Table Data - All Employees: Other Services in Akron, OH (MSA)
| 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 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 | 11.14497481447600 |
| 1990-02-01 | 11.10597677977460 |
| 1990-03-01 | 11.10824779858010 |
| 1990-04-01 | 11.19427525505650 |
| 1990-05-01 | 11.28935918820870 |
| 1990-06-01 | 11.34949653149660 |
| 1990-07-01 | 11.44331694627030 |
| 1990-08-01 | 11.61457013644310 |
| 1990-09-01 | 11.66460023352010 |
| 1990-10-01 | 11.66856076380010 |
| 1990-11-01 | 11.78820551228540 |
| 1990-12-01 | 11.74159321236680 |
| 1991-01-01 | 11.73430123305700 |
| 1991-02-01 | 11.79960024459850 |
| 1991-03-01 | 11.78821660520090 |
| 1991-04-01 | 11.80396863232240 |
| 1991-05-01 | 11.79543804438580 |
| 1991-06-01 | 11.85101483272630 |
| 1991-07-01 | 12.05614071612890 |
| 1991-08-01 | 11.92382992327380 |
| 1991-09-01 | 11.96875660169550 |
| 1991-10-01 | 11.95928219836270 |
| 1991-11-01 | 11.88718932917420 |
| 1991-12-01 | 11.94310538177530 |
| 1992-01-01 | 11.92625033525170 |
| 1992-02-01 | 11.98946757785690 |
| 1992-03-01 | 11.95783209557510 |
| 1992-04-01 | 12.31643447788190 |
| 1992-05-01 | 12.41012741140790 |
| 1992-06-01 | 12.45313626012260 |
| 1992-07-01 | 12.57356454763920 |
| 1992-08-01 | 12.53464720540300 |
| 1992-09-01 | 12.47153913699380 |
| 1992-10-01 | 12.64676830823800 |
| 1992-11-01 | 12.58917997729770 |
| 1992-12-01 | 12.94135839605820 |
| 1993-01-01 | 13.31980693325910 |
| 1993-02-01 | 13.28323540457100 |
| 1993-03-01 | 13.12117223613120 |
| 1993-04-01 | 13.12733228312560 |
| 1993-05-01 | 13.12765242731200 |
| 1993-06-01 | 13.15992881760610 |
| 1993-07-01 | 13.18932114878140 |
| 1993-08-01 | 13.23697522229210 |
| 1993-09-01 | 13.37788448775010 |
| 1993-10-01 | 13.43406002644870 |
| 1993-11-01 | 13.48929404845410 |
| 1993-12-01 | 13.53711269587250 |
| 1994-01-01 | 13.72523226886740 |
| 1994-02-01 | 13.67329470101230 |
| 1994-03-01 | 13.79014527448950 |
| 1994-04-01 | 13.63518040844540 |
| 1994-05-01 | 13.74422632632540 |
| 1994-06-01 | 13.77066852662400 |
| 1994-07-01 | 13.70367242462230 |
| 1994-08-01 | 13.72490832905050 |
| 1994-09-01 | 13.76802150269910 |
| 1994-10-01 | 13.93035184136390 |
| 1994-11-01 | 13.90180729233900 |
| 1994-12-01 | 14.04697314339020 |
| 1995-01-01 | 13.83480749704520 |
| 1995-02-01 | 13.85691324099330 |
| 1995-03-01 | 13.86037518326310 |
| 1995-04-01 | 13.94106008369530 |
| 1995-05-01 | 13.95005269827780 |
| 1995-06-01 | 14.08241541991970 |
| 1995-07-01 | 14.11112801762340 |
| 1995-08-01 | 14.21184895533810 |
| 1995-09-01 | 14.26263818481990 |
