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 2026-06-01 |
| Last Updated | 2026-07-22 9:58 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 | 27.2938977622085 |
| 1990-02-01 | 27.2602467033612 |
| 1990-03-01 | 27.3850981991832 |
| 1990-04-01 | 27.2072107113838 |
| 1990-05-01 | 26.9726713092019 |
| 1990-06-01 | 26.8483281889484 |
| 1990-07-01 | 26.5291880218352 |
| 1990-08-01 | 26.5414285538271 |
| 1990-09-01 | 26.5360165890891 |
| 1990-10-01 | 26.1301135396893 |
| 1990-11-01 | 26.0868092884227 |
| 1990-12-01 | 26.1030567777476 |
| 1991-01-01 | 25.8397776249870 |
| 1991-02-01 | 25.5904081837939 |
| 1991-03-01 | 25.1231795951876 |
| 1991-04-01 | 24.8827528858124 |
| 1991-05-01 | 24.5653217130072 |
| 1991-06-01 | 24.4060040764111 |
| 1991-07-01 | 24.2662494027559 |
| 1991-08-01 | 24.2073416893891 |
| 1991-09-01 | 23.9047325142079 |
| 1991-10-01 | 23.7947347452263 |
| 1991-11-01 | 23.4063707996756 |
| 1991-12-01 | 23.1762193943102 |
| 1992-01-01 | 23.2479937226503 |
| 1992-02-01 | 23.1925397234667 |
| 1992-03-01 | 23.2867973697738 |
| 1992-04-01 | 23.1515340866246 |
| 1992-05-01 | 23.0479283562767 |
| 1992-06-01 | 22.9408772768327 |
| 1992-07-01 | 23.0726645186291 |
| 1992-08-01 | 22.6574000629908 |
| 1992-09-01 | 22.5440078202096 |
| 1992-10-01 | 22.4347276659299 |
| 1992-11-01 | 22.4985026275501 |
| 1992-12-01 | 22.0813775644865 |
| 1993-01-01 | 21.9175047212245 |
| 1993-02-01 | 21.9537130520588 |
| 1993-03-01 | 21.4302229550642 |
| 1993-04-01 | 21.3096911205453 |
| 1993-05-01 | 21.3327730996450 |
| 1993-06-01 | 20.1096587026911 |
| 1993-07-01 | 19.9097447143478 |
| 1993-08-01 | 19.8348099532743 |
| 1993-09-01 | 19.8126108929320 |
| 1993-10-01 | 19.9153069081233 |
| 1993-11-01 | 20.0150032196510 |
| 1993-12-01 | 20.9966572849911 |
| 1994-01-01 | 20.2729027988095 |
| 1994-02-01 | 19.9838766291289 |
| 1994-03-01 | 19.5678008851275 |
| 1994-04-01 | 19.7669573268089 |
| 1994-05-01 | 19.8199891314301 |
| 1994-06-01 | 19.7177700518156 |
| 1994-07-01 | 19.6868872475493 |
| 1994-08-01 | 19.6386164790502 |
| 1994-09-01 | 19.6236394906678 |
| 1994-10-01 | 19.5493538652193 |
| 1994-11-01 | 19.5104445764073 |
| 1994-12-01 | 19.4158650100844 |
| 1995-01-01 | 19.1439314690336 |
| 1995-02-01 | 18.8496129971939 |
| 1995-03-01 | 18.9277606716049 |
| 1995-04-01 | 19.0351993709046 |
| 1995-05-01 | 18.8158629678514 |
| 1995-06-01 | 18.7458123048430 |
| 1995-07-01 | 18.3894663623510 |
| 1995-08-01 | 18.5516286177869 |
| 1995-09-01 | 18.5448465723195 |
| 1995-10-01 | 18.4095128668079 |
