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 2026-09-01 |
| Last Updated | 2026-10-20 9:41 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 | 11.1449748248 |
| 1990-02-01 | 11.1059767895 |
| 1990-03-01 | 11.1082478311 |
| 1990-04-01 | 11.1942752443 |
| 1990-05-01 | 11.2893591874 |
| 1990-06-01 | 11.3494965298 |
| 1990-07-01 | 11.4433169005 |
| 1990-08-01 | 11.6145701342 |
| 1990-09-01 | 11.6646002379 |
| 1990-10-01 | 11.6685607628 |
| 1990-11-01 | 11.7882055154 |
| 1990-12-01 | 11.7415932137 |
| 1991-01-01 | 11.7343012454 |
| 1991-02-01 | 11.7996002568 |
| 1991-03-01 | 11.7882166350 |
| 1991-04-01 | 11.8039686232 |
| 1991-05-01 | 11.7954380430 |
| 1991-06-01 | 11.8510148292 |
| 1991-07-01 | 12.0561406722 |
| 1991-08-01 | 11.9238299167 |
| 1991-09-01 | 11.9687566006 |
| 1991-10-01 | 11.9592821938 |
| 1991-11-01 | 11.8871893321 |
| 1991-12-01 | 11.9431053881 |
| 1992-01-01 | 11.9262503564 |
| 1992-02-01 | 11.9894676011 |
| 1992-03-01 | 11.9578321294 |
| 1992-04-01 | 12.3164344724 |
| 1992-05-01 | 12.4101274059 |
| 1992-06-01 | 12.4531362471 |
| 1992-07-01 | 12.5735644957 |
| 1992-08-01 | 12.5346471853 |
| 1992-09-01 | 12.4715391225 |
| 1992-10-01 | 12.6467682945 |
| 1992-11-01 | 12.5891799802 |
| 1992-12-01 | 12.9413584155 |
| 1993-01-01 | 13.3198069775 |
| 1993-02-01 | 13.2832354583 |
| 1993-03-01 | 13.1211723002 |
| 1993-04-01 | 13.1273323055 |
| 1993-05-01 | 13.1276523750 |
| 1993-06-01 | 13.1599287810 |
| 1993-07-01 | 13.1893210534 |
| 1993-08-01 | 13.2369751920 |
| 1993-09-01 | 13.3778844542 |
| 1993-10-01 | 13.4340599870 |
| 1993-11-01 | 13.4892940319 |
| 1993-12-01 | 13.5371127029 |
| 1994-01-01 | 13.7252324326 |
| 1994-02-01 | 13.6732947500 |
| 1994-03-01 | 13.7901455804 |
| 1994-04-01 | 13.6351804378 |
| 1994-05-01 | 13.7442260800 |
| 1994-06-01 | 13.7706684563 |
| 1994-07-01 | 13.7036722771 |
| 1994-08-01 | 13.7249082180 |
| 1994-09-01 | 13.7680213891 |
| 1994-10-01 | 13.9303518588 |
| 1994-11-01 | 13.9018072625 |
| 1994-12-01 | 14.0469731582 |
| 1995-01-01 | 13.8348078158 |
| 1995-02-01 | 13.8569133250 |
| 1995-03-01 | 13.8603757615 |
| 1995-04-01 | 13.9410601293 |
| 1995-05-01 | 13.9500522431 |
| 1995-06-01 | 14.0824152809 |
| 1995-07-01 | 14.1111277761 |
| 1995-08-01 | 14.2118487265 |
| 1995-09-01 | 14.2626379612 |
| 1995-10-01 | 14.2291637433 |
| 1995-11-01 | 14.3136841666 |
| 1995-12-01 | 14.3647943930 |
| 1996-01-01 | 14.3532150812 |
| 1996-02-01 | 14.3294556033 |
| 1996-03-01 | 14.4403485473 |
| 1996-04-01 | 14.4376739598 |
| 1996-05-01 | 14.1497565240 |
| 1996-06-01 | 14.0896948979 |
| 1996-07-01 | 14.5134836591 |
| 1996-08-01 | 14.5048398283 |
| 1996-09-01 | 14.4540359410 |
| 1996-10-01 | 14.5364252388 |
| 1996-11-01 | 14.5403904390 |
| 1996-12-01 | 14.5871047785 |
| 1997-01-01 | 14.3652425361 |
