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 2026-05-01 |
| Last Updated | 2026-06-24 10:16 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 | 26.7228505305801 |
| 1990-02-01 | 26.7931268455135 |
| 1990-03-01 | 26.9192177790169 |
| 1990-04-01 | 26.8211597659157 |
| 1990-05-01 | 26.7698250005549 |
| 1990-06-01 | 26.7991571126550 |
| 1990-07-01 | 26.9894017493838 |
| 1990-08-01 | 26.9233225872893 |
| 1990-09-01 | 27.0333692738206 |
| 1990-10-01 | 26.9885148814599 |
| 1990-11-01 | 27.0893851935096 |
| 1990-12-01 | 27.0780051001611 |
| 1991-01-01 | 27.0034359089392 |
| 1991-02-01 | 26.9754881444035 |
| 1991-03-01 | 26.6860072064683 |
| 1991-04-01 | 26.7411345411183 |
| 1991-05-01 | 26.5928657138007 |
| 1991-06-01 | 26.5927025871125 |
| 1991-07-01 | 26.9813009953289 |
| 1991-08-01 | 27.0403869609908 |
| 1991-09-01 | 27.2476977008320 |
| 1991-10-01 | 26.8010301366785 |
| 1991-11-01 | 26.8957829963053 |
| 1991-12-01 | 26.8934109581162 |
| 1992-01-01 | 28.7594018774065 |
| 1992-02-01 | 28.7392192010166 |
| 1992-03-01 | 28.4345293339264 |
| 1992-04-01 | 29.1760076908428 |
| 1992-05-01 | 29.4312567634960 |
| 1992-06-01 | 29.4129197099183 |
| 1992-07-01 | 28.9698469616801 |
| 1992-08-01 | 29.2402855224314 |
| 1992-09-01 | 29.1637389929945 |
| 1992-10-01 | 29.7334793800702 |
| 1992-11-01 | 29.4980162589992 |
| 1992-12-01 | 29.5946376848579 |
| 1993-01-01 | 31.3820147660332 |
| 1993-02-01 | 31.6102635608976 |
| 1993-03-01 | 31.6676392960523 |
| 1993-04-01 | 32.4507550107599 |
| 1993-05-01 | 32.3824463664503 |
| 1993-06-01 | 32.4514864959837 |
| 1993-07-01 | 32.3620187195372 |
| 1993-08-01 | 32.6259106629925 |
| 1993-09-01 | 32.8720537227404 |
| 1993-10-01 | 33.5554165763510 |
| 1993-11-01 | 33.7806332524862 |
| 1993-12-01 | 34.0714148640654 |
| 1994-01-01 | 34.5145920811840 |
| 1994-02-01 | 35.2923891751565 |
| 1994-03-01 | 35.0096931944799 |
| 1994-04-01 | 34.3339020829056 |
| 1994-05-01 | 34.2549827062523 |
| 1994-06-01 | 34.7182263450286 |
| 1994-07-01 | 34.8391422542645 |
| 1994-08-01 | 34.6021522553678 |
| 1994-09-01 | 35.1546365922544 |
| 1994-10-01 | 34.0607844315238 |
| 1994-11-01 | 34.6684532450707 |
| 1994-12-01 | 34.6286711472505 |
| 1995-01-01 | 35.0589536489576 |
| 1995-02-01 | 35.5876879612422 |
| 1995-03-01 | 35.9875233699497 |
| 1995-04-01 | 36.2052526911693 |
| 1995-05-01 | 36.3361686338981 |
| 1995-06-01 | 36.2716023449133 |
| 1995-07-01 | 36.7185206453896 |
| 1995-08-01 | 36.7727020838915 |
| 1995-09-01 | 36.4166147638753 |
| 1995-10-01 | 35.9567578075096 |
| 1995-11-01 | 36.1485721660527 |
| 1995-12-01 | 36.1859488155301 |
| 1996-01-01 | 36.2516513238460 |
| 1996-02-01 | 35.7799118685735 |
| 1996-03-01 | 35.7069743622949 |
| 1996-04-01 | 35.5311633400534 |
| 1996-05-01 | 35.9067408801561 |
| 1996-06-01 | 35.7249163230695 |
| 1996-07-01 | 35.7964055636456 |
| 1996-08-01 | 36.1329052691164 |
| 1996-09-01 | 36.3814509435429 |
| 1996-10-01 | 37.2461427577767 |
| 1996-11-01 | 37.2180478470079 |
| 1996-12-01 | 36.8384755997016 |
