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 2026-07-01 |
| Last Updated | 2026-08-21 7:47 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 | 10.84068182396020 |
| 1990-02-01 | 10.90085124024500 |
| 1990-03-01 | 11.19039552023460 |
| 1990-04-01 | 11.01528186304970 |
| 1990-05-01 | 10.90248219260650 |
| 1990-06-01 | 10.81435722548480 |
| 1990-07-01 | 10.63410580890630 |
| 1990-08-01 | 10.62034268158260 |
| 1990-09-01 | 10.50000870162220 |
| 1990-10-01 | 10.26745230539780 |
| 1990-11-01 | 10.40796655685660 |
| 1990-12-01 | 10.18670430135960 |
| 1991-01-01 | 10.45115379450260 |
| 1991-02-01 | 10.22402558658440 |
| 1991-03-01 | 10.19818510622270 |
| 1991-04-01 | 10.02392841691740 |
| 1991-05-01 | 9.89426742427595 |
| 1991-06-01 | 9.80919048680956 |
| 1991-07-01 | 9.90765686174261 |
| 1991-08-01 | 9.91660955068992 |
| 1991-09-01 | 9.78763869211393 |
| 1991-10-01 | 9.86160902961180 |
| 1991-11-01 | 9.90056118603829 |
| 1991-12-01 | 10.09084222507060 |
| 1992-01-01 | 10.37762372944300 |
| 1992-02-01 | 10.16804633598790 |
| 1992-03-01 | 10.10161178344820 |
| 1992-04-01 | 10.24468793753490 |
| 1992-05-01 | 10.28532730311250 |
| 1992-06-01 | 10.38562426003010 |
| 1992-07-01 | 10.16136535731430 |
| 1992-08-01 | 10.20634920865730 |
| 1992-09-01 | 10.36327252723330 |
| 1992-10-01 | 10.44944022131960 |
| 1992-11-01 | 10.41049499735500 |
| 1992-12-01 | 10.50606202337710 |
| 1993-01-01 | 10.72409224440080 |
| 1993-02-01 | 10.62779261755430 |
| 1993-03-01 | 10.20629460569710 |
| 1993-04-01 | 10.45160106501140 |
| 1993-05-01 | 10.56717810183040 |
| 1993-06-01 | 10.53718341875890 |
| 1993-07-01 | 10.82354816709560 |
| 1993-08-01 | 10.89773225005820 |
| 1993-09-01 | 10.93100695396130 |
| 1993-10-01 | 11.13591377420490 |
| 1993-11-01 | 11.12329247418460 |
| 1993-12-01 | 11.24066084412680 |
| 1994-01-01 | 11.27646709840620 |
| 1994-02-01 | 11.28066639152750 |
| 1994-03-01 | 11.50550573436220 |
| 1994-04-01 | 11.75847280029120 |
| 1994-05-01 | 11.96005589219300 |
| 1994-06-01 | 11.98852645618320 |
| 1994-07-01 | 12.28170371263010 |
| 1994-08-01 | 12.06703872841060 |
| 1994-09-01 | 12.19858350872530 |
| 1994-10-01 | 12.12255440458640 |
| 1994-11-01 | 12.35004362197130 |
| 1994-12-01 | 12.49486639780490 |
| 1995-01-01 | 12.12385237406200 |
| 1995-02-01 | 12.12637616543500 |
| 1995-03-01 | 12.31838826407880 |
| 1995-04-01 | 12.13618687908360 |
| 1995-05-01 | 12.14171872918390 |
| 1995-06-01 | 12.22954305493760 |
| 1995-07-01 | 12.15978503906090 |
| 1995-08-01 | 12.14504287783320 |
| 1995-09-01 | 12.18473712401600 |
| 1995-10-01 | 12.12865966390830 |
