Table Data - All Employees: Mining, Logging, and Construction in Allentown-Bethlehem-Easton, PA-NJ (MSA)
| Title | All Employees: Mining, Logging, and Construction in Allentown-Bethlehem-Easton, PA-NJ (MSA) |
|---|---|
| Series ID | ALLE942NRMN |
| 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 2024-12-01 |
| Last Updated | 2025-01-29 5:22 AM CST |
| 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 | 14.001997267294000 |
| 1990-02-01 | 13.821144867872501 |
| 1990-03-01 | 13.972815402428100 |
| 1990-04-01 | 13.947080981303100 |
| 1990-05-01 | 13.742279351180300 |
| 1990-06-01 | 13.932692236307100 |
| 1990-07-01 | 13.835722418384900 |
| 1990-08-01 | 13.599993261181300 |
| 1990-09-01 | 13.690838280507500 |
| 1990-10-01 | 13.625700275253001 |
| 1990-11-01 | 13.386801125682599 |
| 1990-12-01 | 13.158419875545500 |
| 1991-01-01 | 12.792657755019100 |
| 1991-02-01 | 12.910220038635700 |
| 1991-03-01 | 12.476854987835100 |
| 1991-04-01 | 12.737603744307401 |
| 1991-05-01 | 12.832176737996399 |
| 1991-06-01 | 12.634963090405400 |
| 1991-07-01 | 12.437594596733199 |
| 1991-08-01 | 12.615909113996501 |
| 1991-09-01 | 12.398540297867598 |
| 1991-10-01 | 12.146849371234698 |
| 1991-11-01 | 12.101278797853801 |
| 1991-12-01 | 11.947257530447600 |
| 1992-01-01 | 11.770348900504802 |
| 1992-02-01 | 11.580126900904801 |
| 1992-03-01 | 11.485668325916300 |
| 1992-04-01 | 10.922420895964000 |
| 1992-05-01 | 11.014735544443200 |
| 1992-06-01 | 10.950186279359801 |
| 1992-07-01 | 10.941071795360400 |
| 1992-08-01 | 10.931428215372698 |
| 1992-09-01 | 10.812863767969100 |
| 1992-10-01 | 10.883073650422000 |
| 1992-11-01 | 10.927350546677600 |
| 1992-12-01 | 10.839126931186199 |
| 1993-01-01 | 11.137989846401698 |
| 1993-02-01 | 11.539407523044200 |
| 1993-03-01 | 11.077068846374303 |
| 1993-04-01 | 11.102006163760800 |
| 1993-05-01 | 11.204681991925600 |
| 1993-06-01 | 11.066705194215100 |
| 1993-07-01 | 11.138643132905700 |
| 1993-08-01 | 10.962492952327398 |
| 1993-09-01 | 10.930506785410600 |
| 1993-10-01 | 11.122139569400700 |
| 1993-11-01 | 11.052103207864200 |
| 1993-12-01 | 11.250821361910301 |
| 1994-01-01 | 11.087406184807199 |
| 1994-02-01 | 11.183113841752698 |
| 1994-03-01 | 10.859759054868500 |
| 1994-04-01 | 11.492611528455500 |
| 1994-05-01 | 11.797945654903800 |
| 1994-06-01 | 11.694331299675900 |
| 1994-07-01 | 11.519447044691300 |
| 1994-08-01 | 11.796134300948100 |
| 1994-09-01 | 11.962046803437900 |
| 1994-10-01 | 11.742851649512200 |
| 1994-11-01 | 11.875182733533500 |
| 1994-12-01 | 11.965164356801300 |
| 1995-01-01 | 11.850415816222801 |
| 1995-02-01 | 11.432183211003700 |
| 1995-03-01 | 11.535270079408800 |
| 1995-04-01 | 11.586285550655901 |
| 1995-05-01 | 11.401893198492902 |
| 1995-06-01 | 11.412940478147500 |
| 1995-07-01 | 11.402299796678400 |
| 1995-08-01 | 11.426899047741802 |
| 1995-09-01 | 11.476006598878000 |
| 1995-10-01 | 11.455332810413699 |
| 1995-11-01 | 11.396584498662900 |
| 1995-12-01 | 11.389211096375500 |
| 1996-01-01 | 11.023437039474300 |
| 1996-02-01 | 11.578186518022301 |
| 1996-03-01 | 11.712976524442698 |
