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 2026-01-01 |
| Last Updated | 2026-04-10 11:58 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 | 27.2940366096349 |
| 1990-02-01 | 27.2770254575828 |
| 1990-03-01 | 27.3872559995414 |
| 1990-04-01 | 27.2090189970086 |
| 1990-05-01 | 26.9736107929277 |
| 1990-06-01 | 26.8503809874972 |
| 1990-07-01 | 26.5366035094405 |
| 1990-08-01 | 26.5454627339106 |
| 1990-09-01 | 26.5190347813754 |
| 1990-10-01 | 26.1282512509646 |
| 1990-11-01 | 26.0784161088704 |
| 1990-12-01 | 26.0985642663067 |
| 1991-01-01 | 25.8287483990010 |
| 1991-02-01 | 25.6140393907672 |
| 1991-03-01 | 25.1310471784570 |
| 1991-04-01 | 24.8855718276706 |
| 1991-05-01 | 24.5662392733743 |
| 1991-06-01 | 24.4079842722252 |
| 1991-07-01 | 24.2727691758014 |
| 1991-08-01 | 24.2095094495513 |
| 1991-09-01 | 23.8874109947119 |
| 1991-10-01 | 23.7877822007494 |
| 1991-11-01 | 23.3948313229760 |
| 1991-12-01 | 23.1694515711029 |
| 1992-01-01 | 23.2270247001048 |
| 1992-02-01 | 23.2358817842810 |
| 1992-03-01 | 23.3033303531692 |
| 1992-04-01 | 23.1576989319375 |
| 1992-05-01 | 23.0486541530441 |
| 1992-06-01 | 22.9397129513141 |
| 1992-07-01 | 23.0830634214737 |
| 1992-08-01 | 22.6527041821181 |
| 1992-09-01 | 22.5243738530131 |
| 1992-10-01 | 22.4188411460092 |
| 1992-11-01 | 22.4786674236340 |
| 1992-12-01 | 22.0619899517255 |
| 1993-01-01 | 21.8875838079942 |
| 1993-02-01 | 22.0321572468513 |
| 1993-03-01 | 21.4747446504853 |
| 1993-04-01 | 21.3195723243248 |
| 1993-05-01 | 21.3226578274660 |
| 1993-06-01 | 20.1014058871334 |
| 1993-07-01 | 19.9191839135830 |
| 1993-08-01 | 19.8218541914865 |
| 1993-09-01 | 19.7927501536130 |
| 1993-10-01 | 19.8896655760606 |
| 1993-11-01 | 19.9891524386075 |
| 1993-12-01 | 20.9665605225783 |
| 1994-01-01 | 20.2463764792015 |
| 1994-02-01 | 20.0905456538057 |
| 1994-03-01 | 19.6339766410153 |
| 1994-04-01 | 19.7803989118827 |
| 1994-05-01 | 19.7992015276913 |
| 1994-06-01 | 19.6998430464013 |
| 1994-07-01 | 19.6939172334087 |
| 1994-08-01 | 19.6166488875703 |
| 1994-09-01 | 19.6013505449109 |
| 1994-10-01 | 19.5145058623131 |
| 1994-11-01 | 19.4814053043739 |
| 1994-12-01 | 19.3810850141929 |
| 1995-01-01 | 19.1246309246631 |
| 1995-02-01 | 18.9723622975517 |
| 1995-03-01 | 19.0191695135013 |
| 1995-04-01 | 19.0438759021529 |
| 1995-05-01 | 18.7865962088104 |
| 1995-06-01 | 18.7208916106720 |
| 1995-07-01 | 18.3882203620312 |
| 1995-08-01 | 18.5253447347714 |
| 1995-09-01 | 18.5235938585837 |
| 1995-10-01 | 18.3735692113299 |
| 1995-11-01 | 18.3056846239477 |
| 1995-12-01 | 18.1999903709125 |
| 1996-01-01 | 17.6818543645698 |
| 1996-02-01 | 17.9267006256565 |
| 1996-03-01 | 18.0777047926315 |
| 1996-04-01 | 18.6099850859576 |
| 1996-05-01 | 18.5824277429167 |
| 1996-06-01 | 18.6266848589726 |
| 1996-07-01 | 18.6527782867152 |
| 1996-08-01 | 18.7037260879074 |
| 1996-09-01 | 18.5210679747477 |
| 1996-10-01 | 18.9952350220578 |
| 1996-11-01 | 18.9080511245911 |
