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 2025-12-01 |
| Last Updated | 2026-01-28 4:18 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 | 26.7231473334063 |
| 1990-02-01 | 26.7936706891555 |
| 1990-03-01 | 26.9193141497383 |
| 1990-04-01 | 26.8241120956916 |
| 1990-05-01 | 26.7701820047776 |
| 1990-06-01 | 26.7991993091458 |
| 1990-07-01 | 26.9891697595973 |
| 1990-08-01 | 26.9229143807956 |
| 1990-09-01 | 27.0329315287876 |
| 1990-10-01 | 26.9873443132337 |
| 1990-11-01 | 27.0883651773566 |
| 1990-12-01 | 27.0769320035457 |
| 1991-01-01 | 27.0035609254225 |
| 1991-02-01 | 26.9759529492622 |
| 1991-03-01 | 26.6866505355094 |
| 1991-04-01 | 26.7442346340730 |
| 1991-05-01 | 26.5930034453765 |
| 1991-06-01 | 26.5926732974263 |
| 1991-07-01 | 26.9811000829937 |
| 1991-08-01 | 27.0400324132121 |
| 1991-09-01 | 27.2472461919914 |
| 1991-10-01 | 26.7994726240068 |
| 1991-11-01 | 26.8947260528235 |
| 1991-12-01 | 26.8922068359888 |
| 1992-01-01 | 28.7592558827066 |
| 1992-02-01 | 28.7396982473575 |
| 1992-03-01 | 28.4359951914258 |
| 1992-04-01 | 29.1795453367747 |
| 1992-05-01 | 29.4313351759576 |
| 1992-06-01 | 29.4128225988357 |
| 1992-07-01 | 28.9695818366341 |
| 1992-08-01 | 29.2398837843062 |
| 1992-09-01 | 29.1631814129133 |
| 1992-10-01 | 29.7314277664893 |
| 1992-11-01 | 29.4967937282966 |
| 1992-12-01 | 29.5930625210500 |
| 1993-01-01 | 31.3813739582292 |
| 1993-02-01 | 31.6108615938712 |
| 1993-03-01 | 31.6703751135616 |
| 1993-04-01 | 32.4546236342262 |
| 1993-05-01 | 32.3829978826491 |
| 1993-06-01 | 32.4514681738432 |
| 1993-07-01 | 32.3615409051236 |
| 1993-08-01 | 32.6253693204361 |
| 1993-09-01 | 32.8715325515119 |
| 1993-10-01 | 33.5525217917431 |
| 1993-11-01 | 33.7791101979756 |
| 1993-12-01 | 34.0695949228308 |
| 1994-01-01 | 34.5129728163366 |
| 1994-02-01 | 35.2915928962721 |
| 1994-03-01 | 35.0128201763128 |
| 1994-04-01 | 34.3438488404003 |
| 1994-05-01 | 34.2542404919215 |
| 1994-06-01 | 34.7175362372000 |
| 1994-07-01 | 34.8383107662701 |
| 1994-08-01 | 34.6011711715868 |
| 1994-09-01 | 35.1537156679578 |
| 1994-10-01 | 34.0574267066060 |
| 1994-11-01 | 34.6665793175058 |
| 1994-12-01 | 34.6266740787459 |
| 1995-01-01 | 35.0568198975615 |
| 1995-02-01 | 35.5864776198281 |
| 1995-03-01 | 35.9868004944705 |
| 1995-04-01 | 36.2239923988597 |
| 1995-05-01 | 36.3346835962674 |
| 1995-06-01 | 36.2702700026632 |
| 1995-07-01 | 36.7171259726244 |
| 1995-08-01 | 36.7711679862432 |
| 1995-09-01 | 36.4150853549226 |
| 1995-10-01 | 35.9527927466429 |
| 1995-11-01 | 36.1465033657820 |
| 1995-12-01 | 36.1840573658532 |
| 1996-01-01 | 36.2492189412824 |
| 1996-02-01 | 35.7781232051716 |
| 1996-03-01 | 35.7017012449918 |
| 1996-04-01 | 35.5590108862116 |
| 1996-05-01 | 35.9046778168240 |
| 1996-06-01 | 35.7231405521933 |
| 1996-07-01 | 35.7943806247383 |
| 1996-08-01 | 36.1312803417196 |
| 1996-09-01 | 36.3761712100062 |
| 1996-10-01 | 37.2432631092033 |
| 1996-11-01 | 37.2166723565792 |
