Table Data - All Employees: Mining and Logging: Mining, Quarrying, and Oil and Gas Extraction in Pennsylvania
| Title | All Employees: Mining and Logging: Mining, Quarrying, and Oil and Gas Extraction in Pennsylvania |
|---|---|
| Series ID | SMU42000001021000001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-09-01 |
| Last Updated | 2026-10-20 10:42 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 | 27.2933205900 |
| 1990-02-01 | 27.2655091011 |
| 1990-03-01 | 27.3815854519 |
| 1990-04-01 | 27.2025622042 |
| 1990-05-01 | 26.9675522510 |
| 1990-06-01 | 26.8505772936 |
| 1990-07-01 | 26.5599961419 |
| 1990-08-01 | 26.5438194175 |
| 1990-09-01 | 26.5263377470 |
| 1990-10-01 | 26.1277813418 |
| 1990-11-01 | 26.0715458720 |
| 1990-12-01 | 26.1038150650 |
| 1991-01-01 | 25.8342295463 |
| 1991-02-01 | 25.5983375789 |
| 1991-03-01 | 25.1206988281 |
| 1991-04-01 | 24.8805119050 |
| 1991-05-01 | 24.5622455266 |
| 1991-06-01 | 24.4106790207 |
| 1991-07-01 | 24.2935791833 |
| 1991-08-01 | 24.2102132276 |
| 1991-09-01 | 23.8954137198 |
| 1991-10-01 | 23.7886175916 |
| 1991-11-01 | 23.3884951351 |
| 1991-12-01 | 23.1728987877 |
| 1992-01-01 | 23.2357753512 |
| 1992-02-01 | 23.2097092413 |
| 1992-03-01 | 23.2870989105 |
| 1992-04-01 | 23.1540018999 |
| 1992-05-01 | 23.0495225553 |
| 1992-06-01 | 22.9500702343 |
| 1992-07-01 | 23.0979899327 |
| 1992-08-01 | 22.6602575572 |
| 1992-09-01 | 22.5353112801 |
| 1992-10-01 | 22.4230760739 |
| 1992-11-01 | 22.4720197128 |
| 1992-12-01 | 22.0621989374 |
| 1993-01-01 | 21.8966065749 |
| 1993-02-01 | 21.9905690439 |
| 1993-03-01 | 21.4364471442 |
| 1993-04-01 | 21.3218777160 |
| 1993-05-01 | 21.3412951512 |
| 1993-06-01 | 20.1211071577 |
| 1993-07-01 | 19.9297455851 |
| 1993-08-01 | 19.8343538124 |
| 1993-09-01 | 19.8045643371 |
| 1993-10-01 | 19.8999045141 |
| 1993-11-01 | 19.9803480130 |
| 1993-12-01 | 20.9601706682 |
| 1994-01-01 | 20.2477130764 |
| 1994-02-01 | 20.0366495749 |
| 1994-03-01 | 19.5803737048 |
| 1994-04-01 | 19.7884306189 |
| 1994-05-01 | 19.8352178578 |
| 1994-06-01 | 19.7328490862 |
| 1994-07-01 | 19.7011968331 |
| 1994-08-01 | 19.6353810470 |
| 1994-09-01 | 19.6151524344 |
| 1994-10-01 | 19.5296780151 |
| 1994-11-01 | 19.4683333980 |
| 1994-12-01 | 19.3675407798 |
| 1995-01-01 | 19.1171612571 |
| 1995-02-01 | 18.9111518555 |
| 1995-03-01 | 18.9480218218 |
| 1995-04-01 | 19.0632405214 |
| 1995-05-01 | 18.8370888785 |
| 1995-06-01 | 18.7612094097 |
| 1995-07-01 | 18.3963239955 |
| 1995-08-01 | 18.5451865620 |
| 1995-09-01 | 18.5358803692 |
| 1995-10-01 | 18.3894865814 |
| 1995-11-01 | 18.2901578931 |
| 1995-12-01 | 18.1804370871 |
| 1996-01-01 | 17.6642716641 |
| 1996-02-01 | 17.8673023776 |
| 1996-03-01 | 18.0096744856 |
| 1996-04-01 | 18.6346360546 |
| 1996-05-01 | 18.6428593439 |
| 1996-06-01 | 18.6686164643 |