| 1996-12-01 | 18.9393031065377 |
| 1997-01-01 | 19.1543065574659 |
| 1997-02-01 | 19.2811167212217 |
| 1997-03-01 | 19.4091853040872 |
| 1997-04-01 | 19.2986273735027 |
| 1997-05-01 | 19.3770656106710 |
| 1997-06-01 | 19.4219034942910 |
| 1997-07-01 | 19.5957566816287 |
| 1997-08-01 | 19.5678794840688 |
| 1997-09-01 | 19.4939418665380 |
| 1997-10-01 | 19.6213538706122 |
| 1997-11-01 | 19.7184705714079 |
| 1997-12-01 | 19.6737091054021 |
| 1998-01-01 | 19.7717438136662 |
| 1998-02-01 | 19.8695458342225 |
| 1998-03-01 | 19.8954591853140 |
| 1998-04-01 | 20.0184154482927 |
| 1998-05-01 | 19.7865584788580 |
| 1998-06-01 | 19.8267329692362 |
| 1998-07-01 | 19.8623108981631 |
| 1998-08-01 | 19.9486084160548 |
| 1998-09-01 | 19.9916294688271 |
| 1998-10-01 | 19.5520298508462 |
| 1998-11-01 | 19.6388198099229 |
| 1998-12-01 | 19.6811606792321 |
| 1999-01-01 | 19.6427515071283 |
| 1999-02-01 | 19.6106714786023 |
| 1999-03-01 | 19.4554631033671 |
| 1999-04-01 | 19.4514050253820 |
| 1999-05-01 | 19.4134001401482 |
| 1999-06-01 | 19.1558254478783 |
| 1999-07-01 | 18.5793047414200 |
| 1999-08-01 | 18.7633844987063 |
| 1999-09-01 | 18.8308168780356 |
| 1999-10-01 | 18.7786508303985 |
| 1999-11-01 | 18.8702194621507 |
| 1999-12-01 | 18.9680290214393 |
| 2000-01-01 | 18.4752697120540 |
| 2000-02-01 | 18.4232557964738 |
| 2000-03-01 | 18.6059604190249 |
| 2000-04-01 | 18.1827593410237 |
| 2000-05-01 | 17.9478727538816 |
| 2000-06-01 | 18.0816928461884 |
| 2000-07-01 | 18.1777793380912 |
| 2000-08-01 | 18.1666965491998 |
| 2000-09-01 | 18.1597011003063 |
| 2000-10-01 | 17.9882330721831 |
| 2000-11-01 | 17.9902444007138 |
| 2000-12-01 | 18.0464832576458 |
| 2001-01-01 | 18.1590223285459 |
| 2001-02-01 | 18.2053696851176 |
| 2001-03-01 | 18.2888347130182 |
| 2001-04-01 | 18.2141859061581 |
| 2001-05-01 | 18.3577864709789 |
| 2001-06-01 | 18.4619273269096 |
| 2001-07-01 | 18.4485428013355 |
| 2001-08-01 | 18.5352124613565 |
| 2001-09-01 | 18.4693506103072 |
| 2001-10-01 | 18.5726779180004 |
| 2001-11-01 | 18.5020018004221 |
| 2001-12-01 | 18.5530350879489 |
| 2002-01-01 | 18.5801747901378 |
| 2002-02-01 | 18.5227179896636 |
| 2002-03-01 | 18.3857464628253 |
| 2002-04-01 | 18.2293081365485 |
| 2002-05-01 | 18.1619176804450 |
| 2002-06-01 | 18.0511866735862 |
| 2002-07-01 | 17.4521924737681 |
| 2002-08-01 | 17.8496688488941 |
| 2002-09-01 | 17.6103526254874 |
| 2002-10-01 | 17.5881565456425 |
| 2002-11-01 | 17.4300248756912 |
| 2002-12-01 | 17.2377563471227 |
| 2003-01-01 | 17.1311472640234 |
| 2003-02-01 | 17.0665537153403 |
| 2003-03-01 | 17.0429686806908 |
| 2003-04-01 | 16.8949291473842 |
| 2003-05-01 | 16.8663356158042 |
| 2003-06-01 | 16.8602121884205 |
| 2003-07-01 | 16.9519742781372 |
| 2003-08-01 | 16.9770885633203 |
| 2003-09-01 | 17.1365088705660 |
| 2003-10-01 | 17.2077396334258 |
| 2003-11-01 | 17.2506319293817 |
| 2003-12-01 | 17.3387888499600 |
| 2004-01-01 | 17.1379708375536 |
| 2004-02-01 | 17.1830134410761 |
| 2004-03-01 | 17.4578214382321 |
