Table Data - All Employees: Mining, Logging, and Construction in Akron, OH (MSA)
| Title | All Employees: Mining, Logging, and Construction in Akron, OH (MSA) |
|---|---|
| Series ID | AKRO439NRMN |
| 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 2026-05-01 |
| Last Updated | 2026-06-24 10:14 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 | 10.84068143821670 |
| 1990-02-01 | 10.90085127484620 |
| 1990-03-01 | 11.19039553144640 |
| 1990-04-01 | 11.01528192434020 |
| 1990-05-01 | 10.90248224921660 |
| 1990-06-01 | 10.81435727211380 |
| 1990-07-01 | 10.63410581851240 |
| 1990-08-01 | 10.62034271876370 |
| 1990-09-01 | 10.50000873483500 |
| 1990-10-01 | 10.26745237745940 |
| 1990-11-01 | 10.40796656615400 |
| 1990-12-01 | 10.18670429842020 |
| 1991-01-01 | 10.45115340340160 |
| 1991-02-01 | 10.22402567624180 |
| 1991-03-01 | 10.19818510490190 |
| 1991-04-01 | 10.02392847363280 |
| 1991-05-01 | 9.89426748892479 |
| 1991-06-01 | 9.80919054916442 |
| 1991-07-01 | 9.90765677513213 |
| 1991-08-01 | 9.91660961035076 |
| 1991-09-01 | 9.78763874084278 |
| 1991-10-01 | 9.86160911467158 |
| 1991-11-01 | 9.90056122892067 |
| 1991-12-01 | 10.09084223426260 |
| 1992-01-01 | 10.37762315532090 |
| 1992-02-01 | 10.16804660057620 |
| 1992-03-01 | 10.10161187616160 |
| 1992-04-01 | 10.24468803453370 |
| 1992-05-01 | 10.28532734306950 |
| 1992-06-01 | 10.38562423462620 |
| 1992-07-01 | 10.16136503762400 |
| 1992-08-01 | 10.20634918442550 |
| 1992-09-01 | 10.36327257026490 |
| 1992-10-01 | 10.44944037923050 |
| 1992-11-01 | 10.41049520738350 |
| 1992-12-01 | 10.50606219279410 |
| 1993-01-01 | 10.72409165614300 |
| 1993-02-01 | 10.62779307845990 |
| 1993-03-01 | 10.20629472820790 |
| 1993-04-01 | 10.45160109469110 |
| 1993-05-01 | 10.56717798952600 |
| 1993-06-01 | 10.53718319515450 |
| 1993-07-01 | 10.82354759185170 |
| 1993-08-01 | 10.89773222294660 |
| 1993-09-01 | 10.93100706143380 |
| 1993-10-01 | 11.13591398460420 |
| 1993-11-01 | 11.12329272753940 |
| 1993-12-01 | 11.24066102918750 |
| 1994-01-01 | 11.27646641559330 |
| 1994-02-01 | 11.28066706552090 |
| 1994-03-01 | 11.50550621294780 |
| 1994-04-01 | 11.75847332811730 |
| 1994-05-01 | 11.96005626166810 |
| 1994-06-01 | 11.98852556260410 |
| 1994-07-01 | 12.28170337825570 |
| 1994-08-01 | 12.06703743356810 |
| 1994-09-01 | 12.19858281331760 |
| 1994-10-01 | 12.12255285222650 |
| 1994-11-01 | 12.35004701920320 |
| 1994-12-01 | 12.49486682870000 |
| 1995-01-01 | 12.12385042402300 |
| 1995-02-01 | 12.12637664035540 |
| 1995-03-01 | 12.31838955934230 |
| 1995-04-01 | 12.13618866641270 |
| 1995-05-01 | 12.14172014559030 |
