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 2026-06-01 |
| Last Updated | 2026-07-22 9:58 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 | 26.7228608135617 |
| 1990-02-01 | 26.7931353922462 |
| 1990-03-01 | 26.9192240632621 |
| 1990-04-01 | 26.8211640877044 |
| 1990-05-01 | 26.7698278095803 |
| 1990-06-01 | 26.7991580492574 |
| 1990-07-01 | 26.9894007500637 |
| 1990-08-01 | 26.9233197102644 |
| 1990-09-01 | 27.0333643730855 |
| 1990-10-01 | 26.9885096300438 |
| 1990-11-01 | 27.0893767379805 |
| 1990-12-01 | 27.0779945269384 |
| 1991-01-01 | 27.0034462188465 |
| 1991-02-01 | 26.9754967616106 |
| 1991-03-01 | 26.6860133670338 |
| 1991-04-01 | 26.7411386281029 |
| 1991-05-01 | 26.5928683901401 |
| 1991-06-01 | 26.5927033512483 |
| 1991-07-01 | 26.9812998929302 |
| 1991-08-01 | 27.0403841593726 |
| 1991-09-01 | 27.2476928571163 |
| 1991-10-01 | 26.8010250884782 |
| 1991-11-01 | 26.8957751722218 |
| 1991-12-01 | 26.8934014769290 |
| 1992-01-01 | 28.7594115777716 |
| 1992-02-01 | 28.7392274570220 |
| 1992-03-01 | 28.4345350591225 |
| 1992-04-01 | 29.1760112737094 |
| 1992-05-01 | 29.4312590862957 |
| 1992-06-01 | 29.4129202116994 |
| 1992-07-01 | 28.9698458176623 |
| 1992-08-01 | 29.2402829831654 |
| 1992-09-01 | 29.1637345703460 |
| 1992-10-01 | 29.7334750265345 |
| 1992-11-01 | 29.4980095096243 |
| 1992-12-01 | 29.5946295025019 |
| 1993-01-01 | 31.3820230827806 |
| 1993-02-01 | 31.6102709339177 |
| 1993-03-01 | 31.6676442217092 |
| 1993-04-01 | 32.4507580064182 |
| 1993-05-01 | 32.3824482388181 |
| 1993-06-01 | 32.4514867666186 |
| 1993-07-01 | 32.3620176293865 |
| 1993-08-01 | 32.6259085606376 |
| 1993-09-01 | 32.8720500605563 |
| 1993-10-01 | 33.5554132522359 |
| 1993-11-01 | 33.7806276755327 |
| 1993-12-01 | 34.0714083326135 |
| 1994-01-01 | 34.5145988806419 |
| 1994-02-01 | 35.2923950925193 |
| 1994-03-01 | 35.0096972078527 |
| 1994-04-01 | 34.3339042803072 |
| 1994-05-01 | 34.2549840232634 |
| 1994-06-01 | 34.7182263483389 |
| 1994-07-01 | 34.8391412726161 |
| 1994-08-01 | 34.6021507056671 |
| 1994-09-01 | 35.1546339458259 |
| 1994-10-01 | 34.0607820293785 |
| 1994-11-01 | 34.6684491859588 |
| 1994-12-01 | 34.6286670913161 |
| 1995-01-01 | 35.0589580560538 |
| 1995-02-01 | 35.5876920298674 |
| 1995-03-01 | 35.9875263660040 |
| 1995-04-01 | 36.2052542254052 |
| 1995-05-01 | 36.3361693835914 |
| 1995-06-01 | 36.2716021895768 |
| 1995-07-01 | 36.7185198990244 |
| 1995-08-01 | 36.7727011398754 |
| 1995-09-01 | 36.4166130939556 |
| 1995-10-01 | 35.9567562160834 |
