Table Data - All Employees: Mining, Logging, and Construction in Reading, PA (MSA)
| Title | All Employees: Mining, Logging, and Construction in Reading, PA (MSA) |
|---|---|
| Series ID | READ742NRMN |
| 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 2025-11-01 |
| Last Updated | 2026-01-07 9:41 PM 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 | 7.15971240504004 |
| 1990-02-01 | 7.38782431807057 |
| 1990-03-01 | 7.48636775318024 |
| 1990-04-01 | 7.44810709633529 |
| 1990-05-01 | 7.39241972386508 |
| 1990-06-01 | 7.49018289805449 |
| 1990-07-01 | 7.31955584974764 |
| 1990-08-01 | 7.35357119340311 |
| 1990-09-01 | 7.35191397775426 |
| 1990-10-01 | 7.33761507769140 |
| 1990-11-01 | 7.23943936509173 |
| 1990-12-01 | 7.03228974790347 |
| 1991-01-01 | 6.85968709981933 |
| 1991-02-01 | 6.69023467913754 |
| 1991-03-01 | 6.59090882232994 |
| 1991-04-01 | 6.64563085376970 |
| 1991-05-01 | 6.68794680448345 |
| 1991-06-01 | 6.59435871147843 |
| 1991-07-01 | 6.52372013052858 |
| 1991-08-01 | 6.54234086485240 |
| 1991-09-01 | 6.45089953571309 |
| 1991-10-01 | 6.43665693202217 |
| 1991-11-01 | 6.44146381489106 |
| 1991-12-01 | 6.43286357557044 |
| 1992-01-01 | 6.55663905163270 |
| 1992-02-01 | 6.59696310439239 |
| 1992-03-01 | 6.50468319138996 |
| 1992-04-01 | 6.43750284833195 |
| 1992-05-01 | 6.38389778821894 |
| 1992-06-01 | 6.30574882436157 |
| 1992-07-01 | 6.42220370624472 |
| 1992-08-01 | 6.21370850090186 |
| 1992-09-01 | 6.24881611904750 |
| 1992-10-01 | 6.13620006428234 |
| 1992-11-01 | 6.14876256054249 |
| 1992-12-01 | 6.04642828189135 |
| 1993-01-01 | 6.45914470125816 |
| 1993-02-01 | 6.60419386198289 |
| 1993-03-01 | 6.31073126696654 |
| 1993-04-01 | 6.12987203150232 |
| 1993-05-01 | 6.07955925964405 |
| 1993-06-01 | 6.11858384544688 |
| 1993-07-01 | 6.11777717394379 |
| 1993-08-01 | 5.97779398758549 |
| 1993-09-01 | 6.04396678157871 |
| 1993-10-01 | 6.14018232398121 |
| 1993-11-01 | 6.15403671833295 |
| 1993-12-01 | 6.26817689485461 |
| 1994-01-01 | 6.17053679060565 |
| 1994-02-01 | 6.20493064938183 |
| 1994-03-01 | 6.20495603624973 |
| 1994-04-01 | 6.42838562364104 |
| 1994-05-01 | 6.57558181766515 |
| 1994-06-01 | 6.52354998637687 |
| 1994-07-01 | 6.51182484635684 |
| 1994-08-01 | 6.75239874205935 |
| 1994-09-01 | 6.74541721419661 |
| 1994-10-01 | 6.73981531138403 |
| 1994-11-01 | 6.75603913545779 |
| 1994-12-01 | 6.79921360282519 |
| 1995-01-01 | 6.78507959397945 |
| 1995-02-01 | 6.69676070233306 |
| 1995-03-01 | 6.69287315355301 |
| 1995-04-01 | 6.82764160656340 |
| 1995-05-01 | 6.66688554431820 |
| 1995-06-01 | 6.72201759862674 |
| 1995-07-01 | 6.71232745485319 |
| 1995-08-01 | 6.83787290504679 |
| 1995-09-01 | 6.93993499231326 |
| 1995-10-01 | 6.74891627088352 |
| 1995-11-01 | 6.66558416688503 |
| 1995-12-01 | 6.53187224388530 |
| 1996-01-01 | 6.09494904604403 |
| 1996-02-01 | 6.57643102792412 |
| 1996-03-01 | 6.78200306023441 |
| 1996-04-01 | 6.72171624135857 |
| 1996-05-01 | 6.85204906252247 |
| 1996-06-01 | 6.90909406071692 |