| 1996-12-01 | 36.8371329296051 |
| 1997-01-01 | 35.5704143101560 |
| 1997-02-01 | 36.2040018333815 |
| 1997-03-01 | 36.3557410951153 |
| 1997-04-01 | 35.5547973406164 |
| 1997-05-01 | 35.7415551794834 |
| 1997-06-01 | 36.0300859880201 |
| 1997-07-01 | 36.4080421305393 |
| 1997-08-01 | 36.3028451748513 |
| 1997-09-01 | 36.6469416148480 |
| 1997-10-01 | 36.7031068728194 |
| 1997-11-01 | 36.1745581897089 |
| 1997-12-01 | 36.3857534984160 |
| 1998-01-01 | 36.4390930584913 |
| 1998-02-01 | 36.6419834054367 |
| 1998-03-01 | 36.3273937214180 |
| 1998-04-01 | 37.1407913127972 |
| 1998-05-01 | 36.9597735246285 |
| 1998-06-01 | 36.8969907251873 |
| 1998-07-01 | 36.5317237387680 |
| 1998-08-01 | 36.6035651752273 |
| 1998-09-01 | 36.3278999841396 |
| 1998-10-01 | 36.2291490030705 |
| 1998-11-01 | 36.6327103902651 |
| 1998-12-01 | 36.9298288349305 |
| 1999-01-01 | 37.5196963296322 |
| 1999-02-01 | 38.0909014673146 |
| 1999-03-01 | 38.0940579373208 |
| 1999-04-01 | 38.1313257278636 |
| 1999-05-01 | 38.0814292158353 |
| 1999-06-01 | 38.0601766544031 |
| 1999-07-01 | 38.8492986017484 |
| 1999-08-01 | 38.2025158166615 |
| 1999-09-01 | 37.9865279452289 |
| 1999-10-01 | 38.4750418250747 |
| 1999-11-01 | 38.7999947628994 |
| 1999-12-01 | 38.5903386487688 |
| 2000-01-01 | 38.5962944595909 |
| 2000-02-01 | 38.4233769540138 |
| 2000-03-01 | 38.8425911239648 |
| 2000-04-01 | 39.6446765223436 |
| 2000-05-01 | 38.8828160382798 |
| 2000-06-01 | 39.0667503694552 |
| 2000-07-01 | 39.0389473265079 |
| 2000-08-01 | 38.8771423121886 |
| 2000-09-01 | 38.8358818681433 |
| 2000-10-01 | 38.4672040786478 |
| 2000-11-01 | 37.9772153047495 |
| 2000-12-01 | 37.8621018653076 |
| 2001-01-01 | 37.5348118612511 |
| 2001-02-01 | 37.4733393988784 |
| 2001-03-01 | 37.3748799521059 |
| 2001-04-01 | 37.8512013382633 |
| 2001-05-01 | 38.7898799463130 |
| 2001-06-01 | 38.8923083119171 |
| 2001-07-01 | 38.4935991449142 |
| 2001-08-01 | 38.8365726994254 |
| 2001-09-01 | 39.2629434626512 |
| 2001-10-01 | 40.0045223502225 |
| 2001-11-01 | 40.6956541627908 |
| 2001-12-01 | 40.8649743198455 |
| 2002-01-01 | 40.0466703566653 |
| 2002-02-01 | 40.0937309046853 |
| 2002-03-01 | 40.1298634391981 |
| 2002-04-01 | 39.4458593877379 |
| 2002-05-01 | 39.1707058059230 |
| 2002-06-01 | 39.1179726798253 |
| 2002-07-01 | 39.5129830417871 |
| 2002-08-01 | 39.7838564608927 |
| 2002-09-01 | 40.1142110260650 |
| 2002-10-01 | 40.2720258290600 |
| 2002-11-01 | 39.4482263633216 |
| 2002-12-01 | 39.6898929806711 |
| 2003-01-01 | 41.4445099147356 |
| 2003-02-01 | 41.9122499048287 |
| 2003-03-01 | 41.2012974750192 |
| 2003-04-01 | 41.2838764294590 |
| 2003-05-01 | 41.7460771735133 |
| 2003-06-01 | 41.5312593541528 |
| 2003-07-01 | 41.8963434922285 |
| 2003-08-01 | 42.2225782298041 |
| 2003-09-01 | 42.2728066393438 |
| 2003-10-01 | 42.0821046813506 |
| 2003-11-01 | 42.4458391622635 |
| 2003-12-01 | 42.6439067525367 |
| 2004-01-01 | 43.2480369242649 |
| 2004-02-01 | 43.4075016176300 |
