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 2025-09-01 |
| Last Updated | 2025-12-12 2:10 AM CST |
| 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 | 26.7233943324112 |
| 1990-02-01 | 26.7935717906371 |
| 1990-03-01 | 26.9195378005621 |
| 1990-04-01 | 26.8213753833223 |
| 1990-05-01 | 26.7699643757052 |
| 1990-06-01 | 26.7991987288006 |
| 1990-07-01 | 26.9893478992817 |
| 1990-08-01 | 26.9231713845967 |
| 1990-09-01 | 27.0331139799916 |
| 1990-10-01 | 26.9882357667107 |
| 1990-11-01 | 27.0889612077278 |
| 1990-12-01 | 27.0774834764788 |
| 1991-01-01 | 27.0039669679074 |
| 1991-02-01 | 26.9759315666456 |
| 1991-03-01 | 26.6863225750687 |
| 1991-04-01 | 26.7413365286252 |
| 1991-05-01 | 26.5929979879232 |
| 1991-06-01 | 26.5927365366344 |
| 1991-07-01 | 26.9812446118934 |
| 1991-08-01 | 27.0402440025246 |
| 1991-09-01 | 27.2474464605447 |
| 1991-10-01 | 26.8007659016830 |
| 1991-11-01 | 26.8953961929243 |
| 1991-12-01 | 26.8929465279985 |
| 1992-01-01 | 28.7598861079156 |
| 1992-02-01 | 28.7396373158382 |
| 1992-03-01 | 28.4348228056238 |
| 1992-04-01 | 29.1761817998366 |
| 1992-05-01 | 29.4313711695528 |
| 1992-06-01 | 29.4129424446621 |
| 1992-07-01 | 28.9697911540751 |
| 1992-08-01 | 29.2401596100225 |
| 1992-09-01 | 29.1635098326244 |
| 1992-10-01 | 29.7332549599340 |
| 1992-11-01 | 29.4976890045351 |
| 1992-12-01 | 29.5942399602661 |
| 1993-01-01 | 31.3824252159819 |
| 1993-02-01 | 31.6106317045978 |
| 1993-03-01 | 31.6678892149086 |
| 1993-04-01 | 32.4508955306227 |
| 1993-05-01 | 32.3825367414155 |
| 1993-06-01 | 32.4514976202219 |
| 1993-07-01 | 32.3619671265160 |
| 1993-08-01 | 32.6258103284413 |
| 1993-09-01 | 32.8718622782769 |
| 1993-10-01 | 33.5552457132931 |
| 1993-11-01 | 33.7803741823560 |
| 1993-12-01 | 34.0711122755932 |
| 1994-01-01 | 34.5149116115617 |
| 1994-02-01 | 35.2926774449978 |
| 1994-03-01 | 35.0098940568128 |
| 1994-04-01 | 34.3340006211579 |
| 1994-05-01 | 34.2550450414033 |
| 1994-06-01 | 34.7182258894778 |
| 1994-07-01 | 34.8390974515452 |
| 1994-08-01 | 34.6020806872151 |
| 1994-09-01 | 35.1544972500416 |
| 1994-10-01 | 34.0606627706408 |
| 1994-11-01 | 34.6682720904937 |
| 1994-12-01 | 34.6284898366060 |
| 1995-01-01 | 35.0591546383111 |
| 1995-02-01 | 35.5878830090871 |
| 1995-03-01 | 35.9876707425277 |
| 1995-04-01 | 36.2053180926018 |
| 1995-05-01 | 36.3362028692566 |
| 1995-06-01 | 36.2715947262280 |
| 1995-07-01 | 36.7184874933872 |
| 1995-08-01 | 36.7726608852875 |
| 1995-09-01 | 36.4165237726778 |
| 1995-10-01 | 35.9566769557903 |
| 1995-11-01 | 36.1484602979753 |
| 1995-12-01 | 36.1858851834563 |
| 1996-01-01 | 36.2517383445387 |
| 1996-02-01 | 35.7800138494260 |
| 1996-03-01 | 35.7070775111169 |
| 1996-04-01 | 35.5312055903192 |
| 1996-05-01 | 35.9067536710689 |
| 1996-06-01 | 35.7249076699590 |
| 1996-07-01 | 35.7963860012104 |
| 1996-08-01 | 36.1328858346961 |
| 1996-09-01 | 36.3814032979428 |
| 1996-10-01 | 37.2460914882276 |
