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 2026-08-01 |
| Last Updated | 2026-09-18 11:34 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 | 27.2938989271 |
| 1990-02-01 | 27.2602486420 |
| 1990-03-01 | 27.3850977947 |
| 1990-04-01 | 27.2072096452 |
| 1990-05-01 | 26.9726699931 |
| 1990-06-01 | 26.8483295162 |
| 1990-07-01 | 26.5291878954 |
| 1990-08-01 | 26.5414291340 |
| 1990-09-01 | 26.5360147384 |
| 1990-10-01 | 26.1301131638 |
| 1990-11-01 | 26.0868054562 |
| 1990-12-01 | 26.1030601725 |
| 1991-01-01 | 25.8397799108 |
| 1991-02-01 | 25.5904099212 |
| 1991-03-01 | 25.1231797562 |
| 1991-04-01 | 24.8827517148 |
| 1991-05-01 | 24.5653201706 |
| 1991-06-01 | 24.4060053129 |
| 1991-07-01 | 24.2662492249 |
| 1991-08-01 | 24.2073418636 |
| 1991-09-01 | 23.9047304403 |
| 1991-10-01 | 23.7947336007 |
| 1991-11-01 | 23.4063669942 |
| 1991-12-01 | 23.1762228621 |
| 1992-01-01 | 23.2479975477 |
| 1992-02-01 | 23.1925418497 |
| 1992-03-01 | 23.2867988547 |
| 1992-04-01 | 23.1515322306 |
| 1992-05-01 | 23.0479264570 |
| 1992-06-01 | 22.9408781724 |
| 1992-07-01 | 23.0726641673 |
| 1992-08-01 | 22.6573994188 |
| 1992-09-01 | 22.5440054157 |
| 1992-10-01 | 22.4347254509 |
| 1992-11-01 | 22.4984979191 |
| 1992-12-01 | 22.0813795818 |
| 1993-01-01 | 21.9175123578 |
| 1993-02-01 | 21.9537170673 |
| 1993-03-01 | 21.4302278901 |
| 1993-04-01 | 21.3096870366 |
| 1993-05-01 | 21.3327704075 |
| 1993-06-01 | 20.1096586235 |
| 1993-07-01 | 19.9097438418 |
| 1993-08-01 | 19.8348084652 |
| 1993-09-01 | 19.8126084668 |
| 1993-10-01 | 19.9153042229 |
| 1993-11-01 | 20.0149982778 |
| 1993-12-01 | 20.9966576515 |
| 1994-01-01 | 20.2729131266 |
| 1994-02-01 | 19.9838830562 |
| 1994-03-01 | 19.5678086518 |
| 1994-04-01 | 19.7669516003 |
| 1994-05-01 | 19.8199856726 |
| 1994-06-01 | 19.7177689802 |
| 1994-07-01 | 19.6868857173 |
| 1994-08-01 | 19.6386140080 |
| 1994-09-01 | 19.6236368324 |
| 1994-10-01 | 19.5493506424 |
| 1994-11-01 | 19.5104393432 |
| 1994-12-01 | 19.4158637994 |
| 1995-01-01 | 19.1439438650 |
| 1995-02-01 | 18.8496211036 |
| 1995-03-01 | 18.9277711462 |
| 1995-04-01 | 19.0351925273 |
| 1995-05-01 | 18.8158591634 |
| 1995-06-01 | 18.7458100196 |
| 1995-07-01 | 18.3894640770 |
| 1995-08-01 | 18.5516255932 |
| 1995-09-01 | 18.5448440173 |
| 1995-10-01 | 18.4095100141 |
| 1995-11-01 | 18.3315869689 |
| 1995-12-01 | 18.2299401295 |
| 1996-01-01 | 17.6864580001 |
| 1996-02-01 | 17.8100003937 |
| 1996-03-01 | 17.9868813092 |
| 1996-04-01 | 18.6076151795 |
| 1996-05-01 | 18.6147291617 |
| 1996-06-01 | 18.6547544370 |
| 1996-07-01 | 18.6597307574 |
| 1996-08-01 | 18.7313571867 |
| 1996-09-01 | 18.5400851221 |
| 1996-10-01 | 19.0278500960 |
| 1996-11-01 | 18.9294515438 |
| 1996-12-01 | 18.9660302638 |
