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 2026-09-01 |
| Last Updated | 2026-10-20 9:41 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 | 14.0019972673 |
| 1990-02-01 | 13.8211448679 |
| 1990-03-01 | 13.9728154024 |
| 1990-04-01 | 13.9470809813 |
| 1990-05-01 | 13.7422793512 |
| 1990-06-01 | 13.9326922363 |
| 1990-07-01 | 13.8357224184 |
| 1990-08-01 | 13.5999932612 |
| 1990-09-01 | 13.6908382805 |
| 1990-10-01 | 13.6257002753 |
| 1990-11-01 | 13.3868011257 |
| 1990-12-01 | 13.1584198755 |
| 1991-01-01 | 12.7926577550 |
| 1991-02-01 | 12.9102200386 |
| 1991-03-01 | 12.4768549878 |
| 1991-04-01 | 12.7376037443 |
| 1991-05-01 | 12.8321767380 |
| 1991-06-01 | 12.6349630904 |
| 1991-07-01 | 12.4375945967 |
| 1991-08-01 | 12.6159091140 |
| 1991-09-01 | 12.3985402979 |
| 1991-10-01 | 12.1468493712 |
| 1991-11-01 | 12.1012787979 |
| 1991-12-01 | 11.9472575304 |
| 1992-01-01 | 11.7703489005 |
| 1992-02-01 | 11.5801269009 |
| 1992-03-01 | 11.4856683259 |
| 1992-04-01 | 10.9224208960 |
| 1992-05-01 | 11.0147355444 |
| 1992-06-01 | 10.9501862794 |
| 1992-07-01 | 10.9410717954 |
| 1992-08-01 | 10.9314282154 |
| 1992-09-01 | 10.8128637680 |
| 1992-10-01 | 10.8830736504 |
| 1992-11-01 | 10.9273505467 |
| 1992-12-01 | 10.8391269312 |
| 1993-01-01 | 11.1379898464 |
| 1993-02-01 | 11.5394075230 |
| 1993-03-01 | 11.0770688464 |
| 1993-04-01 | 11.1020061638 |
| 1993-05-01 | 11.2046819919 |
| 1993-06-01 | 11.0667051942 |
| 1993-07-01 | 11.1386431329 |
| 1993-08-01 | 10.9624929523 |
| 1993-09-01 | 10.9305067854 |
| 1993-10-01 | 11.1221395694 |
| 1993-11-01 | 11.0521032079 |
| 1993-12-01 | 11.2508213619 |
| 1994-01-01 | 11.0874061848 |
| 1994-02-01 | 11.1831138418 |
| 1994-03-01 | 10.8597590549 |
| 1994-04-01 | 11.4926115285 |
| 1994-05-01 | 11.7979456549 |
| 1994-06-01 | 11.6943312997 |
| 1994-07-01 | 11.5194470447 |
| 1994-08-01 | 11.7961343009 |
| 1994-09-01 | 11.9620468034 |
| 1994-10-01 | 11.7428516495 |
| 1994-11-01 | 11.8751827335 |
| 1994-12-01 | 11.9651643568 |
| 1995-01-01 | 11.8504158162 |
| 1995-02-01 | 11.4321832110 |
| 1995-03-01 | 11.5352700794 |
| 1995-04-01 | 11.5862855507 |
| 1995-05-01 | 11.4018931985 |
| 1995-06-01 | 11.4129404781 |
| 1995-07-01 | 11.4022997967 |
| 1995-08-01 | 11.4268990477 |
| 1995-09-01 | 11.4760065989 |
| 1995-10-01 | 11.4553328104 |
| 1995-11-01 | 11.3965844987 |
| 1995-12-01 | 11.3892110964 |
| 1996-01-01 | 11.0234370395 |
| 1996-02-01 | 11.5781865180 |
| 1996-03-01 | 11.7129765244 |
| 1996-04-01 | 11.6896320857 |
| 1996-05-01 | 11.8154662032 |
| 1996-06-01 | 11.7392568370 |
| 1996-07-01 | 11.6799940020 |
| 1996-08-01 | 11.6255180421 |
| 1996-09-01 | 11.3848935332 |
| 1996-10-01 | 11.7675054532 |
| 1996-11-01 | 11.9169447225 |
| 1996-12-01 | 11.8126672027 |
| 1997-01-01 | 12.1165349303 |
