NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. 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 2024-03-01 Last Updated: 2024-04-20 6:16 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/ALLE942NRMNN). 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 11.742851649512300 1994-11-01 11.875182733533500 1994-12-01 11.965164356801300 1995-01-01 11.850415816222801 1995-02-01 11.432183211003700 1995-03-01 11.535270079408699 1995-04-01 11.586285550655802 1995-05-01 11.401893198492802 1995-06-01 11.412940478147500 1995-07-01 11.402299796678400 1995-08-01 11.426899047741802 1995-09-01 11.476006598878000 1995-10-01 11.455332810413802 1995-11-01 11.396584498663001 1995-12-01 11.389211096375599 1996-01-01 11.023437039474200 1996-02-01 11.578186518022198 1996-03-01 11.712976524442599 1996-04-01 11.689632085687000 1996-05-01 11.815466203238199 1996-06-01 11.739256836963500 1996-07-01 11.679994001997500 1996-08-01 11.625518042127600 1996-09-01 11.384893533227801 1996-10-01 11.767505453233600 1996-11-01 11.916944722488600 1996-12-01 11.812667202665502 1997-01-01 12.116534930250600 1997-02-01 12.045175027830998 1997-03-01 12.083175655079902 1997-04-01 11.889908080047200 1997-05-01 11.927713702895300 1997-06-01 11.954238000453902 1997-07-01 12.259634058965199 1997-08-01 12.110460335805900 1997-09-01 11.988399731969901 1997-10-01 12.297500712231601 1997-11-01 12.233746717540601 1997-12-01 12.242409876831800 1998-01-01 12.201099384255600 1998-02-01 12.323239086052300 1998-03-01 12.260370176341000 1998-04-01 12.791466649500801 1998-05-01 12.644315499614699 1998-06-01 12.657864844437900 1998-07-01 12.626402647872600 1998-08-01 12.780137027507301 1998-09-01 12.995746572768303 1998-10-01 13.028585686832301 1998-11-01 12.957061971082801 1998-12-01 13.156667388474300 1999-01-01 13.216628256621098 1999-02-01 13.434232538347000 1999-03-01 13.454928997633100 1999-04-01 13.467063272275500 1999-05-01 13.435020274979301 1999-06-01 13.522803320262101 1999-07-01 14.004125969209099 1999-08-01 13.862907170052900 1999-09-01 13.899999094711900 1999-10-01 13.878763323221800 1999-11-01 14.076004558391901 1999-12-01 14.152876896091700 2000-01-01 14.539333437909802 2000-02-01 14.165479667371900 2000-03-01 14.569481859875099 2000-04-01 14.337482434401801 2000-05-01 14.314604272765601 2000-06-01 14.365320299968800 2000-07-01 14.476960271264998 2000-08-01 14.545990949105900 2000-09-01 14.616610456380801 2000-10-01 14.619334040571001 2000-11-01 14.796999972264302 2000-12-01 14.744346055260902 2001-01-01 14.975158409756000 2001-02-01 14.916700617098200 2001-03-01 14.789377410401800 2001-04-01 14.705582837547400 2001-05-01 14.662201001063100 2001-06-01 14.690214684281600 2001-07-01 14.660189059029902 2001-08-01 14.753152243248401 2001-09-01 14.745590658559700 2001-10-01 14.650501486397600 2001-11-01 14.506226254907801 2001-12-01 14.629762138610700 2002-01-01 14.602539317219900 2002-02-01 14.865874149322801 2002-03-01 15.018203930643699 2002-04-01 15.188036439835100 2002-05-01 15.114340535486400 2002-06-01 15.117039844402400 2002-07-01 15.041415819549000 2002-08-01 14.758965434577599 2002-09-01 14.677339696970902 2002-10-01 14.661369675920700 2002-11-01 14.810145773722502 2002-12-01 14.721254457097400 2003-01-01 14.547209447214401 2003-02-01 14.402829100157199 2003-03-01 14.438951165225001 2003-04-01 14.565806320652198 2003-05-01 14.774700479685599 2003-06-01 14.856715402471800 2003-07-01 14.943385173915999 2003-08-01 15.067882554691000 2003-09-01 15.095601559337402 2003-10-01 15.355611256911800 2003-11-01 15.308209919515300 2003-12-01 15.205288394073600 2004-01-01 15.681643386042500 