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 2026-04-01 |
| Last Updated | 2026-05-26 1:09 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 | 27.2938948133934 |
| 1990-02-01 | 27.2602472046169 |
| 1990-03-01 | 27.3850914446121 |
| 1990-04-01 | 27.2072024690318 |
| 1990-05-01 | 26.9726622662498 |
| 1990-06-01 | 26.8483366024315 |
| 1990-07-01 | 26.5291947943275 |
| 1990-08-01 | 26.5414346899494 |
| 1990-09-01 | 26.5360233494592 |
| 1990-10-01 | 26.1301157430336 |
| 1990-11-01 | 26.0868133775619 |
| 1990-12-01 | 26.1030466326293 |
| 1991-01-01 | 25.8397746874357 |
| 1991-02-01 | 25.5904105217662 |
| 1991-03-01 | 25.1231746417502 |
| 1991-04-01 | 24.8827442537476 |
| 1991-05-01 | 24.5653115350570 |
| 1991-06-01 | 24.4060124942148 |
| 1991-07-01 | 24.2662558013531 |
| 1991-08-01 | 24.2073469171199 |
| 1991-09-01 | 23.9047377550028 |
| 1991-10-01 | 23.7947365117586 |
| 1991-11-01 | 23.4063745952720 |
| 1991-12-01 | 23.1762096582706 |
| 1992-01-01 | 23.2479919538730 |
| 1992-02-01 | 23.1925452669659 |
| 1992-03-01 | 23.2867954744696 |
| 1992-04-01 | 23.1515235088557 |
| 1992-05-01 | 23.0479166707026 |
| 1992-06-01 | 22.9408849888409 |
| 1992-07-01 | 23.0726707432673 |
| 1992-08-01 | 22.6574039264349 |
| 1992-09-01 | 22.5440109133644 |
| 1992-10-01 | 22.4347288156427 |
| 1992-11-01 | 22.4985060797323 |
| 1992-12-01 | 22.0813665046891 |
| 1993-01-01 | 21.9175067971466 |
| 1993-02-01 | 21.9537239666960 |
| 1993-03-01 | 21.4302302667867 |
| 1993-04-01 | 21.3096742939664 |
| 1993-05-01 | 21.3327595874249 |
| 1993-06-01 | 20.1096627334381 |
| 1993-07-01 | 19.9097487608373 |
| 1993-08-01 | 19.8348115355370 |
| 1993-09-01 | 19.8126119680995 |
| 1993-10-01 | 19.9153082490217 |
| 1993-11-01 | 20.0150057915964 |
| 1993-12-01 | 20.9966477681838 |
| 1994-01-01 | 20.2729091521547 |
| 1994-02-01 | 19.9838925387878 |
| 1994-03-01 | 19.5678152589964 |
| 1994-04-01 | 19.7669351847007 |
| 1994-05-01 | 19.8199730507470 |
| 1994-06-01 | 19.7177709355470 |
| 1994-07-01 | 19.6868893945215 |
| 1994-08-01 | 19.6386157534942 |
| 1994-09-01 | 19.6236389947918 |
| 1994-10-01 | 19.5493560219270 |
| 1994-11-01 | 19.5104471418013 |
| 1994-12-01 | 19.4158571130414 |
| 1995-01-01 | 19.1439423993167 |
| 1995-02-01 | 18.8496323400432 |
| 1995-03-01 | 18.9277825061714 |
| 1995-04-01 | 19.0351708636036 |
| 1995-05-01 | 18.8158470113247 |
| 1995-06-01 | 18.7458087422013 |
| 1995-07-01 | 18.3894654491742 |
| 1995-08-01 | 18.5516261167617 |
| 1995-09-01 | 18.5448458552638 |
| 1995-10-01 | 18.4095157898677 |
| 1995-11-01 | 18.3315933454507 |
| 1995-12-01 | 18.2299386885741 |
| 1996-01-01 | 17.6864594858746 |
| 1996-02-01 | 17.8100109092701 |
| 1996-03-01 | 17.9868931501376 |
| 1996-04-01 | 18.6075922959185 |
| 1996-05-01 | 18.6147157319227 |
| 1996-06-01 | 18.6547508528389 |
| 1996-07-01 | 18.6597323862716 |
| 1996-08-01 | 18.7313568284277 |
| 1996-09-01 | 18.5400867766556 |
| 1996-10-01 | 19.0278559779241 |
| 1996-11-01 | 18.9294570683777 |
| 1996-12-01 | 18.9660329994916 |