| 1995-11-01 | 12.16699911019830 |
| 1995-12-01 | 12.33996335612950 |
| 1996-01-01 | 12.54591050807270 |
| 1996-02-01 | 12.74875643909000 |
| 1996-03-01 | 12.93750353063370 |
| 1996-04-01 | 13.02612071431010 |
| 1996-05-01 | 13.03305406222290 |
| 1996-06-01 | 13.08350925625320 |
| 1996-07-01 | 13.02655645476220 |
| 1996-08-01 | 13.21224999900670 |
| 1996-09-01 | 13.29083662361850 |
| 1996-10-01 | 13.44812064648620 |
| 1996-11-01 | 13.38748841682540 |
| 1996-12-01 | 13.37301217571360 |
| 1997-01-01 | 13.36036507429510 |
| 1997-02-01 | 13.46373917400350 |
| 1997-03-01 | 13.46196011667780 |
| 1997-04-01 | 13.50322163315860 |
| 1997-05-01 | 13.50648667697760 |
| 1997-06-01 | 13.43879183431240 |
| 1997-07-01 | 13.81299806249300 |
| 1997-08-01 | 14.00275730289350 |
| 1997-09-01 | 14.00342259324420 |
| 1997-10-01 | 13.96818922696850 |
| 1997-11-01 | 13.69562033279900 |
| 1997-12-01 | 13.78546214090000 |
| 1998-01-01 | 14.07436010788200 |
| 1998-02-01 | 14.07360055551000 |
| 1998-03-01 | 13.97814959141010 |
| 1998-04-01 | 14.21146243188920 |
| 1998-05-01 | 14.18650124370730 |
| 1998-06-01 | 14.21211526185470 |
| 1998-07-01 | 14.07620669267590 |
| 1998-08-01 | 14.07313028059880 |
| 1998-09-01 | 14.11608458594640 |
| 1998-10-01 | 14.29428662438280 |
| 1998-11-01 | 14.40260849692900 |
| 1998-12-01 | 14.68325483464280 |
| 1999-01-01 | 14.10031335420400 |
| 1999-02-01 | 14.60427876966860 |
| 1999-03-01 | 14.29579416394080 |
| 1999-04-01 | 14.42526887085850 |
| 1999-05-01 | 14.55205400178400 |
| 1999-06-01 | 14.59056217710700 |
| 1999-07-01 | 14.93286847334990 |
| 1999-08-01 | 14.84439697995460 |
| 1999-09-01 | 14.81189941899470 |
| 1999-10-01 | 14.93402685543280 |
| 1999-11-01 | 15.10662195945730 |
| 1999-12-01 | 15.06416721673960 |
| 2000-01-01 | 15.03248838974100 |
| 2000-02-01 | 15.14265210020830 |
| 2000-03-01 | 15.50874711339050 |
| 2000-04-01 | 15.45061832757430 |
| 2000-05-01 | 15.32890155284470 |
| 2000-06-01 | 15.18941973781790 |
| 2000-07-01 | 14.78141426514180 |
| 2000-08-01 | 14.69620504152030 |
| 2000-09-01 | 14.89094457310830 |
| 2000-10-01 | 14.76851535499920 |
| 2000-11-01 | 14.71613875381190 |
| 2000-12-01 | 14.54196922671310 |
| 2001-01-01 | 14.67962043451500 |
| 2001-02-01 | 14.79475460376240 |
| 2001-03-01 | 14.90873901833400 |
| 2001-04-01 | 14.65542583649730 |
| 2001-05-01 | 14.70969777414760 |
| 2001-06-01 | 14.80157937795190 |
| 2001-07-01 | 14.75157481478050 |
| 2001-08-01 | 14.75796849362340 |
| 2001-09-01 | 14.45263651537080 |
| 2001-10-01 | 14.48328035429010 |
| 2001-11-01 | 14.42898821565430 |
| 2001-12-01 | 14.53195942888220 |
