Table Data - All Employees: Professional and Business Services in Akron, OH (MSA)
| Title | All Employees: Professional and Business Services in Akron, OH (MSA) |
|---|---|
| Series ID | AKRO439PBSV |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-09-01 |
| Last Updated | 2026-10-20 9:41 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 | 26.7228767421 |
| 1990-02-01 | 26.7931487106 |
| 1990-03-01 | 26.9192339369 |
| 1990-04-01 | 26.8211709271 |
| 1990-05-01 | 26.7698322642 |
| 1990-06-01 | 26.7991595893 |
| 1990-07-01 | 26.9893992141 |
| 1990-08-01 | 26.9233152432 |
| 1990-09-01 | 27.0333567376 |
| 1990-10-01 | 26.9885015103 |
| 1990-11-01 | 27.0893633795 |
| 1990-12-01 | 27.0779777264 |
| 1991-01-01 | 27.0034623488 |
| 1991-02-01 | 26.9755102482 |
| 1991-03-01 | 26.6860230278 |
| 1991-04-01 | 26.7411451173 |
| 1991-05-01 | 26.5928726403 |
| 1991-06-01 | 26.5927046078 |
| 1991-07-01 | 26.9812981644 |
| 1991-08-01 | 27.0403797612 |
| 1991-09-01 | 27.2476852981 |
| 1991-10-01 | 26.8010172372 |
| 1991-11-01 | 26.8957627491 |
| 1991-12-01 | 26.8933863743 |
| 1992-01-01 | 28.7594269279 |
| 1992-02-01 | 28.7392404540 |
| 1992-03-01 | 28.4345440327 |
| 1992-04-01 | 29.1760169957 |
| 1992-05-01 | 29.4312627795 |
| 1992-06-01 | 29.4129210320 |
| 1992-07-01 | 28.9698439934 |
| 1992-08-01 | 29.2402789557 |
| 1992-09-01 | 29.1637276656 |
| 1992-10-01 | 29.7334682168 |
| 1992-11-01 | 29.4979987207 |
| 1992-12-01 | 29.5946164341 |
| 1993-01-01 | 31.3820362966 |
| 1993-02-01 | 31.6102826000 |
| 1993-03-01 | 31.6676519710 |
| 1993-04-01 | 32.4507628475 |
| 1993-05-01 | 32.3824512367 |
| 1993-06-01 | 32.4514872219 |
| 1993-07-01 | 32.3620158731 |
| 1993-08-01 | 32.6259051821 |
| 1993-09-01 | 32.8720443619 |
| 1993-10-01 | 33.5554080472 |
| 1993-11-01 | 33.7806186330 |
| 1993-12-01 | 34.0713977332 |
| 1994-01-01 | 34.5146098644 |
| 1994-02-01 | 35.2924045364 |
| 1994-03-01 | 35.0097035531 |
| 1994-04-01 | 34.3339078823 |
| 1994-05-01 | 34.2549861459 |
| 1994-06-01 | 34.7182263608 |
| 1994-07-01 | 34.8391396724 |
| 1994-08-01 | 34.6021481884 |
| 1994-09-01 | 35.1546298388 |
| 1994-10-01 | 34.0607782477 |
| 1994-11-01 | 34.6684425210 |
| 1994-12-01 | 34.6286604350 |
| 1995-01-01 | 35.0589652442 |
| 1995-02-01 | 35.5876985588 |
| 1995-03-01 | 35.9875311318 |
| 1995-04-01 | 36.2052567787 |
| 1995-05-01 | 36.3361706060 |
| 1995-06-01 | 36.2716019424 |
| 1995-07-01 | 36.7185186720 |
| 1995-08-01 | 36.7726995795 |
| 1995-09-01 | 36.4166105368 |
| 1995-10-01 | 35.9567537137 |
| 1995-11-01 | 36.1485650749 |
| 1995-12-01 | 36.1859444089 |
| 1996-01-01 | 36.2516568536 |
| 1996-02-01 | 35.7799175510 |
| 1996-03-01 | 35.7069799509 |
| 1996-04-01 | 35.5311660508 |
| 1996-05-01 | 35.9067416580 |
| 1996-06-01 | 35.7249157824 |
| 1996-07-01 | 35.7964043384 |
| 1996-08-01 | 36.1329040234 |
