220716 |
| 1990-04-01 | 8.75337856513706 |
| 1990-05-01 | 9.29689375327631 |
| 1990-06-01 | 9.20934552589398 |
| 1990-07-01 | 9.14955055784054 |
| 1990-08-01 | 9.23783274761725 |
| 1990-09-01 | 9.36915233693062 |
| 1990-10-01 | 9.27954313711280 |
| 1990-11-01 | 9.45809377657342 |
| 1990-12-01 | 9.30611789675712 |
| 1991-01-01 | 9.46817970011704 |
| 1991-02-01 | 9.55195181111621 |
| 1991-03-01 | 9.41461379170488 |
| 1991-04-01 | 9.36832751988543 |
| 1991-05-01 | 9.39604161354452 |
| 1991-06-01 | 9.44040354191476 |
| 1991-07-01 | 9.68288240264210 |
| 1991-08-01 | 9.58434481060696 |
| 1991-09-01 | 9.48009635261827 |
| 1991-10-01 | 9.58490565965055 |
| 1991-11-01 | 9.59253859555210 |
| 1991-12-01 | 9.49284069613555 |
| 1992-01-01 | 9.56713440916761 |
| 1992-02-01 | 9.53071629069032 |
| 1992-03-01 | 9.67244687316532 |
| 1992-04-01 | 9.78837857802097 |
| 1992-05-01 | 9.78951613248787 |
| 1992-06-01 | 9.87801450481133 |
| 1992-07-01 | 10.02259460967180 |
| 1992-08-01 | 9.96413832804074 |
| 1992-09-01 | 10.02124507594640 |
| 1992-10-01 | 10.09547499928750 |
| 1992-11-01 | 10.04710688370530 |
| 1992-12-01 | 10.27144712595440 |
| 1993-01-01 | 10.22453382622220 |
| 1993-02-01 | 10.39435801325320 |
| 1993-03-01 | 10.39380012883390 |
| 1993-04-01 | 10.51469949457760 |
| 1993-05-01 | 10.48563915130790 |
| 1993-06-01 | 10.42809289126940 |
| 1993-07-01 | 10.48952876318360 |
| 1993-08-01 | 10.53994883844420 |
| 1993-09-01 | 10.77641145667170 |
| 1993-10-01 | 10.71167916162910 |
| 1993-11-01 | 10.78740846829910 |
| 1993-12-01 | 10.83275455574440 |
| 1994-01-01 | 10.95001854684710 |
| 1994-02-01 | 10.90849372724300 |
| 1994-03-01 | 11.03155396648390 |
| 1994-04-01 | 11.02981593037590 |
| 1994-05-01 | 11.09250026035260 |
| 1994-06-01 | 11.17950776625980 |
| 1994-07-01 | 11.03963486016950 |
| 1994-08-01 | 11.08460338455150 |
| 1994-09-01 | 11.12799070766590 |
| 1994-10-01 | 11.31811775551450 |
| 1994-11-01 | 11.35880214850600 |
| 1994-12-01 | 11.07598895263870 |
| 1995-01-01 | 11.49871080569010 |
| 1995-02-01 | 11.60812375045890 |
| 1995-03-01 | 11.60445230401580 |
| 1995-04-01 | 11.67800716156830 |
| 1995-05-01 | 12.13925800170210 |
| 1995-06-01 | 11.88554310985790 |
| 1995-07-01 | 11.54504407836610 |
| 1995-08-01 | 11.97818482091840 |
| 1995-09-01 | 11.91071698121070 |
| 1995-10-01 | 11.79073090702510 |
| 1995-11-01 | 11.77270285926920 |
| 1995-12-01 | 11.60856395375240 |
| 1996-01-01 | 11.96860843081500 |
| 1996-02-01 | 12.08666130650360 |
| 1996-03-01 | 12.01347535783180 |
| 1996-04-01 | 11.97233066617750 |
| 1996-05-01 | 12.50004034494580 |
| 1996-06-01 | 11.98944916588610 |
| 1996-07-01 | 12.01846470115820 |
| 1996-08-01 | 11.90307627510830 |
| 1996-09-01 | 12.07870491691820 |
| 1996-10-01 | 11.89623090992560 |
| 1996-11-01 | 11.93710892791850 |
| 1996-12-01 | 11.69154870991330 |
| 1997-01-01 | 11.72834517132990 |
| 1997-02-01 | 11.60321160314770 |
| 1997-03-01 | 11.70488303764980 |
| 1997-04-01 | 11.67753621429670 |
