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 2026-04-01 |
| Last Updated | 2026-05-26 2:53 PM 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 | 7.16087991803202 |
| 1990-02-01 | 7.38778546910528 |
| 1990-03-01 | 7.48616013059943 |
| 1990-04-01 | 7.44797727870625 |
| 1990-05-01 | 7.39232818682482 |
| 1990-06-01 | 7.49009356762672 |
| 1990-07-01 | 7.31886315263945 |
| 1990-08-01 | 7.35343425165347 |
| 1990-09-01 | 7.35176576521246 |
| 1990-10-01 | 7.33745102960167 |
| 1990-11-01 | 7.23926119381838 |
| 1990-12-01 | 7.03304183179229 |
| 1991-01-01 | 6.86079957070534 |
| 1991-02-01 | 6.69024151393409 |
| 1991-03-01 | 6.59068407072088 |
| 1991-04-01 | 6.64548639860049 |
| 1991-05-01 | 6.68779795822977 |
| 1991-06-01 | 6.59425953056137 |
| 1991-07-01 | 6.52309849191081 |
| 1991-08-01 | 6.54221576428501 |
| 1991-09-01 | 6.45076506196996 |
| 1991-10-01 | 6.43651439458389 |
| 1991-11-01 | 6.44131597662883 |
| 1991-12-01 | 6.43362087454970 |
| 1992-01-01 | 6.55752352360840 |
| 1992-02-01 | 6.59708915407222 |
| 1992-03-01 | 6.50447834315567 |
| 1992-04-01 | 6.43735376394354 |
| 1992-05-01 | 6.38368956452288 |
| 1992-06-01 | 6.30563799494109 |
| 1992-07-01 | 6.42165216110703 |
| 1992-08-01 | 6.21360462946990 |
| 1992-09-01 | 6.24874370784401 |
| 1992-10-01 | 6.13608536046667 |
| 1992-11-01 | 6.14864662079523 |
| 1992-12-01 | 6.04718826660954 |
| 1993-01-01 | 6.45969960293548 |
| 1993-02-01 | 6.60438765390885 |
| 1993-03-01 | 6.31058310625902 |
| 1993-04-01 | 6.12974890062244 |
| 1993-05-01 | 6.07931785281983 |
| 1993-06-01 | 6.11849003739654 |
| 1993-07-01 | 6.11728900450919 |
| 1993-08-01 | 5.97773020145458 |
| 1993-09-01 | 6.04396757482245 |
| 1993-10-01 | 6.14009390703086 |
| 1993-11-01 | 6.15393379587590 |
| 1993-12-01 | 6.26887142288784 |
| 1994-01-01 | 6.17081639461019 |
| 1994-02-01 | 6.20517001643270 |
| 1994-03-01 | 6.20482851326170 |
| 1994-04-01 | 6.42829525097034 |
| 1994-05-01 | 6.57533681831181 |
| 1994-06-01 | 6.52345542662645 |
| 1994-07-01 | 6.51147843739704 |
| 1994-08-01 | 6.75235180124755 |
| 1994-09-01 | 6.74547949695814 |
| 1994-10-01 | 6.73974935140098 |
| 1994-11-01 | 6.75597551330687 |
| 1994-12-01 | 6.79978831547442 |
| 1995-01-01 | 6.78515019689662 |
| 1995-02-01 | 6.69692244826435 |
| 1995-03-01 | 6.69278359260742 |
| 1995-04-01 | 6.82760622469098 |
| 1995-05-01 | 6.66670899296639 |
| 1995-06-01 | 6.72193367438168 |
| 1995-07-01 | 6.71212976830174 |
| 1995-08-01 | 6.83783494734553 |
| 1995-09-01 | 6.94000815836728 |
| 1995-10-01 | 6.74885971020471 |
| 1995-11-01 | 6.66558785199367 |
| 1995-12-01 | 6.53220244889851 |
| 1996-01-01 | 6.09486125674035 |
| 1996-02-01 | 6.57663734561051 |
| 1996-03-01 | 6.78193047487418 |
| 1996-04-01 | 6.72171739968808 |
| 1996-05-01 | 6.85197157099732 |
| 1996-06-01 | 6.90900241813736 |
| 1996-07-01 | 7.01507986694014 |
| 1996-08-01 | 7.04045604618173 |
| 1996-09-01 | 7.04505202725125 |
| 1996-10-01 | 7.06191544657679 |
| 1996-11-01 | 7.18599196830778 |
| 1996-12-01 | 7.17066574271713 |