| 1997-02-01 | 12.0451750278 |
| 1997-03-01 | 12.0831756551 |
| 1997-04-01 | 11.8899080801 |
| 1997-05-01 | 11.9277137029 |
| 1997-06-01 | 11.9542380004 |
| 1997-07-01 | 12.2596340589 |
| 1997-08-01 | 12.1104603357 |
| 1997-09-01 | 11.9883997319 |
| 1997-10-01 | 12.2975007122 |
| 1997-11-01 | 12.2337467176 |
| 1997-12-01 | 12.2424098769 |
| 1998-01-01 | 12.2010993843 |
| 1998-02-01 | 12.3232390861 |
| 1998-03-01 | 12.2603701764 |
| 1998-04-01 | 12.7914666495 |
| 1998-05-01 | 12.6443154996 |
| 1998-06-01 | 12.6578648444 |
| 1998-07-01 | 12.6264026478 |
| 1998-08-01 | 12.7801370273 |
| 1998-09-01 | 12.9957465725 |
| 1998-10-01 | 13.0285856866 |
| 1998-11-01 | 12.9570619709 |
| 1998-12-01 | 13.1566673884 |
| 1999-01-01 | 13.2166282577 |
| 1999-02-01 | 13.4342325386 |
| 1999-03-01 | 13.4549289979 |
| 1999-04-01 | 13.4670632717 |
| 1999-05-01 | 13.4350202752 |
| 1999-06-01 | 13.5228033204 |
| 1999-07-01 | 14.0041259692 |
| 1999-08-01 | 13.8629071698 |
| 1999-09-01 | 13.8999990941 |
| 1999-10-01 | 13.8787633225 |
| 1999-11-01 | 14.0760045570 |
| 1999-12-01 | 14.1528768955 |
| 2000-01-01 | 14.5393334396 |
| 2000-02-01 | 14.1654796703 |
| 2000-03-01 | 14.5694818603 |
| 2000-04-01 | 14.3374824333 |
| 2000-05-01 | 14.3146042732 |
| 2000-06-01 | 14.3653203003 |
| 2000-07-01 | 14.4769602713 |
| 2000-08-01 | 14.5459909487 |
| 2000-09-01 | 14.6166104553 |
| 2000-10-01 | 14.6193340389 |
| 2000-11-01 | 14.7969999690 |
| 2000-12-01 | 14.7443460528 |
| 2001-01-01 | 14.9751584114 |
| 2001-02-01 | 14.9167006220 |
| 2001-03-01 | 14.7893774132 |
| 2001-04-01 | 14.7055828372 |
| 2001-05-01 | 14.6622010043 |
| 2001-06-01 | 14.6902146878 |
| 2001-07-01 | 14.6601890628 |
| 2001-08-01 | 14.7531522435 |
| 2001-09-01 | 14.7455906526 |
| 2001-10-01 | 14.6505014755 |
| 2001-11-01 | 14.5062262412 |
| 2001-12-01 | 14.6297621283 |
| 2002-01-01 | 14.6025393157 |
| 2002-02-01 | 14.8658741576 |
| 2002-03-01 | 15.0182039586 |
| 2002-04-01 | 15.1880364438 |
| 2002-05-01 | 15.1143405423 |
| 2002-06-01 | 15.1170398515 |
| 2002-07-01 | 15.0414158321 |
| 2002-08-01 | 14.7589654415 |
| 2002-09-01 | 14.6773396898 |
| 2002-10-01 | 14.6613696548 |
| 2002-11-01 | 14.8101457435 |
| 2002-12-01 | 14.7212544203 |
| 2003-01-01 | 14.5472094153 |
| 2003-02-01 | 14.4028290832 |
| 2003-03-01 | 14.4389512046 |
| 2003-04-01 | 14.5658063331 |
| 2003-05-01 | 14.7747005299 |
| 2003-06-01 | 14.8567154467 |
| 2003-07-01 | 14.9433852499 |
| 2003-08-01 | 15.0678826145 |
| 2003-09-01 | 15.0956015634 |
| 2003-10-01 | 15.3556112247 |
| 2003-11-01 | 15.3082098405 |
| 2003-12-01 | 15.2052882426 |
| 2004-01-01 | 15.6816426237 |
| 2004-02-01 | 15.7310933846 |
| 2004-03-01 | 16.0684449203 |
| 2004-04-01 | 15.7668821999 |
| 2004-05-01 | 15.9540172702 |
| 2004-06-01 | 15.9197228132 |
