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 2026-07-01 |
| Last Updated | 2026-08-21 6:45 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 | 27.2939010104469 |
| 1990-02-01 | 27.2602568848668 |
| 1990-03-01 | 27.3850976749277 |
| 1990-04-01 | 27.2072080998428 |
| 1990-05-01 | 26.9726676460433 |
| 1990-06-01 | 26.8483321920624 |
| 1990-07-01 | 26.5291838481960 |
| 1990-08-01 | 26.5414306184692 |
| 1990-09-01 | 26.5360105467061 |
| 1990-10-01 | 26.1301125855843 |
| 1990-11-01 | 26.0868015256062 |
| 1990-12-01 | 26.1030613041243 |
| 1991-01-01 | 25.8397839508237 |
| 1991-02-01 | 25.5904189970909 |
| 1991-03-01 | 25.1231817066444 |
| 1991-04-01 | 24.8827492671182 |
| 1991-05-01 | 24.5653166041572 |
| 1991-06-01 | 24.4060071113784 |
| 1991-07-01 | 24.2662452855461 |
| 1991-08-01 | 24.2073419973771 |
| 1991-09-01 | 23.9047255124797 |
| 1991-10-01 | 23.7947315545416 |
| 1991-11-01 | 23.4063631686953 |
| 1991-12-01 | 23.1762248406587 |
| 1992-01-01 | 23.2480053135073 |
| 1992-02-01 | 23.1925539275972 |
| 1992-03-01 | 23.2868052316940 |
| 1992-04-01 | 23.1515258529556 |
| 1992-05-01 | 23.0479210485325 |
| 1992-06-01 | 22.9408776786607 |
| 1992-07-01 | 23.0726599229180 |
| 1992-08-01 | 22.6573967471798 |
| 1992-09-01 | 22.5439991815764 |
| 1992-10-01 | 22.4347212175341 |
| 1992-11-01 | 22.4984931214106 |
| 1992-12-01 | 22.0813797197308 |
| 1993-01-01 | 21.9175294371910 |
| 1993-02-01 | 21.9537366699332 |
| 1993-03-01 | 21.4302479134601 |
| 1993-04-01 | 21.3096686967828 |
| 1993-05-01 | 21.3327599973858 |
| 1993-06-01 | 20.1096543449610 |
| 1993-07-01 | 19.9097385079050 |
| 1993-08-01 | 19.8348030914518 |
| 1993-09-01 | 19.8126019174037 |
| 1993-10-01 | 19.9152997187839 |
| 1993-11-01 | 20.0149935950400 |
| 1993-12-01 | 20.9966574581437 |
| 1994-01-01 | 20.2729381502134 |
| 1994-02-01 | 19.9839104597857 |
| 1994-03-01 | 19.5678386173616 |
| 1994-04-01 | 19.7669228009811 |
| 1994-05-01 | 19.8199698428406 |
| 1994-06-01 | 19.7177600356963 |
| 1994-07-01 | 19.6868789920630 |
| 1994-08-01 | 19.6386057903371 |
| 1994-09-01 | 19.6236296987987 |
| 1994-10-01 | 19.5493462838294 |
| 1994-11-01 | 19.5104355030360 |
| 1994-12-01 | 19.4158632444917 |
| 1995-01-01 | 19.1439759186621 |
| 1995-02-01 | 18.8496540667680 |
| 1995-03-01 | 18.9278117224392 |
| 1995-04-01 | 19.0351504010678 |
| 1995-05-01 | 18.8158399899846 |
| 1995-06-01 | 18.7457974030193 |
| 1995-07-01 | 18.3894561924855 |
| 1995-08-01 | 18.5516167815613 |
| 1995-09-01 | 18.5448382428820 |
| 1995-10-01 | 18.4095073438254 |
