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 2026-05-01 |
| Last Updated | 2026-06-24 10:16 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 | 11.14497485745410 |
| 1990-02-01 | 11.10597681990250 |
| 1990-03-01 | 11.10824793316710 |
| 1990-04-01 | 11.19427521026990 |
| 1990-05-01 | 11.28935918501780 |
| 1990-06-01 | 11.34949652431520 |
| 1990-07-01 | 11.44331675637710 |
| 1990-08-01 | 11.61457012696870 |
| 1990-09-01 | 11.66460025177050 |
| 1990-10-01 | 11.66856075977430 |
| 1990-11-01 | 11.78820552534810 |
| 1990-12-01 | 11.74159321768930 |
| 1991-01-01 | 11.73430128428670 |
| 1991-02-01 | 11.79960029523110 |
| 1991-03-01 | 11.78821672868720 |
| 1991-04-01 | 11.80396859449390 |
| 1991-05-01 | 11.79543803877960 |
| 1991-06-01 | 11.85101481820710 |
| 1991-07-01 | 12.05614053384990 |
| 1991-08-01 | 11.92382989606930 |
| 1991-09-01 | 11.96875659727670 |
| 1991-10-01 | 11.95928217928760 |
| 1991-11-01 | 11.88718934120030 |
| 1991-12-01 | 11.94310540803780 |
| 1992-01-01 | 11.92625042281100 |
| 1992-02-01 | 11.98946767424210 |
| 1992-03-01 | 11.95783223563350 |
| 1992-04-01 | 12.31643445520000 |
| 1992-05-01 | 12.41012738867840 |
| 1992-06-01 | 12.45313620633170 |
| 1992-07-01 | 12.57356433240230 |
| 1992-08-01 | 12.53464712201010 |
| 1992-09-01 | 12.47153907703250 |
| 1992-10-01 | 12.64676825145200 |
| 1992-11-01 | 12.58917998942380 |
| 1992-12-01 | 12.94135847650250 |
| 1993-01-01 | 13.31980711676680 |
| 1993-02-01 | 13.28323562744190 |
| 1993-03-01 | 13.12117250179080 |
| 1993-04-01 | 13.12733237582060 |
| 1993-05-01 | 13.12765221050590 |
| 1993-06-01 | 13.15992866585050 |
| 1993-07-01 | 13.18932075344800 |
| 1993-08-01 | 13.23697509680160 |
| 1993-09-01 | 13.37788434890670 |
| 1993-10-01 | 13.43405986298580 |
| 1993-11-01 | 13.48929397969360 |
| 1993-12-01 | 13.53711272514380 |
| 1994-01-01 | 13.72523294763130 |
| 1994-02-01 | 13.67329490418070 |
| 1994-03-01 | 13.79014654244500 |
| 1994-04-01 | 13.63518053009620 |
| 1994-05-01 | 13.74422530531920 |
| 1994-06-01 | 13.77066823516790 |
| 1994-07-01 | 13.70367181300910 |
| 1994-08-01 | 13.72490786866200 |
| 1994-09-01 | 13.76802103210010 |
| 1994-10-01 | 13.93035191401530 |
| 1994-11-01 | 13.90180716856140 |
| 1994-12-01 | 14.04697320479530 |
| 1995-01-01 | 13.83480881817010 |
| 1995-02-01 | 13.85691358933560 |
| 1995-03-01 | 13.86037757974490 |
| 1995-04-01 | 13.94106027261250 |
| 1995-05-01 | 13.95005081128860 |
| 1995-06-01 | 14.08241484366220 |
| 1995-07-01 | 14.11112701662190 |
| 1995-08-01 | 14.21184800680820 |
| 1995-09-01 | 14.26263725798490 |
| 1995-10-01 | 14.22916389722120 |
| 1995-11-01 | 14.31368397988380 |
| 1995-12-01 | 14.36479446944430 |
| 1996-01-01 | 14.35321666993350 |
| 1996-02-01 | 14.32945625984360 |
| 1996-03-01 | 14.44035179530270 |
| 1996-04-01 | 14.43767449382360 |
| 1996-05-01 | 14.14975378205860 |
| 1996-06-01 | 14.08969382863990 |
| 1996-07-01 | 14.51348249154200 |
| 1996-08-01 | 14.50483867169650 |
| 1996-09-01 | 14.45403494572140 |
| 1996-10-01 | 14.53642563343670 |
| 1996-11-01 | 14.54039032072680 |
| 1996-12-01 | 14.58710504115080 |
