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 2026-09-01 |
| Last Updated | 2026-10-20 10:18 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 | 25.4302234051 |
| 1990-02-01 | 24.9306255245 |
| 1990-03-01 | 25.6765754788 |
| 1990-04-01 | 25.7464724075 |
| 1990-05-01 | 25.8461180427 |
| 1990-06-01 | 25.9148636779 |
| 1990-07-01 | 26.0283682341 |
| 1990-08-01 | 25.9284897941 |
| 1990-09-01 | 25.7407703105 |
| 1990-10-01 | 25.7083044377 |
| 1990-11-01 | 25.6880483155 |
| 1990-12-01 | 25.6366450211 |
| 1991-01-01 | 25.3628294957 |
| 1991-02-01 | 25.0092796670 |
| 1991-03-01 | 25.5339334240 |
| 1991-04-01 | 25.7015827557 |
| 1991-05-01 | 25.8656899928 |
| 1991-06-01 | 26.0265098449 |
| 1991-07-01 | 25.7828157493 |
| 1991-08-01 | 25.6659407668 |
| 1991-09-01 | 25.5755782107 |
| 1991-10-01 | 25.4515328154 |
| 1991-11-01 | 25.4544260839 |
| 1991-12-01 | 25.2441436101 |
| 1992-01-01 | 25.5417193131 |
| 1992-02-01 | 25.4529781553 |
| 1992-03-01 | 25.8177130017 |
| 1992-04-01 | 27.5930735516 |
| 1992-05-01 | 27.9951327182 |
| 1992-06-01 | 29.4728151512 |
| 1992-07-01 | 30.3829972168 |
| 1992-08-01 | 31.1417744674 |
| 1992-09-01 | 32.1278610045 |
| 1992-10-01 | 32.7064724047 |
| 1992-11-01 | 33.1832624383 |
| 1992-12-01 | 33.7212146752 |
| 1993-01-01 | 31.1334555880 |
| 1993-02-01 | 31.2650047800 |
| 1993-03-01 | 31.1718889087 |
| 1993-04-01 | 31.3267686717 |
| 1993-05-01 | 31.3454680067 |
| 1993-06-01 | 31.5174226575 |
| 1993-07-01 | 31.5392066869 |
| 1993-08-01 | 31.4846059190 |
| 1993-09-01 | 31.2387746628 |
| 1993-10-01 | 31.1912120504 |
| 1993-11-01 | 31.3223051024 |
| 1993-12-01 | 31.2140015555 |
| 1994-01-01 | 31.4882611940 |
| 1994-02-01 | 31.5617090238 |
| 1994-03-01 | 31.5789635677 |
| 1994-04-01 | 31.5661768414 |
| 1994-05-01 | 31.5049783527 |
| 1994-06-01 | 31.1633281019 |
| 1994-07-01 | 30.9780342731 |
| 1994-08-01 | 30.9215426552 |
| 1994-09-01 | 31.2751234006 |
| 1994-10-01 | 31.2425918238 |
| 1994-11-01 | 31.1151788309 |
| 1994-12-01 | 30.3708857986 |
| 1995-01-01 | 31.6801854471 |
| 1995-02-01 | 32.2448982595 |
| 1995-03-01 | 32.1059458468 |
| 1995-04-01 | 32.1540915766 |
| 1995-05-01 | 32.1159483212 |
| 1995-06-01 | 32.1871683865 |
| 1995-07-01 | 32.3217329149 |
| 1995-08-01 | 32.3777930756 |
| 1995-09-01 | 32.2614922474 |
| 1995-10-01 | 32.1921113330 |
| 1995-11-01 | 32.1146576987 |
| 1995-12-01 | 31.6813959987 |
| 1996-01-01 | 31.6598339853 |
| 1996-02-01 | 32.3802948762 |
| 1996-03-01 | 32.4393114895 |
| 1996-04-01 | 32.0024262719 |
| 1996-05-01 | 32.1275520912 |
| 1996-06-01 | 32.2942714781 |
| 1996-07-01 | 32.1475053473 |
| 1996-08-01 | 32.1250867586 |
| 1996-09-01 | 32.0170426951 |
| 1996-10-01 | 32.1923161230 |
| 1996-11-01 | 32.6270328618 |
| 1996-12-01 | 32.3604025640 |
| 1997-01-01 | 32.1741897719 |