| 1997-02-01 | 14.4927411749 |
| 1997-03-01 | 14.4198438196 |
| 1997-04-01 | 14.6261548056 |
| 1997-05-01 | 14.7493099338 |
| 1997-06-01 | 14.6926244345 |
| 1997-07-01 | 14.7051603668 |
| 1997-08-01 | 14.8194228013 |
| 1997-09-01 | 14.7589164833 |
| 1997-10-01 | 14.4468376427 |
| 1997-11-01 | 14.4655274002 |
| 1997-12-01 | 14.3957174067 |
| 1998-01-01 | 14.4640792823 |
| 1998-02-01 | 14.5526723220 |
| 1998-03-01 | 14.5188538960 |
| 1998-04-01 | 14.4144246057 |
| 1998-05-01 | 14.4459240584 |
| 1998-06-01 | 14.3954393947 |
| 1998-07-01 | 14.3980788871 |
| 1998-08-01 | 14.3358551312 |
| 1998-09-01 | 14.3590927044 |
| 1998-10-01 | 14.4590226680 |
| 1998-11-01 | 14.4916111771 |
| 1998-12-01 | 14.3987512968 |
| 1999-01-01 | 14.4514694153 |
| 1999-02-01 | 14.4188102391 |
| 1999-03-01 | 14.4269499756 |
| 1999-04-01 | 14.0107071043 |
| 1999-05-01 | 13.7449132606 |
| 1999-06-01 | 13.6900781162 |
| 1999-07-01 | 13.5915597349 |
| 1999-08-01 | 13.5597588237 |
| 1999-09-01 | 13.5633845589 |
| 1999-10-01 | 13.6579631282 |
| 1999-11-01 | 13.6025159831 |
| 1999-12-01 | 13.6926881858 |
| 2000-01-01 | 13.9304395157 |
| 2000-02-01 | 13.8108005360 |
| 2000-03-01 | 13.8550888038 |
| 2000-04-01 | 13.6091884140 |
| 2000-05-01 | 13.6415766024 |
| 2000-06-01 | 13.7841518883 |
| 2000-07-01 | 13.7869045354 |
| 2000-08-01 | 13.6667701850 |
| 2000-09-01 | 13.7649900579 |
| 2000-10-01 | 13.6542871613 |
| 2000-11-01 | 13.7033392450 |
| 2000-12-01 | 13.7830145942 |
| 2001-01-01 | 14.3110253268 |
| 2001-02-01 | 14.3260998634 |
| 2001-03-01 | 14.1850013817 |
| 2001-04-01 | 14.3104271047 |
| 2001-05-01 | 14.3434005486 |
| 2001-06-01 | 14.2752859091 |
| 2001-07-01 | 14.3793451661 |
| 2001-08-01 | 14.4677648788 |
| 2001-09-01 | 14.3642775283 |
| 2001-10-01 | 14.3481090637 |
| 2001-11-01 | 14.2949317517 |
| 2001-12-01 | 14.2697465384 |
| 2002-01-01 | 14.0916623518 |
| 2002-02-01 | 13.9573785061 |
| 2002-03-01 | 14.0186940414 |
| 2002-04-01 | 14.1151116565 |
| 2002-05-01 | 14.1369490866 |
| 2002-06-01 | 14.1778896745 |
| 2002-07-01 | 14.0776065339 |
| 2002-08-01 | 14.0497290752 |
| 2002-09-01 | 14.0620109155 |
| 2002-10-01 | 14.0429299860 |
| 2002-11-01 | 13.9782822994 |
| 2002-12-01 | 13.9625820970 |
| 2003-01-01 | 14.0804740916 |
| 2003-02-01 | 13.9879213585 |
| 2003-03-01 | 14.0375413487 |
| 2003-04-01 | 14.0265833075 |
| 2003-05-01 | 14.0355574364 |
| 2003-06-01 | 13.9780780281 |
| 2003-07-01 | 13.9806338701 |
| 2003-08-01 | 13.9386146386 |
| 2003-09-01 | 13.8575514561 |
| 2003-10-01 | 13.8402010442 |
| 2003-11-01 | 13.8556876800 |
| 2003-12-01 | 13.7600963520 |
| 2004-01-01 | 13.7633569795 |
| 2004-02-01 | 13.7152508531 |
| 2004-03-01 | 13.7375058211 |
| 2004-04-01 | 13.7402450177 |
| 2004-05-01 | 13.7395704619 |
| 2004-06-01 | 13.7925067153 |
