Table Data - All Employees: Professional and Business Services: Accounting, Tax Preparation, Bookkeeping, and Payroll Services in Ohio
| Title | All Employees: Professional and Business Services: Accounting, Tax Preparation, Bookkeeping, and Payroll Services in Ohio |
|---|---|
| Series ID | SMU39000006054120001SA |
| 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 2026-03-01 |
| Last Updated | 2026-05-07 10:22 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. 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 | 25.3962654730280 |
| 1990-02-01 | 24.9333509812654 |
| 1990-03-01 | 25.6832253386053 |
| 1990-04-01 | 25.7514679285222 |
| 1990-05-01 | 25.8526054549853 |
| 1990-06-01 | 25.9304028719445 |
| 1990-07-01 | 26.0241994791305 |
| 1990-08-01 | 25.9244485669232 |
| 1990-09-01 | 25.7369990086964 |
| 1990-10-01 | 25.7075768818907 |
| 1990-11-01 | 25.6904732806869 |
| 1990-12-01 | 25.6425352565791 |
| 1991-01-01 | 25.3322013662095 |
| 1991-02-01 | 25.0114245798779 |
| 1991-03-01 | 25.5409704164514 |
| 1991-04-01 | 25.7057855667998 |
| 1991-05-01 | 25.8720856945749 |
| 1991-06-01 | 26.0444797497615 |
| 1991-07-01 | 25.7759344713320 |
| 1991-08-01 | 25.6601737623056 |
| 1991-09-01 | 25.5706522047746 |
| 1991-10-01 | 25.4502988485484 |
| 1991-11-01 | 25.4562447667688 |
| 1991-12-01 | 25.2492187750952 |
| 1992-01-01 | 25.5221550335242 |
| 1992-02-01 | 25.4539483830521 |
| 1992-03-01 | 25.8234471704212 |
| 1992-04-01 | 27.5951673981452 |
| 1992-05-01 | 28.0006029126722 |
| 1992-06-01 | 29.4915926901119 |
| 1992-07-01 | 30.3734197426041 |
| 1992-08-01 | 31.1346875929032 |
| 1992-09-01 | 32.1219888490381 |
| 1992-10-01 | 32.7045890757332 |
| 1992-11-01 | 33.1833527328447 |
| 1992-12-01 | 33.7308241400196 |
| 1993-01-01 | 31.1214664539519 |
| 1993-02-01 | 31.2664961830376 |
| 1993-03-01 | 31.1748683402444 |
| 1993-04-01 | 31.3277355711560 |
| 1993-05-01 | 31.3487675955748 |
| 1993-06-01 | 31.5291110355254 |
| 1993-07-01 | 31.5322159798670 |
| 1993-08-01 | 31.4791686641661 |
| 1993-09-01 | 31.2340429595200 |
| 1993-10-01 | 31.1890958467599 |
| 1993-11-01 | 31.3205952471943 |
| 1993-12-01 | 31.2256103458764 |
| 1994-01-01 | 31.4798913475384 |
| 1994-02-01 | 31.5663690911569 |
| 1994-03-01 | 31.5807473037962 |
| 1994-04-01 | 31.5655222190478 |
| 1994-05-01 | 31.5056789106073 |
| 1994-06-01 | 31.1677228118259 |
| 1994-07-01 | 30.9737539627059 |
| 1994-08-01 | 30.9181366752539 |
| 1994-09-01 | 31.2719042086545 |
| 1994-10-01 | 31.2405803504302 |
| 1994-11-01 | 31.1153523341237 |
| 1994-12-01 | 30.3851443106338 |
