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 2026-06-01 |
| Last Updated | 2026-07-22 9:58 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 | 14.00199726729400 |
| 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 | 11.53527007940870 |
| 1995-04-01 | 11.58628555065580 |
| 1995-05-01 | 11.40189319849290 |
| 1995-06-01 | 11.41294047814760 |
| 1995-07-01 | 11.40229979667860 |
| 1995-08-01 | 11.42689904774190 |
| 1995-09-01 | 11.47600659887790 |
| 1995-10-01 | 11.45533281041320 |
| 1995-11-01 | 11.39658449866220 |
| 1995-12-01 | 11.38921109637490 |
| 1996-01-01 | 11.02343703947470 |
| 1996-02-01 | 11.57818651802450 |
| 1996-03-01 | 11.71297652444670 |
| 1996-04-01 | 11.68963208569130 |
| 1996-05-01 | 11.81546620324010 |
| 1996-06-01 | 11.73925683696080 |
| 1996-07-01 | 11.67999400198790 |
| 1996-08-01 | 11.62551804211330 |
| 1996-09-01 | 11.38489353321500 |
| 1996-10-01 | 11.76750545323050 |
| 1996-11-01 | 11.91694472249780 |
| 1996-12-01 | 11.81266720268290 |
| 1997-01-01 | 12.11653493026960 |
| 1997-02-01 | 12.04517502784710 |
| 1997-03-01 | 12.08317565509620 |
| 1997-04-01 | 11.88990808005460 |
| 1997-05-01 | 11.92771370289620 |
| 1997-06-01 | 11.95423800044380 |
| 1997-07-01 | 12.25963405893140 |
| 1997-08-01 | 12.11046033574300 |
| 1997-09-01 | 11.98839973189690 |
| 1997-10-01 | 12.29750071219180 |
| 1997-11-01 | 12.23374671756160 |
| 1997-12-01 | 12.24240987691060 |
| 1998-01-01 | 12.20109938433950 |
| 1998-02-01 | 12.32323908614980 |
| 1998-03-01 | 12.26037017641440 |
| 1998-04-01 | 12.79146664952810 |
| 1998-05-01 | 12.64431549961560 |
| 1998-06-01 | 12.65786484442290 |
| 1998-07-01 | 12.62640264779680 |
| 1998-08-01 | 12.78013702732690 |
| 1998-09-01 | 12.99574657250970 |
| 1998-10-01 | 13.02858568657850 |
| 1998-11-01 | 12.95706197094010 |
| 1998-12-01 | 13.15666738844010 |
| 1999-01-01 | 13.21662825769040 |
| 1999-02-01 | 13.43423253855130 |
| 1999-03-01 | 13.45492899789170 |
| 1999-04-01 | 13.46706327172590 |
| 1999-05-01 | 13.43502027518920 |
| 1999-06-01 | 13.52280332042180 |
| 1999-07-01 | 14.00412596923500 |
| 1999-08-01 | 13.86290716979620 |
| 1999-09-01 | 13.89999909412150 |
| 1999-10-01 | 13.87876332246760 |
| 1999-11-01 | 14.07600455702370 |
| 1999-12-01 | 14.15287689554490 |
| 2000-01-01 | 14.53933343964580 |
| 2000-02-01 | 14.16547967025810 |
| 2000-03-01 | 14.56948186025950 |
| 2000-04-01 | 14.33748243330780 |
| 2000-05-01 | 14.31460427321430 |
| 2000-06-01 | 14.36532030028190 |
| 2000-07-01 | 14.47696027129700 |
| 2000-08-01 | 14.54599094868800 |
| 2000-09-01 | 14.61661045525010 |
| 2000-10-01 | 14.61933403887480 |
| 2000-11-01 | 14.79699996901980 |
| 2000-12-01 | 14.74434605275310 |
