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 2026-04-01 |
| Last Updated | 2026-05-26 3:03 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 | 14.00199726729400 |
| 1990-02-01 | 13.82114486787250 |
| 1990-03-01 | 13.97281540242810 |
| 1990-04-01 | 13.94708098130310 |
| 1990-05-01 | 13.74227935118030 |
| 1990-06-01 | 13.93269223630710 |
| 1990-07-01 | 13.83572241838490 |
| 1990-08-01 | 13.59999326118130 |
| 1990-09-01 | 13.69083828050750 |
| 1990-10-01 | 13.62570027525300 |
| 1990-11-01 | 13.38680112568260 |
| 1990-12-01 | 13.15841987554550 |
| 1991-01-01 | 12.79265775501910 |
| 1991-02-01 | 12.91022003863570 |
| 1991-03-01 | 12.47685498783510 |
| 1991-04-01 | 12.73760374430740 |
| 1991-05-01 | 12.83217673799640 |
| 1991-06-01 | 12.63496309040540 |
| 1991-07-01 | 12.43759459673320 |
| 1991-08-01 | 12.61590911399650 |
| 1991-09-01 | 12.39854029786760 |
| 1991-10-01 | 12.14684937123470 |
| 1991-11-01 | 12.10127879785380 |
| 1991-12-01 | 11.94725753044760 |
| 1992-01-01 | 11.77034890050480 |
| 1992-02-01 | 11.58012690090480 |
| 1992-03-01 | 11.48566832591630 |
| 1992-04-01 | 10.92242089596400 |
| 1992-05-01 | 11.01473554444320 |
| 1992-06-01 | 10.95018627935980 |
| 1992-07-01 | 10.94107179536040 |
| 1992-08-01 | 10.93142821537270 |
| 1992-09-01 | 10.81286376796910 |
| 1992-10-01 | 10.88307365042200 |
| 1992-11-01 | 10.92735054667760 |
| 1992-12-01 | 10.83912693118620 |
| 1993-01-01 | 11.13798984640170 |
| 1993-02-01 | 11.53940752304420 |
| 1993-03-01 | 11.07706884637430 |
| 1993-04-01 | 11.10200616376080 |
| 1993-05-01 | 11.20468199192560 |
| 1993-06-01 | 11.06670519421510 |
| 1993-07-01 | 11.13864313290570 |
| 1993-08-01 | 10.96249295232740 |
| 1993-09-01 | 10.93050678541060 |
| 1993-10-01 | 11.12213956940070 |
| 1993-11-01 | 11.05210320786420 |
| 1993-12-01 | 11.25082136191030 |
| 1994-01-01 | 11.08740618480720 |
| 1994-02-01 | 11.18311384175270 |
| 1994-03-01 | 10.85975905486850 |
| 1994-04-01 | 11.49261152845560 |
| 1994-05-01 | 11.79794565490380 |
| 1994-06-01 | 11.69433129967590 |
| 1994-07-01 | 11.51944704469130 |
| 1994-08-01 | 11.79613430094810 |
| 1994-09-01 | 11.96204680343780 |
| 1994-10-01 | 11.74285164951220 |
| 1994-11-01 | 11.87518273353340 |
| 1994-12-01 | 11.96516435680130 |
| 1995-01-01 | 11.85041581622280 |
| 1995-02-01 | 11.43218321100370 |
| 1995-03-01 | 11.53527007940880 |
| 1995-04-01 | 11.58628555065590 |
| 1995-05-01 | 11.40189319849290 |
| 1995-06-01 | 11.41294047814760 |
| 1995-07-01 | 11.40229979667840 |
| 1995-08-01 | 11.42689904774170 |
| 1995-09-01 | 11.47600659887780 |
| 1995-10-01 | 11.45533281041350 |
| 1995-11-01 | 11.39658449866270 |
| 1995-12-01 | 11.38921109637540 |
| 1996-01-01 | 11.02343703947430 |
| 1996-02-01 | 11.57818651802260 |
| 1996-03-01 | 11.71297652444310 |
| 1996-04-01 | 11.68963208568750 |
| 1996-05-01 | 11.81546620323850 |
| 1996-06-01 | 11.73925683696340 |
| 1996-07-01 | 11.67999400199710 |
| 1996-08-01 | 11.62551804212670 |
| 1996-09-01 | 11.38489353322670 |
| 1996-10-01 | 11.76750545323290 |
| 1996-11-01 | 11.91694472248870 |
| 1996-12-01 | 11.81266720266610 |