| 1996-04-01 | 11.689632085687098 |
| 1996-05-01 | 11.815466203238302 |
| 1996-06-01 | 11.739256836963500 |
| 1996-07-01 | 11.679994001997600 |
| 1996-08-01 | 11.625518042127600 |
| 1996-09-01 | 11.384893533227698 |
| 1996-10-01 | 11.767505453233400 |
| 1996-11-01 | 11.916944722488400 |
| 1996-12-01 | 11.812667202665300 |
| 1997-01-01 | 12.116534930250400 |
| 1997-02-01 | 12.045175027830698 |
| 1997-03-01 | 12.083175655081300 |
| 1997-04-01 | 11.889908080046501 |
| 1997-05-01 | 11.927713702894700 |
| 1997-06-01 | 11.954238000453500 |
| 1997-07-01 | 12.259634058965500 |
| 1997-08-01 | 12.110460335806800 |
| 1997-09-01 | 11.988399731971299 |
| 1997-10-01 | 12.297500712232802 |
| 1997-11-01 | 12.233746717541000 |
| 1997-12-01 | 12.242409876830802 |
| 1998-01-01 | 12.201099384254300 |
| 1998-02-01 | 12.323239086049302 |
| 1998-03-01 | 12.260370176341500 |
| 1998-04-01 | 12.791466649498000 |
| 1998-05-01 | 12.644315499613100 |
| 1998-06-01 | 12.657864844437698 |
| 1998-07-01 | 12.626402647874400 |
| 1998-08-01 | 12.780137027511700 |
| 1998-09-01 | 12.995746572774500 |
| 1998-10-01 | 13.028585686838500 |
| 1998-11-01 | 12.957061971083200 |
| 1998-12-01 | 13.156667388473899 |
| 1999-01-01 | 13.216628256610301 |
| 1999-02-01 | 13.434232538340400 |
| 1999-03-01 | 13.454928997632100 |
| 1999-04-01 | 13.467063272265902 |
| 1999-05-01 | 13.435020274977100 |
| 1999-06-01 | 13.522803320262499 |
| 1999-07-01 | 14.004125969211700 |
| 1999-08-01 | 13.862907170061600 |
| 1999-09-01 | 13.899999094726699 |
| 1999-10-01 | 13.878763323238600 |
| 1999-11-01 | 14.076004558404600 |
| 1999-12-01 | 14.152876896106902 |
| 2000-01-01 | 14.539333437907699 |
| 2000-02-01 | 14.165479667270400 |
| 2000-03-01 | 14.569481859886400 |
| 2000-04-01 | 14.337482434396500 |
| 2000-05-01 | 14.314604272770099 |
| 2000-06-01 | 14.365320299975801 |
| 2000-07-01 | 14.476960271276800 |
| 2000-08-01 | 14.545990949127901 |
| 2000-09-01 | 14.616610456413300 |
| 2000-10-01 | 14.619334040608098 |
| 2000-11-01 | 14.796999972293401 |
| 2000-12-01 | 14.744346055304899 |
| 2001-01-01 | 14.975158409742100 |
| 2001-02-01 | 14.916700616861300 |
| 2001-03-01 | 14.789377410381999 |
| 2001-04-01 | 14.705582837461100 |
| 2001-05-01 | 14.662201000998198 |
| 2001-06-01 | 14.690214684266600 |
| 2001-07-01 | 14.660189059118700 |
| 2001-08-01 | 14.753152243483800 |
| 2001-09-01 | 14.745590658887402 |
| 2001-10-01 | 14.650501486685600 |
| 2001-11-01 | 14.506226255012100 |
| 2001-12-01 | 14.629762138518900 |
| 2002-01-01 | 14.602539316870000 |
| 2002-02-01 | 14.865874148571502 |
| 2002-03-01 | 15.018203930120300 |
| 2002-04-01 | 15.188036439576099 |
| 2002-05-01 | 15.114340535501700 |
| 2002-06-01 | 15.117039844711900 |
| 2002-07-01 | 15.041415820182500 |
| 2002-08-01 | 14.758965435553200 |
| 2002-09-01 | 14.677339698032400 |
| 2002-10-01 | 14.661369676539199 |
| 2002-11-01 | 14.810145773470900 |
| 2002-12-01 | 14.721254456101802 |
| 2003-01-01 | 14.547209445752198 |
| 2003-02-01 | 14.402829098490200 |
| 2003-03-01 | 14.438951164084001 |
| 2003-04-01 | 14.565806320444500 |
| 2003-05-01 | 14.774700481334600 |
