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 2025-08-01 |
| Last Updated | 2025-09-20 6:34 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 | 26.723392663821603 |
| 1990-02-01 | 26.793570383645700 |
| 1990-03-01 | 26.919536745145503 |
| 1990-04-01 | 26.821374645651698 |
| 1990-05-01 | 26.769963893563900 |
| 1990-06-01 | 26.799198554061700 |
| 1990-07-01 | 26.989348058006800 |
| 1990-08-01 | 26.923171854049100 |
| 1990-09-01 | 27.033114786692700 |
| 1990-10-01 | 26.988236615508800 |
| 1990-11-01 | 27.088962645922000 |
| 1990-12-01 | 27.077485299406300 |
| 1991-01-01 | 27.003965254304298 |
| 1991-02-01 | 26.975930133178500 |
| 1991-03-01 | 26.686321545173200 |
| 1991-04-01 | 26.741335825641798 |
| 1991-05-01 | 26.592997527019100 |
| 1991-06-01 | 26.592736394010600 |
| 1991-07-01 | 26.981244795722500 |
| 1991-08-01 | 27.040244471894002 |
| 1991-09-01 | 27.247447261119800 |
| 1991-10-01 | 26.800766729210400 |
| 1991-11-01 | 26.895397539527604 |
| 1991-12-01 | 26.892948172142898 |
| 1992-01-01 | 28.759884451359300 |
| 1992-02-01 | 28.739635923202897 |
| 1992-03-01 | 28.434821849654103 |
| 1992-04-01 | 29.176181175228898 |
| 1992-05-01 | 29.431370768336002 |
| 1992-06-01 | 29.412942352195500 |
| 1992-07-01 | 28.969791352633802 |
| 1992-08-01 | 29.240160045864300 |
| 1992-09-01 | 29.163510564477800 |
| 1992-10-01 | 29.733255683417500 |
| 1992-11-01 | 29.497690184541202 |
| 1992-12-01 | 29.594241387995300 |
| 1993-01-01 | 31.382423782169198 |
| 1993-02-01 | 31.610630445888802 |
| 1993-03-01 | 31.667888385114104 |
| 1993-04-01 | 32.450894993946200 |
| 1993-05-01 | 32.382536412683100 |
| 1993-06-01 | 32.451497567023694 |
| 1993-07-01 | 32.361967320269400 |
| 1993-08-01 | 32.625810700452500 |
| 1993-09-01 | 32.871862879640700 |
| 1993-10-01 | 33.555246267093100 |
| 1993-11-01 | 33.780375189862000 |
| 1993-12-01 | 34.071113457915004 |
| 1994-01-01 | 34.514910393341900 |
| 1994-02-01 | 35.292676414177500 |
| 1994-03-01 | 35.009893372783196 |
| 1994-04-01 | 34.334000214614100 |
| 1994-05-01 | 34.255044806572600 |
| 1994-06-01 | 34.718225886973900 |
| 1994-07-01 | 34.839097630829300 |
| 1994-08-01 | 34.602080968266400 |
| 1994-09-01 | 35.154497681886200 |
| 1994-10-01 | 34.060663175954900 |
| 1994-11-01 | 34.668272845056800 |
| 1994-12-01 | 34.628490589672900 |
| 1995-01-01 | 35.059153831146304 |
| 1995-02-01 | 35.587882291290500 |
| 1995-03-01 | 35.987670224577300 |
| 1995-04-01 | 36.205317798923800 |
| 1995-05-01 | 36.336202731980210 |
| 1995-06-01 | 36.271594753017700 |
| 1995-07-01 | 36.718487632356400 |
| 1995-08-01 | 36.772661063325500 |
| 1995-09-01 | 36.416524036571296 |
| 1995-10-01 | 35.956677223472600 |
| 1995-11-01 | 36.148460810759104 |
| 1995-12-01 | 36.185885512291605 |
| 1996-01-01 | 36.251737944190005 |
| 1996-02-01 | 35.780013460001800 |
| 1996-03-01 | 35.707077133078705 |
| 1996-04-01 | 35.531205393491504 |
| 1996-05-01 | 35.906753615663206 |
| 1996-06-01 | 35.724907708767100 |
| 1996-07-01 | 35.796386089319300 |
| 1996-08-01 | 36.132885925084000 |
| 1996-09-01 | 36.381403426976400 |
| 1996-10-01 | 37.246091663801500 |