| 1997-01-01 | 12.11653493025140 |
| 1997-02-01 | 12.04517502783150 |
| 1997-03-01 | 12.08317565508480 |
| 1997-04-01 | 11.88990808004720 |
| 1997-05-01 | 11.92771370289490 |
| 1997-06-01 | 11.95423800045280 |
| 1997-07-01 | 12.25963405896310 |
| 1997-08-01 | 12.11046033580160 |
| 1997-09-01 | 11.98839973196480 |
| 1997-10-01 | 12.29750071222840 |
| 1997-11-01 | 12.23374671754120 |
| 1997-12-01 | 12.24240987683600 |
| 1998-01-01 | 12.20109938426330 |
| 1998-02-01 | 12.32323908605770 |
| 1998-03-01 | 12.26037017635330 |
| 1998-04-01 | 12.79146664950100 |
| 1998-05-01 | 12.64431549961230 |
| 1998-06-01 | 12.65786484443320 |
| 1998-07-01 | 12.62640264786480 |
| 1998-08-01 | 12.78013702749370 |
| 1998-09-01 | 12.99574657275180 |
| 1998-10-01 | 13.02858568681970 |
| 1998-11-01 | 12.95706197107300 |
| 1998-12-01 | 13.15666738848150 |
| 1999-01-01 | 13.21662825667980 |
| 1999-02-01 | 13.43423253836820 |
| 1999-03-01 | 13.45492899766810 |
| 1999-04-01 | 13.46706327222800 |
| 1999-05-01 | 13.43502027499070 |
| 1999-06-01 | 13.52280332026530 |
| 1999-07-01 | 14.00412596920290 |
| 1999-08-01 | 13.86290717002650 |
| 1999-09-01 | 13.89999909466340 |
| 1999-10-01 | 13.87876332316640 |
| 1999-11-01 | 14.07600455834440 |
| 1999-12-01 | 14.15287689605260 |
| 2000-01-01 | 14.53933343796810 |
| 2000-02-01 | 14.16547966759960 |
| 2000-03-01 | 14.56948185988310 |
| 2000-04-01 | 14.33748243427670 |
| 2000-05-01 | 14.31460427280540 |
| 2000-06-01 | 14.36532030007460 |
| 2000-07-01 | 14.47696027143760 |
| 2000-08-01 | 14.54599094928400 |
| 2000-09-01 | 14.61661045645210 |
| 2000-10-01 | 14.61933404044960 |
| 2000-11-01 | 14.79699997180710 |
| 2000-12-01 | 14.74434605457470 |
| 2001-01-01 | 14.97515840913050 |
| 2001-02-01 | 14.91670061710870 |
| 2001-03-01 | 14.78937741048490 |
| 2001-04-01 | 14.70558283779210 |
| 2001-05-01 | 14.66220100187950 |
| 2001-06-01 | 14.69021468534330 |
| 2001-07-01 | 14.66018906024460 |
| 2001-08-01 | 14.75315224434280 |
| 2001-09-01 | 14.74559065903260 |
| 2001-10-01 | 14.65050148585390 |
| 2001-11-01 | 14.50622625277180 |
| 2001-12-01 | 14.62976213524050 |
| 2002-01-01 | 14.60253931369980 |
| 2002-02-01 | 14.86587414776440 |
| 2002-03-01 | 15.01820393262550 |
| 2002-04-01 | 15.18803644232010 |
| 2002-05-01 | 15.11434054008840 |
| 2002-06-01 | 15.11703984910340 |
| 2002-07-01 | 15.04141582260300 |
| 2002-08-01 | 14.75896543472800 |
| 2002-09-01 | 14.67733969396190 |
| 2002-10-01 | 14.66136966991120 |
| 2002-11-01 | 14.81014576488190 |
| 2002-12-01 | 14.72125445099010 |
| 2003-01-01 | 14.54720944762470 |
| 2003-02-01 | 14.40282910563990 |
| 2003-03-01 | 14.43895117325790 |
| 2003-04-01 | 14.56580631945940 |
| 2003-05-01 | 14.77470052372890 |
| 2003-06-01 | 14.85671538698040 |
| 2003-07-01 | 14.94338515522300 |
| 2003-08-01 | 15.06788253732220 |
| 2003-09-01 | 15.09560154738680 |
| 2003-10-01 | 15.35561125216230 |
| 2003-11-01 | 15.30820992514880 |
| 2003-12-01 | 15.20528842346280 |
| 2004-01-01 | 15.68164339763860 |
| 2004-02-01 | 15.73109272471410 |
| 2004-03-01 | 16.06844499060760 |
| 2004-04-01 | 15.76688208431420 |