| 2004-07-01 | 15.9463013641 |
| 2004-08-01 | 16.0500694486 |
| 2004-09-01 | 16.1886822617 |
| 2004-10-01 | 16.2368752846 |
| 2004-11-01 | 16.3091301057 |
| 2004-12-01 | 16.5113952132 |
| 2005-01-01 | 16.5138936900 |
| 2005-02-01 | 16.5534115573 |
| 2005-03-01 | 16.3827839812 |
| 2005-04-01 | 16.8789904874 |
| 2005-05-01 | 16.8428610495 |
| 2005-06-01 | 17.0028829124 |
| 2005-07-01 | 17.0554860169 |
| 2005-08-01 | 16.9345197765 |
| 2005-09-01 | 16.9578221966 |
| 2005-10-01 | 16.8967203590 |
| 2005-11-01 | 17.2101752988 |
| 2005-12-01 | 17.0337859562 |
| 2006-01-01 | 17.0386575936 |
| 2006-02-01 | 17.2750245723 |
| 2006-03-01 | 17.2977966262 |
| 2006-04-01 | 17.1946392303 |
| 2006-05-01 | 16.8316381032 |
| 2006-06-01 | 16.9045355950 |
| 2006-07-01 | 16.7594836980 |
| 2006-08-01 | 16.9249464947 |
| 2006-09-01 | 16.8200277573 |
| 2006-10-01 | 16.8461391206 |
| 2006-11-01 | 16.6983824470 |
| 2006-12-01 | 16.8739432333 |
| 2007-01-01 | 16.8806736018 |
| 2007-02-01 | 16.3940954880 |
| 2007-03-01 | 16.4949186174 |
| 2007-04-01 | 16.4847950808 |
| 2007-05-01 | 16.7162019773 |
| 2007-06-01 | 16.7176051605 |
| 2007-07-01 | 16.7789688599 |
| 2007-08-01 | 16.8429378156 |
| 2007-09-01 | 16.6901179741 |
| 2007-10-01 | 16.4843421752 |
| 2007-11-01 | 16.3766213997 |
| 2007-12-01 | 16.0000930553 |
| 2008-01-01 | 16.2147930110 |
| 2008-02-01 | 16.1231232061 |
| 2008-03-01 | 16.0895169652 |
| 2008-04-01 | 15.8673310752 |
| 2008-05-01 | 16.0836677101 |
| 2008-06-01 | 16.1406939981 |
| 2008-07-01 | 15.9040331735 |
| 2008-08-01 | 15.5781425068 |
| 2008-09-01 | 15.4757620844 |
| 2008-10-01 | 15.3399981326 |
| 2008-11-01 | 14.8474801560 |
| 2008-12-01 | 14.5253098178 |
| 2009-01-01 | 14.3330348545 |
| 2009-02-01 | 14.1401247527 |
| 2009-03-01 | 13.8618954491 |
| 2009-04-01 | 13.5346042966 |
| 2009-05-01 | 13.2472273721 |
| 2009-06-01 | 12.8647619841 |
| 2009-07-01 | 12.7511015615 |
| 2009-08-01 | 12.5440189445 |
| 2009-09-01 | 12.3754197522 |
| 2009-10-01 | 12.4079377204 |
| 2009-11-01 | 12.4236792435 |
| 2009-12-01 | 12.3409704437 |
| 2010-01-01 | 12.1226770014 |
| 2010-02-01 | 12.0374940723 |
| 2010-03-01 | 12.0157527885 |
| 2010-04-01 | 12.1972368249 |
| 2010-05-01 | 12.1175295764 |
| 2010-06-01 | 12.2006498031 |
| 2010-07-01 | 12.2065570342 |
| 2010-08-01 | 12.3200287233 |
| 2010-09-01 | 12.3901980179 |
| 2010-10-01 | 12.3989523218 |
| 2010-11-01 | 12.3866691010 |
| 2010-12-01 | 12.3488254424 |
| 2011-01-01 | 12.1970226898 |
| 2011-02-01 | 12.2248116986 |
| 2011-03-01 | 12.3669095676 |
| 2011-04-01 | 12.3535863239 |
| 2011-05-01 | 12.4002733287 |
| 2011-06-01 | 12.4310064303 |
| 2011-07-01 | 12.4790621788 |
| 2011-08-01 | 12.4788466909 |
| 2011-09-01 | 12.5103146415 |
| 2011-10-01 | 12.3945263178 |
| 2011-11-01 | 12.4652683391 |