| 1995-11-01 | 36.1485695103917 |
| 1995-12-01 | 36.1859471862849 |
| 1996-01-01 | 36.2516533939371 |
| 1996-02-01 | 35.7799140408525 |
| 1996-03-01 | 35.7069765088944 |
| 1996-04-01 | 35.5311643534261 |
| 1996-05-01 | 35.9067411733122 |
| 1996-06-01 | 35.7249161201234 |
| 1996-07-01 | 35.7964051039277 |
| 1996-08-01 | 36.1329048033288 |
| 1996-09-01 | 36.3814500986520 |
| 1996-10-01 | 37.2461417296931 |
| 1996-11-01 | 37.2180463503091 |
| 1996-12-01 | 36.8384755440384 |
| 1997-01-01 | 35.5723911585329 |
| 1997-02-01 | 36.2052077396927 |
| 1997-03-01 | 36.3660919479900 |
| 1997-04-01 | 35.5221056934336 |
| 1997-05-01 | 35.7427088861433 |
| 1997-06-01 | 36.0317383540350 |
| 1997-07-01 | 36.4109456338326 |
| 1997-08-01 | 36.3049471457570 |
| 1997-09-01 | 36.6559670407333 |
| 1997-10-01 | 36.7045241463142 |
| 1997-11-01 | 36.1744377389527 |
| 1997-12-01 | 36.3858091283911 |
| 1998-01-01 | 36.4402098893099 |
| 1998-02-01 | 36.6434077138900 |
| 1998-03-01 | 36.3410813162158 |
| 1998-04-01 | 37.1074062083201 |
| 1998-05-01 | 36.9567109391918 |
| 1998-06-01 | 36.8994668151346 |
| 1998-07-01 | 36.5382518984477 |
| 1998-08-01 | 36.6054880504411 |
| 1998-09-01 | 36.3410831999062 |
| 1998-10-01 | 36.2306265493783 |
| 1998-11-01 | 36.6272280204690 |
| 1998-12-01 | 36.9244902975429 |
| 1999-01-01 | 37.5227982378236 |
| 1999-02-01 | 38.0915377002653 |
| 1999-03-01 | 38.1104044568785 |
| 1999-04-01 | 38.1035419428953 |
| 1999-05-01 | 38.0731345286054 |
| 1999-06-01 | 38.0629921512420 |
| 1999-07-01 | 38.8593221246454 |
| 1999-08-01 | 38.2048725993316 |
| 1999-09-01 | 38.0006041324917 |
| 1999-10-01 | 38.4774745967838 |
| 1999-11-01 | 38.7889926267222 |
| 1999-12-01 | 38.5794730844999 |
| 2000-01-01 | 38.6017076590982 |
| 2000-02-01 | 38.4241744050321 |
| 2000-03-01 | 38.8571450656761 |
| 2000-04-01 | 39.6276109196943 |
| 2000-05-01 | 38.8695433941748 |
| 2000-06-01 | 39.0697124381053 |
| 2000-07-01 | 39.0519076486997 |
| 2000-08-01 | 38.8792490779475 |
| 2000-09-01 | 38.8501295827665 |
| 2000-10-01 | 38.4704422327112 |
| 2000-11-01 | 37.9610308877353 |
| 2000-12-01 | 37.8460550624113 |
| 2001-01-01 | 37.5430370193955 |
| 2001-02-01 | 37.4745798458391 |
| 2001-03-01 | 37.3859371665905 |
| 2001-04-01 | 37.8445185991857 |
| 2001-05-01 | 38.7761998925453 |
| 2001-06-01 | 38.8947672745546 |
| 2001-07-01 | 38.5061876032930 |
| 2001-08-01 | 38.8392003178854 |
| 2001-09-01 | 39.2735557298872 |
| 2001-10-01 | 40.0076599182525 |
| 2001-11-01 | 40.6788432276612 |