| 1995-11-01 | 18.3315910720019 |
| 1995-12-01 | 18.2299419086501 |
| 1996-01-01 | 17.6864468118559 |
| 1996-02-01 | 17.8099919973885 |
| 1996-03-01 | 17.9868710319938 |
| 1996-04-01 | 18.6076217890392 |
| 1996-05-01 | 18.6147308673213 |
| 1996-06-01 | 18.6547572245065 |
| 1996-07-01 | 18.6597357684387 |
| 1996-08-01 | 18.7313600073278 |
| 1996-09-01 | 18.5400872298053 |
| 1996-10-01 | 19.0278526364258 |
| 1996-11-01 | 18.9294548395313 |
| 1996-12-01 | 18.9660328479274 |
| 1997-01-01 | 19.1459533046469 |
| 1997-02-01 | 19.1728956663919 |
| 1997-03-01 | 19.3141673771125 |
| 1997-04-01 | 19.3068250989726 |
| 1997-05-01 | 19.4134915684780 |
| 1997-06-01 | 19.4490152651630 |
| 1997-07-01 | 19.6097810893869 |
| 1997-08-01 | 19.5920196695929 |
| 1997-09-01 | 19.5062741060982 |
| 1997-10-01 | 19.6456987616687 |
| 1997-11-01 | 19.7320046991521 |
| 1997-12-01 | 19.6889208009892 |
| 1998-01-01 | 19.7519519540673 |
| 1998-02-01 | 19.7938292040959 |
| 1998-03-01 | 19.8244089514954 |
| 1998-04-01 | 20.0327961656489 |
| 1998-05-01 | 19.8177604004697 |
| 1998-06-01 | 19.8468231549996 |
| 1998-07-01 | 19.8784238401361 |
| 1998-08-01 | 19.9642038457432 |
| 1998-09-01 | 19.9974724381631 |
| 1998-10-01 | 19.5643541358656 |
| 1998-11-01 | 19.6435551933325 |
| 1998-12-01 | 19.6851264429804 |
| 1999-01-01 | 19.6231084072507 |
| 1999-02-01 | 19.5717197854979 |
| 1999-03-01 | 19.4108666400278 |
| 1999-04-01 | 19.4718407383564 |
| 1999-05-01 | 19.4338444092961 |
| 1999-06-01 | 19.1658588973390 |
| 1999-07-01 | 18.5930552555899 |
| 1999-08-01 | 18.7695179647766 |
| 1999-09-01 | 18.8310054686254 |
| 1999-10-01 | 18.7812653500875 |
| 1999-11-01 | 18.8697210383274 |
| 1999-12-01 | 18.9643090535953 |
| 2000-01-01 | 18.4612803448691 |
| 2000-02-01 | 18.4115123495933 |
| 2000-03-01 | 18.5891645731441 |
| 2000-04-01 | 18.1986918792393 |
| 2000-05-01 | 17.9578027686008 |
| 2000-06-01 | 18.0841570419378 |
| 2000-07-01 | 18.1848492135201 |
| 2000-08-01 | 18.1673464321200 |
| 2000-09-01 | 18.1585752487361 |
| 2000-10-01 | 17.9859814784461 |
| 2000-11-01 | 17.9892772934307 |
| 2000-12-01 | 18.0458828867003 |
| 2001-01-01 | 18.1513740078962 |
| 2001-02-01 | 18.2035749943296 |
| 2001-03-01 | 18.2789215453405 |
| 2001-04-01 | 18.2258437500313 |
| 2001-05-01 | 18.3636922098332 |
| 2001-06-01 | 18.4612450281972 |
| 2001-07-01 | 18.4523611557829 |
| 2001-08-01 | 18.5336437563234 |
| 2001-09-01 | 18.4673286897275 |
| 2001-10-01 | 18.5711245787362 |
| 2001-11-01 | 18.5018886541332 |
