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 2026-06-01 |
| Last Updated | 2026-07-22 10:02 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 | 25.4301459983229 |
| 1990-02-01 | 24.9305863508741 |
| 1990-03-01 | 25.6765879546880 |
| 1990-04-01 | 25.7464523266016 |
| 1990-05-01 | 25.8461087375573 |
| 1990-06-01 | 25.9149435297208 |
| 1990-07-01 | 26.0283092563446 |
| 1990-08-01 | 25.9284538130190 |
| 1990-09-01 | 25.7407822907505 |
| 1990-10-01 | 25.7083262614240 |
| 1990-11-01 | 25.6880994137380 |
| 1990-12-01 | 25.6367242470037 |
| 1991-01-01 | 25.3627361804798 |
| 1991-02-01 | 25.0092412562050 |
| 1991-03-01 | 25.5339490120595 |
| 1991-04-01 | 25.7015595892891 |
| 1991-05-01 | 25.8656858638320 |
| 1991-06-01 | 26.0265834880161 |
| 1991-07-01 | 25.7827422277130 |
| 1991-08-01 | 25.6658956446884 |
| 1991-09-01 | 25.5755950423671 |
| 1991-10-01 | 25.4515585667269 |
| 1991-11-01 | 25.4544895343940 |
| 1991-12-01 | 25.2442448934068 |
| 1992-01-01 | 25.5416289073047 |
| 1992-02-01 | 25.4529414554420 |
| 1992-03-01 | 25.8177253163642 |
| 1992-04-01 | 27.5930437574779 |
| 1992-05-01 | 27.9951340740731 |
| 1992-06-01 | 29.4728583000649 |
| 1992-07-01 | 30.3829115429202 |
| 1992-08-01 | 31.1417200496995 |
| 1992-09-01 | 32.1278762950816 |
| 1992-10-01 | 32.7064890695458 |
| 1992-11-01 | 33.1833514488912 |
| 1992-12-01 | 33.7213896829708 |
| 1993-01-01 | 31.1333377871811 |
| 1993-02-01 | 31.2649909304856 |
| 1993-03-01 | 31.1718678324593 |
| 1993-04-01 | 31.3267312148567 |
| 1993-05-01 | 31.3454582484052 |
| 1993-06-01 | 31.5174345581355 |
| 1993-07-01 | 31.5391410531927 |
| 1993-08-01 | 31.4845594979381 |
| 1993-09-01 | 31.2387726485438 |
| 1993-10-01 | 31.1912080999216 |
| 1993-11-01 | 31.3223872640306 |
| 1993-12-01 | 31.2142420086792 |
| 1994-01-01 | 31.4881486544221 |
| 1994-02-01 | 31.5617327999676 |
| 1994-03-01 | 31.5789047258694 |
| 1994-04-01 | 31.5661344373993 |
| 1994-05-01 | 31.5049573539786 |
| 1994-06-01 | 31.1633091824816 |
| 1994-07-01 | 30.9779912771826 |
| 1994-08-01 | 30.9215075833032 |
| 1994-09-01 | 31.2751046400132 |
| 1994-10-01 | 31.2425645213721 |
| 1994-11-01 | 31.1152481998265 |
| 1994-12-01 | 30.3711886485931 |
| 1995-01-01 | 31.6800560345190 |
| 1995-02-01 | 32.2449560507240 |
| 1995-03-01 | 32.1058539686425 |
| 1995-04-01 | 32.1540466669228 |
| 1995-05-01 | 32.1159152956394 |
| 1995-06-01 | 32.1871455003558 |
| 1995-07-01 | 32.3217142214511 |
| 1995-08-01 | 32.3777756146587 |
| 1995-09-01 | 32.2614736533102 |
| 1995-10-01 | 32.1920887431387 |