| 2001-12-01 | 40.8482760824194 |
| 2002-01-01 | 40.0548738348073 |
| 2002-02-01 | 40.0960635428193 |
| 2002-03-01 | 40.1373216827681 |
| 2002-04-01 | 39.4454558656208 |
| 2002-05-01 | 39.1580401910917 |
| 2002-06-01 | 39.1205258306836 |
| 2002-07-01 | 39.5246521798218 |
| 2002-08-01 | 39.7860082128272 |
| 2002-09-01 | 40.1208911082641 |
| 2002-10-01 | 40.2757390777940 |
| 2002-11-01 | 39.4322466792290 |
| 2002-12-01 | 39.6736433547303 |
| 2003-01-01 | 41.4529930444970 |
| 2003-02-01 | 41.9146869639635 |
| 2003-03-01 | 41.2070164596203 |
| 2003-04-01 | 41.2850697418685 |
| 2003-05-01 | 41.7382727123728 |
| 2003-06-01 | 41.5331063763869 |
| 2003-07-01 | 41.9040917647380 |
| 2003-08-01 | 42.2246224441549 |
| 2003-09-01 | 42.2752592707684 |
| 2003-10-01 | 42.0847281095819 |
| 2003-11-01 | 42.4347386473890 |
| 2003-12-01 | 42.6326039890761 |
| 2004-01-01 | 43.2535980151197 |
| 2004-02-01 | 43.4094754619814 |
| 2004-03-01 | 43.8856851617701 |
| 2004-04-01 | 44.0890730927401 |
| 2004-05-01 | 43.8585104416354 |
| 2004-06-01 | 44.4378711394564 |
| 2004-07-01 | 44.3898683273082 |
| 2004-08-01 | 44.2699278539188 |
| 2004-09-01 | 44.4712581165394 |
| 2004-10-01 | 44.6143000191016 |
| 2004-11-01 | 44.9455784653393 |
| 2004-12-01 | 45.1920600769522 |
| 2005-01-01 | 45.7570770942286 |
| 2005-02-01 | 46.1972229372917 |
| 2005-03-01 | 46.0229230589914 |
| 2005-04-01 | 46.4751960881252 |
| 2005-05-01 | 46.6881952626759 |
| 2005-06-01 | 46.8218990266602 |
| 2005-07-01 | 47.3135077730448 |
| 2005-08-01 | 47.7583963340360 |
| 2005-09-01 | 47.7709119485730 |
| 2005-10-01 | 49.1190651996715 |
| 2005-11-01 | 48.7581586162749 |
| 2005-12-01 | 48.9298951465049 |
| 2006-01-01 | 48.3719381340387 |
| 2006-02-01 | 48.7484165998209 |
| 2006-03-01 | 48.9418496726281 |
| 2006-04-01 | 49.4852096271542 |
| 2006-05-01 | 49.7914387152614 |
| 2006-06-01 | 50.2067867136055 |
| 2006-07-01 | 50.5255863893592 |
| 2006-08-01 | 50.9795549800409 |
| 2006-09-01 | 50.6059309130794 |
| 2006-10-01 | 50.2785207128496 |
| 2006-11-01 | 50.1139350890475 |
| 2006-12-01 | 50.1414876887788 |
| 2007-01-01 | 49.8889781607545 |
| 2007-02-01 | 49.9784325733893 |
| 2007-03-01 | 49.8014042796738 |
| 2007-04-01 | 50.8256642719262 |
| 2007-05-01 | 51.2478767144670 |
| 2007-06-01 | 51.9119929337962 |
| 2007-07-01 | 51.6796823008610 |
| 2007-08-01 | 51.8454266482415 |
| 2007-09-01 | 52.1340306511182 |
| 2007-10-01 | 52.2787457066104 |
| 2007-11-01 | 52.5233157975837 |
| 2007-12-01 | 52.7504298058622 |
| 2008-01-01 | 53.7158524531703 |
