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 2026-04-01 |
| Last Updated | 2026-05-26 3:08 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 | 26.7228508174755 |
| 1990-02-01 | 26.7931270836548 |
| 1990-03-01 | 26.9192179537979 |
| 1990-04-01 | 26.8211598859223 |
| 1990-05-01 | 26.7698250785186 |
| 1990-06-01 | 26.7991571384339 |
| 1990-07-01 | 26.9894017214552 |
| 1990-08-01 | 26.9233225070616 |
| 1990-09-01 | 27.0333691372642 |
| 1990-10-01 | 26.9885147348870 |
| 1990-11-01 | 27.0893849586290 |
| 1990-12-01 | 27.0780048068348 |
| 1991-01-01 | 27.0034361959558 |
| 1991-02-01 | 26.9754883842777 |
| 1991-03-01 | 26.6860073778827 |
| 1991-04-01 | 26.7411346545203 |
| 1991-05-01 | 26.5928657880584 |
| 1991-06-01 | 26.5927026081440 |
| 1991-07-01 | 26.9813009646542 |
| 1991-08-01 | 27.0403868830560 |
| 1991-09-01 | 27.2476975659133 |
| 1991-10-01 | 26.8010299959583 |
| 1991-11-01 | 26.8957827792106 |
| 1991-12-01 | 26.8934106952330 |
| 1992-01-01 | 28.7594021467678 |
| 1992-02-01 | 28.7392194305373 |
| 1992-03-01 | 28.4345294932443 |
| 1992-04-01 | 29.1760077901261 |
| 1992-05-01 | 29.4312568279265 |
| 1992-06-01 | 29.4129197237482 |
| 1992-07-01 | 28.9698469299678 |
| 1992-08-01 | 29.2402854519571 |
| 1992-09-01 | 29.1637388698158 |
| 1992-10-01 | 29.7334792588672 |
| 1992-11-01 | 29.4980160720097 |
| 1992-12-01 | 29.5946374581242 |
| 1993-01-01 | 31.3820149967643 |
| 1993-02-01 | 31.6102637656375 |
| 1993-03-01 | 31.6676394330070 |
| 1993-04-01 | 32.4507550935469 |
| 1993-05-01 | 32.3824464183044 |
| 1993-06-01 | 32.4514865033919 |
| 1993-07-01 | 32.3620186893886 |
| 1993-08-01 | 32.6259106048178 |
| 1993-09-01 | 32.8720536206679 |
| 1993-10-01 | 33.5554164838290 |
| 1993-11-01 | 33.7806330984824 |
| 1993-12-01 | 34.0714146837403 |
| 1994-01-01 | 34.5145922691078 |
| 1994-02-01 | 35.2923893391547 |
| 1994-03-01 | 35.0096933059459 |
| 1994-04-01 | 34.3339021434312 |
| 1994-05-01 | 34.2549827426709 |
| 1994-06-01 | 34.7182263450921 |
| 1994-07-01 | 34.8391422271906 |
| 1994-08-01 | 34.6021522125919 |
| 1994-09-01 | 35.1546365184493 |
| 1994-10-01 | 34.0607843647437 |
| 1994-11-01 | 34.6684531333105 |
| 1994-12-01 | 34.6286710355642 |
| 1995-01-01 | 35.0589537704890 |
| 1995-02-01 | 35.5876880738628 |
| 1995-03-01 | 35.9875234530470 |
| 1995-04-01 | 36.2052527332770 |
| 1995-05-01 | 36.3361686545734 |
| 1995-06-01 | 36.2716023406053 |
| 1995-07-01 | 36.7185206248456 |
| 1995-08-01 | 36.7727020579405 |
| 1995-09-01 | 36.4166147171682 |
| 1995-10-01 | 35.9567577632559 |
| 1995-11-01 | 36.1485720932301 |
| 1995-12-01 | 36.1859487710753 |
| 1996-01-01 | 36.2516513806028 |
| 1996-02-01 | 35.7799119286068 |
| 1996-03-01 | 35.7069744217238 |
| 1996-04-01 | 35.5311633678230 |
| 1996-05-01 | 35.9067408882142 |
| 1996-06-01 | 35.7249163174993 |
| 1996-07-01 | 35.7964055510301 |
| 1996-08-01 | 36.1329052563516 |
| 1996-09-01 | 36.3814509198406 |
| 1996-10-01 | 37.2461427292303 |
| 1996-11-01 | 37.2180478060073 |
| 1996-12-01 | 36.8384755982633 |