| 1995-11-01 | 32.1146901988145 |
| 1995-12-01 | 31.6816605946044 |
| 1996-01-01 | 31.6597374338760 |
| 1996-02-01 | 32.3803338029826 |
| 1996-03-01 | 32.4392299643742 |
| 1996-04-01 | 32.0023964712543 |
| 1996-05-01 | 32.1275264333781 |
| 1996-06-01 | 32.2942544001245 |
| 1996-07-01 | 32.1474942606446 |
| 1996-08-01 | 32.1250771607188 |
| 1996-09-01 | 32.0170350067290 |
| 1996-10-01 | 32.1923086345535 |
| 1996-11-01 | 32.6270505089671 |
| 1996-12-01 | 32.3605642080106 |
| 1997-01-01 | 32.1741341093777 |
| 1997-02-01 | 31.7833680224795 |
| 1997-03-01 | 31.7679071303217 |
| 1997-04-01 | 32.0275188206851 |
| 1997-05-01 | 32.0371750043177 |
| 1997-06-01 | 32.0916491308992 |
| 1997-07-01 | 32.4480330880072 |
| 1997-08-01 | 32.6745825751355 |
| 1997-09-01 | 32.8551236752309 |
| 1997-10-01 | 33.2475066681902 |
| 1997-11-01 | 33.4975811429281 |
| 1997-12-01 | 32.9778111258056 |
| 1998-01-01 | 33.2923492523619 |
| 1998-02-01 | 33.1065336849390 |
| 1998-03-01 | 33.0363137243929 |
| 1998-04-01 | 33.0064264722122 |
| 1998-05-01 | 33.0897294589229 |
| 1998-06-01 | 33.1547717573197 |
| 1998-07-01 | 33.4456699410735 |
| 1998-08-01 | 33.7241741044447 |
| 1998-09-01 | 33.9418819027255 |
| 1998-10-01 | 33.2886224197616 |
| 1998-11-01 | 33.5498210516716 |
| 1998-12-01 | 33.9622675223962 |
| 1999-01-01 | 34.0091741161519 |
| 1999-02-01 | 34.4594389028156 |
| 1999-03-01 | 34.7981725301670 |
| 1999-04-01 | 35.0319387892289 |
| 1999-05-01 | 35.3253722724531 |
| 1999-06-01 | 35.7317873801112 |
| 1999-07-01 | 35.9252865265997 |
| 1999-08-01 | 35.9605930256438 |
| 1999-09-01 | 35.9618580707835 |
| 1999-10-01 | 36.2831670799756 |
| 1999-11-01 | 36.1878532362205 |
| 1999-12-01 | 36.4345702429055 |
| 2000-01-01 | 36.0967653913738 |
| 2000-02-01 | 35.9036605888281 |
| 2000-03-01 | 35.7854043288344 |
| 2000-04-01 | 35.9800446226118 |
| 2000-05-01 | 35.7420590247568 |
| 2000-06-01 | 35.6500654486598 |
| 2000-07-01 | 35.3791144733497 |
| 2000-08-01 | 35.4449030180660 |
| 2000-09-01 | 35.8857260120924 |
| 2000-10-01 | 35.6889786476078 |
| 2000-11-01 | 35.7624636476103 |
| 2000-12-01 | 35.7686491868955 |
| 2001-01-01 | 35.5957495654359 |
| 2001-02-01 | 35.4802724332742 |
| 2001-03-01 | 35.4040311050027 |
| 2001-04-01 | 35.2085820238333 |
| 2001-05-01 | 35.0141269930030 |
| 2001-06-01 | 34.8541695324045 |
| 2001-07-01 | 34.8071132226105 |
| 2001-08-01 | 34.7087870310355 |
| 2001-09-01 | 34.3688574656865 |
| 2001-10-01 | 34.1293469688924 |
| 2001-11-01 | 33.6722945240161 |