| 1996-07-01 | 18.6598521167 |
| 1996-08-01 | 18.7236841265 |
| 1996-09-01 | 18.5314761521 |
| 1996-10-01 | 19.0086329984 |
| 1996-11-01 | 18.8914443290 |
| 1996-12-01 | 18.9156750123 |
| 1997-01-01 | 19.1277302063 |
| 1997-02-01 | 19.2257028929 |
| 1997-03-01 | 19.3386864822 |
| 1997-04-01 | 19.3290841528 |
| 1997-05-01 | 19.4474282325 |
| 1997-06-01 | 19.4581486144 |
| 1997-07-01 | 19.6058690081 |
| 1997-08-01 | 19.5821929385 |
| 1997-09-01 | 19.4988334645 |
| 1997-10-01 | 19.6304601938 |
| 1997-11-01 | 19.7017661500 |
| 1997-12-01 | 19.6500488319 |
| 1998-01-01 | 19.7417603042 |
| 1998-02-01 | 19.8286340157 |
| 1998-03-01 | 19.8443682407 |
| 1998-04-01 | 20.0453051310 |
| 1998-05-01 | 19.8527333792 |
| 1998-06-01 | 19.8510385535 |
| 1998-07-01 | 19.8728821328 |
| 1998-08-01 | 19.9557326755 |
| 1998-09-01 | 19.9916429327 |
| 1998-10-01 | 19.5539384730 |
| 1998-11-01 | 19.6251302106 |
| 1998-12-01 | 19.6629700419 |
| 1999-01-01 | 19.6187860209 |
| 1999-02-01 | 19.5870151615 |
| 1999-03-01 | 19.4243305705 |
| 1999-04-01 | 19.4738812980 |
| 1999-05-01 | 19.4638214185 |
| 1999-06-01 | 19.1666081457 |
| 1999-07-01 | 18.5884784862 |
| 1999-08-01 | 18.7639239190 |
| 1999-09-01 | 18.8272239699 |
| 1999-10-01 | 18.7750831604 |
| 1999-11-01 | 18.8614417094 |
| 1999-12-01 | 18.9569998660 |
| 2000-01-01 | 18.4603075841 |
| 2000-02-01 | 18.4131138470 |
| 2000-03-01 | 18.5955301721 |
| 2000-04-01 | 18.1946502917 |
| 2000-05-01 | 17.9806127433 |
| 2000-06-01 | 18.0832739627 |
| 2000-07-01 | 18.1818440818 |
| 2000-08-01 | 18.1650020899 |
| 2000-09-01 | 18.1562182552 |
| 2000-10-01 | 17.9825965562 |
| 2000-11-01 | 17.9863589037 |
| 2000-12-01 | 18.0417964254 |
| 2001-01-01 | 18.1508664457 |
| 2001-02-01 | 18.2020647523 |
| 2001-03-01 | 18.2836518248 |
| 2001-04-01 | 18.2211671381 |
| 2001-05-01 | 18.3812376039 |
| 2001-06-01 | 18.4606091244 |
| 2001-07-01 | 18.4492120531 |
| 2001-08-01 | 18.5324785655 |
| 2001-09-01 | 18.4660717535 |
| 2001-10-01 | 18.5687229590 |
| 2001-11-01 | 18.4998492857 |
| 2001-12-01 | 18.5513756202 |
| 2002-01-01 | 18.5762059717 |
| 2002-02-01 | 18.5223166813 |
| 2002-03-01 | 18.3840771845 |
| 2002-04-01 | 18.2317679761 |
| 2002-05-01 | 18.1752618902 |
| 2002-06-01 | 18.0502825613 |
| 2002-07-01 | 17.4519763854 |
| 2002-08-01 | 17.8475366142 |
| 2002-09-01 | 17.6082227295 |
| 2002-10-01 | 17.5861979069 |
| 2002-11-01 | 17.4288667226 |
| 2002-12-01 | 17.2377507202 |
| 2003-01-01 | 17.1294628255 |
| 2003-02-01 | 17.0664361839 |
| 2003-03-01 | 17.0424855013 |
| 2003-04-01 | 16.8973617108 |
| 2003-05-01 | 16.8696732563 |
| 2003-06-01 | 16.8607126665 |
| 2003-07-01 | 16.9520405533 |
| 2003-08-01 | 16.9760898105 |
| 2003-09-01 | 17.1353254129 |
| 2003-10-01 | 17.2067581179 |
| 2003-11-01 | 17.2499485003 |
| 2003-12-01 | 17.3392364418 |
| 2004-01-01 | 17.1376829525 |