| 1997-01-01 | 19.1459679422633 |
| 1997-02-01 | 19.1729139923872 |
| 1997-03-01 | 19.3141909459241 |
| 1997-04-01 | 19.3067944375564 |
| 1997-05-01 | 19.4134773922460 |
| 1997-06-01 | 19.4490076184188 |
| 1997-07-01 | 19.6097757965151 |
| 1997-08-01 | 19.5920169233588 |
| 1997-09-01 | 19.5062747102684 |
| 1997-10-01 | 19.6457027370280 |
| 1997-11-01 | 19.7320069998424 |
| 1997-12-01 | 19.6889245260995 |
| 1998-01-01 | 19.7519644602543 |
| 1998-02-01 | 19.7938431982529 |
| 1998-03-01 | 19.8244258828345 |
| 1998-04-01 | 20.0327717597998 |
| 1998-05-01 | 19.8177474842890 |
| 1998-06-01 | 19.8468174412404 |
| 1998-07-01 | 19.8784183640120 |
| 1998-08-01 | 19.9642023434591 |
| 1998-09-01 | 19.9974738176079 |
| 1998-10-01 | 19.5643578265633 |
| 1998-11-01 | 19.6435578698521 |
| 1998-12-01 | 19.6851302773248 |
| 1999-01-01 | 19.6231172300635 |
| 1999-02-01 | 19.5717285566492 |
| 1999-03-01 | 19.4108767922908 |
| 1999-04-01 | 19.4718241401362 |
| 1999-05-01 | 19.4338355551871 |
| 1999-06-01 | 19.1658565424192 |
| 1999-07-01 | 18.5930479434457 |
| 1999-08-01 | 18.7695184414288 |
| 1999-09-01 | 18.8310076583017 |
| 1999-10-01 | 18.7812682205282 |
| 1999-11-01 | 18.8697234806775 |
| 1999-12-01 | 18.9643126592070 |
| 2000-01-01 | 18.4612851441038 |
| 2000-02-01 | 18.4115161724983 |
| 2000-03-01 | 18.5891681052387 |
| 2000-04-01 | 18.1986849043974 |
| 2000-05-01 | 17.9577978416262 |
| 2000-06-01 | 18.0841571100990 |
| 2000-07-01 | 18.1848399721284 |
| 2000-08-01 | 18.1673479805422 |
| 2000-09-01 | 18.1585773701818 |
| 2000-10-01 | 17.9859832123562 |
| 2000-11-01 | 17.9892791084792 |
| 2000-12-01 | 18.0458854966012 |
| 2001-01-01 | 18.1513769378475 |
| 2001-02-01 | 18.2035769974472 |
| 2001-03-01 | 18.2789238904425 |
| 2001-04-01 | 18.2258406630257 |
| 2001-05-01 | 18.3636898070867 |
| 2001-06-01 | 18.4612468376320 |
| 2001-07-01 | 18.4523476078458 |
| 2001-08-01 | 18.5336461363288 |
| 2001-09-01 | 18.4673309628470 |
| 2001-10-01 | 18.5711262749155 |
| 2001-11-01 | 18.5018901209482 |
| 2001-12-01 | 18.5549277121004 |
| 2002-01-01 | 18.5783080802888 |
| 2002-02-01 | 18.5285076488992 |
| 2002-03-01 | 18.3733894219049 |
| 2002-04-01 | 18.2282786153278 |
| 2002-05-01 | 18.1667910976317 |
| 2002-06-01 | 18.0511491670805 |
| 2002-07-01 | 17.4554813521543 |
| 2002-08-01 | 17.8484714260159 |
| 2002-09-01 | 17.6098227418153 |
| 2002-10-01 | 17.5889115762473 |
| 2002-11-01 | 17.4316783458569 |
| 2002-12-01 | 17.2398856937639 |
| 2003-01-01 | 17.1336170721675 |
| 2003-02-01 | 17.0753909954621 |
| 2003-03-01 | 17.0247165838210 |
| 2003-04-01 | 16.8865076172550 |
| 2003-05-01 | 16.8686384074241 |
| 2003-06-01 | 16.8615317863240 |
| 2003-07-01 | 16.9565606249381 |
| 2003-08-01 | 16.9776675382851 |
| 2003-09-01 | 17.1378744350106 |
| 2003-10-01 | 17.2105285794751 |
| 2003-11-01 | 17.2542273833936 |
| 2003-12-01 | 17.3401655997996 |
| 2004-01-01 | 17.1436876811348 |
| 2004-02-01 | 17.1933356040481 |
| 2004-03-01 | 17.4328313014708 |
| 2004-04-01 | 17.7518137962022 |
