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 2026-05-01 |
| Last Updated | 2026-06-24 9:50 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 | 7.16088405694326 |
| 1990-02-01 | 7.38778490913957 |
| 1990-03-01 | 7.48615965253807 |
| 1990-04-01 | 7.44797712539006 |
| 1990-05-01 | 7.39232820253091 |
| 1990-06-01 | 7.49009359220809 |
| 1990-07-01 | 7.31886229294712 |
| 1990-08-01 | 7.35343404984013 |
| 1990-09-01 | 7.35176555338670 |
| 1990-10-01 | 7.33745087015545 |
| 1990-11-01 | 7.23926113277751 |
| 1990-12-01 | 7.03303998422201 |
| 1991-01-01 | 6.86080399543342 |
| 1991-02-01 | 6.69024124227757 |
| 1991-03-01 | 6.59068371288867 |
| 1991-04-01 | 6.64548626882305 |
| 1991-05-01 | 6.68779778614674 |
| 1991-06-01 | 6.59425944584014 |
| 1991-07-01 | 6.52309756359436 |
| 1991-08-01 | 6.54221537451121 |
| 1991-09-01 | 6.45076469039379 |
| 1991-10-01 | 6.43651421612749 |
| 1991-11-01 | 6.44131609111347 |
| 1991-12-01 | 6.43361892562729 |
| 1992-01-01 | 6.55752789082873 |
| 1992-02-01 | 6.59708954919668 |
| 1992-03-01 | 6.50447830851742 |
| 1992-04-01 | 6.43735370225472 |
| 1992-05-01 | 6.38368917713148 |
| 1992-06-01 | 6.30563779735353 |
| 1992-07-01 | 6.42165109249369 |
| 1992-08-01 | 6.21360381026012 |
| 1992-09-01 | 6.24874309732907 |
| 1992-10-01 | 6.13608471758218 |
| 1992-11-01 | 6.14864612573287 |
| 1992-12-01 | 6.04718513892650 |
| 1993-01-01 | 6.45970865044245 |
| 1993-02-01 | 6.60438761834453 |
| 1993-03-01 | 6.31058267600561 |
| 1993-04-01 | 6.12974849700450 |
| 1993-05-01 | 6.07931706529348 |
| 1993-06-01 | 6.11848958493072 |
| 1993-07-01 | 6.11728771728860 |
| 1993-08-01 | 5.97772900169723 |
| 1993-09-01 | 6.04396670637793 |
| 1993-10-01 | 6.14009274334752 |
| 1993-11-01 | 6.15393262129361 |
| 1993-12-01 | 6.26886770641507 |
| 1994-01-01 | 6.17083035342802 |
| 1994-02-01 | 6.20516944406851 |
| 1994-03-01 | 6.20482758473720 |
| 1994-04-01 | 6.42829404927832 |
| 1994-05-01 | 6.57533568445822 |
| 1994-06-01 | 6.52345466101878 |
| 1994-07-01 | 6.51147707228714 |
| 1994-08-01 | 6.75235030488548 |
| 1994-09-01 | 6.74547852993629 |
| 1994-10-01 | 6.73974755953974 |
| 1994-11-01 | 6.75597388408771 |
| 1994-12-01 | 6.79978399323981 |
| 1995-01-01 | 6.78516889955535 |
| 1995-02-01 | 6.69692106739623 |
| 1995-03-01 | 6.69278209326907 |
| 1995-04-01 | 6.82760418821898 |
| 1995-05-01 | 6.66670748040351 |
| 1995-06-01 | 6.72193256114093 |
| 1995-07-01 | 6.71212841831472 |
| 1995-08-01 | 6.83783348962697 |
| 1995-09-01 | 6.94000725544500 |
| 1995-10-01 | 6.74885773581968 |
| 1995-11-01 | 6.66558629632619 |
| 1995-12-01 | 6.53219924437862 |
| 1996-01-01 | 6.09487937615435 |
| 1996-02-01 | 6.57663602556314 |
| 1996-03-01 | 6.78192904583092 |
| 1996-04-01 | 6.72171492575080 |
| 1996-05-01 | 6.85197003592243 |
| 1996-06-01 | 6.90900120558554 |
| 1996-07-01 | 7.01507874033469 |
| 1996-08-01 | 7.04045477306528 |
| 1996-09-01 | 7.04505130701175 |
| 1996-10-01 | 7.06191334528345 |
| 1996-11-01 | 7.18599033784368 |
| 1996-12-01 | 7.17066332324879 |