| 2003-06-01 | 14.856715403180000 |
| 2003-07-01 | 14.943385174859600 |
| 2003-08-01 | 15.067882556279700 |
| 2003-09-01 | 15.095601561305699 |
| 2003-10-01 | 15.355611258410802 |
| 2003-11-01 | 15.308209920581600 |
| 2003-12-01 | 15.205288395360300 |
| 2004-01-01 | 15.681643380320100 |
| 2004-02-01 | 15.731092663493600 |
| 2004-03-01 | 16.068444970809300 |
| 2004-04-01 | 15.766882148238802 |
| 2004-05-01 | 15.954017014556598 |
| 2004-06-01 | 15.919722497508700 |
| 2004-07-01 | 15.946301070094400 |
| 2004-08-01 | 16.050069391458198 |
| 2004-09-01 | 16.188682590182500 |
| 2004-10-01 | 16.236875831471500 |
| 2004-11-01 | 16.309130616847302 |
| 2004-12-01 | 16.511395920704500 |
| 2005-01-01 | 16.513894865987600 |
| 2005-02-01 | 16.553409433733400 |
| 2005-03-01 | 16.382783400503400 |
| 2005-04-01 | 16.878990796004600 |
| 2005-05-01 | 16.842860503244000 |
| 2005-06-01 | 17.002880036685600 |
| 2005-07-01 | 17.055486251862700 |
| 2005-08-01 | 16.934520694139600 |
| 2005-09-01 | 16.957824000015098 |
| 2005-10-01 | 16.896722479704400 |
| 2005-11-01 | 17.210177138870900 |
| 2005-12-01 | 17.033787417272700 |
| 2006-01-01 | 17.038658575167900 |
| 2006-02-01 | 17.275019853662100 |
| 2006-03-01 | 17.297794017298700 |
| 2006-04-01 | 17.194638694080000 |
| 2006-05-01 | 16.831636501595900 |
| 2006-06-01 | 16.904529766317697 |
| 2006-07-01 | 16.759484240623100 |
| 2006-08-01 | 16.924948507056502 |
| 2006-09-01 | 16.820032368277598 |
| 2006-10-01 | 16.846145307454400 |
| 2006-11-01 | 16.698389149004498 |
| 2006-12-01 | 16.873950512053600 |
| 2007-01-01 | 16.880680199239900 |
| 2007-02-01 | 16.394081114105500 |
| 2007-03-01 | 16.494891875300300 |
| 2007-04-01 | 16.484798395254700 |
| 2007-05-01 | 16.716202286542400 |
| 2007-06-01 | 16.717598113936700 |
| 2007-07-01 | 16.778971215689303 |
| 2007-08-01 | 16.842942788602200 |
| 2007-09-01 | 16.690127355934600 |
| 2007-10-01 | 16.484354604986300 |
| 2007-11-01 | 16.376635527271900 |
| 2007-12-01 | 16.000107541540900 |
| 2008-01-01 | 16.214805251310700 |
| 2008-02-01 | 16.123097160509800 |
| 2008-03-01 | 16.089462517553898 |
| 2008-04-01 | 15.867333321771600 |
| 2008-05-01 | 16.083666723532900 |
| 2008-06-01 | 16.140686663238400 |
| 2008-07-01 | 15.904036859983700 |
| 2008-08-01 | 15.578150649066801 |
| 2008-09-01 | 15.475777568040400 |
| 2008-10-01 | 15.340018759878198 |
| 2008-11-01 | 14.847505730680098 |
| 2008-12-01 | 14.525340425841401 |
| 2009-01-01 | 14.333066069327801 |
| 2009-02-01 | 14.140085668502900 |
| 2009-03-01 | 13.861778925505302 |
| 2009-04-01 | 13.534629174019400 |
| 2009-05-01 | 13.247179846591001 |
| 2009-06-01 | 12.864770909092100 |
| 2009-07-01 | 12.751119217721800 |
| 2009-08-01 | 12.544039774049600 |
| 2009-09-01 | 12.375446327774998 |
| 2009-10-01 | 12.407968481521499 |
| 2009-11-01 | 12.423713178371802 |
| 2009-12-01 | 12.341007071942801 |
| 2010-01-01 | 12.122713072892099 |
| 2010-02-01 | 12.037458112417400 |
| 2010-03-01 | 12.015587689875200 |
| 2010-04-01 | 12.197270983791500 |
| 2010-05-01 | 12.117426763034000 |
| 2010-06-01 | 12.200673727183199 |
| 2010-07-01 | 12.206588752114198 |
| 2010-08-01 | 12.320066387212600 |