| 1997-02-01 | 31.7833525520 |
| 1997-03-01 | 31.7679581698 |
| 1997-04-01 | 32.0275375915 |
| 1997-05-01 | 32.0371913918 |
| 1997-06-01 | 32.0916575519 |
| 1997-07-01 | 32.4480350356 |
| 1997-08-01 | 32.6745837778 |
| 1997-09-01 | 32.8551208646 |
| 1997-10-01 | 33.2474997308 |
| 1997-11-01 | 33.4975753325 |
| 1997-12-01 | 32.9777585971 |
| 1998-01-01 | 33.2923640378 |
| 1998-02-01 | 33.1065406290 |
| 1998-03-01 | 33.0363321692 |
| 1998-04-01 | 33.0064338801 |
| 1998-05-01 | 33.0897333517 |
| 1998-06-01 | 33.1547709531 |
| 1998-07-01 | 33.4456650780 |
| 1998-08-01 | 33.7241728414 |
| 1998-09-01 | 33.9418753387 |
| 1998-10-01 | 33.2886192407 |
| 1998-11-01 | 33.5498201635 |
| 1998-12-01 | 33.9622777889 |
| 1999-01-01 | 34.0091750992 |
| 1999-02-01 | 34.4594410503 |
| 1999-03-01 | 34.7981751136 |
| 1999-04-01 | 35.0319456810 |
| 1999-05-01 | 35.3253679335 |
| 1999-06-01 | 35.7317764605 |
| 1999-07-01 | 35.9252731089 |
| 1999-08-01 | 35.9605834160 |
| 1999-09-01 | 35.9618408347 |
| 1999-10-01 | 36.2831625567 |
| 1999-11-01 | 36.1879153146 |
| 1999-12-01 | 36.4345865094 |
| 2000-01-01 | 36.0967651943 |
| 2000-02-01 | 35.9036585656 |
| 2000-03-01 | 35.7853993624 |
| 2000-04-01 | 35.9800439763 |
| 2000-05-01 | 35.7420453119 |
| 2000-06-01 | 35.6500418912 |
| 2000-07-01 | 35.3790875272 |
| 2000-08-01 | 35.4448811839 |
| 2000-09-01 | 35.8856952961 |
| 2000-10-01 | 35.6889711052 |
| 2000-11-01 | 35.7626265840 |
| 2000-12-01 | 35.7686594731 |
| 2001-01-01 | 35.5957468718 |
| 2001-02-01 | 35.4802651227 |
| 2001-03-01 | 35.4040183369 |
| 2001-04-01 | 35.2085701082 |
| 2001-05-01 | 35.0141055419 |
| 2001-06-01 | 34.8541282495 |
| 2001-07-01 | 34.8070673765 |
| 2001-08-01 | 34.7087399873 |
| 2001-09-01 | 34.3687998658 |
| 2001-10-01 | 34.1293019094 |
| 2001-11-01 | 33.6726673986 |
| 2001-12-01 | 33.6914467390 |
| 2002-01-01 | 33.4138774621 |
| 2002-02-01 | 33.4016374035 |
| 2002-03-01 | 33.2151364025 |
| 2002-04-01 | 33.1941447480 |
| 2002-05-01 | 33.8120087594 |
| 2002-06-01 | 33.7099172336 |
| 2002-07-01 | 33.0520801354 |
| 2002-08-01 | 32.8970506050 |
| 2002-09-01 | 32.7262002271 |
| 2002-10-01 | 32.5853244157 |
| 2002-11-01 | 33.1991282674 |
| 2002-12-01 | 32.1194758562 |
| 2003-01-01 | 31.9796575525 |
| 2003-02-01 | 31.6061067958 |
| 2003-03-01 | 31.4598315014 |
| 2003-04-01 | 30.9771719332 |
| 2003-05-01 | 30.6735411020 |
| 2003-06-01 | 30.0981461243 |
| 2003-07-01 | 30.3895516044 |
| 2003-08-01 | 30.2755144903 |
| 2003-09-01 | 30.0830254280 |
| 2003-10-01 | 30.0949977988 |
| 2003-11-01 | 31.1471221022 |
| 2003-12-01 | 29.3994245051 |
| 2004-01-01 | 29.7674166436 |
| 2004-02-01 | 29.7061191567 |
| 2004-03-01 | 29.7897443771 |
| 2004-04-01 | 29.5115913301 |
| 2004-05-01 | 29.5898755898 |
| 2004-06-01 | 29.5871195636 |