| 1997-01-01 | 19.1459643430 |
| 1997-02-01 | 19.1729044921 |
| 1997-03-01 | 19.3141779978 |
| 1997-04-01 | 19.3068187651 |
| 1997-05-01 | 19.4134931472 |
| 1997-06-01 | 19.4490116671 |
| 1997-07-01 | 19.6097723245 |
| 1997-08-01 | 19.5920168585 |
| 1997-09-01 | 19.5062725828 |
| 1997-10-01 | 19.6456971697 |
| 1997-11-01 | 19.7320027652 |
| 1997-12-01 | 19.6889192880 |
| 1998-01-01 | 19.7519603054 |
| 1998-02-01 | 19.7938371155 |
| 1998-03-01 | 19.8244178987 |
| 1998-04-01 | 20.0327918149 |
| 1998-05-01 | 19.8177659737 |
| 1998-06-01 | 19.8468188314 |
| 1998-07-01 | 19.8784107020 |
| 1998-08-01 | 19.9642004294 |
| 1998-09-01 | 19.9974711888 |
| 1998-10-01 | 19.5643536840 |
| 1998-11-01 | 19.6435548012 |
| 1998-12-01 | 19.6851266995 |
| 1999-01-01 | 19.6231147540 |
| 1999-02-01 | 19.5717267789 |
| 1999-03-01 | 19.4108740990 |
| 1999-04-01 | 19.4718394850 |
| 1999-05-01 | 19.4338545063 |
| 1999-06-01 | 19.1658585863 |
| 1999-07-01 | 18.5930240004 |
| 1999-08-01 | 18.7695182750 |
| 1999-09-01 | 18.8310066211 |
| 1999-10-01 | 18.7812665636 |
| 1999-11-01 | 18.8697225557 |
| 1999-12-01 | 18.9643120898 |
| 2000-01-01 | 18.4612853191 |
| 2000-02-01 | 18.4115185055 |
| 2000-03-01 | 18.5891713590 |
| 2000-04-01 | 18.1986939008 |
| 2000-05-01 | 17.9578152741 |
| 2000-06-01 | 18.0841596030 |
| 2000-07-01 | 18.1847990931 |
| 2000-08-01 | 18.1673492344 |
| 2000-09-01 | 18.1585783538 |
| 2000-10-01 | 17.9859843825 |
| 2000-11-01 | 17.9892802708 |
| 2000-12-01 | 18.0458888867 |
| 2001-01-01 | 18.1513792658 |
| 2001-02-01 | 18.2035815030 |
| 2001-03-01 | 18.2789298950 |
| 2001-04-01 | 18.2258484807 |
| 2001-05-01 | 18.3637073461 |
| 2001-06-01 | 18.4612534195 |
| 2001-07-01 | 18.4522817629 |
| 2001-08-01 | 18.5336520329 |
| 2001-09-01 | 18.4673354633 |
| 2001-10-01 | 18.5711296316 |
| 2001-11-01 | 18.5018933470 |
| 2001-12-01 | 18.5549353524 |
| 2002-01-01 | 18.5783114613 |
| 2002-02-01 | 18.5285116910 |
| 2002-03-01 | 18.3733989180 |
| 2002-04-01 | 18.2282875661 |
| 2002-05-01 | 18.1668044884 |
| 2002-06-01 | 18.0511563007 |
| 2002-07-01 | 17.4554099258 |
| 2002-08-01 | 17.8484780504 |
| 2002-09-01 | 17.6098283932 |
| 2002-10-01 | 17.5889161525 |
| 2002-11-01 | 17.4316826891 |
| 2002-12-01 | 17.2398957138 |
| 2003-01-01 | 17.1336199157 |
| 2003-02-01 | 17.0753931668 |
| 2003-03-01 | 17.0247267883 |
| 2003-04-01 | 16.8865191761 |
| 2003-05-01 | 16.8686469424 |
| 2003-06-01 | 16.8615405249 |
| 2003-07-01 | 16.9564844953 |
| 2003-08-01 | 16.9776761434 |
| 2003-09-01 | 17.1378812142 |
| 2003-10-01 | 17.2105336827 |
| 2003-11-01 | 17.2542320828 |
| 2003-12-01 | 17.3401766956 |
| 2004-01-01 | 17.1436899571 |
| 2004-02-01 | 17.1933355717 |
| 2004-03-01 | 17.4328420492 |
| 2004-04-01 | 17.7518278839 |
| 2004-05-01 | 17.7482874337 |