| 2002-01-01 | 14.32081376572610 |
| 2002-02-01 | 14.22951819764650 |
| 2002-03-01 | 14.10339310086740 |
| 2002-04-01 | 13.25360301166240 |
| 2002-05-01 | 13.50513523497360 |
| 2002-06-01 | 13.62316368031670 |
| 2002-07-01 | 13.83849944659510 |
| 2002-08-01 | 14.02430798571890 |
| 2002-09-01 | 13.92149887967030 |
| 2002-10-01 | 13.69342911621780 |
| 2002-11-01 | 13.73012252980020 |
| 2002-12-01 | 13.72471944218200 |
| 2003-01-01 | 14.15066372115080 |
| 2003-02-01 | 13.84710969805590 |
| 2003-03-01 | 13.79748154977740 |
| 2003-04-01 | 14.04217884624840 |
| 2003-05-01 | 13.89747087142550 |
| 2003-06-01 | 13.73790695179340 |
| 2003-07-01 | 13.55379500317700 |
| 2003-08-01 | 13.82884175813870 |
| 2003-09-01 | 13.89838713282330 |
| 2003-10-01 | 14.00259618865650 |
| 2003-11-01 | 13.92946037529170 |
| 2003-12-01 | 14.01907919784400 |
| 2004-01-01 | 13.84251727820170 |
| 2004-02-01 | 13.72846687403510 |
| 2004-03-01 | 13.88986944817220 |
| 2004-04-01 | 13.83253573314480 |
| 2004-05-01 | 13.79662017532320 |
| 2004-06-01 | 13.85146322886030 |
| 2004-07-01 | 14.08943938411590 |
| 2004-08-01 | 14.07043338423100 |
| 2004-09-01 | 14.00689798223090 |
| 2004-10-01 | 14.10924779014970 |
| 2004-11-01 | 13.99787043885520 |
| 2004-12-01 | 14.00437449354910 |
| 2005-01-01 | 14.01109421009220 |
| 2005-02-01 | 14.09028574060840 |
| 2005-03-01 | 13.76854663203210 |
| 2005-04-01 | 14.24441745223610 |
| 2005-05-01 | 14.30059940424300 |
| 2005-06-01 | 14.35860908206720 |
| 2005-07-01 | 14.34085619958970 |
| 2005-08-01 | 14.43974449537890 |
| 2005-09-01 | 14.52433794854240 |
| 2005-10-01 | 14.40149506700680 |
| 2005-11-01 | 14.76239406461320 |
| 2005-12-01 | 14.61352160199770 |
| 2006-01-01 | 14.65192594256750 |
| 2006-02-01 | 14.61782937997780 |
| 2006-03-01 | 15.03778030673710 |
| 2006-04-01 | 15.27609246015560 |
| 2006-05-01 | 15.10889771585320 |
| 2006-06-01 | 15.07305520190280 |
| 2006-07-01 | 14.78868051307500 |
| 2006-08-01 | 14.91191966278950 |
| 2006-09-01 | 14.96570263753590 |
| 2006-10-01 | 14.89606686246440 |
| 2006-11-01 | 14.72430710083200 |
| 2006-12-01 | 14.92603829208890 |
| 2007-01-01 | 14.76604744540000 |
| 2007-02-01 | 14.22829176976400 |
| 2007-03-01 | 14.50669075549540 |
| 2007-04-01 | 14.41792482507590 |
| 2007-05-01 | 14.32737169165000 |
| 2007-06-01 | 14.39860828292320 |
| 2007-07-01 | 14.33604263282910 |
| 2007-08-01 | 14.17192107102590 |
| 2007-09-01 | 14.10391519785220 |
| 2007-10-01 | 14.09378658576200 |
| 2007-11-01 | 14.20348170540260 |
| 2007-12-01 | 14.03711464602820 |
| 2008-01-01 | 13.86187841412460 |
| 2008-02-01 | 13.63712358184130 |
