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 2026-08-01 |
| Last Updated | 2026-09-18 12:06 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 | 58.8178797621 |
| 1990-02-01 | 59.1872820618 |
| 1990-03-01 | 59.4914871074 |
| 1990-04-01 | 59.6308988427 |
| 1990-05-01 | 59.6788461358 |
| 1990-06-01 | 59.6610521267 |
| 1990-07-01 | 59.4321167381 |
| 1990-08-01 | 60.0991041283 |
| 1990-09-01 | 59.8117574236 |
| 1990-10-01 | 59.3946567891 |
| 1990-11-01 | 59.0702965624 |
| 1990-12-01 | 58.6699112897 |
| 1991-01-01 | 58.1969678601 |
| 1991-02-01 | 56.5336758403 |
| 1991-03-01 | 56.9861744902 |
| 1991-04-01 | 56.9888245654 |
| 1991-05-01 | 56.9830571719 |
| 1991-06-01 | 57.0935122651 |
| 1991-07-01 | 56.8575077820 |
| 1991-08-01 | 56.1369834483 |
| 1991-09-01 | 56.6405832461 |
| 1991-10-01 | 56.7139047083 |
| 1991-11-01 | 56.7888090126 |
| 1991-12-01 | 56.7668690424 |
| 1992-01-01 | 55.6639156729 |
| 1992-02-01 | 55.7424246700 |
| 1992-03-01 | 55.5596996196 |
| 1992-04-01 | 56.3178467022 |
| 1992-05-01 | 56.4868093127 |
| 1992-06-01 | 56.5440089768 |
| 1992-07-01 | 56.4089656944 |
| 1992-08-01 | 56.6060164116 |
| 1992-09-01 | 56.6714985692 |
| 1992-10-01 | 56.8681734309 |
| 1992-11-01 | 56.8027668457 |
| 1992-12-01 | 56.9428691062 |
| 1993-01-01 | 57.2224667356 |
| 1993-02-01 | 57.3164637730 |
| 1993-03-01 | 57.1198186246 |
| 1993-04-01 | 57.0303163871 |
| 1993-05-01 | 56.8103689432 |
| 1993-06-01 | 56.8141653023 |
| 1993-07-01 | 57.0595805227 |
| 1993-08-01 | 57.0896111124 |
| 1993-09-01 | 57.1936949393 |
| 1993-10-01 | 56.5452054482 |
| 1993-11-01 | 57.3769029748 |
| 1993-12-01 | 57.4993674620 |
| 1994-01-01 | 57.5274837739 |
| 1994-02-01 | 57.6176926774 |
| 1994-03-01 | 57.8850705262 |
| 1994-04-01 | 57.8592184444 |
| 1994-05-01 | 58.4032903390 |
| 1994-06-01 | 58.3235045993 |
| 1994-07-01 | 58.9272002352 |
| 1994-08-01 | 59.0452055438 |
| 1994-09-01 | 59.3254902941 |
| 1994-10-01 | 59.4272052254 |
| 1994-11-01 | 59.9548124846 |
| 1994-12-01 | 60.0869814869 |
| 1995-01-01 | 60.2523558233 |
| 1995-02-01 | 60.3279791123 |
| 1995-03-01 | 60.4644198204 |
| 1995-04-01 | 60.5699947616 |
| 1995-05-01 | 60.3843384494 |
| 1995-06-01 | 60.1026250540 |
| 1995-07-01 | 60.2662281175 |
| 1995-08-01 | 60.3727066579 |
| 1995-09-01 | 60.6039273365 |
| 1995-10-01 | 60.7954378120 |
| 1995-11-01 | 60.5615561336 |
| 1995-12-01 | 60.4068409553 |
| 1996-01-01 | 60.1695463017 |
| 1996-02-01 | 60.1732119351 |
| 1996-03-01 | 59.8464271063 |
| 1996-04-01 | 59.6840517308 |
| 1996-05-01 | 59.7108784293 |
| 1996-06-01 | 59.7451355784 |
| 1996-07-01 | 59.4719981645 |
| 1996-08-01 | 59.5916600615 |
| 1996-09-01 | 59.3350916869 |
| 1996-10-01 | 59.9745643763 |
| 1996-11-01 | 59.7258469631 |
| 1996-12-01 | 59.9411344442 |