| 1995-01-01 | 31.6670509804751 |
| 1995-02-01 | 32.2527068977811 |
| 1995-03-01 | 32.1077285555707 |
| 1995-04-01 | 32.1527355818495 |
| 1995-05-01 | 32.1145365326964 |
| 1995-06-01 | 32.1856839509882 |
| 1995-07-01 | 32.3202892464214 |
| 1995-08-01 | 32.3762317750400 |
| 1995-09-01 | 32.2599002206777 |
| 1995-10-01 | 32.1908068618000 |
| 1995-11-01 | 32.1224721307935 |
| 1995-12-01 | 31.6881108289696 |
| 1996-01-01 | 31.6438264237407 |
| 1996-02-01 | 32.3883252281638 |
| 1996-03-01 | 32.4433667980811 |
| 1996-04-01 | 32.0007836777703 |
| 1996-05-01 | 32.1256442216465 |
| 1996-06-01 | 32.2924390248298 |
| 1996-07-01 | 32.1457841664288 |
| 1996-08-01 | 32.1234269727712 |
| 1996-09-01 | 32.0155209006011 |
| 1996-10-01 | 32.1905700515831 |
| 1996-11-01 | 32.6412120677182 |
| 1996-12-01 | 32.3617499618851 |
| 1997-01-01 | 32.1625330554782 |
| 1997-02-01 | 31.7871936926956 |
| 1997-03-01 | 31.7702542396155 |
| 1997-04-01 | 32.0261470565525 |
| 1997-05-01 | 32.0357925729243 |
| 1997-06-01 | 32.0904436361462 |
| 1997-07-01 | 32.4468143273847 |
| 1997-08-01 | 32.6734459923538 |
| 1997-09-01 | 32.8541466656664 |
| 1997-10-01 | 33.2460074072413 |
| 1997-11-01 | 33.5126543593361 |
| 1997-12-01 | 32.9743129013065 |
| 1998-01-01 | 33.2861306653576 |
| 1998-02-01 | 33.1069473629236 |
| 1998-03-01 | 33.0373209723851 |
| 1998-04-01 | 33.0053505556596 |
| 1998-05-01 | 33.0892207137405 |
| 1998-06-01 | 33.1545396020621 |
| 1998-07-01 | 33.4452495335073 |
| 1998-08-01 | 33.7238664069346 |
| 1998-09-01 | 33.9419971391769 |
| 1998-10-01 | 33.2872848307703 |
| 1998-11-01 | 33.5581328707999 |
| 1998-12-01 | 33.9593160628026 |
| 1999-01-01 | 34.0075960179685 |
| 1999-02-01 | 34.4582015362839 |
| 1999-03-01 | 34.7973511754704 |
| 1999-04-01 | 35.0309666989214 |
| 1999-05-01 | 35.3257510450594 |
| 1999-06-01 | 35.7328807810456 |
| 1999-07-01 | 35.9264034426796 |
| 1999-08-01 | 35.9618152406489 |
| 1999-09-01 | 35.9637727772650 |
| 1999-10-01 | 36.2834242764226 |
| 1999-11-01 | 36.1838903032031 |
| 1999-12-01 | 36.4324203542606 |
| 2000-01-01 | 36.0963529514583 |
| 2000-02-01 | 35.9033505004966 |
| 2000-03-01 | 35.7853924627653 |
| 2000-04-01 | 35.9796957967437 |
| 2000-05-01 | 35.7434605191573 |
| 2000-06-01 | 35.6530291940136 |
| 2000-07-01 | 35.3818193755845 |
| 2000-08-01 | 35.4475076378531 |
| 2000-09-01 | 35.8890898491433 |
| 2000-10-01 | 35.6901811852003 |
| 2000-11-01 | 35.7448309944198 |
| 2000-12-01 | 35.7677701299764 |
| 2001-01-01 | 35.5960599063822 |
| 2001-02-01 | 35.4808182613505 |
| 2001-03-01 | 35.4049711074550 |