| 2004-07-01 | 29.6745736094 |
| 2004-08-01 | 29.7702432346 |
| 2004-09-01 | 30.1035200927 |
| 2004-10-01 | 30.0083324282 |
| 2004-11-01 | 30.3905817561 |
| 2004-12-01 | 30.1440400951 |
| 2005-01-01 | 30.1937183896 |
| 2005-02-01 | 30.0138468169 |
| 2005-03-01 | 29.6747192889 |
| 2005-04-01 | 30.1272015389 |
| 2005-05-01 | 29.9695012060 |
| 2005-06-01 | 30.2868006072 |
| 2005-07-01 | 30.4642170652 |
| 2005-08-01 | 30.5024181106 |
| 2005-09-01 | 30.5195770705 |
| 2005-10-01 | 30.6703665936 |
| 2005-11-01 | 30.4749400139 |
| 2005-12-01 | 30.8779332412 |
| 2006-01-01 | 30.9131484170 |
| 2006-02-01 | 31.0867640072 |
| 2006-03-01 | 31.1406010314 |
| 2006-04-01 | 31.2861517803 |
| 2006-05-01 | 31.3939919820 |
| 2006-06-01 | 31.4473275016 |
| 2006-07-01 | 31.5649700539 |
| 2006-08-01 | 31.6866356907 |
| 2006-09-01 | 31.7825981637 |
| 2006-10-01 | 31.8044627833 |
| 2006-11-01 | 32.2681689509 |
| 2006-12-01 | 33.0757350280 |
| 2007-01-01 | 33.4159625086 |
| 2007-02-01 | 33.1704629053 |
| 2007-03-01 | 33.1579771885 |
| 2007-04-01 | 32.9811087432 |
| 2007-05-01 | 33.1426602793 |
| 2007-06-01 | 32.7569227388 |
| 2007-07-01 | 32.7683405154 |
| 2007-08-01 | 32.8933622881 |
| 2007-09-01 | 33.0772622435 |
| 2007-10-01 | 33.1524389164 |
| 2007-11-01 | 32.2906184163 |
| 2007-12-01 | 33.5630607053 |
| 2008-01-01 | 34.0479832600 |
| 2008-02-01 | 34.2657150802 |
| 2008-03-01 | 33.6086078322 |
| 2008-04-01 | 33.4857121544 |
| 2008-05-01 | 33.4210064158 |
| 2008-06-01 | 33.5744475448 |
| 2008-07-01 | 33.2215004470 |
| 2008-08-01 | 33.3167013347 |
| 2008-09-01 | 33.1908797393 |
| 2008-10-01 | 32.6462347841 |
| 2008-11-01 | 32.8772410174 |
| 2008-12-01 | 32.9022841871 |
| 2009-01-01 | 33.1214099982 |
| 2009-02-01 | 32.7903477726 |
| 2009-03-01 | 32.1041370506 |
| 2009-04-01 | 32.2684817611 |
| 2009-05-01 | 32.0368575363 |
| 2009-06-01 | 32.0601604304 |
| 2009-07-01 | 32.0343681331 |
| 2009-08-01 | 31.8062810185 |
| 2009-09-01 | 31.6839524815 |
| 2009-10-01 | 31.7734979913 |
| 2009-11-01 | 33.3482263111 |
| 2009-12-01 | 31.7554973618 |
| 2010-01-01 | 31.7355574846 |
| 2010-02-01 | 31.5426527318 |
| 2010-03-01 | 31.7232751052 |
| 2010-04-01 | 31.6620157303 |
| 2010-05-01 | 31.4567137456 |
| 2010-06-01 | 31.3970428371 |
| 2010-07-01 | 31.4470777546 |
| 2010-08-01 | 31.2484695141 |
| 2010-09-01 | 31.1676792880 |
| 2010-10-01 | 30.8771531708 |
| 2010-11-01 | 30.1555332082 |
| 2010-12-01 | 29.9639850986 |
| 2011-01-01 | 30.9256839698 |
| 2011-02-01 | 30.9462024394 |
| 2011-03-01 | 31.1728981365 |
| 2011-04-01 | 31.2036830094 |
| 2011-05-01 | 31.2619370194 |
| 2011-06-01 | 31.0805373171 |
| 2011-07-01 | 31.1239422565 |
| 2011-08-01 | 30.9054476994 |
| 2011-09-01 | 30.9492935259 |
| 2011-10-01 | 30.4811788670 |
| 2011-11-01 | 31.1755680072 |