| 1997-01-01 | 59.2134516653 |
| 1997-02-01 | 59.2338582524 |
| 1997-03-01 | 59.1449464237 |
| 1997-04-01 | 58.9699292135 |
| 1997-05-01 | 58.7343294442 |
| 1997-06-01 | 58.6237667733 |
| 1997-07-01 | 57.5358045601 |
| 1997-08-01 | 58.4382894717 |
| 1997-09-01 | 58.2503173809 |
| 1997-10-01 | 59.8590318962 |
| 1997-11-01 | 59.9003494840 |
| 1997-12-01 | 60.0485459119 |
| 1998-01-01 | 59.1046468566 |
| 1998-02-01 | 59.0121292891 |
| 1998-03-01 | 59.2821805106 |
| 1998-04-01 | 59.7101470175 |
| 1998-05-01 | 59.4669645958 |
| 1998-06-01 | 59.0244084125 |
| 1998-07-01 | 58.2879680370 |
| 1998-08-01 | 58.8756679122 |
| 1998-09-01 | 59.6174290564 |
| 1998-10-01 | 59.0259106512 |
| 1998-11-01 | 59.1204687590 |
| 1998-12-01 | 59.3447294105 |
| 1999-01-01 | 59.9981983696 |
| 1999-02-01 | 59.4996385328 |
| 1999-03-01 | 59.3531004978 |
| 1999-04-01 | 59.6004695731 |
| 1999-05-01 | 59.6718964249 |
| 1999-06-01 | 59.6526432938 |
| 1999-07-01 | 58.6358777571 |
| 1999-08-01 | 59.4647917709 |
| 1999-09-01 | 59.5199405256 |
| 1999-10-01 | 59.3426062984 |
| 1999-11-01 | 59.1745183565 |
| 1999-12-01 | 59.1465708251 |
| 2000-01-01 | 59.4544331540 |
| 2000-02-01 | 59.2284393750 |
| 2000-03-01 | 58.9935417200 |
| 2000-04-01 | 58.9663879450 |
| 2000-05-01 | 58.9190117489 |
| 2000-06-01 | 59.2027293537 |
| 2000-07-01 | 58.7607063360 |
| 2000-08-01 | 58.5835071307 |
| 2000-09-01 | 57.7062889361 |
| 2000-10-01 | 58.1159944409 |
| 2000-11-01 | 58.0184419591 |
| 2000-12-01 | 57.5686629545 |
| 2001-01-01 | 56.2617839527 |
| 2001-02-01 | 55.6851338589 |
| 2001-03-01 | 55.2908359533 |
| 2001-04-01 | 54.7166448015 |
| 2001-05-01 | 53.9820585310 |
| 2001-06-01 | 53.6678467346 |
| 2001-07-01 | 51.6871613699 |
| 2001-08-01 | 52.5876829559 |
| 2001-09-01 | 52.0859095574 |
| 2001-10-01 | 51.6670942343 |
| 2001-11-01 | 51.3100545024 |
| 2001-12-01 | 51.3993912186 |
| 2002-01-01 | 50.2934199016 |
| 2002-02-01 | 49.8410067052 |
| 2002-03-01 | 49.8508356399 |
| 2002-04-01 | 49.6405264085 |
| 2002-05-01 | 49.8033053957 |
| 2002-06-01 | 49.7375098057 |
| 2002-07-01 | 49.9339664481 |
| 2002-08-01 | 49.9152816662 |
| 2002-09-01 | 49.8762337243 |
| 2002-10-01 | 49.8362053507 |
| 2002-11-01 | 49.5538024498 |
| 2002-12-01 | 49.4320593127 |
| 2003-01-01 | 49.9037923155 |
| 2003-02-01 | 50.0463208874 |
| 2003-03-01 | 49.9131765348 |
| 2003-04-01 | 50.0033659130 |
| 2003-05-01 | 49.7157230961 |
| 2003-06-01 | 49.5848425346 |
| 2003-07-01 | 49.5416699224 |
| 2003-08-01 | 49.4939557160 |
| 2003-09-01 | 49.4765598725 |
| 2003-10-01 | 49.7308339574 |
| 2003-11-01 | 49.4657867965 |
| 2003-12-01 | 49.4408630183 |
| 2004-01-01 | 49.4104284149 |
| 2004-02-01 | 49.3335906804 |
| 2004-03-01 | 49.4658794187 |
| 2004-04-01 | 49.4925352565 |
| 2004-05-01 | 49.6379791520 |