| 2004-03-01 | 43.8821394128008 |
| 2004-04-01 | 44.0871518090174 |
| 2004-05-01 | 43.8621914590013 |
| 2004-06-01 | 44.4369660666262 |
| 2004-07-01 | 44.3860065894036 |
| 2004-08-01 | 44.2688408868780 |
| 2004-09-01 | 44.4701454135747 |
| 2004-10-01 | 44.6133263033127 |
| 2004-11-01 | 44.9517480440988 |
| 2004-12-01 | 45.1982407143561 |
| 2005-01-01 | 45.7542669235549 |
| 2005-02-01 | 46.1957496245988 |
| 2005-03-01 | 46.0215305752280 |
| 2005-04-01 | 46.4741739998314 |
| 2005-05-01 | 46.6876966119163 |
| 2005-06-01 | 46.8218484832604 |
| 2005-07-01 | 47.3132084159232 |
| 2005-08-01 | 47.7576974406892 |
| 2005-09-01 | 47.7707144096902 |
| 2005-10-01 | 49.1198121357242 |
| 2005-11-01 | 48.7595864075837 |
| 2005-12-01 | 48.9310598098825 |
| 2006-01-01 | 48.3723046289522 |
| 2006-02-01 | 48.7478801366566 |
| 2006-03-01 | 48.9409748806624 |
| 2006-04-01 | 49.4846270719806 |
| 2006-05-01 | 49.7912383709420 |
| 2006-06-01 | 50.2067438641738 |
| 2006-07-01 | 50.5255774457093 |
| 2006-08-01 | 50.9795014499646 |
| 2006-09-01 | 50.6059633130565 |
| 2006-10-01 | 50.2787408285891 |
| 2006-11-01 | 50.1142814510019 |
| 2006-12-01 | 50.1417859691927 |
| 2007-01-01 | 49.8890719476249 |
| 2007-02-01 | 49.9782956156431 |
| 2007-03-01 | 49.8011509676510 |
| 2007-04-01 | 50.8254745299135 |
| 2007-05-01 | 51.2477980202991 |
| 2007-06-01 | 51.9119925176089 |
| 2007-07-01 | 51.6797403752819 |
| 2007-08-01 | 51.8454961812473 |
| 2007-09-01 | 52.1340768050404 |
| 2007-10-01 | 52.2787591738803 |
| 2007-11-01 | 52.5233196468086 |
| 2007-12-01 | 52.7504316455975 |
| 2008-01-01 | 53.7158433923808 |
| 2008-02-01 | 54.2017335334279 |
| 2008-03-01 | 54.0243054136704 |
| 2008-04-01 | 53.7950391495163 |
| 2008-05-01 | 53.6118387696635 |
| 2008-06-01 | 53.2265300820563 |
| 2008-07-01 | 52.9632333779447 |
| 2008-08-01 | 52.9270654409652 |
| 2008-09-01 | 52.5941722332952 |
| 2008-10-01 | 52.1319275846253 |
| 2008-11-01 | 51.8030966338829 |
| 2008-12-01 | 51.4896434337535 |
| 2009-01-01 | 50.7204579924935 |
| 2009-02-01 | 50.0130389185537 |
| 2009-03-01 | 49.4334276751753 |
| 2009-04-01 | 48.7799146756904 |
| 2009-05-01 | 48.3143456308756 |
| 2009-06-01 | 47.8122699449745 |
| 2009-07-01 | 47.1556246136796 |
| 2009-08-01 | 46.9151667565032 |
| 2009-09-01 | 46.6566539154562 |
| 2009-10-01 | 46.4540181181069 |
| 2009-11-01 | 46.5589586251929 |
| 2009-12-01 | 46.3554588110312 |
| 2010-01-01 | 47.1228868704205 |
| 2010-02-01 | 46.7462175632703 |
| 2010-03-01 | 46.8659773255676 |
| 2010-04-01 | 47.1831807112834 |
| 2010-05-01 | 47.2132081963216 |
| 2010-06-01 | 47.5768419072295 |
| 2010-07-01 | 48.2176130464440 |
| 2010-08-01 | 48.3645469879168 |
| 2010-09-01 | 48.1346753462537 |
| 2010-10-01 | 49.5687516337513 |
| 2010-11-01 | 49.8165857848850 |
| 2010-12-01 | 49.8720527039191 |
| 2011-01-01 | 48.9019671853607 |
| 2011-02-01 | 48.6034301453353 |
| 2011-03-01 | 49.0308180821183 |
| 2011-04-01 | 48.9861397071867 |
| 2011-05-01 | 49.0170274941287 |
| 2011-06-01 | 48.9365282230941 |