| 2001-04-01 | 35.2094203266442 |
| 2001-05-01 | 35.0164761893722 |
| 2001-06-01 | 34.8599274705074 |
| 2001-07-01 | 34.8115764290515 |
| 2001-08-01 | 34.7135283109575 |
| 2001-09-01 | 34.3745694560749 |
| 2001-10-01 | 34.1341646310359 |
| 2001-11-01 | 33.6331867695179 |
| 2001-12-01 | 33.6904472685335 |
| 2002-01-01 | 33.4174654691829 |
| 2002-02-01 | 33.4047758691503 |
| 2002-03-01 | 33.2180481711500 |
| 2002-04-01 | 33.1968537902074 |
| 2002-05-01 | 33.8152588390786 |
| 2002-06-01 | 33.7176372910715 |
| 2002-07-01 | 33.0572440390040 |
| 2002-08-01 | 32.9027306327313 |
| 2002-09-01 | 32.7327916267282 |
| 2002-10-01 | 32.5918038350068 |
| 2002-11-01 | 33.1479638237251 |
| 2002-12-01 | 32.1166579730010 |
| 2003-01-01 | 31.9853192605406 |
| 2003-02-01 | 31.6110884360725 |
| 2003-03-01 | 31.4650905696496 |
| 2003-04-01 | 30.9811390165717 |
| 2003-05-01 | 30.6772120671924 |
| 2003-06-01 | 30.1060973928496 |
| 2003-07-01 | 30.3944221617360 |
| 2003-08-01 | 30.2813893732346 |
| 2003-09-01 | 30.0902573616648 |
| 2003-10-01 | 30.1034454179674 |
| 2003-11-01 | 31.0895266861207 |
| 2003-12-01 | 29.3947583743334 |
| 2004-01-01 | 29.7754187517033 |
| 2004-02-01 | 29.7128413231550 |
| 2004-03-01 | 29.7971229343925 |
| 2004-04-01 | 29.5165116954760 |
| 2004-05-01 | 29.5937500961809 |
| 2004-06-01 | 29.5926685741312 |
| 2004-07-01 | 29.6778278021627 |
| 2004-08-01 | 29.7736610172929 |
| 2004-09-01 | 30.1071397151929 |
| 2004-10-01 | 30.0151600837963 |
| 2004-11-01 | 30.3478543130196 |
| 2004-12-01 | 30.1400410576048 |
| 2005-01-01 | 30.1988006935189 |
| 2005-02-01 | 30.0190169308510 |
| 2005-03-01 | 29.6816339036966 |
| 2005-04-01 | 30.1312610189908 |
| 2005-05-01 | 29.9727626355638 |
| 2005-06-01 | 30.2900195742741 |
| 2005-07-01 | 30.4661860284341 |
| 2005-08-01 | 30.5041194665216 |
| 2005-09-01 | 30.5211469730977 |
| 2005-10-01 | 30.6779809525966 |
| 2005-11-01 | 30.4432876298946 |
| 2005-12-01 | 30.8773235635716 |
| 2006-01-01 | 30.9143888477912 |
| 2006-02-01 | 31.0908422320861 |
| 2006-03-01 | 31.1455717838000 |
| 2006-04-01 | 31.2893887090995 |
| 2006-05-01 | 31.3964596444862 |
| 2006-06-01 | 31.4486863332556 |
| 2006-07-01 | 31.5659421790260 |
| 2006-08-01 | 31.6869962239629 |
| 2006-09-01 | 31.7824328655517 |
| 2006-10-01 | 31.8105614905511 |
| 2006-11-01 | 32.2498984983884 |
| 2006-12-01 | 33.0783545264512 |
| 2007-01-01 | 33.4123099780181 |
| 2007-02-01 | 33.1732179688211 |
| 2007-03-01 | 33.1609153571427 |
| 2007-04-01 | 32.9830284101371 |
| 2007-05-01 | 33.1441315851616 |
| 2007-06-01 | 32.7576636654847 |
