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 2026-08-01 |
| Last Updated | 2026-09-18 12:08 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 | 11.1449747662 |
| 1990-02-01 | 11.1059767347 |
| 1990-03-01 | 11.1082476473 |
| 1990-04-01 | 11.1942753054 |
| 1990-05-01 | 11.2893591918 |
| 1990-06-01 | 11.3494965396 |
| 1990-07-01 | 11.4433171596 |
| 1990-08-01 | 11.6145701471 |
| 1990-09-01 | 11.6646002130 |
| 1990-10-01 | 11.6685607683 |
| 1990-11-01 | 11.7882054976 |
| 1990-12-01 | 11.7415932064 |
| 1991-01-01 | 11.7343011755 |
| 1991-02-01 | 11.7996001877 |
| 1991-03-01 | 11.7882164664 |
| 1991-04-01 | 11.8039686748 |
| 1991-05-01 | 11.7954380507 |
| 1991-06-01 | 11.8510148490 |
| 1991-07-01 | 12.0561409209 |
| 1991-08-01 | 11.9238299538 |
| 1991-09-01 | 11.9687566067 |
| 1991-10-01 | 11.9592822198 |
| 1991-11-01 | 11.8871893157 |
| 1991-12-01 | 11.9431053523 |
| 1992-01-01 | 11.9262502369 |
| 1992-02-01 | 11.9894674696 |
| 1992-03-01 | 11.9578319382 |
| 1992-04-01 | 12.3164345033 |
| 1992-05-01 | 12.4101274369 |
| 1992-06-01 | 12.4531363205 |
| 1992-07-01 | 12.5735647894 |
| 1992-08-01 | 12.5346472991 |
| 1992-09-01 | 12.4715392044 |
| 1992-10-01 | 12.6467683721 |
| 1992-11-01 | 12.5891799637 |
| 1992-12-01 | 12.9413583057 |
| 1993-01-01 | 13.3198067271 |
| 1993-02-01 | 13.2832351542 |
| 1993-03-01 | 13.1211719376 |
| 1993-04-01 | 13.1273321789 |
| 1993-05-01 | 13.1276526707 |
| 1993-06-01 | 13.1599289880 |
| 1993-07-01 | 13.1893215929 |
| 1993-08-01 | 13.2369753633 |
| 1993-09-01 | 13.3778846439 |
| 1993-10-01 | 13.4340602102 |
| 1993-11-01 | 13.4892941259 |
| 1993-12-01 | 13.5371126632 |
| 1994-01-01 | 13.7252315062 |
| 1994-02-01 | 13.6732944728 |
| 1994-03-01 | 13.7901438497 |
| 1994-04-01 | 13.6351802717 |
| 1994-05-01 | 13.7442274729 |
| 1994-06-01 | 13.7706688539 |
| 1994-07-01 | 13.7036731117 |
| 1994-08-01 | 13.7249088464 |
| 1994-09-01 | 13.7680220317 |
| 1994-10-01 | 13.9303517606 |
| 1994-11-01 | 13.9018074314 |
| 1994-12-01 | 14.0469730745 |
| 1995-01-01 | 13.8348060124 |
| 1995-02-01 | 13.8569128497 |
| 1995-03-01 | 13.8603724905 |
| 1995-04-01 | 13.9410598714 |
| 1995-05-01 | 13.9500548174 |
| 1995-06-01 | 14.0824160671 |
| 1995-07-01 | 14.1111291421 |
| 1995-08-01 | 14.2118500211 |
| 1995-09-01 | 14.2626392267 |
| 1995-10-01 | 14.2291634687 |
| 1995-11-01 | 14.3136845025 |
| 1995-12-01 | 14.3647942556 |
| 1996-01-01 | 14.3532122227 |
| 1996-02-01 | 14.3294544224 |
| 1996-03-01 | 14.4403427043 |
| 1996-04-01 | 14.4376729997 |
| 1996-05-01 | 14.1497614543 |
| 1996-06-01 | 14.0896968207 |
| 1996-07-01 | 14.5134857589 |
| 1996-08-01 | 14.5048419089 |
| 1996-09-01 | 14.4540377326 |
| 1996-10-01 | 14.5364245323 |
| 1996-11-01 | 14.5403906519 |
| 1996-12-01 | 14.5871043060 |
