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 2026-08-01 |
| Last Updated | 2026-09-18 12:07 PM 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 | 26.7228778440 |
| 1990-02-01 | 26.7931496391 |
| 1990-03-01 | 26.9192346326 |
| 1990-04-01 | 26.8211714134 |
| 1990-05-01 | 26.7698325818 |
| 1990-06-01 | 26.7991597040 |
| 1990-07-01 | 26.9893991089 |
| 1990-08-01 | 26.9233149332 |
| 1990-09-01 | 27.0333562054 |
| 1990-10-01 | 26.9885009500 |
| 1990-11-01 | 27.0893624317 |
| 1990-12-01 | 27.0779765258 |
| 1991-01-01 | 27.0034634791 |
| 1991-02-01 | 26.9755111938 |
| 1991-03-01 | 26.6860237068 |
| 1991-04-01 | 26.7411455807 |
| 1991-05-01 | 26.5928729438 |
| 1991-06-01 | 26.5927047014 |
| 1991-07-01 | 26.9812980429 |
| 1991-08-01 | 27.0403794516 |
| 1991-09-01 | 27.2476847701 |
| 1991-10-01 | 26.8010166912 |
| 1991-11-01 | 26.8957618622 |
| 1991-12-01 | 26.8933852917 |
| 1992-01-01 | 28.7594280193 |
| 1992-02-01 | 28.7392413721 |
| 1992-03-01 | 28.4345446631 |
| 1992-04-01 | 29.1760174072 |
| 1992-05-01 | 29.4312630436 |
| 1992-06-01 | 29.4129210926 |
| 1992-07-01 | 28.9698438624 |
| 1992-08-01 | 29.2402786685 |
| 1992-09-01 | 29.1637271830 |
| 1992-10-01 | 29.7334677397 |
| 1992-11-01 | 29.4979979440 |
| 1992-12-01 | 29.5946154942 |
| 1993-01-01 | 31.3820372407 |
| 1993-02-01 | 31.6102834293 |
| 1993-03-01 | 31.6676525180 |
| 1993-04-01 | 32.4507632006 |
| 1993-05-01 | 32.3824514529 |
| 1993-06-01 | 32.4514872567 |
| 1993-07-01 | 32.3620157455 |
| 1993-08-01 | 32.6259049373 |
| 1993-09-01 | 32.8720439653 |
| 1993-10-01 | 33.5554076820 |
| 1993-11-01 | 33.7806179708 |
| 1993-12-01 | 34.0713969562 |
| 1994-01-01 | 34.5146106653 |
| 1994-02-01 | 35.2924052149 |
| 1994-03-01 | 35.0097040037 |
| 1994-04-01 | 34.3339081495 |
| 1994-05-01 | 34.2549863003 |
| 1994-06-01 | 34.7182263623 |
| 1994-07-01 | 34.8391395545 |
| 1994-08-01 | 34.6021480036 |
| 1994-09-01 | 35.1546295540 |
| 1994-10-01 | 34.0607779805 |
| 1994-11-01 | 34.6684420257 |
| 1994-12-01 | 34.6286599406 |
| 1995-01-01 | 35.0589657743 |
| 1995-02-01 | 35.5876990310 |
| 1995-03-01 | 35.9875314728 |
| 1995-04-01 | 36.2052569714 |
| 1995-05-01 | 36.3361706961 |
| 1995-06-01 | 36.2716019247 |
| 1995-07-01 | 36.7185185807 |
| 1995-08-01 | 36.7726994626 |
| 1995-09-01 | 36.4166103625 |
| 1995-10-01 | 35.9567535372 |
| 1995-11-01 | 36.1485647388 |
| 1995-12-01 | 36.1859441937 |
| 1996-01-01 | 36.2516571159 |
| 1996-02-01 | 35.7799178070 |
| 1996-03-01 | 35.7069801996 |
| 1996-04-01 | 35.5311661798 |
| 1996-05-01 | 35.9067416944 |
| 1996-06-01 | 35.7249157569 |
| 1996-07-01 | 35.7964042806 |
| 1996-08-01 | 36.1329039641 |
| 1996-09-01 | 36.3814487376 |
| 1996-10-01 | 37.2461399867 |
| 1996-11-01 | 37.2180436489 |
| 1996-12-01 | 36.8384754181 |
