Table Data - All Employees: Manufacturing in Akron, OH (MSA)
| Title | All Employees: Manufacturing in Akron, OH (MSA) |
|---|---|
| Series ID | AKRO439MFG |
| 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 9:40 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 | 58.8178769877 |
| 1990-02-01 | 59.1872606002 |
| 1990-03-01 | 59.4914835712 |
| 1990-04-01 | 59.6308961382 |
| 1990-05-01 | 59.6788444206 |
| 1990-06-01 | 59.6610579711 |
| 1990-07-01 | 59.4321159943 |
| 1990-08-01 | 60.0991080909 |
| 1990-09-01 | 59.8117616884 |
| 1990-10-01 | 59.3946615913 |
| 1990-11-01 | 59.0703025889 |
| 1990-12-01 | 58.6699192034 |
| 1991-01-01 | 58.1969633311 |
| 1991-02-01 | 56.5336572199 |
| 1991-03-01 | 56.9861710221 |
| 1991-04-01 | 56.9888217594 |
| 1991-05-01 | 56.9830555434 |
| 1991-06-01 | 57.0935179369 |
| 1991-07-01 | 56.8575077949 |
| 1991-08-01 | 56.1369865725 |
| 1991-09-01 | 56.6405865865 |
| 1991-10-01 | 56.7139094180 |
| 1991-11-01 | 56.7888139409 |
| 1991-12-01 | 56.7668756261 |
| 1992-01-01 | 55.6639091773 |
| 1992-02-01 | 55.7424116116 |
| 1992-03-01 | 55.5596963469 |
| 1992-04-01 | 56.3178445792 |
| 1992-05-01 | 56.4868082831 |
| 1992-06-01 | 56.5440137109 |
| 1992-07-01 | 56.4089665832 |
| 1992-08-01 | 56.6060184594 |
| 1992-09-01 | 56.6715006393 |
| 1992-10-01 | 56.8681775696 |
| 1992-11-01 | 56.8027695316 |
| 1992-12-01 | 56.9428726062 |
| 1993-01-01 | 57.2224615292 |
| 1993-02-01 | 57.3164564842 |
| 1993-03-01 | 57.1198158267 |
| 1993-04-01 | 57.0303151394 |
| 1993-05-01 | 56.8103679862 |
| 1993-06-01 | 56.8141707328 |
| 1993-07-01 | 57.0595810515 |
| 1993-08-01 | 57.0896116873 |
| 1993-09-01 | 57.1936955513 |
| 1993-10-01 | 56.5452085658 |
| 1993-11-01 | 57.3769032213 |
| 1993-12-01 | 57.4993683713 |
| 1994-01-01 | 57.5274804208 |
| 1994-02-01 | 57.6176898722 |
| 1994-03-01 | 57.8850687151 |
| 1994-04-01 | 57.8592185943 |
| 1994-05-01 | 58.4032900091 |
| 1994-06-01 | 58.3235112460 |
| 1994-07-01 | 58.9271971443 |
| 1994-08-01 | 59.0452061907 |
| 1994-09-01 | 59.3254909099 |
| 1994-10-01 | 59.4272058652 |
| 1994-11-01 | 59.9548107719 |
| 1994-12-01 | 60.0869804023 |
| 1995-01-01 | 60.2523551069 |
| 1995-02-01 | 60.3279788417 |
| 1995-03-01 | 60.4644197589 |
| 1995-04-01 | 60.5699958616 |
| 1995-05-01 | 60.3843388756 |
| 1995-06-01 | 60.1026335903 |
| 1995-07-01 | 60.2662194891 |
| 1995-08-01 | 60.3727078031 |
| 1995-09-01 | 60.6039287151 |
| 1995-10-01 | 60.7954356795 |
| 1995-11-01 | 60.5615532757 |
| 1995-12-01 | 60.4068388072 |
| 1996-01-01 | 60.1695476829 |
| 1996-02-01 | 60.1732137756 |
| 1996-03-01 | 59.8464288534 |
| 1996-04-01 | 59.6840539707 |
| 1996-05-01 | 59.7108805147 |
| 1996-06-01 | 59.7451437978 |
| 1996-07-01 | 59.4719825353 |
| 1996-08-01 | 59.5916629846 |
| 1996-09-01 | 59.3350939764 |