| 1996-11-01 | 37.2179857236401 |
| 1996-12-01 | 36.8384752409155 |
| 1997-01-01 | 35.5724116148365 |
| 1997-02-01 | 36.2052465175745 |
| 1997-03-01 | 36.3661534585088 |
| 1997-04-01 | 35.5221341147751 |
| 1997-05-01 | 35.7427105860136 |
| 1997-06-01 | 36.0317332334096 |
| 1997-07-01 | 36.4109375629295 |
| 1997-08-01 | 36.3049402536579 |
| 1997-09-01 | 36.6559495917842 |
| 1997-10-01 | 36.7044967483148 |
| 1997-11-01 | 36.1743942841919 |
| 1997-12-01 | 36.3858151058650 |
| 1998-01-01 | 36.4402222477924 |
| 1998-02-01 | 36.6434171477883 |
| 1998-03-01 | 36.3411202768964 |
| 1998-04-01 | 37.1074235945605 |
| 1998-05-01 | 36.9567096109059 |
| 1998-06-01 | 36.8994634238417 |
| 1998-07-01 | 36.5382481747366 |
| 1998-08-01 | 36.6054841403510 |
| 1998-09-01 | 36.3410803845605 |
| 1998-10-01 | 36.2306109608246 |
| 1998-11-01 | 36.6271995880377 |
| 1998-12-01 | 36.9244939546226 |
| 1999-01-01 | 37.5228045336680 |
| 1999-02-01 | 38.0915406850140 |
| 1999-03-01 | 38.1104280383512 |
| 1999-04-01 | 38.1035528475742 |
| 1999-05-01 | 38.0731333550773 |
| 1999-06-01 | 38.0629899439377 |
| 1999-07-01 | 38.8593201610873 |
| 1999-08-01 | 38.2048704869898 |
| 1999-09-01 | 38.0006021179511 |
| 1999-10-01 | 38.4774663006602 |
| 1999-11-01 | 38.7889775262370 |
| 1999-12-01 | 38.5794742738584 |
| 2000-01-01 | 38.6017108323956 |
| 2000-02-01 | 38.4241766366707 |
| 2000-03-01 | 38.8571581082572 |
| 2000-04-01 | 39.6276175848288 |
| 2000-05-01 | 38.8695425929204 |
| 2000-06-01 | 39.0697106155021 |
| 2000-07-01 | 39.0519061202570 |
| 2000-08-01 | 38.8792470183432 |
| 2000-09-01 | 38.8501264867224 |
| 2000-10-01 | 38.4704396128353 |
| 2000-11-01 | 37.9610281119822 |
| 2000-12-01 | 37.8460537100132 |
| 2001-01-01 | 37.5430378802437 |
| 2001-02-01 | 37.4745824662735 |
| 2001-03-01 | 37.3859405566045 |
| 2001-04-01 | 37.8445215380688 |
| 2001-05-01 | 38.7762003121041 |
| 2001-06-01 | 38.8947665388697 |
| 2001-07-01 | 38.5061865313639 |
| 2001-08-01 | 38.8391992556337 |
| 2001-09-01 | 39.2735544665792 |
| 2001-10-01 | 40.0076592150065 |
| 2001-11-01 | 40.6788424143380 |
| 2001-12-01 | 40.8482758684101 |
| 2002-01-01 | 40.0548742434251 |
| 2002-02-01 | 40.0960643584241 |
| 2002-03-01 | 40.1373225131723 |
| 2002-04-01 | 39.4454570543412 |
| 2002-05-01 | 39.1580401476991 |
| 2002-06-01 | 39.1205255145540 |
| 2002-07-01 | 39.5246517868606 |
| 2002-08-01 | 39.7860078512265 |
| 2002-09-01 | 40.1208907359607 |
| 2002-10-01 | 40.2757390856238 |
| 2002-11-01 | 39.4322464891348 |
| 2002-12-01 | 39.6736434135592 |
| 2003-01-01 | 41.4529931751476 |
| 2003-02-01 | 41.9146870545443 |
| 2003-03-01 | 41.2070165038018 |
| 2003-04-01 | 41.2850701000996 |
| 2003-05-01 | 41.7382726301286 |
| 2003-06-01 | 41.5331063612152 |
| 2003-07-01 | 41.9040917324667 |
| 2003-08-01 | 42.2246224030891 |
| 2003-09-01 | 42.2752592313676 |
| 2003-10-01 | 42.0847281033281 |
| 2003-11-01 | 42.4347384654993 |
| 2003-12-01 | 42.6326039669681 |
| 2004-01-01 | 43.2535980606742 |
