Title: All Employees: Other Services in Akron, OH (MSA) Series ID: AKRO439SRVO 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 2024-03-01 Last Updated: 2024-04-20 7:03 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/AKRO439SRVON). 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 11.145004170824402 1990-02-01 11.105938536470400 1990-03-01 11.108777359750599 1990-04-01 11.194031343647600 1990-05-01 11.289389894525302 1990-06-01 11.349507707364000 1990-07-01 11.442261613493900 1990-08-01 11.614583157422500 1990-09-01 11.665054502791600 1990-10-01 11.668657648920900 1990-11-01 11.788241680010000 1990-12-01 11.741747180328500 1991-01-01 11.734334195401098 1991-02-01 11.799551075456200 1991-03-01 11.788696964553500 1991-04-01 11.803753367333801 1991-05-01 11.795456293998900 1991-06-01 11.851004386427000 1991-07-01 12.055185817253600 1991-08-01 11.923825613424402 1991-09-01 11.969141148091600 1991-10-01 11.959340586980698 1991-11-01 11.887178017786301 1991-12-01 11.943571398948200 1992-01-01 11.926199861029800 1992-02-01 11.989343151418700 1992-03-01 11.958220855105400 1992-04-01 12.316226548778800 1992-05-01 12.410125559283301 1992-06-01 12.453111463367800 1992-07-01 12.572726794056802 1992-08-01 12.534638082227499 1992-09-01 12.471865073112399 1992-10-01 12.646796543788700 1992-11-01 12.589125465552302 1992-12-01 12.942131751707802 1993-01-01 13.319672744393802 1993-02-01 13.283046096836697 1993-03-01 13.121482277723599 1993-04-01 13.127128800816902 1993-05-01 13.127589032399700 1993-06-01 13.159872213483501 1993-07-01 13.188515853556302 1993-08-01 13.237002261275200 1993-09-01 13.378213006109700 1993-10-01 13.434120297642801 1993-11-01 13.489290092075901 1993-12-01 13.538348003970402 1994-01-01 13.724583454719902 1994-02-01 13.673239736056600 1994-03-01 13.789965277221000 1994-04-01 13.635200905547500 1994-05-01 13.744154422906199 1994-06-01 13.770709224513800 1994-07-01 13.702975281242900 1994-08-01 13.724977713172700 1994-09-01 13.768300315843300 1994-10-01 13.930295856279500 1994-11-01 13.902027127810900 1994-12-01 14.048393720482302 1995-01-01 13.833743623738599 1995-02-01 13.857056195246000 1995-03-01 13.859692603570800 1995-04-01 13.941288840753600 1995-05-01 13.949975233683698 1995-06-01 14.082572312392700 1995-07-01 14.110561142740000 1995-08-01 14.211982629173999 1995-09-01 14.262878442721600 1995-10-01 14.228996317922000 1995-11-01 14.314128504668501 1995-12-01 14.366393816184402 1996-01-01 14.351724868386100 1996-02-01 14.329769953235900 1996-03-01 14.439101060857501 1996-04-01 14.437866450527300 1996-05-01 14.149858985881600 1996-06-01 14.090095146733802 1996-07-01 14.513145132714500 1996-08-01 14.505037837048599 1996-09-01 14.454231474353099 1996-10-01 14.536122959292500 1996-11-01 14.541022045722698 1996-12-01 14.588437066359600 1997-01-01 14.363802665435500 1997-02-01 14.493143388123400 1997-03-01 14.418334250285700 1997-04-01 14.626014733240100 1997-05-01 14.749550168592599 1997-06-01 14.693230066099900 1997-07-01 14.704977162000100 1997-08-01 14.819721686608900 1997-09-01 14.759176903205700 1997-10-01 14.446588683707500 1997-11-01 14.466223962554100 1997-12-01 