| 1996-10-01 | 59.9745600719 |
| 1996-11-01 | 59.7258431940 |
| 1996-12-01 | 59.9411312627 |
| 1997-01-01 | 59.2134569931 |
| 1997-02-01 | 59.2338612992 |
| 1997-03-01 | 59.1449494538 |
| 1997-04-01 | 58.9699321419 |
| 1997-05-01 | 58.7343323401 |
| 1997-06-01 | 58.6237733326 |
| 1997-07-01 | 57.5357859072 |
| 1997-08-01 | 58.4382925022 |
| 1997-09-01 | 58.2503189615 |
| 1997-10-01 | 59.8590269578 |
| 1997-11-01 | 59.9003449105 |
| 1997-12-01 | 60.0485413972 |
| 1998-01-01 | 59.1046575273 |
| 1998-02-01 | 59.0121326934 |
| 1998-03-01 | 59.2821840576 |
| 1998-04-01 | 59.7101504225 |
| 1998-05-01 | 59.4669674752 |
| 1998-06-01 | 59.0244133400 |
| 1998-07-01 | 58.2879497994 |
| 1998-08-01 | 58.8756704784 |
| 1998-09-01 | 59.6174275082 |
| 1998-10-01 | 59.0259064438 |
| 1998-11-01 | 59.1204638210 |
| 1998-12-01 | 59.3447230376 |
| 1999-01-01 | 59.9982141339 |
| 1999-02-01 | 59.4996418497 |
| 1999-03-01 | 59.3531038947 |
| 1999-04-01 | 59.6004725555 |
| 1999-05-01 | 59.6718991750 |
| 1999-06-01 | 59.6526461298 |
| 1999-07-01 | 58.6358653157 |
| 1999-08-01 | 59.4647921916 |
| 1999-09-01 | 59.5199359219 |
| 1999-10-01 | 59.3426028589 |
| 1999-11-01 | 59.1745139901 |
| 1999-12-01 | 59.1465620115 |
| 2000-01-01 | 59.4544502718 |
| 2000-02-01 | 59.2284434047 |
| 2000-03-01 | 58.9935449690 |
| 2000-04-01 | 58.9663902875 |
| 2000-05-01 | 58.9190143831 |
| 2000-06-01 | 59.2027304790 |
| 2000-07-01 | 58.7607002978 |
| 2000-08-01 | 58.5835062152 |
| 2000-09-01 | 57.7062821384 |
| 2000-10-01 | 58.1159916479 |
| 2000-11-01 | 58.0184399085 |
| 2000-12-01 | 57.5686516086 |
| 2001-01-01 | 56.2617986116 |
| 2001-02-01 | 55.6851390946 |
| 2001-03-01 | 55.2908391447 |
| 2001-04-01 | 54.7166454318 |
| 2001-05-01 | 53.9820616046 |
| 2001-06-01 | 53.6678462820 |
| 2001-07-01 | 51.6871601473 |
| 2001-08-01 | 52.5876811031 |
| 2001-09-01 | 52.0859041851 |
| 2001-10-01 | 51.6670912381 |
| 2001-11-01 | 51.3100551635 |
| 2001-12-01 | 51.3993809205 |
| 2002-01-01 | 50.2934286314 |
| 2002-02-01 | 49.8410115888 |
| 2002-03-01 | 49.8508386016 |
| 2002-04-01 | 49.6405256833 |
| 2002-05-01 | 49.8033074015 |
| 2002-06-01 | 49.7375091050 |
| 2002-07-01 | 49.9339681500 |
| 2002-08-01 | 49.9152801277 |
| 2002-09-01 | 49.8762303732 |
| 2002-10-01 | 49.8362025081 |
| 2002-11-01 | 49.5538051682 |
| 2002-12-01 | 49.4320521333 |
| 2003-01-01 | 49.9037961199 |
| 2003-02-01 | 50.0463239342 |
| 2003-03-01 | 49.9131788851 |
| 2003-04-01 | 50.0033633861 |
| 2003-05-01 | 49.7157237339 |
| 2003-06-01 | 49.5848416823 |
| 2003-07-01 | 49.5416731093 |
| 2003-08-01 | 49.4939550815 |
| 2003-09-01 | 49.4765593379 |
| 2003-10-01 | 49.7308320074 |
| 2003-11-01 | 49.4657892273 |
| 2003-12-01 | 49.4408601744 |
| 2004-01-01 | 49.4104292935 |
| 2004-02-01 | 49.3335910474 |
| 2004-03-01 | 49.4658809779 |