| 1997-01-01 | 7.08676375234766 |
| 1997-02-01 | 7.24680049628254 |
| 1997-03-01 | 7.15897389189482 |
| 1997-04-01 | 7.01839976440078 |
| 1997-05-01 | 7.13801387258841 |
| 1997-06-01 | 7.09151444208849 |
| 1997-07-01 | 7.11375162667061 |
| 1997-08-01 | 7.05613534441629 |
| 1997-09-01 | 7.14779570755742 |
| 1997-10-01 | 7.39273744303016 |
| 1997-11-01 | 7.32023470369744 |
| 1997-12-01 | 7.29970332005039 |
| 1998-01-01 | 7.37003276034154 |
| 1998-02-01 | 7.31290695288841 |
| 1998-03-01 | 7.22920518211287 |
| 1998-04-01 | 7.21262479055514 |
| 1998-05-01 | 7.02260042119652 |
| 1998-06-01 | 7.06419947085040 |
| 1998-07-01 | 7.12026715283630 |
| 1998-08-01 | 7.08718876325642 |
| 1998-09-01 | 7.15477366468942 |
| 1998-10-01 | 7.01824597662749 |
| 1998-11-01 | 6.95569492763116 |
| 1998-12-01 | 7.11899957941342 |
| 1999-01-01 | 7.14573950747832 |
| 1999-02-01 | 7.38992035712094 |
| 1999-03-01 | 7.30293235895237 |
| 1999-04-01 | 7.50649702837793 |
| 1999-05-01 | 7.61312794180174 |
| 1999-06-01 | 7.63626254106037 |
| 1999-07-01 | 7.63266997333129 |
| 1999-08-01 | 7.50760198465091 |
| 1999-09-01 | 7.64881557135619 |
| 1999-10-01 | 7.84793937116441 |
| 1999-11-01 | 7.89014946225046 |
| 1999-12-01 | 7.92483630696355 |
| 2000-01-01 | 8.02439061528187 |
| 2000-02-01 | 7.78306206504502 |
| 2000-03-01 | 8.08896079189398 |
| 2000-04-01 | 8.19944913808491 |
| 2000-05-01 | 8.00664036108238 |
| 2000-06-01 | 7.90409915140770 |
| 2000-07-01 | 8.14772662429287 |
| 2000-08-01 | 8.22296018048823 |
| 2000-09-01 | 8.25013648253498 |
| 2000-10-01 | 8.26031998908833 |
| 2000-11-01 | 8.30489422617772 |
| 2000-12-01 | 8.32964318379809 |
| 2001-01-01 | 8.41018911515527 |
| 2001-02-01 | 8.39206855272116 |
| 2001-03-01 | 8.46661186818313 |
| 2001-04-01 | 8.50148134464527 |
| 2001-05-01 | 8.51493867395632 |
| 2001-06-01 | 8.58165073444425 |
| 2001-07-01 | 8.35532799470900 |
| 2001-08-01 | 8.33488558994020 |
| 2001-09-01 | 8.34816689003667 |
| 2001-10-01 | 8.26403408108042 |
| 2001-11-01 | 8.19989265267350 |
| 2001-12-01 | 8.22800882870598 |
| 2002-01-01 | 8.20858592842998 |
| 2002-02-01 | 8.30613341226927 |
| 2002-03-01 | 8.25216792053208 |
| 2002-04-01 | 8.20364104584000 |
| 2002-05-01 | 8.22432866427085 |
| 2002-06-01 | 8.26549387674110 |
| 2002-07-01 | 8.26347995448494 |
| 2002-08-01 | 8.24949913132579 |
| 2002-09-01 | 8.24586995904009 |
| 2002-10-01 | 8.15928656419046 |
| 2002-11-01 | 8.18489985033116 |
| 2002-12-01 | 8.23102312635924 |
| 2003-01-01 | 8.21075555083195 |
| 2003-02-01 | 8.11168706236481 |
| 2003-03-01 | 8.03663580656490 |
| 2003-04-01 | 8.09915335091195 |
| 2003-05-01 | 8.34139240527239 |
| 2003-06-01 | 8.27283108897525 |
| 2003-07-01 | 8.27016332888003 |
| 2003-08-01 | 8.25546665166109 |
| 2003-09-01 | 8.23412400058925 |
| 2003-10-01 | 8.35144622838096 |
| 2003-11-01 | 8.37729331153535 |
| 2003-12-01 | 8.33452528590095 |
| 2004-01-01 | 8.31203115690108 |
| 2004-02-01 | 8.31844678020631 |
| 2004-03-01 | 8.43155161290471 |
| 2004-04-01 | 8.37927794074794 |