| 1997-01-01 | 35.5723919330 |
| 1997-02-01 | 36.2052091366 |
| 1997-03-01 | 36.3660943310 |
| 1997-04-01 | 35.5221069188 |
| 1997-05-01 | 35.7427089799 |
| 1997-06-01 | 36.0317381497 |
| 1997-07-01 | 36.4109452857 |
| 1997-08-01 | 36.3049468257 |
| 1997-09-01 | 36.6559666018 |
| 1997-10-01 | 36.7045232288 |
| 1997-11-01 | 36.1744357994 |
| 1997-12-01 | 36.3858092923 |
| 1998-01-01 | 36.4402103255 |
| 1998-02-01 | 36.6434080248 |
| 1998-03-01 | 36.3410829223 |
| 1998-04-01 | 37.1074069337 |
| 1998-05-01 | 36.9567108791 |
| 1998-06-01 | 36.8994666727 |
| 1998-07-01 | 36.5382517493 |
| 1998-08-01 | 36.6054879124 |
| 1998-09-01 | 36.3410831298 |
| 1998-10-01 | 36.2306260167 |
| 1998-11-01 | 36.6272268104 |
| 1998-12-01 | 36.9244904200 |
| 1999-01-01 | 37.5227984550 |
| 1999-02-01 | 38.0915377776 |
| 1999-03-01 | 38.1104054423 |
| 1999-04-01 | 38.1035423933 |
| 1999-05-01 | 38.0731344768 |
| 1999-06-01 | 38.0629920621 |
| 1999-07-01 | 38.8593220467 |
| 1999-08-01 | 38.2048725181 |
| 1999-09-01 | 38.0006040639 |
| 1999-10-01 | 38.4774742977 |
| 1999-11-01 | 38.7889919790 |
| 1999-12-01 | 38.5794731212 |
| 2000-01-01 | 38.6017077766 |
| 2000-02-01 | 38.4241744835 |
| 2000-03-01 | 38.8571456235 |
| 2000-04-01 | 39.6276111993 |
| 2000-05-01 | 38.8695433604 |
| 2000-06-01 | 39.0697123607 |
| 2000-07-01 | 39.0519075818 |
| 2000-08-01 | 38.8792489905 |
| 2000-09-01 | 38.8501294608 |
| 2000-10-01 | 38.4704421245 |
| 2000-11-01 | 37.9610307731 |
| 2000-12-01 | 37.8460550043 |
| 2001-01-01 | 37.5430370517 |
| 2001-02-01 | 37.4745799524 |
| 2001-03-01 | 37.3859373178 |
| 2001-04-01 | 37.8445187200 |
| 2001-05-01 | 38.7761999092 |
| 2001-06-01 | 38.8947672422 |
| 2001-07-01 | 38.5061875557 |
| 2001-08-01 | 38.8392002717 |
| 2001-09-01 | 39.2735556812 |
| 2001-10-01 | 40.0076598890 |
| 2001-11-01 | 40.6788431946 |
| 2001-12-01 | 40.8482760734 |
| 2002-01-01 | 40.0548738511 |
| 2002-02-01 | 40.0960635769 |
| 2002-03-01 | 40.1373217183 |
| 2002-04-01 | 39.4454559152 |
| 2002-05-01 | 39.1580401892 |
| 2002-06-01 | 39.1205258168 |
| 2002-07-01 | 39.5246521621 |
| 2002-08-01 | 39.7860081970 |
| 2002-09-01 | 40.1208910946 |
| 2002-10-01 | 40.2757390777 |
| 2002-11-01 | 39.4322466721 |
| 2002-12-01 | 39.6736433575 |
| 2003-01-01 | 41.4529930498 |
| 2003-02-01 | 41.9146869677 |
| 2003-03-01 | 41.2070164616 |
| 2003-04-01 | 41.2850697565 |
| 2003-05-01 | 41.7382727087 |
| 2003-06-01 | 41.5331063755 |
| 2003-07-01 | 41.9040917633 |
| 2003-08-01 | 42.2246224425 |
| 2003-09-01 | 42.2752592693 |
| 2003-10-01 | 42.0847281091 |
| 2003-11-01 | 42.4347386403 |
| 2003-12-01 | 42.6326039882 |
| 2004-01-01 | 43.2535980170 |
| 2004-02-01 | 43.4094754642 |
| 2004-03-01 | 43.8856851642 |
| 2004-04-01 | 44.0890730953 |