| 2004-05-01 | 17.7482829483527 |
| 2004-06-01 | 17.9208834421730 |
| 2004-07-01 | 18.1134292927425 |
| 2004-08-01 | 18.0692142606064 |
| 2004-09-01 | 18.0311827146793 |
| 2004-10-01 | 18.1116743823341 |
| 2004-11-01 | 18.2584039315379 |
| 2004-12-01 | 18.4459034976185 |
| 2005-01-01 | 18.6030966798517 |
| 2005-02-01 | 18.6732979332656 |
| 2005-03-01 | 18.3633809512457 |
| 2005-04-01 | 18.9193441533247 |
| 2005-05-01 | 18.8267698935867 |
| 2005-06-01 | 18.8898766569733 |
| 2005-07-01 | 18.9992421871318 |
| 2005-08-01 | 18.9648030072976 |
| 2005-09-01 | 19.1195531875326 |
| 2005-10-01 | 19.1169406456889 |
| 2005-11-01 | 19.1487000367398 |
| 2005-12-01 | 19.0350004311283 |
| 2006-01-01 | 19.2046942788165 |
| 2006-02-01 | 19.4090780668682 |
| 2006-03-01 | 19.4943762990352 |
| 2006-04-01 | 19.6042876301780 |
| 2006-05-01 | 19.6249246150248 |
| 2006-06-01 | 19.5818130142625 |
| 2006-07-01 | 19.5074575593592 |
| 2006-08-01 | 19.5773964836183 |
| 2006-09-01 | 19.6182293425967 |
| 2006-10-01 | 19.6111927386385 |
| 2006-11-01 | 19.7324624423741 |
| 2006-12-01 | 19.8184398616595 |
| 2007-01-01 | 19.9023606282785 |
| 2007-02-01 | 19.9117688155167 |
| 2007-03-01 | 19.9966154386862 |
| 2007-04-01 | 20.2087274957536 |
| 2007-05-01 | 20.3362271244359 |
| 2007-06-01 | 20.3822418041329 |
| 2007-07-01 | 20.5230196505858 |
| 2007-08-01 | 20.6825084320360 |
| 2007-09-01 | 20.4127512705814 |
| 2007-10-01 | 20.4999812845125 |
| 2007-11-01 | 20.3989896104849 |
| 2007-12-01 | 20.5038843561520 |
| 2008-01-01 | 20.6876556387670 |
| 2008-02-01 | 20.5979159131575 |
| 2008-03-01 | 20.6864002533805 |
| 2008-04-01 | 21.0227258428550 |
| 2008-05-01 | 21.2568012477812 |
| 2008-06-01 | 21.4905132947266 |
| 2008-07-01 | 21.5401892881338 |
| 2008-08-01 | 21.9049066043784 |
| 2008-09-01 | 22.0075243802898 |
| 2008-10-01 | 22.3785160998670 |
| 2008-11-01 | 22.2641857956172 |
| 2008-12-01 | 22.0956758022282 |
| 2009-01-01 | 21.8764410567222 |
| 2009-02-01 | 21.6693917557470 |
| 2009-03-01 | 21.1480850631456 |
| 2009-04-01 | 21.2246309142930 |
| 2009-05-01 | 21.1788146331076 |
| 2009-06-01 | 21.2293393707874 |
| 2009-07-01 | 21.4055836511696 |
| 2009-08-01 | 21.4719165095629 |
| 2009-09-01 | 21.6525201996418 |
| 2009-10-01 | 21.9180159012990 |
| 2009-11-01 | 22.2588445544213 |
| 2009-12-01 | 22.2791021772819 |
| 2010-01-01 | 22.4300341304055 |
| 2010-02-01 | 22.9223016389289 |
| 2010-03-01 | 23.4280582969676 |
| 2010-04-01 | 24.7326817786580 |
| 2010-05-01 | 25.1688600906952 |
| 2010-06-01 | 25.4771983473105 |
| 2010-07-01 | 26.2560413571883 |
| 2010-08-01 | 26.7550333743680 |
| 2010-09-01 | 27.5279106969206 |
| 2010-10-01 | 27.8847073314038 |
| 2010-11-01 | 28.5217976702634 |
| 2010-12-01 | 28.7999772512860 |
| 2011-01-01 | 29.5811034528304 |
| 2011-02-01 | 30.4551408283437 |
| 2011-03-01 | 30.6906852381686 |
| 2011-04-01 | 31.4322109408731 |
| 2011-05-01 | 32.0292040944818 |
| 2011-06-01 | 32.6805134187960 |
| 2011-07-01 | 33.3038456886173 |
| 2011-08-01 | 33.9349090827161 |