| 1997-01-01 | 14.3652392784 |
| 1997-02-01 | 14.4927391032 |
| 1997-03-01 | 14.4198358709 |
| 1997-04-01 | 14.6261526614 |
| 1997-05-01 | 14.7493167774 |
| 1997-06-01 | 14.6926277438 |
| 1997-07-01 | 14.7051634229 |
| 1997-08-01 | 14.8194254189 |
| 1997-09-01 | 14.7589184912 |
| 1997-10-01 | 14.4468368761 |
| 1997-11-01 | 14.4655272989 |
| 1997-12-01 | 14.3957164078 |
| 1998-01-01 | 14.4640764112 |
| 1998-02-01 | 14.5526701121 |
| 1998-03-01 | 14.5188427521 |
| 1998-04-01 | 14.4144217475 |
| 1998-05-01 | 14.4459327008 |
| 1998-06-01 | 14.3954439369 |
| 1998-07-01 | 14.3980824613 |
| 1998-08-01 | 14.3358584306 |
| 1998-09-01 | 14.3590946427 |
| 1998-10-01 | 14.4590214761 |
| 1998-11-01 | 14.4916104757 |
| 1998-12-01 | 14.3987496326 |
| 1999-01-01 | 14.4514679125 |
| 1999-02-01 | 14.4188082910 |
| 1999-03-01 | 14.4269375673 |
| 1999-04-01 | 14.0107041880 |
| 1999-05-01 | 13.7449214781 |
| 1999-06-01 | 13.6900832064 |
| 1999-07-01 | 13.5915634175 |
| 1999-08-01 | 13.5597623165 |
| 1999-09-01 | 13.5633861387 |
| 1999-10-01 | 13.6579621077 |
| 1999-11-01 | 13.6025148792 |
| 1999-12-01 | 13.6926861104 |
| 2000-01-01 | 13.9304394995 |
| 2000-02-01 | 13.8107990964 |
| 2000-03-01 | 13.8550760378 |
| 2000-04-01 | 13.6091858537 |
| 2000-05-01 | 13.6415838970 |
| 2000-06-01 | 13.7841569883 |
| 2000-07-01 | 13.7869077928 |
| 2000-08-01 | 13.6667734687 |
| 2000-09-01 | 13.7649910195 |
| 2000-10-01 | 13.6542862132 |
| 2000-11-01 | 13.7033378669 |
| 2000-12-01 | 13.7830124834 |
| 2001-01-01 | 14.3110265113 |
| 2001-02-01 | 14.3260990751 |
| 2001-03-01 | 14.1849907204 |
| 2001-04-01 | 14.3104252376 |
| 2001-05-01 | 14.3434055011 |
| 2001-06-01 | 14.2752900787 |
| 2001-07-01 | 14.3793477180 |
| 2001-08-01 | 14.4677675593 |
| 2001-09-01 | 14.3642779534 |
| 2001-10-01 | 14.3481084954 |
| 2001-11-01 | 14.2949304587 |
| 2001-12-01 | 14.2697447442 |
| 2002-01-01 | 14.0916639529 |
| 2002-02-01 | 13.9573786375 |
| 2002-03-01 | 14.0186854915 |
| 2002-04-01 | 14.1151109593 |
| 2002-05-01 | 14.1369520904 |
| 2002-06-01 | 14.1778924082 |
| 2002-07-01 | 14.0776080692 |
| 2002-08-01 | 14.0497313141 |
| 2002-09-01 | 14.0620110484 |
| 2002-10-01 | 14.0429294074 |
| 2002-11-01 | 13.9782812998 |
| 2002-12-01 | 13.9625808782 |
| 2003-01-01 | 14.0804754255 |
| 2003-02-01 | 13.9879217950 |
| 2003-03-01 | 14.0375361694 |
| 2003-04-01 | 14.0265834738 |
| 2003-05-01 | 14.0355583724 |
| 2003-06-01 | 13.9780793897 |
| 2003-07-01 | 13.9806345589 |
| 2003-08-01 | 13.9386162881 |
| 2003-09-01 | 13.8575515372 |
| 2003-10-01 | 13.8402007280 |
| 2003-11-01 | 13.8556871566 |
| 2003-12-01 | 13.7600957152 |
| 2004-01-01 | 13.7633576163 |
| 2004-02-01 | 13.7152509983 |
| 2004-03-01 | 13.7375033183 |
| 2004-04-01 | 13.7402452687 |
| 2004-05-01 | 13.7395707286 |