| 2004-06-01 | 17.9208890036 |
| 2004-07-01 | 18.1133624292 |
| 2004-08-01 | 18.0692202897 |
| 2004-09-01 | 18.0311879690 |
| 2004-10-01 | 18.1116790984 |
| 2004-11-01 | 18.2584085220 |
| 2004-12-01 | 18.4459147780 |
| 2005-01-01 | 18.6030978487 |
| 2005-02-01 | 18.6732964748 |
| 2005-03-01 | 18.3633922629 |
| 2005-04-01 | 18.9193576470 |
| 2005-05-01 | 18.8267722899 |
| 2005-06-01 | 18.8898800587 |
| 2005-07-01 | 18.9991887830 |
| 2005-08-01 | 18.9648070434 |
| 2005-09-01 | 19.1195568384 |
| 2005-10-01 | 19.1169442289 |
| 2005-11-01 | 19.1487039012 |
| 2005-12-01 | 19.0350094866 |
| 2006-01-01 | 19.2046948574 |
| 2006-02-01 | 19.4090757297 |
| 2006-03-01 | 19.4943884312 |
| 2006-04-01 | 19.6042990122 |
| 2006-05-01 | 19.6249229819 |
| 2006-06-01 | 19.5818109929 |
| 2006-07-01 | 19.5074294557 |
| 2006-08-01 | 19.5773953108 |
| 2006-09-01 | 19.6182295343 |
| 2006-10-01 | 19.6111947557 |
| 2006-11-01 | 19.7324654038 |
| 2006-12-01 | 19.8184458952 |
| 2007-01-01 | 19.9023613492 |
| 2007-02-01 | 19.9117682571 |
| 2007-03-01 | 19.9966281316 |
| 2007-04-01 | 20.2087333230 |
| 2007-05-01 | 20.3362245508 |
| 2007-06-01 | 20.3822374513 |
| 2007-07-01 | 20.5230035885 |
| 2007-08-01 | 20.6825065411 |
| 2007-09-01 | 20.4127504863 |
| 2007-10-01 | 20.4999823337 |
| 2007-11-01 | 20.3989918676 |
| 2007-12-01 | 20.5038877812 |
| 2008-01-01 | 20.6876573848 |
| 2008-02-01 | 20.5979176954 |
| 2008-03-01 | 20.6864125431 |
| 2008-04-01 | 21.0227264184 |
| 2008-05-01 | 21.2567973684 |
| 2008-06-01 | 21.4905049461 |
| 2008-07-01 | 21.5401849262 |
| 2008-08-01 | 21.9049029976 |
| 2008-09-01 | 22.0075228001 |
| 2008-10-01 | 22.3785171704 |
| 2008-11-01 | 22.2641886412 |
| 2008-12-01 | 22.0956792903 |
| 2009-01-01 | 21.8764439562 |
| 2009-02-01 | 21.6693951561 |
| 2009-03-01 | 21.1480947186 |
| 2009-04-01 | 21.2246264621 |
| 2009-05-01 | 21.1788112306 |
| 2009-06-01 | 21.2293302481 |
| 2009-07-01 | 21.4055806269 |
| 2009-08-01 | 21.4719140414 |
| 2009-09-01 | 21.6525195826 |
| 2009-10-01 | 21.9180178173 |
| 2009-11-01 | 22.2588494237 |
| 2009-12-01 | 22.2791078828 |
| 2010-01-01 | 22.4300389632 |
| 2010-02-01 | 22.9223049876 |
| 2010-03-01 | 23.4280637296 |
| 2010-04-01 | 24.7326752204 |
| 2010-05-01 | 25.1688544663 |
| 2010-06-01 | 25.4771856000 |
| 2010-07-01 | 26.2560353773 |
| 2010-08-01 | 26.7550276001 |
| 2010-09-01 | 27.5279101145 |
| 2010-10-01 | 27.8847134321 |
| 2010-11-01 | 28.5218084774 |
| 2010-12-01 | 28.7999919989 |
| 2011-01-01 | 29.5811220445 |
| 2011-02-01 | 30.4551599891 |
| 2011-03-01 | 30.6906474655 |
| 2011-04-01 | 31.4322173918 |
| 2011-05-01 | 32.0292029646 |
| 2011-06-01 | 32.6804759624 |
| 2011-07-01 | 33.3038266021 |
| 2011-08-01 | 33.9348945704 |
| 2011-09-01 | 34.4134812698 |
| 2011-10-01 | 35.1700512523 |