| 2001-12-01 | 18.5549251545725 |
| 2002-01-01 | 18.5783060154137 |
| 2002-02-01 | 18.5285063870177 |
| 2002-03-01 | 18.3733883832136 |
| 2002-04-01 | 18.2282781254377 |
| 2002-05-01 | 18.1667918727120 |
| 2002-06-01 | 18.0511474281694 |
| 2002-07-01 | 17.4554959401449 |
| 2002-08-01 | 17.8484693081953 |
| 2002-09-01 | 17.6098208914326 |
| 2002-10-01 | 17.5889099690299 |
| 2002-11-01 | 17.4316770043710 |
| 2002-12-01 | 17.2398831389229 |
| 2003-01-01 | 17.1336155859325 |
| 2003-02-01 | 17.0753897865218 |
| 2003-03-01 | 17.0247161426724 |
| 2003-04-01 | 16.8865066910235 |
| 2003-05-01 | 16.8686373539802 |
| 2003-06-01 | 16.8615300001971 |
| 2003-07-01 | 16.9565762952446 |
| 2003-08-01 | 16.9776653772507 |
| 2003-09-01 | 17.1378725873229 |
| 2003-10-01 | 17.2105270723076 |
| 2003-11-01 | 17.2542260372485 |
| 2003-12-01 | 17.3401629493068 |
| 2004-01-01 | 17.1436865487782 |
| 2004-02-01 | 17.1933345161119 |
| 2004-03-01 | 17.4328314376870 |
| 2004-04-01 | 17.7518124170863 |
| 2004-05-01 | 17.7482817532381 |
| 2004-06-01 | 17.9208821239393 |
| 2004-07-01 | 18.1134430714351 |
| 2004-08-01 | 18.0692127548507 |
| 2004-09-01 | 18.0311813461025 |
| 2004-10-01 | 18.1116731564900 |
| 2004-11-01 | 18.2584027349150 |
| 2004-12-01 | 18.4459008339892 |
| 2005-01-01 | 18.6030957767114 |
| 2005-02-01 | 18.6732969222839 |
| 2005-03-01 | 18.3633805480490 |
| 2005-04-01 | 18.9193429416989 |
| 2005-05-01 | 18.8267691847012 |
| 2005-06-01 | 18.8898758240319 |
| 2005-07-01 | 18.9992532697530 |
| 2005-08-01 | 18.9648021001338 |
| 2005-09-01 | 19.1195523956636 |
| 2005-10-01 | 19.1169398232882 |
| 2005-11-01 | 19.1486990483506 |
| 2005-12-01 | 19.0349981593728 |
| 2006-01-01 | 19.2046932944444 |
| 2006-02-01 | 19.4090768291670 |
| 2006-03-01 | 19.4943745167133 |
| 2006-04-01 | 19.6042870863134 |
| 2006-05-01 | 19.6249250706451 |
| 2006-06-01 | 19.5818137471209 |
| 2006-07-01 | 19.5074637864490 |
| 2006-08-01 | 19.5773970423574 |
| 2006-09-01 | 19.6182296619752 |
| 2006-10-01 | 19.6111924959484 |
| 2006-11-01 | 19.7324616569493 |
| 2006-12-01 | 19.8184380037104 |
| 2007-01-01 | 19.9023592669063 |
| 2007-02-01 | 19.9117664196461 |
| 2007-03-01 | 19.9966100283589 |
| 2007-04-01 | 20.2087293472234 |
| 2007-05-01 | 20.3362290216681 |
| 2007-06-01 | 20.3822440541724 |
| 2007-07-01 | 20.5230239747462 |
| 2007-08-01 | 20.6825097020143 |
| 2007-09-01 | 20.4127521643363 |
| 2007-10-01 | 20.4999813255252 |
| 2007-11-01 | 20.3989888392824 |
| 2007-12-01 | 20.5038826251033 |
| 2008-01-01 | 20.6876533805191 |