| 2007-07-01 | 32.7691272187570 |
| 2007-08-01 | 32.8940240099749 |
| 2007-09-01 | 33.0781534565312 |
| 2007-10-01 | 33.1548319578046 |
| 2007-11-01 | 32.2804264566942 |
| 2007-12-01 | 33.5668924432951 |
| 2008-01-01 | 34.0413803193297 |
| 2008-02-01 | 34.2679050150913 |
| 2008-03-01 | 33.6111474269020 |
| 2008-04-01 | 33.4873694782307 |
| 2008-05-01 | 33.4219843606002 |
| 2008-06-01 | 33.5747179751076 |
| 2008-07-01 | 33.2218602922911 |
| 2008-08-01 | 33.3169667037934 |
| 2008-09-01 | 33.1913138156467 |
| 2008-10-01 | 32.6425086737302 |
| 2008-11-01 | 32.8797623531904 |
| 2008-12-01 | 32.9040823238533 |
| 2009-01-01 | 33.1149954038473 |
| 2009-02-01 | 32.7913142102364 |
| 2009-03-01 | 32.1061331150542 |
| 2009-04-01 | 32.2693416956364 |
| 2009-05-01 | 32.0372750188140 |
| 2009-06-01 | 32.0601175769291 |
| 2009-07-01 | 32.0342704282112 |
| 2009-08-01 | 31.8058819357869 |
| 2009-09-01 | 31.6834163459807 |
| 2009-10-01 | 31.7671224369700 |
| 2009-11-01 | 33.3598071662684 |
| 2009-12-01 | 31.7549210122375 |
| 2010-01-01 | 31.7308346654842 |
| 2010-02-01 | 31.5423205539008 |
| 2010-03-01 | 31.7242344167405 |
| 2010-04-01 | 31.6622369479573 |
| 2010-05-01 | 31.4567083378486 |
| 2010-06-01 | 31.3967963787888 |
| 2010-07-01 | 31.4466007237115 |
| 2010-08-01 | 31.2476239199663 |
| 2010-09-01 | 31.1665378051913 |
| 2010-10-01 | 30.8715905897660 |
| 2010-11-01 | 30.1691554496783 |
| 2010-12-01 | 29.9621604818683 |
| 2011-01-01 | 30.9233737979858 |
| 2011-02-01 | 30.9453871830136 |
| 2011-03-01 | 31.1726959589652 |
| 2011-04-01 | 31.2041854965762 |
| 2011-05-01 | 31.2603270027688 |
| 2011-06-01 | 31.0803983406941 |
| 2011-07-01 | 31.1236723342929 |
| 2011-08-01 | 30.9049636746328 |
| 2011-09-01 | 30.9485954117795 |
| 2011-10-01 | 30.4777293052485 |
| 2011-11-01 | 31.1856689973356 |
| 2011-12-01 | 30.9149945505006 |
| 2012-01-01 | 30.9434463773873 |
| 2012-02-01 | 30.9095858858028 |
| 2012-03-01 | 31.0206504915495 |
| 2012-04-01 | 30.9025333260077 |
| 2012-05-01 | 30.7792105588482 |
| 2012-06-01 | 30.7209993079993 |
| 2012-07-01 | 30.5508696132623 |
| 2012-08-01 | 30.6699748871744 |
| 2012-09-01 | 30.3141776874339 |
| 2012-10-01 | 30.4831126957900 |
| 2012-11-01 | 30.7616732212306 |
| 2012-12-01 | 29.7849762275824 |
| 2013-01-01 | 29.6011107965322 |
| 2013-02-01 | 30.4938223714407 |
| 2013-03-01 | 30.3454497647140 |
| 2013-04-01 | 31.3696902353350 |
| 2013-05-01 | 31.2338751651737 |
| 2013-06-01 | 31.0558232762333 |
| 2013-07-01 | 30.8558399876146 |
| 2013-08-01 | 30.8720724311428 |
| 2013-09-01 | 30.8482072241439 |