| 2004-04-01 | 17.7702054610047 |
| 2004-05-01 | 17.7447456107725 |
| 2004-06-01 | 17.9179898055786 |
| 2004-07-01 | 18.1068324011712 |
| 2004-08-01 | 18.0661390443442 |
| 2004-09-01 | 18.0268361811912 |
| 2004-10-01 | 18.1061464062614 |
| 2004-11-01 | 18.2525801392280 |
| 2004-12-01 | 18.4457795993603 |
| 2005-01-01 | 18.5970068223465 |
| 2005-02-01 | 18.6649707044629 |
| 2005-03-01 | 18.3986724222809 |
| 2005-04-01 | 18.9408349083258 |
| 2005-05-01 | 18.8220778711630 |
| 2005-06-01 | 18.8844654519342 |
| 2005-07-01 | 18.9892679660004 |
| 2005-08-01 | 18.9582838478747 |
| 2005-09-01 | 19.1117527366671 |
| 2005-10-01 | 19.1073417650355 |
| 2005-11-01 | 19.1417206413870 |
| 2005-12-01 | 19.0369877447709 |
| 2006-01-01 | 19.2011769055117 |
| 2006-02-01 | 19.4054141509055 |
| 2006-03-01 | 19.5498986932639 |
| 2006-04-01 | 19.6245965196539 |
| 2006-05-01 | 19.6140913841052 |
| 2006-06-01 | 19.5700808286718 |
| 2006-07-01 | 19.4930345537427 |
| 2006-08-01 | 19.5653927239803 |
| 2006-09-01 | 19.6059311685911 |
| 2006-10-01 | 19.5982048320544 |
| 2006-11-01 | 19.7243443969353 |
| 2006-12-01 | 19.8249287504212 |
| 2007-01-01 | 19.9051544081425 |
| 2007-02-01 | 19.9224196242153 |
| 2007-03-01 | 20.0804478824021 |
| 2007-04-01 | 20.2162131372830 |
| 2007-05-01 | 20.3098621686822 |
| 2007-06-01 | 20.3631420821038 |
| 2007-07-01 | 20.5011353217372 |
| 2007-08-01 | 20.6638243873573 |
| 2007-09-01 | 20.3974449351009 |
| 2007-10-01 | 20.4857274506600 |
| 2007-11-01 | 20.3918906058241 |
| 2007-12-01 | 20.5160627354152 |
| 2008-01-01 | 20.7032839594017 |
| 2008-02-01 | 20.6170659896334 |
| 2008-03-01 | 20.7976947798109 |
| 2008-04-01 | 21.0187844216882 |
| 2008-05-01 | 21.2129191246792 |
| 2008-06-01 | 21.4617699480502 |
| 2008-07-01 | 21.5100540661181 |
| 2008-08-01 | 21.8797078250610 |
| 2008-09-01 | 21.9894055800500 |
| 2008-10-01 | 22.3649545752222 |
| 2008-11-01 | 22.2590119108215 |
| 2008-12-01 | 22.1134557031962 |
| 2009-01-01 | 21.9045296055922 |
| 2009-02-01 | 21.6949364676275 |
| 2009-03-01 | 21.2829072779977 |
| 2009-04-01 | 21.2078846191063 |
| 2009-05-01 | 21.1214758691848 |
| 2009-06-01 | 21.1951655041767 |
| 2009-07-01 | 21.3695703329432 |
| 2009-08-01 | 21.4452252064156 |
| 2009-09-01 | 21.6362370921857 |
| 2009-10-01 | 21.9080069705890 |
| 2009-11-01 | 22.2580609221928 |
| 2009-12-01 | 22.2994419825497 |
| 2010-01-01 | 22.4641443254492 |
| 2010-02-01 | 22.9376833622206 |
| 2010-03-01 | 23.5930321888840 |
| 2010-04-01 | 24.7088325029590 |
| 2010-05-01 | 25.0952616599886 |
| 2010-06-01 | 25.4322498441857 |
| 2010-07-01 | 26.2106847379969 |
| 2010-08-01 | 26.7227644919796 |
| 2010-09-01 | 27.5097053390550 |
| 2010-10-01 | 27.8771893159187 |
| 2010-11-01 | 28.5230037102314 |
| 2010-12-01 | 28.8249267863982 |
| 2011-01-01 | 29.6206447059244 |
| 2011-02-01 | 30.4659215886906 |
| 2011-03-01 | 30.9054340350869 |
| 2011-04-01 | 31.3995522527495 |
| 2011-05-01 | 31.9375431723379 |
| 2011-06-01 | 32.6273366338783 |