| 1995-06-01 | 12.22954162370930 |
| 1995-07-01 | 12.15978500710990 |
| 1995-08-01 | 12.14504066588050 |
| 1995-09-01 | 12.18473575357980 |
| 1995-10-01 | 12.12865678718370 |
| 1995-11-01 | 12.16700698916950 |
| 1995-12-01 | 12.33996261591840 |
| 1996-01-01 | 12.54589154510030 |
| 1996-02-01 | 12.74875708435870 |
| 1996-03-01 | 12.93752657831600 |
| 1996-04-01 | 13.02612269217160 |
| 1996-05-01 | 13.03305566286480 |
| 1996-06-01 | 13.08350703361010 |
| 1996-07-01 | 13.02655124703020 |
| 1996-08-01 | 13.21224623536770 |
| 1996-09-01 | 13.29083371350760 |
| 1996-10-01 | 13.44811549366680 |
| 1996-11-01 | 13.38750017888970 |
| 1996-12-01 | 13.37300973353540 |
| 1997-01-01 | 13.36032795466590 |
| 1997-02-01 | 13.46373712082110 |
| 1997-03-01 | 13.46202973239390 |
| 1997-04-01 | 13.50321800457600 |
| 1997-05-01 | 13.50648157673080 |
| 1997-06-01 | 13.43878251519760 |
| 1997-07-01 | 13.81298754354510 |
| 1997-08-01 | 14.00275090198280 |
| 1997-09-01 | 14.00341499096150 |
| 1997-10-01 | 13.96818258475160 |
| 1997-11-01 | 13.69563460363160 |
| 1997-12-01 | 13.78545994634880 |
| 1998-01-01 | 14.07431219180960 |
| 1998-02-01 | 14.07360195344130 |
| 1998-03-01 | 13.97826890750340 |
| 1998-04-01 | 14.21145273094400 |
| 1998-05-01 | 14.18648599091960 |
| 1998-06-01 | 14.21209368103860 |
| 1998-07-01 | 14.07618502891980 |
| 1998-08-01 | 14.07311540270480 |
| 1998-09-01 | 14.11606685323930 |
| 1998-10-01 | 14.29427436560010 |
| 1998-11-01 | 14.40262345128180 |
| 1998-12-01 | 14.68325767059290 |
| 1999-01-01 | 14.10028078070210 |
| 1999-02-01 | 14.60430583822590 |
| 1999-03-01 | 14.29598114206880 |
| 1999-04-01 | 14.42521587865950 |
| 1999-05-01 | 14.55200774714380 |
| 1999-06-01 | 14.59052049791200 |
| 1999-07-01 | 14.93283971839590 |
| 1999-08-01 | 14.84436493816430 |
| 1999-09-01 | 14.81187864230440 |
| 1999-10-01 | 14.93401797156200 |
| 1999-11-01 | 15.10664099032430 |
| 1999-12-01 | 15.06418179885880 |
| 2000-01-01 | 15.03247675065200 |
| 2000-02-01 | 15.14271230742720 |
| 2000-03-01 | 15.50897734287780 |
| 2000-04-01 | 15.45052396240670 |
| 2000-05-01 | 15.32882402120080 |
| 2000-06-01 | 15.18935688366590 |
| 2000-07-01 | 14.78138331418560 |
| 2000-08-01 | 14.69615265269310 |
| 2000-09-01 | 14.89092246930550 |
| 2000-10-01 | 14.76851104287660 |
| 2000-11-01 | 14.71616121542030 |
| 2000-12-01 | 14.54199803670510 |
| 2001-01-01 | 14.67964271063060 |
| 2001-02-01 | 14.79484403356780 |
| 2001-03-01 | 14.90898851388800 |
| 2001-04-01 | 14.65528980444970 |
| 2001-05-01 | 14.70959053851950 |
| 2001-06-01 | 14.80149820494620 |
| 2001-07-01 | 14.75155119039700 |