| 2008-03-01 | 13.28461983042470 |
| 2008-04-01 | 13.24356906712650 |
| 2008-05-01 | 13.35672310082500 |
| 2008-06-01 | 13.34172433774180 |
| 2008-07-01 | 13.27359583978820 |
| 2008-08-01 | 13.31484289616480 |
| 2008-09-01 | 13.34719453765780 |
| 2008-10-01 | 13.29852792004500 |
| 2008-11-01 | 13.09284010550320 |
| 2008-12-01 | 12.73680687759480 |
| 2009-01-01 | 12.65976415328530 |
| 2009-02-01 | 12.66167647405980 |
| 2009-03-01 | 12.55885528258260 |
| 2009-04-01 | 12.35108263577520 |
| 2009-05-01 | 12.29360216258870 |
| 2009-06-01 | 11.88279051501930 |
| 2009-07-01 | 12.01464541870460 |
| 2009-08-01 | 11.73938230859030 |
| 2009-09-01 | 11.58575567298230 |
| 2009-10-01 | 11.59932406926450 |
| 2009-11-01 | 11.39940705905130 |
| 2009-12-01 | 11.33136620612360 |
| 2010-01-01 | 11.58450551786660 |
| 2010-02-01 | 11.80287477841530 |
| 2010-03-01 | 11.84321313663500 |
| 2010-04-01 | 11.44642020512770 |
| 2010-05-01 | 11.21058519120940 |
| 2010-06-01 | 11.20759852852140 |
| 2010-07-01 | 10.93996992780650 |
| 2010-08-01 | 11.04909622948170 |
| 2010-09-01 | 11.01788331965990 |
| 2010-10-01 | 10.91293984962370 |
| 2010-11-01 | 11.12285534682160 |
| 2010-12-01 | 11.13439963012980 |
| 2011-01-01 | 11.04087841225000 |
| 2011-02-01 | 10.96926924471950 |
| 2011-03-01 | 10.92738806728810 |
| 2011-04-01 | 11.01888063161830 |
| 2011-05-01 | 10.81309571598110 |
| 2011-06-01 | 11.00536290247750 |
| 2011-07-01 | 11.56794465036970 |
| 2011-08-01 | 11.74755073144480 |
| 2011-09-01 | 11.83519416812400 |
| 2011-10-01 | 11.53294327866450 |
| 2011-11-01 | 11.85037222482290 |
| 2011-12-01 | 11.92350932499330 |
| 2012-01-01 | 11.92994376788340 |
| 2012-02-01 | 11.87265261729550 |
| 2012-03-01 | 11.83518552429720 |
| 2012-04-01 | 11.69620220714150 |
| 2012-05-01 | 11.38489570327480 |
| 2012-06-01 | 11.28396390835950 |
| 2012-07-01 | 11.07314453319660 |
| 2012-08-01 | 11.04701807850180 |
| 2012-09-01 | 11.04176747570930 |
| 2012-10-01 | 11.24810710247130 |
| 2012-11-01 | 11.26880384594940 |
| 2012-12-01 | 11.42875095731410 |
| 2013-01-01 | 11.44532332525960 |
| 2013-02-01 | 11.49585080583040 |
| 2013-03-01 | 11.33704834694670 |
| 2013-04-01 | 11.27648287279400 |
| 2013-05-01 | 11.44692988285240 |
| 2013-06-01 | 11.47121113016780 |
| 2013-07-01 | 11.37702886350150 |
| 2013-08-01 | 11.33943958411410 |
| 2013-09-01 | 11.32992046649680 |
| 2013-10-01 | 11.32580604794280 |
| 2013-11-01 | 11.36673107030700 |
| 2013-12-01 | 11.46538451575480 |
| 2014-01-01 | 11.70130736592710 |
| 2014-02-01 | 11.94367637406100 |
| 2014-03-01 | 12.24050550681300 |