| 2004-05-01 | 8.35058195222203 |
| 2004-06-01 | 8.18858587812712 |
| 2004-07-01 | 8.37828571005529 |
| 2004-08-01 | 8.35878412956913 |
| 2004-09-01 | 8.43237795024150 |
| 2004-10-01 | 8.53713950970804 |
| 2004-11-01 | 8.57176875491499 |
| 2004-12-01 | 8.74084971283271 |
| 2005-01-01 | 8.51894102475074 |
| 2005-02-01 | 8.52345461713419 |
| 2005-03-01 | 8.32090480518999 |
| 2005-04-01 | 8.54560773609233 |
| 2005-05-01 | 8.54908072798845 |
| 2005-06-01 | 8.72521063147207 |
| 2005-07-01 | 8.69328609771498 |
| 2005-08-01 | 8.76240879833720 |
| 2005-09-01 | 8.83056551299394 |
| 2005-10-01 | 8.71537650812480 |
| 2005-11-01 | 8.86778395921470 |
| 2005-12-01 | 8.84111504962340 |
| 2006-01-01 | 9.03175351515145 |
| 2006-02-01 | 9.12861650466177 |
| 2006-03-01 | 9.11868894927056 |
| 2006-04-01 | 9.10908437138868 |
| 2006-05-01 | 9.13441634634930 |
| 2006-06-01 | 9.05925442735218 |
| 2006-07-01 | 9.11714634408473 |
| 2006-08-01 | 9.16679318539766 |
| 2006-09-01 | 9.12920883264852 |
| 2006-10-01 | 9.10137371421843 |
| 2006-11-01 | 8.96144515048784 |
| 2006-12-01 | 9.03429361089244 |
| 2007-01-01 | 9.14641452537400 |
| 2007-02-01 | 8.92952792114758 |
| 2007-03-01 | 9.12019110832957 |
| 2007-04-01 | 9.17936734391085 |
| 2007-05-01 | 9.11021245059444 |
| 2007-06-01 | 9.19387692942738 |
| 2007-07-01 | 9.23887439727955 |
| 2007-08-01 | 9.17219992317152 |
| 2007-09-01 | 9.13788722001791 |
| 2007-10-01 | 9.18680168146234 |
| 2007-11-01 | 9.15331122397142 |
| 2007-12-01 | 9.31947934815181 |
| 2008-01-01 | 9.05841786751893 |
| 2008-02-01 | 9.03317730726149 |
| 2008-03-01 | 9.02409597912837 |
| 2008-04-01 | 9.15833311453756 |
| 2008-05-01 | 9.08696904710493 |
| 2008-06-01 | 8.81336038391691 |
| 2008-07-01 | 8.75386371218209 |
| 2008-08-01 | 8.67960637801329 |
| 2008-09-01 | 8.66431306138547 |
| 2008-10-01 | 8.58594376678637 |
| 2008-11-01 | 8.43612200871577 |
| 2008-12-01 | 8.30301007506767 |
| 2009-01-01 | 8.06279159606270 |
| 2009-02-01 | 8.03366165203849 |
| 2009-03-01 | 7.81399058609949 |
| 2009-04-01 | 7.64460072103372 |
| 2009-05-01 | 7.56885008338964 |
| 2009-06-01 | 7.43147971991579 |
| 2009-07-01 | 7.26297477778476 |
| 2009-08-01 | 7.29425564620743 |
| 2009-09-01 | 7.29871655050440 |
| 2009-10-01 | 7.19428532906377 |
| 2009-11-01 | 7.22292364382328 |
| 2009-12-01 | 7.18593657379043 |
| 2010-01-01 | 7.15496792544127 |
| 2010-02-01 | 7.01818180123222 |
| 2010-03-01 | 6.99244108253829 |
| 2010-04-01 | 7.04313479640911 |
| 2010-05-01 | 7.06211467307696 |
| 2010-06-01 | 7.14482395038749 |
| 2010-07-01 | 7.17404927242145 |
| 2010-08-01 | 7.11280803773244 |
| 2010-09-01 | 7.01983770687778 |
| 2010-10-01 | 7.11964077424682 |
| 2010-11-01 | 7.21563759460760 |
| 2010-12-01 | 6.97917939245013 |
| 2011-01-01 | 6.92960930215863 |
| 2011-02-01 | 6.98890958087480 |
| 2011-03-01 | 7.06958632153710 |
| 2011-04-01 | 7.14670744717351 |
| 2011-05-01 | 7.16439984633359 |
| 2011-06-01 | 7.15548035542231 |
| 2011-07-01 | 7.18223976008950 |
| 2011-08-01 | 7.23882696476298 |
| 2011-09-01 | 7.13227329632288 |