| 2004-05-01 | 43.8585104414 |
| 2004-06-01 | 44.4378711399 |
| 2004-07-01 | 44.3898683269 |
| 2004-08-01 | 44.2699278533 |
| 2004-09-01 | 44.4712581162 |
| 2004-10-01 | 44.6143000189 |
| 2004-11-01 | 44.9455784616 |
| 2004-12-01 | 45.1920600759 |
| 2005-01-01 | 45.7570770953 |
| 2005-02-01 | 46.1972229394 |
| 2005-03-01 | 46.0229230599 |
| 2005-04-01 | 46.4751960888 |
| 2005-05-01 | 46.6881952626 |
| 2005-06-01 | 46.8218990263 |
| 2005-07-01 | 47.3135077730 |
| 2005-08-01 | 47.7583963341 |
| 2005-09-01 | 47.7709119486 |
| 2005-10-01 | 49.1190651994 |
| 2005-11-01 | 48.7581586158 |
| 2005-12-01 | 48.9298951451 |
| 2006-01-01 | 48.3719381340 |
| 2006-02-01 | 48.7484166018 |
| 2006-03-01 | 48.9418496725 |
| 2006-04-01 | 49.4852096267 |
| 2006-05-01 | 49.7914387145 |
| 2006-06-01 | 50.2067867131 |
| 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 | 50.1414876862 |
| 2007-01-01 | 49.8889781592 |
| 2007-02-01 | 49.9784325748 |
| 2007-03-01 | 49.8014042781 |
| 2007-04-01 | 50.8256642705 |
| 2007-05-01 | 51.2478767132 |
| 2007-06-01 | 51.9119929335 |
| 2007-07-01 | 51.6796823021 |
| 2007-08-01 | 51.8454266509 |
| 2007-09-01 | 52.1340306597 |
| 2007-10-01 | 52.2787457074 |
| 2007-11-01 | 52.5233157961 |
| 2007-12-01 | 52.7504297996 |
| 2008-01-01 | 53.7158524537 |
| 2008-02-01 | 54.2017426602 |
| 2008-03-01 | 54.0243137587 |
| 2008-04-01 | 53.7950408887 |
| 2008-05-01 | 53.6118387800 |
| 2008-06-01 | 53.2265288264 |
| 2008-07-01 | 52.9632313886 |
| 2008-08-01 | 52.9270636876 |
| 2008-09-01 | 52.5941772773 |
| 2008-10-01 | 52.1319293712 |
| 2008-11-01 | 51.8030959074 |
| 2008-12-01 | 51.4896377205 |
| 2009-01-01 | 50.7204584943 |
| 2009-02-01 | 50.0130411925 |
| 2009-03-01 | 49.4334281517 |
| 2009-04-01 | 48.7799121900 |
| 2009-05-01 | 48.3143438430 |
| 2009-06-01 | 47.8122691622 |
| 2009-07-01 | 47.1556247476 |
| 2009-08-01 | 46.9151682949 |
| 2009-09-01 | 46.6566683249 |
| 2009-10-01 | 46.4540171177 |
| 2009-11-01 | 46.5589559458 |
| 2009-12-01 | 46.3554497606 |
| 2010-01-01 | 47.1228813880 |
| 2010-02-01 | 46.7462172809 |
| 2010-03-01 | 46.8659760327 |
| 2010-04-01 | 47.1831793033 |
| 2010-05-01 | 47.2132092491 |
| 2010-06-01 | 47.5768454337 |
| 2010-07-01 | 48.2176158729 |
| 2010-08-01 | 48.3645498767 |
| 2010-09-01 | 48.1346954414 |
| 2010-10-01 | 49.5687470813 |
| 2010-11-01 | 49.8165798335 |
| 2010-12-01 | 49.8720541701 |
| 2011-01-01 | 48.9019814406 |
| 2011-02-01 | 48.6034381287 |
| 2011-03-01 | 49.0307961755 |
| 2011-04-01 | 48.9860783295 |
| 2011-05-01 | 49.0169636688 |
| 2011-06-01 | 48.9365183912 |
| 2011-07-01 | 48.8302982216 |
| 2011-08-01 | 48.6819388767 |
| 2011-09-01 | 48.4883330271 |
| 2011-10-01 | 49.0974809290 |
| 2011-11-01 | 48.9832457128 |
| 2011-12-01 | 49.2876401279 |