| 1996-11-01 | 37.217986015348700 |
| 1996-12-01 | 36.838475257311100 |
| 1997-01-01 | 35.572411534642600 |
| 1997-02-01 | 36.205246375129400 |
| 1997-03-01 | 36.366153210250800 |
| 1997-04-01 | 35.522133983423600 |
| 1997-05-01 | 35.742710575444704 |
| 1997-06-01 | 36.031733254860605 |
| 1997-07-01 | 36.410937600202500 |
| 1997-08-01 | 36.304940288516896 |
| 1997-09-01 | 36.655949630826996 |
| 1997-10-01 | 36.704496839648000 |
| 1997-11-01 | 36.174394493740700 |
| 1997-12-01 | 36.385815090741794 |
| 1998-01-01 | 36.440222203582800 |
| 1998-02-01 | 36.643417116979200 |
| 1998-03-01 | 36.341120106732000 |
| 1998-04-01 | 37.107423517421395 |
| 1998-05-01 | 36.956709617423900 |
| 1998-06-01 | 36.899463439002794 |
| 1998-07-01 | 36.538248190423900 |
| 1998-08-01 | 36.605484154366100 |
| 1998-09-01 | 36.341080390759600 |
| 1998-10-01 | 36.230611014242704 |
| 1998-11-01 | 36.627199717297800 |
| 1998-12-01 | 36.924493942421800 |
| 1999-01-01 | 37.522804511817200 |
| 1999-02-01 | 38.091540678071400 |
| 1999-03-01 | 38.110427933572900 |
| 1999-04-01 | 38.103552799788794 |
| 1999-05-01 | 38.073133360667290 |
| 1999-06-01 | 38.062989953343504 |
| 1999-07-01 | 38.859320169267995 |
| 1999-08-01 | 38.204870495443394 |
| 1999-09-01 | 38.000602124830900 |
| 1999-10-01 | 38.477466331160400 |
| 1999-11-01 | 38.788977595559395 |
| 1999-12-01 | 38.579474270307800 |
| 2000-01-01 | 38.601710820316800 |
| 2000-02-01 | 38.424176628722800 |
| 2000-03-01 | 38.857158048593700 |
| 2000-04-01 | 39.627617555042800 |
| 2000-05-01 | 38.869542596525400 |
| 2000-06-01 | 39.069710623774500 |
| 2000-07-01 | 39.051906127459100 |
| 2000-08-01 | 38.879247027684500 |
| 2000-09-01 | 38.850126499486800 |
| 2000-10-01 | 38.470439624308300 |
| 2000-11-01 | 37.961028124137000 |
| 2000-12-01 | 37.846053716235700 |
| 2001-01-01 | 37.543037876912800 |
| 2001-02-01 | 37.474582455026800 |
| 2001-03-01 | 37.385940540267500 |
| 2001-04-01 | 37.844521525267500 |
| 2001-05-01 | 38.776200310354400 |
| 2001-06-01 | 38.894766542349700 |
| 2001-07-01 | 38.506186536505396 |
| 2001-08-01 | 38.839199260594000 |
| 2001-09-01 | 39.273554471642200 |
| 2001-10-01 | 40.007659218118210 |
| 2001-11-01 | 40.678842417825100 |
| 2001-12-01 | 40.848275869376800 |
| 2002-01-01 | 40.054874241711005 |
| 2002-02-01 | 40.096064354804300 |
| 2002-03-01 | 40.137322509377100 |
| 2002-04-01 | 39.445457049070800 |
| 2002-05-01 | 39.158040147895200 |
| 2002-06-01 | 39.120525516042704 |
| 2002-07-01 | 39.524651788777400 |
| 2002-08-01 | 39.786007852925295 |
| 2002-09-01 | 40.120890737363894 |
| 2002-10-01 | 40.275739085649400 |
| 2002-11-01 | 39.432246489865300 |
| 2002-12-01 | 39.673643413257100 |
| 2003-01-01 | 41.452993174590500 |
| 2003-02-01 | 41.914687054154100 |
| 2003-03-01 | 41.207016503593600 |
| 2003-04-01 | 41.285070098551700 |
| 2003-05-01 | 41.738272630529900 |
| 2003-06-01 | 41.533106361317000 |
| 2003-07-01 | 41.904091732629000 |
| 2003-08-01 | 42.224622403264206 |
| 2003-09-01 | 42.275259231520200 |
| 2003-10-01 | 42.084728103376705 |
| 2003-11-01 | 42.434738466235400 |
| 2003-12-01 | 42.632603967054600 |
| 2004-01-01 | 43.253598060473394 |