| 2004-06-01 | 13.7925073435 |
| 2004-07-01 | 13.7883789984 |
| 2004-08-01 | 13.7278024143 |
| 2004-09-01 | 13.8553407856 |
| 2004-10-01 | 13.9391363264 |
| 2004-11-01 | 13.9271053017 |
| 2004-12-01 | 14.0536720070 |
| 2005-01-01 | 13.9519548287 |
| 2005-02-01 | 14.1284105316 |
| 2005-03-01 | 14.1290198976 |
| 2005-04-01 | 14.1578681679 |
| 2005-05-01 | 14.1565678941 |
| 2005-06-01 | 14.1094584554 |
| 2005-07-01 | 14.0932668361 |
| 2005-08-01 | 14.1215250516 |
| 2005-09-01 | 14.0444761519 |
| 2005-10-01 | 14.0435761760 |
| 2005-11-01 | 14.0063249800 |
| 2005-12-01 | 14.0433268609 |
| 2006-01-01 | 13.7383642615 |
| 2006-02-01 | 13.8321702305 |
| 2006-03-01 | 13.8220648370 |
| 2006-04-01 | 13.7723519533 |
| 2006-05-01 | 13.7756245509 |
| 2006-06-01 | 13.8394242387 |
| 2006-07-01 | 13.6946210067 |
| 2006-08-01 | 13.8106913445 |
| 2006-09-01 | 13.8326796154 |
| 2006-10-01 | 13.7465012820 |
| 2006-11-01 | 13.7847431935 |
| 2006-12-01 | 13.7289954933 |
| 2007-01-01 | 13.7364230429 |
| 2007-02-01 | 13.6337493449 |
| 2007-03-01 | 13.7169378747 |
| 2007-04-01 | 13.6882729240 |
| 2007-05-01 | 13.6972427638 |
| 2007-06-01 | 13.6605878762 |
| 2007-07-01 | 13.6894483517 |
| 2007-08-01 | 13.7021730060 |
| 2007-09-01 | 13.6199434624 |
| 2007-10-01 | 13.9459035961 |
| 2007-11-01 | 13.8787557348 |
| 2007-12-01 | 13.9187868998 |
| 2008-01-01 | 13.9311908760 |
| 2008-02-01 | 14.0379329990 |
| 2008-03-01 | 13.9116357993 |
| 2008-04-01 | 13.9924205025 |
| 2008-05-01 | 14.0116075350 |
| 2008-06-01 | 13.9849231337 |
| 2008-07-01 | 13.9781186668 |
| 2008-08-01 | 13.9994533096 |
| 2008-09-01 | 13.9162175435 |
| 2008-10-01 | 13.8422322211 |
| 2008-11-01 | 13.7739194236 |
| 2008-12-01 | 13.7147857818 |
| 2009-01-01 | 13.7300175692 |
| 2009-02-01 | 13.6392271771 |
| 2009-03-01 | 13.6056478044 |
| 2009-04-01 | 13.5938749439 |
| 2009-05-01 | 13.5214880419 |
| 2009-06-01 | 13.5032075243 |
| 2009-07-01 | 13.4660915648 |
| 2009-08-01 | 13.3919920214 |
| 2009-09-01 | 13.4160072607 |
| 2009-10-01 | 13.3348109205 |
| 2009-11-01 | 13.3835434044 |
| 2009-12-01 | 13.3214629100 |
| 2010-01-01 | 13.1303592734 |
| 2010-02-01 | 13.1379126921 |
| 2010-03-01 | 13.2023445382 |
| 2010-04-01 | 13.0812274815 |
| 2010-05-01 | 13.1212119832 |
| 2010-06-01 | 13.2204397508 |
| 2010-07-01 | 13.2604099139 |
| 2010-08-01 | 13.2844727265 |
| 2010-09-01 | 13.3165989675 |
| 2010-10-01 | 13.4252941228 |
| 2010-11-01 | 13.3884170753 |
| 2010-12-01 | 13.5327980883 |
| 2011-01-01 | 13.5420715451 |
| 2011-02-01 | 13.5416658786 |
| 2011-03-01 | 13.4981486478 |
| 2011-04-01 | 13.5725924295 |
| 2011-05-01 | 13.5163687882 |
| 2011-06-01 | 13.4234536415 |
| 2011-07-01 | 13.4585869620 |
| 2011-08-01 | 13.3715738922 |
| 2011-09-01 | 13.3179343479 |
| 2011-10-01 | 13.4110006567 |