14.396754618289800 1998-01-01 14.462684701795098 1998-02-01 14.553170141431000 1998-03-01 14.516987487991900 1998-04-01 14.413959531567800 1998-05-01 14.446333639899500 1998-06-01 14.396226421691400 1998-07-01 14.398266226500300 1998-08-01 14.336178962791300 1998-09-01 14.359339110350001 1998-10-01 14.458731515528200 1998-11-01 14.492248693806000 1998-12-01 14.399329377035400 1999-01-01 14.450580021501300 1999-02-01 14.419245597316700 1999-03-01 14.425098958267698 1999-04-01 14.009979907905400 1999-05-01 13.745311620386300 1999-06-01 13.690849687443800 1999-07-01 13.591959712496900 1999-08-01 13.560115492176900 1999-09-01 13.563617426893302 1999-10-01 13.657788357189501 1999-11-01 13.602927787376500 1999-12-01 13.693041360476197 2000-01-01 13.929992663988500 2000-02-01 13.811072790957300 2000-03-01 13.853430469848002 2000-04-01 13.608294390798900 2000-05-01 13.641967204160500 2000-06-01 13.784813882173200 2000-07-01 13.787440486327698 2000-08-01 13.667102065818801 2000-09-01 13.765174212653600 2000-10-01 13.654208159209700 2000-11-01 13.703513185718900 2000-12-01 13.783135598261198 2001-01-01 14.311020236875600 2001-02-01 14.326233991788400 2001-03-01 14.183749374624801 2001-04-01 14.309627186898900 2001-05-01 14.343622329525800 2001-06-01 14.275745983325100 2001-07-01 14.379710190402902 2001-08-01 14.468107752771301 2001-09-01 14.364456621496698 2001-10-01 14.348200301190698 2001-11-01 14.294974277311000 2001-12-01 14.269778918694598 2002-01-01 14.091671028540300 2002-02-01 13.957499432962000 2002-03-01 14.017720015777700 2002-04-01 14.114659894165099 2002-05-01 14.137056612189800 2002-06-01 14.178173841725199 2002-07-01 14.077842028613999 2002-08-01 14.050007486336998 2002-09-01 14.062134362421698 2002-10-01 14.042980651792000 2002-11-01 13.978288825043700 2002-12-01 13.962574609151302 2003-01-01 14.080495764869301 2003-02-01 13.987998659021802 2003-03-01 14.036954763456100 2003-04-01 14.026449571623099 2003-05-01 14.035535845082300 2003-06-01 13.978187206301401 2003-07-01 13.980746224879600 2003-08-01 13.938815058590698 2003-09-01 13.857627036916900 2003-10-01 13.840229882748899 2003-11-01 13.855682872745000 2003-12-01 13.760068116521099 2004-01-01 13.763371311536400 2004-02-01 13.715250200135600 2004-03-01 13.737278571575300 2004-04-01 13.740210778785999 2004-05-01 13.739559246185700 2004-06-01 13.792526185229000 2004-07-01 13.788412340229302 2004-08-01 13.727916989464900 2004-09-01 13.855369479802000 2004-10-01 13.939144036631902 2004-11-01 13.927098526637002 2004-12-01 14.053653052551100 2005-01-01 13.951952937487901 2005-02-01 14.128405920165100 2005-03-01 14.128975485591700 2005-04-01 14.157845715843502 2005-05-01 14.156554800212500 2005-06-01 14.109457992494200 2005-07-01 14.093271845063699 2005-08-01 14.121589906780699 2005-09-01 14.044481313275302 2005-10-01 14.043575429499700 2005-11-01 14.006321017331700 2005-12-01 14.043320601052802 2006-01-01 13.738352282503900 2006-02-01 13.832165620774400 2006-03-01 13.822060007401700 2006-04-01 13.772347338451901 2006-05-01 13.775620615816200 2006-06-01 13.839421472636800 2006-07-01 13.694619303896400 2006-08-01 13.810727612592098 2006-09-01 13.832677422006200 