Federal Reserve Economic Data

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 2024-12-01
Last Updated 2025-01-29 5:19 AM CST
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 27.498509858364397
1990-02-01 27.479699966230100
1990-03-01 27.589080553548600
1990-04-01 27.409646863067800
1990-05-01 27.173094905615695
1990-06-01 27.045201398266200
1990-07-01 26.719307336851300
1990-08-01 26.729701812480300
1990-09-01 26.739436095656700
1990-10-01 26.234430679619700
1990-11-01 26.181050131350400
1990-12-01 26.201008391620196
1991-01-01 25.929289843789600
1991-02-01 25.712453065963302
1991-03-01 25.229856060163000
1991-04-01 24.985333827178300
1991-05-01 24.666318713643697
1991-06-01 24.505312649779700
1991-07-01 24.359897318335300
1991-08-01 24.298456961025500
1991-09-01 24.005270001949500
1991-10-01 23.892569768138898
1991-11-01 23.496833486599000
1991-12-01 23.271347114342603
1992-01-01 23.327886893400102
1992-02-01 23.335012568807300
1992-03-01 23.402369027341102
1992-04-01 23.257767981980400
1992-05-01 23.148911371224800
1992-06-01 23.037556503709197
1992-07-01 23.173102082844000
1992-08-01 22.746334464955300
1992-09-01 22.634853706806396
1992-10-01 22.522273335907800
1992-11-01 22.580233018832400
1992-12-01 22.163339878829103
1993-01-01 21.988478335009198
1993-02-01 22.132207878574800
1993-03-01 21.574070035064400
1993-04-01 21.420150971683800
1993-05-01 21.423072612088500
1993-06-01 20.200065394348602
1993-07-01 20.012174979246300
1993-08-01 19.919255110471300
1993-09-01 19.896834008408200
1993-10-01 19.991211859986300
1993-11-01 20.089784244245397
1993-12-01 21.067370228122000
1994-01-01 20.347347259390500
1994-02-01 20.191767868565500
1994-03-01 19.733986619879300
1994-04-01 19.881622319460200
1994-05-01 19.899739579061800
1994-06-01 19.798923343167900
1994-07-01 19.789049340881900
1994-08-01 19.716266273142600
1994-09-01 19.701167814864200
1994-10-01 19.614648178112500
1994-11-01 19.581465918955600
1994-12-01 19.481425475152896
1995-01-01 19.225817905378900
1995-02-01 19.074703331439103
1995-03-01 19.119884901846603
1995-04-01 19.146588588464102
1995-05-01 18.886892414885700
1995-06-01 18.819847000290398
1995-07-01 18.484441982691500
1995-08-01 18.624256861835498
1995-09-01 18.622230245652100
1995-10-01 18.472600470504602
1995-11-01 18.405059035395000
1995-12-01 18.300121946220600
1996-01-01 17.783444177321602
1996-02-01 18.029910560308000
1996-03-01 18.179744782192700
1996-04-01 18.715440384702802
1996-05-01 18.682445829533800
1996-06-01 18.723463219028897
1996-07-01 18.749337844309302
1996-08-01 18.801563570497198
1996-09-01 18.618876968797200
1996-10-01 19.093904698951000
1996-11-01 19.007469883482198
1996-12-01 19.039547884309197
1997-01-01 19.256014570819100
1997-02-01 19.384661901332500
1997-03-01 19.512098747122103
1997-04-01 19.407432651820603
1997-05-01 19.476161838407300
1997-06-01 19.516542469110803
1997-07-01 19.691914751889400
1997-08-01 19.664836054052900
1997-09-01 19.591294745544502
1997-10-01 19.720116155330103
1997-11-01 19.818162346533500
1997-12-01 19.774346520152600
1998-01-01 19.873537074692800
1998-02-01 19.972804835471603
1998-03-01 19.999022827995700
1998-04-01 20.130366382075600
1998-05-01 19.884755049077700
1998-06-01 19.919205736887300
1998-07-01 19.958397891715300
1998-08-01 20.045061804229900
1998-09-01 20.089098986231000
1998-10-01 19.651271082690800
1998-11-01 19.739088558266300
1998-12-01 19.782125461926000
1999-01-01 19.744349742984200
1999-02-01 19.712999391687700
1999-03-01 19.558512283435000