| 1996-09-01 | 36.3814488228 |
| 1996-10-01 | 37.2461401024 |
| 1996-11-01 | 37.2180438400 |
| 1996-12-01 | 36.8384754287 |
| 1997-01-01 | 35.5723918803 |
| 1997-02-01 | 36.2052090428 |
| 1997-03-01 | 36.3660941679 |
| 1997-04-01 | 35.5221068328 |
| 1997-05-01 | 35.7427089730 |
| 1997-06-01 | 36.0317381638 |
| 1997-07-01 | 36.4109453101 |
| 1997-08-01 | 36.3049468485 |
| 1997-09-01 | 36.6559666277 |
| 1997-10-01 | 36.7045232891 |
| 1997-11-01 | 36.1744359366 |
| 1997-12-01 | 36.3858092822 |
| 1998-01-01 | 36.4402102964 |
| 1998-02-01 | 36.6434080045 |
| 1998-03-01 | 36.3410828107 |
| 1998-04-01 | 37.1074068831 |
| 1998-05-01 | 36.9567108834 |
| 1998-06-01 | 36.8994666827 |
| 1998-07-01 | 36.5382517596 |
| 1998-08-01 | 36.6054879216 |
| 1998-09-01 | 36.3410831339 |
| 1998-10-01 | 36.2306260519 |
| 1998-11-01 | 36.6272268951 |
| 1998-12-01 | 36.9244904119 |
| 1999-01-01 | 37.5227984406 |
| 1999-02-01 | 38.0915377730 |
| 1999-03-01 | 38.1104053736 |
| 1999-04-01 | 38.1035423619 |
| 1999-05-01 | 38.0731344804 |
| 1999-06-01 | 38.0629920682 |
| 1999-07-01 | 38.8593220521 |
| 1999-08-01 | 38.2048725237 |
| 1999-09-01 | 38.0006040684 |
| 1999-10-01 | 38.4774743178 |
| 1999-11-01 | 38.7889920244 |
| 1999-12-01 | 38.5794731189 |
| 2000-01-01 | 38.6017077686 |
| 2000-02-01 | 38.4241744783 |
| 2000-03-01 | 38.8571455844 |
| 2000-04-01 | 39.6276111798 |
| 2000-05-01 | 38.8695433627 |
| 2000-06-01 | 39.0697123661 |
| 2000-07-01 | 39.0519075865 |
| 2000-08-01 | 38.8792489966 |
| 2000-09-01 | 38.8501294692 |
| 2000-10-01 | 38.4704421320 |
| 2000-11-01 | 37.9610307810 |
| 2000-12-01 | 37.8460550084 |
| 2001-01-01 | 37.5430370495 |
| 2001-02-01 | 37.4745799450 |
| 2001-03-01 | 37.3859373071 |
| 2001-04-01 | 37.8445187117 |
| 2001-05-01 | 38.7761999081 |
| 2001-06-01 | 38.8947672445 |
| 2001-07-01 | 38.5061875590 |
| 2001-08-01 | 38.8392002750 |
| 2001-09-01 | 39.2735556845 |
| 2001-10-01 | 40.0076598910 |
| 2001-11-01 | 40.6788431969 |
| 2001-12-01 | 40.8482760740 |
| 2002-01-01 | 40.0548738500 |
| 2002-02-01 | 40.0960635745 |
| 2002-03-01 | 40.1373217158 |
| 2002-04-01 | 39.4454559117 |
| 2002-05-01 | 39.1580401894 |
| 2002-06-01 | 39.1205258178 |
| 2002-07-01 | 39.5246521634 |
| 2002-08-01 | 39.7860081981 |
| 2002-09-01 | 40.1208910955 |
| 2002-10-01 | 40.2757390777 |
| 2002-11-01 | 39.4322466726 |
| 2002-12-01 | 39.6736433573 |
| 2003-01-01 | 41.4529930494 |
| 2003-02-01 | 41.9146869674 |
| 2003-03-01 | 41.2070164614 |
| 2003-04-01 | 41.2850697555 |
| 2003-05-01 | 41.7382727089 |
| 2003-06-01 | 41.5331063756 |
| 2003-07-01 | 41.9040917634 |
| 2003-08-01 | 42.2246224426 |
| 2003-09-01 | 42.2752592694 |
| 2003-10-01 | 42.0847281092 |
| 2003-11-01 | 42.4347386408 |
| 2003-12-01 | 42.6326039883 |
| 2004-01-01 | 43.2535980169 |
| 2004-02-01 | 43.4094754641 |