| 2004-02-01 | 17.1827495137 |
| 2004-03-01 | 17.4578141608 |
| 2004-04-01 | 17.7715806403 |
| 2004-05-01 | 17.7451889350 |
| 2004-06-01 | 17.9182559697 |
| 2004-07-01 | 18.1070325748 |
| 2004-08-01 | 18.0656694865 |
| 2004-09-01 | 18.0262711066 |
| 2004-10-01 | 18.1057112342 |
| 2004-11-01 | 18.2522494088 |
| 2004-12-01 | 18.4464802465 |
| 2005-01-01 | 18.5969333555 |
| 2005-02-01 | 18.6648979030 |
| 2005-03-01 | 18.3986661994 |
| 2005-04-01 | 18.9412596324 |
| 2005-05-01 | 18.8220967760 |
| 2005-06-01 | 18.8844138504 |
| 2005-07-01 | 18.9893652357 |
| 2005-08-01 | 18.9580774228 |
| 2005-09-01 | 19.1115469932 |
| 2005-10-01 | 19.1071708081 |
| 2005-11-01 | 19.1415828706 |
| 2005-12-01 | 19.0375723546 |
| 2006-01-01 | 19.2011605511 |
| 2006-02-01 | 19.4053596113 |
| 2006-03-01 | 19.5498344198 |
| 2006-04-01 | 19.6247848505 |
| 2006-05-01 | 19.6139976334 |
| 2006-06-01 | 19.5699945330 |
| 2006-07-01 | 19.4930609723 |
| 2006-08-01 | 19.5653170635 |
| 2006-09-01 | 19.6058567699 |
| 2006-10-01 | 19.5981371338 |
| 2006-11-01 | 19.7242856907 |
| 2006-12-01 | 19.8253083856 |
| 2007-01-01 | 19.9051398224 |
| 2007-02-01 | 19.9223778136 |
| 2007-03-01 | 20.0803952094 |
| 2007-04-01 | 20.2162893462 |
| 2007-05-01 | 20.3097934246 |
| 2007-06-01 | 20.3630909458 |
| 2007-07-01 | 20.5011563839 |
| 2007-08-01 | 20.6637886311 |
| 2007-09-01 | 20.3974106644 |
| 2007-10-01 | 20.4857123285 |
| 2007-11-01 | 20.3918979819 |
| 2007-12-01 | 20.5161767260 |
| 2008-01-01 | 20.7032962040 |
| 2008-02-01 | 20.6170686054 |
| 2008-03-01 | 20.7976840937 |
| 2008-04-01 | 21.0187701112 |
| 2008-05-01 | 21.2129039260 |
| 2008-06-01 | 21.4617585083 |
| 2008-07-01 | 21.5100442560 |
| 2008-08-01 | 21.8796979166 |
| 2008-09-01 | 21.9893972389 |
| 2008-10-01 | 22.3649497846 |
| 2008-11-01 | 22.2590106233 |
| 2008-12-01 | 22.1135129509 |
| 2009-01-01 | 21.9045323960 |
| 2009-02-01 | 21.6949374774 |
| 2009-03-01 | 21.2828992560 |
| 2009-04-01 | 21.2078759906 |
| 2009-05-01 | 21.1214685859 |
| 2009-06-01 | 21.1951620949 |
| 2009-07-01 | 21.3695683860 |
| 2009-08-01 | 21.4452238235 |
| 2009-09-01 | 21.6362366010 |
| 2009-10-01 | 21.9080091010 |
| 2009-11-01 | 22.2580629926 |
| 2009-12-01 | 22.2994475793 |
| 2010-01-01 | 22.4641482051 |
| 2010-02-01 | 22.9376854120 |
| 2010-03-01 | 23.5930282460 |
| 2010-04-01 | 24.7088282629 |
| 2010-05-01 | 25.0952591776 |
| 2010-06-01 | 25.4322506062 |
| 2010-07-01 | 26.2106854529 |
| 2010-08-01 | 26.7227664931 |
| 2010-09-01 | 27.5097069403 |
| 2010-10-01 | 27.8771897845 |
| 2010-11-01 | 28.5229994594 |
| 2010-12-01 | 28.8249249960 |
| 2011-01-01 | 29.6206439323 |
| 2011-02-01 | 30.4659226561 |
| 2011-03-01 | 30.9054344995 |
| 2011-04-01 | 31.3995518704 |
| 2011-05-01 | 31.9375433919 |
| 2011-06-01 | 32.6273430332 |
| 2011-07-01 | 33.2523781223 |
