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 2025-09-01 |
| Last Updated | 2025-12-12 2:09 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 | 14.00199726729400 |
| 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 | 11.41294047814750 |
| 1995-07-01 | 11.40229979667840 |
| 1995-08-01 | 11.42689904774170 |
| 1995-09-01 | 11.47600659887790 |
| 1995-10-01 | 11.45533281041360 |
| 1995-11-01 | 11.39658449866280 |
| 1995-12-01 | 11.38921109637550 |
| 1996-01-01 | 11.02343703947430 |
| 1996-02-01 | 11.57818651802240 |
| 1996-03-01 | 11.71297652444280 |
| 1996-04-01 | 11.68963208568710 |
| 1996-05-01 | 11.81546620323830 |
| 1996-06-01 | 11.73925683696350 |
| 1996-07-01 | 11.67999400199760 |
| 1996-08-01 | 11.62551804212770 |
| 1996-09-01 | 11.38489353322760 |
| 1996-10-01 | 11.76750545323330 |
| 1996-11-01 | 11.91694472248830 |
| 1996-12-01 | 11.81266720266520 |
| 1997-01-01 | 12.11653493025030 |
| 1997-02-01 | 12.04517502783050 |
| 1997-03-01 | 12.08317565508210 |
| 1997-04-01 | 11.88990808004590 |
| 1997-05-01 | 11.92771370289410 |
| 1997-06-01 | 11.95423800045310 |
| 1997-07-01 | 12.25963405896560 |
| 1997-08-01 | 12.11046033580770 |
| 1997-09-01 | 11.98839973197280 |
| 1997-10-01 | 12.29750071223430 |
| 1997-11-01 | 12.23374671754160 |
| 1997-12-01 | 12.24240987683020 |
| 1998-01-01 | 12.20109938425340 |
| 1998-02-01 | 12.32323908604670 |
| 1998-03-01 | 12.26037017634100 |
| 1998-04-01 | 12.79146664949530 |
| 1998-05-01 | 12.64431549961120 |
| 1998-06-01 | 12.65786484443700 |
| 1998-07-01 | 12.62640264787560 |
| 1998-08-01 | 12.78013702751570 |
| 1998-09-01 | 12.99574657278070 |
| 1998-10-01 | 13.02858568684510 |
| 1998-11-01 | 12.95706197108570 |
| 1998-12-01 | 13.15666738847420 |
| 1999-01-01 | 13.21662825660130 |
| 1999-02-01 | 13.43423253833360 |
| 1999-03-01 | 13.45492899762840 |
| 1999-04-01 | 13.46706327225720 |
| 1999-05-01 | 13.43502027497380 |
| 1999-06-01 | 13.52280332026150 |
| 1999-07-01 | 14.00412596921300 |
| 1999-08-01 | 13.86290717006910 |
| 1999-09-01 | 13.89999909474070 |
| 1999-10-01 | 13.87876332325490 |
| 1999-11-01 | 14.07600455842710 |
| 1999-12-01 | 14.15287689612110 |
| 2000-01-01 | 14.53933343790750 |
| 2000-02-01 | 14.16547966716820 |
| 2000-03-01 | 14.56948185989340 |
| 2000-04-01 | 14.33748243439240 |
| 2000-05-01 | 14.31460427277260 |
| 2000-06-01 | 14.36532029998080 |
| 2000-07-01 | 14.47696027128640 |
| 2000-08-01 | 14.54599094914690 |
| 2000-09-01 | 14.61661045644180 |
| 2000-10-01 | 14.61933404063970 |
| 2000-11-01 | 14.79699997233490 |
| 2000-12-01 | 14.74434605534300 |
| 2001-01-01 | 14.97515840973280 |