| 1995-11-01 | 18.3315856359457 |
| 1995-12-01 | 18.2299419595181 |
| 1996-01-01 | 17.6864894512955 |
| 1996-02-01 | 17.8100331826779 |
| 1996-03-01 | 17.9869211912848 |
| 1996-04-01 | 18.6075686849269 |
| 1996-05-01 | 18.6147073340892 |
| 1996-06-01 | 18.6547405574789 |
| 1996-07-01 | 18.6597233014040 |
| 1996-08-01 | 18.7313489410644 |
| 1996-09-01 | 18.5400811942521 |
| 1996-10-01 | 19.0278490363636 |
| 1996-11-01 | 18.9294524689930 |
| 1996-12-01 | 18.9660326699020 |
| 1997-01-01 | 19.1459968197112 |
| 1997-02-01 | 19.1729371492075 |
| 1997-03-01 | 19.3142191930488 |
| 1997-04-01 | 19.3067679776603 |
| 1997-05-01 | 19.4134684894183 |
| 1997-06-01 | 19.4489992966277 |
| 1997-07-01 | 19.6097658460830 |
| 1997-08-01 | 19.5920111615471 |
| 1997-09-01 | 19.5062719041342 |
| 1997-10-01 | 19.6456984942056 |
| 1997-11-01 | 19.7320056368858 |
| 1997-12-01 | 19.6889238803310 |
| 1998-01-01 | 19.7519854675249 |
| 1998-02-01 | 19.7938623368763 |
| 1998-03-01 | 19.8244468067627 |
| 1998-04-01 | 20.0327504457385 |
| 1998-05-01 | 19.8177412218779 |
| 1998-06-01 | 19.8468108556561 |
| 1998-07-01 | 19.8784073871820 |
| 1998-08-01 | 19.9641986147293 |
| 1998-09-01 | 19.9974730422337 |
| 1998-10-01 | 19.5643560767806 |
| 1998-11-01 | 19.6435582594986 |
| 1998-12-01 | 19.6851315674808 |
| 1999-01-01 | 19.6231307266853 |
| 1999-02-01 | 19.5717412131828 |
| 1999-03-01 | 19.4108902272067 |
| 1999-04-01 | 19.4718099639776 |
| 1999-05-01 | 19.4338340685060 |
| 1999-06-01 | 19.1658543956364 |
| 1999-07-01 | 18.5930284896495 |
| 1999-08-01 | 18.7695185330528 |
| 1999-09-01 | 18.8310093044815 |
| 1999-10-01 | 18.7812685680858 |
| 1999-11-01 | 18.8697255025871 |
| 1999-12-01 | 18.9643167021938 |
| 2000-01-01 | 18.4612919010708 |
| 2000-02-01 | 18.4115227159823 |
| 2000-03-01 | 18.5891750249150 |
| 2000-04-01 | 18.1986797032969 |
| 2000-05-01 | 17.9578000998111 |
| 2000-06-01 | 18.0841581827657 |
| 2000-07-01 | 18.1848113621700 |
| 2000-08-01 | 18.1673501529327 |
| 2000-09-01 | 18.1585800551705 |
| 2000-10-01 | 17.9859850959272 |
| 2000-11-01 | 17.9892814875156 |
| 2000-12-01 | 18.0458899217732 |
| 2001-01-01 | 18.1513818989510 |
| 2001-02-01 | 18.2035814891768 |
| 2001-03-01 | 18.2789299086238 |
| 2001-04-01 | 18.2258397827876 |
| 2001-05-01 | 18.3636948894464 |
| 2001-06-01 | 18.4612517231004 |
| 2001-07-01 | 18.4523035290643 |
| 2001-08-01 | 18.5336514308527 |
| 2001-09-01 | 18.4673355291299 |
| 2001-10-01 | 18.5711294029843 |
| 2001-11-01 | 18.5018930766438 |
| 2001-12-01 | 18.5549337833931 |