| 2014-04-01 | 12.55930269038420 |
| 2014-05-01 | 12.67832976272570 |
| 2014-06-01 | 12.96452281405060 |
| 2014-07-01 | 13.16318178493740 |
| 2014-08-01 | 13.23734619419730 |
| 2014-09-01 | 13.10500953906840 |
| 2014-10-01 | 12.87879582814010 |
| 2014-11-01 | 12.87644861699680 |
| 2014-12-01 | 12.93974392388050 |
| 2015-01-01 | 12.77194711397320 |
| 2015-02-01 | 12.58010786716640 |
| 2015-03-01 | 12.52217296241200 |
| 2015-04-01 | 12.63484434006060 |
| 2015-05-01 | 12.72499295987550 |
| 2015-06-01 | 12.66309739208710 |
| 2015-07-01 | 12.55143053971280 |
| 2015-08-01 | 12.53626870932750 |
| 2015-09-01 | 12.78302226466680 |
| 2015-10-01 | 12.92621252610950 |
| 2015-11-01 | 13.28220351043720 |
| 2015-12-01 | 13.70745642736250 |
| 2016-01-01 | 13.43660809804950 |
| 2016-02-01 | 13.41686931131150 |
| 2016-03-01 | 13.30575617651840 |
| 2016-04-01 | 12.99590582574880 |
| 2016-05-01 | 12.57848779794810 |
| 2016-06-01 | 12.76420606761760 |
| 2016-07-01 | 12.95250085697180 |
| 2016-08-01 | 13.14579180369770 |
| 2016-09-01 | 13.17594135441320 |
| 2016-10-01 | 13.39713198990360 |
| 2016-11-01 | 13.50090493787440 |
| 2016-12-01 | 13.15155476308640 |
| 2017-01-01 | 13.25925725484900 |
| 2017-02-01 | 13.40455161462300 |
| 2017-03-01 | 13.36682682793480 |
| 2017-04-01 | 14.15808800423560 |
| 2017-05-01 | 14.48045941550560 |
| 2017-06-01 | 14.89131408205230 |
| 2017-07-01 | 14.47618997864040 |
| 2017-08-01 | 14.35689399411800 |
| 2017-09-01 | 14.38780023160230 |
| 2017-10-01 | 14.28129511594930 |
| 2017-11-01 | 13.90866186655470 |
| 2017-12-01 | 13.86522022982560 |
| 2018-01-01 | 13.74267937139340 |
| 2018-02-01 | 14.08775713734480 |
| 2018-03-01 | 14.03310448301080 |
| 2018-04-01 | 14.00640571450920 |
| 2018-05-01 | 14.29839009084210 |
| 2018-06-01 | 14.51815141693940 |
| 2018-07-01 | 14.50709066262750 |
| 2018-08-01 | 14.47998886940050 |
| 2018-09-01 | 14.61650500073380 |
| 2018-10-01 | 14.80853306190550 |
| 2018-11-01 | 14.82319773499890 |
| 2018-12-01 | 14.84846106470260 |
| 2019-01-01 | 14.88540111929500 |
| 2019-02-01 | 14.73772624524370 |
| 2019-03-01 | 14.99990322433970 |
| 2019-04-01 | 15.16297975727420 |
| 2019-05-01 | 15.03957064204990 |
| 2019-06-01 | 15.04814805105400 |
| 2019-07-01 | 15.03987309569190 |
| 2019-08-01 | 15.20410200683510 |
| 2019-09-01 | 15.05158297308400 |
| 2019-10-01 | 14.96736732492940 |
| 2019-11-01 | 14.73194833801880 |
| 2019-12-01 | 15.11257533684490 |
| 2020-01-01 | 15.00577916996440 |
| 2020-02-01 | 14.89090350256370 |
| 2020-03-01 | 14.57605522957480 |
| 2020-04-01 | 11.71783952563140 |
| 2020-05-01 | 13.17707484670880 |