| 2004-07-01 | 13.7883787653 |
| 2004-08-01 | 13.7278014071 |
| 2004-09-01 | 13.8553407848 |
| 2004-10-01 | 13.9391364908 |
| 2004-11-01 | 13.9271054962 |
| 2004-12-01 | 14.0536721978 |
| 2005-01-01 | 13.9519547963 |
| 2005-02-01 | 14.1284106892 |
| 2005-03-01 | 14.1290204660 |
| 2005-04-01 | 14.1578681973 |
| 2005-05-01 | 14.1565678839 |
| 2005-06-01 | 14.1094582215 |
| 2005-07-01 | 14.0932667646 |
| 2005-08-01 | 14.1215244990 |
| 2005-09-01 | 14.0444761475 |
| 2005-10-01 | 14.0435762382 |
| 2005-11-01 | 14.0063250643 |
| 2005-12-01 | 14.0433269616 |
| 2006-01-01 | 13.7383643586 |
| 2006-02-01 | 13.8321703167 |
| 2006-03-01 | 13.8220648958 |
| 2006-04-01 | 13.7723519904 |
| 2006-05-01 | 13.7756245626 |
| 2006-06-01 | 13.8394242265 |
| 2006-07-01 | 13.6946209881 |
| 2006-08-01 | 13.8106910055 |
| 2006-09-01 | 13.8326796247 |
| 2006-10-01 | 13.7465013173 |
| 2006-11-01 | 13.7847432380 |
| 2006-12-01 | 13.7289955501 |
| 2007-01-01 | 13.7364230895 |
| 2007-02-01 | 13.6337493827 |
| 2007-03-01 | 13.7169378929 |
| 2007-04-01 | 13.6882729321 |
| 2007-05-01 | 13.6972427664 |
| 2007-06-01 | 13.6605878743 |
| 2007-07-01 | 13.6894483542 |
| 2007-08-01 | 13.7021728458 |
| 2007-09-01 | 13.6199434719 |
| 2007-10-01 | 13.9459036138 |
| 2007-11-01 | 13.8787557549 |
| 2007-12-01 | 13.9187869290 |
| 2008-01-01 | 13.9311908950 |
| 2008-02-01 | 14.0379330176 |
| 2008-03-01 | 13.9116358046 |
| 2008-04-01 | 13.9924205003 |
| 2008-05-01 | 14.0116075295 |
| 2008-06-01 | 13.9849231229 |
| 2008-07-01 | 13.9781186561 |
| 2008-08-01 | 13.9994532954 |
| 2008-09-01 | 13.9162175346 |
| 2008-10-01 | 13.8422322193 |
| 2008-11-01 | 13.7739194266 |
| 2008-12-01 | 13.7147857961 |
| 2009-01-01 | 13.7300175733 |
| 2009-02-01 | 13.6392271881 |
| 2009-03-01 | 13.6056478104 |
| 2009-04-01 | 13.5938749420 |
| 2009-05-01 | 13.5214880401 |
| 2009-06-01 | 13.5032075204 |
| 2009-07-01 | 13.4660915618 |
| 2009-08-01 | 13.3919920021 |
| 2009-09-01 | 13.4160072598 |
| 2009-10-01 | 13.3348109208 |
| 2009-11-01 | 13.3835434032 |
| 2009-12-01 | 13.3214629354 |
| 2010-01-01 | 13.1303592673 |
| 2010-02-01 | 13.1379126934 |
| 2010-03-01 | 13.2023445405 |
| 2010-04-01 | 13.0812274798 |
| 2010-05-01 | 13.1212119846 |
| 2010-06-01 | 13.2204397520 |
| 2010-07-01 | 13.2604099144 |
| 2010-08-01 | 13.2844726968 |
| 2010-09-01 | 13.3165989702 |
| 2010-10-01 | 13.4252941349 |
| 2010-11-01 | 13.3884170707 |
| 2010-12-01 | 13.5327981290 |
| 2011-01-01 | 13.5420715296 |
| 2011-02-01 | 13.5416658580 |
| 2011-03-01 | 13.4981486461 |
| 2011-04-01 | 13.5725924169 |
| 2011-05-01 | 13.5163688271 |
| 2011-06-01 | 13.4234536366 |
| 2011-07-01 | 13.4585869606 |
| 2011-08-01 | 13.3715738502 |
| 2011-09-01 | 13.3179343562 |
| 2011-10-01 | 13.4110006833 |
| 2011-11-01 | 13.4972598068 |