| 2004-05-01 | 15.95401697275560 |
| 2004-06-01 | 15.91972231442800 |
| 2004-07-01 | 15.94630092367620 |
| 2004-08-01 | 16.05006936828820 |
| 2004-09-01 | 16.18868277821460 |
| 2004-10-01 | 16.23687616881220 |
| 2004-11-01 | 16.30913094505000 |
| 2004-12-01 | 16.51139617929130 |
| 2005-01-01 | 16.51389477268640 |
| 2005-02-01 | 16.55340917310770 |
| 2005-03-01 | 16.38278295343290 |
| 2005-04-01 | 16.87899062858160 |
| 2005-05-01 | 16.84286018082070 |
| 2005-06-01 | 17.00287885816670 |
| 2005-07-01 | 17.05548627360060 |
| 2005-08-01 | 16.93452112086200 |
| 2005-09-01 | 16.95782501908630 |
| 2005-10-01 | 16.89672406152100 |
| 2005-11-01 | 17.21017843887310 |
| 2005-12-01 | 17.03378817919810 |
| 2006-01-01 | 17.03865810838490 |
| 2006-02-01 | 17.27501846286400 |
| 2006-03-01 | 17.29779185584760 |
| 2006-04-01 | 17.19463702206440 |
| 2006-05-01 | 16.83163467005430 |
| 2006-06-01 | 16.90452697449270 |
| 2006-07-01 | 16.75948454584260 |
| 2006-08-01 | 16.92495069344880 |
| 2006-09-01 | 16.82003707817140 |
| 2006-10-01 | 16.84615172847780 |
| 2006-11-01 | 16.69839446776450 |
| 2006-12-01 | 16.87395414947860 |
| 2007-01-01 | 16.88068121831000 |
| 2007-02-01 | 16.39407515298650 |
| 2007-03-01 | 16.49486553480660 |
| 2007-04-01 | 16.48479460216960 |
| 2007-05-01 | 16.71619817071880 |
| 2007-06-01 | 16.71759426495850 |
| 2007-07-01 | 16.77897537339210 |
| 2007-08-01 | 16.84295676266820 |
| 2007-09-01 | 16.69015037737180 |
| 2007-10-01 | 16.48437966969100 |
| 2007-11-01 | 16.37665125962890 |
| 2007-12-01 | 16.00010857678830 |
| 2008-01-01 | 16.21479138605120 |
| 2008-02-01 | 16.12306497346460 |
| 2008-03-01 | 16.08939285349260 |
| 2008-04-01 | 15.86731772469960 |
| 2008-05-01 | 16.08366299059560 |
| 2008-06-01 | 16.14069405958880 |
| 2008-07-01 | 15.90405827792940 |
| 2008-08-01 | 15.57819398612200 |
| 2008-09-01 | 15.47583871982210 |
| 2008-10-01 | 15.34007906124750 |
| 2008-11-01 | 14.84754528973110 |
| 2008-12-01 | 14.52535041228440 |
| 2009-01-01 | 14.33304889094340 |
| 2009-02-01 | 14.13986974244250 |
| 2009-03-01 | 13.86165729756160 |
| 2009-04-01 | 13.53461339395090 |
| 2009-05-01 | 13.24719423050060 |
| 2009-06-01 | 12.86479814154480 |
| 2009-07-01 | 12.75116272222220 |
| 2009-08-01 | 12.54413626613070 |
| 2009-09-01 | 12.37559223473260 |
| 2009-10-01 | 12.40811852998710 |
| 2009-11-01 | 12.42384959792840 |
| 2009-12-01 | 12.34111763565150 |
| 2010-01-01 | 12.12279311520280 |
| 2010-02-01 | 12.03637932851880 |
| 2010-03-01 | 12.01550828741460 |
| 2010-04-01 | 12.19730783584910 |
| 2010-05-01 | 12.11750363099580 |
| 2010-06-01 | 12.20076945058860 |
| 2010-07-01 | 12.20673471532220 |
| 2010-08-01 | 12.32032974105510 |
| 2010-09-01 | 12.39060931372290 |
| 2010-10-01 | 12.39902617625780 |
| 2010-11-01 | 12.38704819642240 |
| 2010-12-01 | 12.34909716426440 |
| 2011-01-01 | 12.19716831576270 |
| 2011-02-01 | 12.22270637735890 |
| 2011-03-01 | 12.36667310932970 |
| 2011-04-01 | 12.35361610048610 |
| 2011-05-01 | 12.40019969078420 |
| 2011-06-01 | 12.43119791141500 |
| 2011-07-01 | 12.47935074219040 |
| 2011-08-01 | 12.47938051307870 |