| 2001-01-01 | 14.97515841135360 |
| 2001-02-01 | 14.91670062197920 |
| 2001-03-01 | 14.78937741319980 |
| 2001-04-01 | 14.70558283724340 |
| 2001-05-01 | 14.66220100431520 |
| 2001-06-01 | 14.69021468784090 |
| 2001-07-01 | 14.66018906284500 |
| 2001-08-01 | 14.75315224351230 |
| 2001-09-01 | 14.74559065256590 |
| 2001-10-01 | 14.65050147552770 |
| 2001-11-01 | 14.50622624122150 |
| 2001-12-01 | 14.62976212826460 |
| 2002-01-01 | 14.60253931573930 |
| 2002-02-01 | 14.86587415763720 |
| 2002-03-01 | 15.01820395857810 |
| 2002-04-01 | 15.18803644379970 |
| 2002-05-01 | 15.11434054232010 |
| 2002-06-01 | 15.11703985151360 |
| 2002-07-01 | 15.04141583210340 |
| 2002-08-01 | 14.75896544150470 |
| 2002-09-01 | 14.67733968981900 |
| 2002-10-01 | 14.66136965476290 |
| 2002-11-01 | 14.81014574352770 |
| 2002-12-01 | 14.72125442030830 |
| 2003-01-01 | 14.54720941534740 |
| 2003-02-01 | 14.40282908322370 |
| 2003-03-01 | 14.43895120456690 |
| 2003-04-01 | 14.56580633314230 |
| 2003-05-01 | 14.77470052986330 |
| 2003-06-01 | 14.85671544673230 |
| 2003-07-01 | 14.94338524994430 |
| 2003-08-01 | 15.06788261449600 |
| 2003-09-01 | 15.09560156340340 |
| 2003-10-01 | 15.35561122469920 |
| 2003-11-01 | 15.30820984048190 |
| 2003-12-01 | 15.20528824258340 |
| 2004-01-01 | 15.68164262368270 |
| 2004-02-01 | 15.73109338468780 |
| 2004-03-01 | 16.06844492031300 |
| 2004-04-01 | 15.76688219988500 |
| 2004-05-01 | 15.95401727020940 |
| 2004-06-01 | 15.91972281320510 |
| 2004-07-01 | 15.94630136405950 |
| 2004-08-01 | 16.05006944858860 |
| 2004-09-01 | 16.18868226171240 |
| 2004-10-01 | 16.23687528455700 |
| 2004-11-01 | 16.30913010568290 |
| 2004-12-01 | 16.51139521314870 |
| 2005-01-01 | 16.51389368989430 |
| 2005-02-01 | 16.55341155732870 |
| 2005-03-01 | 16.38278398114730 |
| 2005-04-01 | 16.87899048747290 |
| 2005-05-01 | 16.84286104950840 |
| 2005-06-01 | 17.00288291235480 |
| 2005-07-01 | 17.05548601688560 |
| 2005-08-01 | 16.93451977653280 |
| 2005-09-01 | 16.95782219663730 |
| 2005-10-01 | 16.89672035889110 |
| 2005-11-01 | 17.21017529878680 |
| 2005-12-01 | 17.03378595618630 |
| 2006-01-01 | 17.03865759341740 |
| 2006-02-01 | 17.27502457245890 |
| 2006-03-01 | 17.29779662631960 |
| 2006-04-01 | 17.19463923053500 |
| 2006-05-01 | 16.83163810332100 |
| 2006-06-01 | 16.90453559497020 |
| 2006-07-01 | 16.75948369784060 |
| 2006-08-01 | 16.92494649427140 |
| 2006-09-01 | 16.82002775675800 |
| 2006-10-01 | 16.84613911998560 |
| 2006-11-01 | 16.69838244722380 |
| 2006-12-01 | 16.87394323411700 |
| 2007-01-01 | 16.88067360291490 |
| 2007-02-01 | 16.39409548918730 |
| 2007-03-01 | 16.49491861787930 |
| 2007-04-01 | 16.48479508172150 |
| 2007-05-01 | 16.71620197757670 |