| 2011-08-01 | 33.9001911644 |
| 2011-09-01 | 34.3972705759 |
| 2011-10-01 | 35.1680132874 |
| 2011-11-01 | 35.9949522680 |
| 2011-12-01 | 36.8254593837 |
| 2012-01-01 | 37.2330452849 |
| 2012-02-01 | 37.9383045958 |
| 2012-03-01 | 38.0647836733 |
| 2012-04-01 | 37.1004802144 |
| 2012-05-01 | 36.7217532800 |
| 2012-06-01 | 36.4241311679 |
| 2012-07-01 | 35.9788184233 |
| 2012-08-01 | 35.7611757670 |
| 2012-09-01 | 35.4678119196 |
| 2012-10-01 | 35.1152116800 |
| 2012-11-01 | 34.8410782720 |
| 2012-12-01 | 34.6249989322 |
| 2013-01-01 | 34.7508939711 |
| 2013-02-01 | 34.8527116115 |
| 2013-03-01 | 35.3054457552 |
| 2013-04-01 | 35.1154583494 |
| 2013-05-01 | 35.2740957925 |
| 2013-06-01 | 35.2238642716 |
| 2013-07-01 | 35.2731616396 |
| 2013-08-01 | 35.1100433255 |
| 2013-09-01 | 35.2019011096 |
| 2013-10-01 | 35.4348949182 |
| 2013-11-01 | 35.2347665494 |
| 2013-12-01 | 35.3472896526 |
| 2014-01-01 | 35.4919917241 |
| 2014-02-01 | 35.6079971809 |
| 2014-03-01 | 35.8547649243 |
| 2014-04-01 | 36.3780545048 |
| 2014-05-01 | 36.6181420519 |
| 2014-06-01 | 36.6680322622 |
| 2014-07-01 | 37.1878765187 |
| 2014-08-01 | 37.6995679806 |
| 2014-09-01 | 37.7762973545 |
| 2014-10-01 | 37.9028371250 |
| 2014-11-01 | 37.9883372660 |
| 2014-12-01 | 38.1909417388 |
| 2015-01-01 | 38.3304627424 |
| 2015-02-01 | 36.9235510434 |
| 2015-03-01 | 36.2303934872 |
| 2015-04-01 | 34.9128959174 |
| 2015-05-01 | 34.1663808139 |
| 2015-06-01 | 33.7556151343 |
| 2015-07-01 | 33.0609853804 |
| 2015-08-01 | 31.9497851465 |
| 2015-09-01 | 31.0118558942 |
| 2015-10-01 | 29.9589285303 |
| 2015-11-01 | 29.0405731376 |
| 2015-12-01 | 28.5928251754 |
| 2016-01-01 | 27.0958019652 |
| 2016-02-01 | 25.9775096673 |
| 2016-03-01 | 25.4229975952 |
| 2016-04-01 | 24.4629594257 |
| 2016-05-01 | 23.9202016225 |
| 2016-06-01 | 23.4075008655 |
| 2016-07-01 | 23.0758955992 |
| 2016-08-01 | 23.0310813763 |
| 2016-09-01 | 23.0819875197 |
| 2016-10-01 | 23.1170030348 |
| 2016-11-01 | 23.2919911293 |
| 2016-12-01 | 23.5225182439 |
| 2017-01-01 | 23.8459515157 |
| 2017-02-01 | 24.3352214509 |
| 2017-03-01 | 24.5827236392 |
| 2017-04-01 | 25.1478025262 |
| 2017-05-01 | 25.6190498594 |
| 2017-06-01 | 25.9809065719 |
| 2017-07-01 | 26.1198854302 |
| 2017-08-01 | 26.3729610293 |
| 2017-09-01 | 26.6479473867 |
| 2017-10-01 | 26.7983548438 |
| 2017-11-01 | 26.9785123406 |
| 2017-12-01 | 26.9779324278 |
| 2018-01-01 | 26.9536159560 |
| 2018-02-01 | 26.9799831343 |
| 2018-03-01 | 27.0900275106 |
| 2018-04-01 | 27.3033361079 |
| 2018-05-01 | 27.4007814183 |
| 2018-06-01 | 27.5628753032 |
| 2018-07-01 | 27.7833538500 |
| 2018-08-01 | 27.8467155759 |
| 2018-09-01 | 27.9479088284 |
| 2018-10-01 | 28.5051074704 |
| 2018-11-01 | 28.3998276366 |
| 2018-12-01 | 28.5245333970 |
| 2019-01-01 | 28.9360180775 |
| 2019-02-01 | 28.8041796673 |