| 2011-09-01 | 12.51108221518500 |
| 2011-10-01 | 12.39463473814310 |
| 2011-11-01 | 12.46610803259950 |
| 2011-12-01 | 12.44350507304740 |
| 2012-01-01 | 12.55731863905070 |
| 2012-02-01 | 12.80414292190660 |
| 2012-03-01 | 12.63179952152260 |
| 2012-04-01 | 12.33342451216400 |
| 2012-05-01 | 11.98610963623390 |
| 2012-06-01 | 12.15873706972390 |
| 2012-07-01 | 12.03418604899630 |
| 2012-08-01 | 11.90982485819580 |
| 2012-09-01 | 11.93564968157100 |
| 2012-10-01 | 12.00271650333410 |
| 2012-11-01 | 12.04927435911460 |
| 2012-12-01 | 12.13803761531760 |
| 2013-01-01 | 12.31063152246360 |
| 2013-02-01 | 12.39155986622350 |
| 2013-03-01 | 12.31870673961820 |
| 2013-04-01 | 12.21800464270240 |
| 2013-05-01 | 12.28501039542130 |
| 2013-06-01 | 12.27801706516320 |
| 2013-07-01 | 12.35880955519550 |
| 2013-08-01 | 12.41384992102810 |
| 2013-09-01 | 12.66160573200710 |
| 2013-10-01 | 12.81621366323860 |
| 2013-11-01 | 12.75554269659020 |
| 2013-12-01 | 12.73624641849730 |
| 2014-01-01 | 12.77612544105160 |
| 2014-02-01 | 12.75562214925740 |
| 2014-03-01 | 12.60532864965880 |
| 2014-04-01 | 13.12023293648710 |
| 2014-05-01 | 13.19638093687510 |
| 2014-06-01 | 13.19925275647350 |
| 2014-07-01 | 13.06309384202470 |
| 2014-08-01 | 13.19916326261270 |
| 2014-09-01 | 13.09336385328950 |
| 2014-10-01 | 13.03500772170370 |
| 2014-11-01 | 12.95896052363620 |
| 2014-12-01 | 12.92811124346190 |
| 2015-01-01 | 12.75756941686990 |
| 2015-02-01 | 12.51439411633350 |
| 2015-03-01 | 12.40163891778970 |
| 2015-04-01 | 12.71988682736690 |
| 2015-05-01 | 12.92480482689310 |
| 2015-06-01 | 12.81486630227020 |
| 2015-07-01 | 12.84967080081280 |
| 2015-08-01 | 12.87231790150430 |
| 2015-09-01 | 12.91590237877920 |
| 2015-10-01 | 13.46459503521510 |
| 2015-11-01 | 13.28688607376790 |
| 2015-12-01 | 13.21873252480710 |
| 2016-01-01 | 13.34495840020790 |
| 2016-02-01 | 13.15282296818880 |
| 2016-03-01 | 13.19414363701750 |
| 2016-04-01 | 13.32672650392100 |
| 2016-05-01 | 13.14796761890040 |
| 2016-06-01 | 13.12578232768080 |
| 2016-07-01 | 13.33848739425990 |
| 2016-08-01 | 13.35663935380750 |
| 2016-09-01 | 13.24071113151840 |
| 2016-10-01 | 13.10082579193280 |
| 2016-11-01 | 13.00754897680880 |
| 2016-12-01 | 13.12076520370240 |
| 2017-01-01 | 13.11457790706690 |
| 2017-02-01 | 13.38329136370480 |
| 2017-03-01 | 13.39280017038750 |
| 2017-04-01 | 13.22968526188530 |
| 2017-05-01 | 13.37583113673990 |
| 2017-06-01 | 13.43692361878660 |
| 2017-07-01 | 13.32422013743700 |
| 2017-08-01 | 13.45288352815730 |
| 2017-09-01 | 13.35192319495820 |
| 2017-10-01 | 13.44087506673810 |
| 2017-11-01 | 13.54534338497800 |
| 2017-12-01 | 13.52692545751570 |
| 2018-01-01 | 13.37446740862070 |
| 2018-02-01 | 13.50554947156950 |
| 2018-03-01 | 13.48610768708270 |
| 2018-04-01 | 13.43136814529240 |
| 2018-05-01 | 13.38576554868510 |
| 2018-06-01 | 13.54756131476910 |
| 2018-07-01 | 13.73384402896620 |
| 2018-08-01 | 13.67469263550120 |
| 2018-09-01 | 13.86726809227830 |
| 2018-10-01 | 13.87011876256630 |
| 2018-11-01 | 13.75512615469430 |
| 2018-12-01 | 13.92024289596690 |