| 1997-01-01 | 14.36524434629130 |
| 1997-02-01 | 14.49274232625540 |
| 1997-03-01 | 14.41984823826080 |
| 1997-04-01 | 14.62615599819820 |
| 1997-05-01 | 14.74930612798200 |
| 1997-06-01 | 14.69262259402130 |
| 1997-07-01 | 14.70515866745250 |
| 1997-08-01 | 14.81942134625260 |
| 1997-09-01 | 14.75891536799400 |
| 1997-10-01 | 14.44683807137370 |
| 1997-11-01 | 14.46552745740360 |
| 1997-12-01 | 14.39571796330140 |
| 1998-01-01 | 14.46408087541790 |
| 1998-02-01 | 14.55267354888070 |
| 1998-03-01 | 14.51886009149580 |
| 1998-04-01 | 14.41442619529790 |
| 1998-05-01 | 14.44591925243500 |
| 1998-06-01 | 14.39543686857320 |
| 1998-07-01 | 14.39807689958660 |
| 1998-08-01 | 14.33585329715000 |
| 1998-09-01 | 14.35909162817010 |
| 1998-10-01 | 14.45902333388330 |
| 1998-11-01 | 14.49161156915050 |
| 1998-12-01 | 14.39875222474830 |
| 1999-01-01 | 14.45147024534340 |
| 1999-02-01 | 14.41881131905180 |
| 1999-03-01 | 14.42695687463650 |
| 1999-04-01 | 14.01070872602840 |
| 1999-05-01 | 13.74490869112520 |
| 1999-06-01 | 13.69007528519780 |
| 1999-07-01 | 13.59155768713160 |
| 1999-08-01 | 13.55975688212880 |
| 1999-09-01 | 13.56338368236540 |
| 1999-10-01 | 13.65796369894160 |
| 1999-11-01 | 13.60251659991860 |
| 1999-12-01 | 13.69268934387010 |
| 2000-01-01 | 13.93043951726050 |
| 2000-02-01 | 13.81080133189600 |
| 2000-03-01 | 13.85509590206730 |
| 2000-04-01 | 13.60918983734170 |
| 2000-05-01 | 13.64157254607730 |
| 2000-06-01 | 13.78414905211390 |
| 2000-07-01 | 13.78690272429350 |
| 2000-08-01 | 13.66676835977290 |
| 2000-09-01 | 13.76498952506880 |
| 2000-10-01 | 13.65428769149310 |
| 2000-11-01 | 13.70334001466370 |
| 2000-12-01 | 13.78301577211150 |
| 2001-01-01 | 14.31102466040210 |
| 2001-02-01 | 14.32610029696850 |
| 2001-03-01 | 14.18500730988930 |
| 2001-04-01 | 14.31042814238120 |
| 2001-05-01 | 14.34339779471800 |
| 2001-06-01 | 14.27528359040300 |
| 2001-07-01 | 14.37934374747770 |
| 2001-08-01 | 14.46776338898520 |
| 2001-09-01 | 14.36427729361710 |
| 2001-10-01 | 14.34810938202310 |
| 2001-11-01 | 14.29493247397300 |
| 2001-12-01 | 14.26974754031520 |
| 2002-01-01 | 14.09166145426200 |
| 2002-02-01 | 13.95737842868720 |
| 2002-03-01 | 14.01869879577670 |
| 2002-04-01 | 14.11511204350770 |
| 2002-05-01 | 14.13694741644120 |
| 2002-06-01 | 14.17788815465780 |
| 2002-07-01 | 14.07760568078340 |
| 2002-08-01 | 14.04972783088620 |
| 2002-09-01 | 14.06201084259020 |
| 2002-10-01 | 14.04293030910480 |
| 2002-11-01 | 13.97828285721370 |
| 2002-12-01 | 13.96258277751870 |
| 2003-01-01 | 14.08047334460570 |
| 2003-02-01 | 13.98792111320510 |
| 2003-03-01 | 14.03754422940830 |
| 2003-04-01 | 14.02658321505650 |
| 2003-05-01 | 14.03555691642050 |
| 2003-06-01 | 13.97807727156170 |
| 2003-07-01 | 13.98063348753080 |
| 2003-08-01 | 13.93861372155590 |
| 2003-09-01 | 13.85755141053930 |
| 2003-10-01 | 13.84020121934120 |
| 2003-11-01 | 13.85568797056620 |
| 2003-12-01 | 13.76009670639130 |
| 2004-01-01 | 13.76335662223160 |
| 2004-02-01 | 13.71525077529640 |
| 2004-03-01 | 13.73750721417290 |
| 2004-04-01 | 13.74024487917430 |
