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 2026-04-01 |
| Last Updated | 2026-05-26 3:07 PM 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 | 11.1449747685906 |
| 1990-02-01 | 11.1059767369270 |
| 1990-03-01 | 11.1082476548375 |
| 1990-04-01 | 11.1942753028699 |
| 1990-05-01 | 11.2893591916159 |
| 1990-06-01 | 11.3494965391646 |
| 1990-07-01 | 11.4433171490284 |
| 1990-08-01 | 11.6145701465597 |
| 1990-09-01 | 11.6646002140525 |
| 1990-10-01 | 11.6685607681006 |
| 1990-11-01 | 11.7882054983515 |
| 1990-12-01 | 11.7415932066893 |
| 1991-01-01 | 11.7343011783626 |
| 1991-02-01 | 11.7996001905344 |
| 1991-03-01 | 11.7882164733143 |
| 1991-04-01 | 11.8039686727044 |
| 1991-05-01 | 11.7954380503682 |
| 1991-06-01 | 11.8510148482253 |
| 1991-07-01 | 12.0561409107541 |
| 1991-08-01 | 11.9238299523215 |
| 1991-09-01 | 11.9687566064334 |
| 1991-10-01 | 11.9592822187370 |
| 1991-11-01 | 11.8871893163534 |
| 1991-12-01 | 11.9431053537571 |
| 1992-01-01 | 11.9262502417730 |
| 1992-02-01 | 11.9894674749389 |
| 1992-03-01 | 11.9578319459864 |
| 1992-04-01 | 12.3164345020697 |
| 1992-05-01 | 12.4101274356467 |
| 1992-06-01 | 12.4531363175322 |
| 1992-07-01 | 12.5735647774490 |
| 1992-08-01 | 12.5346472944584 |
| 1992-09-01 | 12.4715392010640 |
| 1992-10-01 | 12.6467683689131 |
| 1992-11-01 | 12.5891799644022 |
| 1992-12-01 | 12.9413583102206 |
| 1993-01-01 | 13.3198067373380 |
| 1993-02-01 | 13.2832351665851 |
| 1993-03-01 | 13.1211719524046 |
| 1993-04-01 | 13.1273321840775 |
| 1993-05-01 | 13.1276526586585 |
| 1993-06-01 | 13.1599289795584 |
| 1993-07-01 | 13.1893215708983 |
| 1993-08-01 | 13.2369753563456 |
| 1993-09-01 | 13.3778846361248 |
| 1993-10-01 | 13.4340602011215 |
| 1993-11-01 | 13.4892941220176 |
| 1993-12-01 | 13.5371126647706 |
| 1994-01-01 | 13.7252315440042 |
| 1994-02-01 | 13.6732944841311 |
| 1994-03-01 | 13.7901439204211 |
| 1994-04-01 | 13.6351802785137 |
| 1994-05-01 | 13.7442274160365 |
| 1994-06-01 | 13.7706688376937 |
| 1994-07-01 | 13.7036730776232 |
| 1994-08-01 | 13.7249088206993 |
| 1994-09-01 | 13.7680220054578 |
| 1994-10-01 | 13.9303517646168 |
| 1994-11-01 | 13.9018074245341 |
| 1994-12-01 | 14.0469730779056 |
| 1995-01-01 | 13.8348060860731 |
| 1995-02-01 | 13.8569128691258 |
| 1995-03-01 | 13.8603726240493 |
| 1995-04-01 | 13.9410598819742 |
| 1995-05-01 | 13.9500547123247 |
| 1995-06-01 | 14.0824160350279 |
| 1995-07-01 | 14.1111290863515 |
| 1995-08-01 | 14.2118499682587 |
| 1995-09-01 | 14.2626391749683 |
| 1995-10-01 | 14.2291634798522 |
| 1995-11-01 | 14.3136844887962 |
| 1995-12-01 | 14.3647942612027 |
| 1996-01-01 | 14.3532123394258 |
| 1996-02-01 | 14.3294544706621 |
| 1996-03-01 | 14.4403429429118 |
| 1996-04-01 | 14.4376730388522 |
| 1996-05-01 | 14.1497612530293 |
| 1996-06-01 | 14.0896967421876 |
| 1996-07-01 | 14.5134856731437 |
| 1996-08-01 | 14.5048418239655 |
| 1996-09-01 | 14.4540376593621 |
| 1996-10-01 | 14.5364245610369 |
| 1996-11-01 | 14.5403906432171 |
| 1996-12-01 | 14.5871043252693 |