| 2011-11-01 | 13.4972598114 |
| 2011-12-01 | 13.4525574601 |
| 2012-01-01 | 13.5614913438 |
| 2012-02-01 | 13.5426353032 |
| 2012-03-01 | 13.5970916262 |
| 2012-04-01 | 13.5562023100 |
| 2012-05-01 | 13.6029337962 |
| 2012-06-01 | 13.6224265213 |
| 2012-07-01 | 13.6633344656 |
| 2012-08-01 | 13.7684384872 |
| 2012-09-01 | 13.7184967323 |
| 2012-10-01 | 13.6954317130 |
| 2012-11-01 | 13.6950767610 |
| 2012-12-01 | 13.6713040207 |
| 2013-01-01 | 13.7838483735 |
| 2013-02-01 | 13.8480520364 |
| 2013-03-01 | 13.8003441871 |
| 2013-04-01 | 13.8469882153 |
| 2013-05-01 | 13.7844929139 |
| 2013-06-01 | 13.7125415180 |
| 2013-07-01 | 13.6694026249 |
| 2013-08-01 | 13.6693327263 |
| 2013-09-01 | 13.6159207885 |
| 2013-10-01 | 13.3817451901 |
| 2013-11-01 | 13.4979370901 |
| 2013-12-01 | 13.4862561092 |
| 2014-01-01 | 13.4057190352 |
| 2014-02-01 | 13.3490718155 |
| 2014-03-01 | 13.3063784642 |
| 2014-04-01 | 13.5315343772 |
| 2014-05-01 | 13.7656034049 |
| 2014-06-01 | 13.8037205335 |
| 2014-07-01 | 13.8766831831 |
| 2014-08-01 | 13.9855691756 |
| 2014-09-01 | 14.0086287980 |
| 2014-10-01 | 14.1688342606 |
| 2014-11-01 | 14.1951807623 |
| 2014-12-01 | 14.1905435695 |
| 2015-01-01 | 14.2250820757 |
| 2015-02-01 | 14.3615213766 |
| 2015-03-01 | 14.3140809769 |
| 2015-04-01 | 14.2237189410 |
| 2015-05-01 | 14.1463864546 |
| 2015-06-01 | 14.0857871406 |
| 2015-07-01 | 13.9744625679 |
| 2015-08-01 | 13.9087381168 |
| 2015-09-01 | 13.7058840332 |
| 2015-10-01 | 13.7580137573 |
| 2015-11-01 | 13.7004549460 |
| 2015-12-01 | 13.5919945406 |
| 2016-01-01 | 13.5364813467 |
| 2016-02-01 | 13.3670509889 |
| 2016-03-01 | 13.3195503199 |
| 2016-04-01 | 13.3133179725 |
| 2016-05-01 | 13.3375232663 |
| 2016-06-01 | 13.2719932910 |
| 2016-07-01 | 13.2685110214 |
| 2016-08-01 | 13.2346681859 |
| 2016-09-01 | 13.3023238034 |
| 2016-10-01 | 13.1547834528 |
| 2016-11-01 | 13.2971638687 |
| 2016-12-01 | 13.3913595418 |
| 2017-01-01 | 13.3339917523 |
| 2017-02-01 | 13.3760475896 |
| 2017-03-01 | 13.3286294717 |
| 2017-04-01 | 13.3161649046 |
| 2017-05-01 | 13.4390319389 |
| 2017-06-01 | 13.1592223336 |
| 2017-07-01 | 13.0570252230 |
| 2017-08-01 | 13.0454613024 |
| 2017-09-01 | 13.1972755802 |
| 2017-10-01 | 13.2589546773 |
| 2017-11-01 | 13.1919778909 |
| 2017-12-01 | 13.1875742729 |
| 2018-01-01 | 13.2320081311 |
| 2018-02-01 | 13.2774479061 |
| 2018-03-01 | 13.3395351365 |
| 2018-04-01 | 13.4210771354 |
| 2018-05-01 | 13.5518702407 |
| 2018-06-01 | 13.5541861095 |
| 2018-07-01 | 13.4479996686 |
| 2018-08-01 | 13.3433598708 |
| 2018-09-01 | 13.2911622343 |
| 2018-10-01 | 13.2644538596 |
| 2018-11-01 | 13.1764221182 |
| 2018-12-01 | 13.1795214923 |
| 2019-01-01 | 13.2301393124 |
| 2019-02-01 | 13.1823730957 |
| 2019-03-01 | 13.2567874792 |