| 2011-12-01 | 12.4426925681 |
| 2012-01-01 | 12.5565828321 |
| 2012-02-01 | 12.8096172787 |
| 2012-03-01 | 12.6316446462 |
| 2012-04-01 | 12.3328991805 |
| 2012-05-01 | 11.9864844634 |
| 2012-06-01 | 12.1582256816 |
| 2012-07-01 | 12.0336120061 |
| 2012-08-01 | 11.9090168113 |
| 2012-09-01 | 11.9345978262 |
| 2012-10-01 | 12.0022289499 |
| 2012-11-01 | 12.0481090021 |
| 2012-12-01 | 12.1368913105 |
| 2013-01-01 | 12.3095610788 |
| 2013-02-01 | 12.3999017363 |
| 2013-03-01 | 12.3183669276 |
| 2013-04-01 | 12.2170970100 |
| 2013-05-01 | 12.2857016369 |
| 2013-06-01 | 12.2771454130 |
| 2013-07-01 | 12.3579214166 |
| 2013-08-01 | 12.4130163717 |
| 2013-09-01 | 12.6602662913 |
| 2013-10-01 | 12.8150073421 |
| 2013-11-01 | 12.7539931818 |
| 2013-12-01 | 12.7345562158 |
| 2014-01-01 | 12.7743572778 |
| 2014-02-01 | 12.7682720451 |
| 2014-03-01 | 12.6044680281 |
| 2014-04-01 | 13.1186363708 |
| 2014-05-01 | 13.1971485900 |
| 2014-06-01 | 13.1979349622 |
| 2014-07-01 | 13.0618125427 |
| 2014-08-01 | 13.1983442122 |
| 2014-09-01 | 13.0919087453 |
| 2014-10-01 | 13.0332761162 |
| 2014-11-01 | 12.9573630266 |
| 2014-12-01 | 12.9264310631 |
| 2015-01-01 | 12.7558507107 |
| 2015-02-01 | 12.5282289577 |
| 2015-03-01 | 12.4007414181 |
| 2015-04-01 | 12.7182622114 |
| 2015-05-01 | 12.9254037163 |
| 2015-06-01 | 12.8133832807 |
| 2015-07-01 | 12.8482197756 |
| 2015-08-01 | 12.8716626606 |
| 2015-09-01 | 12.9144266330 |
| 2015-10-01 | 13.4625092751 |
| 2015-11-01 | 13.2852628390 |
| 2015-12-01 | 13.2169471262 |
| 2016-01-01 | 13.3430654640 |
| 2016-02-01 | 13.1675770642 |
| 2016-03-01 | 13.1931337124 |
| 2016-04-01 | 13.3249696308 |
| 2016-05-01 | 13.1484475954 |
| 2016-06-01 | 13.1243031342 |
| 2016-07-01 | 13.3366244354 |
| 2016-08-01 | 13.3561638929 |
| 2016-09-01 | 13.2395705650 |
| 2016-10-01 | 13.0987037868 |
| 2016-11-01 | 13.0062873951 |
| 2016-12-01 | 13.1194378708 |
| 2017-01-01 | 13.1131830056 |
| 2017-02-01 | 13.3950897608 |
| 2017-03-01 | 13.3919404262 |
| 2017-04-01 | 13.2295397916 |
| 2017-05-01 | 13.3756954917 |
| 2017-06-01 | 13.4357357386 |
| 2017-07-01 | 13.3221845708 |
| 2017-08-01 | 13.4527043664 |
| 2017-09-01 | 13.3511156249 |
| 2017-10-01 | 13.4391784992 |
| 2017-11-01 | 13.5439073632 |
| 2017-12-01 | 13.5259054663 |
| 2018-01-01 | 13.3733126934 |
| 2018-02-01 | 13.5148224062 |
| 2018-03-01 | 13.4851612067 |
| 2018-04-01 | 13.4326918917 |
| 2018-05-01 | 13.3850427779 |
| 2018-06-01 | 13.5467641887 |
| 2018-07-01 | 13.7317163735 |
| 2018-08-01 | 13.6746016612 |
| 2018-09-01 | 13.8668270038 |
| 2018-10-01 | 13.8692145070 |
| 2018-11-01 | 13.7535984265 |
| 2018-12-01 | 13.9197609833 |
| 2019-01-01 | 14.0420940285 |
| 2019-02-01 | 13.9610827936 |
| 2019-03-01 | 13.8780750379 |
| 2019-04-01 | 13.9194249806 |