| 2004-02-01 | 43.409475514465896 |
| 2004-03-01 | 43.885685217133210 |
| 2004-04-01 | 44.089073154277100 |
| 2004-05-01 | 43.858510441465300 |
| 2004-06-01 | 44.437871154817294 |
| 2004-07-01 | 44.389868312055995 |
| 2004-08-01 | 44.269927836358605 |
| 2004-09-01 | 44.471258107461200 |
| 2004-10-01 | 44.614300019653600 |
| 2004-11-01 | 44.945578367838200 |
| 2004-12-01 | 45.192060102342610 |
| 2005-01-01 | 45.757077115463105 |
| 2005-02-01 | 46.197222922345200 |
| 2005-03-01 | 46.022923087928000 |
| 2005-04-01 | 46.475196118472500 |
| 2005-05-01 | 46.688195278958396 |
| 2005-06-01 | 46.821899035679600 |
| 2005-07-01 | 47.313507757594900 |
| 2005-08-01 | 47.758396312483300 |
| 2005-09-01 | 47.770911921930800 |
| 2005-10-01 | 49.119065184107600 |
| 2005-11-01 | 48.758158604097396 |
| 2005-12-01 | 48.929895207779296 |
| 2006-01-01 | 48.371938102766400 |
| 2006-02-01 | 48.748416497163200 |
| 2006-03-01 | 48.941849705529900 |
| 2006-04-01 | 49.485209716046110 |
| 2006-05-01 | 49.791438867814996 |
| 2006-06-01 | 50.206786846132710 |
| 2006-07-01 | 50.525586364881110 |
| 2006-08-01 | 50.979554804957400 |
| 2006-09-01 | 50.605930682591400 |
| 2006-10-01 | 50.278520578415396 |
| 2006-11-01 | 50.113935073935610 |
| 2006-12-01 | 50.141487828724300 |
| 2007-01-01 | 49.888978216115400 |
| 2007-02-01 | 49.978432371932200 |
| 2007-03-01 | 49.801404358857300 |
| 2007-04-01 | 50.825664550843000 |
| 2007-05-01 | 51.247877204721405 |
| 2007-06-01 | 51.911993324079700 |
| 2007-07-01 | 51.679682272567604 |
| 2007-08-01 | 51.845426278108505 |
| 2007-09-01 | 52.134029456105900 |
| 2007-10-01 | 52.278745278832800 |
| 2007-11-01 | 52.523315801037400 |
| 2007-12-01 | 52.750430622761900 |
| 2008-01-01 | 53.715852832057800 |
| 2008-02-01 | 54.201741597959400 |
| 2008-03-01 | 54.024314211822900 |
| 2008-04-01 | 53.795041678417505 |
| 2008-05-01 | 53.611839603463600 |
| 2008-06-01 | 53.226529528308106 |
| 2008-07-01 | 52.963231938110300 |
| 2008-08-01 | 52.927064250421890 |
| 2008-09-01 | 52.594170982768000 |
| 2008-10-01 | 52.131929774540005 |
| 2008-11-01 | 51.803096484101600 |
| 2008-12-01 | 51.489639309641106 |
| 2009-01-01 | 50.720459293002100 |
| 2009-02-01 | 50.013039873934794 |
| 2009-03-01 | 49.433429876067706 |
| 2009-04-01 | 48.779914379119900 |
| 2009-05-01 | 48.314345535798290 |
| 2009-06-01 | 47.812269757628606 |
| 2009-07-01 | 47.155624197407704 |
| 2009-08-01 | 46.915166571155304 |
| 2009-09-01 | 46.656653415937996 |
| 2009-10-01 | 46.454018317317000 |
| 2009-11-01 | 46.558959041554790 |
| 2009-12-01 | 46.355456607576100 |
| 2010-01-01 | 47.122887226665400 |
| 2010-02-01 | 46.746218374531710 |
| 2010-03-01 | 46.865978925508300 |
| 2010-04-01 | 47.183181019989995 |
| 2010-05-01 | 47.213208637165700 |
| 2010-06-01 | 47.576842109554210 |
| 2010-07-01 | 48.217612574054100 |
| 2010-08-01 | 48.364545931593290 |
| 2010-09-01 | 48.134673675201505 |
| 2010-10-01 | 49.568751067925300 |
| 2010-11-01 | 49.816586373809100 |
| 2010-12-01 | 49.872052228334000 |
| 2011-01-01 | 48.901968098776500 |
| 2011-02-01 | 48.603430736990500 |
| 2011-03-01 | 49.030818877503300 |