| 2011-09-01 | 34.4134787531453 |
| 2011-10-01 | 35.1700325431904 |
| 2011-11-01 | 35.9897307817288 |
| 2011-12-01 | 36.8049784664552 |
| 2012-01-01 | 37.1919896448608 |
| 2012-02-01 | 37.9478074633588 |
| 2012-03-01 | 37.8407624365712 |
| 2012-04-01 | 37.1311333934950 |
| 2012-05-01 | 36.7997086862773 |
| 2012-06-01 | 36.4710803108737 |
| 2012-07-01 | 36.0215377748344 |
| 2012-08-01 | 35.7876704231538 |
| 2012-09-01 | 35.4781667737521 |
| 2012-10-01 | 35.1125479583358 |
| 2012-11-01 | 34.8347720054446 |
| 2012-12-01 | 34.6217602775180 |
| 2013-01-01 | 34.7230267351921 |
| 2013-02-01 | 34.8790385166462 |
| 2013-03-01 | 35.1461111370427 |
| 2013-04-01 | 35.1352388928495 |
| 2013-05-01 | 35.3191712512789 |
| 2013-06-01 | 35.2539696249579 |
| 2013-07-01 | 35.3001947503573 |
| 2013-08-01 | 35.1249840829168 |
| 2013-09-01 | 35.2062703702320 |
| 2013-10-01 | 35.4310875599568 |
| 2013-11-01 | 35.2270678601743 |
| 2013-12-01 | 35.3588944288265 |
| 2014-01-01 | 35.4732540910851 |
| 2014-02-01 | 35.6543789817474 |
| 2014-03-01 | 35.7318090655988 |
| 2014-04-01 | 36.3927806069800 |
| 2014-05-01 | 36.6371599754911 |
| 2014-06-01 | 36.6847794840390 |
| 2014-07-01 | 37.2029293040114 |
| 2014-08-01 | 37.7071617965627 |
| 2014-09-01 | 37.7780104217653 |
| 2014-10-01 | 37.8994583510143 |
| 2014-11-01 | 37.9826129472610 |
| 2014-12-01 | 38.2113928375464 |
| 2015-01-01 | 38.3162901019386 |
| 2015-02-01 | 36.9745272188358 |
| 2015-03-01 | 36.1384035658531 |
| 2015-04-01 | 34.9222598801811 |
| 2015-05-01 | 34.1752512145241 |
| 2015-06-01 | 33.7612619125120 |
| 2015-07-01 | 33.0670419009835 |
| 2015-08-01 | 31.9523462506827 |
| 2015-09-01 | 31.0118600887867 |
| 2015-10-01 | 29.9562953969697 |
| 2015-11-01 | 29.0377290164067 |
| 2015-12-01 | 28.6098032242160 |
| 2016-01-01 | 27.0814301287291 |
| 2016-02-01 | 26.0130091395989 |
| 2016-03-01 | 25.3803475706894 |
| 2016-04-01 | 24.4660211922565 |
| 2016-05-01 | 23.9228293091159 |
| 2016-06-01 | 23.4081547163294 |
| 2016-07-01 | 23.0779039434802 |
| 2016-08-01 | 23.0315910511543 |
| 2016-09-01 | 23.0819811303070 |
| 2016-10-01 | 23.1156176085838 |
| 2016-11-01 | 23.2907854700645 |
| 2016-12-01 | 23.5334430777011 |
| 2017-01-01 | 23.8293488461305 |
| 2017-02-01 | 24.3658566594833 |
| 2017-03-01 | 24.5581053344225 |
| 2017-04-01 | 25.1476933097807 |
| 2017-05-01 | 25.6199276053478 |
| 2017-06-01 | 25.9811258821691 |
| 2017-07-01 | 26.1208926027003 |
| 2017-08-01 | 26.3730984573057 |
| 2017-09-01 | 26.6487252192459 |
| 2017-10-01 | 26.7979244097606 |
| 2017-11-01 | 26.9786253421707 |
| 2017-12-01 | 26.9870525224770 |
| 2018-01-01 | 26.9334245418930 |
| 2018-02-01 | 27.0058989165890 |
| 2018-03-01 | 27.0707440462061 |
| 2018-04-01 | 27.3051697934132 |
| 2018-05-01 | 27.4022411864103 |
| 2018-06-01 | 27.5633571103583 |
| 2018-07-01 | 27.7837427194315 |
| 2018-08-01 | 27.8471961079406 |
| 2018-09-01 | 27.9495951069843 |
| 2018-10-01 | 28.5057327850043 |
| 2018-11-01 | 28.4013283459950 |
| 2018-12-01 | 28.5300120339886 |