2004-02-01 15.731092676154500 2004-03-01 16.068444968979900 2004-04-01 15.766882147217200 2004-05-01 15.954017012412800 2004-06-01 15.919722498385699 2004-07-01 15.946301069582699 2004-08-01 16.050069385864300 2004-09-01 16.188682579004900 2004-10-01 16.236875819884500 2004-11-01 16.309130609696000 2004-12-01 16.511395915272600 2005-01-01 16.513894887556802 2005-02-01 16.553409475889900 2005-03-01 16.382783416012700 2005-04-01 16.878990769728300 2005-05-01 16.842860509396900 2005-06-01 17.002880052709700 2005-07-01 17.055486243547500 2005-08-01 16.934520669231200 2005-09-01 16.957823960251800 2005-10-01 16.896722442120200 2005-11-01 17.210177114159400 2005-12-01 17.033787410397903 2006-01-01 17.038658628633300 2006-02-01 17.275019947548600 2006-03-01 17.297794069112000 2006-04-01 17.194638652015900 2006-05-01 16.831636519317000 2006-06-01 16.904529801757300 2006-07-01 16.759484241742598 2006-08-01 16.924948482288600 2006-09-01 16.820032301942700 2006-10-01 16.846145219118700 2006-11-01 16.698389021180102 2006-12-01 16.873950347781100 2007-01-01 16.880680079234000 2007-02-01 16.394081657035700 2007-03-01 16.494892057860202 2007-04-01 16.484798289220700 2007-05-01 16.716202339579400 2007-06-01 16.717598227362600 2007-07-01 16.778971270675600 2007-08-01 16.842942776589698 2007-09-01 16.690127236301600 2007-10-01 16.484354388317900 2007-11-01 16.376635151522300 2007-12-01 16.000107040797400 2008-01-01 16.214804791849100 2008-02-01 16.123098082302302 2008-03-01 16.089462906507300 2008-04-01 15.867333449187100 2008-05-01 16.083667175676900 2008-06-01 16.140687158246500 2008-07-01 15.904037103685699 2008-08-01 15.578150567262800 2008-09-01 15.475777155104302 2008-10-01 15.340018130360502 2008-11-01 14.847504818627100 2008-12-01 14.525339343239999 2009-01-01 14.333065148464500 2009-02-01 14.140085938222198 2009-03-01 13.861779931097901 2009-04-01 13.534629344671199 2009-05-01 13.247185175597698 2009-06-01 12.864771317587198 2009-07-01 12.751118819057900 2009-08-01 12.544038158008899 2009-09-01 12.375443852598900 2009-10-01 12.407966002780200 2009-11-01 12.423711523437099 2009-12-01 12.341006571018300 2010-01-01 12.122713511862800 2010-02-01 12.037460720931803 2010-03-01 12.015589519649000 2010-04-01 12.197270715395800 2010-05-01 12.117435829061598 2010-06-01 12.200672590426302 2010-07-01 12.206587018614800 2010-08-01 12.320063709255303 2010-09-01 12.390239271108001 2010-10-01 12.398993611379002 2010-11-01 12.386712601487300 2010-12-01 12.348866521822000 2011-01-01 12.197060038592400 2011-02-01 12.224778295526303 2011-03-01 12.366700725633200 2011-04-01 12.353624909440502 2011-05-01 12.400121494991000 2011-06-01 12.431034252651800 2011-07-01 12.479098678213001 2011-08-01 12.478903040461600 2011-09-01 12.510391461704600 2011-10-01 12.394606567444502 2011-11-01 12.465346007207500 2011-12-01 12.442749288246802 2012-01-01 12.556619149288302 2012-02-01 12.809453612468500 2012-03-01 12.631425194288800 2012-04-01 12.332895797057400 2012-05-01 11.986440375043900 2012-06-01 12.158201305945900 2012-07-01 12.033593582973301 2012-08-01 11.909024851714400 2012-09-01 11.934634158087900 2012-10-01 12.002734124082199 2012-11-01 12.048151615335600 2012-12-01 12.136906012928300 2013-01-01 12.309544201219499 2013-02-01 12.399549327896200 2013-03-01 12.318110841241900 2013-04-01 12.217050783382199 2013-05-01 12.285794838905401 2013-06-01 12.277114255983100 2013-07-01 12.357905002411098 2013-08-01 12.412748895473198 2013-09-01 12.660342060287000 2013-10-01 12.816017680993200 2013-11-01 12.754094456010401 2013-12-01 12.734648062542200 2014-01-01 12.774439195114300 2014-02-01 12.767105367478600 