| 2007-06-01 | 16.71760515990280 |
| 2007-07-01 | 16.77896885829560 |
| 2007-08-01 | 16.84293781206300 |
| 2007-09-01 | 16.69011796945320 |
| 2007-10-01 | 16.48434217106490 |
| 2007-11-01 | 16.37662139970090 |
| 2007-12-01 | 16.00009305999480 |
| 2008-01-01 | 16.21479301900160 |
| 2008-02-01 | 16.12312321452360 |
| 2008-03-01 | 16.08951697040470 |
| 2008-04-01 | 15.86733107746950 |
| 2008-05-01 | 16.08366770763560 |
| 2008-06-01 | 16.14069399198430 |
| 2008-07-01 | 15.90403316583680 |
| 2008-08-01 | 15.57814249535390 |
| 2008-09-01 | 15.47576207028490 |
| 2008-10-01 | 15.33999811975930 |
| 2008-11-01 | 14.84748015230020 |
| 2008-12-01 | 14.52530982601780 |
| 2009-01-01 | 14.33303487217080 |
| 2009-02-01 | 14.14012481185330 |
| 2009-03-01 | 13.86189547249600 |
| 2009-04-01 | 13.53460432002220 |
| 2009-05-01 | 13.24722732110290 |
| 2009-06-01 | 12.86476198204800 |
| 2009-07-01 | 12.75110154364450 |
| 2009-08-01 | 12.54401889669600 |
| 2009-09-01 | 12.37541968330470 |
| 2009-10-01 | 12.40793765910740 |
| 2009-11-01 | 12.42367922083010 |
| 2009-12-01 | 12.34097046903430 |
| 2010-01-01 | 12.12267705933130 |
| 2010-02-01 | 12.03749443826850 |
| 2010-03-01 | 12.01575283320340 |
| 2010-04-01 | 12.19723683661880 |
| 2010-05-01 | 12.11752941235760 |
| 2010-06-01 | 12.20064972421510 |
| 2010-07-01 | 12.20655692094130 |
| 2010-08-01 | 12.32002855739820 |
| 2010-09-01 | 12.39019782420950 |
| 2010-10-01 | 12.39895229861690 |
| 2010-11-01 | 12.38666906940530 |
| 2010-12-01 | 12.34882556090570 |
| 2011-01-01 | 12.19702290589170 |
| 2011-02-01 | 12.22481247663860 |
| 2011-03-01 | 12.36690972124160 |
| 2011-04-01 | 12.35358628842880 |
| 2011-05-01 | 12.40027296027730 |
| 2011-06-01 | 12.43100617702520 |
| 2011-07-01 | 12.47906192355480 |
| 2011-08-01 | 12.47884635567870 |
| 2011-09-01 | 12.51031423421760 |
| 2011-10-01 | 12.39452621191040 |
| 2011-11-01 | 12.46526812525130 |
| 2011-12-01 | 12.44269252906280 |
| 2012-01-01 | 12.55658286650190 |
| 2012-02-01 | 12.80962088073200 |
| 2012-03-01 | 12.63164489744470 |
| 2012-04-01 | 12.33289918596320 |
| 2012-05-01 | 11.98648157261730 |
| 2012-06-01 | 12.15822554227480 |
| 2012-07-01 | 12.03361178827490 |
| 2012-08-01 | 11.90901638354160 |
| 2012-09-01 | 11.93459721053340 |
| 2012-10-01 | 12.00222911264340 |
| 2012-11-01 | 12.04810856442860 |
| 2012-12-01 | 12.13689112588400 |
| 2013-01-01 | 12.30956105655510 |
| 2013-02-01 | 12.39990809318290 |
| 2013-03-01 | 12.31836738358500 |
| 2013-04-01 | 12.21709707663100 |
| 2013-05-01 | 12.28569615393960 |
| 2013-06-01 | 12.27714527021650 |
| 2013-07-01 | 12.35792115541230 |
| 2013-08-01 | 12.41301615360100 |
| 2013-09-01 | 12.66026537269330 |