| 1997-01-01 | 35.5723907122619 |
| 1997-02-01 | 36.2052069241342 |
| 1997-03-01 | 36.3660905826813 |
| 1997-04-01 | 35.5221050093989 |
| 1997-05-01 | 35.7427088364688 |
| 1997-06-01 | 36.0317384702716 |
| 1997-07-01 | 36.4109458281997 |
| 1997-08-01 | 36.3049473214854 |
| 1997-09-01 | 36.6559673263543 |
| 1997-10-01 | 36.7045246928027 |
| 1997-11-01 | 36.1744388131440 |
| 1997-12-01 | 36.3858090247269 |
| 1998-01-01 | 36.4402096332566 |
| 1998-02-01 | 36.6434075278639 |
| 1998-03-01 | 36.3410804100326 |
| 1998-04-01 | 37.1074058002902 |
| 1998-05-01 | 36.9567109723553 |
| 1998-06-01 | 36.8994668951370 |
| 1998-07-01 | 36.5382519831863 |
| 1998-08-01 | 36.6054881314714 |
| 1998-09-01 | 36.3410832456919 |
| 1998-10-01 | 36.2306268648656 |
| 1998-11-01 | 36.6272286980248 |
| 1998-12-01 | 36.9244902246222 |
| 1999-01-01 | 37.5227981095331 |
| 1999-02-01 | 38.0915376504191 |
| 1999-03-01 | 38.1104039026975 |
| 1999-04-01 | 38.1035416889407 |
| 1999-05-01 | 38.0731345573701 |
| 1999-06-01 | 38.0629922018038 |
| 1999-07-01 | 38.8593221690122 |
| 1999-08-01 | 38.2048726459362 |
| 1999-09-01 | 38.0006041731405 |
| 1999-10-01 | 38.4774747713495 |
| 1999-11-01 | 38.7889929887366 |
| 1999-12-01 | 38.5794730621190 |
| 2000-01-01 | 38.6017075910028 |
| 2000-02-01 | 38.4241743589030 |
| 2000-03-01 | 38.8571447536671 |
| 2000-04-01 | 39.6276107625981 |
| 2000-05-01 | 38.8695434131391 |
| 2000-06-01 | 39.0697124814813 |
| 2000-07-01 | 39.0519076859210 |
| 2000-08-01 | 38.8792491269467 |
| 2000-09-01 | 38.8501296523391 |
| 2000-10-01 | 38.4704422937432 |
| 2000-11-01 | 37.9610309523969 |
| 2000-12-01 | 37.8460550948739 |
| 2001-01-01 | 37.5430370007442 |
| 2001-02-01 | 37.4745797855272 |
| 2001-03-01 | 37.3859370828349 |
| 2001-04-01 | 37.8445185309558 |
| 2001-05-01 | 38.7761998830667 |
| 2001-06-01 | 38.8947672925212 |
| 2001-07-01 | 38.5061876296928 |
| 2001-08-01 | 38.8392003436153 |
| 2001-09-01 | 39.2735557578118 |
| 2001-10-01 | 40.0076599347395 |
| 2001-11-01 | 40.6788432463680 |
| 2001-12-01 | 40.8482760874962 |
| 2002-01-01 | 40.0548738255268 |
| 2002-02-01 | 40.0960635236628 |
| 2002-03-01 | 40.1373216629149 |
| 2002-04-01 | 39.4454558377230 |
| 2002-05-01 | 39.1580401921299 |
| 2002-06-01 | 39.1205258383732 |
| 2002-07-01 | 39.5246521895950 |
| 2002-08-01 | 39.7860082216133 |
| 2002-09-01 | 40.1208911162102 |
| 2002-10-01 | 40.2757390778352 |
| 2002-11-01 | 39.4322466833564 |
| 2002-12-01 | 39.6736433532341 |
| 2003-01-01 | 41.4529930414780 |
| 2003-02-01 | 41.9146869618549 |
| 2003-03-01 | 41.2070164585211 |
| 2003-04-01 | 41.2850697335761 |
| 2003-05-01 | 41.7382727144260 |
| 2003-06-01 | 41.5331063768351 |
| 2003-07-01 | 41.9040917655331 |
| 2003-08-01 | 42.2246224450847 |
| 2003-09-01 | 42.2752592716222 |
| 2003-10-01 | 42.0847281098850 |
| 2003-11-01 | 42.4347386515293 |
| 2003-12-01 | 42.6326039896220 |
| 2004-01-01 | 43.2535980140008 |
| 2004-02-01 | 43.4094754606739 |
| 2004-03-01 | 43.8856851603181 |
| 2004-04-01 | 44.0890730912912 |