| 2004-03-01 | 43.8856851641 |
| 2004-04-01 | 44.0890730951 |
| 2004-05-01 | 43.8585104414 |
| 2004-06-01 | 44.4378711399 |
| 2004-07-01 | 44.3898683270 |
| 2004-08-01 | 44.2699278533 |
| 2004-09-01 | 44.4712581162 |
| 2004-10-01 | 44.6143000189 |
| 2004-11-01 | 44.9455784618 |
| 2004-12-01 | 45.1920600760 |
| 2005-01-01 | 45.7570770952 |
| 2005-02-01 | 46.1972229392 |
| 2005-03-01 | 46.0229230598 |
| 2005-04-01 | 46.4751960887 |
| 2005-05-01 | 46.6881952626 |
| 2005-06-01 | 46.8218990264 |
| 2005-07-01 | 47.3135077730 |
| 2005-08-01 | 47.7583963341 |
| 2005-09-01 | 47.7709119487 |
| 2005-10-01 | 49.1190651994 |
| 2005-11-01 | 48.7581586158 |
| 2005-12-01 | 48.9298951452 |
| 2006-01-01 | 48.3719381339 |
| 2006-02-01 | 48.7484166016 |
| 2006-03-01 | 48.9418496724 |
| 2006-04-01 | 49.4852096267 |
| 2006-05-01 | 49.7914387145 |
| 2006-06-01 | 50.2067867132 |
| 2006-07-01 | 50.5255863899 |
| 2006-08-01 | 50.9795549814 |
| 2006-09-01 | 50.6059309146 |
| 2006-10-01 | 50.2785207138 |
| 2006-11-01 | 50.1139350890 |
| 2006-12-01 | 50.1414876863 |
| 2007-01-01 | 49.8889781591 |
| 2007-02-01 | 49.9784325745 |
| 2007-03-01 | 49.8014042781 |
| 2007-04-01 | 50.8256642706 |
| 2007-05-01 | 51.2478767135 |
| 2007-06-01 | 51.9119929337 |
| 2007-07-01 | 51.6796823021 |
| 2007-08-01 | 51.8454266507 |
| 2007-09-01 | 52.1340306592 |
| 2007-10-01 | 52.2787457074 |
| 2007-11-01 | 52.5233157961 |
| 2007-12-01 | 52.7504297998 |
| 2008-01-01 | 53.7158524537 |
| 2008-02-01 | 54.2017426596 |
| 2008-03-01 | 54.0243137589 |
| 2008-04-01 | 53.7950408891 |
| 2008-05-01 | 53.6118387805 |
| 2008-06-01 | 53.2265288269 |
| 2008-07-01 | 52.9632313890 |
| 2008-08-01 | 52.9270636880 |
| 2008-09-01 | 52.5941772744 |
| 2008-10-01 | 52.1319293716 |
| 2008-11-01 | 51.8030959074 |
| 2008-12-01 | 51.4896377206 |
| 2009-01-01 | 50.7204584942 |
| 2009-02-01 | 50.0130411915 |
| 2009-03-01 | 49.4334281523 |
| 2009-04-01 | 48.7799121911 |
| 2009-05-01 | 48.3143438445 |
| 2009-06-01 | 47.8122691637 |
| 2009-07-01 | 47.1556247486 |
| 2009-08-01 | 46.9151682951 |
| 2009-09-01 | 46.6566683186 |
| 2009-10-01 | 46.4540171174 |
| 2009-11-01 | 46.5589559452 |
| 2009-12-01 | 46.3554497603 |
| 2010-01-01 | 47.1228813880 |
| 2010-02-01 | 46.7462172802 |
| 2010-03-01 | 46.8659760352 |
| 2010-04-01 | 47.1831793070 |
| 2010-05-01 | 47.2132092538 |
| 2010-06-01 | 47.5768454374 |
| 2010-07-01 | 48.2176158737 |
| 2010-08-01 | 48.3645498732 |
| 2010-09-01 | 48.1346954277 |
| 2010-10-01 | 49.5687470757 |
| 2010-11-01 | 49.8165798285 |
| 2010-12-01 | 49.8720541687 |
| 2011-01-01 | 48.9019814408 |
| 2011-02-01 | 48.6034381321 |
| 2011-03-01 | 49.0307961895 |
| 2011-04-01 | 48.9860783532 |
| 2011-05-01 | 49.0169636917 |
| 2011-06-01 | 48.9365183996 |
| 2011-07-01 | 48.8302982116 |
| 2011-08-01 | 48.6819388512 |
