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 2024-09-01 |
| Last Updated | 2024-10-23 4:42 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 | 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 | 12.233746717540901 |
| 1997-12-01 | 12.242409876830802 |
| 1998-01-01 | 12.201099384254300 |
| 1998-02-01 | 12.323239086049302 |
| 1998-03-01 | 12.260370176341600 |
| 1998-04-01 | 12.791466649498000 |
| 1998-05-01 | 12.644315499613100 |
| 1998-06-01 | 12.657864844437801 |
| 1998-07-01 | 12.626402647874501 |
| 1998-08-01 | 12.780137027511700 |
| 1998-09-01 | 12.995746572774400 |
| 1998-10-01 | 13.028585686838401 |
| 1998-11-01 | 12.957061971083100 |
| 1998-12-01 | 13.156667388473899 |
| 1999-01-01 | 13.216628256610301 |
| 1999-02-01 | 13.434232538340499 |
| 1999-03-01 | 13.454928997632301 |
| 1999-04-01 | 13.467063272266000 |
| 1999-05-01 | 13.435020274977200 |
| 1999-06-01 | 13.522803320262598 |
| 1999-07-01 | 14.004125969211800 |
| 1999-08-01 | 13.862907170061500 |
| 1999-09-01 | 13.899999094726601 |
| 1999-10-01 | 13.878763323238400 |
| 1999-11-01 | 14.076004558403900 |
| 1999-12-01 | 14.152876896106601 |
| 2000-01-01 | 14.539333437907500 |
| 2000-02-01 | 14.165479667272198 |
| 2000-03-01 | 14.569481859886501 |
| 2000-04-01 | 14.337482434396600 |
| 2000-05-01 | 14.314604272770099 |
| 2000-06-01 | 14.365320299975700 |
| 2000-07-01 | 14.476960271276699 |
| 2000-08-01 | 14.545990949127800 |
| 2000-09-01 | 14.616610456413300 |
| 2000-10-01 | 14.619334040608400 |
| 2000-11-01 | 14.796999972293198 |
| 2000-12-01 | 14.744346055305100 |
| 2001-01-01 | 14.975158409741700 |
| 2001-02-01 | 14.916700616862700 |
| 2001-03-01 | 14.789377410378801 |
| 2001-04-01 | 14.705582837455301 |
| 2001-05-01 | 14.662201000993399 |
| 2001-06-01 | 14.690214684265301 |
| 2001-07-01 | 14.660189059125301 |
| 2001-08-01 | 14.753152243497400 |
| 2001-09-01 | 14.745590658902600 |
| 2001-10-01 | 14.650501486695399 |
| 2001-11-01 | 14.506226255010299 |
| 2001-12-01 | 14.629762138506100 |
| 2002-01-01 | 14.602539316849198 |
| 2002-02-01 | 14.865874148552198 |
| 2002-03-01 | 15.018203930099500 |
| 2002-04-01 | 15.188036439564000 |
| 2002-05-01 | 15.114340535508001 |
| 2002-06-01 | 15.117039844737400 |
| 2002-07-01 | 15.041415820229199 |
| 2002-08-01 | 14.758965435607701 |
| 2002-09-01 | 14.677339698070400 |
| 2002-10-01 | 14.661369676525199 |
| 2002-11-01 | 14.810145773398800 |
| 2002-12-01 | 14.721254456010600 |
| 2003-01-01 | 14.547209445684500 |
| 2003-02-01 | 14.402829098476000 |
| 2003-03-01 | 14.438951164116400 |
| 2003-04-01 | 14.565806320518200 |
| 2003-05-01 | 14.774700481393399 |
| 2003-06-01 | 14.856715403255300 |
| 2003-07-01 | 14.943385174925098 |
| 2003-08-01 | 15.067882556325000 |
| 2003-09-01 | 15.095601561302900 |
| 2003-10-01 | 15.355611258336500 |
| 2003-11-01 | 15.308209920475600 |
| 2003-12-01 | 15.205288395350700 |
| 2004-01-01 | 15.681643379433801 |
| 2004-02-01 | 15.731092663764901 |
| 2004-03-01 | 16.068444971251600 |