| 2004-04-01 | 49.4925323148 |
| 2004-05-01 | 49.6379770163 |
| 2004-06-01 | 49.7118284773 |
| 2004-07-01 | 49.1787928246 |
| 2004-08-01 | 49.7902457095 |
| 2004-09-01 | 49.7694347465 |
| 2004-10-01 | 49.7422742971 |
| 2004-11-01 | 49.7388359694 |
| 2004-12-01 | 49.7117606407 |
| 2005-01-01 | 49.3910942057 |
| 2005-02-01 | 49.7063129528 |
| 2005-03-01 | 49.8517131145 |
| 2005-04-01 | 49.6242912244 |
| 2005-05-01 | 49.3968100096 |
| 2005-06-01 | 49.1359374055 |
| 2005-07-01 | 48.9148153228 |
| 2005-08-01 | 48.7120960774 |
| 2005-09-01 | 48.5484621708 |
| 2005-10-01 | 48.4434843162 |
| 2005-11-01 | 48.3463019488 |
| 2005-12-01 | 48.0296423985 |
| 2006-01-01 | 48.1600239733 |
| 2006-02-01 | 48.2963568181 |
| 2006-03-01 | 48.4679098958 |
| 2006-04-01 | 48.3367816064 |
| 2006-05-01 | 48.1817019011 |
| 2006-06-01 | 48.2716847711 |
| 2006-07-01 | 47.4364686343 |
| 2006-08-01 | 47.6343995110 |
| 2006-09-01 | 47.6172694929 |
| 2006-10-01 | 47.4994725353 |
| 2006-11-01 | 47.3436198690 |
| 2006-12-01 | 47.3218534957 |
| 2007-01-01 | 47.5823633644 |
| 2007-02-01 | 47.0855724752 |
| 2007-03-01 | 46.9354511594 |
| 2007-04-01 | 46.8741829053 |
| 2007-05-01 | 46.9591920275 |
| 2007-06-01 | 46.9401789787 |
| 2007-07-01 | 46.8459976454 |
| 2007-08-01 | 46.4758939428 |
| 2007-09-01 | 46.2955988651 |
| 2007-10-01 | 45.9292330715 |
| 2007-11-01 | 45.9376701649 |
| 2007-12-01 | 45.9155419323 |
| 2008-01-01 | 45.6126800202 |
| 2008-02-01 | 45.4940092897 |
| 2008-03-01 | 45.3817247978 |
| 2008-04-01 | 45.2715168143 |
| 2008-05-01 | 45.2227329541 |
| 2008-06-01 | 45.1188351394 |
| 2008-07-01 | 44.8664016911 |
| 2008-08-01 | 44.5787368338 |
| 2008-09-01 | 44.2017925851 |
| 2008-10-01 | 43.9464070897 |
| 2008-11-01 | 43.3957738334 |
| 2008-12-01 | 42.7627215284 |
| 2009-01-01 | 41.7504135915 |
| 2009-02-01 | 40.8078411462 |
| 2009-03-01 | 39.7100600380 |
| 2009-04-01 | 38.8934088337 |
| 2009-05-01 | 38.1461125541 |
| 2009-06-01 | 37.3747533390 |
| 2009-07-01 | 36.7686412730 |
| 2009-08-01 | 36.8533289657 |
| 2009-09-01 | 36.9129778994 |
| 2009-10-01 | 36.9196106273 |
| 2009-11-01 | 36.9261780435 |
| 2009-12-01 | 37.0670062674 |
| 2010-01-01 | 37.0446980420 |
| 2010-02-01 | 37.2387279463 |
| 2010-03-01 | 37.4911072706 |
| 2010-04-01 | 37.6507288074 |
| 2010-05-01 | 37.7373074281 |
| 2010-06-01 | 37.7613395826 |
| 2010-07-01 | 37.8534191674 |
| 2010-08-01 | 37.8961227414 |
| 2010-09-01 | 37.7347066179 |
| 2010-10-01 | 37.7342391212 |
| 2010-11-01 | 37.8039361792 |
| 2010-12-01 | 37.9374000676 |
| 2011-01-01 | 38.1464891743 |
| 2011-02-01 | 38.2673197370 |
| 2011-03-01 | 38.3646931403 |
| 2011-04-01 | 38.6006918189 |
| 2011-05-01 | 38.7035316809 |
| 2011-06-01 | 38.8941110211 |
| 2011-07-01 | 39.2174113355 |
| 2011-08-01 | 39.1790114400 |
| 2011-09-01 | 39.2488366641 |