| 2011-04-01 | 48.986140853493005 |
| 2011-05-01 | 49.017028870170300 |
| 2011-06-01 | 48.936529107933204 |
| 2011-07-01 | 48.830241156115704 |
| 2011-08-01 | 48.681851161303300 |
| 2011-09-01 | 48.488250440494600 |
| 2011-10-01 | 49.097452797395704 |
| 2011-11-01 | 48.983246594221400 |
| 2011-12-01 | 49.287706043011000 |
| 2012-01-01 | 49.405308147837104 |
| 2012-02-01 | 49.599624964435100 |
| 2012-03-01 | 49.725780977664500 |
| 2012-04-01 | 49.790344021369900 |
| 2012-05-01 | 49.897265277896300 |
| 2012-06-01 | 49.996062609873110 |
| 2012-07-01 | 49.498712621284895 |
| 2012-08-01 | 49.666768283117000 |
| 2012-09-01 | 49.836137314371800 |
| 2012-10-01 | 49.141896987298790 |
| 2012-11-01 | 49.887698968022605 |
| 2012-12-01 | 49.809913664244100 |
| 2013-01-01 | 49.891318572242000 |
| 2013-02-01 | 49.888087061090495 |
| 2013-03-01 | 49.968279854058500 |
| 2013-04-01 | 49.873625410670000 |
| 2013-05-01 | 50.064952071485000 |
| 2013-06-01 | 50.291934769922900 |
| 2013-07-01 | 50.557325409474004 |
| 2013-08-01 | 50.732311181457796 |
| 2013-09-01 | 50.655479918960500 |
| 2013-10-01 | 49.814440786790200 |
| 2013-11-01 | 50.072883051600290 |
| 2013-12-01 | 50.489441452144206 |
| 2014-01-01 | 51.188921580250600 |
| 2014-02-01 | 51.302326346643000 |
| 2014-03-01 | 51.549833615069396 |
| 2014-04-01 | 51.457293692918206 |
| 2014-05-01 | 51.420939409270300 |
| 2014-06-01 | 51.504998335323400 |
| 2014-07-01 | 51.619225763501994 |
| 2014-08-01 | 51.685628969511500 |
| 2014-09-01 | 51.546371935953700 |
| 2014-10-01 | 52.013353797039000 |
| 2014-11-01 | 52.139173365692905 |
| 2014-12-01 | 52.637399336490000 |
| 2015-01-01 | 51.984005976830000 |
| 2015-02-01 | 52.231752591255706 |
| 2015-03-01 | 52.337486291273400 |
| 2015-04-01 | 52.439329308202600 |
| 2015-05-01 | 52.606812379512500 |
| 2015-06-01 | 52.737155592336600 |
| 2015-07-01 | 52.779495893658600 |
| 2015-08-01 | 52.746177853295900 |
| 2015-09-01 | 52.836779104608205 |
| 2015-10-01 | 53.009390471518600 |
| 2015-11-01 | 52.873870278671800 |
| 2015-12-01 | 52.715359784985296 |
| 2016-01-01 | 53.393598243712100 |
| 2016-02-01 | 53.487529184886796 |
| 2016-03-01 | 53.222160121551400 |
| 2016-04-01 | 53.756161002565605 |
| 2016-05-01 | 53.599901695107604 |
| 2016-06-01 | 53.362767901956790 |
| 2016-07-01 | 53.757838462544800 |
| 2016-08-01 | 53.204420426001604 |
| 2016-09-01 | 54.228771609056100 |
| 2016-10-01 | 53.607047641072400 |
| 2016-11-01 | 53.618179035172304 |
| 2016-12-01 | 53.362075624575300 |
| 2017-01-01 | 53.373957601457300 |
| 2017-02-01 | 53.337090985447595 |
| 2017-03-01 | 53.281101019988700 |
| 2017-04-01 | 53.499674762520900 |
| 2017-05-01 | 53.617126002903010 |
| 2017-06-01 | 53.503282531464700 |
| 2017-07-01 | 53.048493651708405 |
| 2017-08-01 | 53.160275771439000 |
| 2017-09-01 | 53.237986263185300 |
| 2017-10-01 | 52.695968717430300 |
| 2017-11-01 | 52.665930187390790 |
| 2017-12-01 | 52.290346266926896 |
| 2018-01-01 | 51.749190398142600 |
| 2018-02-01 | 51.672135957495605 |
| 2018-03-01 | 51.702876551284106 |
| 2018-04-01 | 50.869904881397800 |
| 2018-05-01 | 51.032715901199800 |
| 2018-06-01 | 51.246832975796700 |