| 2004-06-01 | 49.7118314339 |
| 2004-07-01 | 49.1787864510 |
| 2004-08-01 | 49.7902447434 |
| 2004-09-01 | 49.7694339345 |
| 2004-10-01 | 49.7422746522 |
| 2004-11-01 | 49.7388343610 |
| 2004-12-01 | 49.7117616569 |
| 2005-01-01 | 49.3910940605 |
| 2005-02-01 | 49.7063141271 |
| 2005-03-01 | 49.8517121017 |
| 2005-04-01 | 49.6242945943 |
| 2005-05-01 | 49.3968137987 |
| 2005-06-01 | 49.1359421726 |
| 2005-07-01 | 48.9148081047 |
| 2005-08-01 | 48.7120932807 |
| 2005-09-01 | 48.5484600807 |
| 2005-10-01 | 48.4434832499 |
| 2005-11-01 | 48.3463010362 |
| 2005-12-01 | 48.0296432440 |
| 2006-01-01 | 48.1600240614 |
| 2006-02-01 | 48.2963584910 |
| 2006-03-01 | 48.4679093877 |
| 2006-04-01 | 48.3367846032 |
| 2006-05-01 | 48.1817064723 |
| 2006-06-01 | 48.2716910921 |
| 2006-07-01 | 47.4364609049 |
| 2006-08-01 | 47.6343955696 |
| 2006-09-01 | 47.6172669906 |
| 2006-10-01 | 47.4994710063 |
| 2006-11-01 | 47.3436189150 |
| 2006-12-01 | 47.3218550549 |
| 2007-01-01 | 47.5823637815 |
| 2007-02-01 | 47.0855738660 |
| 2007-03-01 | 46.9354514399 |
| 2007-04-01 | 46.8741853934 |
| 2007-05-01 | 46.9591953752 |
| 2007-06-01 | 46.9401831582 |
| 2007-07-01 | 46.8459926524 |
| 2007-08-01 | 46.4758905513 |
| 2007-09-01 | 46.2955964635 |
| 2007-10-01 | 45.9292317188 |
| 2007-11-01 | 45.9376692418 |
| 2007-12-01 | 45.9155439212 |
| 2008-01-01 | 45.6126804565 |
| 2008-02-01 | 45.4940101724 |
| 2008-03-01 | 45.3817255257 |
| 2008-04-01 | 45.2715183733 |
| 2008-05-01 | 45.2227348309 |
| 2008-06-01 | 45.1188373552 |
| 2008-07-01 | 44.8663983659 |
| 2008-08-01 | 44.5787348303 |
| 2008-09-01 | 44.2017910175 |
| 2008-10-01 | 43.9464064095 |
| 2008-11-01 | 43.3957732534 |
| 2008-12-01 | 42.7627231132 |
| 2009-01-01 | 41.7504140259 |
| 2009-02-01 | 40.8078416414 |
| 2009-03-01 | 39.7100608190 |
| 2009-04-01 | 38.8934094829 |
| 2009-05-01 | 38.1461131703 |
| 2009-06-01 | 37.3747536882 |
| 2009-07-01 | 36.7686394376 |
| 2009-08-01 | 36.8533284190 |
| 2009-09-01 | 36.9129772586 |
| 2009-10-01 | 36.9196104211 |
| 2009-11-01 | 36.9261778067 |
| 2009-12-01 | 37.0670073698 |
| 2010-01-01 | 37.0446982582 |
| 2010-02-01 | 37.2387281500 |
| 2010-03-01 | 37.4911076051 |
| 2010-04-01 | 37.6507289738 |
| 2010-05-01 | 37.7373075747 |
| 2010-06-01 | 37.7613397380 |
| 2010-07-01 | 37.8534177760 |
| 2010-08-01 | 37.8961226501 |
| 2010-09-01 | 37.7347065155 |
| 2010-10-01 | 37.7342392088 |
| 2010-11-01 | 37.8039361960 |
| 2010-12-01 | 37.9374006139 |
| 2011-01-01 | 38.1464893085 |
| 2011-02-01 | 38.2673198207 |
| 2011-03-01 | 38.3646932593 |
| 2011-04-01 | 38.6006918755 |
| 2011-05-01 | 38.7035317546 |
| 2011-06-01 | 38.8941111606 |
| 2011-07-01 | 39.2174102237 |
| 2011-08-01 | 39.1790114050 |
| 2011-09-01 | 39.2488366732 |
| 2011-10-01 | 39.3724447534 |