| 2008-02-01 | 20.5979120412989 |
| 2008-03-01 | 20.6863916216433 |
| 2008-04-01 | 21.0227299925283 |
| 2008-05-01 | 21.2568048152153 |
| 2008-06-01 | 21.4905176308640 |
| 2008-07-01 | 21.5401918631306 |
| 2008-08-01 | 21.9049087783027 |
| 2008-09-01 | 22.0075258064374 |
| 2008-10-01 | 22.3785162662216 |
| 2008-11-01 | 22.2641848790400 |
| 2008-12-01 | 22.0956737827104 |
| 2009-01-01 | 21.8764380476641 |
| 2009-02-01 | 21.6693861915078 |
| 2009-03-01 | 21.1480734460362 |
| 2009-04-01 | 21.2246371672056 |
| 2009-05-01 | 21.1788192886359 |
| 2009-06-01 | 21.2293448457513 |
| 2009-07-01 | 21.4055865269720 |
| 2009-08-01 | 21.4719188704252 |
| 2009-09-01 | 21.6525216610592 |
| 2009-10-01 | 21.9180159198514 |
| 2009-11-01 | 22.2588433643145 |
| 2009-12-01 | 22.2790996624389 |
| 2010-01-01 | 22.4300301767196 |
| 2010-02-01 | 22.9222948734393 |
| 2010-03-01 | 23.4280457824134 |
| 2010-04-01 | 24.7326890043194 |
| 2010-05-01 | 25.1688660430466 |
| 2010-06-01 | 25.4772055902750 |
| 2010-07-01 | 26.2560455048506 |
| 2010-08-01 | 26.7550367400006 |
| 2010-09-01 | 27.5279130119506 |
| 2010-10-01 | 27.8847075526196 |
| 2010-11-01 | 28.5217956314633 |
| 2010-12-01 | 28.7999729618547 |
| 2011-01-01 | 29.5810974419647 |
| 2011-02-01 | 30.4551319095251 |
| 2011-03-01 | 30.6906675539739 |
| 2011-04-01 | 31.4322208786459 |
| 2011-05-01 | 32.0292120151574 |
| 2011-06-01 | 32.6805231438146 |
| 2011-07-01 | 33.3038518849901 |
| 2011-08-01 | 33.9349141733589 |
| 2011-09-01 | 34.4134821323763 |
| 2011-10-01 | 35.1700340903031 |
| 2011-11-01 | 35.9897307336215 |
| 2011-12-01 | 36.8049651304073 |
| 2012-01-01 | 37.1919763225832 |
| 2012-02-01 | 37.9478018749861 |
| 2012-03-01 | 37.8407440832217 |
| 2012-04-01 | 37.1311444617842 |
| 2012-05-01 | 36.7997187760821 |
| 2012-06-01 | 36.4710892866031 |
| 2012-07-01 | 36.0215469989936 |
| 2012-08-01 | 35.7876756226084 |
| 2012-09-01 | 35.4781704023242 |
| 2012-10-01 | 35.1125504154453 |
| 2012-11-01 | 34.8347733067238 |
| 2012-12-01 | 34.6217427905495 |
| 2013-01-01 | 34.7230083601793 |
| 2013-02-01 | 34.8790382826109 |
| 2013-03-01 | 35.1460950706479 |
| 2013-04-01 | 35.1352469445471 |
| 2013-05-01 | 35.3191792237403 |
| 2013-06-01 | 35.2539755430191 |
| 2013-07-01 | 35.3002096011993 |
| 2013-08-01 | 35.1249980742258 |
| 2013-09-01 | 35.2062855881242 |
| 2013-10-01 | 35.4310966611379 |
| 2013-11-01 | 35.2270661791694 |
| 2013-12-01 | 35.3588572354972 |
| 2014-01-01 | 35.4732105722652 |
| 2014-02-01 | 35.6543684426262 |
| 2014-03-01 | 35.7318109016494 |