| 1997-01-01 | 7.08674663371023 |
| 1997-02-01 | 7.24680208253247 |
| 1997-03-01 | 7.15897544465040 |
| 1997-04-01 | 7.01840232073603 |
| 1997-05-01 | 7.13801529155272 |
| 1997-06-01 | 7.09151564495874 |
| 1997-07-01 | 7.11375250375328 |
| 1997-08-01 | 7.05613611268589 |
| 1997-09-01 | 7.14779616064673 |
| 1997-10-01 | 7.39273902930351 |
| 1997-11-01 | 7.32023587145743 |
| 1997-12-01 | 7.29970419963786 |
| 1998-01-01 | 7.37002120498660 |
| 1998-02-01 | 7.31290783758974 |
| 1998-03-01 | 7.22920619663204 |
| 1998-04-01 | 7.21262696710431 |
| 1998-05-01 | 7.02260141032516 |
| 1998-06-01 | 7.06420046155016 |
| 1998-07-01 | 7.12026769776101 |
| 1998-08-01 | 7.08718907778169 |
| 1998-09-01 | 7.15477385279861 |
| 1998-10-01 | 7.01824701810717 |
| 1998-11-01 | 6.95569544771209 |
| 1998-12-01 | 7.11899973300741 |
| 1999-01-01 | 7.14573347404110 |
| 1999-02-01 | 7.38992052570570 |
| 1999-03-01 | 7.30293279682350 |
| 1999-04-01 | 7.50649840116567 |
| 1999-05-01 | 7.61312857575327 |
| 1999-06-01 | 7.63626330433516 |
| 1999-07-01 | 7.63267025976366 |
| 1999-08-01 | 7.50760198295511 |
| 1999-09-01 | 7.64881560923272 |
| 1999-10-01 | 7.84793969289881 |
| 1999-11-01 | 7.89014939656574 |
| 1999-12-01 | 7.92483571692676 |
| 2000-01-01 | 8.02439002681817 |
| 2000-02-01 | 7.78306145800854 |
| 2000-03-01 | 8.08896058948848 |
| 2000-04-01 | 8.19944963815982 |
| 2000-05-01 | 8.00664059222956 |
| 2000-06-01 | 7.90409959156598 |
| 2000-07-01 | 8.14772671589009 |
| 2000-08-01 | 8.22296015466689 |
| 2000-09-01 | 8.25013652626051 |
| 2000-10-01 | 8.26032011099937 |
| 2000-11-01 | 8.30489427886856 |
| 2000-12-01 | 8.32964295759124 |
| 2001-01-01 | 8.41018891504324 |
| 2001-02-01 | 8.39206827008752 |
| 2001-03-01 | 8.46661181914174 |
| 2001-04-01 | 8.50148143769142 |
| 2001-05-01 | 8.51493873899742 |
| 2001-06-01 | 8.58165102049845 |
| 2001-07-01 | 8.35532798904475 |
| 2001-08-01 | 8.33488555693181 |
| 2001-09-01 | 8.34816694428140 |
| 2001-10-01 | 8.26403401649276 |
| 2001-11-01 | 8.19989273200463 |
| 2001-12-01 | 8.22800877846340 |
| 2002-01-01 | 8.20858588163612 |
| 2002-02-01 | 8.30613328070653 |
| 2002-03-01 | 8.25216790500964 |
| 2002-04-01 | 8.20364107052562 |
| 2002-05-01 | 8.22432863524679 |
| 2002-06-01 | 8.26549406797475 |
| 2002-07-01 | 8.26347992888393 |
| 2002-08-01 | 8.24949911496359 |
| 2002-09-01 | 8.24586999700445 |
| 2002-10-01 | 8.15928654691918 |
| 2002-11-01 | 8.18489983546637 |
| 2002-12-01 | 8.23102310855923 |
| 2003-01-01 | 8.21075552992116 |
| 2003-02-01 | 8.11168700317534 |
| 2003-03-01 | 8.03663580361653 |
| 2003-04-01 | 8.09915336069278 |
| 2003-05-01 | 8.34139239048550 |
| 2003-06-01 | 8.27283122516375 |
| 2003-07-01 | 8.27016331959225 |
| 2003-08-01 | 8.25546664218628 |
| 2003-09-01 | 8.23412398941373 |
| 2003-10-01 | 8.35144621481411 |
| 2003-11-01 | 8.37729329571961 |
| 2003-12-01 | 8.33452526981275 |
| 2004-01-01 | 8.31203114392784 |
| 2004-02-01 | 8.31844676783539 |
| 2004-03-01 | 8.43155162245142 |
| 2004-04-01 | 8.37927793615730 |