| 2004-02-01 | 43.4094755146999 |
| 2004-03-01 | 43.8856852173954 |
| 2004-04-01 | 44.0890731545451 |
| 2004-05-01 | 43.8585104414348 |
| 2004-06-01 | 44.4378711548583 |
| 2004-07-01 | 44.3898683120191 |
| 2004-08-01 | 44.2699278362871 |
| 2004-09-01 | 44.4712581074250 |
| 2004-10-01 | 44.6143000196300 |
| 2004-11-01 | 44.9455783674465 |
| 2004-12-01 | 45.1920601022144 |
| 2005-01-01 | 45.7570771155869 |
| 2005-02-01 | 46.1972229225931 |
| 2005-03-01 | 46.0229230880287 |
| 2005-04-01 | 46.4751961185432 |
| 2005-05-01 | 46.6881952789475 |
| 2005-06-01 | 46.8218990356284 |
| 2005-07-01 | 47.3135077575796 |
| 2005-08-01 | 47.7583963124757 |
| 2005-09-01 | 47.7709119219313 |
| 2005-10-01 | 49.1190651840888 |
| 2005-11-01 | 48.7581586040808 |
| 2005-12-01 | 48.9298952076068 |
| 2006-01-01 | 48.3719381027725 |
| 2006-02-01 | 48.7484164974070 |
| 2006-03-01 | 48.9418497055018 |
| 2006-04-01 | 49.4852097159916 |
| 2006-05-01 | 49.7914388677266 |
| 2006-06-01 | 50.2067868460490 |
| 2006-07-01 | 50.5255863649043 |
| 2006-08-01 | 50.9795548050498 |
| 2006-09-01 | 50.6059306827354 |
| 2006-10-01 | 50.2785205785804 |
| 2006-11-01 | 50.1139350740431 |
| 2006-12-01 | 50.1414878284447 |
| 2007-01-01 | 49.8889782160673 |
| 2007-02-01 | 49.9784323720646 |
| 2007-03-01 | 49.8014043585991 |
| 2007-04-01 | 50.8256645506424 |
| 2007-05-01 | 51.2478772045803 |
| 2007-06-01 | 51.9119933239568 |
| 2007-07-01 | 51.6796822725560 |
| 2007-08-01 | 51.8454262783147 |
| 2007-09-01 | 52.1340294569758 |
| 2007-10-01 | 52.2787452789896 |
| 2007-11-01 | 52.5233158012283 |
| 2007-12-01 | 52.7504306226661 |
| 2008-01-01 | 53.7158528324619 |
| 2008-02-01 | 54.2017415963414 |
| 2008-03-01 | 54.0243142118482 |
| 2008-04-01 | 53.7950416782661 |
| 2008-05-01 | 53.6118396032124 |
| 2008-06-01 | 53.2265295279153 |
| 2008-07-01 | 52.9632319377230 |
| 2008-08-01 | 52.9270642503062 |
| 2008-09-01 | 52.5941709855470 |
| 2008-10-01 | 52.1319297747313 |
| 2008-11-01 | 51.8030964846893 |
| 2008-12-01 | 51.4896393100933 |
| 2009-01-01 | 50.7204592940290 |
| 2009-02-01 | 50.0130398704432 |
| 2009-03-01 | 49.4334298760802 |
| 2009-04-01 | 48.7799143785371 |
| 2009-05-01 | 48.3143455345400 |
| 2009-06-01 | 47.8122697560432 |
| 2009-07-01 | 47.1556241961477 |
| 2009-08-01 | 46.9151665710460 |
| 2009-09-01 | 46.6566534219891 |
| 2009-10-01 | 46.4540183195661 |
| 2009-11-01 | 46.5589590440720 |
| 2009-12-01 | 46.3554566091716 |
| 2010-01-01 | 47.1228872274972 |
| 2010-02-01 | 46.7462183670807 |
| 2010-03-01 | 46.8659789224392 |
| 2010-04-01 | 47.1831810158094 |
| 2010-05-01 | 47.2132086324293 |
| 2010-06-01 | 47.5768421070342 |
| 2010-07-01 | 48.2176125764824 |
| 2010-08-01 | 48.3645459402398 |
| 2010-09-01 | 48.1346736911700 |
| 2010-10-01 | 49.5687510760687 |
| 2010-11-01 | 49.8165863789631 |
| 2010-12-01 | 49.8720522161763 |
| 2011-01-01 | 48.9019680861111 |
| 2011-02-01 | 48.6034307212502 |
| 2011-03-01 | 49.0308188701682 |
| 2011-04-01 | 48.9861408470250 |