| 2001-12-01 | 33.6914327193941 |
| 2002-01-01 | 33.4139124579960 |
| 2002-02-01 | 33.4016695764128 |
| 2002-03-01 | 33.2151678923167 |
| 2002-04-01 | 33.1941751651350 |
| 2002-05-01 | 33.8120383295817 |
| 2002-06-01 | 33.7099696117083 |
| 2002-07-01 | 33.0521372014390 |
| 2002-08-01 | 32.8971123621308 |
| 2002-09-01 | 32.7262718953976 |
| 2002-10-01 | 32.5853934923633 |
| 2002-11-01 | 33.1986112159870 |
| 2002-12-01 | 32.1194467665313 |
| 2003-01-01 | 31.9797171529312 |
| 2003-02-01 | 31.6061593985497 |
| 2003-03-01 | 31.4598866934998 |
| 2003-04-01 | 30.9772159091719 |
| 2003-05-01 | 30.6735780304923 |
| 2003-06-01 | 30.0982017603043 |
| 2003-07-01 | 30.3896060901159 |
| 2003-08-01 | 30.2755785666811 |
| 2003-09-01 | 30.0831027350623 |
| 2003-10-01 | 30.0950870757285 |
| 2003-11-01 | 31.1465344840187 |
| 2003-12-01 | 29.3993754750548 |
| 2004-01-01 | 29.7675002355821 |
| 2004-02-01 | 29.7061896565851 |
| 2004-03-01 | 29.7898199382273 |
| 2004-04-01 | 29.5116445708705 |
| 2004-05-01 | 29.5899160381229 |
| 2004-06-01 | 29.5871611461819 |
| 2004-07-01 | 29.6746105926402 |
| 2004-08-01 | 29.7702839169782 |
| 2004-09-01 | 30.1035660434327 |
| 2004-10-01 | 30.0083789354071 |
| 2004-11-01 | 30.3901555089652 |
| 2004-12-01 | 30.1439964001482 |
| 2005-01-01 | 30.1937736719214 |
| 2005-02-01 | 30.0139006508680 |
| 2005-03-01 | 29.6747940931526 |
| 2005-04-01 | 30.1272488455543 |
| 2005-05-01 | 29.9695370507641 |
| 2005-06-01 | 30.2868267576613 |
| 2005-07-01 | 30.4642371260003 |
| 2005-08-01 | 30.5024327036533 |
| 2005-09-01 | 30.5195900739187 |
| 2005-10-01 | 30.6703702758433 |
| 2005-11-01 | 30.4747209669382 |
| 2005-12-01 | 30.8778943525619 |
| 2006-01-01 | 30.9131807512729 |
| 2006-02-01 | 31.0867974400273 |
| 2006-03-01 | 31.1406510358123 |
| 2006-04-01 | 31.2861862114907 |
| 2006-05-01 | 31.3940170770714 |
| 2006-06-01 | 31.4473387839281 |
| 2006-07-01 | 31.5649802149666 |
| 2006-08-01 | 31.6866368594098 |
| 2006-09-01 | 31.7825954749480 |
| 2006-10-01 | 31.8044010741341 |
| 2006-11-01 | 32.2681399214943 |
| 2006-12-01 | 33.0757170614622 |
| 2007-01-01 | 33.4159677070033 |
| 2007-02-01 | 33.1704788734612 |
| 2007-03-01 | 33.1580012961392 |
| 2007-04-01 | 32.9811269247779 |
| 2007-05-01 | 33.1426722025491 |
| 2007-06-01 | 32.7569252170947 |
| 2007-07-01 | 32.7683461987050 |
| 2007-08-01 | 32.8933589304597 |
| 2007-09-01 | 33.0772576623946 |
| 2007-10-01 | 33.1523394901207 |
| 2007-11-01 | 32.2907035908418 |
| 2007-12-01 | 33.5630473078986 |
| 2008-01-01 | 34.0479787466301 |