| 2019-05-01 | 13.8931762437 |
| 2019-06-01 | 13.6579941937 |
| 2019-07-01 | 13.4433647987 |
| 2019-08-01 | 13.5066817131 |
| 2019-09-01 | 13.3796520009 |
| 2019-10-01 | 13.3937362928 |
| 2019-11-01 | 13.4673431145 |
| 2019-12-01 | 13.3072733644 |
| 2020-01-01 | 13.5133239584 |
| 2020-02-01 | 13.6238506560 |
| 2020-03-01 | 13.5660022687 |
| 2020-04-01 | 7.6935819180 |
| 2020-05-01 | 11.6838771587 |
| 2020-06-01 | 12.3633128247 |
| 2020-07-01 | 12.5740712360 |
| 2020-08-01 | 12.7529688079 |
| 2020-09-01 | 12.9091135741 |
| 2020-10-01 | 12.9094075665 |
| 2020-11-01 | 12.7623410821 |
| 2020-12-01 | 13.0820375868 |
| 2021-01-01 | 13.1917592125 |
| 2021-02-01 | 12.8957305550 |
| 2021-03-01 | 13.2474540127 |
| 2021-04-01 | 13.4742508866 |
| 2021-05-01 | 13.3904517672 |
| 2021-06-01 | 13.3686756130 |
| 2021-07-01 | 13.4917579941 |
| 2021-08-01 | 13.4915487950 |
| 2021-09-01 | 13.6328914494 |
| 2021-10-01 | 13.7221731352 |
| 2021-11-01 | 13.8696461719 |
| 2021-12-01 | 13.9588517674 |
| 2022-01-01 | 13.7758929065 |
| 2022-02-01 | 13.7660013849 |
| 2022-03-01 | 13.9119065344 |
| 2022-04-01 | 13.9679649366 |
| 2022-05-01 | 13.9001243073 |
| 2022-06-01 | 13.8731546316 |
| 2022-07-01 | 13.9115964522 |
| 2022-08-01 | 13.9226045973 |
| 2022-09-01 | 13.8605210673 |
| 2022-10-01 | 13.9296351500 |
| 2022-11-01 | 13.9744622554 |
| 2022-12-01 | 13.9316433861 |
| 2023-01-01 | 14.0695742162 |
| 2023-02-01 | 14.1317443720 |
| 2023-03-01 | 14.0650301163 |
| 2023-04-01 | 14.0784386495 |
| 2023-05-01 | 14.0268642481 |
| 2023-06-01 | 13.9876846735 |
| 2023-07-01 | 13.7214381245 |
| 2023-08-01 | 13.6364287255 |
| 2023-09-01 | 13.6727461047 |
| 2023-10-01 | 13.6307470863 |
| 2023-11-01 | 13.4864390808 |
| 2023-12-01 | 13.6240315792 |
| 2024-01-01 | 13.4519408533 |
| 2024-02-01 | 13.5017688812 |
| 2024-03-01 | 13.4248784021 |
| 2024-04-01 | 13.3924420450 |
| 2024-05-01 | 13.4502235715 |
| 2024-06-01 | 13.5043207719 |
| 2024-07-01 | 13.5358394983 |
| 2024-08-01 | 13.5389830358 |
| 2024-09-01 | 13.5749822822 |
| 2024-10-01 | 13.6277656807 |
| 2024-11-01 | 13.6972062170 |
| 2024-12-01 | 13.6218439243 |
| 2025-01-01 | 13.6351241370 |
| 2025-02-01 | 13.5752467596 |
| 2025-03-01 | 13.8959341555 |
| 2025-04-01 | 13.6152396516 |
| 2025-05-01 | 13.5752763691 |
| 2025-06-01 | 13.7226799795 |
| 2025-07-01 | 13.8426066141 |
| 2025-08-01 | 13.8290767810 |
| 2025-09-01 | 13.7664526037 |
| 2025-10-01 | 13.5251454233 |
| 2025-11-01 | 13.7005519880 |
| 2025-12-01 | 13.7270030426 |
| 2026-01-01 | 14.0200867117 |
| 2026-02-01 | 13.9668359825 |
| 2026-03-01 | 13.9797206605 |
| 2026-04-01 | 13.7294104901 |
| 2026-05-01 | 13.4938980067 |
| 2026-06-01 | 13.5380411661 |
| 2026-07-01 | 13.5419038796 |
| 2026-08-01 | 13.6198063147 |
| 2026-09-01 | 13.6579133362 |