| 1997-05-01 | 12.16640227990490 |
| 1997-06-01 | 11.45981009444540 |
| 1997-07-01 | 11.55100991717820 |
| 1997-08-01 | 11.52288779349860 |
| 1997-09-01 | 11.18120387706600 |
| 1997-10-01 | 11.37437900452810 |
| 1997-11-01 | 11.28240299045960 |
| 1997-12-01 | 11.21653131759510 |
| 1998-01-01 | 11.31316060005610 |
| 1998-02-01 | 11.31728138773210 |
| 1998-03-01 | 11.30757829754860 |
| 1998-04-01 | 11.27323505076890 |
| 1998-05-01 | 11.63524632413730 |
| 1998-06-01 | 11.82568823241870 |
| 1998-07-01 | 12.17723318002560 |
| 1998-08-01 | 12.12683538640360 |
| 1998-09-01 | 12.03381693372290 |
| 1998-10-01 | 12.21759174535510 |
| 1998-11-01 | 12.20145118201800 |
| 1998-12-01 | 12.27563543216390 |
| 1999-01-01 | 12.24524145966950 |
| 1999-02-01 | 12.41010916382890 |
| 1999-03-01 | 12.36919521507560 |
| 1999-04-01 | 12.45409228205050 |
| 1999-05-01 | 12.47973340513240 |
| 1999-06-01 | 12.61771581463320 |
| 1999-07-01 | 12.70376857861960 |
| 1999-08-01 | 12.64718936214770 |
| 1999-09-01 | 12.92338895500410 |
| 1999-10-01 | 13.51122866758920 |
| 1999-11-01 | 13.46066062356400 |
| 1999-12-01 | 13.41496977144660 |
| 2000-01-01 | 13.36306992506560 |
| 2000-02-01 | 13.32663549874020 |
| 2000-03-01 | 13.13500046326480 |
| 2000-04-01 | 13.71587617253420 |
| 2000-05-01 | 13.75655086480160 |
| 2000-06-01 | 13.71948199103740 |
| 2000-07-01 | 13.64323648440590 |
| 2000-08-01 | 13.76745436555010 |
| 2000-09-01 | 13.77483225777050 |
| 2000-10-01 | 13.74202002325850 |
| 2000-11-01 | 13.54956735291260 |
| 2000-12-01 | 13.68313955287960 |
| 2001-01-01 | 13.59757861074540 |
| 2001-02-01 | 13.53479614805490 |
| 2001-03-01 | 13.42231231627830 |
| 2001-04-01 | 13.13573290946110 |
| 2001-05-01 | 12.98340175605960 |
| 2001-06-01 | 12.98845261395560 |
| 2001-07-01 | 13.10755558162460 |
| 2001-08-01 | 13.02118481233410 |
| 2001-09-01 | 12.99801537548230 |
| 2001-10-01 | 12.88813817547030 |
| 2001-11-01 | 12.61827759147460 |
| 2001-12-01 | 12.75153326999440 |
| 2002-01-01 | 12.33861729494560 |
| 2002-02-01 | 12.21251281205960 |
| 2002-03-01 | 12.21736434522800 |
| 2002-04-01 | 11.65806208712590 |
| 2002-05-01 | 11.90001778802700 |
| 2002-06-01 | 12.09681370625280 |
| 2002-07-01 | 12.19516137964410 |
| 2002-08-01 | 12.09995478809700 |
| 2002-09-01 | 12.41019538451080 |
| 2002-10-01 | 11.76461306623400 |
| 2002-11-01 | 11.91527734866890 |
| 2002-12-01 | 11.60316301417310 |
| 2003-01-01 | 11.20115536564810 |
| 2003-02-01 | 10.90886425381690 |
| 2003-03-01 | 10.90371398691270 |
| 2003-04-01 | 10.82200321166810 |
| 2003-05-01 | 10.66862088592200 |
| 2003-06-01 | 10.47566929193000 |
| 2003-07-01 | 10.16000906362960 |
| 2003-08-01 | 10.09900745235350 |
| 2003-09-01 | 9.95169909289780 |
| 2003-10-01 | 9.87151533473370 |
| 2003-11-01 | 9.82494381412199 |
| 2003-12-01 | 9.60045218412568 |
| 2004-01-01 | 9.64095431526128 |
| 2004-02-01 | 9.59260357446924 |
| 2004-03-01 | 9.64399468073336 |
| 2004-04-01 | 9.61768559239784 |