| 2008-02-01 | 34.2657234010154 |
| 2008-03-01 | 33.6086123726358 |
| 2008-04-01 | 33.4857185623988 |
| 2008-05-01 | 33.4210088847600 |
| 2008-06-01 | 33.5744443687739 |
| 2008-07-01 | 33.2215014471637 |
| 2008-08-01 | 33.3166995198888 |
| 2008-09-01 | 33.1908798508593 |
| 2008-10-01 | 32.6461042891497 |
| 2008-11-01 | 32.8773973653215 |
| 2008-12-01 | 32.9022830694986 |
| 2009-01-01 | 33.1213859885132 |
| 2009-02-01 | 32.7903515082609 |
| 2009-03-01 | 32.1041371159488 |
| 2009-04-01 | 32.2684819913959 |
| 2009-05-01 | 32.0368535394393 |
| 2009-06-01 | 32.0601530572855 |
| 2009-07-01 | 32.0343617655695 |
| 2009-08-01 | 31.8062707154998 |
| 2009-09-01 | 31.6839402168855 |
| 2009-10-01 | 31.7733897331585 |
| 2009-11-01 | 33.3484295796015 |
| 2009-12-01 | 31.7554873533533 |
| 2010-01-01 | 31.7355278079785 |
| 2010-02-01 | 31.5426460568973 |
| 2010-03-01 | 31.7232689135065 |
| 2010-04-01 | 31.6620098528976 |
| 2010-05-01 | 31.4567062585494 |
| 2010-06-01 | 31.3970346287256 |
| 2010-07-01 | 31.4470683423615 |
| 2010-08-01 | 31.2484583683378 |
| 2010-09-01 | 31.1676663033188 |
| 2010-10-01 | 30.8770770127443 |
| 2010-11-01 | 30.1557221857553 |
| 2010-12-01 | 29.9639724079374 |
| 2011-01-01 | 30.9256562289594 |
| 2011-02-01 | 30.9461923475725 |
| 2011-03-01 | 31.1728901783033 |
| 2011-04-01 | 31.2036840739526 |
| 2011-05-01 | 31.2619146492326 |
| 2011-06-01 | 31.0805320944319 |
| 2011-07-01 | 31.1239358067298 |
| 2011-08-01 | 30.9054390933567 |
| 2011-09-01 | 30.9492826844218 |
| 2011-10-01 | 30.4811369616591 |
| 2011-11-01 | 31.1757096106786 |
| 2011-12-01 | 30.9165107915704 |
| 2012-01-01 | 30.9453287447601 |
| 2012-02-01 | 30.9103171099990 |
| 2012-03-01 | 31.0210054880011 |
| 2012-04-01 | 30.9008674190795 |
| 2012-05-01 | 30.7817740941760 |
| 2012-06-01 | 30.7206786779244 |
| 2012-07-01 | 30.5506747148302 |
| 2012-08-01 | 30.6697844262150 |
| 2012-09-01 | 30.3143706378856 |
| 2012-10-01 | 30.4853911090024 |
| 2012-11-01 | 30.7555626872652 |
| 2012-12-01 | 29.7866632985360 |
| 2013-01-01 | 29.6040314792940 |
| 2013-02-01 | 30.4953066118923 |
| 2013-03-01 | 30.3467693133409 |
| 2013-04-01 | 31.3617029421023 |
| 2013-05-01 | 31.2374482229277 |
| 2013-06-01 | 31.0562291259034 |
| 2013-07-01 | 30.8541898581689 |
| 2013-08-01 | 30.8718760325084 |
| 2013-09-01 | 30.8484938386867 |
| 2013-10-01 | 30.4489799842247 |
| 2013-11-01 | 30.2423891902376 |
| 2013-12-01 | 30.3744955021890 |
| 2014-01-01 | 30.1847941048051 |
| 2014-02-01 | 30.4850383473562 |
| 2014-03-01 | 30.7446449786737 |