| 1997-01-01 | 14.3652394114555 |
| 1997-02-01 | 14.4927391878633 |
| 1997-03-01 | 14.4198361955361 |
| 1997-04-01 | 14.6261527489696 |
| 1997-05-01 | 14.7493164979989 |
| 1997-06-01 | 14.6926276086597 |
| 1997-07-01 | 14.7051632981396 |
| 1997-08-01 | 14.8194253119973 |
| 1997-09-01 | 14.7589184091103 |
| 1997-10-01 | 14.4468369072459 |
| 1997-11-01 | 14.4655273030161 |
| 1997-12-01 | 14.3957164485584 |
| 1998-01-01 | 14.4640765285807 |
| 1998-02-01 | 14.5526702024221 |
| 1998-03-01 | 14.5188432071994 |
| 1998-04-01 | 14.4144218642174 |
| 1998-05-01 | 14.4459323479299 |
| 1998-06-01 | 14.3954437514682 |
| 1998-07-01 | 14.3980823153611 |
| 1998-08-01 | 14.3358582958338 |
| 1998-09-01 | 14.3590945635002 |
| 1998-10-01 | 14.4590215246212 |
| 1998-11-01 | 14.4916105042171 |
| 1998-12-01 | 14.3987497004189 |
| 1999-01-01 | 14.4514679740738 |
| 1999-02-01 | 14.4188083706619 |
| 1999-03-01 | 14.4269380739598 |
| 1999-04-01 | 14.0107043070777 |
| 1999-05-01 | 13.7449211425796 |
| 1999-06-01 | 13.6900829986109 |
| 1999-07-01 | 13.5915632671579 |
| 1999-08-01 | 13.5597621738166 |
| 1999-09-01 | 13.5633860741088 |
| 1999-10-01 | 13.6579621492209 |
| 1999-11-01 | 13.6025149241168 |
| 1999-12-01 | 13.6926861949636 |
| 2000-01-01 | 13.9304395005216 |
| 2000-02-01 | 13.8107991553935 |
| 2000-03-01 | 13.8550765590910 |
| 2000-04-01 | 13.6091859582149 |
| 2000-05-01 | 13.6415835991058 |
| 2000-06-01 | 13.7841567800417 |
| 2000-07-01 | 13.7869076597951 |
| 2000-08-01 | 13.6667733346273 |
| 2000-09-01 | 13.7649909801710 |
| 2000-10-01 | 13.6542862517551 |
| 2000-11-01 | 13.7033379230394 |
| 2000-12-01 | 13.7830125694102 |
| 2001-01-01 | 14.3110264633134 |
| 2001-02-01 | 14.3260991075398 |
| 2001-03-01 | 14.1849911557495 |
| 2001-04-01 | 14.3104253138306 |
| 2001-05-01 | 14.3434052988926 |
| 2001-06-01 | 14.2752899084940 |
| 2001-07-01 | 14.3793476138306 |
| 2001-08-01 | 14.4677674498044 |
| 2001-09-01 | 14.3642779359466 |
| 2001-10-01 | 14.3481085185271 |
| 2001-11-01 | 14.2949305113188 |
| 2001-12-01 | 14.2697448172976 |
| 2002-01-01 | 14.0916638878682 |
| 2002-02-01 | 13.9573786323856 |
| 2002-03-01 | 14.0186858406228 |
| 2002-04-01 | 14.1151109877724 |
| 2002-05-01 | 14.1369519677674 |
| 2002-06-01 | 14.1778922966156 |
| 2002-07-01 | 14.0776080064841 |
| 2002-08-01 | 14.0497312226241 |
| 2002-09-01 | 14.0620110428608 |
| 2002-10-01 | 14.0429294309331 |
| 2002-11-01 | 13.9782813404809 |
| 2002-12-01 | 13.9625809278026 |
| 2003-01-01 | 14.0804753713283 |
| 2003-02-01 | 13.9879217773222 |
| 2003-03-01 | 14.0375363809684 |
| 2003-04-01 | 14.0265834671554 |
| 2003-05-01 | 14.0355583342781 |
| 2003-06-01 | 13.9780793340784 |
| 2003-07-01 | 13.9806345307410 |
| 2003-08-01 | 13.9386162206516 |
| 2003-09-01 | 13.8575515337472 |
| 2003-10-01 | 13.8402007406957 |
| 2003-11-01 | 13.8556871778120 |
| 2003-12-01 | 13.7600957410697 |
| 2004-01-01 | 13.7633575904307 |
| 2004-02-01 | 13.7152509929151 |
| 2004-03-01 | 13.7375034206001 |
| 2004-04-01 | 13.7402452585515 |