| 2001-02-01 | 14.91670061663810 |
| 2001-03-01 | 14.78937741036010 |
| 2001-04-01 | 14.70558283741920 |
| 2001-05-01 | 14.66220100097080 |
| 2001-06-01 | 14.69021468426820 |
| 2001-07-01 | 14.66018905917940 |
| 2001-08-01 | 14.75315224363210 |
| 2001-09-01 | 14.74559065909410 |
| 2001-10-01 | 14.65050148686960 |
| 2001-11-01 | 14.50622625510330 |
| 2001-12-01 | 14.62976213846910 |
| 2002-01-01 | 14.60253931663400 |
| 2002-02-01 | 14.86587414796840 |
| 2002-03-01 | 15.01820392973260 |
| 2002-04-01 | 15.18803643945000 |
| 2002-05-01 | 15.11434053561120 |
| 2002-06-01 | 15.11703984508040 |
| 2002-07-01 | 15.04141582078440 |
| 2002-08-01 | 14.75896543632740 |
| 2002-09-01 | 14.67733969873800 |
| 2002-10-01 | 14.66136967670870 |
| 2002-11-01 | 14.81014577284920 |
| 2002-12-01 | 14.72125445487910 |
| 2003-01-01 | 14.54720944432800 |
| 2003-02-01 | 14.40282909715650 |
| 2003-03-01 | 14.43895116354100 |
| 2003-04-01 | 14.56580632107380 |
| 2003-05-01 | 14.77470048388990 |
| 2003-06-01 | 14.85671540477710 |
| 2003-07-01 | 14.94338517625440 |
| 2003-08-01 | 15.06788255743130 |
| 2003-09-01 | 15.09560156194520 |
| 2003-10-01 | 15.35561125775620 |
| 2003-11-01 | 15.30820991895220 |
| 2003-12-01 | 15.20528839376740 |
| 2004-01-01 | 15.68164337613970 |
| 2004-02-01 | 15.73109265476530 |
| 2004-03-01 | 16.06844497263450 |
| 2004-04-01 | 15.76688215074720 |
| 2004-05-01 | 15.95401701925590 |
| 2004-06-01 | 15.91972249968480 |
| 2004-07-01 | 15.94630107284290 |
| 2004-08-01 | 16.05006939777020 |
| 2004-09-01 | 16.18868259972000 |
| 2004-10-01 | 16.23687583828770 |
| 2004-11-01 | 16.30913061686070 |
| 2004-12-01 | 16.51139591381800 |
| 2005-01-01 | 16.51389484482100 |
| 2005-02-01 | 16.55340939660650 |
| 2005-03-01 | 16.38278338155340 |
| 2005-04-01 | 16.87899083908590 |
| 2005-05-01 | 16.84286049914160 |
| 2005-06-01 | 17.00288003641090 |
| 2005-07-01 | 17.05548626366270 |
| 2005-08-01 | 16.93452072327840 |
| 2005-09-01 | 16.95782404167140 |
| 2005-10-01 | 16.89672248883060 |
| 2005-11-01 | 17.21017715502810 |
| 2005-12-01 | 17.03378740352390 |
| 2006-01-01 | 17.03865852002510 |
| 2006-02-01 | 17.27501976128540 |
| 2006-03-01 | 17.29779394838790 |
| 2006-04-01 | 17.19463875201850 |
| 2006-05-01 | 16.83163647060340 |
| 2006-06-01 | 16.90452975936830 |
| 2006-07-01 | 16.75948426889900 |
| 2006-08-01 | 16.92494860444290 |
| 2006-09-01 | 16.82003252417410 |
| 2006-10-01 | 16.84614540632160 |
| 2006-11-01 | 16.69838926365260 |
| 2006-12-01 | 16.87395056365920 |
| 2007-01-01 | 16.88068017820990 |
| 2007-02-01 | 16.39408022306310 |
| 2007-03-01 | 16.49489181252490 |