| 2008-02-01 | 54.2017426667915 |
| 2008-03-01 | 54.0243137591186 |
| 2008-04-01 | 53.7950408898518 |
| 2008-05-01 | 53.6118387806996 |
| 2008-06-01 | 53.2265288260355 |
| 2008-07-01 | 52.9632313878665 |
| 2008-08-01 | 52.9270636874653 |
| 2008-09-01 | 52.5941772503184 |
| 2008-10-01 | 52.1319293746823 |
| 2008-11-01 | 51.8030959117595 |
| 2008-12-01 | 51.4896377297837 |
| 2009-01-01 | 50.7204584909733 |
| 2009-02-01 | 50.0130412090902 |
| 2009-03-01 | 49.4334281557204 |
| 2009-04-01 | 48.7799121951738 |
| 2009-05-01 | 48.3143438461097 |
| 2009-06-01 | 47.8122691607082 |
| 2009-07-01 | 47.1556247404994 |
| 2009-08-01 | 46.9151682797391 |
| 2009-09-01 | 46.6566682611018 |
| 2009-10-01 | 46.4540171452435 |
| 2009-11-01 | 46.5589559580810 |
| 2009-12-01 | 46.3554497846700 |
| 2010-01-01 | 47.1228813923226 |
| 2010-02-01 | 46.7462173114186 |
| 2010-03-01 | 46.8659760380871 |
| 2010-04-01 | 47.1831793097869 |
| 2010-05-01 | 47.2132092537918 |
| 2010-06-01 | 47.5768454176138 |
| 2010-07-01 | 48.2176158276885 |
| 2010-08-01 | 48.3645498029202 |
| 2010-09-01 | 48.1346953272894 |
| 2010-10-01 | 49.5687471772948 |
| 2010-11-01 | 49.8165799163248 |
| 2010-12-01 | 49.8720543398022 |
| 2011-01-01 | 48.9019815440018 |
| 2011-02-01 | 48.6034381386297 |
| 2011-03-01 | 49.0307960496037 |
| 2011-04-01 | 48.9860781336473 |
| 2011-05-01 | 49.0169634980601 |
| 2011-06-01 | 48.9365183021502 |
| 2011-07-01 | 48.8302982540723 |
| 2011-08-01 | 48.6819390061275 |
| 2011-09-01 | 48.4883328911632 |
| 2011-10-01 | 49.0974811751060 |
| 2011-11-01 | 48.9832457989322 |
| 2011-12-01 | 49.2876410727491 |
| 2012-01-01 | 49.4053402157333 |
| 2012-02-01 | 49.5996698950349 |
| 2012-03-01 | 49.7256927263421 |
| 2012-04-01 | 49.7900975066762 |
| 2012-05-01 | 49.8970217052366 |
| 2012-06-01 | 49.9960347340744 |
| 2012-07-01 | 49.4989530338202 |
| 2012-08-01 | 49.6671231716295 |
| 2012-09-01 | 49.8363296974907 |
| 2012-10-01 | 49.1419354500011 |
| 2012-11-01 | 49.8877427203429 |
| 2012-12-01 | 49.8096212668961 |
| 2013-01-01 | 49.8912976739446 |
| 2013-02-01 | 49.8880328560358 |
| 2013-03-01 | 49.9694905445957 |
| 2013-04-01 | 49.8714883043693 |
| 2013-05-01 | 50.0646990675422 |
| 2013-06-01 | 50.2918302732058 |
| 2013-07-01 | 50.5573103649900 |
| 2013-08-01 | 50.7346594802199 |
| 2013-09-01 | 50.6553866469975 |
| 2013-10-01 | 49.8141702274401 |
| 2013-11-01 | 50.0728360939625 |
| 2013-12-01 | 50.4889401978801 |
| 2014-01-01 | 51.1888089000583 |
| 2014-02-01 | 51.3021675467703 |
| 2014-03-01 | 51.5524001215416 |