| 2018-07-01 | 51.041803616537400 |
| 2018-08-01 | 50.821664092504996 |
| 2018-09-01 | 50.549493813889505 |
| 2018-10-01 | 50.695177401628600 |
| 2018-11-01 | 50.647403280726394 |
| 2018-12-01 | 50.749218645409700 |
| 2019-01-01 | 50.713374041990000 |
| 2019-02-01 | 50.374517349907900 |
| 2019-03-01 | 50.272950203580510 |
| 2019-04-01 | 50.222972360498400 |
| 2019-05-01 | 50.273638882102300 |
| 2019-06-01 | 50.082337294510495 |
| 2019-07-01 | 49.913685843882796 |
| 2019-08-01 | 49.891923133119796 |
| 2019-09-01 | 49.696809044686700 |
| 2019-10-01 | 49.391536519914595 |
| 2019-11-01 | 49.479160660002800 |
| 2019-12-01 | 49.431212471187490 |
| 2020-01-01 | 49.589339259931790 |
| 2020-02-01 | 49.841835404465900 |
| 2020-03-01 | 49.514456787872700 |
| 2020-04-01 | 43.946114363274900 |
| 2020-05-01 | 43.701872595978095 |
| 2020-06-01 | 44.488046107586605 |
| 2020-07-01 | 45.177276373509600 |
| 2020-08-01 | 45.892946018536300 |
| 2020-09-01 | 46.333665838049500 |
| 2020-10-01 | 47.113287193355205 |
| 2020-11-01 | 47.257646813905400 |
| 2020-12-01 | 47.666922123181800 |
| 2021-01-01 | 47.457233733794100 |
| 2021-02-01 | 47.786657816793000 |
| 2021-03-01 | 47.936103181951200 |
| 2021-04-01 | 48.022771555280290 |
| 2021-05-01 | 48.222945014065500 |
| 2021-06-01 | 47.977772774547600 |
| 2021-07-01 | 48.236316916177100 |
| 2021-08-01 | 48.110367071526000 |
| 2021-09-01 | 47.780152489662100 |
| 2021-10-01 | 48.644458832192605 |
| 2021-11-01 | 48.754404950877600 |
| 2021-12-01 | 48.717743853786600 |
| 2022-01-01 | 48.950713570505900 |
| 2022-02-01 | 49.015629488528600 |
| 2022-03-01 | 49.060399833111400 |
| 2022-04-01 | 49.365678065466206 |
| 2022-05-01 | 49.326692602546395 |
| 2022-06-01 | 49.533552385631700 |
| 2022-07-01 | 49.513806000683790 |
| 2022-08-01 | 49.665227349635100 |
| 2022-09-01 | 49.508851322303600 |
| 2022-10-01 | 49.295589020214610 |
| 2022-11-01 | 49.431003706640100 |
| 2022-12-01 | 49.073302606525900 |
| 2023-01-01 | 50.447912037049704 |
| 2023-02-01 | 50.157960910305100 |
| 2023-03-01 | 50.289651066411800 |
| 2023-04-01 | 49.997479949163896 |
| 2023-05-01 | 49.834471563141300 |
| 2023-06-01 | 50.071951852515000 |
| 2023-07-01 | 49.812751308566400 |
| 2023-08-01 | 49.515433124190000 |
| 2023-09-01 | 49.442545997816000 |
| 2023-10-01 | 49.043567085613700 |
| 2023-11-01 | 48.792910804950196 |
| 2023-12-01 | 48.500953172156200 |
| 2024-01-01 | 48.646391748072396 |
| 2024-02-01 | 48.408595554517500 |
| 2024-03-01 | 48.641413245072400 |
| 2024-04-01 | 48.443089448751000 |
| 2024-05-01 | 48.539451138519105 |
| 2024-06-01 | 48.418643844724290 |
| 2024-07-01 | 48.423496329948600 |
| 2024-08-01 | 48.469441848046800 |
| 2024-09-01 | 48.356589275445096 |
| 2024-10-01 | 48.483712995222900 |
| 2024-11-01 | 48.420250640506800 |
| 2024-12-01 | 48.416991916599800 |
| 2025-01-01 | 48.129302708034710 |
| 2025-02-01 | 48.185744466104600 |
| 2025-03-01 | 47.711516347198604 |
| 2025-04-01 | 47.717450038121800 |
| 2025-05-01 | 47.335713566317500 |
| 2025-06-01 | 47.297132862583700 |
| 2025-07-01 | 47.044790384602700 |
| 2025-08-01 | 46.795620185647790 |