| 2011-09-01 | 48.4883329538 |
| 2011-10-01 | 49.0974809137 |
| 2011-11-01 | 48.9832457112 |
| 2011-12-01 | 49.2876401367 |
| 2012-01-01 | 49.4053403365 |
| 2012-02-01 | 49.5996700413 |
| 2012-03-01 | 49.7256932466 |
| 2012-04-01 | 49.7900983396 |
| 2012-05-01 | 49.8970224767 |
| 2012-06-01 | 49.9960349784 |
| 2012-07-01 | 49.4989526072 |
| 2012-08-01 | 49.6671223464 |
| 2012-09-01 | 49.8363293519 |
| 2012-10-01 | 49.1419347894 |
| 2012-11-01 | 49.8877424808 |
| 2012-12-01 | 49.8096198550 |
| 2013-01-01 | 49.8912978689 |
| 2013-02-01 | 49.8880329600 |
| 2013-03-01 | 49.9694912239 |
| 2013-04-01 | 49.8714920968 |
| 2013-05-01 | 50.0647000307 |
| 2013-06-01 | 50.2918310939 |
| 2013-07-01 | 50.5573109713 |
| 2013-08-01 | 50.7346537036 |
| 2013-09-01 | 50.6553854985 |
| 2013-10-01 | 49.8141701756 |
| 2013-11-01 | 50.0728360503 |
| 2013-12-01 | 50.4889383720 |
| 2014-01-01 | 51.1888094018 |
| 2014-02-01 | 51.3021677994 |
| 2014-03-01 | 51.5524010565 |
| 2014-04-01 | 51.4532168970 |
| 2014-05-01 | 51.4204936070 |
| 2014-06-01 | 51.5045744661 |
| 2014-07-01 | 51.6198299320 |
| 2014-08-01 | 51.6897160022 |
| 2014-09-01 | 51.5459320181 |
| 2014-10-01 | 52.0127231315 |
| 2014-11-01 | 52.1387679179 |
| 2014-12-01 | 52.6362827891 |
| 2015-01-01 | 51.9851518143 |
| 2015-02-01 | 52.2310140360 |
| 2015-03-01 | 52.3410482540 |
| 2015-04-01 | 52.4336499649 |
| 2015-05-01 | 52.6059548848 |
| 2015-06-01 | 52.7360185957 |
| 2015-07-01 | 52.7804255361 |
| 2015-08-01 | 52.7520307628 |
| 2015-09-01 | 52.8363651460 |
| 2015-10-01 | 53.0089400667 |
| 2015-11-01 | 52.8734692131 |
| 2015-12-01 | 52.7138697161 |
| 2016-01-01 | 53.3959078741 |
| 2016-02-01 | 53.4860785796 |
| 2016-03-01 | 53.2250990457 |
| 2016-04-01 | 53.7502726647 |
| 2016-05-01 | 53.5981094195 |
| 2016-06-01 | 53.3603166407 |
| 2016-07-01 | 53.7589560524 |
| 2016-08-01 | 53.2104481510 |
| 2016-09-01 | 54.2297752519 |
| 2016-10-01 | 53.6084494132 |
| 2016-11-01 | 53.6190345226 |
| 2016-12-01 | 53.3605569992 |
| 2017-01-01 | 53.3769017653 |
| 2017-02-01 | 53.3339185304 |
| 2017-03-01 | 53.2829223282 |
| 2017-04-01 | 53.4936754185 |
| 2017-05-01 | 53.6117441915 |
| 2017-06-01 | 53.5021743225 |
| 2017-07-01 | 53.0473386022 |
| 2017-08-01 | 53.1640143736 |
| 2017-09-01 | 53.2367106445 |
| 2017-10-01 | 52.7161546416 |
| 2017-11-01 | 52.6645590842 |
| 2017-12-01 | 52.2871814515 |
| 2018-01-01 | 51.7503884262 |
| 2018-02-01 | 51.6667226915 |
| 2018-03-01 | 51.7010218783 |
| 2018-04-01 | 50.8643314928 |
| 2018-05-01 | 51.0236680492 |
| 2018-06-01 | 51.2473938644 |
| 2018-07-01 | 51.0386138614 |
| 2018-08-01 | 50.8202783181 |
| 2018-09-01 | 50.5451285297 |
| 2018-10-01 | 50.7439045096 |
| 2018-11-01 | 50.6426473563 |
| 2018-12-01 | 50.7434433779 |
| 2019-01-01 | 50.7119948589 |
| 2019-02-01 | 50.3657008326 |
| 2019-03-01 | 50.2661023995 |