| 2011-05-01 | 49.0170288662103 |
| 2011-06-01 | 48.9365291100736 |
| 2011-07-01 | 48.8302411667489 |
| 2011-08-01 | 48.6818511868468 |
| 2011-09-01 | 48.4882505034890 |
| 2011-10-01 | 49.0974528109443 |
| 2011-11-01 | 48.9832465928465 |
| 2011-12-01 | 49.2877060155885 |
| 2012-01-01 | 49.4053080771419 |
| 2012-02-01 | 49.5996249160921 |
| 2012-03-01 | 49.7257809390517 |
| 2012-04-01 | 49.7903439902565 |
| 2012-05-01 | 49.8972652696461 |
| 2012-06-01 | 49.9960626550199 |
| 2012-07-01 | 49.4987127063125 |
| 2012-08-01 | 49.6667683714978 |
| 2012-09-01 | 49.8361374717522 |
| 2012-10-01 | 49.1418970712042 |
| 2012-11-01 | 49.8876990362262 |
| 2012-12-01 | 49.8099132872889 |
| 2013-01-01 | 49.8913184840030 |
| 2013-02-01 | 49.8880869733701 |
| 2013-03-01 | 49.9682796384871 |
| 2013-04-01 | 49.8736253804664 |
| 2013-05-01 | 50.0649520816882 |
| 2013-06-01 | 50.2919349322595 |
| 2013-07-01 | 50.5573256835135 |
| 2013-08-01 | 50.7323114397015 |
| 2013-09-01 | 50.6554801968771 |
| 2013-10-01 | 49.8144409682005 |
| 2013-11-01 | 50.0728831555044 |
| 2013-12-01 | 50.4894406806861 |
| 2014-01-01 | 51.1889213610094 |
| 2014-02-01 | 51.3023260659134 |
| 2014-03-01 | 51.5498331446078 |
| 2014-04-01 | 51.4572935802191 |
| 2014-05-01 | 51.4209392388302 |
| 2014-06-01 | 51.5049983103102 |
| 2014-07-01 | 51.6192275886436 |
| 2014-08-01 | 51.6856295159796 |
| 2014-09-01 | 51.5463726736241 |
| 2014-10-01 | 52.0133545603265 |
| 2014-11-01 | 52.1391737335309 |
| 2014-12-01 | 52.6373976360214 |
| 2015-01-01 | 51.9840028179973 |
| 2015-02-01 | 52.2317501965168 |
| 2015-03-01 | 52.3374841661100 |
| 2015-04-01 | 52.4393289051869 |
| 2015-05-01 | 52.6068147504946 |
| 2015-06-01 | 52.7371601804543 |
| 2015-07-01 | 52.7795037381981 |
| 2015-08-01 | 52.7461809887451 |
| 2015-09-01 | 52.8367793391225 |
| 2015-10-01 | 53.0093879437578 |
| 2015-11-01 | 52.8738657644677 |
| 2015-12-01 | 52.7153527198150 |
| 2016-01-01 | 53.3935886869759 |
| 2016-02-01 | 53.4875224950471 |
| 2016-03-01 | 53.2221563031157 |
| 2016-04-01 | 53.7561635977986 |
| 2016-05-01 | 53.5999130566005 |
| 2016-06-01 | 53.3627864633911 |
| 2016-07-01 | 53.7578601774093 |
| 2016-08-01 | 53.2044292003785 |
| 2016-09-01 | 54.2287679132205 |
| 2016-10-01 | 53.6070334031707 |
| 2016-11-01 | 53.6181599131671 |
| 2016-12-01 | 53.3620534617314 |
| 2017-01-01 | 53.3739341356775 |
| 2017-02-01 | 53.3370754478268 |
| 2017-03-01 | 53.2810918657470 |
| 2017-04-01 | 53.4996828309056 |
| 2017-05-01 | 53.6171585259884 |
| 2017-06-01 | 53.5033726296974 |
| 2017-07-01 | 53.0485393139031 |
| 2017-08-01 | 53.1603015621790 |
| 2017-09-01 | 53.2379888839850 |
| 2017-10-01 | 52.6958301538006 |
| 2017-11-01 | 52.6659030566745 |
| 2017-12-01 | 52.2902307452736 |
| 2018-01-01 | 51.7491814804639 |
| 2018-02-01 | 51.6721513900741 |
| 2018-03-01 | 51.7029072009202 |
| 2018-04-01 | 50.8699521005500 |
| 2018-05-01 | 51.0327855715922 |
| 2018-06-01 | 51.2470051589754 |