| 2004-05-01 | 13.7395707177841 |
| 2004-06-01 | 13.7925073178518 |
| 2004-07-01 | 13.7883789889050 |
| 2004-08-01 | 13.7278023730428 |
| 2004-09-01 | 13.8553407853070 |
| 2004-10-01 | 13.9391363327289 |
| 2004-11-01 | 13.9271053092898 |
| 2004-12-01 | 14.0536720144602 |
| 2005-01-01 | 13.9519548271416 |
| 2005-02-01 | 14.1284105385705 |
| 2005-03-01 | 14.1290199224377 |
| 2005-04-01 | 14.1578681690185 |
| 2005-05-01 | 14.1565678936606 |
| 2005-06-01 | 14.1094584458536 |
| 2005-07-01 | 14.0932668331662 |
| 2005-08-01 | 14.1215250289688 |
| 2005-09-01 | 14.0444761512837 |
| 2005-10-01 | 14.0435761778976 |
| 2005-11-01 | 14.0063249827770 |
| 2005-12-01 | 14.0433268642625 |
| 2006-01-01 | 13.7383642647214 |
| 2006-02-01 | 13.8321702346497 |
| 2006-03-01 | 13.8220648428288 |
| 2006-04-01 | 13.7723519547787 |
| 2006-05-01 | 13.7756245516344 |
| 2006-06-01 | 13.8394242383701 |
| 2006-07-01 | 13.6946210059418 |
| 2006-08-01 | 13.8106913304549 |
| 2006-09-01 | 13.8326796149194 |
| 2006-10-01 | 13.7465012822749 |
| 2006-11-01 | 13.7847431905720 |
| 2006-12-01 | 13.7289954991488 |
| 2007-01-01 | 13.7364230396006 |
| 2007-02-01 | 13.6337493482737 |
| 2007-03-01 | 13.7169378842711 |
| 2007-04-01 | 13.6882729263352 |
| 2007-05-01 | 13.6972427651994 |
| 2007-06-01 | 13.6605878755139 |
| 2007-07-01 | 13.6894483490676 |
| 2007-08-01 | 13.7021729956919 |
| 2007-09-01 | 13.6199434587749 |
| 2007-10-01 | 13.9459035942273 |
| 2007-11-01 | 13.8787557280585 |
| 2007-12-01 | 13.9187869117962 |
| 2008-01-01 | 13.9311908707496 |
| 2008-02-01 | 14.0379330060421 |
| 2008-03-01 | 13.9116358142796 |
| 2008-04-01 | 13.9924205068097 |
| 2008-05-01 | 14.0116075354987 |
| 2008-06-01 | 13.9849231290542 |
| 2008-07-01 | 13.9781186589829 |
| 2008-08-01 | 13.9994533025244 |
| 2008-09-01 | 13.9162175219399 |
| 2008-10-01 | 13.8422322246412 |
| 2008-11-01 | 13.7739194202223 |
| 2008-12-01 | 13.7147858034407 |
| 2009-01-01 | 13.7300175606159 |
| 2009-02-01 | 13.6392271847371 |
| 2009-03-01 | 13.6056478232976 |
| 2009-04-01 | 13.5938749511166 |
| 2009-05-01 | 13.5214880487898 |
| 2009-06-01 | 13.5032075280481 |
| 2009-07-01 | 13.4660915670803 |
| 2009-08-01 | 13.3919919524540 |
| 2009-09-01 | 13.4160072348687 |
| 2009-10-01 | 13.3348109316539 |
| 2009-11-01 | 13.3835433932513 |
| 2009-12-01 | 13.3214630290505 |
| 2010-01-01 | 13.1303592321581 |
| 2010-02-01 | 13.1379126698367 |
| 2010-03-01 | 13.2023445395928 |
| 2010-04-01 | 13.0812274881624 |
| 2010-05-01 | 13.1212120008671 |
| 2010-06-01 | 13.2204397705784 |
| 2010-07-01 | 13.2604099277757 |
| 2010-08-01 | 13.2844725906731 |
| 2010-09-01 | 13.3165989322938 |
| 2010-10-01 | 13.4252942164795 |
| 2010-11-01 | 13.3884170651719 |
| 2010-12-01 | 13.5327983236538 |
| 2011-01-01 | 13.5420714989922 |
| 2011-02-01 | 13.5416656680503 |
| 2011-03-01 | 13.4981485544442 |
| 2011-04-01 | 13.5725923762363 |
| 2011-05-01 | 13.5163690747143 |
| 2011-06-01 | 13.4234535927816 |
| 2011-07-01 | 13.4585869421499 |
| 2011-08-01 | 13.3715737015478 |