| 2007-04-01 | 16.48479849454090 |
| 2007-05-01 | 16.71620225373200 |
| 2007-06-01 | 16.71759815225970 |
| 2007-07-01 | 16.77897137056790 |
| 2007-08-01 | 16.84294315363000 |
| 2007-09-01 | 16.69012788639780 |
| 2007-10-01 | 16.48435502613630 |
| 2007-11-01 | 16.37663579176300 |
| 2007-12-01 | 16.00010745003110 |
| 2008-01-01 | 16.21480484476100 |
| 2008-02-01 | 16.12309499955030 |
| 2008-03-01 | 16.08946212819240 |
| 2008-04-01 | 15.86733338700880 |
| 2008-05-01 | 16.08366698510510 |
| 2008-06-01 | 16.14068719414180 |
| 2008-07-01 | 15.90403750408090 |
| 2008-08-01 | 15.57815155455540 |
| 2008-09-01 | 15.47577867575660 |
| 2008-10-01 | 15.34001965422690 |
| 2008-11-01 | 14.84750620702840 |
| 2008-12-01 | 14.52534027576440 |
| 2009-01-01 | 14.33306547881420 |
| 2009-02-01 | 14.14007901681240 |
| 2009-03-01 | 13.86177769708610 |
| 2009-04-01 | 13.53462943014020 |
| 2009-05-01 | 13.24718310564060 |
| 2009-06-01 | 12.86477197166820 |
| 2009-07-01 | 12.75112011766030 |
| 2009-08-01 | 12.54404101404180 |
| 2009-09-01 | 12.37544804726950 |
| 2009-10-01 | 12.40797013812590 |
| 2009-11-01 | 12.42371502442280 |
| 2009-12-01 | 12.34100893600710 |
| 2010-01-01 | 12.12271476880510 |
| 2010-02-01 | 12.03743619611390 |
| 2010-03-01 | 12.01558679059240 |
| 2010-04-01 | 12.19727197664460 |
| 2010-05-01 | 12.11743342913490 |
| 2010-06-01 | 12.20067577617440 |
| 2010-07-01 | 12.20659151775290 |
| 2010-08-01 | 12.32007121515750 |
| 2010-09-01 | 12.39024925786650 |
| 2010-10-01 | 12.39900048511850 |
| 2010-11-01 | 12.38671989504400 |
| 2010-12-01 | 12.34886934292980 |
| 2011-01-01 | 12.19705833679070 |
| 2011-02-01 | 12.22472958335530 |
| 2011-03-01 | 12.36669332336280 |
| 2011-04-01 | 12.35362185569870 |
| 2011-05-01 | 12.40011721849820 |
| 2011-06-01 | 12.43104257242110 |
| 2011-07-01 | 12.47911128580990 |
| 2011-08-01 | 12.47892329913700 |
| 2011-09-01 | 12.51041709849890 |
| 2011-10-01 | 12.39462488685230 |
| 2011-11-01 | 12.46536575232630 |
| 2011-12-01 | 12.44276188703380 |
| 2012-01-01 | 12.55662451044450 |
| 2012-02-01 | 12.80928057802880 |
| 2012-03-01 | 12.63142361883760 |
| 2012-04-01 | 12.33288743956770 |
| 2012-05-01 | 11.98645941179020 |
| 2012-06-01 | 12.15821999365370 |
| 2012-07-01 | 12.03362779596160 |
| 2012-08-01 | 11.90907490290150 |
| 2012-09-01 | 11.93469110282820 |
| 2012-10-01 | 12.00275040497480 |
| 2012-11-01 | 12.04818772727460 |
| 2012-12-01 | 12.13692458774770 |
| 2013-01-01 | 12.30954851216480 |
| 2013-02-01 | 12.39925261082820 |
| 2013-03-01 | 12.31809571521970 |
| 2013-04-01 | 12.21701911222140 |
| 2013-05-01 | 12.28581317730000 |