| 2004-04-01 | 15.766882148640098 |
| 2004-05-01 | 15.954017014738000 |
| 2004-06-01 | 15.919722497552199 |
| 2004-07-01 | 15.946301069990803 |
| 2004-08-01 | 16.050069391296600 |
| 2004-09-01 | 16.188682590130700 |
| 2004-10-01 | 16.236875831434800 |
| 2004-11-01 | 16.309130616765600 |
| 2004-12-01 | 16.511395920977200 |
| 2005-01-01 | 16.513894864052600 |
| 2005-02-01 | 16.553409433659300 |
| 2005-03-01 | 16.382783400524900 |
| 2005-04-01 | 16.878990800547700 |
| 2005-05-01 | 16.842860503308500 |
| 2005-06-01 | 17.002880032640700 |
| 2005-07-01 | 17.055486252286700 |
| 2005-08-01 | 16.934520694700400 |
| 2005-09-01 | 16.957824000936500 |
| 2005-10-01 | 16.896722477553500 |
| 2005-11-01 | 17.210177139804700 |
| 2005-12-01 | 17.033787418402400 |
| 2006-01-01 | 17.038658572482000 |
| 2006-02-01 | 17.275019853919300 |
| 2006-03-01 | 17.297794018593300 |
| 2006-04-01 | 17.194638705309803 |
| 2006-05-01 | 16.831636503553200 |
| 2006-06-01 | 16.904529757357800 |
| 2006-07-01 | 16.759484236314300 |
| 2006-08-01 | 16.924948496852100 |
| 2006-09-01 | 16.820032356371100 |
| 2006-10-01 | 16.846145292939600 |
| 2006-11-01 | 16.698389151596903 |
| 2006-12-01 | 16.873950527568900 |
| 2007-01-01 | 16.880680218734902 |
| 2007-02-01 | 16.394081148995900 |
| 2007-03-01 | 16.494891879011700 |
| 2007-04-01 | 16.484798446981300 |
| 2007-05-01 | 16.716202319353300 |
| 2007-06-01 | 16.717598110794302 |
| 2007-07-01 | 16.778971185108400 |
| 2007-08-01 | 16.842942678971300 |
| 2007-09-01 | 16.690127190271898 |
| 2007-10-01 | 16.484354443464998 |
| 2007-11-01 | 16.376635478761102 |
| 2007-12-01 | 16.000107638970302 |
| 2008-01-01 | 16.214805466140600 |
| 2008-02-01 | 16.123097446647100 |
| 2008-03-01 | 16.089462708981200 |
| 2008-04-01 | 15.867333509790800 |
| 2008-05-01 | 16.083666783435300 |
| 2008-06-01 | 16.140686577925198 |
| 2008-07-01 | 15.904036658910902 |
| 2008-08-01 | 15.578150206135600 |
| 2008-09-01 | 15.475776949455700 |
| 2008-10-01 | 15.340018156923499 |
| 2008-11-01 | 14.847505447732999 |
| 2008-12-01 | 14.525340613329700 |
| 2009-01-01 | 14.333066683222900 |
| 2009-02-01 | 14.140087396787300 |
| 2009-03-01 | 13.861779687983999 |
| 2009-04-01 | 13.534630171860900 |
| 2009-05-01 | 13.247179227817199 |
| 2009-06-01 | 12.864771024646801 |
| 2009-07-01 | 12.751118720372900 |
| 2009-08-01 | 12.544038047934999 |
| 2009-09-01 | 12.375443682034100 |
| 2009-10-01 | 12.407965972713802 |
| 2009-11-01 | 12.423711763564901 |
| 2009-12-01 | 12.341007105372801 |
| 2010-01-01 | 12.122714185200800 |
| 2010-02-01 | 12.037471921944200 |
| 2010-03-01 | 12.015588395879600 |
| 2010-04-01 | 12.197271458232500 |
| 2010-05-01 | 12.117423595128601 |
| 2010-06-01 | 12.200671870741100 |
| 2010-07-01 | 12.206585767978101 |
| 2010-08-01 | 12.320061512475600 |
| 2010-09-01 | 12.390235919533100 |
| 2010-10-01 | 12.399006376208698 |
| 2010-11-01 | 12.386708936375400 |
| 2010-12-01 | 12.348863623480801 |
| 2011-01-01 | 12.197058187073901 |