| 2011-09-01 | 13.3179343808072 |
| 2011-10-01 | 13.4110009045670 |
| 2011-11-01 | 13.4972598631941 |
| 2011-12-01 | 13.4525578279632 |
| 2012-01-01 | 13.5614912662738 |
| 2012-02-01 | 13.5426345647411 |
| 2012-03-01 | 13.5970913713742 |
| 2012-04-01 | 13.5562021553202 |
| 2012-05-01 | 13.6029343608119 |
| 2012-06-01 | 13.6224265070502 |
| 2012-07-01 | 13.6633346384227 |
| 2012-08-01 | 13.7684386262829 |
| 2012-09-01 | 13.7184970249266 |
| 2012-10-01 | 13.6954322858248 |
| 2012-11-01 | 13.6950767379859 |
| 2012-12-01 | 13.6713038963320 |
| 2013-01-01 | 13.7838475592827 |
| 2013-02-01 | 13.8480501991375 |
| 2013-03-01 | 13.8003436445288 |
| 2013-04-01 | 13.8469883169319 |
| 2013-05-01 | 13.7844944770059 |
| 2013-06-01 | 13.7125423843591 |
| 2013-07-01 | 13.6694035570448 |
| 2013-08-01 | 13.6693331987983 |
| 2013-09-01 | 13.6159207436690 |
| 2013-10-01 | 13.3817483920607 |
| 2013-11-01 | 13.4979355784362 |
| 2013-12-01 | 13.4862539042289 |
| 2014-01-01 | 13.4057159890366 |
| 2014-02-01 | 13.3490678774864 |
| 2014-03-01 | 13.3063770724565 |
| 2014-04-01 | 13.5315346853181 |
| 2014-05-01 | 13.7656097941251 |
| 2014-06-01 | 13.8037221808278 |
| 2014-07-01 | 13.8766876010306 |
| 2014-08-01 | 13.9855693623326 |
| 2014-09-01 | 14.0086271511959 |
| 2014-10-01 | 14.1688396156155 |
| 2014-11-01 | 14.1951780402689 |
| 2014-12-01 | 14.1905396818347 |
| 2015-01-01 | 14.2250770375775 |
| 2015-02-01 | 14.3615142993981 |
| 2015-03-01 | 14.3140741752060 |
| 2015-04-01 | 14.2237108897869 |
| 2015-05-01 | 14.1464101281321 |
| 2015-06-01 | 14.0857986546170 |
| 2015-07-01 | 13.9744616899545 |
| 2015-08-01 | 13.9087335416710 |
| 2015-09-01 | 13.7058805410362 |
| 2015-10-01 | 13.7580231975216 |
| 2015-11-01 | 13.7004544131618 |
| 2015-12-01 | 13.5919927007283 |
| 2016-01-01 | 13.5364766399849 |
| 2016-02-01 | 13.3670407619720 |
| 2016-03-01 | 13.3195361464188 |
| 2016-04-01 | 13.3132984458042 |
| 2016-05-01 | 13.3375611169476 |
| 2016-06-01 | 13.2720133826067 |
| 2016-07-01 | 13.2685057866490 |
| 2016-08-01 | 13.2346605738641 |
| 2016-09-01 | 13.3023161503144 |
| 2016-10-01 | 13.1547851555247 |
| 2016-11-01 | 13.2971562687495 |
| 2016-12-01 | 13.3913555155006 |
| 2017-01-01 | 13.3339926551201 |
| 2017-02-01 | 13.3760582117609 |
| 2017-03-01 | 13.3286491980720 |
| 2017-04-01 | 13.3161780930743 |
| 2017-05-01 | 13.4390132695675 |
| 2017-06-01 | 13.1592751984935 |
| 2017-07-01 | 13.0569865408413 |
| 2017-08-01 | 13.0454010414325 |
| 2017-09-01 | 13.1971973413098 |
| 2017-10-01 | 13.2590661933207 |
| 2017-11-01 | 13.1919119323512 |
| 2017-12-01 | 13.1875448418827 |
| 2018-01-01 | 13.2320243951193 |
| 2018-02-01 | 13.2775199365241 |
| 2018-03-01 | 13.3396445042349 |
| 2018-04-01 | 13.4211783349236 |
| 2018-05-01 | 13.5518045736660 |
| 2018-06-01 | 13.5542489498301 |
| 2018-07-01 | 13.4478984448707 |
| 2018-08-01 | 13.3432099529351 |
| 2018-09-01 | 13.2909663086220 |
| 2018-10-01 | 13.2646221168636 |
| 2018-11-01 | 13.1762574616197 |
| 2018-12-01 | 13.1794111937639 |