| 2019-03-01 | 28.8817881265 |
| 2019-04-01 | 28.7291443773 |
| 2019-05-01 | 28.6779314543 |
| 2019-06-01 | 28.4634833890 |
| 2019-07-01 | 28.3760873604 |
| 2019-08-01 | 28.0508896569 |
| 2019-09-01 | 27.3657339847 |
| 2019-10-01 | 26.9426317365 |
| 2019-11-01 | 26.3496986088 |
| 2019-12-01 | 25.9308804964 |
| 2020-01-01 | 25.5644880231 |
| 2020-02-01 | 25.2148450642 |
| 2020-03-01 | 24.6959820175 |
| 2020-04-01 | 22.4627755031 |
| 2020-05-01 | 21.9886541174 |
| 2020-06-01 | 21.7539164670 |
| 2020-07-01 | 21.3853264436 |
| 2020-08-01 | 21.2508485750 |
| 2020-09-01 | 21.2311899544 |
| 2020-10-01 | 21.1081670221 |
| 2020-11-01 | 21.0046461286 |
| 2020-12-01 | 21.0071832268 |
| 2021-01-01 | 20.6369666517 |
| 2021-02-01 | 20.4995008121 |
| 2021-03-01 | 20.8285099929 |
| 2021-04-01 | 20.8247719874 |
| 2021-05-01 | 20.7776762827 |
| 2021-06-01 | 20.7648627823 |
| 2021-07-01 | 20.8123456944 |
| 2021-08-01 | 20.8763977155 |
| 2021-09-01 | 20.8337088851 |
| 2021-10-01 | 20.8391019756 |
| 2021-11-01 | 20.9324688859 |
| 2021-12-01 | 21.0049090225 |
| 2022-01-01 | 20.9485102609 |
| 2022-02-01 | 20.9020376604 |
| 2022-03-01 | 20.9178176727 |
| 2022-04-01 | 20.8802863906 |
| 2022-05-01 | 21.0472963877 |
| 2022-06-01 | 21.0477522122 |
| 2022-07-01 | 21.3200320998 |
| 2022-08-01 | 21.3790091400 |
| 2022-09-01 | 21.6428104869 |
| 2022-10-01 | 21.7658658500 |
| 2022-11-01 | 21.8585503744 |
| 2022-12-01 | 21.7037039328 |
| 2023-01-01 | 22.1826931153 |
| 2023-02-01 | 22.2400110398 |
| 2023-03-01 | 22.2357550034 |
| 2023-04-01 | 22.2388075468 |
| 2023-05-01 | 22.1074553881 |
| 2023-06-01 | 22.0093769150 |
| 2023-07-01 | 21.8038447653 |
| 2023-08-01 | 21.6647982138 |
| 2023-09-01 | 21.6655675490 |
| 2023-10-01 | 21.5868307542 |
| 2023-11-01 | 21.6906976661 |
| 2023-12-01 | 21.6151342017 |
| 2024-01-01 | 21.5704618424 |
| 2024-02-01 | 21.5584344270 |
| 2024-03-01 | 21.5361291483 |
| 2024-04-01 | 20.9228189759 |
| 2024-05-01 | 20.9851033640 |
| 2024-06-01 | 20.9900305835 |
| 2024-07-01 | 20.7912862643 |
| 2024-08-01 | 20.7474473030 |
| 2024-09-01 | 20.7049268080 |
| 2024-10-01 | 20.2032480411 |
| 2024-11-01 | 20.2151427315 |
| 2024-12-01 | 20.2236422007 |
| 2025-01-01 | 20.1382984729 |
| 2025-02-01 | 20.1540320919 |
| 2025-03-01 | 20.6388567497 |
| 2025-04-01 | 20.6180777787 |
| 2025-05-01 | 20.5694215925 |
| 2025-06-01 | 20.4633370882 |
| 2025-07-01 | 20.4684313243 |
| 2025-08-01 | 20.5185321994 |
| 2025-09-01 | 20.4248729253 |
| 2025-10-01 | 20.7131696429 |
| 2025-11-01 | 20.7343635058 |
| 2025-12-01 | 20.8441521678 |
| 2026-01-01 | 21.1805640467 |
| 2026-02-01 | 20.7981822918 |
| 2026-03-01 | 20.6449472735 |
| 2026-04-01 | 20.8073670411 |
| 2026-05-01 | 20.8506609027 |
| 2026-06-01 | 20.9334212717 |
| 2026-07-01 | 21.0358535984 |
| 2026-08-01 | 20.9852617894 |
| 2026-09-01 | 20.7424489908 |