| 2013-10-01 | 12.81500754593830 |
| 2013-11-01 | 12.75399230158850 |
| 2013-12-01 | 12.73455549126960 |
| 2014-01-01 | 12.77435669428990 |
| 2014-02-01 | 12.76828406140390 |
| 2014-03-01 | 12.60446816528280 |
| 2014-04-01 | 13.11863599258930 |
| 2014-05-01 | 13.19713990883490 |
| 2014-06-01 | 13.19793390884030 |
| 2014-07-01 | 13.06181119735220 |
| 2014-08-01 | 13.19834359031320 |
| 2014-09-01 | 13.09190774094430 |
| 2014-10-01 | 13.03327783096120 |
| 2014-11-01 | 12.95736427386420 |
| 2014-12-01 | 12.92643260046650 |
| 2015-01-01 | 12.75585154568560 |
| 2015-02-01 | 12.52824389506550 |
| 2015-03-01 | 12.40073934092960 |
| 2015-04-01 | 12.71825802243200 |
| 2015-05-01 | 12.92539035000620 |
| 2015-06-01 | 12.81337764876970 |
| 2015-07-01 | 12.84821535458260 |
| 2015-08-01 | 12.87166216842920 |
| 2015-09-01 | 12.91442857686730 |
| 2015-10-01 | 13.46251759578220 |
| 2015-11-01 | 13.28527303206360 |
| 2015-12-01 | 13.21695658689470 |
| 2016-01-01 | 13.34306981431400 |
| 2016-02-01 | 13.16759233853060 |
| 2016-03-01 | 13.19312278596580 |
| 2016-04-01 | 13.32495364370050 |
| 2016-05-01 | 13.14842295277980 |
| 2016-06-01 | 13.12428973726690 |
| 2016-07-01 | 13.33660883516440 |
| 2016-08-01 | 13.35616687632590 |
| 2016-09-01 | 13.23958019057320 |
| 2016-10-01 | 13.09872647381080 |
| 2016-11-01 | 13.00631813384990 |
| 2016-12-01 | 13.11946826116170 |
| 2017-01-01 | 13.11320805767240 |
| 2017-02-01 | 13.39510436535940 |
| 2017-03-01 | 13.39194992120540 |
| 2017-04-01 | 13.22938748285070 |
| 2017-05-01 | 13.37566730940450 |
| 2017-06-01 | 13.43573645446610 |
| 2017-07-01 | 13.32217101401990 |
| 2017-08-01 | 13.45271613433440 |
| 2017-09-01 | 13.35113455053180 |
| 2017-10-01 | 13.43921401312740 |
| 2017-11-01 | 13.54401140241900 |
| 2017-12-01 | 13.52595754981180 |
| 2018-01-01 | 13.37336298688430 |
| 2018-02-01 | 13.51481018438960 |
| 2018-03-01 | 13.48519117239680 |
| 2018-04-01 | 13.43232226130790 |
| 2018-05-01 | 13.38501438002150 |
| 2018-06-01 | 13.54679022733090 |
| 2018-07-01 | 13.73172345439750 |
| 2018-08-01 | 13.67464505644510 |
| 2018-09-01 | 13.86687932129030 |
| 2018-10-01 | 13.86928075139940 |
| 2018-11-01 | 13.75378301888260 |
| 2018-12-01 | 13.91983215815450 |
| 2019-01-01 | 14.04215915942050 |
| 2019-02-01 | 13.96101813269740 |
| 2019-03-01 | 13.87809505669120 |
| 2019-04-01 | 13.91880749274940 |
| 2019-05-01 | 13.89313250012410 |
| 2019-06-01 | 13.65805543688630 |
| 2019-07-01 | 13.44343604238350 |
| 2019-08-01 | 13.50680448481960 |
| 2019-09-01 | 13.37977974249570 |
| 2019-10-01 | 13.39384911776230 |
| 2019-11-01 | 13.46758396526030 |
| 2019-12-01 | 13.30731112917440 |
| 2020-01-01 | 13.51335437821180 |
| 2020-02-01 | 13.62369617148370 |