| 2004-05-01 | 43.8585104417823 |
| 2004-06-01 | 44.4378711391973 |
| 2004-07-01 | 44.3898683274883 |
| 2004-08-01 | 44.2699278542724 |
| 2004-09-01 | 44.4712581166806 |
| 2004-10-01 | 44.6143000191801 |
| 2004-11-01 | 44.9455784675408 |
| 2004-12-01 | 45.1920600778515 |
| 2005-01-01 | 45.7570770936797 |
| 2005-02-01 | 46.1972229359001 |
| 2005-03-01 | 46.0229230584569 |
| 2005-04-01 | 46.4751960875905 |
| 2005-05-01 | 46.6881952623726 |
| 2005-06-01 | 46.8218990264457 |
| 2005-07-01 | 47.3135077729223 |
| 2005-08-01 | 47.7583963343057 |
| 2005-09-01 | 47.7709119493090 |
| 2005-10-01 | 49.1190652016729 |
| 2005-11-01 | 48.7581586180243 |
| 2005-12-01 | 48.9298951470838 |
| 2006-01-01 | 48.3719381310524 |
| 2006-02-01 | 48.7484165945389 |
| 2006-03-01 | 48.9418496708672 |
| 2006-04-01 | 49.4852096285099 |
| 2006-05-01 | 49.7914387199159 |
| 2006-06-01 | 50.2067867178664 |
| 2006-07-01 | 50.5255863896866 |
| 2006-08-01 | 50.9795549773011 |
| 2006-09-01 | 50.6059309100789 |
| 2006-10-01 | 50.2785207152047 |
| 2006-11-01 | 50.1139350934876 |
| 2006-12-01 | 50.1414876895842 |
| 2007-01-01 | 49.8889781551760 |
| 2007-02-01 | 49.9784325580420 |
| 2007-03-01 | 49.8014042737183 |
| 2007-04-01 | 50.8256642781431 |
| 2007-05-01 | 51.2478767329712 |
| 2007-06-01 | 51.9119929497444 |
| 2007-07-01 | 51.6796823012947 |
| 2007-08-01 | 51.8454266412775 |
| 2007-09-01 | 52.1340306295020 |
| 2007-10-01 | 52.2787457002014 |
| 2007-11-01 | 52.5233158072844 |
| 2007-12-01 | 52.7504298342676 |
| 2008-01-01 | 53.7158524758434 |
| 2008-02-01 | 54.2017425459433 |
| 2008-03-01 | 54.0243137819109 |
| 2008-04-01 | 53.7950409230933 |
| 2008-05-01 | 53.6118388128288 |
| 2008-06-01 | 53.2265288507516 |
| 2008-07-01 | 52.9632314060184 |
| 2008-08-01 | 52.9270637143527 |
| 2008-09-01 | 52.5941770589085 |
| 2008-10-01 | 52.1319294106934 |
| 2008-11-01 | 51.8030959620191 |
| 2008-12-01 | 51.4896378040562 |
| 2009-01-01 | 50.7204585552443 |
| 2009-02-01 | 50.0130410056029 |
| 2009-03-01 | 49.4334282306833 |
| 2009-04-01 | 48.7799122679548 |
| 2009-05-01 | 48.3143438737057 |
| 2009-06-01 | 47.8122691396424 |
| 2009-07-01 | 47.1556246975605 |
| 2009-08-01 | 46.9151682387962 |
| 2009-09-01 | 46.6566678183248 |
| 2009-10-01 | 46.4540172744773 |
| 2009-11-01 | 46.5589561643874 |
| 2009-12-01 | 46.3554500858748 |
| 2010-01-01 | 47.1228816609682 |
| 2010-02-01 | 46.7462171086794 |
| 2010-03-01 | 46.8659761432156 |
| 2010-04-01 | 47.1831793305618 |
| 2010-05-01 | 47.2132091265776 |
| 2010-06-01 | 47.5768451473443 |
| 2010-07-01 | 48.2176154912198 |
| 2010-08-01 | 48.3645494247131 |
| 2010-09-01 | 48.1346944443968 |
| 2010-10-01 | 49.5687476659058 |
| 2010-11-01 | 49.8165808491912 |
| 2010-12-01 | 49.8720555031328 |
| 2011-01-01 | 48.9019825731100 |
| 2011-02-01 | 48.6034381364054 |
| 2011-03-01 | 49.0307955940792 |
| 2011-04-01 | 48.9860771608167 |
| 2011-05-01 | 49.0169625745248 |
| 2011-06-01 | 48.9365174457879 |
| 2011-07-01 | 48.8302973559855 |
| 2011-08-01 | 48.6819381727861 |
| 2011-09-01 | 48.4883333378835 |