| 2011-10-01 | 39.3724446841 |
| 2011-11-01 | 39.4761429435 |
| 2011-12-01 | 39.4102773110 |
| 2012-01-01 | 39.7658943170 |
| 2012-02-01 | 39.8801201916 |
| 2012-03-01 | 40.0347876170 |
| 2012-04-01 | 40.0572771369 |
| 2012-05-01 | 40.1597750304 |
| 2012-06-01 | 40.2239800228 |
| 2012-07-01 | 40.1972847614 |
| 2012-08-01 | 40.2996872624 |
| 2012-09-01 | 40.3755693845 |
| 2012-10-01 | 40.2895595086 |
| 2012-11-01 | 40.2126923343 |
| 2012-12-01 | 40.0758049429 |
| 2013-01-01 | 40.0569156406 |
| 2013-02-01 | 39.9632412308 |
| 2013-03-01 | 40.0202607491 |
| 2013-04-01 | 39.9229127484 |
| 2013-05-01 | 39.9321154548 |
| 2013-06-01 | 39.9864670346 |
| 2013-07-01 | 39.9950001609 |
| 2013-08-01 | 39.8482855023 |
| 2013-09-01 | 39.8084362214 |
| 2013-10-01 | 39.8051797135 |
| 2013-11-01 | 39.8236003186 |
| 2013-12-01 | 39.8963358020 |
| 2014-01-01 | 39.8375246775 |
| 2014-02-01 | 39.9213953935 |
| 2014-03-01 | 39.8298299329 |
| 2014-04-01 | 39.9881601135 |
| 2014-05-01 | 40.0134801060 |
| 2014-06-01 | 39.9786086762 |
| 2014-07-01 | 40.0174974505 |
| 2014-08-01 | 40.0690705878 |
| 2014-09-01 | 40.1263240490 |
| 2014-10-01 | 40.3193241093 |
| 2014-11-01 | 40.3334449479 |
| 2014-12-01 | 40.3274916939 |
| 2015-01-01 | 40.4111410739 |
| 2015-02-01 | 40.3904801441 |
| 2015-03-01 | 40.4250852621 |
| 2015-04-01 | 40.3673137359 |
| 2015-05-01 | 40.3185787856 |
| 2015-06-01 | 40.2614957493 |
| 2015-07-01 | 40.2230623537 |
| 2015-08-01 | 40.1612035159 |
| 2015-09-01 | 40.3298737802 |
| 2015-10-01 | 40.3440595871 |
| 2015-11-01 | 40.5534339870 |
| 2015-12-01 | 40.6589938973 |
| 2016-01-01 | 39.9166693047 |
| 2016-02-01 | 39.8610050008 |
| 2016-03-01 | 39.7230599336 |
| 2016-04-01 | 39.7678449825 |
| 2016-05-01 | 39.7252836280 |
| 2016-06-01 | 39.4264896930 |
| 2016-07-01 | 39.6066420952 |
| 2016-08-01 | 39.6282538220 |
| 2016-09-01 | 39.6206089357 |
| 2016-10-01 | 39.4539169180 |
| 2016-11-01 | 39.2925591375 |
| 2016-12-01 | 39.2164797466 |
| 2017-01-01 | 39.2484439518 |
| 2017-02-01 | 39.2452900379 |
| 2017-03-01 | 39.3808152557 |
| 2017-04-01 | 39.3859570971 |
| 2017-05-01 | 39.3276898407 |
| 2017-06-01 | 39.3898811459 |
| 2017-07-01 | 39.3737931605 |
| 2017-08-01 | 39.3090857133 |
| 2017-09-01 | 39.2343280732 |
| 2017-10-01 | 39.2579153561 |
| 2017-11-01 | 39.2092218987 |
| 2017-12-01 | 39.1607205279 |
| 2018-01-01 | 39.0826477518 |
| 2018-02-01 | 39.3054360950 |
| 2018-03-01 | 39.0577262223 |
| 2018-04-01 | 39.1140363018 |
| 2018-05-01 | 39.2269221655 |
| 2018-06-01 | 39.3675925755 |
| 2018-07-01 | 39.4451911577 |
| 2018-08-01 | 39.5205683015 |
| 2018-09-01 | 39.5364644384 |
| 2018-10-01 | 39.5659751351 |
| 2018-11-01 | 39.6195882174 |
| 2018-12-01 | 39.7907431761 |
| 2019-01-01 | 39.8939499852 |
| 2019-02-01 | 39.9667034213 |
| 2019-03-01 | 40.1087119700 |