| 2013-10-01 | 30.4470275796890 |
| 2013-11-01 | 30.2452367908323 |
| 2013-12-01 | 30.3729174093053 |
| 2014-01-01 | 30.1786333656844 |
| 2014-02-01 | 30.4834945676418 |
| 2014-03-01 | 30.7431569085451 |
| 2014-04-01 | 30.6707366446411 |
| 2014-05-01 | 30.5707122372307 |
| 2014-06-01 | 30.4507677812280 |
| 2014-07-01 | 30.5219782177316 |
| 2014-08-01 | 30.2556691367015 |
| 2014-09-01 | 30.5097262283294 |
| 2014-10-01 | 30.8013608478835 |
| 2014-11-01 | 30.8226110448938 |
| 2014-12-01 | 30.7377893979018 |
| 2015-01-01 | 30.8783105991733 |
| 2015-02-01 | 30.8816805438743 |
| 2015-03-01 | 30.8997730362760 |
| 2015-04-01 | 29.5814990553713 |
| 2015-05-01 | 30.3351778052944 |
| 2015-06-01 | 30.9364760380626 |
| 2015-07-01 | 31.2668348657806 |
| 2015-08-01 | 30.9887438768450 |
| 2015-09-01 | 30.9729586680527 |
| 2015-10-01 | 30.8316543024717 |
| 2015-11-01 | 31.1260456154678 |
| 2015-12-01 | 31.1555208243398 |
| 2016-01-01 | 31.3743273461406 |
| 2016-02-01 | 31.2008147617446 |
| 2016-03-01 | 31.1566634389607 |
| 2016-04-01 | 31.2328601556615 |
| 2016-05-01 | 31.4103696381660 |
| 2016-06-01 | 30.9360997070038 |
| 2016-07-01 | 31.3902654214305 |
| 2016-08-01 | 31.5073693218404 |
| 2016-09-01 | 31.2889942465273 |
| 2016-10-01 | 31.3413445234394 |
| 2016-11-01 | 30.9782350344935 |
| 2016-12-01 | 30.7466235913602 |
| 2017-01-01 | 30.7063189751665 |
| 2017-02-01 | 30.8233741729511 |
| 2017-03-01 | 30.8033826036528 |
| 2017-04-01 | 30.8350432179944 |
| 2017-05-01 | 30.6758180193523 |
| 2017-06-01 | 30.6948900427715 |
| 2017-07-01 | 30.4994975834272 |
| 2017-08-01 | 30.3586228880844 |
| 2017-09-01 | 30.4247467182704 |
| 2017-10-01 | 30.2144988120753 |
| 2017-11-01 | 30.2711197591269 |
| 2017-12-01 | 30.2961249051850 |
| 2018-01-01 | 30.2306045221333 |
| 2018-02-01 | 30.2366566753609 |
| 2018-03-01 | 30.2149742970874 |
| 2018-04-01 | 30.5239868989073 |
| 2018-05-01 | 30.2327735744079 |
| 2018-06-01 | 30.1755017976488 |
| 2018-07-01 | 30.2847321931595 |
| 2018-08-01 | 30.2426349717723 |
| 2018-09-01 | 30.2052957419435 |
| 2018-10-01 | 30.1094891708161 |
| 2018-11-01 | 30.2922892914704 |
| 2018-12-01 | 30.4711272345615 |
| 2019-01-01 | 30.4416445963648 |
| 2019-02-01 | 30.4544444032950 |
| 2019-03-01 | 30.6322864341938 |
| 2019-04-01 | 30.9484089190490 |
| 2019-05-01 | 30.6639075477938 |
| 2019-06-01 | 30.7196034022809 |
| 2019-07-01 | 30.6678125612843 |
| 2019-08-01 | 30.7250695278650 |
| 2019-09-01 | 30.6935664058837 |
| 2019-10-01 | 30.6717800121483 |
| 2019-11-01 | 30.9340603095091 |
| 2019-12-01 | 30.8794316986590 |