| 2001-08-01 | 14.75790115707200 |
| 2001-09-01 | 14.45261964474350 |
| 2001-10-01 | 14.48328629248240 |
| 2001-11-01 | 14.42901627420290 |
| 2001-12-01 | 14.53200029326260 |
| 2002-01-01 | 14.32086077579730 |
| 2002-02-01 | 14.22961622298070 |
| 2002-03-01 | 14.10360069491220 |
| 2002-04-01 | 13.25346795727230 |
| 2002-05-01 | 13.50502563233730 |
| 2002-06-01 | 13.62307864126680 |
| 2002-07-01 | 13.83848402250010 |
| 2002-08-01 | 14.02423661018760 |
| 2002-09-01 | 13.92148371170750 |
| 2002-10-01 | 13.69343656128950 |
| 2002-11-01 | 13.73015914791220 |
| 2002-12-01 | 13.72476227690840 |
| 2003-01-01 | 14.15072390647860 |
| 2003-02-01 | 13.84720630729770 |
| 2003-03-01 | 13.79764310296660 |
| 2003-04-01 | 14.04204548266190 |
| 2003-05-01 | 13.89736903704060 |
| 2003-06-01 | 13.73783169946950 |
| 2003-07-01 | 13.55378693258350 |
| 2003-08-01 | 13.82877764196950 |
| 2003-09-01 | 13.89838154507480 |
| 2003-10-01 | 14.00260893640580 |
| 2003-11-01 | 13.92950519218410 |
| 2003-12-01 | 14.01911687882800 |
| 2004-01-01 | 13.84256122721560 |
| 2004-02-01 | 13.72853758640000 |
| 2004-03-01 | 13.88996580659260 |
| 2004-04-01 | 13.83244151146740 |
| 2004-05-01 | 13.79654829801230 |
| 2004-06-01 | 13.85140838824800 |
| 2004-07-01 | 14.08943587236960 |
| 2004-08-01 | 14.07038706265010 |
| 2004-09-01 | 14.00689525214220 |
| 2004-10-01 | 14.10925757893280 |
| 2004-11-01 | 13.99791719233040 |
| 2004-12-01 | 14.00439939649580 |
| 2005-01-01 | 14.01111749459630 |
| 2005-02-01 | 14.09032403476340 |
| 2005-03-01 | 13.76859875360240 |
| 2005-04-01 | 14.24436038013340 |
| 2005-05-01 | 14.30055778245000 |
| 2005-06-01 | 14.35857611660730 |
| 2005-07-01 | 14.34085269994700 |
| 2005-08-01 | 14.43971959098180 |
| 2005-09-01 | 14.52433757013910 |
| 2005-10-01 | 14.40150204249470 |
| 2005-11-01 | 14.76243464237490 |
| 2005-12-01 | 14.61353446089570 |
| 2006-01-01 | 14.65193240220050 |
| 2006-02-01 | 14.61783819402790 |
| 2006-03-01 | 15.03779099304770 |
| 2006-04-01 | 15.27607621146610 |
| 2006-05-01 | 15.10888499922820 |
| 2006-06-01 | 15.07304092875780 |
| 2006-07-01 | 14.78867466553730 |
| 2006-08-01 | 14.91191109979050 |
| 2006-09-01 | 14.96569856365410 |
| 2006-10-01 | 14.89606594176700 |
| 2006-11-01 | 14.72433960231800 |
| 2006-12-01 | 14.92604108511800 |
| 2007-01-01 | 14.76604750874540 |
| 2007-02-01 | 14.22829432899810 |
| 2007-03-01 | 14.50669649542840 |
| 2007-04-01 | 14.41791281514370 |
| 2007-05-01 | 14.32736778962630 |
| 2007-06-01 | 14.39860495297000 |
| 2007-07-01 | 14.33603408695540 |
| 2007-08-01 | 14.17191926861500 |
| 2007-09-01 | 14.10391418254770 |
| 2007-10-01 | 14.09378564569040 |