2006-10-01 13.746498119913900 2006-11-01 13.784739581743200 2006-12-01 13.728991599716101 2007-01-01 13.736416140854000 2007-02-01 13.633748596029301 2007-03-01 13.716936892351802 2007-04-01 13.688272299965000 2007-05-01 13.697241796139400 2007-06-01 13.660586902198400 2007-07-01 13.689447319378800 2007-08-01 13.702190684113500 2007-09-01 13.619941956068900 2007-10-01 13.945901776534800 2007-11-01 13.878753280880700 2007-12-01 13.918784231402200 2008-01-01 13.931186865272998 2008-02-01 14.037932815083801 2008-03-01 13.911635246925700 2008-04-01 13.992421125158698 2008-05-01 14.011608127058198 2008-06-01 13.984924413006000 2008-07-01 13.978120420633500 2008-08-01 13.999455230791400 2008-09-01 13.916216427744400 2008-10-01 13.842233135772300 2008-11-01 13.773918830725200 2008-12-01 13.714784524238600 2009-01-01 13.730016453336600 2009-02-01 13.639226663080600 2009-03-01 13.605646579447802 2009-04-01 13.593875350700000 2009-05-01 13.521487968878200 2009-06-01 13.503208014536500 2009-07-01 13.466092615316300 2009-08-01 13.391996081880000 2009-09-01 13.416003785394300 2009-10-01 13.334812806230600 2009-11-01 13.383544006203499 2009-12-01 13.321461209959600 2010-01-01 13.130358673492400 2010-02-01 13.137911361140200 2010-03-01 13.202342844804600 2010-04-01 13.081227743148801 2010-05-01 13.121211944889500 2010-06-01 13.220440222255800 2010-07-01 13.260410401424402 2010-08-01 13.284478234598500 2010-09-01 13.316592061471901 2010-10-01 13.425301361460098 2010-11-01 13.388418050503700 2010-12-01 13.532796633627601 2011-01-01 13.542074330133300 2011-02-01 13.541653715778802 2011-03-01 13.498136188492902 2011-04-01 13.572599563599601 2011-05-01 13.516380468977001 2011-06-01 13.423458617741801 2011-07-01 13.458588854071900 2011-08-01 13.371580075377800 2011-09-01 13.317923938387600 2011-10-01 13.411009868065698 2011-11-01 13.497256958080802 2011-12-01 13.452549086578902 2012-01-01 13.561483774970400 2012-02-01 13.542616185107100 2012-03-01 13.597050184603301 2012-04-01 13.556210733646500 2012-05-01 13.602970228463900 2012-06-01 13.622467741412402 2012-07-01 13.663381281891699 2012-08-01 13.768487244412100 2012-09-01 13.718457500230999 2012-10-01 13.695451849699600 2012-11-01 13.695050114163001 2012-12-01 13.671234940948601 2013-01-01 13.783750494938900 2013-02-01 13.847948687012900 2013-03-01 13.800228470889401 2013-04-01 13.847018521411500 2013-05-01 13.784645646179700 2013-06-01 13.712753384321498 2013-07-01 13.669637388729598 2013-08-01 13.669538589631300 2013-09-01 13.615915592998600 2013-10-01 13.381482182106302 2013-11-01 13.497843529552100 2013-12-01 13.486046830981400 2014-01-01 13.405420352982700 2014-02-01 13.348787030522098 2014-03-01 13.306147396528099 2014-04-01 13.531595240846400 2014-05-01 13.765793644175199 2014-06-01 13.804130766744300 2014-07-01 13.877949703013500 2014-08-01 13.986253818931400 2014-09-01 14.008638643240600 2014-10-01 14.167579177321201 2014-11-01 14.195053668229100 2014-12-01 14.190113253035300 2015-01-01 14.224381536225800 2015-02-01 14.360768940696900 2015-03-01 14.313303221938500 2015-04-01 14.223178759537400 2015-05-01 14.146591378783300 2015-06-01 14.089807551540899 