| 2011-11-01 | 39.4761430085 |
| 2011-12-01 | 39.4102777093 |
| 2012-01-01 | 39.7658942974 |
| 2012-02-01 | 39.8801202455 |
| 2012-03-01 | 40.0347875781 |
| 2012-04-01 | 40.0572775658 |
| 2012-05-01 | 40.1597754735 |
| 2012-06-01 | 40.2239802721 |
| 2012-07-01 | 40.1972839858 |
| 2012-08-01 | 40.2996865884 |
| 2012-09-01 | 40.3755688335 |
| 2012-10-01 | 40.2895592818 |
| 2012-11-01 | 40.2126924851 |
| 2012-12-01 | 40.0758052783 |
| 2013-01-01 | 40.0569156277 |
| 2013-02-01 | 39.9632414460 |
| 2013-03-01 | 40.0202609299 |
| 2013-04-01 | 39.9229137770 |
| 2013-05-01 | 39.9321168086 |
| 2013-06-01 | 39.9864681968 |
| 2013-07-01 | 39.9950002729 |
| 2013-08-01 | 39.8482804215 |
| 2013-09-01 | 39.8084355288 |
| 2013-10-01 | 39.8051792009 |
| 2013-11-01 | 39.8236007261 |
| 2013-12-01 | 39.8963371728 |
| 2014-01-01 | 39.8375243106 |
| 2014-02-01 | 39.9213952992 |
| 2014-03-01 | 39.8298314394 |
| 2014-04-01 | 39.9881617026 |
| 2014-05-01 | 40.0134818945 |
| 2014-06-01 | 39.9786119218 |
| 2014-07-01 | 40.0174992582 |
| 2014-08-01 | 40.0690629967 |
| 2014-09-01 | 40.1263152007 |
| 2014-10-01 | 40.3193253578 |
| 2014-11-01 | 40.3334466557 |
| 2014-12-01 | 40.3274944513 |
| 2015-01-01 | 40.4111407581 |
| 2015-02-01 | 40.3904807925 |
| 2015-03-01 | 40.4250896849 |
| 2015-04-01 | 40.3673166221 |
| 2015-05-01 | 40.3185812951 |
| 2015-06-01 | 40.2615004798 |
| 2015-07-01 | 40.2230640226 |
| 2015-08-01 | 40.1611899855 |
| 2015-09-01 | 40.3298530967 |
| 2015-10-01 | 40.3440612525 |
| 2015-11-01 | 40.5534381017 |
| 2015-12-01 | 40.6590003724 |
| 2016-01-01 | 39.9166709337 |
| 2016-02-01 | 39.8610093394 |
| 2016-03-01 | 39.7230697406 |
| 2016-04-01 | 39.7678547585 |
| 2016-05-01 | 39.7252958706 |
| 2016-06-01 | 39.4265015019 |
| 2016-07-01 | 39.6066382197 |
| 2016-08-01 | 39.6282245150 |
| 2016-09-01 | 39.6205520876 |
| 2016-10-01 | 39.4539023395 |
| 2016-11-01 | 39.2925624411 |
| 2016-12-01 | 39.2164954903 |
| 2017-01-01 | 39.2484578298 |
| 2017-02-01 | 39.2453072229 |
| 2017-03-01 | 39.3808402593 |
| 2017-04-01 | 39.3859953656 |
| 2017-05-01 | 39.3277511645 |
| 2017-06-01 | 39.3899283562 |
| 2017-07-01 | 39.3737759575 |
| 2017-08-01 | 39.3089949673 |
| 2017-09-01 | 39.2341820205 |
| 2017-10-01 | 39.2578019243 |
| 2017-11-01 | 39.2091556691 |
| 2017-12-01 | 39.1608843857 |
| 2018-01-01 | 39.0826827830 |
| 2018-02-01 | 39.3054552345 |
| 2018-03-01 | 39.0577906249 |
| 2018-04-01 | 39.1141564204 |
| 2018-05-01 | 39.2270728530 |
| 2018-06-01 | 39.3676897853 |
| 2018-07-01 | 39.4452441042 |
| 2018-08-01 | 39.5204519728 |
| 2018-09-01 | 39.5358743884 |
| 2018-10-01 | 39.5656818330 |
| 2018-11-01 | 39.6195248139 |
| 2018-12-01 | 39.7911068760 |
| 2019-01-01 | 39.8940492662 |
| 2019-02-01 | 39.9667534779 |
| 2019-03-01 | 40.1088671472 |