| 2004-05-01 | 9.78214432154439 |
| 2004-06-01 | 9.74318237196860 |
| 2004-07-01 | 9.70972339441886 |
| 2004-08-01 | 9.78319802863885 |
| 2004-09-01 | 9.80996635737945 |
| 2004-10-01 | 9.84678621762657 |
| 2004-11-01 | 9.89913354197605 |
| 2004-12-01 | 10.03722066091040 |
| 2005-01-01 | 10.24068444094330 |
| 2005-02-01 | 10.08856441809790 |
| 2005-03-01 | 10.03799083224060 |
| 2005-04-01 | 10.10840134175020 |
| 2005-05-01 | 9.99725115237547 |
| 2005-06-01 | 9.99725029253335 |
| 2005-07-01 | 10.10892112559680 |
| 2005-08-01 | 9.99448395069131 |
| 2005-09-01 | 10.08859471929790 |
| 2005-10-01 | 10.09909314723850 |
| 2005-11-01 | 10.07131996636330 |
| 2005-12-01 | 9.87866775818226 |
| 2006-01-01 | 10.29889912107400 |
| 2006-02-01 | 10.06003622427870 |
| 2006-03-01 | 9.96622991354127 |
| 2006-04-01 | 9.86954686589281 |
| 2006-05-01 | 9.81675803200552 |
| 2006-06-01 | 9.82286132187197 |
| 2006-07-01 | 9.86572736112797 |
| 2006-08-01 | 9.94223100344100 |
| 2006-09-01 | 10.02783899706640 |
| 2006-10-01 | 10.02822935959690 |
| 2006-11-01 | 9.68886485715759 |
| 2006-12-01 | 10.18268051020830 |
| 2007-01-01 | 10.13379897705580 |
| 2007-02-01 | 10.09791016955690 |
| 2007-03-01 | 10.10580339857570 |
| 2007-04-01 | 9.99015610341148 |
| 2007-05-01 | 10.05245975070320 |
| 2007-06-01 | 9.94486146108954 |
| 2007-07-01 | 9.81483451380924 |
| 2007-08-01 | 9.74760901551759 |
| 2007-09-01 | 9.63619174243683 |
| 2007-10-01 | 9.72431105568100 |
| 2007-11-01 | 9.46061671091736 |
| 2007-12-01 | 9.73132043214762 |
| 2008-01-01 | 9.84158514053577 |
| 2008-02-01 | 9.82701008394317 |
| 2008-03-01 | 9.72122516188109 |
| 2008-04-01 | 9.74588061852521 |
| 2008-05-01 | 9.66008322046459 |
| 2008-06-01 | 9.63333338798226 |
| 2008-07-01 | 9.49334251564226 |
| 2008-08-01 | 9.30211680098151 |
| 2008-09-01 | 9.52481864279406 |
| 2008-10-01 | 9.41126238057056 |
| 2008-11-01 | 9.41974243896147 |
| 2008-12-01 | 9.30732417153158 |
| 2009-01-01 | 9.23415773472314 |
| 2009-02-01 | 9.15646519817978 |
| 2009-03-01 | 9.15633271579200 |
| 2009-04-01 | 9.15682162817144 |
| 2009-05-01 | 9.03215929085517 |
| 2009-06-01 | 8.98751816275911 |
| 2009-07-01 | 8.89697175386159 |
| 2009-08-01 | 8.84875996916886 |
| 2009-09-01 | 8.76302147315574 |
| 2009-10-01 | 9.49998694165622 |
| 2009-11-01 | 9.59571988694029 |
| 2009-12-01 | 9.49473781315581 |
| 2010-01-01 | 9.28500015568360 |
| 2010-02-01 | 9.18516782912735 |
| 2010-03-01 | 9.05899005003989 |
| 2010-04-01 | 8.96235672332884 |
| 2010-05-01 | 8.82023583471758 |
| 2010-06-01 | 8.77693903050813 |
| 2010-07-01 | 8.81812414773821 |
| 2010-08-01 | 8.69449389772647 |
| 2010-09-01 | 8.74232260134704 |
| 2010-10-01 | 8.70860763100454 |
| 2010-11-01 | 8.37438789134969 |
| 2010-12-01 | 8.69721415725389 |
| 2011-01-01 | 9.15359167117165 |
| 2011-02-01 | 9.05336657986508 |
| 2011-03-01 | 9.24575570775099 |
| 2011-04-01 | 9.24852536504561 |
| 2011-05-01 | 9.62118613270170 |
| 2011-06-01 | 9.60952354683245 |
| 2011-07-01 | 9.29523425313677 |