| 2011-12-01 | 13.4525575190 |
| 2012-01-01 | 13.5614913285 |
| 2012-02-01 | 13.5426352044 |
| 2012-03-01 | 13.5970916382 |
| 2012-04-01 | 13.5562023057 |
| 2012-05-01 | 13.6029338855 |
| 2012-06-01 | 13.6224265137 |
| 2012-07-01 | 13.6633344553 |
| 2012-08-01 | 13.7684384309 |
| 2012-09-01 | 13.7184967456 |
| 2012-10-01 | 13.6954317362 |
| 2012-11-01 | 13.6950767430 |
| 2012-12-01 | 13.6713040754 |
| 2013-01-01 | 13.7838483765 |
| 2013-02-01 | 13.8480518930 |
| 2013-03-01 | 13.8003442527 |
| 2013-04-01 | 13.8469882455 |
| 2013-05-01 | 13.7844930545 |
| 2013-06-01 | 13.7125414819 |
| 2013-07-01 | 13.6694025535 |
| 2013-08-01 | 13.6693325881 |
| 2013-09-01 | 13.6159207415 |
| 2013-10-01 | 13.3817453682 |
| 2013-11-01 | 13.4979370258 |
| 2013-12-01 | 13.4862561422 |
| 2014-01-01 | 13.4057190645 |
| 2014-02-01 | 13.3490716427 |
| 2014-03-01 | 13.3063785397 |
| 2014-04-01 | 13.5315343722 |
| 2014-05-01 | 13.7656041197 |
| 2014-06-01 | 13.8037204168 |
| 2014-07-01 | 13.8766826390 |
| 2014-08-01 | 13.9855688796 |
| 2014-09-01 | 14.0086287840 |
| 2014-10-01 | 14.1688344664 |
| 2014-11-01 | 14.1951806676 |
| 2014-12-01 | 14.1905435761 |
| 2015-01-01 | 14.2250821623 |
| 2015-02-01 | 14.3615212760 |
| 2015-03-01 | 14.3140811704 |
| 2015-04-01 | 14.2237191184 |
| 2015-05-01 | 14.1463886274 |
| 2015-06-01 | 14.0857850240 |
| 2015-07-01 | 13.9744619026 |
| 2015-08-01 | 13.9087379366 |
| 2015-09-01 | 13.7058841974 |
| 2015-10-01 | 13.7580140289 |
| 2015-11-01 | 13.7004548320 |
| 2015-12-01 | 13.5919944697 |
| 2016-01-01 | 13.5364814070 |
| 2016-02-01 | 13.3670509340 |
| 2016-03-01 | 13.3195506350 |
| 2016-04-01 | 13.3133183702 |
| 2016-05-01 | 13.3375268924 |
| 2016-06-01 | 13.2719892126 |
| 2016-07-01 | 13.2685102878 |
| 2016-08-01 | 13.2346682158 |
| 2016-09-01 | 13.3023242939 |
| 2016-10-01 | 13.1547836485 |
| 2016-11-01 | 13.2971637359 |
| 2016-12-01 | 13.3913593120 |
| 2017-01-01 | 13.3339914286 |
| 2017-02-01 | 13.3760470461 |
| 2017-03-01 | 13.3286294684 |
| 2017-04-01 | 13.3161691147 |
| 2017-05-01 | 13.4390341122 |
| 2017-06-01 | 13.1592170689 |
| 2017-07-01 | 13.0570243868 |
| 2017-08-01 | 13.0454610247 |
| 2017-09-01 | 13.1972762408 |
| 2017-10-01 | 13.2589558345 |
| 2017-11-01 | 13.1919773466 |
| 2017-12-01 | 13.1875736661 |
| 2018-01-01 | 13.2320073593 |
| 2018-02-01 | 13.2774469585 |
| 2018-03-01 | 13.3395348907 |
| 2018-04-01 | 13.4210851237 |
| 2018-05-01 | 13.5518701192 |
| 2018-06-01 | 13.5541813900 |
| 2018-07-01 | 13.4479979828 |
| 2018-08-01 | 13.3433586212 |
| 2018-09-01 | 13.2911628432 |
| 2018-10-01 | 13.2644561949 |
| 2018-11-01 | 13.1764221685 |
| 2018-12-01 | 13.1795217704 |
| 2019-01-01 | 13.2301406514 |
| 2019-02-01 | 13.1823713192 |
| 2019-03-01 | 13.2567850324 |
| 2019-04-01 | 13.2378432586 |