| 2019-04-01 | 40.0285932177 |
| 2019-05-01 | 40.0375515365 |
| 2019-06-01 | 39.7797172834 |
| 2019-07-01 | 39.6238252711 |
| 2019-08-01 | 39.6711229194 |
| 2019-09-01 | 39.5446785273 |
| 2019-10-01 | 39.5632840040 |
| 2019-11-01 | 39.5021322057 |
| 2019-12-01 | 39.2089121386 |
| 2020-01-01 | 39.4948214575 |
| 2020-02-01 | 39.1242226082 |
| 2020-03-01 | 38.9801525715 |
| 2020-04-01 | 34.2229349370 |
| 2020-05-01 | 35.7603572676 |
| 2020-06-01 | 36.2862404401 |
| 2020-07-01 | 36.2008650679 |
| 2020-08-01 | 36.2323135945 |
| 2020-09-01 | 36.5394741750 |
| 2020-10-01 | 36.3642928762 |
| 2020-11-01 | 36.6252572502 |
| 2020-12-01 | 36.8158330767 |
| 2021-01-01 | 36.8906313019 |
| 2021-02-01 | 37.0197663126 |
| 2021-03-01 | 37.1362860009 |
| 2021-04-01 | 36.9822485246 |
| 2021-05-01 | 36.9519292342 |
| 2021-06-01 | 36.9949223013 |
| 2021-07-01 | 37.1904069961 |
| 2021-08-01 | 37.1706963431 |
| 2021-09-01 | 37.1635389675 |
| 2021-10-01 | 37.5492608068 |
| 2021-11-01 | 37.5620151094 |
| 2021-12-01 | 37.5413954623 |
| 2022-01-01 | 37.5893440798 |
| 2022-02-01 | 37.7406400414 |
| 2022-03-01 | 37.8234854633 |
| 2022-04-01 | 37.8237012229 |
| 2022-05-01 | 37.8080404034 |
| 2022-06-01 | 37.7627000361 |
| 2022-07-01 | 37.6927319659 |
| 2022-08-01 | 37.7756184312 |
| 2022-09-01 | 37.7853371688 |
| 2022-10-01 | 37.8628814125 |
| 2022-11-01 | 37.8298896270 |
| 2022-12-01 | 37.9734444121 |
| 2023-01-01 | 37.9806460113 |
| 2023-02-01 | 37.8752871682 |
| 2023-03-01 | 37.9179114280 |
| 2023-04-01 | 37.9576074382 |
| 2023-05-01 | 38.0440890115 |
| 2023-06-01 | 37.9295478647 |
| 2023-07-01 | 37.8992595852 |
| 2023-08-01 | 37.8638560471 |
| 2023-09-01 | 37.8165812515 |
| 2023-10-01 | 37.4839667629 |
| 2023-11-01 | 37.6638348767 |
| 2023-12-01 | 37.6225095745 |
| 2024-01-01 | 37.5793062999 |
| 2024-02-01 | 37.4871117659 |
| 2024-03-01 | 37.4315883657 |
| 2024-04-01 | 37.4049531436 |
| 2024-05-01 | 37.5092302328 |
| 2024-06-01 | 37.3836591580 |
| 2024-07-01 | 37.3015221225 |
| 2024-08-01 | 37.1552271870 |
| 2024-09-01 | 37.0356338913 |
| 2024-10-01 | 36.9139532160 |
| 2024-11-01 | 36.6793349127 |
| 2024-12-01 | 36.7532503961 |
| 2025-01-01 | 36.6830381396 |
| 2025-02-01 | 36.8793664930 |
| 2025-03-01 | 36.8372995218 |
| 2025-04-01 | 36.7748785512 |
| 2025-05-01 | 36.6953610759 |
| 2025-06-01 | 36.5659254750 |
| 2025-07-01 | 36.5060119046 |
| 2025-08-01 | 36.5534600980 |
| 2025-09-01 | 36.5498946303 |
| 2025-10-01 | 36.6266685238 |
| 2025-11-01 | 36.6712531670 |
| 2025-12-01 | 36.6637758347 |
| 2026-01-01 | 36.6885120588 |
| 2026-02-01 | 36.6676662176 |
| 2026-03-01 | 36.6462976875 |
| 2026-04-01 | 36.7655431604 |
| 2026-05-01 | 36.7992317341 |
| 2026-06-01 | 36.9536380606 |
| 2026-07-01 | 37.0094968637 |
| 2026-08-01 | 37.0556895362 |