| 2014-04-01 | 36.3927845254975 |
| 2014-05-01 | 36.6371682930293 |
| 2014-06-01 | 36.6847871235133 |
| 2014-07-01 | 37.2029594640284 |
| 2014-08-01 | 37.7072011529282 |
| 2014-09-01 | 37.7780599446161 |
| 2014-10-01 | 37.8994855110356 |
| 2014-11-01 | 37.9825940961116 |
| 2014-12-01 | 38.2113093248771 |
| 2015-01-01 | 38.3161888072508 |
| 2015-02-01 | 36.9744827509638 |
| 2015-03-01 | 36.1384207154075 |
| 2015-04-01 | 34.9222690595446 |
| 2015-05-01 | 34.1752588805864 |
| 2015-06-01 | 33.7612729767748 |
| 2015-07-01 | 33.0670973205851 |
| 2015-08-01 | 31.9524184498237 |
| 2015-09-01 | 31.0119373587042 |
| 2015-10-01 | 29.9563983319051 |
| 2015-11-01 | 29.0377751603244 |
| 2015-12-01 | 28.6096064118406 |
| 2016-01-01 | 27.0811302804949 |
| 2016-02-01 | 26.0130176596223 |
| 2016-03-01 | 25.3803981631992 |
| 2016-04-01 | 24.4660369664702 |
| 2016-05-01 | 23.9228471861414 |
| 2016-06-01 | 23.4081837260323 |
| 2016-07-01 | 23.0779764841565 |
| 2016-08-01 | 23.0316685082911 |
| 2016-09-01 | 23.0820851034099 |
| 2016-10-01 | 23.1157754265303 |
| 2016-11-01 | 23.2908673347109 |
| 2016-12-01 | 23.5331504940092 |
| 2017-01-01 | 23.8288520120175 |
| 2017-02-01 | 24.3658729163525 |
| 2017-03-01 | 24.5581766279116 |
| 2017-04-01 | 25.1477247077175 |
| 2017-05-01 | 25.6199762229187 |
| 2017-06-01 | 25.9811944472271 |
| 2017-07-01 | 26.1210259797997 |
| 2017-08-01 | 26.3732362337951 |
| 2017-09-01 | 26.6489076511192 |
| 2017-10-01 | 26.7982114214407 |
| 2017-11-01 | 26.9788255802837 |
| 2017-12-01 | 26.9866090300177 |
| 2018-01-01 | 26.9323866077391 |
| 2018-02-01 | 27.0058942345006 |
| 2018-03-01 | 27.0708690118394 |
| 2018-04-01 | 27.3052721460427 |
| 2018-05-01 | 27.4023556182910 |
| 2018-06-01 | 27.5635054325629 |
| 2018-07-01 | 27.7839594511832 |
| 2018-08-01 | 27.8473980749086 |
| 2018-09-01 | 27.9498518937933 |
| 2018-10-01 | 28.5060795479591 |
| 2018-11-01 | 28.4015522502304 |
| 2018-12-01 | 28.5294148433598 |
| 2019-01-01 | 28.9143111975372 |
| 2019-02-01 | 28.8196978109775 |
| 2019-03-01 | 28.8709189084276 |
| 2019-04-01 | 28.7314806032855 |
| 2019-05-01 | 28.6798332851254 |
| 2019-06-01 | 28.4652732169573 |
| 2019-07-01 | 28.3767308396435 |
| 2019-08-01 | 28.0522008044349 |
| 2019-09-01 | 27.3680265595087 |
| 2019-10-01 | 26.9438742393469 |
| 2019-11-01 | 26.3521128847937 |
| 2019-12-01 | 25.9346521843061 |
| 2020-01-01 | 25.5448103618752 |
| 2020-02-01 | 25.2181324518948 |
| 2020-03-01 | 24.6945307429770 |
| 2020-04-01 | 22.4651475270063 |