| 2007-11-01 | 14.20350304999240 |
| 2007-12-01 | 14.03711540093640 |
| 2008-01-01 | 13.86187620698040 |
| 2008-02-01 | 13.63712388262230 |
| 2008-03-01 | 13.28462178845650 |
| 2008-04-01 | 13.24356142642240 |
| 2008-05-01 | 13.35672158321060 |
| 2008-06-01 | 13.34172358643120 |
| 2008-07-01 | 13.27359135660950 |
| 2008-08-01 | 13.31484230801660 |
| 2008-09-01 | 13.34719400789920 |
| 2008-10-01 | 13.29852722988280 |
| 2008-11-01 | 13.09285251494390 |
| 2008-12-01 | 12.73680800995660 |
| 2009-01-01 | 12.65976298735110 |
| 2009-02-01 | 12.66167677664230 |
| 2009-03-01 | 12.55885436616570 |
| 2009-04-01 | 12.35107862023540 |
| 2009-05-01 | 12.29360110357720 |
| 2009-06-01 | 11.88279001111190 |
| 2009-07-01 | 12.01464327556280 |
| 2009-08-01 | 11.73938236241860 |
| 2009-09-01 | 11.58575613569530 |
| 2009-10-01 | 11.59932472115360 |
| 2009-11-01 | 11.39941031443610 |
| 2009-12-01 | 11.33136817541850 |
| 2010-01-01 | 11.58450547660820 |
| 2010-02-01 | 11.80287459141880 |
| 2010-03-01 | 11.84321242873730 |
| 2010-04-01 | 11.44641918500600 |
| 2010-05-01 | 11.21058401905860 |
| 2010-06-01 | 11.20759768120300 |
| 2010-07-01 | 10.93996952845360 |
| 2010-08-01 | 11.04909596263250 |
| 2010-09-01 | 11.01788332016050 |
| 2010-10-01 | 10.91294008645720 |
| 2010-11-01 | 11.12285707022900 |
| 2010-12-01 | 11.13440096057980 |
| 2011-01-01 | 11.04087879471980 |
| 2011-02-01 | 10.96926946214240 |
| 2011-03-01 | 10.92738798402910 |
| 2011-04-01 | 11.01888016777870 |
| 2011-05-01 | 10.81309471837340 |
| 2011-06-01 | 11.00536159001990 |
| 2011-07-01 | 11.56794340150380 |
| 2011-08-01 | 11.74754953167840 |
| 2011-09-01 | 11.83519361857640 |
| 2011-10-01 | 11.53294374452430 |
| 2011-11-01 | 11.85037401840800 |
| 2011-12-01 | 11.92351271191130 |
| 2012-01-01 | 11.92994660540440 |
| 2012-02-01 | 11.87265453387180 |
| 2012-03-01 | 11.83518570772060 |
| 2012-04-01 | 11.69620063077750 |
| 2012-05-01 | 11.38489249555180 |
| 2012-06-01 | 11.28395945003170 |
| 2012-07-01 | 11.07313999922670 |
| 2012-08-01 | 11.04701440571840 |
| 2012-09-01 | 11.04176575607560 |
| 2012-10-01 | 11.24810790615270 |
| 2012-11-01 | 11.26880827133200 |
| 2012-12-01 | 11.42876659581640 |
| 2013-01-01 | 11.44533058905830 |
| 2013-02-01 | 11.49585564504650 |
| 2013-03-01 | 11.33704898142720 |
| 2013-04-01 | 11.27647888988090 |
| 2013-05-01 | 11.44690997224120 |
| 2013-06-01 | 11.47120201216990 |
| 2013-07-01 | 11.37701992738020 |
| 2013-08-01 | 11.33943375477760 |
| 2013-09-01 | 11.32991794653290 |
| 2013-10-01 | 11.32581526055440 |
| 2013-11-01 | 11.36673108383760 |
| 2013-12-01 | 11.46543624544220 |