| 2011-08-01 | 9.26956289541294 |
| 2011-09-01 | 9.27607224538006 |
| 2011-10-01 | 9.31576349073281 |
| 2011-11-01 | 9.30874551617532 |
| 2011-12-01 | 9.26374475435034 |
| 2012-01-01 | 9.28034110883404 |
| 2012-02-01 | 9.34606594969619 |
| 2012-03-01 | 9.26567324647453 |
| 2012-04-01 | 9.37244394442323 |
| 2012-05-01 | 9.26628150475586 |
| 2012-06-01 | 9.28301520500605 |
| 2012-07-01 | 9.48635601542695 |
| 2012-08-01 | 9.50825132832377 |
| 2012-09-01 | 9.46330547955885 |
| 2012-10-01 | 9.61884960029449 |
| 2012-11-01 | 9.53135382380246 |
| 2012-12-01 | 9.58290259438670 |
| 2013-01-01 | 9.20930580153432 |
| 2013-02-01 | 9.37886739986889 |
| 2013-03-01 | 8.72960170222343 |
| 2013-04-01 | 9.60951875994005 |
| 2013-05-01 | 9.74672976401723 |
| 2013-06-01 | 9.78758743507336 |
| 2013-07-01 | 9.72093344829553 |
| 2013-08-01 | 9.67990848072628 |
| 2013-09-01 | 9.54460350683330 |
| 2013-10-01 | 9.31075632074466 |
| 2013-11-01 | 9.00581102436596 |
| 2013-12-01 | 9.15712216290047 |
| 2014-01-01 | 9.32698607595993 |
| 2014-02-01 | 9.37563138627327 |
| 2014-03-01 | 9.36495646020968 |
| 2014-04-01 | 9.20021093401933 |
| 2014-05-01 | 9.22594962644438 |
| 2014-06-01 | 9.13590792664272 |
| 2014-07-01 | 9.11348053703661 |
| 2014-08-01 | 9.26755609621721 |
| 2014-09-01 | 9.40585719205542 |
| 2014-10-01 | 9.27663019777353 |
| 2014-11-01 | 9.17610932224362 |
| 2014-12-01 | 9.41285738608922 |
| 2015-01-01 | 9.35872952344020 |
| 2015-02-01 | 9.31327660889071 |
| 2015-03-01 | 9.29302020371600 |
| 2015-04-01 | 9.23500865734931 |
| 2015-05-01 | 9.23460018833839 |
| 2015-06-01 | 9.21235902164997 |
| 2015-07-01 | 9.22055687965764 |
| 2015-08-01 | 9.08147925240139 |
| 2015-09-01 | 9.18160127461992 |
| 2015-10-01 | 9.33590344364295 |
| 2015-11-01 | 9.41141703427738 |
| 2015-12-01 | 9.48485406817745 |
| 2016-01-01 | 9.41508146333024 |
| 2016-02-01 | 9.53861338602520 |
| 2016-03-01 | 9.51625498912765 |
| 2016-04-01 | 9.62159467225682 |
| 2016-05-01 | 9.56782547196297 |
| 2016-06-01 | 9.71201148113556 |
| 2016-07-01 | 9.59986143474397 |
| 2016-08-01 | 9.61074983775399 |
| 2016-09-01 | 9.69634470396847 |
| 2016-10-01 | 9.70660062449324 |
| 2016-11-01 | 9.65883888387340 |
| 2016-12-01 | 9.58921081602357 |
| 2017-01-01 | 9.74858795915332 |
| 2017-02-01 | 9.70267708286053 |
| 2017-03-01 | 9.75160568320599 |
| 2017-04-01 | 9.74654442056027 |
| 2017-05-01 | 9.76784356560543 |
| 2017-06-01 | 9.67791200826285 |
| 2017-07-01 | 9.72334007074276 |
| 2017-08-01 | 9.79570594278193 |
| 2017-09-01 | 9.66208712896849 |
| 2017-10-01 | 9.47026681627346 |
| 2017-11-01 | 9.63271247370389 |
| 2017-12-01 | 9.59296933105459 |
| 2018-01-01 | 9.43189481042608 |
| 2018-02-01 | 9.41279371308429 |
| 2018-03-01 | 9.45433965988038 |
| 2018-04-01 | 9.60703322177299 |
| 2018-05-01 | 9.42164813679979 |
| 2018-06-01 | 9.40088377192784 |
| 2018-07-01 | 9.52513399263413 |
| 2018-08-01 | 9.33051976424985 |
| 2018-09-01 | 9.29135635909799 |