| 2011-07-01 | 33.2523716643253 |
| 2011-08-01 | 33.9001844085893 |
| 2011-09-01 | 34.3972686014899 |
| 2011-10-01 | 35.1680208515402 |
| 2011-11-01 | 35.9949697022072 |
| 2011-12-01 | 36.8254914895762 |
| 2012-01-01 | 37.2330512797620 |
| 2012-02-01 | 37.9382871336979 |
| 2012-03-01 | 38.0647564951945 |
| 2012-04-01 | 37.1004674705133 |
| 2012-05-01 | 36.7217504346634 |
| 2012-06-01 | 36.4241190565121 |
| 2012-07-01 | 35.9788062829490 |
| 2012-08-01 | 35.7611695641173 |
| 2012-09-01 | 35.4678173230902 |
| 2012-10-01 | 35.1152278693873 |
| 2012-11-01 | 34.8411063572458 |
| 2012-12-01 | 34.6251176897165 |
| 2013-01-01 | 34.7509090192012 |
| 2013-02-01 | 34.8525939418127 |
| 2013-03-01 | 35.3054119191335 |
| 2013-04-01 | 35.1154145932751 |
| 2013-05-01 | 35.2741074326676 |
| 2013-06-01 | 35.2238624846017 |
| 2013-07-01 | 35.2731475835902 |
| 2013-08-01 | 35.1100148039978 |
| 2013-09-01 | 35.2018788635999 |
| 2013-10-01 | 35.4349022045362 |
| 2013-11-01 | 35.2348128141342 |
| 2013-12-01 | 35.3475533631572 |
| 2014-01-01 | 35.4921136540787 |
| 2014-02-01 | 35.6078864982351 |
| 2014-03-01 | 35.8544693176368 |
| 2014-04-01 | 36.3780266765912 |
| 2014-05-01 | 36.6181843686758 |
| 2014-06-01 | 36.6680398478712 |
| 2014-07-01 | 37.1878475239038 |
| 2014-08-01 | 37.6995036241198 |
| 2014-09-01 | 37.7761902624699 |
| 2014-10-01 | 37.9027787861751 |
| 2014-11-01 | 37.9884192183097 |
| 2014-12-01 | 38.1914421410902 |
| 2015-01-01 | 38.3308076242086 |
| 2015-02-01 | 36.9235155984582 |
| 2015-03-01 | 36.2298364705212 |
| 2015-04-01 | 34.9128347866008 |
| 2015-05-01 | 34.1663983102894 |
| 2015-06-01 | 33.7556272686978 |
| 2015-07-01 | 33.0608971390001 |
| 2015-08-01 | 31.9496184971546 |
| 2015-09-01 | 31.0117291796876 |
| 2015-10-01 | 29.9588914960112 |
| 2015-11-01 | 29.0406004304822 |
| 2015-12-01 | 28.5930331621838 |
| 2016-01-01 | 27.0974127561015 |
| 2016-02-01 | 25.9770999515369 |
| 2016-03-01 | 25.4220434401531 |
| 2016-04-01 | 24.4627534237103 |
| 2016-05-01 | 23.9201660867700 |
| 2016-06-01 | 23.4074780642657 |
| 2016-07-01 | 23.0758405979792 |
| 2016-08-01 | 23.0310160408821 |
| 2016-09-01 | 23.0818933263981 |
| 2016-10-01 | 23.1170634800813 |
| 2016-11-01 | 23.2921635888723 |
| 2016-12-01 | 23.5227061995899 |
| 2017-01-01 | 23.8485507544644 |
| 2017-02-01 | 24.3341826460503 |
| 2017-03-01 | 24.5809606266495 |
| 2017-04-01 | 25.1473694520206 |
| 2017-05-01 | 25.6189768116454 |
| 2017-06-01 | 25.9809338654652 |
| 2017-07-01 | 26.1198224254469 |
| 2017-08-01 | 26.3728004763229 |
| 2017-09-01 | 26.6478179409626 |
| 2017-10-01 | 26.7986104793881 |
| 2017-11-01 | 26.9788239326119 |
| 2017-12-01 | 26.9789728791340 |
| 2018-01-01 | 26.9592705572950 |
| 2018-02-01 | 26.9784308587570 |
| 2018-03-01 | 27.0831119454876 |
| 2018-04-01 | 27.3039093446657 |
| 2018-05-01 | 27.4011192580516 |
| 2018-06-01 | 27.5627858827749 |
| 2018-07-01 | 27.7830695271887 |
| 2018-08-01 | 27.8464834848862 |
| 2018-09-01 | 27.9476036085202 |
| 2018-10-01 | 28.5056170348168 |