| 2011-12-01 | 30.9165287210 |
| 2012-01-01 | 30.9453463328 |
| 2012-02-01 | 30.9103283021 |
| 2012-03-01 | 31.0210129977 |
| 2012-04-01 | 30.9008550018 |
| 2012-05-01 | 30.7818065962 |
| 2012-06-01 | 30.7206776761 |
| 2012-07-01 | 30.5506750623 |
| 2012-08-01 | 30.6697839593 |
| 2012-09-01 | 30.3143761220 |
| 2012-10-01 | 30.4854204565 |
| 2012-11-01 | 30.7554674885 |
| 2012-12-01 | 29.7866857076 |
| 2013-01-01 | 29.6040550156 |
| 2013-02-01 | 30.4953259444 |
| 2013-03-01 | 30.3467871958 |
| 2013-04-01 | 31.3616251050 |
| 2013-05-01 | 31.2374920088 |
| 2013-06-01 | 31.0562383597 |
| 2013-07-01 | 30.8541673858 |
| 2013-08-01 | 30.8718772486 |
| 2013-09-01 | 30.8485017848 |
| 2013-10-01 | 30.4489995812 |
| 2013-11-01 | 30.2423448895 |
| 2013-12-01 | 30.3745164998 |
| 2014-01-01 | 30.1848221098 |
| 2014-02-01 | 30.4850629643 |
| 2014-03-01 | 30.7446719882 |
| 2014-04-01 | 30.6573014934 |
| 2014-05-01 | 30.5720208105 |
| 2014-06-01 | 30.4528004960 |
| 2014-07-01 | 30.5188918896 |
| 2014-08-01 | 30.2558141366 |
| 2014-09-01 | 30.5105945927 |
| 2014-10-01 | 30.8046037041 |
| 2014-11-01 | 30.8225870074 |
| 2014-12-01 | 30.7390432456 |
| 2015-01-01 | 30.8873527961 |
| 2015-02-01 | 30.8833272359 |
| 2015-03-01 | 30.9011081623 |
| 2015-04-01 | 29.5622131541 |
| 2015-05-01 | 30.3338037163 |
| 2015-06-01 | 30.9399833133 |
| 2015-07-01 | 31.2624312686 |
| 2015-08-01 | 30.9897811962 |
| 2015-09-01 | 30.9744677274 |
| 2015-10-01 | 30.8371171199 |
| 2015-11-01 | 31.1291092087 |
| 2015-12-01 | 31.1566780491 |
| 2016-01-01 | 31.3865809174 |
| 2016-02-01 | 31.2029477437 |
| 2016-03-01 | 31.1581988750 |
| 2016-04-01 | 31.2005887915 |
| 2016-05-01 | 31.4088550688 |
| 2016-06-01 | 30.9407921070 |
| 2016-07-01 | 31.3881464701 |
| 2016-08-01 | 31.5093214703 |
| 2016-09-01 | 31.2914194119 |
| 2016-10-01 | 31.3481672986 |
| 2016-11-01 | 30.9836544030 |
| 2016-12-01 | 30.7495503736 |
| 2017-01-01 | 30.7184961671 |
| 2017-02-01 | 30.8293860854 |
| 2017-03-01 | 30.8090763169 |
| 2017-04-01 | 30.7774446674 |
| 2017-05-01 | 30.6793144288 |
| 2017-06-01 | 30.7014873988 |
| 2017-07-01 | 30.5016878839 |
| 2017-08-01 | 30.3624479316 |
| 2017-09-01 | 30.4283205725 |
| 2017-10-01 | 30.2200661673 |
| 2017-11-01 | 30.2770697794 |
| 2017-12-01 | 30.3005487131 |
| 2018-01-01 | 30.2410263795 |
| 2018-02-01 | 30.2529676341 |
| 2018-03-01 | 30.2245988973 |
| 2018-04-01 | 30.4384844330 |
| 2018-05-01 | 30.2422717199 |
| 2018-06-01 | 30.1848978502 |
| 2018-07-01 | 30.2907664220 |
| 2018-08-01 | 30.2481899202 |
| 2018-09-01 | 30.2101328419 |
| 2018-10-01 | 30.1146332740 |
| 2018-11-01 | 30.2973339462 |
| 2018-12-01 | 30.4755035557 |
| 2019-01-01 | 30.4477262792 |
| 2019-02-01 | 30.4768736434 |
| 2019-03-01 | 30.6398737586 |
| 2019-04-01 | 30.8620398021 |