| 1996-07-01 | 7.01515334676769 |
| 1996-08-01 | 7.04051104853855 |
| 1996-09-01 | 7.04498747337234 |
| 1996-10-01 | 7.06197284078199 |
| 1996-11-01 | 7.18591962227162 |
| 1996-12-01 | 7.17056880048059 |
| 1997-01-01 | 7.08697406695572 |
| 1997-02-01 | 7.24649975156559 |
| 1997-03-01 | 7.15899557762924 |
| 1997-04-01 | 7.01837484721360 |
| 1997-05-01 | 7.13797007075312 |
| 1997-06-01 | 7.09163404753153 |
| 1997-07-01 | 7.11381523132411 |
| 1997-08-01 | 7.05619731512491 |
| 1997-09-01 | 7.14777907194653 |
| 1997-10-01 | 7.39281438115788 |
| 1997-11-01 | 7.32014979349610 |
| 1997-12-01 | 7.29975023584071 |
| 1998-01-01 | 7.37021578802266 |
| 1998-02-01 | 7.31246462783756 |
| 1998-03-01 | 7.22922965308970 |
| 1998-04-01 | 7.21260285438127 |
| 1998-05-01 | 7.02249750315070 |
| 1998-06-01 | 7.06442291293497 |
| 1998-07-01 | 7.12031785307602 |
| 1998-08-01 | 7.08724763610077 |
| 1998-09-01 | 7.15479288607835 |
| 1998-10-01 | 7.01832708730021 |
| 1998-11-01 | 6.95561821313781 |
| 1998-12-01 | 7.11905553890052 |
| 1999-01-01 | 7.14586159790537 |
| 1999-02-01 | 7.38944791486060 |
| 1999-03-01 | 7.30293281621145 |
| 1999-04-01 | 7.50649091580181 |
| 1999-05-01 | 7.61300897052653 |
| 1999-06-01 | 7.63659232742046 |
| 1999-07-01 | 7.63270695697483 |
| 1999-08-01 | 7.50765122427932 |
| 1999-09-01 | 7.64886131558897 |
| 1999-10-01 | 7.84800247895826 |
| 1999-11-01 | 7.89006596392963 |
| 1999-12-01 | 7.92488833945215 |
| 2000-01-01 | 8.02444356716052 |
| 2000-02-01 | 7.78258587815877 |
| 2000-03-01 | 8.08896218436097 |
| 2000-04-01 | 8.19946077280310 |
| 2000-05-01 | 8.00656456956523 |
| 2000-06-01 | 7.90448989627475 |
| 2000-07-01 | 8.14774972067404 |
| 2000-08-01 | 8.22299050490734 |
| 2000-09-01 | 8.25015793393850 |
| 2000-10-01 | 8.26034646259091 |
| 2000-11-01 | 8.30482240568469 |
| 2000-12-01 | 8.32966014461079 |
| 2001-01-01 | 8.41020726551446 |
| 2001-02-01 | 8.39170391164745 |
| 2001-03-01 | 8.46659165153507 |
| 2001-04-01 | 8.50149645736842 |
| 2001-05-01 | 8.51489998814009 |
| 2001-06-01 | 8.58204419215528 |
| 2001-07-01 | 8.35533422975465 |
| 2001-08-01 | 8.33489311089084 |
| 2001-09-01 | 8.34816359656139 |
| 2001-10-01 | 8.26402623264313 |
| 2001-11-01 | 8.19983781390781 |
| 2001-12-01 | 8.22799672060604 |
| 2002-01-01 | 8.20857654411383 |
| 2002-02-01 | 8.30591744408504 |
| 2002-03-01 | 8.25214523856557 |
| 2002-04-01 | 8.20363133681041 |
| 2002-05-01 | 8.22432509050263 |
| 2002-06-01 | 8.26584691600781 |
| 2002-07-01 | 8.26346717609453 |
| 2002-08-01 | 8.24948445678713 |
| 2002-09-01 | 8.24584612264921 |
| 2002-10-01 | 8.15925691604807 |
| 2002-11-01 | 8.18486746995254 |
| 2002-12-01 | 8.23098824514319 |
| 2003-01-01 | 8.21072532276117 |
| 2003-02-01 | 8.11162760013869 |
| 2003-03-01 | 8.03661378039720 |
| 2003-04-01 | 8.09913397410605 |
| 2003-05-01 | 8.34138597103918 |
| 2003-06-01 | 8.27308877010934 |
| 2003-07-01 | 8.27014972105802 |
| 2003-08-01 | 8.25544909820615 |
| 2003-09-01 | 8.23410133465623 |
| 2003-10-01 | 8.35141779926338 |