| 2002-01-01 | 18.5783120038302 |
| 2002-02-01 | 18.5285104461322 |
| 2002-03-01 | 18.3733956246036 |
| 2002-04-01 | 18.2282832102088 |
| 2002-05-01 | 18.1667959464511 |
| 2002-06-01 | 18.0511541469384 |
| 2002-07-01 | 17.4554338012314 |
| 2002-08-01 | 17.8484767124523 |
| 2002-09-01 | 17.6098272413707 |
| 2002-10-01 | 17.5889152491492 |
| 2002-11-01 | 17.4316815867740 |
| 2002-12-01 | 17.2398926639969 |
| 2003-01-01 | 17.1336197904101 |
| 2003-02-01 | 17.0753926993135 |
| 2003-03-01 | 17.0247228925353 |
| 2003-04-01 | 16.8865142338122 |
| 2003-05-01 | 16.8686431325880 |
| 2003-06-01 | 16.8615374589209 |
| 2003-07-01 | 16.9565098301036 |
| 2003-08-01 | 16.9776736327596 |
| 2003-09-01 | 17.1378793529904 |
| 2003-10-01 | 17.2105323372912 |
| 2003-11-01 | 17.2542307844473 |
| 2003-12-01 | 17.3401731092531 |
| 2004-01-01 | 17.1436895130394 |
| 2004-02-01 | 17.1933360272686 |
| 2004-03-01 | 17.4328376431879 |
| 2004-04-01 | 17.7518223986091 |
| 2004-05-01 | 17.7482859255520 |
| 2004-06-01 | 17.9208871360883 |
| 2004-07-01 | 18.1133846206916 |
| 2004-08-01 | 18.0692184522438 |
| 2004-09-01 | 18.0311864292402 |
| 2004-10-01 | 18.1116777090945 |
| 2004-11-01 | 18.2584071528216 |
| 2004-12-01 | 18.4459110808351 |
| 2005-01-01 | 18.6030977137665 |
| 2005-02-01 | 18.6732973923166 |
| 2005-03-01 | 18.3633877763951 |
| 2005-04-01 | 18.9193525537656 |
| 2005-05-01 | 18.8267715573949 |
| 2005-06-01 | 18.8898789864982 |
| 2005-07-01 | 18.9992065148817 |
| 2005-08-01 | 18.9648057656183 |
| 2005-09-01 | 19.1195556783700 |
| 2005-10-01 | 19.1169431092099 |
| 2005-11-01 | 19.1487027345155 |
| 2005-12-01 | 19.0350065459239 |
| 2006-01-01 | 19.2046949512229 |
| 2006-02-01 | 19.4090770168740 |
| 2006-03-01 | 19.4943840480558 |
| 2006-04-01 | 19.6042945831597 |
| 2006-05-01 | 19.6249235548909 |
| 2006-06-01 | 19.5818116557539 |
| 2006-07-01 | 19.5074387173853 |
| 2006-08-01 | 19.5773956193211 |
| 2006-09-01 | 19.6182293332189 |
| 2006-10-01 | 19.6111940124308 |
| 2006-11-01 | 19.7324645041172 |
| 2006-12-01 | 19.8184440076370 |
| 2007-01-01 | 19.9023614650704 |
| 2007-02-01 | 19.9117692152269 |
| 2007-03-01 | 19.9966247944637 |
| 2007-04-01 | 20.2087302214053 |
| 2007-05-01 | 20.3362248604912 |
| 2007-06-01 | 20.3822392680422 |
| 2007-07-01 | 20.5230085089106 |
| 2007-08-01 | 20.6825067880750 |
| 2007-09-01 | 20.4127503908953 |
| 2007-10-01 | 20.4999817755961 |
| 2007-11-01 | 20.3989911129399 |
| 2007-12-01 | 20.5038868265766 |
| 2008-01-01 | 20.6876573859010 |