| 1997-01-01 | 35.5723907245927 |
| 1997-02-01 | 36.2052069467312 |
| 1997-03-01 | 36.3660906203588 |
| 1997-04-01 | 35.5221050281687 |
| 1997-05-01 | 35.7427088378158 |
| 1997-06-01 | 36.0317384670690 |
| 1997-07-01 | 36.4109458228662 |
| 1997-08-01 | 36.3049473166813 |
| 1997-09-01 | 36.6559673182696 |
| 1997-10-01 | 36.7045246775977 |
| 1997-11-01 | 36.1744387837204 |
| 1997-12-01 | 36.3858090276457 |
| 1998-01-01 | 36.4402096403593 |
| 1998-02-01 | 36.6434075330443 |
| 1998-03-01 | 36.3410804349568 |
| 1998-04-01 | 37.1074058115055 |
| 1998-05-01 | 36.9567109714476 |
| 1998-06-01 | 36.8994668929388 |
| 1998-07-01 | 36.5382519808523 |
| 1998-08-01 | 36.6054881292243 |
| 1998-09-01 | 36.3410832443955 |
| 1998-10-01 | 36.2306268560982 |
| 1998-11-01 | 36.6272286794197 |
| 1998-12-01 | 36.9244902266499 |
| 1999-01-01 | 37.5227981130945 |
| 1999-02-01 | 38.0915376518259 |
| 1999-03-01 | 38.1104039179290 |
| 1999-04-01 | 38.1035416959264 |
| 1999-05-01 | 38.0731345565845 |
| 1999-06-01 | 38.0629922004139 |
| 1999-07-01 | 38.8593221677906 |
| 1999-08-01 | 38.2048726446500 |
| 1999-09-01 | 38.0006041720108 |
| 1999-10-01 | 38.4774747665126 |
| 1999-11-01 | 38.7889929787983 |
| 1999-12-01 | 38.5794730627416 |
| 2000-01-01 | 38.6017075928814 |
| 2000-02-01 | 38.4241743601785 |
| 2000-03-01 | 38.8571447622314 |
| 2000-04-01 | 39.6276107669181 |
| 2000-05-01 | 38.8695434126231 |
| 2000-06-01 | 39.0697124802925 |
| 2000-07-01 | 39.0519076849013 |
| 2000-08-01 | 38.8792491256051 |
| 2000-09-01 | 38.8501296504331 |
| 2000-10-01 | 38.4704422920797 |
| 2000-11-01 | 37.9610309506198 |
| 2000-12-01 | 37.8460550939679 |
| 2001-01-01 | 37.5430370012370 |
| 2001-02-01 | 37.4745797871645 |
| 2001-03-01 | 37.3859370851086 |
| 2001-04-01 | 37.8445185328100 |
| 2001-05-01 | 38.7761998834003 |
| 2001-06-01 | 38.8947672920032 |
| 2001-07-01 | 38.5061876289623 |
| 2001-08-01 | 38.8392003429337 |
| 2001-09-01 | 39.2735557571009 |
| 2001-10-01 | 40.0076599343477 |
| 2001-11-01 | 40.6788432458719 |
| 2001-12-01 | 40.8482760873194 |
| 2002-01-01 | 40.0548738257115 |
| 2002-02-01 | 40.0960635241181 |
| 2002-03-01 | 40.1373216634208 |
| 2002-04-01 | 39.4454558384477 |
| 2002-05-01 | 39.1580401922105 |
| 2002-06-01 | 39.1205258380366 |
| 2002-07-01 | 39.5246521892292 |
| 2002-08-01 | 39.7860082213087 |
| 2002-09-01 | 40.1208911160385 |
| 2002-10-01 | 40.2757390783663 |
| 2002-11-01 | 39.4322466836321 |
| 2002-12-01 | 39.6736433535252 |
| 2003-01-01 | 41.4529930410392 |
| 2003-02-01 | 41.9146869615923 |
| 2003-03-01 | 41.2070164581843 |
| 2003-04-01 | 41.2850697335790 |
| 2003-05-01 | 41.7382727145413 |
| 2003-06-01 | 41.5331063766209 |
| 2003-07-01 | 41.9040917652228 |
| 2003-08-01 | 42.2246224449626 |
| 2003-09-01 | 42.2752592715552 |
| 2003-10-01 | 42.0847281112451 |
| 2003-11-01 | 42.4347386527944 |
| 2003-12-01 | 42.6326039905382 |
| 2004-01-01 | 43.2535980129576 |
| 2004-02-01 | 43.4094754597178 |
| 2004-03-01 | 43.8856851588271 |
| 2004-04-01 | 44.0890730908982 |