| 2014-04-01 | 30.6574266599367 |
| 2014-05-01 | 30.5719929495797 |
| 2014-06-01 | 30.4527675267409 |
| 2014-07-01 | 30.5189311160492 |
| 2014-08-01 | 30.2558059149132 |
| 2014-09-01 | 30.5105803014805 |
| 2014-10-01 | 30.8045990766949 |
| 2014-11-01 | 30.8226045026569 |
| 2014-12-01 | 30.7390289678781 |
| 2015-01-01 | 30.8873202392540 |
| 2015-02-01 | 30.8832948374214 |
| 2015-03-01 | 30.9010655345838 |
| 2015-04-01 | 29.5623759328079 |
| 2015-05-01 | 30.3337819461260 |
| 2015-06-01 | 30.9399193838509 |
| 2015-07-01 | 31.2624844994370 |
| 2015-08-01 | 30.9897611466858 |
| 2015-09-01 | 30.9744518430044 |
| 2015-10-01 | 30.8371290040162 |
| 2015-11-01 | 31.1291166577572 |
| 2015-12-01 | 31.1566882959091 |
| 2016-01-01 | 31.3865660818713 |
| 2016-02-01 | 31.2029366482189 |
| 2016-03-01 | 31.1581754374105 |
| 2016-04-01 | 31.2006420191493 |
| 2016-05-01 | 31.4088374724579 |
| 2016-06-01 | 30.9407212207079 |
| 2016-07-01 | 31.3881670248374 |
| 2016-08-01 | 31.5092937943071 |
| 2016-09-01 | 31.2913981030234 |
| 2016-10-01 | 31.3483008689338 |
| 2016-11-01 | 30.9836730596508 |
| 2016-12-01 | 30.7495805316772 |
| 2017-01-01 | 30.7185119600668 |
| 2017-02-01 | 30.8294063918090 |
| 2017-03-01 | 30.8090828374654 |
| 2017-04-01 | 30.7772412327726 |
| 2017-05-01 | 30.6792749121939 |
| 2017-06-01 | 30.7014088912725 |
| 2017-07-01 | 30.5016720040776 |
| 2017-08-01 | 30.3624320499503 |
| 2017-09-01 | 30.4283405182945 |
| 2017-10-01 | 30.2203669610695 |
| 2017-11-01 | 30.2771530859019 |
| 2017-12-01 | 30.3006236387106 |
| 2018-01-01 | 30.2410628707853 |
| 2018-02-01 | 30.2530866021048 |
| 2018-03-01 | 30.2245686744959 |
| 2018-04-01 | 30.4379497271360 |
| 2018-05-01 | 30.2421173061919 |
| 2018-06-01 | 30.1847333271449 |
| 2018-07-01 | 30.2906208381180 |
| 2018-08-01 | 30.2481491026883 |
| 2018-09-01 | 30.2101797319505 |
| 2018-10-01 | 30.1156179728959 |
| 2018-11-01 | 30.2975182759214 |
| 2018-12-01 | 30.4756668105810 |
| 2019-01-01 | 30.4477970887227 |
| 2019-02-01 | 30.4770471483025 |
| 2019-03-01 | 30.6396741835147 |
| 2019-04-01 | 30.8610685803146 |
| 2019-05-01 | 30.6715139737641 |
| 2019-06-01 | 30.7339733881954 |
| 2019-07-01 | 30.6710274990624 |
| 2019-08-01 | 30.7295078809676 |
| 2019-09-01 | 30.6960943564276 |
| 2019-10-01 | 30.6847445434599 |
| 2019-11-01 | 30.9349834301426 |
| 2019-12-01 | 30.8830599588820 |
| 2020-01-01 | 31.0278849221158 |
| 2020-02-01 | 31.2929717383006 |
| 2020-03-01 | 31.1099934499343 |
| 2020-04-01 | 28.4232283831371 |