| 2012-01-01 | 49.4053403296 |
| 2012-02-01 | 49.5996700126 |
| 2012-03-01 | 49.7256931931 |
| 2012-04-01 | 49.7900982618 |
| 2012-05-01 | 49.8970224092 |
| 2012-06-01 | 49.9960349753 |
| 2012-07-01 | 49.4989526760 |
| 2012-08-01 | 49.6671224481 |
| 2012-09-01 | 49.8363295267 |
| 2012-10-01 | 49.1419348483 |
| 2012-11-01 | 49.8877425100 |
| 2012-12-01 | 49.8096196817 |
| 2013-01-01 | 49.8912978849 |
| 2013-02-01 | 49.8880329150 |
| 2013-03-01 | 49.9694911134 |
| 2013-04-01 | 49.8714918432 |
| 2013-05-01 | 50.0646999428 |
| 2013-06-01 | 50.2918310720 |
| 2013-07-01 | 50.5573109974 |
| 2013-08-01 | 50.7346542855 |
| 2013-09-01 | 50.6553858099 |
| 2013-10-01 | 49.8141701676 |
| 2013-11-01 | 50.0728360500 |
| 2013-12-01 | 50.4889380139 |
| 2014-01-01 | 51.1888093903 |
| 2014-02-01 | 51.3021676872 |
| 2014-03-01 | 51.5524008889 |
| 2014-04-01 | 51.4532164732 |
| 2014-05-01 | 51.4204934751 |
| 2014-06-01 | 51.5045743691 |
| 2014-07-01 | 51.6198303773 |
| 2014-08-01 | 51.6897169912 |
| 2014-09-01 | 51.5459323602 |
| 2014-10-01 | 52.0127229482 |
| 2014-11-01 | 52.1387677587 |
| 2014-12-01 | 52.6362821337 |
| 2015-01-01 | 51.9851517338 |
| 2015-02-01 | 52.2310138887 |
| 2015-03-01 | 52.3410480716 |
| 2015-04-01 | 52.4336493907 |
| 2015-05-01 | 52.6059548438 |
| 2015-06-01 | 52.7360186660 |
| 2015-07-01 | 52.7804266864 |
| 2015-08-01 | 52.7520324202 |
| 2015-09-01 | 52.8363655722 |
| 2015-10-01 | 53.0089393088 |
| 2015-11-01 | 52.8734681665 |
| 2015-12-01 | 52.7138682288 |
| 2016-01-01 | 53.3959073027 |
| 2016-02-01 | 53.4860784291 |
| 2016-03-01 | 53.2250992583 |
| 2016-04-01 | 53.7502726122 |
| 2016-05-01 | 53.5981100725 |
| 2016-06-01 | 53.3603176433 |
| 2016-07-01 | 53.7589586389 |
| 2016-08-01 | 53.2104502072 |
| 2016-09-01 | 54.2297752305 |
| 2016-10-01 | 53.6084475140 |
| 2016-11-01 | 53.6190314443 |
| 2016-12-01 | 53.3605529313 |
| 2017-01-01 | 53.3768986613 |
| 2017-02-01 | 53.3339233911 |
| 2017-03-01 | 53.2829208106 |
| 2017-04-01 | 53.4936761632 |
| 2017-05-01 | 53.6117474222 |
| 2017-06-01 | 53.5021768359 |
| 2017-07-01 | 53.0473428152 |
| 2017-08-01 | 53.1640173880 |
| 2017-09-01 | 53.2367116572 |
| 2017-10-01 | 52.7161508068 |
| 2017-11-01 | 52.6645576905 |
| 2017-12-01 | 52.2871625519 |
| 2018-01-01 | 51.7503844151 |
| 2018-02-01 | 51.6667319060 |
| 2018-03-01 | 51.7010179952 |
| 2018-04-01 | 50.8643344748 |
| 2018-05-01 | 51.0236767297 |
| 2018-06-01 | 51.2474010628 |
| 2018-07-01 | 51.0386234073 |
| 2018-08-01 | 50.8202862014 |
| 2018-09-01 | 50.5451214119 |
| 2018-10-01 | 50.7438988826 |
| 2018-11-01 | 50.6426486985 |
| 2018-12-01 | 50.7434078345 |
| 2019-01-01 | 50.7119880854 |
| 2019-02-01 | 50.3657145042 |
| 2019-03-01 | 50.2660983273 |
| 2019-04-01 | 50.2172787582 |