| 2011-10-01 | 49.0974815249615 |
| 2011-11-01 | 48.9832464727292 |
| 2011-12-01 | 49.2876467795607 |
| 2012-01-01 | 49.4053430281283 |
| 2012-02-01 | 49.5996686244167 |
| 2012-03-01 | 49.7256900638925 |
| 2012-04-01 | 49.7900938525953 |
| 2012-05-01 | 49.8970186304309 |
| 2012-06-01 | 49.9960330966969 |
| 2012-07-01 | 49.4989525344738 |
| 2012-08-01 | 49.6671229769767 |
| 2012-09-01 | 49.8363320133115 |
| 2012-10-01 | 49.1419364808793 |
| 2012-11-01 | 49.8877444902901 |
| 2012-12-01 | 49.8096319074819 |
| 2013-01-01 | 49.8913032888573 |
| 2013-02-01 | 49.8880318914949 |
| 2013-03-01 | 49.9694874875465 |
| 2013-04-01 | 49.8714660042295 |
| 2013-05-01 | 50.0646965384860 |
| 2013-06-01 | 50.2918295017388 |
| 2013-07-01 | 50.5573103605358 |
| 2013-08-01 | 50.7346663062666 |
| 2013-09-01 | 50.6553927749392 |
| 2013-10-01 | 49.8141711889392 |
| 2013-11-01 | 50.0728386199165 |
| 2013-12-01 | 50.4889570639562 |
| 2014-01-01 | 51.1888176262744 |
| 2014-02-01 | 51.3021652778177 |
| 2014-03-01 | 51.5523942914818 |
| 2014-04-01 | 51.4531654707961 |
| 2014-05-01 | 51.4204857147261 |
| 2014-06-01 | 51.5045690410338 |
| 2014-07-01 | 51.6198444453512 |
| 2014-08-01 | 51.6897402990673 |
| 2014-09-01 | 51.5459429943742 |
| 2014-10-01 | 52.0127266989839 |
| 2014-11-01 | 52.1387746647738 |
| 2014-12-01 | 52.6363016750366 |
| 2015-01-01 | 51.9851587284446 |
| 2015-02-01 | 52.2310119711549 |
| 2015-03-01 | 52.3410467148232 |
| 2015-04-01 | 52.4335392384661 |
| 2015-05-01 | 52.6059573989564 |
| 2015-06-01 | 52.7360204143077 |
| 2015-07-01 | 52.7804608568354 |
| 2015-08-01 | 52.7520713023225 |
| 2015-09-01 | 52.8363842869717 |
| 2015-10-01 | 53.0089452787546 |
| 2015-11-01 | 52.8734724132728 |
| 2015-12-01 | 52.7138804312350 |
| 2016-01-01 | 53.3959029517765 |
| 2016-02-01 | 53.4860683066799 |
| 2016-03-01 | 53.2250991198981 |
| 2016-04-01 | 53.7501249970670 |
| 2016-05-01 | 53.5981259976115 |
| 2016-06-01 | 53.3603319470000 |
| 2016-07-01 | 53.7590188032441 |
| 2016-08-01 | 53.2105021664694 |
| 2016-09-01 | 54.2298064102116 |
| 2016-10-01 | 53.6084587753266 |
| 2016-11-01 | 53.6190265708268 |
| 2016-12-01 | 53.3605445883000 |
| 2017-01-01 | 53.3768928784178 |
| 2017-02-01 | 53.3338438224030 |
| 2017-03-01 | 53.2829493410003 |
| 2017-04-01 | 53.4934694366006 |
| 2017-05-01 | 53.6118863178380 |
| 2017-06-01 | 53.5021740514611 |
| 2017-07-01 | 53.0474006755887 |
| 2017-08-01 | 53.1640774642425 |
| 2017-09-01 | 53.2367672180995 |
| 2017-10-01 | 52.7161462325179 |
| 2017-11-01 | 52.6646122075949 |
| 2017-12-01 | 52.2870063801921 |
| 2018-01-01 | 51.7504293317596 |
| 2018-02-01 | 51.6665936236842 |
| 2018-03-01 | 51.7010605316329 |
| 2018-04-01 | 50.8641181392829 |
| 2018-05-01 | 51.0239391136655 |
| 2018-06-01 | 51.2473890116452 |
| 2018-07-01 | 51.0386657729437 |
| 2018-08-01 | 50.8202916696940 |
| 2018-09-01 | 50.5451750678953 |
| 2018-10-01 | 50.7439627430515 |
| 2018-11-01 | 50.6427365000774 |
| 2018-12-01 | 50.7431119392236 |
| 2019-01-01 | 50.7121011097881 |