| 2019-04-01 | 50.2172706156 |
| 2019-05-01 | 50.2610132631 |
| 2019-06-01 | 50.0844348808 |
| 2019-07-01 | 49.9064969952 |
| 2019-08-01 | 49.8836395456 |
| 2019-09-01 | 49.6873000084 |
| 2019-10-01 | 49.4746651008 |
| 2019-11-01 | 49.4726454775 |
| 2019-12-01 | 49.4287540462 |
| 2020-01-01 | 49.5809906515 |
| 2020-02-01 | 49.8337653797 |
| 2020-03-01 | 49.4984813382 |
| 2020-04-01 | 43.9382228738 |
| 2020-05-01 | 43.6842399965 |
| 2020-06-01 | 44.4965936197 |
| 2020-07-01 | 45.1607772200 |
| 2020-08-01 | 45.8755284159 |
| 2020-09-01 | 46.3218371967 |
| 2020-10-01 | 47.2161333008 |
| 2020-11-01 | 47.2567397180 |
| 2020-12-01 | 47.6770904041 |
| 2021-01-01 | 47.4451810206 |
| 2021-02-01 | 47.7811066996 |
| 2021-03-01 | 47.9138846883 |
| 2021-04-01 | 48.0125439494 |
| 2021-05-01 | 48.1980141538 |
| 2021-06-01 | 47.9912994594 |
| 2021-07-01 | 48.2093870722 |
| 2021-08-01 | 48.0767192526 |
| 2021-09-01 | 47.7513488609 |
| 2021-10-01 | 48.7650344594 |
| 2021-11-01 | 48.7643559552 |
| 2021-12-01 | 48.7650258091 |
| 2022-01-01 | 48.9149813752 |
| 2022-02-01 | 49.0330573253 |
| 2022-03-01 | 49.0287123950 |
| 2022-04-01 | 49.3546228378 |
| 2022-05-01 | 49.2900754784 |
| 2022-06-01 | 49.5664820307 |
| 2022-07-01 | 49.4696560601 |
| 2022-08-01 | 49.6017571174 |
| 2022-09-01 | 49.4687238799 |
| 2022-10-01 | 49.4148027367 |
| 2022-11-01 | 49.4476528064 |
| 2022-12-01 | 49.1659054231 |
| 2023-01-01 | 50.3842811548 |
| 2023-02-01 | 50.2068290078 |
| 2023-03-01 | 50.2445360434 |
| 2023-04-01 | 50.0035510114 |
| 2023-05-01 | 49.8043133736 |
| 2023-06-01 | 50.1085757915 |
| 2023-07-01 | 49.7620150276 |
| 2023-08-01 | 49.4171694984 |
| 2023-09-01 | 49.3874755298 |
| 2023-10-01 | 49.1479448672 |
| 2023-11-01 | 48.8068585312 |
| 2023-12-01 | 48.6325143334 |
| 2024-01-01 | 48.5473759808 |
| 2024-02-01 | 48.4970074275 |
| 2024-03-01 | 48.5896808665 |
| 2024-04-01 | 48.4746346234 |
| 2024-05-01 | 48.5200619581 |
| 2024-06-01 | 48.3654987755 |
| 2024-07-01 | 48.1703113189 |
| 2024-08-01 | 48.1367655999 |
| 2024-09-01 | 47.9946839528 |
| 2024-10-01 | 47.7604190200 |
| 2024-11-01 | 47.4223112360 |
| 2024-12-01 | 47.4686150945 |
| 2025-01-01 | 47.7098182347 |
| 2025-02-01 | 47.6013810560 |
| 2025-03-01 | 47.5607420222 |
| 2025-04-01 | 47.7798323554 |
| 2025-05-01 | 47.6359785572 |
| 2025-06-01 | 47.4369342209 |
| 2025-07-01 | 47.6058318047 |
| 2025-08-01 | 47.4370078646 |
| 2025-09-01 | 47.2908718058 |
| 2025-10-01 | 47.4587905915 |
| 2025-11-01 | 47.6132386214 |
| 2025-12-01 | 47.8672551414 |
| 2026-01-01 | 47.3886177630 |
| 2026-02-01 | 47.1073833230 |
| 2026-03-01 | 47.0606631471 |
| 2026-04-01 | 46.6889084252 |
| 2026-05-01 | 46.6444753457 |
| 2026-06-01 | 46.9371196784 |
| 2026-07-01 | 46.7254859528 |
| 2026-08-01 | 46.9423431875 |
| 2026-09-01 | 46.9885873017 |