| 2019-04-01 | 13.2378349398 |
| 2019-05-01 | 13.1678779000 |
| 2019-06-01 | 13.2479846316 |
| 2019-07-01 | 13.2349428766 |
| 2019-08-01 | 13.2267980841 |
| 2019-09-01 | 13.2940680158 |
| 2019-10-01 | 13.2698081112 |
| 2019-11-01 | 13.3579504644 |
| 2019-12-01 | 13.3694830248 |
| 2020-01-01 | 13.4310995050 |
| 2020-02-01 | 13.4850555548 |
| 2020-03-01 | 12.9710158042 |
| 2020-04-01 | 8.9554842125 |
| 2020-05-01 | 10.3863353409 |
| 2020-06-01 | 11.4421562348 |
| 2020-07-01 | 11.8246258710 |
| 2020-08-01 | 12.0089101982 |
| 2020-09-01 | 12.1973394056 |
| 2020-10-01 | 12.2771704720 |
| 2020-11-01 | 12.2430035375 |
| 2020-12-01 | 12.2582193684 |
| 2021-01-01 | 12.2263240859 |
| 2021-02-01 | 12.2915036958 |
| 2021-03-01 | 12.2862152705 |
| 2021-04-01 | 12.3732878562 |
| 2021-05-01 | 12.3924343686 |
| 2021-06-01 | 12.3392509219 |
| 2021-07-01 | 12.3130387028 |
| 2021-08-01 | 12.2953449659 |
| 2021-09-01 | 12.3034222746 |
| 2021-10-01 | 12.2825624220 |
| 2021-11-01 | 12.3353669313 |
| 2021-12-01 | 12.3497124606 |
| 2022-01-01 | 12.5273636672 |
| 2022-02-01 | 12.3998800242 |
| 2022-03-01 | 12.2955513089 |
| 2022-04-01 | 12.3777252507 |
| 2022-05-01 | 12.3827253766 |
| 2022-06-01 | 12.4331332319 |
| 2022-07-01 | 12.5052170648 |
| 2022-08-01 | 12.5952018024 |
| 2022-09-01 | 12.5085860838 |
| 2022-10-01 | 12.5929355751 |
| 2022-11-01 | 12.6409148523 |
| 2022-12-01 | 12.6538594168 |
| 2023-01-01 | 12.6228028945 |
| 2023-02-01 | 12.6036453274 |
| 2023-03-01 | 12.5955857250 |
| 2023-04-01 | 12.5741441849 |
| 2023-05-01 | 12.5612325026 |
| 2023-06-01 | 12.6219753413 |
| 2023-07-01 | 12.5992728239 |
| 2023-08-01 | 12.6065828706 |
| 2023-09-01 | 12.6205505088 |
| 2023-10-01 | 12.6038573429 |
| 2023-11-01 | 12.5539465524 |
| 2023-12-01 | 12.6646041924 |
| 2024-01-01 | 12.7173965370 |
| 2024-02-01 | 12.7033077562 |
| 2024-03-01 | 12.7858132126 |
| 2024-04-01 | 12.8618008947 |
| 2024-05-01 | 12.9402551731 |
| 2024-06-01 | 12.9072973352 |
| 2024-07-01 | 13.0005150167 |
| 2024-08-01 | 12.9227420159 |
| 2024-09-01 | 13.0273273034 |
| 2024-10-01 | 13.1194399686 |
| 2024-11-01 | 13.0729173207 |
| 2024-12-01 | 12.9777987694 |
| 2025-01-01 | 12.9069017728 |
| 2025-02-01 | 12.8966977440 |
| 2025-03-01 | 12.8730126206 |
| 2025-04-01 | 12.9494749914 |
| 2025-05-01 | 12.8231703576 |
| 2025-06-01 | 12.8000904143 |
| 2025-07-01 | 12.6054520877 |
| 2025-08-01 | 12.7380048931 |
| 2025-09-01 | 12.7335620806 |
| 2025-10-01 | 12.6269052050 |
| 2025-11-01 | 12.5831739664 |
| 2025-12-01 | 12.6874378508 |
| 2026-01-01 | 12.8043794169 |
| 2026-02-01 | 12.7899863597 |
| 2026-03-01 | 12.7637944758 |
| 2026-04-01 | 12.7381500170 |
| 2026-05-01 | 12.7111248036 |
| 2026-06-01 | 12.6966770114 |
| 2026-07-01 | 12.6136105327 |
| 2026-08-01 | 12.5474750736 |