| 2011-11-01 | 35.9897600181 |
| 2011-12-01 | 36.8050374280 |
| 2012-01-01 | 37.1920438709 |
| 2012-02-01 | 37.9478252901 |
| 2012-03-01 | 37.8406281345 |
| 2012-04-01 | 37.1311620718 |
| 2012-05-01 | 36.7997068706 |
| 2012-06-01 | 36.4710422695 |
| 2012-07-01 | 36.0214237514 |
| 2012-08-01 | 35.7876777291 |
| 2012-09-01 | 35.4781952274 |
| 2012-10-01 | 35.1125954676 |
| 2012-11-01 | 34.8348402168 |
| 2012-12-01 | 34.6218844236 |
| 2013-01-01 | 34.7231049268 |
| 2013-02-01 | 34.8790182708 |
| 2013-03-01 | 35.1458646203 |
| 2013-04-01 | 35.1352515608 |
| 2013-05-01 | 35.3191589523 |
| 2013-06-01 | 35.2539493211 |
| 2013-07-01 | 35.3000063394 |
| 2013-08-01 | 35.1250125094 |
| 2013-09-01 | 35.2063413591 |
| 2013-10-01 | 35.4311994967 |
| 2013-11-01 | 35.2271812621 |
| 2013-12-01 | 35.3591055161 |
| 2014-01-01 | 35.4734396447 |
| 2014-02-01 | 35.6544734243 |
| 2014-03-01 | 35.7308820580 |
| 2014-04-01 | 36.3929272969 |
| 2014-05-01 | 36.6372134892 |
| 2014-06-01 | 36.6848124684 |
| 2014-07-01 | 37.2026607347 |
| 2014-08-01 | 37.7072516556 |
| 2014-09-01 | 37.7781430648 |
| 2014-10-01 | 37.8996357239 |
| 2014-11-01 | 37.9827879002 |
| 2014-12-01 | 38.2116974514 |
| 2015-01-01 | 38.3165891306 |
| 2015-02-01 | 36.9747466911 |
| 2015-03-01 | 36.1367835193 |
| 2015-04-01 | 34.9225015442 |
| 2015-05-01 | 34.1753617747 |
| 2015-06-01 | 33.7613152890 |
| 2015-07-01 | 33.0668137728 |
| 2015-08-01 | 31.9524405933 |
| 2015-09-01 | 31.0120010205 |
| 2015-10-01 | 29.9564509339 |
| 2015-11-01 | 29.0379463120 |
| 2015-12-01 | 28.6101274677 |
| 2016-01-01 | 27.0817197758 |
| 2016-02-01 | 26.0132431528 |
| 2016-03-01 | 25.3787441013 |
| 2016-04-01 | 24.4662263369 |
| 2016-05-01 | 23.9229312254 |
| 2016-06-01 | 23.4082163690 |
| 2016-07-01 | 23.0777149209 |
| 2016-08-01 | 23.0316743433 |
| 2016-09-01 | 23.0820837851 |
| 2016-10-01 | 23.1157399807 |
| 2016-11-01 | 23.2910913984 |
| 2016-12-01 | 23.5338477108 |
| 2017-01-01 | 23.8296508742 |
| 2017-02-01 | 24.3660363399 |
| 2017-03-01 | 24.5564988746 |
| 2017-04-01 | 25.1476881454 |
| 2017-05-01 | 25.6199646763 |
| 2017-06-01 | 25.9811938825 |
| 2017-07-01 | 26.1206765807 |
| 2017-08-01 | 26.3731283929 |
| 2017-09-01 | 26.6488290252 |
| 2017-10-01 | 26.7980476624 |
| 2017-11-01 | 26.9789491810 |
| 2017-12-01 | 26.9881808938 |
| 2018-01-01 | 26.9341981078 |
| 2018-02-01 | 27.0060676755 |
| 2018-03-01 | 27.0678673921 |
| 2018-04-01 | 27.3052774176 |
| 2018-05-01 | 27.4023384538 |
| 2018-06-01 | 27.5634094592 |
| 2018-07-01 | 27.7835018946 |
| 2018-08-01 | 27.8472281383 |
| 2018-09-01 | 27.9496679384 |
| 2018-10-01 | 28.5057682189 |
| 2018-11-01 | 28.4015197774 |
| 2018-12-01 | 28.5321807625 |
| 2019-01-01 | 28.9169130978 |
| 2019-02-01 | 28.8197665054 |
| 2019-03-01 | 28.8669380727 |