| 2020-06-01 | 13.86696634253650 |
| 2020-07-01 | 13.66941991830120 |
| 2020-08-01 | 13.93610323828390 |
| 2020-09-01 | 13.98238533046920 |
| 2020-10-01 | 14.05867846223090 |
| 2020-11-01 | 14.15239057447690 |
| 2020-12-01 | 14.07044717767700 |
| 2021-01-01 | 14.11478665644860 |
| 2021-02-01 | 13.91727479289820 |
| 2021-03-01 | 14.13762410351730 |
| 2021-04-01 | 14.40445226363290 |
| 2021-05-01 | 14.22011938972870 |
| 2021-06-01 | 14.29493967765780 |
| 2021-07-01 | 14.38980752252120 |
| 2021-08-01 | 14.36239584534490 |
| 2021-09-01 | 14.39920090688620 |
| 2021-10-01 | 14.52835549083580 |
| 2021-11-01 | 14.77448819203450 |
| 2021-12-01 | 14.64802808859200 |
| 2022-01-01 | 14.65461560038280 |
| 2022-02-01 | 14.65904786048330 |
| 2022-03-01 | 14.68820638138970 |
| 2022-04-01 | 14.89973316679440 |
| 2022-05-01 | 14.94742827942580 |
| 2022-06-01 | 14.90747610674710 |
| 2022-07-01 | 14.89869236778110 |
| 2022-08-01 | 14.98714035179140 |
| 2022-09-01 | 15.00656975290990 |
| 2022-10-01 | 14.98557239125390 |
| 2022-11-01 | 15.00837938865570 |
| 2022-12-01 | 15.04364683985930 |
| 2023-01-01 | 15.11533774985250 |
| 2023-02-01 | 15.20149394160250 |
| 2023-03-01 | 15.02776020778280 |
| 2023-04-01 | 15.00825622693860 |
| 2023-05-01 | 15.06987258245040 |
| 2023-06-01 | 15.21310283435120 |
| 2023-07-01 | 15.10981051010890 |
| 2023-08-01 | 15.00877664248390 |
| 2023-09-01 | 15.11406946766920 |
| 2023-10-01 | 14.91352071863070 |
| 2023-11-01 | 14.93336624445690 |
| 2023-12-01 | 15.04321444806870 |
| 2024-01-01 | 15.19631293758020 |
| 2024-02-01 | 15.45823995187330 |
| 2024-03-01 | 15.47461796770260 |
| 2024-04-01 | 15.21783108110290 |
| 2024-05-01 | 15.48930440634370 |
| 2024-06-01 | 15.41483255547630 |
| 2024-07-01 | 15.72702506529860 |
| 2024-08-01 | 15.72028881388920 |
| 2024-09-01 | 15.71852203361190 |
| 2024-10-01 | 15.83455382647450 |
| 2024-11-01 | 15.74939930843770 |
| 2024-12-01 | 15.94043058685770 |
| 2025-01-01 | 15.67806187424930 |
| 2025-02-01 | 15.92858491617670 |
| 2025-03-01 | 15.92594176690490 |
| 2025-04-01 | 15.82451418972150 |
| 2025-05-01 | 15.91194660094680 |
| 2025-06-01 | 15.93156453340780 |
| 2025-07-01 | 15.94749309457530 |
| 2025-08-01 | 16.12645755994700 |
| 2025-09-01 | 16.22455631448270 |
| 2025-10-01 | 16.33191052475530 |
| 2025-11-01 | 16.54865475488870 |
| 2025-12-01 | 16.53072914410490 |
| 2026-01-01 | 16.77262956275460 |
| 2026-02-01 | 16.71635383118650 |
| 2026-03-01 | 16.89805416422660 |
| 2026-04-01 | 16.92817304128780 |
| 2026-05-01 | 16.82496862870200 |
| 2026-06-01 | 16.94389471209220 |
| 2026-07-01 | 16.96609817932830 |