| 2014-04-01 | 51.4532099634767 |
| 2014-05-01 | 51.4204923199904 |
| 2014-06-01 | 51.5045731822401 |
| 2014-07-01 | 51.6198279234223 |
| 2014-08-01 | 51.6897269899431 |
| 2014-09-01 | 51.5459342266294 |
| 2014-10-01 | 52.0127226539365 |
| 2014-11-01 | 52.1387679700723 |
| 2014-12-01 | 52.6362846665867 |
| 2015-01-01 | 51.9851518330501 |
| 2015-02-01 | 52.2310144102546 |
| 2015-03-01 | 52.3410478175491 |
| 2015-04-01 | 52.4336376884464 |
| 2015-05-01 | 52.6059531758668 |
| 2015-06-01 | 52.7360159332713 |
| 2015-07-01 | 52.7804211727392 |
| 2015-08-01 | 52.7520473096929 |
| 2015-09-01 | 52.8363698755187 |
| 2015-10-01 | 53.0089403741599 |
| 2015-11-01 | 52.8734693864348 |
| 2015-12-01 | 52.7138712171750 |
| 2016-01-01 | 53.3959073912455 |
| 2016-02-01 | 53.4860792345604 |
| 2016-03-01 | 53.2250994464198 |
| 2016-04-01 | 53.7502575817758 |
| 2016-05-01 | 53.5981063553421 |
| 2016-06-01 | 53.3603114415374 |
| 2016-07-01 | 53.7589490271652 |
| 2016-08-01 | 53.2104663093692 |
| 2016-09-01 | 54.2297842026480 |
| 2016-10-01 | 53.6084535714339 |
| 2016-11-01 | 53.6190357947718 |
| 2016-12-01 | 53.3605559509844 |
| 2017-01-01 | 53.3769011391929 |
| 2017-02-01 | 53.3339161118545 |
| 2017-03-01 | 53.2829346250037 |
| 2017-04-01 | 53.4936464314657 |
| 2017-05-01 | 53.6117503770448 |
| 2017-06-01 | 53.5021619428732 |
| 2017-07-01 | 53.0473262060224 |
| 2017-08-01 | 53.1640243957262 |
| 2017-09-01 | 53.2367114144189 |
| 2017-10-01 | 52.7162109514276 |
| 2017-11-01 | 52.6645639289064 |
| 2017-12-01 | 52.2871337444148 |
| 2018-01-01 | 51.7503974098907 |
| 2018-02-01 | 51.6667156990320 |
| 2018-03-01 | 51.7010375618707 |
| 2018-04-01 | 50.8642928208437 |
| 2018-05-01 | 51.0236934853019 |
| 2018-06-01 | 51.2473873197911 |
| 2018-07-01 | 51.0386065810364 |
| 2018-08-01 | 50.8202797452962 |
| 2018-09-01 | 50.5450934100348 |
| 2018-10-01 | 50.7440192954441 |
| 2018-11-01 | 50.6426569373039 |
| 2018-12-01 | 50.7433485245845 |
| 2019-01-01 | 50.7120105194448 |
| 2019-02-01 | 50.3656787606208 |
| 2019-03-01 | 50.2661096074267 |
| 2019-04-01 | 50.2172222086538 |
| 2019-05-01 | 50.2610756647438 |
| 2019-06-01 | 50.0844584495486 |
| 2019-07-01 | 49.9065062350601 |
| 2019-08-01 | 49.8836259315158 |
| 2019-09-01 | 49.6872146248103 |
| 2019-10-01 | 49.4748215970097 |
| 2019-11-01 | 49.4726458389508 |
| 2019-12-01 | 49.4286501153128 |
| 2020-01-01 | 49.5810701397564 |
| 2020-02-01 | 49.8337063956471 |
| 2020-03-01 | 49.4984395750432 |
| 2020-04-01 | 43.9381050742853 |