| 2019-02-01 | 50.3655042646581 |
| 2019-03-01 | 50.2661169646541 |
| 2019-04-01 | 50.2170396792170 |
| 2019-05-01 | 50.2614547918684 |
| 2019-06-01 | 50.0844825789389 |
| 2019-07-01 | 49.9065616295002 |
| 2019-08-01 | 49.8836208475781 |
| 2019-09-01 | 49.6873063706066 |
| 2019-10-01 | 49.4746689747313 |
| 2019-11-01 | 49.4725644238180 |
| 2019-12-01 | 49.4285163816760 |
| 2020-01-01 | 49.5812472157261 |
| 2020-02-01 | 49.8334207777154 |
| 2020-03-01 | 49.4983990837610 |
| 2020-04-01 | 43.9379733662059 |
| 2020-05-01 | 43.6846001136829 |
| 2020-06-01 | 44.4973571837248 |
| 2020-07-01 | 45.1607196253463 |
| 2020-08-01 | 45.8753703170726 |
| 2020-09-01 | 46.3217104012425 |
| 2020-10-01 | 47.2160715361954 |
| 2020-11-01 | 47.2564476285896 |
| 2020-12-01 | 47.6772269034912 |
| 2021-01-01 | 47.4457339395853 |
| 2021-02-01 | 47.7805936656326 |
| 2021-03-01 | 47.9134890207830 |
| 2021-04-01 | 48.0118772200391 |
| 2021-05-01 | 48.1980023346430 |
| 2021-06-01 | 47.9926785259727 |
| 2021-07-01 | 48.2091839384240 |
| 2021-08-01 | 48.0764775361909 |
| 2021-09-01 | 47.7514359272356 |
| 2021-10-01 | 48.7656815793058 |
| 2021-11-01 | 48.7632306459287 |
| 2021-12-01 | 48.7668771953075 |
| 2022-01-01 | 48.9166187056570 |
| 2022-02-01 | 49.0321346170772 |
| 2022-03-01 | 49.0270072166338 |
| 2022-04-01 | 49.3524502200090 |
| 2022-05-01 | 49.2885282330880 |
| 2022-06-01 | 49.5679157085057 |
| 2022-07-01 | 49.4695789614006 |
| 2022-08-01 | 49.6019887989393 |
| 2022-09-01 | 49.4673000808450 |
| 2022-10-01 | 49.4177566268529 |
| 2022-11-01 | 49.4483365200905 |
| 2022-12-01 | 49.1714158147115 |
| 2023-01-01 | 50.3879706694335 |
| 2023-02-01 | 50.2060018649239 |
| 2023-03-01 | 50.2406088784915 |
| 2023-04-01 | 49.9978678145671 |
| 2023-05-01 | 49.7913185001682 |
| 2023-06-01 | 50.1195181852402 |
| 2023-07-01 | 49.7545274020229 |
| 2023-08-01 | 49.4205587388617 |
| 2023-09-01 | 49.3845646354135 |
| 2023-10-01 | 49.1544262320520 |
| 2023-11-01 | 48.8127254364411 |
| 2023-12-01 | 48.6434944859333 |
| 2024-01-01 | 48.5567245789319 |
| 2024-02-01 | 48.4974393621591 |
| 2024-03-01 | 48.5820158374229 |
| 2024-04-01 | 48.4621401139756 |
| 2024-05-01 | 48.4925775119824 |
| 2024-06-01 | 48.3870966106418 |
| 2024-07-01 | 48.1471809147241 |
| 2024-08-01 | 48.1438116869587 |
| 2024-09-01 | 47.9930868760762 |
| 2024-10-01 | 47.7715921177616 |
| 2024-11-01 | 47.4363563492073 |
| 2024-12-01 | 47.4855334247132 |
| 2025-01-01 | 47.7257920422201 |
| 2025-02-01 | 47.6038136003495 |
| 2025-03-01 | 47.5494709471688 |
| 2025-04-01 | 47.7600439141064 |
| 2025-05-01 | 47.5917958292353 |
| 2025-06-01 | 47.4715775568999 |
| 2025-07-01 | 47.5610441678504 |
| 2025-08-01 | 47.4493225956294 |
| 2025-09-01 | 47.2927640903677 |
| 2025-10-01 | 47.4745581609911 |
| 2025-11-01 | 47.6346892113806 |
| 2025-12-01 | 47.8896548446394 |
| 2026-01-01 | 47.4118373519314 |
| 2026-02-01 | 47.1120696968362 |
| 2026-03-01 | 47.0465843144943 |
| 2026-04-01 | 46.6631594569391 |
| 2026-05-01 | 46.6911094836308 |