| 1995-10-01 | 14.22916369459690 |
| 1995-11-01 | 14.31368422602120 |
| 1995-12-01 | 14.36479436874140 |
| 1996-01-01 | 14.35321457594600 |
| 1996-02-01 | 14.32945539459060 |
| 1996-03-01 | 14.44034751447420 |
| 1996-04-01 | 14.43767379002170 |
| 1996-05-01 | 14.14975739573580 |
| 1996-06-01 | 14.08969523784740 |
| 1996-07-01 | 14.51348403029790 |
| 1996-08-01 | 14.50484019605310 |
| 1996-09-01 | 14.45403625763110 |
| 1996-10-01 | 14.53642511355200 |
| 1996-11-01 | 14.54039047666940 |
| 1996-12-01 | 14.58710469499720 |
| 1997-01-01 | 14.36524196041310 |
| 1997-02-01 | 14.49274080875960 |
| 1997-03-01 | 14.41984241453240 |
| 1997-04-01 | 14.62615442649300 |
| 1997-05-01 | 14.74931114376610 |
| 1997-06-01 | 14.69262501960850 |
| 1997-07-01 | 14.70516090714340 |
| 1997-08-01 | 14.81942326396790 |
| 1997-09-01 | 14.75891683806240 |
| 1997-10-01 | 14.44683750673380 |
| 1997-11-01 | 14.46552738209920 |
| 1997-12-01 | 14.39571722993620 |
| 1998-01-01 | 14.46407877524290 |
| 1998-02-01 | 14.55267193162420 |
| 1998-03-01 | 14.51885192606490 |
| 1998-04-01 | 14.41442410034590 |
| 1998-05-01 | 14.44592558636040 |
| 1998-06-01 | 14.39544019784460 |
| 1998-07-01 | 14.39807951899410 |
| 1998-08-01 | 14.33585571441350 |
| 1998-09-01 | 14.35909304680720 |
| 1998-10-01 | 14.45902245677870 |
| 1998-11-01 | 14.49161105278350 |
| 1998-12-01 | 14.39875100217510 |
| 1999-01-01 | 14.45146915052550 |
| 1999-02-01 | 14.41880989528150 |
| 1999-03-01 | 14.42694778202240 |
| 1999-04-01 | 14.01070658874200 |
| 1999-05-01 | 13.74491471346620 |
| 1999-06-01 | 13.69007901619080 |
| 1999-07-01 | 13.59156038594540 |
| 1999-08-01 | 13.55975944109500 |
| 1999-09-01 | 13.56338483792930 |
| 1999-10-01 | 13.65796294724410 |
| 1999-11-01 | 13.60251578738480 |
| 1999-12-01 | 13.69268781823540 |
| 2000-01-01 | 13.93043951406010 |
| 2000-02-01 | 13.81080028227770 |
| 2000-03-01 | 13.85508654695220 |
| 2000-04-01 | 13.60918796136380 |
| 2000-05-01 | 13.64157789202360 |
| 2000-06-01 | 13.78415278998050 |
| 2000-07-01 | 13.78690511121520 |
| 2000-08-01 | 13.66677076547260 |
| 2000-09-01 | 13.76499022755460 |
| 2000-10-01 | 13.65428699313210 |
| 2000-11-01 | 13.70333900081660 |
| 2000-12-01 | 13.78301422031550 |
| 2001-01-01 | 14.31102553746600 |
| 2001-02-01 | 14.32609972487720 |
| 2001-03-01 | 14.18499949684730 |
| 2001-04-01 | 14.31042677470800 |
| 2001-05-01 | 14.34340142419350 |
| 2001-06-01 | 14.27528664631320 |
| 2001-07-01 | 14.37934561725230 |
| 2001-08-01 | 14.46776535256080 |
| 2001-09-01 | 14.36427760319730 |
| 2001-10-01 | 14.34810896279300 |
| 2001-11-01 | 14.29493152253790 |