| 2011-10-01 | 7.13265178128704 |
| 2011-11-01 | 7.22274994704965 |
| 2011-12-01 | 7.17332317098298 |
| 2012-01-01 | 7.20370403279771 |
| 2012-02-01 | 7.36107812628832 |
| 2012-03-01 | 7.24932969011820 |
| 2012-04-01 | 7.05385922468339 |
| 2012-05-01 | 6.96964787957636 |
| 2012-06-01 | 6.96109631291969 |
| 2012-07-01 | 6.99601511919147 |
| 2012-08-01 | 6.95996514330441 |
| 2012-09-01 | 6.92856806510529 |
| 2012-10-01 | 6.93709943785014 |
| 2012-11-01 | 7.03479731720694 |
| 2012-12-01 | 7.26806478569004 |
| 2013-01-01 | 7.28696049283825 |
| 2013-02-01 | 7.24144136979061 |
| 2013-03-01 | 7.23565242525261 |
| 2013-04-01 | 7.16762132239004 |
| 2013-05-01 | 7.17882900825682 |
| 2013-06-01 | 7.05792306204036 |
| 2013-07-01 | 7.09964545421653 |
| 2013-08-01 | 7.07794881573667 |
| 2013-09-01 | 7.21166320297554 |
| 2013-10-01 | 7.13366139020985 |
| 2013-11-01 | 7.15098981628016 |
| 2013-12-01 | 7.05890755051606 |
| 2014-01-01 | 7.19081902637808 |
| 2014-02-01 | 7.33311794236077 |
| 2014-03-01 | 7.23034812227721 |
| 2014-04-01 | 7.38803131929233 |
| 2014-05-01 | 7.38367809208254 |
| 2014-06-01 | 7.44054092437931 |
| 2014-07-01 | 7.39968729510994 |
| 2014-08-01 | 7.38328760528216 |
| 2014-09-01 | 7.48335313052631 |
| 2014-10-01 | 7.63229239171279 |
| 2014-11-01 | 7.76929745384919 |
| 2014-12-01 | 7.66180958577714 |
| 2015-01-01 | 7.60339546579835 |
| 2015-02-01 | 7.53485461124616 |
| 2015-03-01 | 7.43241257292597 |
| 2015-04-01 | 7.60203697117091 |
| 2015-05-01 | 7.68686758215803 |
| 2015-06-01 | 7.70640544476864 |
| 2015-07-01 | 7.68079371435376 |
| 2015-08-01 | 7.88666760176346 |
| 2015-09-01 | 7.87616055790033 |
| 2015-10-01 | 7.93554759629067 |
| 2015-11-01 | 7.88900620027065 |
| 2015-12-01 | 7.97155660221038 |
| 2016-01-01 | 7.91433711209780 |
| 2016-02-01 | 7.74497518994393 |
| 2016-03-01 | 7.93448288364546 |
| 2016-04-01 | 7.79741603207757 |
| 2016-05-01 | 7.77531099036420 |
| 2016-06-01 | 7.76722352576369 |
| 2016-07-01 | 7.86842395761321 |
| 2016-08-01 | 7.98647626941022 |
| 2016-09-01 | 7.79198635841804 |
| 2016-10-01 | 7.66034480429254 |
| 2016-11-01 | 7.70974905798909 |
| 2016-12-01 | 7.68420788375588 |
| 2017-01-01 | 7.61003108426410 |
| 2017-02-01 | 7.73937212065627 |
| 2017-03-01 | 7.61855877305892 |
| 2017-04-01 | 7.87783423804314 |
| 2017-05-01 | 7.97051272760625 |
| 2017-06-01 | 8.14127466646375 |
| 2017-07-01 | 8.16409358570911 |
| 2017-08-01 | 8.19608383732541 |
| 2017-09-01 | 8.22232950081776 |
| 2017-10-01 | 8.20032520308325 |
| 2017-11-01 | 8.12185241379956 |
| 2017-12-01 | 8.09143327219643 |
| 2018-01-01 | 7.88495638711520 |
| 2018-02-01 | 8.02567630905480 |
| 2018-03-01 | 8.00084853647579 |
| 2018-04-01 | 7.94429005512319 |
| 2018-05-01 | 7.96546713255104 |
| 2018-06-01 | 7.92753578142857 |
| 2018-07-01 | 7.98306904508235 |
| 2018-08-01 | 7.91169417763967 |
| 2018-09-01 | 7.85554408161632 |
| 2018-10-01 | 7.93750726977075 |
| 2018-11-01 | 7.93124527585712 |
| 2018-12-01 | 7.89583977723314 |
| 2019-01-01 | 8.05105321415357 |