2015-07-01 13.976126369748199 2015-08-01 13.909452773657902 2015-09-01 13.705668782997902 2015-10-01 13.755508544196902 2015-11-01 13.699985435610700 2015-12-01 13.591065336264300 2016-01-01 13.535156570685698 2016-02-01 13.365660634625499 2016-03-01 13.318181161389699 2016-04-01 13.312297185795200 2016-05-01 13.338021969518700 2016-06-01 13.279993688253699 2016-07-01 13.270936881911400 2016-08-01 13.235676697366399 2016-09-01 13.301974922758800 2016-10-01 13.151224677829699 2016-11-01 13.296098317105400 2016-12-01 13.389530817102301 2017-01-01 13.331546084660301 2017-02-01 13.373379313240399 2017-03-01 13.326059795992201 2017-04-01 13.314200999771499 2017-05-01 13.440789313118698 2017-06-01 13.172926632662401 2017-07-01 13.059717395995900 2017-08-01 13.047140640554400 2017-09-01 13.198627679300499 2017-10-01 13.251293688359699 2017-11-01 13.191668754417200 2017-12-01 13.186276411533600 2018-01-01 13.223751023303300 2018-02-01 13.274459133861000 2018-03-01 13.336655197038699 2018-04-01 13.419073308037698 2018-05-01 13.555168502337100 2018-06-01 13.570661798456301 2018-07-01 13.452257718095900 2018-08-01 13.346920052969999 2018-09-01 13.295181909792099 2018-10-01 13.253777717139098 2018-11-01 13.177671063949198 2018-12-01 13.179311450927901 2019-01-01 13.210231221894698 2019-02-01 13.178792969952200 2019-03-01 13.255489676575100 2019-04-01 13.234369488665301 2019-05-01 13.170665251598198 2019-06-01 13.270888552847700 2019-07-01 13.242685019021199 2019-08-01 13.232188639887900 2019-09-01 13.300781174045902 2019-10-01 13.254952226985500 2019-11-01 13.363449237314502 2019-12-01 13.372181816820000 2020-01-01 13.392912911956800 2020-02-01 13.480719430198100 2020-03-01 12.971198786795002 2020-04-01 8.950384832481590 2020-05-01 10.386636699039500 2020-06-01 11.471946456422800 2020-07-01 11.841638100878198 2020-08-01 12.014916291742802 2020-09-01 12.211406816302700 2020-10-01 12.262120524356500 2020-11-01 12.245995153011501 2020-12-01 12.262260649904500 2021-01-01 12.166491021495400 2021-02-01 12.281751781854501 2021-03-01 12.287163877717399 2021-04-01 12.368399247472000 2021-05-01 12.395348360078001 2021-06-01 12.378616974861900 2021-07-01 12.344668173798500 2021-08-01 12.297822946851301 2021-09-01 12.323285955096100 2021-10-01 12.266894195309801 2021-11-01 12.337094472389900 2021-12-01 12.350787056072301 2022-01-01 12.446035794803100 2022-02-01 12.382208640162200 2022-03-01 12.295172830193100 2022-04-01 12.377024550536001 2022-05-01 12.394850597803800 2022-06-01 12.384161883302900 2022-07-01 12.452573124155600 2022-08-01 12.490683281416400 2022-09-01 12.434042027595300 2022-10-01 12.474214849002301 2022-11-01 12.433265285621701 2022-12-01 12.543085125301600 2023-01-01 12.429112234422600 2023-02-01 12.379969098630200 2023-03-01 12.397304860157302 2023-04-01 12.381544796819300 2023-05-01 12.389245026615100 2023-06-01 12.390454328786900 2023-07-01 12.357560633560300 2023-08-01 12.387627053143499 2023-09-01 12.342482161224199 2023-10-01 12.377889671991000 2023-11-01 12.536691970678401 2023-12-01 12.439425364798801 2024-01-01 12.520448929397302 2024-02-01 12.479517438061302 2024-03-01 12.491637412561500