| 2019-01-01 | 14.04264182933220 |
| 2019-02-01 | 13.95597648320160 |
| 2019-03-01 | 13.87885867099670 |
| 2019-04-01 | 13.91633671448180 |
| 2019-05-01 | 13.89433063102350 |
| 2019-06-01 | 13.65836549857750 |
| 2019-07-01 | 13.44514149142380 |
| 2019-08-01 | 13.50679147783340 |
| 2019-09-01 | 13.37993396627340 |
| 2019-10-01 | 13.39401239966390 |
| 2019-11-01 | 13.46916537231550 |
| 2019-12-01 | 13.30755404737670 |
| 2020-01-01 | 13.51370145566450 |
| 2020-02-01 | 13.62070440478880 |
| 2020-03-01 | 13.56664642821640 |
| 2020-04-01 | 7.69037533896142 |
| 2020-05-01 | 11.68484028252730 |
| 2020-06-01 | 12.36346274457010 |
| 2020-07-01 | 12.57515702286990 |
| 2020-08-01 | 12.75361811633720 |
| 2020-09-01 | 12.90905586171220 |
| 2020-10-01 | 12.90937717904650 |
| 2020-11-01 | 12.76392579898610 |
| 2020-12-01 | 13.08189320254000 |
| 2021-01-01 | 13.19210813096380 |
| 2021-02-01 | 12.89471869573790 |
| 2021-03-01 | 13.24817253291820 |
| 2021-04-01 | 13.47104391672520 |
| 2021-05-01 | 13.39128342592800 |
| 2021-06-01 | 13.36856145650360 |
| 2021-07-01 | 13.49160420272000 |
| 2021-08-01 | 13.49238826923400 |
| 2021-09-01 | 13.63252435612320 |
| 2021-10-01 | 13.72200205952580 |
| 2021-11-01 | 13.87128045347900 |
| 2021-12-01 | 13.95874413176350 |
| 2022-01-01 | 13.77678890693210 |
| 2022-02-01 | 13.76609628413210 |
| 2022-03-01 | 13.91190973320510 |
| 2022-04-01 | 13.96583516557260 |
| 2022-05-01 | 13.90191135785920 |
| 2022-06-01 | 13.87219868598670 |
| 2022-07-01 | 13.90968862899950 |
| 2022-08-01 | 13.92317562722600 |
| 2022-09-01 | 13.85940020917430 |
| 2022-10-01 | 13.92954037562100 |
| 2022-11-01 | 13.97499748596460 |
| 2022-12-01 | 13.93048529835960 |
| 2023-01-01 | 14.07185060215410 |
| 2023-02-01 | 14.13814018657230 |
| 2023-03-01 | 14.06430802017280 |
| 2023-04-01 | 14.07490899834510 |
| 2023-05-01 | 14.03279066029870 |
| 2023-06-01 | 13.98266455109240 |
| 2023-07-01 | 13.71370798545570 |
| 2023-08-01 | 13.63635194225000 |
| 2023-09-01 | 13.67269907874390 |
| 2023-10-01 | 13.63183224285690 |
| 2023-11-01 | 13.48676012200470 |
| 2023-12-01 | 13.62316724386020 |
| 2024-01-01 | 13.45644889203060 |
| 2024-02-01 | 13.51460831391260 |
| 2024-03-01 | 13.42232495699400 |
| 2024-04-01 | 13.38748636172220 |
| 2024-05-01 | 13.45847104986000 |
| 2024-06-01 | 13.49336679049010 |
| 2024-07-01 | 13.52183895092230 |
| 2024-08-01 | 13.53969398543470 |
| 2024-09-01 | 13.57704489443310 |
| 2024-10-01 | 13.63044188169920 |
| 2024-11-01 | 13.69743321487770 |
| 2024-12-01 | 13.62122721016570 |
| 2025-01-01 | 13.64233374036340 |
| 2025-02-01 | 13.59544138023550 |
| 2025-03-01 | 13.89232026374570 |
| 2025-04-01 | 13.60742825020080 |
| 2025-05-01 | 13.58396908077930 |
| 2025-06-01 | 13.70350146165700 |
| 2025-07-01 | 13.82301102300130 |
| 2025-08-01 | 13.83221972784060 |
| 2025-09-01 | 13.77183656085820 |
| 2025-10-01 | 13.52969123428190 |
| 2025-11-01 | 13.70212179149130 |
| 2025-12-01 | 13.72822109972430 |
| 2026-01-01 | 14.02989646455090 |
| 2026-02-01 | 13.99076741510280 |
| 2026-03-01 | 13.97459960834110 |
| 2026-04-01 | 13.52058247244850 |