| 2003-11-01 | 8.37726175713887 |
| 2003-12-01 | 8.33449692595871 |
| 2004-01-01 | 8.31201011353608 |
| 2004-02-01 | 8.31842750881475 |
| 2004-03-01 | 8.43155406503819 |
| 2004-04-01 | 8.37926618402919 |
| 2004-05-01 | 8.35058280707972 |
| 2004-06-01 | 8.18873402830103 |
| 2004-07-01 | 8.37827775165653 |
| 2004-08-01 | 8.35877248680820 |
| 2004-09-01 | 8.43236250760648 |
| 2004-10-01 | 8.53711740802081 |
| 2004-11-01 | 8.57174283343148 |
| 2004-12-01 | 8.74083200244618 |
| 2005-01-01 | 8.51893100764308 |
| 2005-02-01 | 8.52344690613187 |
| 2005-03-01 | 8.32091009551559 |
| 2005-04-01 | 8.54560540651840 |
| 2005-05-01 | 8.54908577467132 |
| 2005-06-01 | 8.72528827859719 |
| 2005-07-01 | 8.69328287241988 |
| 2005-08-01 | 8.76240291288305 |
| 2005-09-01 | 8.83055728043061 |
| 2005-10-01 | 8.71536256112246 |
| 2005-11-01 | 8.86776280093241 |
| 2005-12-01 | 8.84110506739763 |
| 2006-01-01 | 9.03174888208032 |
| 2006-02-01 | 9.12861368965009 |
| 2006-03-01 | 9.11868962966260 |
| 2006-04-01 | 9.10908374253644 |
| 2006-05-01 | 9.13441802132260 |
| 2006-06-01 | 9.05931011298370 |
| 2006-07-01 | 9.11714192578830 |
| 2006-08-01 | 9.16678813224389 |
| 2006-09-01 | 9.12920363936575 |
| 2006-10-01 | 9.10136421952629 |
| 2006-11-01 | 8.96142859972157 |
| 2006-12-01 | 9.03428865737162 |
| 2007-01-01 | 9.14641310616561 |
| 2007-02-01 | 8.92952790814441 |
| 2007-03-01 | 9.12018831523387 |
| 2007-04-01 | 9.17936985397497 |
| 2007-05-01 | 9.11021423240576 |
| 2007-06-01 | 9.19390867779448 |
| 2007-07-01 | 9.23887252061519 |
| 2007-08-01 | 9.17219757981192 |
| 2007-09-01 | 9.13788463127500 |
| 2007-10-01 | 9.18679610107443 |
| 2007-11-01 | 9.15329671224597 |
| 2007-12-01 | 9.31947716442218 |
| 2008-01-01 | 9.05841727729189 |
| 2008-02-01 | 9.03317796245967 |
| 2008-03-01 | 9.02409610765581 |
| 2008-04-01 | 9.15833739588006 |
| 2008-05-01 | 9.08697328953375 |
| 2008-06-01 | 8.81336861032761 |
| 2008-07-01 | 8.75386476887609 |
| 2008-08-01 | 8.67960652403372 |
| 2008-09-01 | 8.66431213602397 |
| 2008-10-01 | 8.58594059210835 |
| 2008-11-01 | 8.43611204646180 |
| 2008-12-01 | 8.30300884700342 |
| 2009-01-01 | 8.06279032851698 |
| 2009-02-01 | 8.03366140133981 |
| 2009-03-01 | 7.81399579816934 |
| 2009-04-01 | 7.64460353566305 |
| 2009-05-01 | 7.56885305849137 |
| 2009-06-01 | 7.43148069753742 |
| 2009-07-01 | 7.26297546574651 |
| 2009-08-01 | 7.29425577644505 |
| 2009-09-01 | 7.29871571713085 |
| 2009-10-01 | 7.19428368666407 |
| 2009-11-01 | 7.22291753609126 |
| 2009-12-01 | 7.18593457518261 |
| 2010-01-01 | 7.15496621154254 |
| 2010-02-01 | 7.01818129585160 |
| 2010-03-01 | 6.99245025667695 |
| 2010-04-01 | 7.04313624780230 |
| 2010-05-01 | 7.06211622649518 |
| 2010-06-01 | 7.14482410659565 |
| 2010-07-01 | 7.17404914206940 |
| 2010-08-01 | 7.11280760075558 |
| 2010-09-01 | 7.01983626087564 |
| 2010-10-01 | 7.11963821842997 |
| 2010-11-01 | 7.21563462466310 |
| 2010-12-01 | 6.97917623205080 |
| 2011-01-01 | 6.92960824561031 |
| 2011-02-01 | 6.98890405277039 |