| 2020-01-01 | 31.0247469419053 |
| 2020-02-01 | 31.2668771211880 |
| 2020-03-01 | 31.1086946391444 |
| 2020-04-01 | 28.4835950123044 |
| 2020-05-01 | 30.7650202257178 |
| 2020-06-01 | 30.6733701643640 |
| 2020-07-01 | 31.1481341397400 |
| 2020-08-01 | 30.3912411035869 |
| 2020-09-01 | 30.3446429127472 |
| 2020-10-01 | 30.4039172874980 |
| 2020-11-01 | 30.0935782133691 |
| 2020-12-01 | 30.1007538173429 |
| 2021-01-01 | 30.1216051030543 |
| 2021-02-01 | 30.0953662994418 |
| 2021-03-01 | 30.2160558691531 |
| 2021-04-01 | 30.2239733544977 |
| 2021-05-01 | 32.7335249688376 |
| 2021-06-01 | 30.6180027408958 |
| 2021-07-01 | 30.6522513133306 |
| 2021-08-01 | 30.6390266840005 |
| 2021-09-01 | 30.4517620816235 |
| 2021-10-01 | 30.8260778488046 |
| 2021-11-01 | 30.5179915772726 |
| 2021-12-01 | 30.7400745595056 |
| 2022-01-01 | 30.7968145598297 |
| 2022-02-01 | 30.8886055288777 |
| 2022-03-01 | 30.9990056089747 |
| 2022-04-01 | 31.3347698182441 |
| 2022-05-01 | 31.7223568117537 |
| 2022-06-01 | 31.5186863791955 |
| 2022-07-01 | 31.5983438650281 |
| 2022-08-01 | 31.6099304763568 |
| 2022-09-01 | 31.7173659596798 |
| 2022-10-01 | 31.6056340519142 |
| 2022-11-01 | 31.8011050861569 |
| 2022-12-01 | 31.8795809102715 |
| 2023-01-01 | 31.7432967319438 |
| 2023-02-01 | 31.8512188157914 |
| 2023-03-01 | 31.8102071702126 |
| 2023-04-01 | 31.8445292631053 |
| 2023-05-01 | 32.1431976808023 |
| 2023-06-01 | 31.8454476786089 |
| 2023-07-01 | 31.8116092540354 |
| 2023-08-01 | 31.7922894684157 |
| 2023-09-01 | 31.7048399580487 |
| 2023-10-01 | 31.3867218831037 |
| 2023-11-01 | 31.4786360521891 |
| 2023-12-01 | 31.2405024130488 |
| 2024-01-01 | 31.3177986533194 |
| 2024-02-01 | 31.2793900139873 |
| 2024-03-01 | 31.2668984866993 |
| 2024-04-01 | 31.1207169064363 |
| 2024-05-01 | 31.4980950041309 |
| 2024-06-01 | 31.1038170421261 |
| 2024-07-01 | 31.1741803665041 |
| 2024-08-01 | 31.0256951703988 |
| 2024-09-01 | 31.0339537344420 |
| 2024-10-01 | 31.1236495179876 |
| 2024-11-01 | 30.9770062219972 |
| 2024-12-01 | 30.9642091228318 |
| 2025-01-01 | 30.8533188461101 |
| 2025-02-01 | 30.8899284357613 |
| 2025-03-01 | 30.9116541076656 |
| 2025-04-01 | 30.8654138676559 |
| 2025-05-01 | 30.7701062220735 |
| 2025-06-01 | 30.7636938637896 |
| 2025-07-01 | 30.5723815133011 |
| 2025-08-01 | 30.5713857486364 |
| 2025-09-01 | 30.4062105315195 |
| 2025-10-01 | 30.2719614736118 |
| 2025-11-01 | 30.0918766953749 |
| 2025-12-01 | 29.9707925037286 |
| 2026-01-01 | 29.8446850183586 |
| 2026-02-01 | 29.5687759533188 |
| 2026-03-01 | 29.4556343656888 |