| 2004-05-01 | 13.73957031459390 |
| 2004-06-01 | 13.79250636677170 |
| 2004-07-01 | 13.78837863605080 |
| 2004-08-01 | 13.72780084714460 |
| 2004-09-01 | 13.85534078174620 |
| 2004-10-01 | 13.93913657884470 |
| 2004-11-01 | 13.92710560119660 |
| 2004-12-01 | 14.05367230010880 |
| 2005-01-01 | 13.95195477354450 |
| 2005-02-01 | 14.12841078075050 |
| 2005-03-01 | 14.12902080348970 |
| 2005-04-01 | 14.15786821118170 |
| 2005-05-01 | 14.15656787669730 |
| 2005-06-01 | 14.10945809029910 |
| 2005-07-01 | 14.09326672452440 |
| 2005-08-01 | 14.12152419158050 |
| 2005-09-01 | 14.04447614097100 |
| 2005-10-01 | 14.04357626764780 |
| 2005-11-01 | 14.00632510589810 |
| 2005-12-01 | 14.04332701058870 |
| 2006-01-01 | 13.73836440418690 |
| 2006-02-01 | 13.83217036788010 |
| 2006-03-01 | 13.82206497032820 |
| 2006-04-01 | 13.77235200573490 |
| 2006-05-01 | 13.77562456655450 |
| 2006-06-01 | 13.83942421736360 |
| 2006-07-01 | 13.69462097644460 |
| 2006-08-01 | 13.81069081675420 |
| 2006-09-01 | 13.83267962270620 |
| 2006-10-01 | 13.74650132836290 |
| 2006-11-01 | 13.78474323499160 |
| 2006-12-01 | 13.72899561628830 |
| 2007-01-01 | 13.73642305395460 |
| 2007-02-01 | 13.63374942149880 |
| 2007-03-01 | 13.71693800421600 |
| 2007-04-01 | 13.68827292311870 |
| 2007-05-01 | 13.69724277593820 |
| 2007-06-01 | 13.66058786394070 |
| 2007-07-01 | 13.68944833025170 |
| 2007-08-01 | 13.70217272429480 |
| 2007-09-01 | 13.61994344349640 |
| 2007-10-01 | 13.94590360532270 |
| 2007-11-01 | 13.87875572890670 |
| 2007-12-01 | 13.91878705163840 |
| 2008-01-01 | 13.93119082773220 |
| 2008-02-01 | 14.03793309446210 |
| 2008-03-01 | 13.91163596721240 |
| 2008-04-01 | 13.99242048093730 |
| 2008-05-01 | 14.01160752577490 |
| 2008-06-01 | 13.98492306444390 |
| 2008-07-01 | 13.97811856479010 |
| 2008-08-01 | 13.99945321169780 |
| 2008-09-01 | 13.91621740274890 |
| 2008-10-01 | 13.84223224713050 |
| 2008-11-01 | 13.77391944038470 |
| 2008-12-01 | 13.71478601448400 |
| 2009-01-01 | 13.73001747273890 |
| 2009-02-01 | 13.63922728350470 |
| 2009-03-01 | 13.60564801862970 |
| 2009-04-01 | 13.59387492283670 |
| 2009-05-01 | 13.52148809297310 |
| 2009-06-01 | 13.50320753270020 |
| 2009-07-01 | 13.46609155467420 |
| 2009-08-01 | 13.39199122033740 |
| 2009-09-01 | 13.41600715709330 |
| 2009-10-01 | 13.33481101065880 |
| 2009-11-01 | 13.38354335815890 |
| 2009-12-01 | 13.32146412765470 |
| 2010-01-01 | 13.13035892297650 |
| 2010-02-01 | 13.13791256526520 |
| 2010-03-01 | 13.20234460470970 |
| 2010-04-01 | 13.08122743510070 |
| 2010-05-01 | 13.12121207925770 |
| 2010-06-01 | 13.22043984141490 |
| 2010-07-01 | 13.26040994509950 |
| 2010-08-01 | 13.28447111718120 |
| 2010-09-01 | 13.31659879083100 |
| 2010-10-01 | 13.42529514159730 |
| 2010-11-01 | 13.38841701887710 |
| 2010-12-01 | 13.53280048918140 |
| 2011-01-01 | 13.54207124551580 |
| 2011-02-01 | 13.54166386755320 |
| 2011-03-01 | 13.49814844132790 |
| 2011-04-01 | 13.57259193293220 |
| 2011-05-01 | 13.51637045991090 |
| 2011-06-01 | 13.42345316232750 |
| 2011-07-01 | 13.45858674176220 |
| 2011-08-01 | 13.37157163823300 |
| 2011-09-01 | 13.31793472078260 |