| 2014-01-01 | 11.70131164032980 |
| 2014-02-01 | 11.94368088437880 |
| 2014-03-01 | 12.24051330982840 |
| 2014-04-01 | 12.55930322383160 |
| 2014-05-01 | 12.67823148537050 |
| 2014-06-01 | 12.96453130395350 |
| 2014-07-01 | 13.16318421069030 |
| 2014-08-01 | 13.23734804524510 |
| 2014-09-01 | 13.10500984960640 |
| 2014-10-01 | 12.87881316426940 |
| 2014-11-01 | 12.87643989708630 |
| 2014-12-01 | 12.93982504927110 |
| 2015-01-01 | 12.77196441887340 |
| 2015-02-01 | 12.58010642569000 |
| 2015-03-01 | 12.52218154088110 |
| 2015-04-01 | 12.63484085124490 |
| 2015-05-01 | 12.72480751651220 |
| 2015-06-01 | 12.66311560871220 |
| 2015-07-01 | 12.55143854286380 |
| 2015-08-01 | 12.53628058317370 |
| 2015-09-01 | 12.78303702634140 |
| 2015-10-01 | 12.92626067619600 |
| 2015-11-01 | 13.28222409554750 |
| 2015-12-01 | 13.70760698171120 |
| 2016-01-01 | 13.43668665715780 |
| 2016-02-01 | 13.41667602492190 |
| 2016-03-01 | 13.30577352007110 |
| 2016-04-01 | 12.99587807648250 |
| 2016-05-01 | 12.57820609509390 |
| 2016-06-01 | 12.76423147700810 |
| 2016-07-01 | 12.95253760216870 |
| 2016-08-01 | 13.14587439671230 |
| 2016-09-01 | 13.17606785690470 |
| 2016-10-01 | 13.39733836622190 |
| 2016-11-01 | 13.50054516575600 |
| 2016-12-01 | 13.15187795661130 |
| 2017-01-01 | 13.25950040922000 |
| 2017-02-01 | 13.40424923674400 |
| 2017-03-01 | 13.36692795904310 |
| 2017-04-01 | 14.15778675128610 |
| 2017-05-01 | 14.48000921166380 |
| 2017-06-01 | 14.89152056725030 |
| 2017-07-01 | 14.47594243867600 |
| 2017-08-01 | 14.35720871376730 |
| 2017-09-01 | 14.38814702961980 |
| 2017-10-01 | 14.28172968142720 |
| 2017-11-01 | 13.90798571525890 |
| 2017-12-01 | 13.86578290027280 |
| 2018-01-01 | 13.74320259697160 |
| 2018-02-01 | 14.08703126887920 |
| 2018-03-01 | 14.03360691551960 |
| 2018-04-01 | 14.00469153659350 |
| 2018-05-01 | 14.29811835523380 |
| 2018-06-01 | 14.51882835348740 |
| 2018-07-01 | 14.50679570178260 |
| 2018-08-01 | 14.48074940156570 |
| 2018-09-01 | 14.61731399412530 |
| 2018-10-01 | 14.80941980010740 |
| 2018-11-01 | 14.82143628455450 |
| 2018-12-01 | 14.84924830135430 |
| 2019-01-01 | 14.88604815606360 |
| 2019-02-01 | 14.73654336844170 |
| 2019-03-01 | 15.00060195580870 |
| 2019-04-01 | 15.15983267576650 |
| 2019-05-01 | 15.03970002969720 |
| 2019-06-01 | 15.04953722330750 |
| 2019-07-01 | 15.03977825105440 |
| 2019-08-01 | 15.20544568165080 |
| 2019-09-01 | 15.05285825264380 |
| 2019-10-01 | 14.96860635937150 |
| 2019-11-01 | 14.72953732552860 |
| 2019-12-01 | 15.11332615283820 |
| 2020-01-01 | 15.00610433558710 |
| 2020-02-01 | 14.88875385907000 |
| 2020-03-01 | 14.57631509943530 |