| 2019-05-01 | 50.2610286060 |
| 2019-06-01 | 50.0844436564 |
| 2019-07-01 | 49.9065020600 |
| 2019-08-01 | 49.8836436768 |
| 2019-09-01 | 49.6872835225 |
| 2019-10-01 | 49.4746690799 |
| 2019-11-01 | 49.4726708245 |
| 2019-12-01 | 49.4287193497 |
| 2020-01-01 | 49.5809450370 |
| 2020-02-01 | 49.8337816971 |
| 2020-03-01 | 49.4984834987 |
| 2020-04-01 | 43.9382386349 |
| 2020-05-01 | 43.6842593491 |
| 2020-06-01 | 44.4966768159 |
| 2020-07-01 | 45.1607365863 |
| 2020-08-01 | 45.8754759706 |
| 2020-09-01 | 46.3217775985 |
| 2020-10-01 | 47.2161503086 |
| 2020-11-01 | 47.2568109173 |
| 2020-12-01 | 47.6770927462 |
| 2021-01-01 | 47.4450899182 |
| 2021-02-01 | 47.7810922682 |
| 2021-03-01 | 47.9138735388 |
| 2021-04-01 | 48.0125902793 |
| 2021-05-01 | 48.1980892808 |
| 2021-06-01 | 47.9915012141 |
| 2021-07-01 | 48.2093308923 |
| 2021-08-01 | 48.0765657102 |
| 2021-09-01 | 47.7511200917 |
| 2021-10-01 | 48.7648789729 |
| 2021-11-01 | 48.7650730474 |
| 2021-12-01 | 48.7649958282 |
| 2022-01-01 | 48.9147306411 |
| 2022-02-01 | 49.0327844305 |
| 2022-03-01 | 49.0284678690 |
| 2022-04-01 | 49.3545788159 |
| 2022-05-01 | 49.2902558943 |
| 2022-06-01 | 49.5670521567 |
| 2022-07-01 | 49.4699443460 |
| 2022-08-01 | 49.6018908434 |
| 2022-09-01 | 49.4674054293 |
| 2022-10-01 | 49.4147763123 |
| 2022-11-01 | 49.4492791263 |
| 2022-12-01 | 49.1660997393 |
| 2023-01-01 | 50.3837671887 |
| 2023-02-01 | 50.2058739105 |
| 2023-03-01 | 50.2435229688 |
| 2023-04-01 | 50.0031025425 |
| 2023-05-01 | 49.8046684600 |
| 2023-06-01 | 50.1098193871 |
| 2023-07-01 | 49.7632643689 |
| 2023-08-01 | 49.4184648196 |
| 2023-09-01 | 49.3845445583 |
| 2023-10-01 | 49.1479588384 |
| 2023-11-01 | 48.8097860941 |
| 2023-12-01 | 48.6334760342 |
| 2024-01-01 | 48.5463995699 |
| 2024-02-01 | 48.4945794857 |
| 2024-03-01 | 48.5868028645 |
| 2024-04-01 | 48.4728981484 |
| 2024-05-01 | 48.5205029314 |
| 2024-06-01 | 48.3680156457 |
| 2024-07-01 | 48.1731002975 |
| 2024-08-01 | 48.1386164010 |
| 2024-09-01 | 47.9920988527 |
| 2024-10-01 | 47.7605633120 |
| 2024-11-01 | 47.4261110161 |
| 2024-12-01 | 47.4704580412 |
| 2025-01-01 | 47.7083038378 |
| 2025-02-01 | 47.5971843142 |
| 2025-03-01 | 47.5556578348 |
| 2025-04-01 | 47.7766281455 |
| 2025-05-01 | 47.6365137696 |
| 2025-06-01 | 47.4407596231 |
| 2025-07-01 | 47.6102671589 |
| 2025-08-01 | 47.4392328662 |
| 2025-09-01 | 47.2893998147 |
| 2025-10-01 | 47.4587507232 |
| 2025-11-01 | 47.6179126549 |
| 2025-12-01 | 47.8698584407 |
| 2026-01-01 | 47.3865862014 |
| 2026-02-01 | 47.1014862832 |
| 2026-03-01 | 47.0535611796 |
| 2026-04-01 | 46.6844503160 |
| 2026-05-01 | 46.6452557066 |
| 2026-06-01 | 46.9423954952 |
| 2026-07-01 | 46.7315935038 |
| 2026-08-01 | 46.9445141482 |