| 2011-07-01 | 48.8302413339007 |
| 2011-08-01 | 48.6818519209387 |
| 2011-09-01 | 48.4882589220358 |
| 2011-10-01 | 49.0974531339406 |
| 2011-11-01 | 48.9832459408582 |
| 2011-12-01 | 49.2877010995849 |
| 2012-01-01 | 49.4053057085174 |
| 2012-02-01 | 49.5996270977829 |
| 2012-03-01 | 49.7257822585398 |
| 2012-04-01 | 49.7903436063698 |
| 2012-05-01 | 49.8972621885515 |
| 2012-06-01 | 49.9960583206851 |
| 2012-07-01 | 49.4987100351846 |
| 2012-08-01 | 49.6667688355643 |
| 2012-09-01 | 49.8361549907695 |
| 2012-10-01 | 49.1418990020334 |
| 2012-11-01 | 49.8876973032752 |
| 2012-12-01 | 49.8099037859094 |
| 2013-01-01 | 49.8913103407112 |
| 2013-02-01 | 49.8880900274211 |
| 2013-03-01 | 49.9682917484830 |
| 2013-04-01 | 49.8736288893466 |
| 2013-05-01 | 50.0649484909755 |
| 2013-06-01 | 50.2919228678044 |
| 2013-07-01 | 50.5573112948411 |
| 2013-08-01 | 50.7323039756726 |
| 2013-09-01 | 50.6555254571589 |
| 2013-10-01 | 49.8144423314284 |
| 2013-11-01 | 50.0728785215690 |
| 2013-12-01 | 50.4894202559003 |
| 2014-01-01 | 51.1889033976572 |
| 2014-02-01 | 51.3023311993748 |
| 2014-03-01 | 51.5498589325911 |
| 2014-04-01 | 51.4573103078911 |
| 2014-05-01 | 51.4209532411896 |
| 2014-06-01 | 51.5050033338258 |
| 2014-07-01 | 51.6191109219748 |
| 2014-08-01 | 51.6856383090901 |
| 2014-09-01 | 51.5464485007651 |
| 2014-10-01 | 52.0133557877275 |
| 2014-11-01 | 52.1391748087024 |
| 2014-12-01 | 52.6374068245976 |
| 2015-01-01 | 51.9839434256061 |
| 2015-02-01 | 52.2317990076463 |
| 2015-03-01 | 52.3375347648000 |
| 2015-04-01 | 52.4393998078195 |
| 2015-05-01 | 52.6067749209458 |
| 2015-06-01 | 52.7370774066609 |
| 2015-07-01 | 52.7791966652203 |
| 2015-08-01 | 52.7461876303213 |
| 2015-09-01 | 52.8369537137391 |
| 2015-10-01 | 53.0095107422973 |
| 2015-11-01 | 52.8739859655798 |
| 2015-12-01 | 52.7154452305650 |
| 2016-01-01 | 53.3934931269369 |
| 2016-02-01 | 53.4876005874495 |
| 2016-03-01 | 53.2222029572485 |
| 2016-04-01 | 53.7562227935345 |
| 2016-05-01 | 53.5997113457560 |
| 2016-06-01 | 53.3624432497722 |
| 2016-07-01 | 53.7572225909309 |
| 2016-08-01 | 53.2044265059087 |
| 2016-09-01 | 54.2291673420267 |
| 2016-10-01 | 53.6075264924088 |
| 2016-11-01 | 53.6186188452685 |
| 2016-12-01 | 53.3623465165734 |
| 2017-01-01 | 53.3737937380890 |
| 2017-02-01 | 53.3371822706697 |
| 2017-03-01 | 53.2811338939320 |
| 2017-04-01 | 53.4996514329024 |
| 2017-05-01 | 53.6164355240376 |
| 2017-06-01 | 53.5023895911844 |
| 2017-07-01 | 53.0474876142015 |
| 2017-08-01 | 53.1598159382636 |
| 2017-09-01 | 53.2378265438572 |
| 2017-10-01 | 52.7000981909594 |
| 2017-11-01 | 52.6658236460161 |
| 2017-12-01 | 52.2907656426883 |
| 2018-01-01 | 51.7487728283923 |
| 2018-02-01 | 51.6721193893580 |
| 2018-03-01 | 51.7027092162414 |
| 2018-04-01 | 50.8696310606693 |
| 2018-05-01 | 51.0314518214561 |
| 2018-06-01 | 51.2450162026380 |
| 2018-07-01 | 51.0402318379204 |
| 2018-08-01 | 50.8208003004599 |
| 2018-09-01 | 50.5489681928579 |