| 2004-05-01 | 43.8585104423050 |
| 2004-06-01 | 44.4378711400609 |
| 2004-07-01 | 44.3898683263520 |
| 2004-08-01 | 44.2699278538859 |
| 2004-09-01 | 44.4712581158777 |
| 2004-10-01 | 44.6143000191862 |
| 2004-11-01 | 44.9455784668163 |
| 2004-12-01 | 45.1920600859938 |
| 2005-01-01 | 45.7570770913553 |
| 2005-02-01 | 46.1972229253047 |
| 2005-03-01 | 46.0229230611585 |
| 2005-04-01 | 46.4751960952909 |
| 2005-05-01 | 46.6881952745707 |
| 2005-06-01 | 46.8218990388380 |
| 2005-07-01 | 47.3135077724471 |
| 2005-08-01 | 47.7583963200790 |
| 2005-09-01 | 47.7709119233815 |
| 2005-10-01 | 49.1190651714753 |
| 2005-11-01 | 48.7581585974621 |
| 2005-12-01 | 48.9298951653730 |
| 2006-01-01 | 48.3719381493784 |
| 2006-02-01 | 48.7484166040888 |
| 2006-03-01 | 48.9418497066808 |
| 2006-04-01 | 49.4852096670922 |
| 2006-05-01 | 49.7914387675427 |
| 2006-06-01 | 50.2067867581592 |
| 2006-07-01 | 50.5255863786570 |
| 2006-08-01 | 50.9795548966957 |
| 2006-09-01 | 50.6059307876157 |
| 2006-10-01 | 50.2785205845160 |
| 2006-11-01 | 50.1139350168573 |
| 2006-12-01 | 50.1414877325296 |
| 2007-01-01 | 49.8889782915337 |
| 2007-02-01 | 49.9784326419482 |
| 2007-03-01 | 49.8014043941934 |
| 2007-04-01 | 50.8256643868161 |
| 2007-05-01 | 51.2478768378391 |
| 2007-06-01 | 51.9119930217196 |
| 2007-07-01 | 51.6796822949509 |
| 2007-08-01 | 51.8454264936422 |
| 2007-09-01 | 52.1340301411385 |
| 2007-10-01 | 52.2787453614780 |
| 2007-11-01 | 52.5233156842476 |
| 2007-12-01 | 52.7504299674070 |
| 2008-01-01 | 53.7158525100536 |
| 2008-02-01 | 54.2017434095104 |
| 2008-03-01 | 54.0243137992549 |
| 2008-04-01 | 53.7950410308823 |
| 2008-05-01 | 53.6118389535120 |
| 2008-06-01 | 53.2265289874452 |
| 2008-07-01 | 52.9632315099426 |
| 2008-08-01 | 52.9270637154780 |
| 2008-09-01 | 52.5941754162437 |
| 2008-10-01 | 52.1319290146656 |
| 2008-11-01 | 51.8030958544410 |
| 2008-12-01 | 51.4896380820325 |
| 2009-01-01 | 50.7204586068633 |
| 2009-02-01 | 50.0130428256353 |
| 2009-03-01 | 49.4334282612434 |
| 2009-04-01 | 48.7799124065274 |
| 2009-05-01 | 48.3143439367572 |
| 2009-06-01 | 47.8122691337571 |
| 2009-07-01 | 47.1556247464038 |
| 2009-08-01 | 46.9151682184824 |
| 2009-09-01 | 46.6566646339389 |
| 2009-10-01 | 46.4540165055502 |
| 2009-11-01 | 46.5589561245436 |
| 2009-12-01 | 46.3554511172924 |
| 2010-01-01 | 47.1228826730042 |
| 2010-02-01 | 46.7462208782994 |
| 2010-03-01 | 46.8659767504868 |
| 2010-04-01 | 47.1831795577037 |
| 2010-05-01 | 47.2132086836396 |
| 2010-06-01 | 47.5768442935328 |
| 2010-07-01 | 48.2176144529263 |
| 2010-08-01 | 48.3645477040453 |
| 2010-09-01 | 48.1346881547668 |
| 2010-10-01 | 49.5687456824065 |
| 2010-11-01 | 49.8165788103837 |
| 2010-12-01 | 49.8720584017125 |
| 2011-01-01 | 48.9019866994915 |
| 2011-02-01 | 48.6034465498306 |
| 2011-03-01 | 49.0308012910941 |
| 2011-04-01 | 48.9860836207137 |
| 2011-05-01 | 49.0169675533373 |
| 2011-06-01 | 48.9365152336340 |
| 2011-07-01 | 48.8302846611940 |
| 2011-08-01 | 48.6819170600737 |