2014-03-01 12.604381428744200 2014-04-01 13.118399544220300 2014-05-01 13.197533157818198 2014-06-01 13.197945914669900 2014-07-01 13.061814000523901 2014-08-01 13.197775632162500 2014-09-01 13.091975200672400 2014-10-01 13.034752604321802 2014-11-01 12.957516245897999 2014-12-01 12.926644702738500 2015-01-01 12.756109383863000 2015-02-01 12.526447576266800 2015-03-01 12.400875445920200 2015-04-01 12.717854532587198 2015-05-01 12.925881700585698 2015-06-01 12.813340990602100 2015-07-01 12.848115589614501 2015-08-01 12.870699210753601 2015-09-01 12.914462267102301 2015-10-01 13.464087988149500 2015-11-01 13.285687102719299 2015-12-01 13.217608735355599 2016-01-01 13.343858509571600 2016-02-01 13.165471049939000 2016-03-01 13.193629624405197 2016-04-01 13.324305265655598 2016-05-01 13.148666608521600 2016-06-01 13.123624575524400 2016-07-01 13.336611710551200 2016-08-01 13.354463226730500 2016-09-01 13.239108033153300 2016-10-01 13.100172260144000 2016-11-01 13.007127881658600 2016-12-01 13.121060341588600 2017-01-01 13.115437190722500 2017-02-01 13.392393172965699 2017-03-01 13.394982534896100 2017-04-01 13.228622632269799 2017-05-01 13.374412143837800 2017-06-01 13.432809235473302 2017-07-01 13.321460472815100 2017-08-01 13.449958969960498 2017-09-01 13.350180906181600 2017-10-01 13.440439709918700 2017-11-01 13.546763364630301 2017-12-01 13.529128738575599 2018-01-01 13.377739015905800 2018-02-01 13.511978368779600 2018-03-01 13.491470620531200 2018-04-01 13.427801833442599 2018-05-01 13.382736637878000 2018-06-01 13.541727840480402 2018-07-01 13.730119744649300 2018-08-01 13.670902567928900 2018-09-01 13.865084898351100 2018-10-01 13.869600928417500 2018-11-01 13.757410346747100 2018-12-01 13.931979957732400 2019-01-01 14.047138400963100 2019-02-01 13.957316093031098 2019-03-01 13.886141488369802 2019-04-01 13.909503418327699 2019-05-01 13.888691336713300 2019-06-01 13.650179534462800 2019-07-01 13.439967712244501 2019-08-01 13.502560844029501 2019-09-01 13.378301268995399 2019-10-01 13.395049325715101 2019-11-01 13.474116160577200 2019-12-01 13.329928432214100 2020-01-01 13.519029560236199 2020-02-01 13.619793206521802 2020-03-01 13.571400442797700 2020-04-01 7.675389939061789 2020-05-01 11.674271879860001 2020-06-01 12.356484375199600 2020-07-01 12.566845170290800 2020-08-01 12.748053505684600 2020-09-01 12.914068401282000 2020-10-01 12.906848696703700 2020-11-01 12.775522314832498 2020-12-01 13.127519879559000 2021-01-01 13.190314684607700 2021-02-01 12.892198918201402 2021-03-01 13.250550292169900 2021-04-01 13.442432661649300 2021-05-01 13.369665888802901 2021-06-01 13.361941714465498 2021-07-01 13.481814542358999 2021-08-01 13.485564650970499 2021-09-01 13.646249564897802 2021-10-01 13.717171259304399 2021-11-01 13.896663167732301 2021-12-01 14.025270096517700 2022-01-01 13.769618367718198 2022-02-01 13.766565926566999 2022-03-01 13.912571673453400 2022-04-01 13.912273105569598 2022-05-01 13.859832857471499 2022-06-01 13.866150848695000 2022-07-01 13.904948773108199 2022-08-01 13.921899773835700 2022-09-01 13.884524957430198 2022-10-01 13.918365619612400 2022-11-01 14.007868440740800 2022-12-01 14.018171439253399 2023-01-01 14.060991701701100 2023-02-01 14.146969656162500 2023-03-01 14.072486878860800 2023-04-01 13.995144397658501 2023-05-01 13.961322440160300 2023-06-01 13.868445456430800 2023-07-01 13.715216668758499 2023-08-01 13.645830761054200 2023-09-01 13.609237353176200 2023-10-01 13.719346794816598 2023-11-01 13.525397304005498 2023-12-01 13.415778167814600 2024-01-01 13.752500038271501 2024-02-01 13.832091518571598 2024-03-01 13.742983610679300