| 2011-02-01 | 12.224798201737300 |
| 2011-03-01 | 12.366702838784000 |
| 2011-04-01 | 12.353623999708400 |
| 2011-05-01 | 12.400100863132401 |
| 2011-06-01 | 12.431030546243901 |
| 2011-07-01 | 12.479094504706900 |
| 2011-08-01 | 12.478899887408499 |
| 2011-09-01 | 12.510389354133501 |
| 2011-10-01 | 12.394639809643200 |
| 2011-11-01 | 12.465345901044800 |
| 2011-12-01 | 12.442745466958801 |
| 2012-01-01 | 12.556609495383900 |
| 2012-02-01 | 12.809472476901900 |
| 2012-03-01 | 12.631428180337200 |
| 2012-04-01 | 12.332871738930600 |
| 2012-05-01 | 11.986421446444800 |
| 2012-06-01 | 12.158185232021198 |
| 2012-07-01 | 12.033585882632101 |
| 2012-08-01 | 11.909029139414300 |
| 2012-09-01 | 11.934647879615900 |
| 2012-10-01 | 12.002803895276699 |
| 2012-11-01 | 12.048170965274402 |
| 2012-12-01 | 12.136910099550100 |
| 2013-01-01 | 12.309523711900802 |
| 2013-02-01 | 12.399543361332400 |
| 2013-03-01 | 12.318092313760800 |
| 2013-04-01 | 12.216982032342301 |
| 2013-05-01 | 12.285762732070598 |
| 2013-06-01 | 12.277078900168100 |
| 2013-07-01 | 12.357891816675501 |
| 2013-08-01 | 12.412795531416900 |
| 2013-09-01 | 12.660383735161100 |
| 2013-10-01 | 12.816130825874000 |
| 2013-11-01 | 12.754166430609800 |
| 2013-12-01 | 12.734724569356600 |
| 2014-01-01 | 12.774501336034000 |
| 2014-02-01 | 12.766859951136698 |
| 2014-03-01 | 12.604473637876199 |
| 2014-04-01 | 13.117905670957699 |
| 2014-05-01 | 13.197602884782000 |
| 2014-06-01 | 13.197972774032000 |
| 2014-07-01 | 13.061857830116100 |
| 2014-08-01 | 13.197911258852802 |
| 2014-09-01 | 13.092088595516200 |
| 2014-10-01 | 13.034943807378800 |
| 2014-11-01 | 12.957652496906700 |
| 2014-12-01 | 12.926777893535302 |
| 2015-01-01 | 12.756201432872501 |
| 2015-02-01 | 12.525869415260100 |
| 2015-03-01 | 12.400983112084901 |
| 2015-04-01 | 12.716888599639402 |
| 2015-05-01 | 12.926036446007400 |
| 2015-06-01 | 12.813488386301000 |
| 2015-07-01 | 12.848313980091300 |
| 2015-08-01 | 12.871034201736300 |
| 2015-09-01 | 12.914743954852100 |
| 2015-10-01 | 13.464411261813600 |
| 2015-11-01 | 13.285909557667198 |
| 2015-12-01 | 13.217759301658402 |
| 2016-01-01 | 13.343867818640900 |
| 2016-02-01 | 13.164396478262802 |
| 2016-03-01 | 13.193584432569402 |
| 2016-04-01 | 13.322747746136901 |
| 2016-05-01 | 13.148861842995400 |
| 2016-06-01 | 13.123934674567598 |
| 2016-07-01 | 13.337418697968000 |
| 2016-08-01 | 13.355094289063500 |
| 2016-09-01 | 13.239664946397099 |
| 2016-10-01 | 13.100720833183901 |
| 2016-11-01 | 13.007487283305199 |
| 2016-12-01 | 13.121165009152000 |
| 2017-01-01 | 13.115191968664100 |
| 2017-02-01 | 13.390810065090400 |
| 2017-03-01 | 13.394145877346500 |
| 2017-04-01 | 13.225511784137302 |
| 2017-05-01 | 13.375335395194199 |
| 2017-06-01 | 13.433953405050600 |
| 2017-07-01 | 13.323239251837098 |
| 2017-08-01 | 13.451037536057802 |
| 2017-09-01 | 13.351006593898699 |
| 2017-10-01 | 13.441085452154901 |
| 2017-11-01 | 13.547101274038901 |