| 2018-10-01 | 50.7034411040642 |
| 2018-11-01 | 50.6470644972529 |
| 2018-12-01 | 50.7498145941068 |
| 2019-01-01 | 50.7125460148661 |
| 2019-02-01 | 50.3743230302185 |
| 2019-03-01 | 50.2727443643629 |
| 2019-04-01 | 50.2224465415975 |
| 2019-05-01 | 50.2715618705945 |
| 2019-06-01 | 50.0794714824846 |
| 2019-07-01 | 49.9114120454822 |
| 2019-08-01 | 49.8898832961355 |
| 2019-09-01 | 49.6943101442194 |
| 2019-10-01 | 49.4084160813835 |
| 2019-11-01 | 49.4769497929976 |
| 2019-12-01 | 49.4321668713190 |
| 2020-01-01 | 49.5867259125481 |
| 2020-02-01 | 49.8415325624863 |
| 2020-03-01 | 49.5158487034469 |
| 2020-04-01 | 43.9451787371004 |
| 2020-05-01 | 43.6994209108926 |
| 2020-06-01 | 44.4827817992448 |
| 2020-07-01 | 45.1743331845654 |
| 2020-08-01 | 45.8901403514622 |
| 2020-09-01 | 46.3301235693791 |
| 2020-10-01 | 47.1356055258807 |
| 2020-11-01 | 47.2543156993031 |
| 2020-12-01 | 47.6698739653849 |
| 2021-01-01 | 47.4517666802933 |
| 2021-02-01 | 47.7850164153166 |
| 2021-03-01 | 47.9428593792666 |
| 2021-04-01 | 48.0209319680655 |
| 2021-05-01 | 48.2197229129529 |
| 2021-06-01 | 47.9699639161632 |
| 2021-07-01 | 48.2323368442917 |
| 2021-08-01 | 48.1060092510327 |
| 2021-09-01 | 47.7752592885646 |
| 2021-10-01 | 48.6725623795985 |
| 2021-11-01 | 48.7501975819893 |
| 2021-12-01 | 48.7220604040557 |
| 2022-01-01 | 48.9408447830319 |
| 2022-02-01 | 49.0158028357948 |
| 2022-03-01 | 49.0716086525643 |
| 2022-04-01 | 49.3630052092577 |
| 2022-05-01 | 49.3235812586589 |
| 2022-06-01 | 49.5238683412883 |
| 2022-07-01 | 49.5095708246118 |
| 2022-08-01 | 49.6557683752771 |
| 2022-09-01 | 49.5045043514416 |
| 2022-10-01 | 49.3246070318240 |
| 2022-11-01 | 49.4293681237102 |
| 2022-12-01 | 49.0830052100960 |
| 2023-01-01 | 50.4287697959767 |
| 2023-02-01 | 50.1583807843361 |
| 2023-03-01 | 50.3050434222156 |
| 2023-04-01 | 49.9964429834483 |
| 2023-05-01 | 49.8326834441615 |
| 2023-06-01 | 50.0632237370496 |
| 2023-07-01 | 49.8090053077412 |
| 2023-08-01 | 49.5005531941668 |
| 2023-09-01 | 49.4380438454987 |
| 2023-10-01 | 49.0747535237335 |
| 2023-11-01 | 48.7896125259417 |
| 2023-12-01 | 48.5132712309455 |
| 2024-01-01 | 48.6172554265759 |
| 2024-02-01 | 48.4113426907727 |
| 2024-03-01 | 48.6593080207471 |
| 2024-04-01 | 48.4452658916328 |
| 2024-05-01 | 48.5404945432806 |
| 2024-06-01 | 48.4114833774125 |
| 2024-07-01 | 48.4211830171800 |
| 2024-08-01 | 48.4491837399832 |
| 2024-09-01 | 48.3540264354060 |
| 2024-10-01 | 48.5127401506303 |
| 2024-11-01 | 48.4146409801667 |
| 2024-12-01 | 48.4335056068605 |
| 2025-01-01 | 48.0907318061645 |
| 2025-02-01 | 48.1878782122689 |
| 2025-03-01 | 47.7324028184752 |
| 2025-04-01 | 47.7231095646836 |
| 2025-05-01 | 47.3391877742995 |
| 2025-06-01 | 47.2929461994179 |
| 2025-07-01 | 47.0442905003246 |
| 2025-08-01 | 46.7736284299293 |
| 2025-09-01 | 46.8677764506174 |
| 2025-10-01 | 46.8254005785746 |
| 2025-11-01 | 46.9162477730735 |
| 2025-12-01 | 47.1229284751637 |