| 2010-09-01 | 12.390241726684500 |
| 2010-10-01 | 12.399011869450400 |
| 2010-11-01 | 12.386709901261000 |
| 2010-12-01 | 12.348860459623600 |
| 2011-01-01 | 12.197052611077400 |
| 2011-02-01 | 12.224769790620700 |
| 2011-03-01 | 12.366702577195301 |
| 2011-04-01 | 12.353626222557500 |
| 2011-05-01 | 12.400109195496700 |
| 2011-06-01 | 12.431035430634802 |
| 2011-07-01 | 12.479098319530099 |
| 2011-08-01 | 12.478906665692401 |
| 2011-09-01 | 12.510399613139699 |
| 2011-10-01 | 12.394652852126000 |
| 2011-11-01 | 12.465354653371800 |
| 2011-12-01 | 12.442750284092200 |
| 2012-01-01 | 12.556612060978198 |
| 2012-02-01 | 12.809355717178800 |
| 2012-03-01 | 12.631433918098700 |
| 2012-04-01 | 12.332873967222302 |
| 2012-05-01 | 11.986496256145802 |
| 2012-06-01 | 12.158181860787000 |
| 2012-07-01 | 12.033581094947099 |
| 2012-08-01 | 11.909030989998000 |
| 2012-09-01 | 11.934658969450000 |
| 2012-10-01 | 12.002832061246600 |
| 2012-11-01 | 12.048190628418600 |
| 2012-12-01 | 12.136923929269098 |
| 2013-01-01 | 12.309527786480698 |
| 2013-02-01 | 12.399339682616198 |
| 2013-03-01 | 12.318096559553402 |
| 2013-04-01 | 12.216980627374001 |
| 2013-05-01 | 12.285913124113100 |
| 2013-06-01 | 12.277091609242001 |
| 2013-07-01 | 12.357913358182099 |
| 2013-08-01 | 12.412643555497400 |
| 2013-09-01 | 12.660440300764801 |
| 2013-10-01 | 12.816215919308698 |
| 2013-11-01 | 12.754208079716400 |
| 2013-12-01 | 12.734795946593600 |
| 2014-01-01 | 12.774565083939100 |
| 2014-02-01 | 12.766432914944598 |
| 2014-03-01 | 12.604539940865300 |
| 2014-04-01 | 13.117738229551101 |
| 2014-05-01 | 13.197882909451002 |
| 2014-06-01 | 13.198044852350900 |
| 2014-07-01 | 13.061939130074197 |
| 2014-08-01 | 13.197623377679700 |
| 2014-09-01 | 13.092197444971301 |
| 2014-10-01 | 13.035083446707500 |
| 2014-11-01 | 12.957704721947300 |
| 2014-12-01 | 12.926890119876699 |
| 2015-01-01 | 12.756296436499099 |
| 2015-02-01 | 12.525277893970198 |
| 2015-03-01 | 12.401075779247801 |
| 2015-04-01 | 12.716538360629500 |
| 2015-05-01 | 12.926385313376601 |
| 2015-06-01 | 12.813655476946302 |
| 2015-07-01 | 12.848501720310900 |
| 2015-08-01 | 12.870651633314099 |
| 2015-09-01 | 12.914926812819200 |
| 2015-10-01 | 13.464590904477800 |
| 2015-11-01 | 13.285947812018199 |
| 2015-12-01 | 13.217893666205098 |
| 2016-01-01 | 13.343980165400000 |
| 2016-02-01 | 13.163625143427800 |
| 2016-03-01 | 13.193689206227500 |
| 2016-04-01 | 13.322173851298801 |
| 2016-05-01 | 13.149186553750000 |
| 2016-06-01 | 13.124053503396402 |
| 2016-07-01 | 13.338339331319700 |
| 2016-08-01 | 13.354634630021000 |
| 2016-09-01 | 13.239765199891300 |
| 2016-10-01 | 13.100800634422200 |
| 2016-11-01 | 13.007416476571800 |
| 2016-12-01 | 13.121196179799900 |
| 2017-01-01 | 13.115224579579100 |
| 2017-02-01 | 13.390099373561899 |
| 2017-03-01 | 13.394264325620899 |
| 2017-04-01 | 13.224946936559801 |
| 2017-05-01 | 13.375397745905600 |
| 2017-06-01 | 13.434110908234802 |
| 2017-07-01 | 13.324948414212802 |
| 2017-08-01 | 13.450533585209902 |
| 2017-09-01 | 13.351050198422898 |
| 2017-10-01 | 13.441046649728598 |