| 2013-06-01 | 12.27710749627680 |
| 2013-07-01 | 12.35791054555450 |
| 2013-08-01 | 12.41308815100800 |
| 2013-09-01 | 12.66038618423540 |
| 2013-10-01 | 12.81600799103110 |
| 2013-11-01 | 12.75409362246380 |
| 2013-12-01 | 12.73469450262590 |
| 2014-01-01 | 12.77447799333280 |
| 2014-02-01 | 12.76653175664580 |
| 2014-03-01 | 12.60440178963140 |
| 2014-04-01 | 13.11831111198610 |
| 2014-05-01 | 13.19758781473170 |
| 2014-06-01 | 13.19794969927990 |
| 2014-07-01 | 13.06183749025120 |
| 2014-08-01 | 13.19844811002690 |
| 2014-09-01 | 13.09203786985620 |
| 2014-10-01 | 13.03471938739920 |
| 2014-11-01 | 12.95743112915590 |
| 2014-12-01 | 12.92662166869210 |
| 2015-01-01 | 12.75605781998250 |
| 2015-02-01 | 12.52561124236780 |
| 2015-03-01 | 12.40086606896970 |
| 2015-04-01 | 12.71772612204230 |
| 2015-05-01 | 12.92604358543850 |
| 2015-06-01 | 12.81350189652740 |
| 2015-07-01 | 12.84831281006800 |
| 2015-08-01 | 12.87182199858890 |
| 2015-09-01 | 12.91458881622420 |
| 2015-10-01 | 13.46399543896090 |
| 2015-11-01 | 13.28534464960770 |
| 2015-12-01 | 13.21726807258400 |
| 2016-01-01 | 13.34346224730270 |
| 2016-02-01 | 13.16419739323670 |
| 2016-03-01 | 13.19355263525850 |
| 2016-04-01 | 13.32426380703240 |
| 2016-05-01 | 13.14921414085550 |
| 2016-06-01 | 13.12434004339270 |
| 2016-07-01 | 13.33729070665980 |
| 2016-08-01 | 13.35608080124680 |
| 2016-09-01 | 13.23951519545460 |
| 2016-10-01 | 13.10002058842340 |
| 2016-11-01 | 13.00628563875730 |
| 2016-12-01 | 13.11984555742480 |
| 2017-01-01 | 13.11385688922320 |
| 2017-02-01 | 13.39084456314400 |
| 2017-03-01 | 13.39309858059740 |
| 2017-04-01 | 13.23003011789600 |
| 2017-05-01 | 13.37640547232140 |
| 2017-06-01 | 13.43482952413500 |
| 2017-07-01 | 13.32298051253450 |
| 2017-08-01 | 13.45221369420160 |
| 2017-09-01 | 13.35082540796320 |
| 2017-10-01 | 13.43998267342670 |
| 2017-11-01 | 13.54417160464930 |
| 2017-12-01 | 13.52659238840690 |
| 2018-01-01 | 13.37447890227230 |
| 2018-02-01 | 13.50968633707680 |
| 2018-03-01 | 13.48727503048710 |
| 2018-04-01 | 13.43412826601880 |
| 2018-05-01 | 13.38575284914390 |
| 2018-06-01 | 13.54491733380370 |
| 2018-07-01 | 13.73263878746580 |
| 2018-08-01 | 13.67369346114590 |
| 2018-09-01 | 13.86633476971550 |
| 2018-10-01 | 13.86955644352830 |
| 2018-11-01 | 13.75417592018950 |
| 2018-12-01 | 13.92058153610570 |
| 2019-01-01 | 14.04343558700640 |
| 2019-02-01 | 13.95557463032330 |
| 2019-03-01 | 13.88056916389730 |
| 2019-04-01 | 13.92162003630280 |
| 2019-05-01 | 13.89356194129110 |
| 2019-06-01 | 13.65526307777790 |
| 2019-07-01 | 13.44414474864830 |