| 2011-03-01 | 7.06960167128880 |
| 2011-04-01 | 7.14670970317884 |
| 2011-05-01 | 7.16440170572823 |
| 2011-06-01 | 7.15548071829269 |
| 2011-07-01 | 7.18223897651907 |
| 2011-08-01 | 7.23882928679128 |
| 2011-09-01 | 7.13226970979998 |
| 2011-10-01 | 7.13264600878358 |
| 2011-11-01 | 7.22274301579048 |
| 2011-12-01 | 7.17331629163683 |
| 2012-01-01 | 7.20369962319708 |
| 2012-02-01 | 7.36106274623219 |
| 2012-03-01 | 7.24938612835141 |
| 2012-04-01 | 7.05385786061383 |
| 2012-05-01 | 6.96964618002350 |
| 2012-06-01 | 6.96109331159000 |
| 2012-07-01 | 6.99600889956687 |
| 2012-08-01 | 6.95996404543496 |
| 2012-09-01 | 6.92855685042270 |
| 2012-10-01 | 6.93708748778861 |
| 2012-11-01 | 7.03478742969222 |
| 2012-12-01 | 7.26806109377567 |
| 2013-01-01 | 7.28696358762327 |
| 2013-02-01 | 7.24140977202517 |
| 2013-03-01 | 7.23575916480801 |
| 2013-04-01 | 7.16762113569243 |
| 2013-05-01 | 7.17882308989013 |
| 2013-06-01 | 7.05791231346367 |
| 2013-07-01 | 7.09962729089209 |
| 2013-08-01 | 7.07795219034053 |
| 2013-09-01 | 7.21163687711628 |
| 2013-10-01 | 7.13363524533381 |
| 2013-11-01 | 7.15096534815193 |
| 2013-12-01 | 7.05888965233510 |
| 2014-01-01 | 7.19085480201398 |
| 2014-02-01 | 7.33305097139701 |
| 2014-03-01 | 7.23055788558756 |
| 2014-04-01 | 7.38801111701082 |
| 2014-05-01 | 7.38365913295451 |
| 2014-06-01 | 7.44049057304541 |
| 2014-07-01 | 7.39968159490322 |
| 2014-08-01 | 7.38334016414594 |
| 2014-09-01 | 7.48336690586032 |
| 2014-10-01 | 7.63227417866334 |
| 2014-11-01 | 7.76921656596716 |
| 2014-12-01 | 7.66167141429135 |
| 2015-01-01 | 7.60357696254151 |
| 2015-02-01 | 7.53463124235700 |
| 2015-03-01 | 7.43260755515349 |
| 2015-04-01 | 7.60197883344353 |
| 2015-05-01 | 7.68686125007208 |
| 2015-06-01 | 7.70636319855672 |
| 2015-07-01 | 7.68085097850951 |
| 2015-08-01 | 7.88687954747690 |
| 2015-09-01 | 7.87637281276646 |
| 2015-10-01 | 7.93569806233887 |
| 2015-11-01 | 7.88892526444318 |
| 2015-12-01 | 7.97119811037290 |
| 2016-01-01 | 7.91443458506048 |
| 2016-02-01 | 7.74429922061013 |
| 2016-03-01 | 7.93431914070897 |
| 2016-04-01 | 7.79701543646391 |
| 2016-05-01 | 7.77609548851935 |
| 2016-06-01 | 7.76704196638935 |
| 2016-07-01 | 7.86842893903710 |
| 2016-08-01 | 7.98698735925955 |
| 2016-09-01 | 7.79278664111152 |
| 2016-10-01 | 7.66109147562732 |
| 2016-11-01 | 7.71026683754628 |
| 2016-12-01 | 7.68430434967900 |
| 2017-01-01 | 7.61058120180420 |
| 2017-02-01 | 7.73156823936056 |
| 2017-03-01 | 7.62132592981643 |
| 2017-04-01 | 7.87764654672982 |
| 2017-05-01 | 7.97173423257401 |
| 2017-06-01 | 8.14144590544378 |
| 2017-07-01 | 8.16410385673609 |
| 2017-08-01 | 8.19701129514874 |
| 2017-09-01 | 8.22403840493462 |
| 2017-10-01 | 8.20198660225348 |
| 2017-11-01 | 8.12320806196332 |
| 2017-12-01 | 8.09221697909474 |
| 2018-01-01 | 7.89128167111713 |
| 2018-02-01 | 8.00129206864593 |
| 2018-03-01 | 8.00712248499721 |
| 2018-04-01 | 7.94494846288075 |
| 2018-05-01 | 7.96771421588838 |
| 2018-06-01 | 7.92851221449251 |
| 2018-07-01 | 7.98356075978954 |