| 2018-11-01 | 28.4011113849193 |
| 2018-12-01 | 28.5278349443294 |
| 2019-01-01 | 28.9442692250767 |
| 2019-02-01 | 28.8022429806626 |
| 2019-03-01 | 28.8687504137733 |
| 2019-04-01 | 28.7300686248242 |
| 2019-05-01 | 28.6785583220681 |
| 2019-06-01 | 28.4623296077872 |
| 2019-07-01 | 28.3758109476576 |
| 2019-08-01 | 28.0506541582860 |
| 2019-09-01 | 27.3658471720456 |
| 2019-10-01 | 26.9435782542754 |
| 2019-11-01 | 26.3511185525774 |
| 2019-12-01 | 25.9375575226874 |
| 2020-01-01 | 25.5776038672946 |
| 2020-02-01 | 25.2097242187141 |
| 2020-03-01 | 24.6780935946598 |
| 2020-04-01 | 22.4627777577543 |
| 2020-05-01 | 21.9891371886882 |
| 2020-06-01 | 21.7521365515396 |
| 2020-07-01 | 21.3850983966965 |
| 2020-08-01 | 21.2505209319991 |
| 2020-09-01 | 21.2321595118222 |
| 2020-10-01 | 21.1111473298878 |
| 2020-11-01 | 21.0083131383756 |
| 2020-12-01 | 21.0169759195277 |
| 2021-01-01 | 20.6515978590627 |
| 2021-02-01 | 20.4938941525584 |
| 2021-03-01 | 20.7975409977577 |
| 2021-04-01 | 20.8237058906850 |
| 2021-05-01 | 20.7792080265314 |
| 2021-06-01 | 20.7632999370751 |
| 2021-07-01 | 20.8125785839544 |
| 2021-08-01 | 20.8770462346627 |
| 2021-09-01 | 20.8381869329899 |
| 2021-10-01 | 20.8461149355147 |
| 2021-11-01 | 20.9412974097866 |
| 2021-12-01 | 21.0225370124974 |
| 2022-01-01 | 20.9706213754191 |
| 2022-02-01 | 20.8836019857680 |
| 2022-03-01 | 20.8550945231459 |
| 2022-04-01 | 20.8891048067893 |
| 2022-05-01 | 21.0470820065996 |
| 2022-06-01 | 21.0465275980971 |
| 2022-07-01 | 21.3241583200822 |
| 2022-08-01 | 21.3872466543947 |
| 2022-09-01 | 21.6412470881339 |
| 2022-10-01 | 21.7841281997918 |
| 2022-11-01 | 21.8818478514107 |
| 2022-12-01 | 21.7391066523800 |
| 2023-01-01 | 22.2065479868829 |
| 2023-02-01 | 22.1989090059285 |
| 2023-03-01 | 22.1233144421710 |
| 2023-04-01 | 22.2564338482763 |
| 2023-05-01 | 22.1019558525890 |
| 2023-06-01 | 22.0097337430874 |
| 2023-07-01 | 21.8209980090838 |
| 2023-08-01 | 21.6929578319187 |
| 2023-09-01 | 21.6537498009141 |
| 2023-10-01 | 21.6151682286131 |
| 2023-11-01 | 21.7304486139371 |
| 2023-12-01 | 21.6681551172981 |
| 2024-01-01 | 21.5966049019412 |
| 2024-02-01 | 21.4819148812128 |
| 2024-03-01 | 21.3839937827357 |
| 2024-04-01 | 20.9430622932641 |
| 2024-05-01 | 20.9744848014681 |
| 2024-06-01 | 20.9959673802871 |
| 2024-07-01 | 20.8275472125556 |
| 2024-08-01 | 20.7980688671453 |
| 2024-09-01 | 20.6799203489075 |
| 2024-10-01 | 20.2389247471531 |
| 2024-11-01 | 20.2681817366691 |
| 2024-12-01 | 20.2881782137732 |
| 2025-01-01 | 20.1594687707261 |
| 2025-02-01 | 20.0524523705616 |
| 2025-03-01 | 20.4563604270973 |
| 2025-04-01 | 20.6326324516418 |
| 2025-05-01 | 20.5566628750510 |
| 2025-06-01 | 20.4769849395220 |
| 2025-07-01 | 20.5257917573451 |
| 2025-08-01 | 20.5927275223334 |
| 2025-09-01 | 20.3921678459850 |
| 2025-10-01 | 20.7529270729224 |
| 2025-11-01 | 20.7987621481571 |
| 2025-12-01 | 20.9180523972863 |
| 2026-01-01 | 21.2022159365295 |