| 2019-08-01 | 13.50626125539660 |
| 2019-09-01 | 13.38006513422030 |
| 2019-10-01 | 13.39464012087730 |
| 2019-11-01 | 13.46875643020750 |
| 2019-12-01 | 13.30791216762430 |
| 2020-01-01 | 13.51362238930000 |
| 2020-02-01 | 13.61738254492550 |
| 2020-03-01 | 13.56661902783360 |
| 2020-04-01 | 7.69427897401344 |
| 2020-05-01 | 11.68363221591930 |
| 2020-06-01 | 12.36103376496980 |
| 2020-07-01 | 12.57628997706680 |
| 2020-08-01 | 12.75629950393290 |
| 2020-09-01 | 12.91176657295160 |
| 2020-10-01 | 12.91227205644700 |
| 2020-11-01 | 12.76475702939780 |
| 2020-12-01 | 13.08083567349720 |
| 2021-01-01 | 13.18975724470150 |
| 2021-02-01 | 12.88645760794530 |
| 2021-03-01 | 13.24309534066570 |
| 2021-04-01 | 13.46990380702220 |
| 2021-05-01 | 13.39169944734490 |
| 2021-06-01 | 13.36835848661840 |
| 2021-07-01 | 13.49549590644850 |
| 2021-08-01 | 13.49893990160050 |
| 2021-09-01 | 13.64453195084290 |
| 2021-10-01 | 13.72754376485200 |
| 2021-11-01 | 13.87802758447130 |
| 2021-12-01 | 13.95406871800590 |
| 2022-01-01 | 13.77183932579600 |
| 2022-02-01 | 13.74296755224900 |
| 2022-03-01 | 13.89865103791940 |
| 2022-04-01 | 13.95347027438550 |
| 2022-05-01 | 13.90581597959220 |
| 2022-06-01 | 13.87743200763960 |
| 2022-07-01 | 13.92336212250620 |
| 2022-08-01 | 13.94582485934320 |
| 2022-09-01 | 13.87907941860580 |
| 2022-10-01 | 13.93184480749590 |
| 2022-11-01 | 13.98230707892980 |
| 2022-12-01 | 13.91677867217530 |
| 2023-01-01 | 14.06374519074080 |
| 2023-02-01 | 14.10533186270120 |
| 2023-03-01 | 14.05137772457440 |
| 2023-04-01 | 14.04963822090380 |
| 2023-05-01 | 14.03403126224560 |
| 2023-06-01 | 13.98812002264260 |
| 2023-07-01 | 13.73689252352400 |
| 2023-08-01 | 13.67855385289980 |
| 2023-09-01 | 13.70532141806710 |
| 2023-10-01 | 13.62925657758910 |
| 2023-11-01 | 13.49578548113270 |
| 2023-12-01 | 13.59886321408040 |
| 2024-01-01 | 13.44649675571020 |
| 2024-02-01 | 13.46742808646180 |
| 2024-03-01 | 13.41484520679220 |
| 2024-04-01 | 13.35085662592120 |
| 2024-05-01 | 13.35408674590750 |
| 2024-06-01 | 13.39717409446590 |
| 2024-07-01 | 13.45605923644650 |
| 2024-08-01 | 13.50553432551850 |
| 2024-09-01 | 13.41812380812980 |
| 2024-10-01 | 13.52091362379040 |
| 2024-11-01 | 13.40256343723950 |
| 2024-12-01 | 13.58713479451650 |
| 2025-01-01 | 13.83086376082480 |
| 2025-02-01 | 13.74218083933860 |
| 2025-03-01 | 13.69666968204700 |
| 2025-04-01 | 13.46253263092050 |
| 2025-05-01 | 13.47157294342570 |
| 2025-06-01 | 13.50163087256590 |
| 2025-07-01 | 13.56184244297330 |
| 2025-08-01 | 13.51134870307630 |
| 2025-09-01 | 13.62396071973020 |