| 2008-02-01 | 20.5979182065065 |
| 2008-03-01 | 20.6864106307039 |
| 2008-04-01 | 21.0227246425868 |
| 2008-05-01 | 21.2567975541243 |
| 2008-06-01 | 21.4905085833141 |
| 2008-07-01 | 21.5401857011042 |
| 2008-08-01 | 21.9049035651373 |
| 2008-09-01 | 22.0075225966411 |
| 2008-10-01 | 22.3785161214983 |
| 2008-11-01 | 22.2641870704525 |
| 2008-12-01 | 22.0956778046056 |
| 2009-01-01 | 21.8764434025180 |
| 2009-02-01 | 21.6693959278837 |
| 2009-03-01 | 21.1480966096164 |
| 2009-04-01 | 21.2246259415874 |
| 2009-05-01 | 21.1788107330406 |
| 2009-06-01 | 21.2293346409542 |
| 2009-07-01 | 21.4055807812219 |
| 2009-08-01 | 21.4719142232914 |
| 2009-09-01 | 21.6525189649939 |
| 2009-10-01 | 21.9180160432678 |
| 2009-11-01 | 22.2588457519157 |
| 2009-12-01 | 22.2791039821536 |
| 2010-01-01 | 22.4300368402843 |
| 2010-02-01 | 22.9223063909590 |
| 2010-03-01 | 23.4280698079012 |
| 2010-04-01 | 24.7326756339000 |
| 2010-05-01 | 25.1688551254919 |
| 2010-06-01 | 25.4771926714140 |
| 2010-07-01 | 26.2560382563608 |
| 2010-08-01 | 26.7550311612630 |
| 2010-09-01 | 27.5279096717565 |
| 2010-10-01 | 27.8847077671889 |
| 2010-11-01 | 28.5217991507134 |
| 2010-12-01 | 28.7999794842502 |
| 2011-01-01 | 29.5811067005929 |
| 2011-02-01 | 30.4551468853111 |
| 2011-03-01 | 30.6906981115187 |
| 2011-04-01 | 31.4322033462323 |
| 2011-05-01 | 32.0291983269478 |
| 2011-06-01 | 32.6805065256462 |
| 2011-07-01 | 33.3038425462479 |
| 2011-08-01 | 33.9349069912957 |
| 2011-09-01 | 34.4134780866722 |
| 2011-10-01 | 35.1700334771587 |
| 2011-11-01 | 35.9897327295680 |
| 2011-12-01 | 36.8049813414205 |
| 2012-01-01 | 37.1919918815495 |
| 2012-02-01 | 37.9478138477807 |
| 2012-03-01 | 37.8407729437042 |
| 2012-04-01 | 37.1311274082379 |
| 2012-05-01 | 36.7997038410609 |
| 2012-06-01 | 36.4710740207491 |
| 2012-07-01 | 36.0215358661049 |
| 2012-08-01 | 35.7876686408662 |
| 2012-09-01 | 35.4781660728665 |
| 2012-10-01 | 35.1125480916372 |
| 2012-11-01 | 34.8347723461015 |
| 2012-12-01 | 34.6217664320735 |
| 2013-01-01 | 34.7230253269138 |
| 2013-02-01 | 34.8790423582102 |
| 2013-03-01 | 35.1461178601665 |
| 2013-04-01 | 35.1352356182876 |
| 2013-05-01 | 35.3191678804297 |
| 2013-06-01 | 35.2539648653424 |
| 2013-07-01 | 35.3001947286732 |
| 2013-08-01 | 35.1249834662345 |
| 2013-09-01 | 35.2062703368622 |
| 2013-10-01 | 35.4310871606701 |
| 2013-11-01 | 35.2270666291746 |
| 2013-12-01 | 35.3589031942834 |
| 2014-01-01 | 35.4732469636049 |
| 2014-02-01 | 35.6543773967928 |
| 2014-03-01 | 35.7318192122085 |