| 2018-10-01 | 9.34832563567516 |
| 2018-11-01 | 9.47295968838229 |
| 2018-12-01 | 9.41894878775406 |
| 2019-01-01 | 9.56126746833177 |
| 2019-02-01 | 9.64784032991160 |
| 2019-03-01 | 9.61902717297982 |
| 2019-04-01 | 9.47925324705582 |
| 2019-05-01 | 9.37203109505701 |
| 2019-06-01 | 9.32891238908013 |
| 2019-07-01 | 9.25255424318319 |
| 2019-08-01 | 9.17459523531227 |
| 2019-09-01 | 9.34038741679409 |
| 2019-10-01 | 9.32142466129643 |
| 2019-11-01 | 9.24802196452670 |
| 2019-12-01 | 9.32967673740403 |
| 2020-01-01 | 9.21652132369434 |
| 2020-02-01 | 9.13214143666583 |
| 2020-03-01 | 9.23771131184879 |
| 2020-04-01 | 7.91191180655199 |
| 2020-05-01 | 8.47388420109610 |
| 2020-06-01 | 8.74289443067905 |
| 2020-07-01 | 9.20583898397750 |
| 2020-08-01 | 9.00688510184228 |
| 2020-09-01 | 9.00307840228810 |
| 2020-10-01 | 9.01413590948263 |
| 2020-11-01 | 9.02318571025735 |
| 2020-12-01 | 9.15868409728451 |
| 2021-01-01 | 9.33107079117718 |
| 2021-02-01 | 9.41432896389022 |
| 2021-03-01 | 9.46351601651053 |
| 2021-04-01 | 9.43302075856692 |
| 2021-05-01 | 9.96495904756253 |
| 2021-06-01 | 9.54923965598028 |
| 2021-07-01 | 9.59767882173855 |
| 2021-08-01 | 9.58837055060861 |
| 2021-09-01 | 9.61468655363052 |
| 2021-10-01 | 9.73838111266319 |
| 2021-11-01 | 9.68030260373254 |
| 2021-12-01 | 9.65512270405891 |
| 2022-01-01 | 9.83708990302307 |
| 2022-02-01 | 10.00132982065620 |
| 2022-03-01 | 9.96738837807780 |
| 2022-04-01 | 10.08701713536450 |
| 2022-05-01 | 10.14331562204330 |
| 2022-06-01 | 10.27796188895810 |
| 2022-07-01 | 9.99048136047876 |
| 2022-08-01 | 9.96923936768460 |
| 2022-09-01 | 9.91083234104952 |
| 2022-10-01 | 9.84017009652399 |
| 2022-11-01 | 9.96931479464482 |
| 2022-12-01 | 10.03490359960100 |
| 2023-01-01 | 9.95581482329717 |
| 2023-02-01 | 9.96469554009758 |
| 2023-03-01 | 10.16851709345600 |
| 2023-04-01 | 10.11119215303570 |
| 2023-05-01 | 9.85322546057797 |
| 2023-06-01 | 9.78080036740785 |
| 2023-07-01 | 9.75534077577131 |
| 2023-08-01 | 9.74633273858294 |
| 2023-09-01 | 9.75327701322892 |
| 2023-10-01 | 9.68863391381806 |
| 2023-11-01 | 9.71444823451261 |
| 2023-12-01 | 9.82968949180397 |
| 2024-01-01 | 9.89027183583836 |
| 2024-02-01 | 9.86222879402014 |
| 2024-03-01 | 9.91537856751146 |
| 2024-04-01 | 9.96150303481705 |
| 2024-05-01 | 9.87681036442522 |
| 2024-06-01 | 9.98168268342069 |
| 2024-07-01 | 10.22700320009730 |
| 2024-08-01 | 10.02550664259250 |
| 2024-09-01 | 10.01191287987830 |
| 2024-10-01 | 10.04239465402390 |
| 2024-11-01 | 9.96365529069889 |
| 2024-12-01 | 9.84841717975300 |
| 2025-01-01 | 9.73405996954237 |
| 2025-02-01 | 9.64705507322287 |
| 2025-03-01 | 9.65540285792854 |
| 2025-04-01 | 9.63065990871694 |
| 2025-05-01 | 9.77880491492045 |
| 2025-06-01 | 9.76261048806699 |
| 2025-07-01 | 9.77753590780964 |
| 2025-08-01 | 9.70037740503851 |
| 2025-09-01 | 9.66405942284502 |
| 2025-10-01 | 9.59131292592061 |
| 2025-11-01 | 9.52818630402132 |
| 2025-12-01 | 9.37839460003715 |