| 2011-10-01 | 13.41100325184700 |
| 2011-11-01 | 13.49726021809850 |
| 2011-12-01 | 13.45256105412940 |
| 2012-01-01 | 13.56149071749560 |
| 2012-02-01 | 13.54263017476650 |
| 2012-03-01 | 13.59709036653180 |
| 2012-04-01 | 13.55620074864930 |
| 2012-05-01 | 13.60293669356680 |
| 2012-06-01 | 13.62242559731590 |
| 2012-07-01 | 13.66333471253020 |
| 2012-08-01 | 13.76843757297740 |
| 2012-09-01 | 13.71849956354480 |
| 2012-10-01 | 13.69543677679380 |
| 2012-11-01 | 13.69507739882840 |
| 2012-12-01 | 13.67130625948960 |
| 2013-01-01 | 13.78384541044830 |
| 2013-02-01 | 13.84804216061890 |
| 2013-03-01 | 13.80034163793000 |
| 2013-04-01 | 13.84698629360010 |
| 2013-05-01 | 13.78449825759280 |
| 2013-06-01 | 13.71254151119730 |
| 2013-07-01 | 13.66940332396090 |
| 2013-08-01 | 13.66933079113620 |
| 2013-09-01 | 13.61592152278020 |
| 2013-10-01 | 13.38177585914460 |
| 2013-11-01 | 13.49793113539940 |
| 2013-12-01 | 13.48625042286690 |
| 2014-01-01 | 13.40570813585560 |
| 2014-02-01 | 13.34905375103650 |
| 2014-03-01 | 13.30636912636970 |
| 2014-04-01 | 13.53152547229360 |
| 2014-05-01 | 13.76563351544310 |
| 2014-06-01 | 13.80371084330100 |
| 2014-07-01 | 13.87670049008850 |
| 2014-08-01 | 13.98556450805860 |
| 2014-09-01 | 14.00862015845970 |
| 2014-10-01 | 14.16890569890270 |
| 2014-11-01 | 14.19516626439950 |
| 2014-12-01 | 14.19052591056450 |
| 2015-01-01 | 14.22505778749440 |
| 2015-02-01 | 14.36148402807530 |
| 2015-03-01 | 14.31404665793140 |
| 2015-04-01 | 14.22368211446660 |
| 2015-05-01 | 14.14651224717120 |
| 2015-06-01 | 14.08573101261740 |
| 2015-07-01 | 13.97449574670930 |
| 2015-08-01 | 13.90873866861820 |
| 2015-09-01 | 13.70587769019280 |
| 2015-10-01 | 13.75813613968070 |
| 2015-11-01 | 13.70044077489940 |
| 2015-12-01 | 13.59196751322080 |
| 2016-01-01 | 13.53643610095580 |
| 2016-02-01 | 13.36698031123390 |
| 2016-03-01 | 13.31947108812140 |
| 2016-04-01 | 13.31323606632000 |
| 2016-05-01 | 13.33773451460140 |
| 2016-06-01 | 13.27189457544410 |
| 2016-07-01 | 13.26857580107830 |
| 2016-08-01 | 13.23469668491120 |
| 2016-09-01 | 13.30234060194900 |
| 2016-10-01 | 13.15494110119570 |
| 2016-11-01 | 13.29716114869250 |
| 2016-12-01 | 13.39133248521820 |
| 2017-01-01 | 13.33393226075970 |
| 2017-02-01 | 13.37595213551720 |
| 2017-03-01 | 13.32850331950130 |
| 2017-04-01 | 13.31600438835050 |
| 2017-05-01 | 13.43919196633450 |
| 2017-06-01 | 13.15916409197230 |
| 2017-07-01 | 13.05716077239250 |
| 2017-08-01 | 13.04550980265880 |
| 2017-09-01 | 13.19731878647520 |
| 2017-10-01 | 13.25921515094800 |
| 2017-11-01 | 13.19192995247100 |
| 2017-12-01 | 13.18751489046790 |
| 2018-01-01 | 13.23193171242190 |
| 2018-02-01 | 13.27735557426950 |
| 2018-03-01 | 13.33940801174470 |
| 2018-04-01 | 13.42088801555120 |
| 2018-05-01 | 13.55192384517840 |
| 2018-06-01 | 13.55419951551460 |
| 2018-07-01 | 13.44818953476320 |
| 2018-08-01 | 13.34340510963220 |
| 2018-09-01 | 13.29119753763580 |
| 2018-10-01 | 13.26474958837070 |
| 2018-11-01 | 13.17629696850310 |
| 2018-12-01 | 13.17938744246240 |
| 2019-01-01 | 13.22990179736950 |