| 2017-11-01 | 13.546711224687900 |
| 2017-12-01 | 13.528906042732599 |
| 2018-01-01 | 13.377030514922499 |
| 2018-02-01 | 13.508877542671799 |
| 2018-03-01 | 13.489909453252500 |
| 2018-04-01 | 13.423276836682000 |
| 2018-05-01 | 13.384192967430598 |
| 2018-06-01 | 13.544010847506799 |
| 2018-07-01 | 13.735596706675802 |
| 2018-08-01 | 13.672228994627900 |
| 2018-09-01 | 13.866296987645700 |
| 2018-10-01 | 13.870269820762301 |
| 2018-11-01 | 13.757577441064100 |
| 2018-12-01 | 13.928262498417300 |
| 2019-01-01 | 14.045836252256901 |
| 2019-02-01 | 13.953951170194099 |
| 2019-03-01 | 13.883882530575399 |
| 2019-04-01 | 13.905193703523901 |
| 2019-05-01 | 13.891163928832600 |
| 2019-06-01 | 13.654084544226802 |
| 2019-07-01 | 13.446913944914000 |
| 2019-08-01 | 13.505084317953200 |
| 2019-09-01 | 13.379934348613600 |
| 2019-10-01 | 13.395357379377902 |
| 2019-11-01 | 13.473590182252500 |
| 2019-12-01 | 13.321540062188301 |
| 2020-01-01 | 13.516073577170902 |
| 2020-02-01 | 13.617076468367400 |
| 2020-03-01 | 13.568810408166302 |
| 2020-04-01 | 7.673067565514540 |
| 2020-05-01 | 11.677889872131800 |
| 2020-06-01 | 12.361935836528401 |
| 2020-07-01 | 12.575541619837999 |
| 2020-08-01 | 12.752118335064600 |
| 2020-09-01 | 12.916620860251300 |
| 2020-10-01 | 12.907357262655198 |
| 2020-11-01 | 12.774230745139300 |
| 2020-12-01 | 13.110467153388800 |
| 2021-01-01 | 13.182176785824199 |
| 2021-02-01 | 12.895246489925300 |
| 2021-03-01 | 13.239967331905198 |
| 2021-04-01 | 13.447412093782900 |
| 2021-05-01 | 13.381957109981402 |
| 2021-06-01 | 13.371827919466000 |
| 2021-07-01 | 13.483806365174198 |
| 2021-08-01 | 13.488067601846799 |
| 2021-09-01 | 13.651750647181300 |
| 2021-10-01 | 13.718240025997100 |
| 2021-11-01 | 13.900511361264200 |
| 2021-12-01 | 13.996205986402499 |
| 2022-01-01 | 13.752316404381899 |
| 2022-02-01 | 13.773851268047200 |
| 2022-03-01 | 13.896989406886300 |
| 2022-04-01 | 13.927515022363998 |
| 2022-05-01 | 13.882258605222000 |
| 2022-06-01 | 13.878892608754300 |
| 2022-07-01 | 13.898555026863000 |
| 2022-08-01 | 13.918252105462699 |
| 2022-09-01 | 13.892209821993600 |
| 2022-10-01 | 13.921403050318000 |
| 2022-11-01 | 14.021468227264400 |
| 2022-12-01 | 13.980464315261300 |
| 2023-01-01 | 14.032932120081300 |
| 2023-02-01 | 14.158428804424501 |
| 2023-03-01 | 14.049908651560000 |
| 2023-04-01 | 14.021063973695500 |
| 2023-05-01 | 13.994924660102000 |
| 2023-06-01 | 13.882891756598001 |
| 2023-07-01 | 13.698077078908101 |
| 2023-08-01 | 13.633342984220600 |
| 2023-09-01 | 13.619667419083800 |
| 2023-10-01 | 13.723573281148200 |
| 2023-11-01 | 13.552529129988300 |
| 2023-12-01 | 13.374907515794801 |
| 2024-01-01 | 13.714728976428200 |
| 2024-02-01 | 13.843402373420300 |
| 2024-03-01 | 13.718989787882400 |
| 2024-04-01 | 13.516049209779599 |
| 2024-05-01 | 13.495132995537100 |
| 2024-06-01 | 13.584062353459402 |
| 2024-07-01 | 13.706715978112099 |
| 2024-08-01 | 13.840593784082401 |
| 2024-09-01 | 13.638109411989902 |
| 2024-10-01 | 13.619024653153100 |
| 2024-11-01 | 13.573170763784600 |
| 2024-12-01 | 13.679887180775001 |