| 2014-04-01 | 36.3927765324333 |
| 2014-05-01 | 36.6371561765260 |
| 2014-06-01 | 36.6847768815802 |
| 2014-07-01 | 37.2029334432314 |
| 2014-08-01 | 37.7071650211075 |
| 2014-09-01 | 37.7780135697585 |
| 2014-10-01 | 37.8994582044485 |
| 2014-11-01 | 37.9826082856758 |
| 2014-12-01 | 38.2114019891401 |
| 2015-01-01 | 38.3162748406156 |
| 2015-02-01 | 36.9745178153215 |
| 2015-03-01 | 36.1384160774818 |
| 2015-04-01 | 34.9222488764727 |
| 2015-05-01 | 34.1752430308502 |
| 2015-06-01 | 33.7612620576741 |
| 2015-07-01 | 33.0670567090497 |
| 2015-08-01 | 31.9523638187758 |
| 2015-09-01 | 31.0118770281393 |
| 2015-10-01 | 29.9563058885954 |
| 2015-11-01 | 29.0377267982168 |
| 2015-12-01 | 28.6097838990190 |
| 2016-01-01 | 27.0813907339482 |
| 2016-02-01 | 26.0129952460470 |
| 2016-03-01 | 25.3803579211135 |
| 2016-04-01 | 24.4660107865234 |
| 2016-05-01 | 23.9228208911633 |
| 2016-06-01 | 23.4081532242952 |
| 2016-07-01 | 23.0779398539690 |
| 2016-08-01 | 23.0316405913801 |
| 2016-09-01 | 23.0820100190893 |
| 2016-10-01 | 23.1156378673754 |
| 2016-11-01 | 23.2907755596066 |
| 2016-12-01 | 23.5333812502027 |
| 2017-01-01 | 23.8292626900146 |
| 2017-02-01 | 24.3658229476175 |
| 2017-03-01 | 24.5581160720265 |
| 2017-04-01 | 25.1476858207907 |
| 2017-05-01 | 25.6199236704587 |
| 2017-06-01 | 25.9811298264343 |
| 2017-07-01 | 26.1209821172498 |
| 2017-08-01 | 26.3732321317889 |
| 2017-09-01 | 26.6487973058349 |
| 2017-10-01 | 26.7979748252246 |
| 2017-11-01 | 26.9786431979979 |
| 2017-12-01 | 26.9868908855950 |
| 2018-01-01 | 26.9330335221021 |
| 2018-02-01 | 27.0058348616833 |
| 2018-03-01 | 27.0708952889303 |
| 2018-04-01 | 27.3051719811865 |
| 2018-05-01 | 27.4022471172093 |
| 2018-06-01 | 27.5633937748851 |
| 2018-07-01 | 27.7839124303876 |
| 2018-08-01 | 27.8474273074878 |
| 2018-09-01 | 27.9497266662404 |
| 2018-10-01 | 28.5058304052529 |
| 2018-11-01 | 28.4013822551295 |
| 2018-12-01 | 28.5295853160254 |
| 2019-01-01 | 28.9150650788261 |
| 2019-02-01 | 28.8197088217738 |
| 2019-03-01 | 28.8710508517135 |
| 2019-04-01 | 28.7312573406748 |
| 2019-05-01 | 28.6796223915929 |
| 2019-06-01 | 28.4651217823037 |
| 2019-07-01 | 28.3767028012894 |
| 2019-08-01 | 28.0522688527838 |
| 2019-09-01 | 27.3679727746459 |
| 2019-10-01 | 26.9437583076513 |
| 2019-11-01 | 26.3521098086564 |
| 2019-12-01 | 25.9344988003587 |
| 2020-01-01 | 25.5455975511753 |
| 2020-02-01 | 25.2181662935319 |
| 2020-03-01 | 24.6946209003274 |
| 2020-04-01 | 22.4647684822166 |
| 2020-05-01 | 21.9903167609677 |