| 2020-05-01 | 43.6841853514257 |
| 2020-06-01 | 44.4969765838003 |
| 2020-07-01 | 45.1606902430122 |
| 2020-08-01 | 45.8754621987946 |
| 2020-09-01 | 46.3217015147467 |
| 2020-10-01 | 47.2162520163980 |
| 2020-11-01 | 47.2566685663387 |
| 2020-12-01 | 47.6770150521937 |
| 2021-01-01 | 47.4454215876042 |
| 2021-02-01 | 47.7811806080829 |
| 2021-03-01 | 47.9140200013449 |
| 2021-04-01 | 48.0124869160738 |
| 2021-05-01 | 48.1977182853661 |
| 2021-06-01 | 47.9917048219828 |
| 2021-07-01 | 48.2088449170467 |
| 2021-08-01 | 48.0763794845759 |
| 2021-09-01 | 47.7511650632440 |
| 2021-10-01 | 48.7651877394606 |
| 2021-11-01 | 48.7645105774033 |
| 2021-12-01 | 48.7651122173597 |
| 2022-01-01 | 48.9156396036779 |
| 2022-02-01 | 49.0335916492201 |
| 2022-03-01 | 49.0293496805899 |
| 2022-04-01 | 49.3547465434517 |
| 2022-05-01 | 49.2893334840972 |
| 2022-06-01 | 49.5662505194556 |
| 2022-07-01 | 49.4676119342190 |
| 2022-08-01 | 49.6000073358693 |
| 2022-09-01 | 49.4702623587243 |
| 2022-10-01 | 49.4145377504971 |
| 2022-11-01 | 49.4481730041379 |
| 2022-12-01 | 49.1667360446439 |
| 2023-01-01 | 50.3856967422388 |
| 2023-02-01 | 50.2084142931451 |
| 2023-03-01 | 50.2461081577220 |
| 2023-04-01 | 50.0047239996369 |
| 2023-05-01 | 49.8020445037273 |
| 2023-06-01 | 50.1113758101855 |
| 2023-07-01 | 49.7485258409882 |
| 2023-08-01 | 49.4172029846451 |
| 2023-09-01 | 49.3915062115843 |
| 2023-10-01 | 49.1473584605635 |
| 2023-11-01 | 48.8080137416492 |
| 2023-12-01 | 48.6360466300608 |
| 2024-01-01 | 48.5500164749875 |
| 2024-02-01 | 48.4998891673262 |
| 2024-03-01 | 48.5919985910682 |
| 2024-04-01 | 48.4765877160582 |
| 2024-05-01 | 48.5170662808212 |
| 2024-06-01 | 48.3737715965137 |
| 2024-07-01 | 48.1359797927647 |
| 2024-08-01 | 48.1383375138135 |
| 2024-09-01 | 48.0046700718641 |
| 2024-10-01 | 47.7598691531603 |
| 2024-11-01 | 47.4244427438902 |
| 2024-12-01 | 47.4758781359346 |
| 2025-01-01 | 47.7140397527899 |
| 2025-02-01 | 47.6056219921606 |
| 2025-03-01 | 47.5637586536101 |
| 2025-04-01 | 47.7828554782120 |
| 2025-05-01 | 47.6324979826000 |
| 2025-06-01 | 47.4524055821296 |
| 2025-07-01 | 47.5447314624814 |
| 2025-08-01 | 47.4428105407345 |
| 2025-09-01 | 47.3061705749139 |
| 2025-10-01 | 47.4589686611619 |
| 2025-11-01 | 47.6166877333402 |
| 2025-12-01 | 47.8785778274905 |
| 2026-01-01 | 47.3942374557480 |
| 2026-02-01 | 47.1124673766500 |
| 2026-03-01 | 47.0641975250331 |
| 2026-04-01 | 46.6926604807789 |
| 2026-05-01 | 46.6419914817702 |
| 2026-06-01 | 46.9577776733162 |