| 2020-03-01 | 13.56594716273910 |
| 2020-04-01 | 7.69283126370543 |
| 2020-05-01 | 11.68378675086800 |
| 2020-06-01 | 12.36331302723720 |
| 2020-07-01 | 12.57378486220190 |
| 2020-08-01 | 12.75441039504530 |
| 2020-09-01 | 12.90912907924230 |
| 2020-10-01 | 12.90939301498560 |
| 2020-11-01 | 12.76240263570460 |
| 2020-12-01 | 13.08213475216290 |
| 2021-01-01 | 13.19151260447300 |
| 2021-02-01 | 12.89530696001210 |
| 2021-03-01 | 13.24718157013890 |
| 2021-04-01 | 13.47335957511370 |
| 2021-05-01 | 13.39030150167280 |
| 2021-06-01 | 13.36870022889060 |
| 2021-07-01 | 13.49131848558410 |
| 2021-08-01 | 13.49461298784090 |
| 2021-09-01 | 13.63315312024650 |
| 2021-10-01 | 13.72236952054410 |
| 2021-11-01 | 13.86964604583980 |
| 2021-12-01 | 13.95879339101790 |
| 2022-01-01 | 13.77485787797320 |
| 2022-02-01 | 13.76455653660220 |
| 2022-03-01 | 13.91072652502580 |
| 2022-04-01 | 13.96617386019140 |
| 2022-05-01 | 13.90185690979250 |
| 2022-06-01 | 13.87281044604050 |
| 2022-07-01 | 13.91101134520530 |
| 2022-08-01 | 13.92767679656680 |
| 2022-09-01 | 13.86163317303040 |
| 2022-10-01 | 13.93051691493700 |
| 2022-11-01 | 13.97486409781170 |
| 2022-12-01 | 13.93143020887460 |
| 2023-01-01 | 14.06698524273930 |
| 2023-02-01 | 14.12863581882920 |
| 2023-03-01 | 14.06252256342840 |
| 2023-04-01 | 14.07194067874340 |
| 2023-05-01 | 14.03452889081020 |
| 2023-06-01 | 13.98725794627320 |
| 2023-07-01 | 13.71884594847000 |
| 2023-08-01 | 13.64341064552810 |
| 2023-09-01 | 13.67684045279760 |
| 2023-10-01 | 13.63319579811800 |
| 2023-11-01 | 13.48735123484430 |
| 2023-12-01 | 13.62313967660510 |
| 2024-01-01 | 13.44739181617050 |
| 2024-02-01 | 13.49656865274210 |
| 2024-03-01 | 13.42063053722600 |
| 2024-04-01 | 13.38083289298340 |
| 2024-05-01 | 13.46338837868190 |
| 2024-06-01 | 13.50491474836240 |
| 2024-07-01 | 13.53024338176790 |
| 2024-08-01 | 13.54911510331080 |
| 2024-09-01 | 13.58267699173750 |
| 2024-10-01 | 13.63161691180680 |
| 2024-11-01 | 13.69843943868640 |
| 2024-12-01 | 13.62019460212070 |
| 2025-01-01 | 13.62845057237300 |
| 2025-02-01 | 13.56795566157930 |
| 2025-03-01 | 13.89001532080480 |
| 2025-04-01 | 13.59777576359880 |
| 2025-05-01 | 13.59323303801070 |
| 2025-06-01 | 13.72486664381760 |
| 2025-07-01 | 13.83451902347420 |
| 2025-08-01 | 13.84279689149870 |
| 2025-09-01 | 13.77801778537140 |
| 2025-10-01 | 13.53016966355220 |
| 2025-11-01 | 13.70166975381200 |
| 2025-12-01 | 13.72414300686800 |
| 2026-01-01 | 14.01159015720610 |
| 2026-02-01 | 13.95758074182250 |
| 2026-03-01 | 13.97198443299040 |
| 2026-04-01 | 13.70830759902520 |
| 2026-05-01 | 13.51368451287100 |
| 2026-06-01 | 13.44148770534680 |