| 2001-12-01 | 14.26974622048170 |
| 2002-01-01 | 14.09166263604900 |
| 2002-02-01 | 13.95737853012100 |
| 2002-03-01 | 14.01869252983300 |
| 2002-04-01 | 14.11511153332810 |
| 2002-05-01 | 14.13694961770260 |
| 2002-06-01 | 14.17789015779920 |
| 2002-07-01 | 14.07760680528450 |
| 2002-08-01 | 14.04972947087110 |
| 2002-09-01 | 14.06201093877960 |
| 2002-10-01 | 14.04292988343990 |
| 2002-11-01 | 13.97828212229460 |
| 2002-12-01 | 13.96258188104920 |
| 2003-01-01 | 14.08047432828410 |
| 2003-02-01 | 13.98792143616290 |
| 2003-03-01 | 14.03754043302090 |
| 2003-04-01 | 14.02658333704160 |
| 2003-05-01 | 14.03555760191830 |
| 2003-06-01 | 13.97807826875790 |
| 2003-07-01 | 13.98063399178030 |
| 2003-08-01 | 13.93861493004340 |
| 2003-09-01 | 13.85755147032730 |
| 2003-10-01 | 13.84020098810430 |
| 2003-11-01 | 13.85568758721600 |
| 2003-12-01 | 13.76009623914800 |
| 2004-01-01 | 13.76335709256920 |
| 2004-02-01 | 13.71525087903960 |
| 2004-03-01 | 13.73750537868850 |
| 2004-04-01 | 13.74024506214300 |
| 2004-05-01 | 13.73957050905380 |
| 2004-06-01 | 13.79250682632760 |
| 2004-07-01 | 13.78837880645660 |
| 2004-08-01 | 13.72780158499310 |
| 2004-09-01 | 13.85534078487450 |
| 2004-10-01 | 13.93913646162520 |
| 2004-11-01 | 13.92710546171190 |
| 2004-12-01 | 14.05367216397360 |
| 2005-01-01 | 13.95195480211920 |
| 2005-02-01 | 14.12841066141650 |
| 2005-03-01 | 14.12902036572520 |
| 2005-04-01 | 14.15786819215020 |
| 2005-05-01 | 14.15656788579040 |
| 2005-06-01 | 14.10945826292330 |
| 2005-07-01 | 14.09326677730600 |
| 2005-08-01 | 14.12152459653580 |
| 2005-09-01 | 14.04447614818920 |
| 2005-10-01 | 14.04357622699220 |
| 2005-11-01 | 14.00632504917550 |
| 2005-12-01 | 14.04332694361890 |
| 2006-01-01 | 13.73836434132230 |
| 2006-02-01 | 13.83217030151930 |
| 2006-03-01 | 13.82206488595440 |
| 2006-04-01 | 13.77235198408490 |
| 2006-05-01 | 13.77562456085170 |
| 2006-06-01 | 13.83942422891890 |
| 2006-07-01 | 13.69462099143720 |
| 2006-08-01 | 13.81069106522010 |
| 2006-09-01 | 13.83267962281540 |
| 2006-10-01 | 13.74650131064460 |
| 2006-11-01 | 13.78474322860260 |
| 2006-12-01 | 13.72899553959580 |
| 2007-01-01 | 13.73642308188210 |
| 2007-02-01 | 13.63374937620540 |
| 2007-03-01 | 13.71693789064330 |
| 2007-04-01 | 13.68827293265750 |
| 2007-05-01 | 13.69724276647540 |
| 2007-06-01 | 13.66058787475700 |
| 2007-07-01 | 13.68944835321070 |
| 2007-08-01 | 13.70217287303010 |
| 2007-09-01 | 13.61994346909790 |
| 2007-10-01 | 13.94590360980570 |
| 2007-11-01 | 13.87875574880220 |
| 2007-12-01 | 13.91878692398140 |
| 2008-01-01 | 13.93119089402220 |