| 2019-04-01 | 40.0283703479 |
| 2019-05-01 | 40.0373162304 |
| 2019-06-01 | 39.7795672582 |
| 2019-07-01 | 39.6236119983 |
| 2019-08-01 | 39.6710535941 |
| 2019-09-01 | 39.5462245003 |
| 2019-10-01 | 39.5638619788 |
| 2019-11-01 | 39.5020139983 |
| 2019-12-01 | 39.2082741522 |
| 2020-01-01 | 39.4946269995 |
| 2020-02-01 | 39.1240969111 |
| 2020-03-01 | 38.9798961096 |
| 2020-04-01 | 34.2226729284 |
| 2020-05-01 | 35.7601390405 |
| 2020-06-01 | 36.2861086837 |
| 2020-07-01 | 36.2004858056 |
| 2020-08-01 | 36.2319813911 |
| 2020-09-01 | 36.5418397914 |
| 2020-10-01 | 36.3649642747 |
| 2020-11-01 | 36.6247843785 |
| 2020-12-01 | 36.8151964054 |
| 2021-01-01 | 36.8904236509 |
| 2021-02-01 | 37.0196333382 |
| 2021-03-01 | 37.1360114399 |
| 2021-04-01 | 36.9820079007 |
| 2021-05-01 | 36.9519791895 |
| 2021-06-01 | 36.9947392454 |
| 2021-07-01 | 37.1899585826 |
| 2021-08-01 | 37.1701226932 |
| 2021-09-01 | 37.1659525586 |
| 2021-10-01 | 37.5496269542 |
| 2021-11-01 | 37.5612979405 |
| 2021-12-01 | 37.5409393958 |
| 2022-01-01 | 37.5893578463 |
| 2022-02-01 | 37.7407015833 |
| 2022-03-01 | 37.8233639978 |
| 2022-04-01 | 37.8235186467 |
| 2022-05-01 | 37.8083871975 |
| 2022-06-01 | 37.7624939517 |
| 2022-07-01 | 37.6925911461 |
| 2022-08-01 | 37.7752135698 |
| 2022-09-01 | 37.7866288434 |
| 2022-10-01 | 37.8625731461 |
| 2022-11-01 | 37.8288371017 |
| 2022-12-01 | 37.9724440001 |
| 2023-01-01 | 37.9816611739 |
| 2023-02-01 | 37.8771397542 |
| 2023-03-01 | 37.9169752981 |
| 2023-04-01 | 37.9570002445 |
| 2023-05-01 | 38.0447690918 |
| 2023-06-01 | 37.9296255438 |
| 2023-07-01 | 37.8998048984 |
| 2023-08-01 | 37.8639859824 |
| 2023-09-01 | 37.8168636789 |
| 2023-10-01 | 37.4827442797 |
| 2023-11-01 | 37.6620236680 |
| 2023-12-01 | 37.6204225099 |
| 2024-01-01 | 37.5810810418 |
| 2024-02-01 | 37.4906283292 |
| 2024-03-01 | 37.4298323965 |
| 2024-04-01 | 37.4040682641 |
| 2024-05-01 | 37.5098862665 |
| 2024-06-01 | 37.3843468196 |
| 2024-07-01 | 37.3035646949 |
| 2024-08-01 | 37.1578685996 |
| 2024-09-01 | 37.0342846725 |
| 2024-10-01 | 36.9114208484 |
| 2024-11-01 | 36.6759095251 |
| 2024-12-01 | 36.7492172219 |
| 2025-01-01 | 36.6849850220 |
| 2025-02-01 | 36.8845478295 |
| 2025-03-01 | 36.8351303072 |
| 2025-04-01 | 36.7742030812 |
| 2025-05-01 | 36.6960773038 |
| 2025-06-01 | 36.5673370897 |
| 2025-07-01 | 36.5096708603 |
| 2025-08-01 | 36.5590295811 |
| 2025-09-01 | 36.5470549372 |
| 2025-10-01 | 36.6226363170 |
| 2025-11-01 | 36.6662624545 |
| 2025-12-01 | 36.6588135820 |
| 2026-01-01 | 36.6893008999 |
| 2026-02-01 | 36.6720989661 |
| 2026-03-01 | 36.6456823116 |
| 2026-04-01 | 36.7661256946 |
| 2026-05-01 | 36.7999968911 |
| 2026-06-01 | 36.9553950792 |
| 2026-07-01 | 37.0147078871 |
| 2026-08-01 | 37.0646177753 |
| 2026-09-01 | 37.1478348548 |