| 2017-12-01 | 13.529032442495800 |
| 2018-01-01 | 13.377171071574800 |
| 2018-02-01 | 13.509818247884200 |
| 2018-03-01 | 13.490031859825500 |
| 2018-04-01 | 13.422230748301699 |
| 2018-05-01 | 13.384717541609400 |
| 2018-06-01 | 13.544098914032400 |
| 2018-07-01 | 13.733300913739100 |
| 2018-08-01 | 13.672748558982999 |
| 2018-09-01 | 13.866460462428100 |
| 2018-10-01 | 13.870505216349900 |
| 2018-11-01 | 13.757707378772302 |
| 2018-12-01 | 13.929223126117499 |
| 2019-01-01 | 14.046098440393100 |
| 2019-02-01 | 13.954918649317902 |
| 2019-03-01 | 13.884340521416800 |
| 2019-04-01 | 13.902456489887500 |
| 2019-05-01 | 13.892364737272000 |
| 2019-06-01 | 13.654351869739001 |
| 2019-07-01 | 13.444549409044301 |
| 2019-08-01 | 13.505168077104900 |
| 2019-09-01 | 13.379828438862699 |
| 2019-10-01 | 13.395440053978900 |
| 2019-11-01 | 13.473404257774300 |
| 2019-12-01 | 13.323613957234900 |
| 2020-01-01 | 13.517016820926500 |
| 2020-02-01 | 13.617439621040301 |
| 2020-03-01 | 13.570455908744600 |
| 2020-04-01 | 7.669357474230701 |
| 2020-05-01 | 11.679960832680399 |
| 2020-06-01 | 12.362462824249300 |
| 2020-07-01 | 12.572679929081000 |
| 2020-08-01 | 12.750880128274801 |
| 2020-09-01 | 12.915233908030600 |
| 2020-10-01 | 12.906537151651401 |
| 2020-11-01 | 12.773300986140900 |
| 2020-12-01 | 13.114892203072600 |
| 2021-01-01 | 13.184414711965802 |
| 2021-02-01 | 12.896128246520801 |
| 2021-03-01 | 13.240965911107800 |
| 2021-04-01 | 13.445119813648000 |
| 2021-05-01 | 13.386331849360399 |
| 2021-06-01 | 13.373697484698100 |
| 2021-07-01 | 13.482545978592100 |
| 2021-08-01 | 13.476453698780999 |
| 2021-09-01 | 13.649616384700801 |
| 2021-10-01 | 13.716817104654000 |
| 2021-11-01 | 13.892737539103400 |
| 2021-12-01 | 14.008268370659803 |
| 2022-01-01 | 13.759764725636199 |
| 2022-02-01 | 13.777353551699700 |
| 2022-03-01 | 13.897620067506699 |
| 2022-04-01 | 13.926417429644001 |
| 2022-05-01 | 13.887914416205600 |
| 2022-06-01 | 13.881261400190500 |
| 2022-07-01 | 13.898516493404300 |
| 2022-08-01 | 13.896805347115400 |
| 2022-09-01 | 13.891374568384100 |
| 2022-10-01 | 13.919049845330100 |
| 2022-11-01 | 14.003120812040502 |
| 2022-12-01 | 13.996300258964000 |
| 2023-01-01 | 14.046856562103601 |
| 2023-02-01 | 14.166324939624400 |
| 2023-03-01 | 14.049830458302400 |
| 2023-04-01 | 14.023217898143600 |
| 2023-05-01 | 14.002286295819399 |
| 2023-06-01 | 13.886176679459600 |
| 2023-07-01 | 13.699995007670697 |
| 2023-08-01 | 13.600687379543700 |
| 2023-09-01 | 13.621645701587000 |
| 2023-10-01 | 13.721121890167700 |
| 2023-11-01 | 13.520038335756200 |
| 2023-12-01 | 13.392789763461800 |
| 2024-01-01 | 13.736280385331800 |
| 2024-02-01 | 13.855422316669701 |
| 2024-03-01 | 13.720085587888802 |
| 2024-04-01 | 13.521218855583000 |
| 2024-05-01 | 13.503023448317899 |
| 2024-06-01 | 13.587230123531198 |
| 2024-07-01 | 13.708677496574500 |
| 2024-08-01 | 13.803868573278100 |
| 2024-09-01 | 13.643097354837801 |