| 2019-05-01 | 30.6721392314 |
| 2019-06-01 | 30.7339702142 |
| 2019-07-01 | 30.6716425840 |
| 2019-08-01 | 30.7299193242 |
| 2019-09-01 | 30.6963088515 |
| 2019-10-01 | 30.6813629833 |
| 2019-11-01 | 30.9348774697 |
| 2019-12-01 | 30.8828080953 |
| 2020-01-01 | 31.0276986257 |
| 2020-02-01 | 31.2926207794 |
| 2020-03-01 | 31.1107973034 |
| 2020-04-01 | 28.4242020797 |
| 2020-05-01 | 30.7533507582 |
| 2020-06-01 | 30.6918111203 |
| 2020-07-01 | 31.1483367227 |
| 2020-08-01 | 30.3945583700 |
| 2020-09-01 | 30.3446736860 |
| 2020-10-01 | 30.4190168258 |
| 2020-11-01 | 30.0918079053 |
| 2020-12-01 | 30.1050370714 |
| 2021-01-01 | 30.1254171546 |
| 2021-02-01 | 30.1138835814 |
| 2021-03-01 | 30.2179624831 |
| 2021-04-01 | 30.2031499380 |
| 2021-05-01 | 32.6817581451 |
| 2021-06-01 | 30.6437550643 |
| 2021-07-01 | 30.6528632254 |
| 2021-08-01 | 30.6423808835 |
| 2021-09-01 | 30.4502293111 |
| 2021-10-01 | 30.8378285531 |
| 2021-11-01 | 30.5160796038 |
| 2021-12-01 | 30.7472877634 |
| 2022-01-01 | 30.8053314903 |
| 2022-02-01 | 30.9055328974 |
| 2022-03-01 | 31.0085114848 |
| 2022-04-01 | 31.3413476456 |
| 2022-05-01 | 31.6286126508 |
| 2022-06-01 | 31.5425634902 |
| 2022-07-01 | 31.6031937495 |
| 2022-08-01 | 31.6141684832 |
| 2022-09-01 | 31.7173469785 |
| 2022-10-01 | 31.6045227926 |
| 2022-11-01 | 31.8038857223 |
| 2022-12-01 | 31.8909020100 |
| 2023-01-01 | 31.7598605359 |
| 2023-02-01 | 31.8707024046 |
| 2023-03-01 | 31.8304185623 |
| 2023-04-01 | 31.8631505550 |
| 2023-05-01 | 32.0358195134 |
| 2023-06-01 | 31.8606313879 |
| 2023-07-01 | 31.8112991803 |
| 2023-08-01 | 31.7926971529 |
| 2023-09-01 | 31.6973313709 |
| 2023-10-01 | 31.3655162281 |
| 2023-11-01 | 31.4827166710 |
| 2023-12-01 | 31.2596019725 |
| 2024-01-01 | 31.3559461403 |
| 2024-02-01 | 31.2985783095 |
| 2024-03-01 | 31.3091089445 |
| 2024-04-01 | 31.1597256173 |
| 2024-05-01 | 31.4126104953 |
| 2024-06-01 | 31.0836013376 |
| 2024-07-01 | 31.1473092992 |
| 2024-08-01 | 31.0235439475 |
| 2024-09-01 | 30.9954309858 |
| 2024-10-01 | 31.0831006848 |
| 2024-11-01 | 30.9789028683 |
| 2024-12-01 | 30.9968222014 |
| 2025-01-01 | 30.9272290880 |
| 2025-02-01 | 30.9062055793 |
| 2025-03-01 | 30.9886566403 |
| 2025-04-01 | 30.9370976671 |
| 2025-05-01 | 30.7153831461 |
| 2025-06-01 | 30.6951090000 |
| 2025-07-01 | 30.5089299458 |
| 2025-08-01 | 30.5654430985 |
| 2025-09-01 | 30.3231247305 |
| 2025-10-01 | 30.2132741435 |
| 2025-11-01 | 30.0904601727 |
| 2025-12-01 | 30.0205157172 |
| 2026-01-01 | 29.9612468813 |
| 2026-02-01 | 29.5748707210 |
| 2026-03-01 | 29.7743989484 |
| 2026-04-01 | 29.8942630295 |
| 2026-05-01 | 30.1073647951 |
| 2026-06-01 | 30.2229785273 |
| 2026-07-01 | 30.2738781834 |
| 2026-08-01 | 30.2491672605 |
| 2026-09-01 | 30.3731356313 |