| 2004-05-01 | 8.35058195280171 |
| 2004-06-01 | 8.18858594798899 |
| 2004-07-01 | 8.37828570792275 |
| 2004-08-01 | 8.35878412425393 |
| 2004-09-01 | 8.43237794205998 |
| 2004-10-01 | 8.53713949746807 |
| 2004-11-01 | 8.57176874080969 |
| 2004-12-01 | 8.74084970191987 |
| 2005-01-01 | 8.51894101867211 |
| 2005-02-01 | 8.52345461193410 |
| 2005-03-01 | 8.32090481423261 |
| 2005-04-01 | 8.54560773870027 |
| 2005-05-01 | 8.54908073220234 |
| 2005-06-01 | 8.72521066493109 |
| 2005-07-01 | 8.69328609621947 |
| 2005-08-01 | 8.76240879492895 |
| 2005-09-01 | 8.83056550813923 |
| 2005-10-01 | 8.71537650021685 |
| 2005-11-01 | 8.86778394830046 |
| 2005-12-01 | 8.84111504316207 |
| 2006-01-01 | 9.03175351242352 |
| 2006-02-01 | 9.12861650159696 |
| 2006-03-01 | 9.11868895254159 |
| 2006-04-01 | 9.10908437686999 |
| 2006-05-01 | 9.13441635125365 |
| 2006-06-01 | 9.05925445101899 |
| 2006-07-01 | 9.11714634195442 |
| 2006-08-01 | 9.16679318229274 |
| 2006-09-01 | 9.12920882814159 |
| 2006-10-01 | 9.10137370617602 |
| 2006-11-01 | 8.96144513920897 |
| 2006-12-01 | 9.03429360496037 |
| 2007-01-01 | 9.14641452418313 |
| 2007-02-01 | 8.92952792122726 |
| 2007-03-01 | 9.12019110979255 |
| 2007-04-01 | 9.17936735740352 |
| 2007-05-01 | 9.11021246155259 |
| 2007-06-01 | 9.19387694466159 |
| 2007-07-01 | 9.23887439585312 |
| 2007-08-01 | 9.17219991843147 |
| 2007-09-01 | 9.13788721034019 |
| 2007-10-01 | 9.18680166677186 |
| 2007-11-01 | 9.15331120282056 |
| 2007-12-01 | 9.31947934019614 |
| 2008-01-01 | 9.05841786952802 |
| 2008-02-01 | 9.03317731640422 |
| 2008-03-01 | 9.02409599398778 |
| 2008-04-01 | 9.15833314117313 |
| 2008-05-01 | 9.08696906817804 |
| 2008-06-01 | 8.81336039363270 |
| 2008-07-01 | 8.75386371103511 |
| 2008-08-01 | 8.67960636775483 |
| 2008-09-01 | 8.66431303556840 |
| 2008-10-01 | 8.58594372928786 |
| 2008-11-01 | 8.43612196394249 |
| 2008-12-01 | 8.30301004759031 |
| 2009-01-01 | 8.06279158028744 |
| 2009-02-01 | 8.03366165581861 |
| 2009-03-01 | 7.81399078651896 |
| 2009-04-01 | 7.64460073945170 |
| 2009-05-01 | 7.56885009548777 |
| 2009-06-01 | 7.43147971703830 |
| 2009-07-01 | 7.26297476006742 |
| 2009-08-01 | 7.29425560531482 |
| 2009-09-01 | 7.29871648288038 |
| 2009-10-01 | 7.19428524606028 |
| 2009-11-01 | 7.22292355952416 |
| 2009-12-01 | 7.18593643719423 |
| 2010-01-01 | 7.15496801476388 |
| 2010-02-01 | 7.01818183332653 |
| 2010-03-01 | 6.99244151068071 |
| 2010-04-01 | 7.04313484299998 |
| 2010-05-01 | 7.06211469765117 |
| 2010-06-01 | 7.14482393559061 |
| 2010-07-01 | 7.17404921435459 |
| 2010-08-01 | 7.11280791645521 |
| 2010-09-01 | 7.01983752520289 |
| 2010-10-01 | 7.11964057247041 |
| 2010-11-01 | 7.21563740806132 |
| 2010-12-01 | 6.97917909449805 |
| 2011-01-01 | 6.92960945872831 |
| 2011-02-01 | 6.98891002727716 |
| 2011-03-01 | 7.06958699102048 |
| 2011-04-01 | 7.14670753990142 |
| 2011-05-01 | 7.16439991266824 |
| 2011-06-01 | 7.15548037509655 |
| 2011-07-01 | 7.18223973504639 |
| 2011-08-01 | 7.23882628651921 |