| 2020-05-01 | 21.9906129458726 |
| 2020-06-01 | 21.7560037546185 |
| 2020-07-01 | 21.3863667543708 |
| 2020-08-01 | 21.2515483910870 |
| 2020-09-01 | 21.2322196379056 |
| 2020-10-01 | 21.1087470482310 |
| 2020-11-01 | 21.0058378638810 |
| 2020-12-01 | 21.0087592197660 |
| 2021-01-01 | 20.6229249689068 |
| 2021-02-01 | 20.4997874959477 |
| 2021-03-01 | 20.8300743211234 |
| 2021-04-01 | 20.8253822193776 |
| 2021-05-01 | 20.7811209995564 |
| 2021-06-01 | 20.7689413361636 |
| 2021-07-01 | 20.8148411984672 |
| 2021-08-01 | 20.8770430953099 |
| 2021-09-01 | 20.8332142172287 |
| 2021-10-01 | 20.8375155378655 |
| 2021-11-01 | 20.9315804752248 |
| 2021-12-01 | 21.0042746716948 |
| 2022-01-01 | 20.9367088159823 |
| 2022-02-01 | 20.9000555990636 |
| 2022-03-01 | 20.9191118307719 |
| 2022-04-01 | 20.8804187361312 |
| 2022-05-01 | 21.0546860833975 |
| 2022-06-01 | 21.0572701504484 |
| 2022-07-01 | 21.3287165585954 |
| 2022-08-01 | 21.3846730846503 |
| 2022-09-01 | 21.6286213153792 |
| 2022-10-01 | 21.7625640545582 |
| 2022-11-01 | 21.8536270234382 |
| 2022-12-01 | 21.6981157584019 |
| 2023-01-01 | 22.1733427279543 |
| 2023-02-01 | 22.2328454207433 |
| 2023-03-01 | 22.2370911081343 |
| 2023-04-01 | 22.2385283101108 |
| 2023-05-01 | 22.1227089532198 |
| 2023-06-01 | 22.0257622454360 |
| 2023-07-01 | 21.8273464757613 |
| 2023-08-01 | 21.6858192797500 |
| 2023-09-01 | 21.6289319205259 |
| 2023-10-01 | 21.5756096149793 |
| 2023-11-01 | 21.6797899107100 |
| 2023-12-01 | 21.6030570089140 |
| 2024-01-01 | 21.5588803674341 |
| 2024-02-01 | 21.5461550957423 |
| 2024-03-01 | 21.5374800677378 |
| 2024-04-01 | 20.9241586385829 |
| 2024-05-01 | 21.0077924432730 |
| 2024-06-01 | 21.0117703445605 |
| 2024-07-01 | 20.8345407097810 |
| 2024-08-01 | 20.7862951593300 |
| 2024-09-01 | 20.6453135281824 |
| 2024-10-01 | 20.1841372369504 |
| 2024-11-01 | 20.1982279798464 |
| 2024-12-01 | 20.2050673828846 |
| 2025-01-01 | 20.1238000585386 |
| 2025-02-01 | 20.1372668160082 |
| 2025-03-01 | 20.6398582530477 |
| 2025-04-01 | 20.6208239854069 |
| 2025-05-01 | 20.5996574086307 |
| 2025-06-01 | 20.4884697409570 |
| 2025-07-01 | 20.5326515847593 |
| 2025-08-01 | 20.5765577438902 |
| 2025-09-01 | 20.3476678466600 |
| 2025-10-01 | 20.6818580325613 |
| 2025-11-01 | 20.7099243826646 |
| 2025-12-01 | 20.8186373624746 |
| 2026-01-01 | 21.1593903505074 |
| 2026-02-01 | 20.7762514325447 |
| 2026-03-01 | 20.6454220101031 |
| 2026-04-01 | 20.8122313855806 |
| 2026-05-01 | 20.8865685396536 |
| 2026-06-01 | 21.0603393303390 |