| 2018-08-01 | 7.91339538434591 |
| 2018-09-01 | 7.85857097606244 |
| 2018-10-01 | 7.94059947786257 |
| 2018-11-01 | 7.93422795848398 |
| 2018-12-01 | 7.89842428925048 |
| 2019-01-01 | 8.06444141058579 |
| 2019-02-01 | 7.94538240129338 |
| 2019-03-01 | 7.98494235630146 |
| 2019-04-01 | 8.11683913557974 |
| 2019-05-01 | 8.16908513970884 |
| 2019-06-01 | 8.04373295928816 |
| 2019-07-01 | 7.91136783734140 |
| 2019-08-01 | 7.83222402714531 |
| 2019-09-01 | 7.79209070501240 |
| 2019-10-01 | 7.76256780214189 |
| 2019-11-01 | 7.83888119820965 |
| 2019-12-01 | 7.89919224851515 |
| 2020-01-01 | 7.83087970760268 |
| 2020-02-01 | 7.89014366191178 |
| 2020-03-01 | 7.86973530101164 |
| 2020-04-01 | 4.79935750157413 |
| 2020-05-01 | 6.87427702690405 |
| 2020-06-01 | 7.27072666737288 |
| 2020-07-01 | 7.44614486269119 |
| 2020-08-01 | 7.53676506284590 |
| 2020-09-01 | 7.60997104567654 |
| 2020-10-01 | 7.57319976385910 |
| 2020-11-01 | 7.64996751722402 |
| 2020-12-01 | 7.59093446160951 |
| 2021-01-01 | 7.70943006733881 |
| 2021-02-01 | 7.33697304660181 |
| 2021-03-01 | 7.54217149981899 |
| 2021-04-01 | 7.70420992012592 |
| 2021-05-01 | 7.69351807807135 |
| 2021-06-01 | 7.81352515720752 |
| 2021-07-01 | 7.76304453746639 |
| 2021-08-01 | 7.63180205244917 |
| 2021-09-01 | 7.81122910826548 |
| 2021-10-01 | 7.86788575318602 |
| 2021-11-01 | 7.85993246949139 |
| 2021-12-01 | 7.88428694721080 |
| 2022-01-01 | 7.90001728520938 |
| 2022-02-01 | 8.00023488862804 |
| 2022-03-01 | 8.02619862377704 |
| 2022-04-01 | 7.92073714843427 |
| 2022-05-01 | 8.01188850218612 |
| 2022-06-01 | 7.84403473922528 |
| 2022-07-01 | 7.96303052573075 |
| 2022-08-01 | 7.92494962678087 |
| 2022-09-01 | 7.90334833499824 |
| 2022-10-01 | 7.95827029873955 |
| 2022-11-01 | 7.97149576619968 |
| 2022-12-01 | 7.97697341413004 |
| 2023-01-01 | 8.10068013604670 |
| 2023-02-01 | 8.08373534753220 |
| 2023-03-01 | 8.00923550437144 |
| 2023-04-01 | 8.04324614009622 |
| 2023-05-01 | 8.02122108590829 |
| 2023-06-01 | 8.07094510876115 |
| 2023-07-01 | 8.04704683707825 |
| 2023-08-01 | 8.22223421397968 |
| 2023-09-01 | 8.19981073250562 |
| 2023-10-01 | 8.04664076293684 |
| 2023-11-01 | 7.97773287474723 |
| 2023-12-01 | 7.97447505469746 |
| 2024-01-01 | 7.89571323978191 |
| 2024-02-01 | 7.88164107996135 |
| 2024-03-01 | 8.00849076486566 |
| 2024-04-01 | 7.95810486360792 |
| 2024-05-01 | 7.92336700860112 |
| 2024-06-01 | 7.98083883508257 |
| 2024-07-01 | 8.03376549289234 |
| 2024-08-01 | 8.02397562662780 |
| 2024-09-01 | 7.99409977309781 |
| 2024-10-01 | 8.14586638491161 |
| 2024-11-01 | 8.07882081147430 |
| 2024-12-01 | 8.16766653036568 |
| 2025-01-01 | 8.19598625531830 |
| 2025-02-01 | 8.28758589684559 |
| 2025-03-01 | 8.20506930814344 |
| 2025-04-01 | 8.16444131047198 |
| 2025-05-01 | 8.22622231789044 |
| 2025-06-01 | 8.18412790746019 |
| 2025-07-01 | 8.22570831954651 |
| 2025-08-01 | 8.12819175416748 |
| 2025-09-01 | 8.19280376775774 |
| 2025-10-01 | 8.14433004867538 |
| 2025-11-01 | 8.27532503187158 |