| 2020-04-01 | 11.71285521802360 |
| 2020-05-01 | 13.17706657212030 |
| 2020-06-01 | 13.87272682984250 |
| 2020-07-01 | 13.66928576932150 |
| 2020-08-01 | 13.93743645895790 |
| 2020-09-01 | 13.98380790118760 |
| 2020-10-01 | 14.06023792885600 |
| 2020-11-01 | 14.14946322340410 |
| 2020-12-01 | 14.07137131551470 |
| 2021-01-01 | 14.11495220083190 |
| 2021-02-01 | 13.91411009375450 |
| 2021-03-01 | 14.13354083746280 |
| 2021-04-01 | 14.39747661194020 |
| 2021-05-01 | 14.21903648852540 |
| 2021-06-01 | 14.31208714459910 |
| 2021-07-01 | 14.38878888892880 |
| 2021-08-01 | 14.36312443944880 |
| 2021-09-01 | 14.40031226013570 |
| 2021-10-01 | 14.52957541869950 |
| 2021-11-01 | 14.77137930393050 |
| 2021-12-01 | 14.64768497698680 |
| 2022-01-01 | 14.65759310165910 |
| 2022-02-01 | 14.65285409668310 |
| 2022-03-01 | 14.67809281971730 |
| 2022-04-01 | 14.89010968937130 |
| 2022-05-01 | 14.94529430898340 |
| 2022-06-01 | 14.93645531208100 |
| 2022-07-01 | 14.89817232977790 |
| 2022-08-01 | 14.98825644281040 |
| 2022-09-01 | 15.00815430619160 |
| 2022-10-01 | 14.98702649253390 |
| 2022-11-01 | 15.00545348333780 |
| 2022-12-01 | 15.04209974568750 |
| 2023-01-01 | 15.12053412165430 |
| 2023-02-01 | 15.19150955856590 |
| 2023-03-01 | 15.00891025231750 |
| 2023-04-01 | 14.99279560772020 |
| 2023-05-01 | 15.06647460789030 |
| 2023-06-01 | 15.25619296203530 |
| 2023-07-01 | 15.11287769435370 |
| 2023-08-01 | 15.01157144773880 |
| 2023-09-01 | 15.11637304270970 |
| 2023-10-01 | 14.91493920926680 |
| 2023-11-01 | 14.93114833335660 |
| 2023-12-01 | 15.04034064954000 |
| 2024-01-01 | 15.20396129092960 |
| 2024-02-01 | 15.44514477432590 |
| 2024-03-01 | 15.44946787779040 |
| 2024-04-01 | 15.19441986386290 |
| 2024-05-01 | 15.48099787324680 |
| 2024-06-01 | 15.46863524025800 |
| 2024-07-01 | 15.73157411851120 |
| 2024-08-01 | 15.72652072941620 |
| 2024-09-01 | 15.72304216525560 |
| 2024-10-01 | 15.83746050814790 |
| 2024-11-01 | 15.74894003864910 |
| 2024-12-01 | 15.93811422405610 |
| 2025-01-01 | 15.68678814517710 |
| 2025-02-01 | 15.91433730433260 |
| 2025-03-01 | 15.89484966565890 |
| 2025-04-01 | 15.79217256484530 |
| 2025-05-01 | 15.89823148056440 |
| 2025-06-01 | 15.99438669778560 |
| 2025-07-01 | 15.95143516440180 |
| 2025-08-01 | 16.13640866786110 |
| 2025-09-01 | 16.23144662014420 |
| 2025-10-01 | 16.33629193026870 |
| 2025-11-01 | 16.54974557777930 |
| 2025-12-01 | 16.52870035842200 |
| 2026-01-01 | 16.78394697127230 |
| 2026-02-01 | 16.70214412056960 |
| 2026-03-01 | 16.86598210299450 |
| 2026-04-01 | 16.88995711031950 |
| 2026-05-01 | 16.70665514797250 |