| 2011-09-01 | 7.13227308737043 |
| 2011-10-01 | 7.13265149665411 |
| 2011-11-01 | 7.22274959317638 |
| 2011-12-01 | 7.17332265476122 |
| 2012-01-01 | 7.20370416199979 |
| 2012-02-01 | 7.36107885983752 |
| 2012-03-01 | 7.24933118762176 |
| 2012-04-01 | 7.05385928964055 |
| 2012-05-01 | 6.96964795874656 |
| 2012-06-01 | 6.96109637990629 |
| 2012-07-01 | 6.99601521430140 |
| 2012-08-01 | 6.95996400353137 |
| 2012-09-01 | 6.92856787813360 |
| 2012-10-01 | 6.93709902486221 |
| 2012-11-01 | 7.03479655944597 |
| 2012-12-01 | 7.26806368578259 |
| 2013-01-01 | 7.28695989892562 |
| 2013-02-01 | 7.24144362255177 |
| 2013-03-01 | 7.23565441252936 |
| 2013-04-01 | 7.16762127328871 |
| 2013-05-01 | 7.17882923452141 |
| 2013-06-01 | 7.05792338204743 |
| 2013-07-01 | 7.09964591694531 |
| 2013-08-01 | 7.07794595103000 |
| 2013-09-01 | 7.21166335999769 |
| 2013-10-01 | 7.13366124211594 |
| 2013-11-01 | 7.15098941931598 |
| 2013-12-01 | 7.05890687717172 |
| 2014-01-01 | 7.19081512946435 |
| 2014-02-01 | 7.33312207012581 |
| 2014-03-01 | 7.23035224735601 |
| 2014-04-01 | 7.38803147546416 |
| 2014-05-01 | 7.38367848786601 |
| 2014-06-01 | 7.44054472893127 |
| 2014-07-01 | 7.39968655590199 |
| 2014-08-01 | 7.38327989738065 |
| 2014-09-01 | 7.48334844816663 |
| 2014-10-01 | 7.63228792123487 |
| 2014-11-01 | 7.76929635756938 |
| 2014-12-01 | 7.66181341258671 |
| 2015-01-01 | 7.60338956610250 |
| 2015-02-01 | 7.53487135658220 |
| 2015-03-01 | 7.43242776262560 |
| 2015-04-01 | 7.60204344542954 |
| 2015-05-01 | 7.68686894807184 |
| 2015-06-01 | 7.70640810315656 |
| 2015-07-01 | 7.68078114240613 |
| 2015-08-01 | 7.88663887140710 |
| 2015-09-01 | 7.87613377080248 |
| 2015-10-01 | 7.93552565027510 |
| 2015-11-01 | 7.88900320345883 |
| 2015-12-01 | 7.97157815733022 |
| 2016-01-01 | 7.91435331264457 |
| 2016-02-01 | 7.74503290589380 |
| 2016-03-01 | 7.93453999560258 |
| 2016-04-01 | 7.79745418402551 |
| 2016-05-01 | 7.77526009099443 |
| 2016-06-01 | 7.76723066111365 |
| 2016-07-01 | 7.86839410822877 |
| 2016-08-01 | 7.98640094524050 |
| 2016-09-01 | 7.79189380721984 |
| 2016-10-01 | 7.66026519970628 |
| 2016-11-01 | 7.70970807854947 |
| 2016-12-01 | 7.68421602906227 |
| 2017-01-01 | 7.61004279840340 |
| 2017-02-01 | 7.73985799632709 |
| 2017-03-01 | 7.61859406917906 |
| 2017-04-01 | 7.87794063192994 |
| 2017-05-01 | 7.97031798372812 |
| 2017-06-01 | 8.14125810772821 |
| 2017-07-01 | 8.16400958909980 |
| 2017-08-01 | 8.19590717386615 |
| 2017-09-01 | 8.22210847480407 |
| 2017-10-01 | 8.20010626433408 |
| 2017-11-01 | 8.12168659060813 |
| 2017-12-01 | 8.09135141991870 |
| 2018-01-01 | 7.88553670039471 |
| 2018-02-01 | 8.02650862307490 |
| 2018-03-01 | 8.00084579038898 |
| 2018-04-01 | 7.94444773858897 |
| 2018-05-01 | 7.96510352527061 |
| 2018-06-01 | 7.92746350708011 |
| 2018-07-01 | 7.98292861105926 |
| 2018-08-01 | 7.91137902037318 |
| 2018-09-01 | 7.85515326762834 |
| 2018-10-01 | 7.93709088401484 |
| 2018-11-01 | 7.93083324832361 |
| 2018-12-01 | 7.89546238917669 |