| 2020-05-01 | 30.7506382817208 |
| 2020-06-01 | 30.6920807745323 |
| 2020-07-01 | 31.1473831196387 |
| 2020-08-01 | 30.3939643687145 |
| 2020-09-01 | 30.3444157192643 |
| 2020-10-01 | 30.4250195214974 |
| 2020-11-01 | 30.0920546355967 |
| 2020-12-01 | 30.1055870210604 |
| 2021-01-01 | 30.1259165395807 |
| 2021-02-01 | 30.1144510757159 |
| 2021-03-01 | 30.2169466358156 |
| 2021-04-01 | 30.2025536946971 |
| 2021-05-01 | 32.6745078967068 |
| 2021-06-01 | 30.6444728235642 |
| 2021-07-01 | 30.6515280010183 |
| 2021-08-01 | 30.6411633284799 |
| 2021-09-01 | 30.4492588452098 |
| 2021-10-01 | 30.8498373925971 |
| 2021-11-01 | 30.5160021581572 |
| 2021-12-01 | 30.7481698906494 |
| 2022-01-01 | 30.8062837348702 |
| 2022-02-01 | 30.9066248056898 |
| 2022-03-01 | 31.0075338666984 |
| 2022-04-01 | 31.3413442270670 |
| 2022-05-01 | 31.6127560333100 |
| 2022-06-01 | 31.5426753879050 |
| 2022-07-01 | 31.6020418629402 |
| 2022-08-01 | 31.6135814573321 |
| 2022-09-01 | 31.7177247601493 |
| 2022-10-01 | 31.6209700202553 |
| 2022-11-01 | 31.8061029755487 |
| 2022-12-01 | 31.8937407644700 |
| 2023-01-01 | 31.7615551821374 |
| 2023-02-01 | 31.8712481308279 |
| 2023-03-01 | 31.8283080449614 |
| 2023-04-01 | 31.8604692405598 |
| 2023-05-01 | 32.0117876331161 |
| 2023-06-01 | 31.8582044395621 |
| 2023-07-01 | 31.8102442212821 |
| 2023-08-01 | 31.7893289708110 |
| 2023-09-01 | 31.7027475551969 |
| 2023-10-01 | 31.3908998589904 |
| 2023-11-01 | 31.4912225376685 |
| 2023-12-01 | 31.2669047949224 |
| 2024-01-01 | 31.3589001480637 |
| 2024-02-01 | 31.2993519274298 |
| 2024-03-01 | 31.2998241464659 |
| 2024-04-01 | 31.1482572588036 |
| 2024-05-01 | 31.3766505786333 |
| 2024-06-01 | 31.0746317215100 |
| 2024-07-01 | 31.1486003473733 |
| 2024-08-01 | 31.0087095977322 |
| 2024-09-01 | 31.0267455057008 |
| 2024-10-01 | 31.1212780238902 |
| 2024-11-01 | 30.9995865644419 |
| 2024-12-01 | 31.0068976751093 |
| 2025-01-01 | 30.9246267731666 |
| 2025-02-01 | 30.9145114257452 |
| 2025-03-01 | 30.9609583088667 |
| 2025-04-01 | 30.9061714833118 |
| 2025-05-01 | 30.6663961631231 |
| 2025-06-01 | 30.6788139536637 |
| 2025-07-01 | 30.5169006607541 |
| 2025-08-01 | 30.5390773920659 |
| 2025-09-01 | 30.3921622740402 |
| 2025-10-01 | 30.2679810852383 |
| 2025-11-01 | 30.1217002987623 |
| 2025-12-01 | 30.0299793880678 |
| 2026-01-01 | 29.9491527146570 |
| 2026-02-01 | 29.5940065952564 |
| 2026-03-01 | 29.7253277670957 |
| 2026-04-01 | 29.8433816625874 |
| 2026-05-01 | 30.0422041164178 |
| 2026-06-01 | 30.1004731106781 |