| 2008-02-01 | 14.03793301531830 |
| 2008-03-01 | 13.91163580493690 |
| 2008-04-01 | 13.99242050336180 |
| 2008-05-01 | 14.01160752952560 |
| 2008-06-01 | 13.98492312320870 |
| 2008-07-01 | 13.97811865670230 |
| 2008-08-01 | 13.99945329874320 |
| 2008-09-01 | 13.91621752924930 |
| 2008-10-01 | 13.84223222522270 |
| 2008-11-01 | 13.77391942803450 |
| 2008-12-01 | 13.71478579620980 |
| 2009-01-01 | 13.73001757458820 |
| 2009-02-01 | 13.63922718320990 |
| 2009-03-01 | 13.60564780516730 |
| 2009-04-01 | 13.59387494089900 |
| 2009-05-01 | 13.52148803599650 |
| 2009-06-01 | 13.50320751880440 |
| 2009-07-01 | 13.46609156402020 |
| 2009-08-01 | 13.39199200696180 |
| 2009-09-01 | 13.41600725572090 |
| 2009-10-01 | 13.33481093932770 |
| 2009-11-01 | 13.38354341167850 |
| 2009-12-01 | 13.32146295673660 |
| 2010-01-01 | 13.13035925618570 |
| 2010-02-01 | 13.13791267114200 |
| 2010-03-01 | 13.20234451855360 |
| 2010-04-01 | 13.08122746679200 |
| 2010-05-01 | 13.12121197427060 |
| 2010-06-01 | 13.22043974899850 |
| 2010-07-01 | 13.26040991572020 |
| 2010-08-01 | 13.28447269972740 |
| 2010-09-01 | 13.31659896698740 |
| 2010-10-01 | 13.42529421828960 |
| 2010-11-01 | 13.38841710566700 |
| 2010-12-01 | 13.53279821286550 |
| 2011-01-01 | 13.54207156668770 |
| 2011-02-01 | 13.54166564497310 |
| 2011-03-01 | 13.49814857609650 |
| 2011-04-01 | 13.57259240024120 |
| 2011-05-01 | 13.51636881341180 |
| 2011-06-01 | 13.42345358994340 |
| 2011-07-01 | 13.45858693965820 |
| 2011-08-01 | 13.37157387156700 |
| 2011-09-01 | 13.31793442777950 |
| 2011-10-01 | 13.41100092469600 |
| 2011-11-01 | 13.49725996393670 |
| 2011-12-01 | 13.45255772816210 |
| 2012-01-01 | 13.56149140379390 |
| 2012-02-01 | 13.54263466277440 |
| 2012-03-01 | 13.59709138154390 |
| 2012-04-01 | 13.55620211473130 |
| 2012-05-01 | 13.60293372492180 |
| 2012-06-01 | 13.62242638155110 |
| 2012-07-01 | 13.66333453407230 |
| 2012-08-01 | 13.76843875426420 |
| 2012-09-01 | 13.71849718432120 |
| 2012-10-01 | 13.69543243717840 |
| 2012-11-01 | 13.69507712139750 |
| 2012-12-01 | 13.67130419885180 |
| 2013-01-01 | 13.78384806854280 |
| 2013-02-01 | 13.84805055862510 |
| 2013-03-01 | 13.80034353211290 |
| 2013-04-01 | 13.84698782561080 |
| 2013-05-01 | 13.78449290864590 |
| 2013-06-01 | 13.71254159409860 |
| 2013-07-01 | 13.66940298662990 |
| 2013-08-01 | 13.66933317838890 |
| 2013-09-01 | 13.61592114164400 |
| 2013-10-01 | 13.38174956191340 |
| 2013-11-01 | 13.49793667722700 |
| 2013-12-01 | 13.48625516488730 |
| 2014-01-01 | 13.40571737811210 |
| 2014-02-01 | 13.34906892851340 |