| 2018-07-01 | 51.0418800137012 |
| 2018-08-01 | 50.8217070615188 |
| 2018-09-01 | 50.5494550340442 |
| 2018-10-01 | 50.6948625681041 |
| 2018-11-01 | 50.6472989132356 |
| 2018-12-01 | 50.7489670309235 |
| 2019-01-01 | 50.7133966747716 |
| 2019-02-01 | 50.3746373655916 |
| 2019-03-01 | 50.2731017511725 |
| 2019-04-01 | 50.2231206036923 |
| 2019-05-01 | 50.2737610662187 |
| 2019-06-01 | 50.0825532075789 |
| 2019-07-01 | 49.9137696556020 |
| 2019-08-01 | 49.8920365462823 |
| 2019-09-01 | 49.6968339798053 |
| 2019-10-01 | 49.3906354116823 |
| 2019-11-01 | 49.4791122717856 |
| 2019-12-01 | 49.4306790515946 |
| 2020-01-01 | 49.5893990051946 |
| 2020-02-01 | 49.8418940662605 |
| 2020-03-01 | 49.5154530015243 |
| 2020-04-01 | 43.9462758312974 |
| 2020-05-01 | 43.7021023762584 |
| 2020-06-01 | 44.4879888429944 |
| 2020-07-01 | 45.1775277603271 |
| 2020-08-01 | 45.8931424837489 |
| 2020-09-01 | 46.3336289221215 |
| 2020-10-01 | 47.1117139583170 |
| 2020-11-01 | 47.2573610763980 |
| 2020-12-01 | 47.6658361471035 |
| 2021-01-01 | 47.4572932050578 |
| 2021-02-01 | 47.7868740928372 |
| 2021-03-01 | 47.9386413950298 |
| 2021-04-01 | 48.0232226798364 |
| 2021-05-01 | 48.2233861622809 |
| 2021-06-01 | 47.9773788033533 |
| 2021-07-01 | 48.2366006280396 |
| 2021-08-01 | 48.1105025178282 |
| 2021-09-01 | 47.7798385077744 |
| 2021-10-01 | 48.6418712393758 |
| 2021-11-01 | 48.7533415597356 |
| 2021-12-01 | 48.7157098390042 |
| 2022-01-01 | 48.9508967707930 |
| 2022-02-01 | 49.0163502372191 |
| 2022-03-01 | 49.0654535333082 |
| 2022-04-01 | 49.3671742796117 |
| 2022-05-01 | 49.3275676506795 |
| 2022-06-01 | 49.5326245244393 |
| 2022-07-01 | 49.5139832307656 |
| 2022-08-01 | 49.6651048735118 |
| 2022-09-01 | 49.5072359292753 |
| 2022-10-01 | 49.2916900199358 |
| 2022-11-01 | 49.4278872113912 |
| 2022-12-01 | 49.0696344532440 |
| 2023-01-01 | 50.4483409604474 |
| 2023-02-01 | 50.1606988931657 |
| 2023-03-01 | 50.2983185917931 |
| 2023-04-01 | 50.0014155318510 |
| 2023-05-01 | 49.8356460387455 |
| 2023-06-01 | 50.0698685806783 |
| 2023-07-01 | 49.8118229718477 |
| 2023-08-01 | 49.5148099771754 |
| 2023-09-01 | 49.4411277064765 |
| 2023-10-01 | 49.0378807798051 |
| 2023-11-01 | 48.7874320871565 |
| 2023-12-01 | 48.4954007658494 |
| 2024-01-01 | 48.6469379633900 |
| 2024-02-01 | 48.4133076433284 |
| 2024-03-01 | 48.6538542640674 |
| 2024-04-01 | 48.4496337893699 |
| 2024-05-01 | 48.5408229527764 |
| 2024-06-01 | 48.4150828416964 |
| 2024-07-01 | 48.4213070763816 |
| 2024-08-01 | 48.4682291284231 |
| 2024-09-01 | 48.3561378349951 |
| 2024-10-01 | 48.4764817933292 |
| 2024-11-01 | 48.4123292755187 |
| 2024-12-01 | 48.4095980760986 |
| 2025-01-01 | 48.1298067007653 |
| 2025-02-01 | 48.1925632313978 |
| 2025-03-01 | 47.7267497513765 |
| 2025-04-01 | 47.7259429885609 |
| 2025-05-01 | 47.3365257916405 |
| 2025-06-01 | 47.2916811424343 |
| 2025-07-01 | 47.0405322443187 |
| 2025-08-01 | 46.7932812851684 |
| 2025-09-01 | 46.8694852671955 |