| 2019-02-01 | 7.99387269270049 |
| 2019-03-01 | 7.97401684480823 |
| 2019-04-01 | 8.11434440759915 |
| 2019-05-01 | 8.16605719663770 |
| 2019-06-01 | 8.04129419510524 |
| 2019-07-01 | 7.90976234510586 |
| 2019-08-01 | 7.82931449447735 |
| 2019-09-01 | 7.78743343545210 |
| 2019-10-01 | 7.75763678643167 |
| 2019-11-01 | 7.83385048941077 |
| 2019-12-01 | 7.89430027582435 |
| 2020-01-01 | 7.81000351214649 |
| 2020-02-01 | 7.96484876719935 |
| 2020-03-01 | 7.85671111078759 |
| 2020-04-01 | 4.79494130167704 |
| 2020-05-01 | 6.86958943786159 |
| 2020-06-01 | 7.26676847709096 |
| 2020-07-01 | 7.44309315930644 |
| 2020-08-01 | 7.52930038594503 |
| 2020-09-01 | 7.60304800139165 |
| 2020-10-01 | 7.56758439625457 |
| 2020-11-01 | 7.64437472189427 |
| 2020-12-01 | 7.58564002715786 |
| 2021-01-01 | 7.68431457645022 |
| 2021-02-01 | 7.43018257773490 |
| 2021-03-01 | 7.52909978993541 |
| 2021-04-01 | 7.69879450651982 |
| 2021-05-01 | 7.68811716893077 |
| 2021-06-01 | 7.80747441215301 |
| 2021-07-01 | 7.75807897394572 |
| 2021-08-01 | 7.61983971480434 |
| 2021-09-01 | 7.79623233068952 |
| 2021-10-01 | 7.87018137705333 |
| 2021-11-01 | 7.84982275667330 |
| 2021-12-01 | 7.88142839759677 |
| 2022-01-01 | 7.86684820548190 |
| 2022-02-01 | 8.11280784384737 |
| 2022-03-01 | 8.02093667493215 |
| 2022-04-01 | 7.90822596224951 |
| 2022-05-01 | 8.00788681038481 |
| 2022-06-01 | 7.83400470375156 |
| 2022-07-01 | 7.95490782355843 |
| 2022-08-01 | 7.90116028258894 |
| 2022-09-01 | 7.87977973854055 |
| 2022-10-01 | 7.97422364508623 |
| 2022-11-01 | 7.96081170085665 |
| 2022-12-01 | 7.98709532059480 |
| 2023-01-01 | 8.05910306280239 |
| 2023-02-01 | 8.20031576180278 |
| 2023-03-01 | 8.01141274120537 |
| 2023-04-01 | 8.02365092340546 |
| 2023-05-01 | 8.02115395371304 |
| 2023-06-01 | 8.05734593231596 |
| 2023-07-01 | 8.03560692362538 |
| 2023-08-01 | 8.18849259140806 |
| 2023-09-01 | 8.16731604018099 |
| 2023-10-01 | 8.07659332387265 |
| 2023-11-01 | 7.96462018501477 |
| 2023-12-01 | 7.99848452790097 |
| 2024-01-01 | 7.84948908823473 |
| 2024-02-01 | 8.00089462183456 |
| 2024-03-01 | 8.01999097575470 |
| 2024-04-01 | 7.92842801563404 |
| 2024-05-01 | 7.92408816762370 |
| 2024-06-01 | 7.96392294273403 |
| 2024-07-01 | 8.01953098948882 |
| 2024-08-01 | 7.97793920792801 |
| 2024-09-01 | 8.05726421597798 |
| 2024-10-01 | 8.08639717953240 |
| 2024-11-01 | 8.16847404546467 |
| 2024-12-01 | 8.20757244495397 |
| 2025-01-01 | 8.24857214593685 |
| 2025-02-01 | 8.19978308929850 |
| 2025-03-01 | 8.22050030244398 |
| 2025-04-01 | 8.32944594943206 |
| 2025-05-01 | 8.32613436758432 |
| 2025-06-01 | 8.36560975004884 |
| 2025-07-01 | 8.41001041763394 |
| 2025-08-01 | 8.37824009525901 |
| 2025-09-01 | 8.35150145959777 |
| 2025-10-01 | 8.29329526240378 |
| 2025-11-01 | 8.36299782509023 |
| 2025-12-01 | 8.31066553920865 |
| 2026-01-01 | 8.44679789051389 |
| 2026-02-01 | 8.40784548855212 |
| 2026-03-01 | 8.43048124064522 |
| 2026-04-01 | 8.42310715354998 |
| 2026-05-01 | 8.42422822725446 |