| 2014-03-01 | 13.30637699287970 |
| 2014-04-01 | 13.53153351872350 |
| 2014-05-01 | 13.76560411299020 |
| 2014-06-01 | 13.80371999283420 |
| 2014-07-01 | 13.87668722624050 |
| 2014-08-01 | 13.98556889242210 |
| 2014-09-01 | 14.00862695577400 |
| 2014-10-01 | 14.16884604828890 |
| 2014-11-01 | 14.19517921243240 |
| 2014-12-01 | 14.19054181760630 |
| 2015-01-01 | 14.22507962634690 |
| 2015-02-01 | 14.36151681594430 |
| 2015-03-01 | 14.31407589071760 |
| 2015-04-01 | 14.22371172097070 |
| 2015-05-01 | 14.14639130939380 |
| 2015-06-01 | 14.08578943833970 |
| 2015-07-01 | 13.97446484967460 |
| 2015-08-01 | 13.90873551769790 |
| 2015-09-01 | 13.70588205767430 |
| 2015-10-01 | 13.75803685973040 |
| 2015-11-01 | 13.70045680157110 |
| 2015-12-01 | 13.59199573382880 |
| 2016-01-01 | 13.53647966565180 |
| 2016-02-01 | 13.36704363057430 |
| 2016-03-01 | 13.31953820133370 |
| 2016-04-01 | 13.31329962884740 |
| 2016-05-01 | 13.33752791688460 |
| 2016-06-01 | 13.27199621199290 |
| 2016-07-01 | 13.26851267217270 |
| 2016-08-01 | 13.23466651097610 |
| 2016-09-01 | 13.30232205361450 |
| 2016-10-01 | 13.15480852976810 |
| 2016-11-01 | 13.29716197653300 |
| 2016-12-01 | 13.39135985300560 |
| 2017-01-01 | 13.33399483371680 |
| 2017-02-01 | 13.37605821838490 |
| 2017-03-01 | 13.32864716283020 |
| 2017-04-01 | 13.31617622685800 |
| 2017-05-01 | 13.43897535594770 |
| 2017-06-01 | 13.15924305104330 |
| 2017-07-01 | 13.05699438481060 |
| 2017-08-01 | 13.04540585185050 |
| 2017-09-01 | 13.19721290929170 |
| 2017-10-01 | 13.25912643367140 |
| 2017-11-01 | 13.19191354888200 |
| 2017-12-01 | 13.18754407403130 |
| 2018-01-01 | 13.23202050389620 |
| 2018-02-01 | 13.27751247422580 |
| 2018-03-01 | 13.33963368914850 |
| 2018-04-01 | 13.42116952035380 |
| 2018-05-01 | 13.55177120690830 |
| 2018-06-01 | 13.55420827196500 |
| 2018-07-01 | 13.44790526399730 |
| 2018-08-01 | 13.34321224354020 |
| 2018-09-01 | 13.29099124630690 |
| 2018-10-01 | 13.26471912815620 |
| 2018-11-01 | 13.17625578662250 |
| 2018-12-01 | 13.17940746128330 |
| 2019-01-01 | 13.23002814089720 |
| 2019-02-01 | 13.18242230155530 |
| 2019-03-01 | 13.25765200446180 |
| 2019-04-01 | 13.23800288535570 |
| 2019-05-01 | 13.16778446227240 |
| 2019-06-01 | 13.24811451544240 |
| 2019-07-01 | 13.23491975633740 |
| 2019-08-01 | 13.22540687701400 |
| 2019-09-01 | 13.29391323112640 |
| 2019-10-01 | 13.27026632828320 |
| 2019-11-01 | 13.35775944714440 |
| 2019-12-01 | 13.36936492009700 |
| 2020-01-01 | 13.43097912720440 |
| 2020-02-01 | 13.48522235467980 |
| 2020-03-01 | 12.97277861730490 |
| 2020-04-01 | 8.95584830234538 |