| 2020-06-01 | 21.7558590178059 |
| 2020-07-01 | 21.3864102278751 |
| 2020-08-01 | 21.2517023561838 |
| 2020-09-01 | 21.2323032487820 |
| 2020-10-01 | 21.1089204854601 |
| 2020-11-01 | 21.0061270887970 |
| 2020-12-01 | 21.0083437865752 |
| 2021-01-01 | 20.6234669189884 |
| 2021-02-01 | 20.4998868447879 |
| 2021-03-01 | 20.8299548391420 |
| 2021-04-01 | 20.8236433265298 |
| 2021-05-01 | 20.7812853428724 |
| 2021-06-01 | 20.7692776595483 |
| 2021-07-01 | 20.8152651663326 |
| 2021-08-01 | 20.8774991063762 |
| 2021-09-01 | 20.8336482916898 |
| 2021-10-01 | 20.8380923094439 |
| 2021-11-01 | 20.9320129531194 |
| 2021-12-01 | 21.0033511196425 |
| 2022-01-01 | 20.9367676115309 |
| 2022-02-01 | 20.8992224060477 |
| 2022-03-01 | 20.9183194670780 |
| 2022-04-01 | 20.8773325780494 |
| 2022-05-01 | 21.0557748426246 |
| 2022-06-01 | 21.0588452308755 |
| 2022-07-01 | 21.3303495853231 |
| 2022-08-01 | 21.3860075943931 |
| 2022-09-01 | 21.6300232108345 |
| 2022-10-01 | 21.7637492064810 |
| 2022-11-01 | 21.8538038010558 |
| 2022-12-01 | 21.6956171338285 |
| 2023-01-01 | 22.1716149398853 |
| 2023-02-01 | 22.2297688510851 |
| 2023-03-01 | 22.2343108693824 |
| 2023-04-01 | 22.2335896018803 |
| 2023-05-01 | 22.1242569336553 |
| 2023-06-01 | 22.0349342494057 |
| 2023-07-01 | 21.8299340342683 |
| 2023-08-01 | 21.6879330740765 |
| 2023-09-01 | 21.6316543665505 |
| 2023-10-01 | 21.5774738965071 |
| 2023-11-01 | 21.6788273683652 |
| 2023-12-01 | 21.5976957684302 |
| 2024-01-01 | 21.5539719772769 |
| 2024-02-01 | 21.5396416103697 |
| 2024-03-01 | 21.5322889103668 |
| 2024-04-01 | 20.9194879464795 |
| 2024-05-01 | 21.0108490877738 |
| 2024-06-01 | 21.0316186000347 |
| 2024-07-01 | 20.8344676643994 |
| 2024-08-01 | 20.7890649819081 |
| 2024-09-01 | 20.6491997258364 |
| 2024-10-01 | 20.1864478424460 |
| 2024-11-01 | 20.1960786791917 |
| 2024-12-01 | 20.1972371593869 |
| 2025-01-01 | 20.1158855948150 |
| 2025-02-01 | 20.1281004654222 |
| 2025-03-01 | 20.6325172774494 |
| 2025-04-01 | 20.6160357557189 |
| 2025-05-01 | 20.6044204936279 |
| 2025-06-01 | 20.5207802762365 |
| 2025-07-01 | 20.5280447108226 |
| 2025-08-01 | 20.5796459994310 |
| 2025-09-01 | 20.3524445365221 |
| 2025-10-01 | 20.6846581923922 |
| 2025-11-01 | 20.7064093168528 |
| 2025-12-01 | 20.8081896295434 |
| 2026-01-01 | 21.1481752217669 |
| 2026-02-01 | 20.7641556636238 |
| 2026-03-01 | 20.6367153006394 |
| 2026-04-01 | 20.8087170306141 |
| 2026-05-01 | 20.8940407485510 |
| 2026-06-01 | 21.0049758091723 |
| 2026-07-01 | 21.2088070271567 |