| 2019-05-01 | 13.1678712965 |
| 2019-06-01 | 13.2479786840 |
| 2019-07-01 | 13.2349422916 |
| 2019-08-01 | 13.2267913840 |
| 2019-09-01 | 13.2940760173 |
| 2019-10-01 | 13.2698200272 |
| 2019-11-01 | 13.3579577690 |
| 2019-12-01 | 13.3694872390 |
| 2020-01-01 | 13.4311016516 |
| 2020-02-01 | 13.4850467811 |
| 2020-03-01 | 12.9710018017 |
| 2020-04-01 | 8.9554789572 |
| 2020-05-01 | 10.3863168502 |
| 2020-06-01 | 11.4421489773 |
| 2020-07-01 | 11.8246315919 |
| 2020-08-01 | 12.0089079745 |
| 2020-09-01 | 12.1973653291 |
| 2020-10-01 | 12.2772000832 |
| 2020-11-01 | 12.2430244904 |
| 2020-12-01 | 12.2582311253 |
| 2021-01-01 | 12.2263291804 |
| 2021-02-01 | 12.2914862178 |
| 2021-03-01 | 12.2861836886 |
| 2021-04-01 | 12.3732550384 |
| 2021-05-01 | 12.3923776915 |
| 2021-06-01 | 12.3392062410 |
| 2021-07-01 | 12.3130013117 |
| 2021-08-01 | 12.2954469838 |
| 2021-09-01 | 12.3034003859 |
| 2021-10-01 | 12.2827904797 |
| 2021-11-01 | 12.3353626259 |
| 2021-12-01 | 12.3497115231 |
| 2022-01-01 | 12.5273650625 |
| 2022-02-01 | 12.3998606412 |
| 2022-03-01 | 12.2955059339 |
| 2022-04-01 | 12.3775374629 |
| 2022-05-01 | 12.3826204164 |
| 2022-06-01 | 12.4330311430 |
| 2022-07-01 | 12.5051759998 |
| 2022-08-01 | 12.5954496368 |
| 2022-09-01 | 12.5086014125 |
| 2022-10-01 | 12.5933427938 |
| 2022-11-01 | 12.6408576109 |
| 2022-12-01 | 12.6539478532 |
| 2023-01-01 | 12.6227688985 |
| 2023-02-01 | 12.6036235854 |
| 2023-03-01 | 12.5954888130 |
| 2023-04-01 | 12.5737413936 |
| 2023-05-01 | 12.5610153259 |
| 2023-06-01 | 12.6217467725 |
| 2023-07-01 | 12.5991391485 |
| 2023-08-01 | 12.6068358838 |
| 2023-09-01 | 12.6209040731 |
| 2023-10-01 | 12.6046982745 |
| 2023-11-01 | 12.5540288662 |
| 2023-12-01 | 12.6648648308 |
| 2024-01-01 | 12.7172722301 |
| 2024-02-01 | 12.7030667942 |
| 2024-03-01 | 12.7852453137 |
| 2024-04-01 | 12.8607015468 |
| 2024-05-01 | 12.9396105484 |
| 2024-06-01 | 12.9069713912 |
| 2024-07-01 | 13.0007364171 |
| 2024-08-01 | 12.9237791122 |
| 2024-09-01 | 13.0286521401 |
| 2024-10-01 | 13.1204771472 |
| 2024-11-01 | 13.0730264142 |
| 2024-12-01 | 12.9781082762 |
| 2025-01-01 | 12.9065153459 |
| 2025-02-01 | 12.8960895151 |
| 2025-03-01 | 12.8718124404 |
| 2025-04-01 | 12.9475965580 |
| 2025-05-01 | 12.8219597663 |
| 2025-06-01 | 12.7996121341 |
| 2025-07-01 | 12.6060143777 |
| 2025-08-01 | 12.7399539958 |
| 2025-09-01 | 12.7365009484 |
| 2025-10-01 | 12.6281647460 |
| 2025-11-01 | 12.5832687237 |
| 2025-12-01 | 12.6876381467 |
| 2026-01-01 | 12.8036532374 |
| 2026-02-01 | 12.7888923699 |
| 2026-03-01 | 12.7618474159 |
| 2026-04-01 | 12.7353621726 |
| 2026-05-01 | 12.7092952412 |
| 2026-06-01 | 12.6960870774 |
| 2026-07-01 | 12.6146953176 |
| 2026-08-01 | 12.5505548671 |
| 2026-09-01 | 12.5401065786 |