| 2020-05-01 | 10.38636573945340 |
| 2020-06-01 | 11.44230192911070 |
| 2020-07-01 | 11.82451367029810 |
| 2020-08-01 | 12.00607892262120 |
| 2020-09-01 | 12.19702506599710 |
| 2020-10-01 | 12.27750040723440 |
| 2020-11-01 | 12.24274900937510 |
| 2020-12-01 | 12.25808087299150 |
| 2021-01-01 | 12.22617571580220 |
| 2021-02-01 | 12.29191775285080 |
| 2021-03-01 | 12.28922284955200 |
| 2021-04-01 | 12.37435265129520 |
| 2021-05-01 | 12.39327599352580 |
| 2021-06-01 | 12.34021564381870 |
| 2021-07-01 | 12.31363296861940 |
| 2021-08-01 | 12.28718412311890 |
| 2021-09-01 | 12.30338860969650 |
| 2021-10-01 | 12.28220337540330 |
| 2021-11-01 | 12.33511838085170 |
| 2021-12-01 | 12.34962382504330 |
| 2022-01-01 | 12.52753166000490 |
| 2022-02-01 | 12.40107348625620 |
| 2022-03-01 | 12.29991183113940 |
| 2022-04-01 | 12.38034781703000 |
| 2022-05-01 | 12.38536050665570 |
| 2022-06-01 | 12.43527175737490 |
| 2022-07-01 | 12.50616774818880 |
| 2022-08-01 | 12.58166488633440 |
| 2022-09-01 | 12.50686534633640 |
| 2022-10-01 | 12.59050004615630 |
| 2022-11-01 | 12.64156210210080 |
| 2022-12-01 | 12.65200354875100 |
| 2023-01-01 | 12.62453822224050 |
| 2023-02-01 | 12.60485369969760 |
| 2023-03-01 | 12.60134665929870 |
| 2023-04-01 | 12.57937015837710 |
| 2023-05-01 | 12.56836600325090 |
| 2023-06-01 | 12.63030632737640 |
| 2023-07-01 | 12.60153259608480 |
| 2023-08-01 | 12.58172761499710 |
| 2023-09-01 | 12.61364941343850 |
| 2023-10-01 | 12.59772214739080 |
| 2023-11-01 | 12.55516602779290 |
| 2023-12-01 | 12.66162566305510 |
| 2024-01-01 | 12.72212573266130 |
| 2024-02-01 | 12.70606766334880 |
| 2024-03-01 | 12.79355835597980 |
| 2024-04-01 | 12.87062278477780 |
| 2024-05-01 | 12.95222630896920 |
| 2024-06-01 | 12.92117961324290 |
| 2024-07-01 | 13.00116267312520 |
| 2024-08-01 | 12.89082641966620 |
| 2024-09-01 | 13.01321334366540 |
| 2024-10-01 | 13.10914531299130 |
| 2024-11-01 | 13.07473119518100 |
| 2024-12-01 | 12.97329694838760 |
| 2025-01-01 | 12.91490690013990 |
| 2025-02-01 | 12.90075433794230 |
| 2025-03-01 | 12.88260096815550 |
| 2025-04-01 | 12.96195471698860 |
| 2025-05-01 | 12.84028310932230 |
| 2025-06-01 | 12.82075177578730 |
| 2025-07-01 | 12.60443712608760 |
| 2025-08-01 | 12.69721211722120 |
| 2025-09-01 | 12.71292110619830 |
| 2025-10-01 | 12.61299206758170 |
| 2025-11-01 | 12.58486292785600 |
| 2025-12-01 | 12.68295791548800 |
| 2026-01-01 | 12.81513056144220 |
| 2026-02-01 | 12.79636092133970 |
| 2026-03-01 | 12.77547192686520 |
| 2026-04-01 | 12.75355017244610 |
| 2026-05-01 | 12.73124206505290 |
| 2026-06-01 | 12.71993058137720 |