| 2019-02-01 | 13.18223950675310 |
| 2019-03-01 | 13.25730482083520 |
| 2019-04-01 | 13.23763400877770 |
| 2019-05-01 | 13.16784941918140 |
| 2019-06-01 | 13.24816144248770 |
| 2019-07-01 | 13.23526692450510 |
| 2019-08-01 | 13.22578278743840 |
| 2019-09-01 | 13.29418719644900 |
| 2019-10-01 | 13.27021560179250 |
| 2019-11-01 | 13.35784233309460 |
| 2019-12-01 | 13.36938373784090 |
| 2020-01-01 | 13.43083907004920 |
| 2020-02-01 | 13.48502648124140 |
| 2020-03-01 | 12.97232088723800 |
| 2020-04-01 | 8.95541694223292 |
| 2020-05-01 | 10.38625794750610 |
| 2020-06-01 | 11.44234894723970 |
| 2020-07-01 | 11.82484736497570 |
| 2020-08-01 | 12.00665238698090 |
| 2020-09-01 | 12.19741059741980 |
| 2020-10-01 | 12.27756952316370 |
| 2020-11-01 | 12.24298514743530 |
| 2020-12-01 | 12.25817696773270 |
| 2021-01-01 | 12.22595184864830 |
| 2021-02-01 | 12.29154369390850 |
| 2021-03-01 | 12.28844907325330 |
| 2021-04-01 | 12.37369192823740 |
| 2021-05-01 | 12.39293080897690 |
| 2021-06-01 | 12.34031817465960 |
| 2021-07-01 | 12.31411695583170 |
| 2021-08-01 | 12.28815322026250 |
| 2021-09-01 | 12.30409533491100 |
| 2021-10-01 | 12.28242824856760 |
| 2021-11-01 | 12.33567644566210 |
| 2021-12-01 | 12.34980832868600 |
| 2022-01-01 | 12.52721878177250 |
| 2022-02-01 | 12.40058677459840 |
| 2022-03-01 | 12.29918748690060 |
| 2022-04-01 | 12.37645804752290 |
| 2022-05-01 | 12.38555670800480 |
| 2022-06-01 | 12.43613185987760 |
| 2022-07-01 | 12.50714463352210 |
| 2022-08-01 | 12.58341788339410 |
| 2022-09-01 | 12.50830798153870 |
| 2022-10-01 | 12.59134243875720 |
| 2022-11-01 | 12.64304580094440 |
| 2022-12-01 | 12.65227494549010 |
| 2023-01-01 | 12.62370202893890 |
| 2023-02-01 | 12.60337837999920 |
| 2023-03-01 | 12.59893394967270 |
| 2023-04-01 | 12.56944424503280 |
| 2023-05-01 | 12.57195816913240 |
| 2023-06-01 | 12.63322695620350 |
| 2023-07-01 | 12.60368949497780 |
| 2023-08-01 | 12.58458208472770 |
| 2023-09-01 | 12.61596512655810 |
| 2023-10-01 | 12.59914867543770 |
| 2023-11-01 | 12.55745843991000 |
| 2023-12-01 | 12.66179846490280 |
| 2024-01-01 | 12.72048907433030 |
| 2024-02-01 | 12.70321631207810 |
| 2024-03-01 | 12.78911459048370 |
| 2024-04-01 | 12.85424077834250 |
| 2024-05-01 | 12.95944408205700 |
| 2024-06-01 | 12.92630994767300 |
| 2024-07-01 | 13.00478031046270 |
| 2024-08-01 | 12.89484162588200 |
| 2024-09-01 | 13.01650932634070 |
| 2024-10-01 | 13.11136764910760 |
| 2024-11-01 | 13.07793171408300 |
| 2024-12-01 | 12.97334314530720 |
| 2025-01-01 | 12.91229678013110 |
| 2025-02-01 | 12.89612012641910 |
| 2025-03-01 | 12.87532600812980 |
| 2025-04-01 | 12.94055337189010 |
| 2025-05-01 | 12.85138248886260 |
| 2025-06-01 | 12.82752669303710 |
| 2025-07-01 | 12.60961672994120 |
| 2025-08-01 | 12.70220890359150 |
| 2025-09-01 | 12.71701839195340 |
| 2025-10-01 | 12.61563499872710 |
| 2025-11-01 | 12.58850113604700 |
| 2025-12-01 | 12.68276679350880 |
| 2026-01-01 | 12.81172566502350 |
| 2026-02-01 | 12.79054262778970 |
| 2026-03-01 | 12.76670473745740 |
| 2026-04-01 | 12.72843356086890 |
| 2026-05-01 | 12.64439739924860 |