| 2019-01-01 | 8.05193072762290 |
| 2019-02-01 | 7.99638272291851 |
| 2019-03-01 | 7.97368747610556 |
| 2019-04-01 | 8.11432899805092 |
| 2019-05-01 | 8.16544954265402 |
| 2019-06-01 | 8.04108389825160 |
| 2019-07-01 | 7.90952036435476 |
| 2019-08-01 | 7.82886948218138 |
| 2019-09-01 | 7.78690931462706 |
| 2019-10-01 | 7.75703318558209 |
| 2019-11-01 | 7.83317581695689 |
| 2019-12-01 | 7.89359363303359 |
| 2020-01-01 | 7.81115275610574 |
| 2020-02-01 | 7.96913118197196 |
| 2020-03-01 | 7.85606906536653 |
| 2020-04-01 | 4.79467113538257 |
| 2020-05-01 | 6.86877129239551 |
| 2020-06-01 | 7.26635931184095 |
| 2020-07-01 | 7.44269494560228 |
| 2020-08-01 | 7.52893310457976 |
| 2020-09-01 | 7.60240466702156 |
| 2020-10-01 | 7.56685933696156 |
| 2020-11-01 | 7.64358371657803 |
| 2020-12-01 | 7.58480705866974 |
| 2021-01-01 | 7.68449681973885 |
| 2021-02-01 | 7.43645334353740 |
| 2021-03-01 | 7.52886428532611 |
| 2021-04-01 | 7.69825520460609 |
| 2021-05-01 | 7.68706285379751 |
| 2021-06-01 | 7.80673474533121 |
| 2021-07-01 | 7.75735266295250 |
| 2021-08-01 | 7.61945632421507 |
| 2021-09-01 | 7.79547494624383 |
| 2021-10-01 | 7.86942564359789 |
| 2021-11-01 | 7.84912657902732 |
| 2021-12-01 | 7.88082500688450 |
| 2022-01-01 | 7.86653972833247 |
| 2022-02-01 | 8.11953637294640 |
| 2022-03-01 | 8.02159722219456 |
| 2022-04-01 | 7.90764079582569 |
| 2022-05-01 | 8.00672467974991 |
| 2022-06-01 | 7.83281236202357 |
| 2022-07-01 | 7.95366040202199 |
| 2022-08-01 | 7.90059243902781 |
| 2022-09-01 | 7.87882748824227 |
| 2022-10-01 | 7.97346450961965 |
| 2022-11-01 | 7.96034715345513 |
| 2022-12-01 | 7.98696923363318 |
| 2023-01-01 | 8.05800351984318 |
| 2023-02-01 | 8.20750831897988 |
| 2023-03-01 | 8.01379565019313 |
| 2023-04-01 | 8.02434184589196 |
| 2023-05-01 | 8.01853093694200 |
| 2023-06-01 | 8.05487043535128 |
| 2023-07-01 | 8.03338143167704 |
| 2023-08-01 | 8.18739883280569 |
| 2023-09-01 | 8.16631389678158 |
| 2023-10-01 | 8.07623676796377 |
| 2023-11-01 | 7.96485157681474 |
| 2023-12-01 | 7.99921204212891 |
| 2024-01-01 | 7.84877717121849 |
| 2024-02-01 | 8.00699773147700 |
| 2024-03-01 | 8.02299315332760 |
| 2024-04-01 | 7.92910677604737 |
| 2024-05-01 | 7.92346973903880 |
| 2024-06-01 | 7.95987206534997 |
| 2024-07-01 | 8.01614321736930 |
| 2024-08-01 | 7.97623655052161 |
| 2024-09-01 | 8.05604676079351 |
| 2024-10-01 | 8.08624155483493 |
| 2024-11-01 | 8.16932005990197 |
| 2024-12-01 | 8.20920377293601 |
| 2025-01-01 | 8.24805614945023 |
| 2025-02-01 | 8.20463359158613 |
| 2025-03-01 | 8.22415530636384 |
| 2025-04-01 | 8.33004864262739 |
| 2025-05-01 | 8.32818980552372 |
| 2025-06-01 | 8.35984636940887 |
| 2025-07-01 | 8.40546537516609 |
| 2025-08-01 | 8.37579358115389 |
| 2025-09-01 | 8.35009241680332 |
| 2025-10-01 | 8.29334000683183 |
| 2025-11-01 | 8.36431875683311 |
| 2025-12-01 | 8.31288258094478 |
| 2026-01-01 | 8.44730169358971 |
| 2026-02-01 | 8.41078116649975 |
| 2026-03-01 | 8.43333609238572 |
| 2026-04-01 | 8.42212236997910 |