| 2019-01-01 | 28.9157774398390 |
| 2019-02-01 | 28.8197986569724 |
| 2019-03-01 | 28.8707361675244 |
| 2019-04-01 | 28.7312331054399 |
| 2019-05-01 | 28.6796020910892 |
| 2019-06-01 | 28.4650308611160 |
| 2019-07-01 | 28.3764414199163 |
| 2019-08-01 | 28.0519584379016 |
| 2019-09-01 | 27.3677628248258 |
| 2019-10-01 | 26.9435347362326 |
| 2019-11-01 | 26.3518759498270 |
| 2019-12-01 | 25.9355487568676 |
| 2020-01-01 | 25.5463567130589 |
| 2020-02-01 | 25.2182218408392 |
| 2020-03-01 | 24.6942474273339 |
| 2020-04-01 | 22.4647490022970 |
| 2020-05-01 | 21.9902673781901 |
| 2020-06-01 | 21.7557129019055 |
| 2020-07-01 | 21.3861096698631 |
| 2020-08-01 | 21.2513512910301 |
| 2020-09-01 | 21.2320330196738 |
| 2020-10-01 | 21.1086357212122 |
| 2020-11-01 | 21.0059018998619 |
| 2020-12-01 | 21.0099116143091 |
| 2021-01-01 | 20.6243084880698 |
| 2021-02-01 | 20.5001922680845 |
| 2021-03-01 | 20.8295874010210 |
| 2021-04-01 | 20.8238409875579 |
| 2021-05-01 | 20.7805980643553 |
| 2021-06-01 | 20.7684083193442 |
| 2021-07-01 | 20.8143448691513 |
| 2021-08-01 | 20.8767079118715 |
| 2021-09-01 | 20.8332292124564 |
| 2021-10-01 | 20.8382452914859 |
| 2021-11-01 | 20.9325540081620 |
| 2021-12-01 | 21.0064036175306 |
| 2022-01-01 | 20.9385675375446 |
| 2022-02-01 | 20.9012641436736 |
| 2022-03-01 | 20.9176172308894 |
| 2022-04-01 | 20.8769386761533 |
| 2022-05-01 | 21.0530445179376 |
| 2022-06-01 | 21.0555871698964 |
| 2022-07-01 | 21.3271074255911 |
| 2022-08-01 | 21.3836548576947 |
| 2022-09-01 | 21.6290294753509 |
| 2022-10-01 | 21.7656013745362 |
| 2022-11-01 | 21.8578838142893 |
| 2022-12-01 | 21.7034196332265 |
| 2023-01-01 | 22.1764294203750 |
| 2023-02-01 | 22.2353898065739 |
| 2023-03-01 | 22.2327358619520 |
| 2023-04-01 | 22.2329694088535 |
| 2023-05-01 | 22.1141616135621 |
| 2023-06-01 | 22.0229570116985 |
| 2023-07-01 | 21.8242026942879 |
| 2023-08-01 | 21.6835704477298 |
| 2023-09-01 | 21.6300802249224 |
| 2023-10-01 | 21.5826693931605 |
| 2023-11-01 | 21.6896929653628 |
| 2023-12-01 | 21.6132680169521 |
| 2024-01-01 | 21.5632251109615 |
| 2024-02-01 | 21.5485575052076 |
| 2024-03-01 | 21.5289422613779 |
| 2024-04-01 | 20.9152319684468 |
| 2024-05-01 | 20.9927461126964 |
| 2024-06-01 | 21.0116841676769 |
| 2024-07-01 | 20.8297152062115 |
| 2024-08-01 | 20.7825491895442 |
| 2024-09-01 | 20.6468127692153 |
| 2024-10-01 | 20.1944483774208 |
| 2024-11-01 | 20.2130456248154 |
| 2024-12-01 | 20.2193723509792 |
| 2025-01-01 | 20.1290931033988 |
| 2025-02-01 | 20.1389931860954 |
| 2025-03-01 | 20.6271529859200 |
| 2025-04-01 | 20.6079787991819 |
| 2025-05-01 | 20.5780982531831 |
| 2025-06-01 | 20.4929060442135 |
| 2025-07-01 | 20.5264383354776 |
| 2025-08-01 | 20.5713697930777 |
| 2025-09-01 | 20.3493774127850 |
| 2025-10-01 | 20.6956039294938 |
| 2025-11-01 | 20.7295686869550 |
| 2025-12-01 | 20.8367826801748 |
| 2026-01-01 | 21.1656511716528 |
| 2026-02-01 | 20.7766870188350 |
| 2026-03-01 | 20.6286909283605 |
| 2026-04-01 | 20.7947055666958 |