| 2019-04-01 | 28.7313699250 |
| 2019-05-01 | 28.6797177036 |
| 2019-06-01 | 28.4650512149 |
| 2019-07-01 | 28.3762470291 |
| 2019-08-01 | 28.0519829561 |
| 2019-09-01 | 27.3678049098 |
| 2019-10-01 | 26.9434323171 |
| 2019-11-01 | 26.3517527910 |
| 2019-12-01 | 25.9383231681 |
| 2020-01-01 | 25.5474772756 |
| 2020-02-01 | 25.2180057590 |
| 2020-03-01 | 24.6905036450 |
| 2020-04-01 | 22.4651377715 |
| 2020-05-01 | 21.9904949184 |
| 2020-06-01 | 21.7557228388 |
| 2020-07-01 | 21.3859207850 |
| 2020-08-01 | 21.2513764222 |
| 2020-09-01 | 21.2320220718 |
| 2020-10-01 | 21.1084269246 |
| 2020-11-01 | 21.0056191981 |
| 2020-12-01 | 21.0123740118 |
| 2021-01-01 | 20.6249357017 |
| 2021-02-01 | 20.4996173810 |
| 2021-03-01 | 20.8272983304 |
| 2021-04-01 | 20.8250801971 |
| 2021-05-01 | 20.7802707853 |
| 2021-06-01 | 20.7679402902 |
| 2021-07-01 | 20.8139221725 |
| 2021-08-01 | 20.8767253000 |
| 2021-09-01 | 20.8333948322 |
| 2021-10-01 | 20.8383285264 |
| 2021-11-01 | 20.9320462889 |
| 2021-12-01 | 21.0087888840 |
| 2022-01-01 | 20.9391096761 |
| 2022-02-01 | 20.8994425064 |
| 2022-03-01 | 20.9163901919 |
| 2022-04-01 | 20.8804118843 |
| 2022-05-01 | 21.0512928333 |
| 2022-06-01 | 21.0538315953 |
| 2022-07-01 | 21.3264710661 |
| 2022-08-01 | 21.3845293524 |
| 2022-09-01 | 21.6303898082 |
| 2022-10-01 | 21.7667571160 |
| 2022-11-01 | 21.8568451566 |
| 2022-12-01 | 21.7037768291 |
| 2023-01-01 | 22.1761633934 |
| 2023-02-01 | 22.2317037513 |
| 2023-03-01 | 22.2341864433 |
| 2023-04-01 | 22.2375309092 |
| 2023-05-01 | 22.1133457327 |
| 2023-06-01 | 22.0196543841 |
| 2023-07-01 | 21.8178953450 |
| 2023-08-01 | 21.6889130008 |
| 2023-09-01 | 21.6353060978 |
| 2023-10-01 | 21.5856032132 |
| 2023-11-01 | 21.6874015430 |
| 2023-12-01 | 21.6101641499 |
| 2024-01-01 | 21.5618976001 |
| 2024-02-01 | 21.5441484354 |
| 2024-03-01 | 21.5337866963 |
| 2024-04-01 | 20.9214317084 |
| 2024-05-01 | 20.9932046937 |
| 2024-06-01 | 21.0054988106 |
| 2024-07-01 | 20.8135390147 |
| 2024-08-01 | 20.7918546360 |
| 2024-09-01 | 20.6570195628 |
| 2024-10-01 | 20.1997687137 |
| 2024-11-01 | 20.2103677702 |
| 2024-12-01 | 20.2133531443 |
| 2025-01-01 | 20.1271464950 |
| 2025-02-01 | 20.1350789363 |
| 2025-03-01 | 20.6355244298 |
| 2025-04-01 | 20.6156606923 |
| 2025-05-01 | 20.5802782333 |
| 2025-06-01 | 20.4835675576 |
| 2025-07-01 | 20.4974867603 |
| 2025-08-01 | 20.5839027628 |
| 2025-09-01 | 20.3650580823 |
| 2025-10-01 | 20.7039562310 |
| 2025-11-01 | 20.7269389893 |
| 2025-12-01 | 20.8293054167 |
| 2026-01-01 | 21.1640955012 |
| 2026-02-01 | 20.7738227067 |
| 2026-03-01 | 20.6400600327 |
| 2026-04-01 | 20.8058377676 |
| 2026-05-01 | 20.8643004163 |
| 2026-06-01 | 20.9590835615 |
| 2026-07-01 | 21.0724810384 |
| 2026-08-01 | 20.9680661822 |