| 2011-09-01 | 48.4883270321499 |
| 2011-10-01 | 49.0974711357697 |
| 2011-11-01 | 48.9832408063144 |
| 2011-12-01 | 49.2876553283285 |
| 2012-01-01 | 49.4053761868039 |
| 2012-02-01 | 49.5996734836568 |
| 2012-03-01 | 49.7256958632048 |
| 2012-04-01 | 49.7901116557868 |
| 2012-05-01 | 49.8970419133293 |
| 2012-06-01 | 49.9960357283536 |
| 2012-07-01 | 49.4989232974834 |
| 2012-08-01 | 49.6670737034590 |
| 2012-09-01 | 49.8363125983986 |
| 2012-10-01 | 49.1418960998975 |
| 2012-11-01 | 49.8877082819147 |
| 2012-12-01 | 49.8097297921450 |
| 2013-01-01 | 49.8913354083932 |
| 2013-02-01 | 49.8880071555651 |
| 2013-03-01 | 49.9694710337784 |
| 2013-04-01 | 49.8715620421449 |
| 2013-05-01 | 50.0647224342399 |
| 2013-06-01 | 50.2918711247962 |
| 2013-07-01 | 50.5573477146132 |
| 2013-08-01 | 50.7344291362054 |
| 2013-09-01 | 50.6553548952842 |
| 2013-10-01 | 49.8141341670444 |
| 2013-11-01 | 50.0727813791879 |
| 2013-12-01 | 50.4891477223245 |
| 2014-01-01 | 51.1888491745732 |
| 2014-02-01 | 51.3020987562270 |
| 2014-03-01 | 51.5523559225923 |
| 2014-04-01 | 51.4533384924996 |
| 2014-05-01 | 51.4204771672662 |
| 2014-06-01 | 51.5045627598673 |
| 2014-07-01 | 51.6202786064933 |
| 2014-08-01 | 51.6892165413838 |
| 2014-09-01 | 51.5458133295602 |
| 2014-10-01 | 52.0126673066176 |
| 2014-11-01 | 52.1386776288615 |
| 2014-12-01 | 52.6365482735662 |
| 2015-01-01 | 51.9851303028914 |
| 2015-02-01 | 52.2308838977030 |
| 2015-03-01 | 52.3409752949578 |
| 2015-04-01 | 52.4339147595398 |
| 2015-05-01 | 52.6060021533382 |
| 2015-06-01 | 52.7361566543797 |
| 2015-07-01 | 52.7814561694435 |
| 2015-08-01 | 52.7512228249564 |
| 2015-09-01 | 52.8359106391685 |
| 2015-10-01 | 53.0085402793322 |
| 2015-11-01 | 52.8731250455174 |
| 2015-12-01 | 52.7140531249357 |
| 2016-01-01 | 53.3959317766723 |
| 2016-02-01 | 53.4860120066453 |
| 2016-03-01 | 53.2251087768930 |
| 2016-04-01 | 53.7508244641385 |
| 2016-05-01 | 53.5985495197655 |
| 2016-06-01 | 53.3611048239527 |
| 2016-07-01 | 53.7609121028046 |
| 2016-08-01 | 53.2093457830176 |
| 2016-09-01 | 54.2282290334887 |
| 2016-10-01 | 53.6067471112305 |
| 2016-11-01 | 53.6177859457630 |
| 2016-12-01 | 53.3605057210376 |
| 2017-01-01 | 53.3771816611088 |
| 2017-02-01 | 53.3348196153911 |
| 2017-03-01 | 53.2831201540242 |
| 2017-04-01 | 53.4946696914214 |
| 2017-05-01 | 53.6133198642278 |
| 2017-06-01 | 53.5040589138356 |
| 2017-07-01 | 53.0502534860057 |
| 2017-08-01 | 53.1637894455474 |
| 2017-09-01 | 53.2359456419234 |
| 2017-10-01 | 52.7039384280972 |
| 2017-11-01 | 52.6639789926224 |
| 2017-12-01 | 52.2894235822670 |
| 2018-01-01 | 51.7511716729401 |
| 2018-02-01 | 51.6687962091434 |
| 2018-03-01 | 51.7019501988556 |
| 2018-04-01 | 50.8661333553403 |
| 2018-05-01 | 51.0266383380029 |
| 2018-06-01 | 51.2503837397629 |
| 2018-07-01 | 51.0427520824358 |
| 2018-08-01 | 50.8222196736889 |
| 2018-09-01 | 50.5461413586017 |
| 2018-10-01 | 50.7134084603119 |
| 2018-11-01 | 50.6448778108220 |
| 2018-12-01 | 50.7493027262907 |