| 2019-01-01 | 13.2300338283479 |
| 2019-02-01 | 13.1824318151104 |
| 2019-03-01 | 13.2576998607121 |
| 2019-04-01 | 13.2380126057852 |
| 2019-05-01 | 13.1678062070548 |
| 2019-06-01 | 13.2481611950193 |
| 2019-07-01 | 13.2349139765685 |
| 2019-08-01 | 13.2254059091015 |
| 2019-09-01 | 13.2938771303686 |
| 2019-10-01 | 13.2701355295883 |
| 2019-11-01 | 13.3577619566435 |
| 2019-12-01 | 13.3693708649093 |
| 2020-01-01 | 13.4309888384403 |
| 2020-02-01 | 13.4852380725864 |
| 2020-03-01 | 12.9728678513016 |
| 2020-04-01 | 8.9558632874622 |
| 2020-05-01 | 10.3863734612743 |
| 2020-06-01 | 11.4423367083260 |
| 2020-07-01 | 11.8245037764804 |
| 2020-08-01 | 12.0060717328870 |
| 2020-09-01 | 12.1969824802724 |
| 2020-10-01 | 12.2773692527233 |
| 2020-11-01 | 12.2427463458115 |
| 2020-12-01 | 12.2580854800023 |
| 2021-01-01 | 12.2261913189518 |
| 2021-02-01 | 12.2919465489489 |
| 2021-03-01 | 12.2893604106230 |
| 2021-04-01 | 12.3743776030474 |
| 2021-05-01 | 12.3932609942812 |
| 2021-06-01 | 12.3402076543629 |
| 2021-07-01 | 12.3135833251320 |
| 2021-08-01 | 12.2871611177570 |
| 2021-09-01 | 12.3033662616510 |
| 2021-10-01 | 12.2819893342402 |
| 2021-11-01 | 12.3351860983997 |
| 2021-12-01 | 12.3496882375026 |
| 2022-01-01 | 12.5275810649494 |
| 2022-02-01 | 12.4011092213859 |
| 2022-03-01 | 12.3000400746597 |
| 2022-04-01 | 12.3804771151265 |
| 2022-05-01 | 12.3853378360889 |
| 2022-06-01 | 12.4352270596753 |
| 2022-07-01 | 12.5060131386932 |
| 2022-08-01 | 12.5815764446759 |
| 2022-09-01 | 12.5067525092166 |
| 2022-10-01 | 12.5900710290090 |
| 2022-11-01 | 12.6422108907556 |
| 2022-12-01 | 12.6519976628706 |
| 2023-01-01 | 12.6242728967476 |
| 2023-02-01 | 12.6049034158209 |
| 2023-03-01 | 12.6015082339011 |
| 2023-04-01 | 12.5796526256188 |
| 2023-05-01 | 12.5687090851123 |
| 2023-06-01 | 12.6301326540942 |
| 2023-07-01 | 12.6012005449237 |
| 2023-08-01 | 12.5815265420439 |
| 2023-09-01 | 12.6134055922375 |
| 2023-10-01 | 12.5970208769464 |
| 2023-11-01 | 12.5562569955964 |
| 2023-12-01 | 12.6613394741307 |
| 2024-01-01 | 12.7213916668474 |
| 2024-02-01 | 12.7062018582779 |
| 2024-03-01 | 12.7941131290348 |
| 2024-04-01 | 12.8717442481116 |
| 2024-05-01 | 12.9532431117697 |
| 2024-06-01 | 12.9203208748094 |
| 2024-07-01 | 13.0005434053752 |
| 2024-08-01 | 12.8904032784967 |
| 2024-09-01 | 13.0127146391407 |
| 2024-10-01 | 13.1081665437715 |
| 2024-11-01 | 13.0762965993748 |
| 2024-12-01 | 12.9725685352550 |
| 2025-01-01 | 12.9135237585593 |
| 2025-02-01 | 12.9009628192006 |
| 2025-03-01 | 12.8836407418655 |
| 2025-04-01 | 12.9639911736882 |
| 2025-05-01 | 12.8429535647262 |
| 2025-06-01 | 12.8185842309827 |
| 2025-07-01 | 12.6034910767565 |
| 2025-08-01 | 12.6965312292348 |
| 2025-09-01 | 12.7121919953465 |
| 2025-10-01 | 12.6117466040614 |
| 2025-11-01 | 12.5865708581174 |
| 2025-12-01 | 12.6819113993155 |
| 2026-01-01 | 12.8132859219415 |
| 2026-02-01 | 12.7966049012370 |
| 2026-03-01 | 12.7770034057796 |
| 2026-04-01 | 12.7566060394166 |