| 2019-01-01 | 50.7138972371545 |
| 2019-02-01 | 50.3693680502511 |
| 2019-03-01 | 50.2682914406803 |
| 2019-04-01 | 50.2199682477841 |
| 2019-05-01 | 50.2651925093221 |
| 2019-06-01 | 50.0884384049395 |
| 2019-07-01 | 49.9113394027229 |
| 2019-08-01 | 49.8877757082691 |
| 2019-09-01 | 49.6901190641377 |
| 2019-10-01 | 49.4256979405226 |
| 2019-11-01 | 49.4773197459097 |
| 2019-12-01 | 49.4392838300704 |
| 2020-01-01 | 49.5844812377245 |
| 2020-02-01 | 49.8384517267830 |
| 2020-03-01 | 49.5020606669104 |
| 2020-04-01 | 43.9416029487319 |
| 2020-05-01 | 43.6885547253835 |
| 2020-06-01 | 44.5021755846967 |
| 2020-07-01 | 45.1654708462738 |
| 2020-08-01 | 45.8804607763271 |
| 2020-09-01 | 46.3244388875950 |
| 2020-10-01 | 47.1578320847270 |
| 2020-11-01 | 47.2623470284785 |
| 2020-12-01 | 47.6901582466747 |
| 2021-01-01 | 47.4506839126931 |
| 2021-02-01 | 47.7870749042203 |
| 2021-03-01 | 47.9183056340052 |
| 2021-04-01 | 48.0155461176077 |
| 2021-05-01 | 48.2012294877919 |
| 2021-06-01 | 47.9972377568228 |
| 2021-07-01 | 48.2125671129632 |
| 2021-08-01 | 48.0809649974929 |
| 2021-09-01 | 47.7539717504868 |
| 2021-10-01 | 48.7075961820103 |
| 2021-11-01 | 48.7686799623095 |
| 2021-12-01 | 48.7816625296349 |
| 2022-01-01 | 48.9232277504834 |
| 2022-02-01 | 49.0392453573543 |
| 2022-03-01 | 49.0325253883000 |
| 2022-04-01 | 49.3554875044760 |
| 2022-05-01 | 49.2895801235518 |
| 2022-06-01 | 49.5704082358583 |
| 2022-07-01 | 49.4701958255595 |
| 2022-08-01 | 49.6041073538077 |
| 2022-09-01 | 49.4683320336613 |
| 2022-10-01 | 49.3706749124292 |
| 2022-11-01 | 49.4539874837357 |
| 2022-12-01 | 49.1857490919468 |
| 2023-01-01 | 50.3964350166809 |
| 2023-02-01 | 50.2142950777380 |
| 2023-03-01 | 50.2484158590875 |
| 2023-04-01 | 49.9973146306041 |
| 2023-05-01 | 49.7877219512122 |
| 2023-06-01 | 50.1178021016867 |
| 2023-07-01 | 49.7503682798921 |
| 2023-08-01 | 49.4178858254488 |
| 2023-09-01 | 49.3835715860115 |
| 2023-10-01 | 49.1286611725829 |
| 2023-11-01 | 48.8197924803582 |
| 2023-12-01 | 48.6581619552883 |
| 2024-01-01 | 48.5679458916358 |
| 2024-02-01 | 48.5067455982916 |
| 2024-03-01 | 48.5904229960334 |
| 2024-04-01 | 48.4532555379127 |
| 2024-05-01 | 48.4832031975876 |
| 2024-06-01 | 48.3814548856956 |
| 2024-07-01 | 48.1384652772960 |
| 2024-08-01 | 48.1365724500605 |
| 2024-09-01 | 47.9904791715210 |
| 2024-10-01 | 47.7678226601897 |
| 2024-11-01 | 47.4463096447335 |
| 2024-12-01 | 47.4999533667366 |
| 2025-01-01 | 47.7395716316903 |
| 2025-02-01 | 47.6146732133232 |
| 2025-03-01 | 47.5584378528527 |
| 2025-04-01 | 47.7411797647140 |
| 2025-05-01 | 47.5775815162886 |
| 2025-06-01 | 47.4623320019429 |
| 2025-07-01 | 47.5486148714705 |
| 2025-08-01 | 47.4390155123004 |
| 2025-09-01 | 47.2908809888516 |
| 2025-10-01 | 47.4840105683912 |
| 2025-11-01 | 47.6490803823026 |
| 2025-12-01 | 47.9067778765417 |
| 2026-01-01 | 47.4283028992600 |
| 2026-02-01 | 47.1240280687153 |
| 2026-03-01 | 47.0547785957727 |
| 2026-04-01 | 46.7358226928065 |