1999-04-01 19.563863326291700
1999-05-01 19.510712929939100
1999-06-01 19.346283571558000
1999-07-01 18.773338106185697
1999-08-01 18.957437760310900
1999-09-01 19.026421874244200
1999-10-01 18.976930896301500
1999-11-01 19.069677520692200
1999-12-01 19.170219058516400
2000-01-01 18.680315655083998
2000-02-01 18.628911871232198
2000-03-01 18.811457102783898
2000-04-01 18.394890728987900
2000-05-01 18.144626670379300
2000-06-01 18.273160124936602
2000-07-01 18.372771570040200
2000-08-01 18.361747893042700
2000-09-01 18.356420806364000
2000-10-01 18.187210776588500
2000-11-01 18.190171311044400
2000-12-01 18.247881708835603
2001-01-01 18.362552128757200
2001-02-01 18.409230400718698
2001-03-01 18.492306497125800
2001-04-01 18.425156547569898
2001-05-01 18.554724839136000
2001-06-01 18.656105342989303
2001-07-01 18.644358244239200
2001-08-01 18.731908946383800
2001-09-01 18.667287813573200
2001-10-01 18.772192814527500
2001-11-01 18.702230895529300
2001-12-01 18.753298049916502
2002-01-01 18.781743870055500
2002-02-01 18.724511585051697
2002-03-01 18.587485810185896
2002-04-01 18.439246192131897
2002-05-01 18.359539899809800
2002-06-01 18.247827506771500
2002-07-01 17.648498297863800
2002-08-01 18.047709774313102
2002-09-01 17.809187543465800
2002-10-01 17.787796178373700
2002-11-01 17.630184067453400
2002-12-01 17.437465195532900
2003-01-01 17.331751621914197
2003-02-01 17.267378318325300
2003-03-01 17.243763575499198
2003-04-01 17.103396431354700
2003-05-01 17.064737032045500
2003-06-01 17.058933218279300
2003-07-01 17.148522169731400
2003-08-01 17.175935345079697
2003-09-01 17.335750258754498
2003-10-01 17.407474913897700
2003-11-01 17.450617423054400
2003-12-01 17.538105720383502
2004-01-01 17.337330829939102
2004-02-01 17.382499264495300
2004-03-01 17.658050303017500
2004-04-01 17.978166449918803
2004-05-01 17.944390059293802
2004-06-01 18.117807970456603
2004-07-01 18.304380284460198
2004-08-01 18.265731218383700
2004-09-01 18.226605552216302
2004-10-01 18.305904602035300
2004-11-01 18.452559100989300
2004-12-01 18.645440355664398
2005-01-01 18.796149096245998
2005-02-01 18.856929395683000
2005-03-01 18.599372556366700
2005-04-01 19.149317261295800
2005-05-01 19.023475793783604
2005-06-01 19.086333511201698
2005-07-01 19.188657133681396
2005-08-01 19.159245561540900
2005-09-01 19.313176985664100
2005-10-01 19.303214261791002
2005-11-01 19.341550876730400
2005-12-01 19.235914986605300
2006-01-01 19.404695647673602
2006-02-01 19.587024010165700
2006-03-01 19.747303187786300
2006-04-01 19.835731767920800
2006-05-01 19.820782763977803
2006-06-01 19.771376122245396
2006-07-01 19.698255498589400
2006-08-01 19.765816360210900
2006-09-01 19.813129098487100
2006-10-01 19.787708609728803
2006-11-01 19.917980305086200
2006-12-01 20.028828694119397
2007-01-01 20.114001195704600
2007-02-01 20.082974040805603
2007-03-01 20.278520382433000
2007-04-01 20.431275494631800
2007-05-01 20.522331076095000
2007-06-01 20.566984674725198
2007-07-01 20.713633843404400
2007-08-01 20.864643436901396
2007-09-01 20.612031429431500
2007-10-01 20.665965606675300
2007-11-01 20.576742209391700
2007-12-01 20.722047280984600
2008-01-01 20.918923913579000
2008-02-01 20.761014806959200
2008-03-01 20.994212826128000
2008-04-01 21.237528852814396
2008-05-01 21.431274841447000
2008-06-01 21.666872557935900
2008-07-01 21.731861771360700
2008-08-01 22.082284997070400
2008-09-01 22.210058158782100
2008-10-01 22.537073426840703
2008-11-01 22.432563428779200
2008-12-01 22.323236466894800
2009-01-01 22.020634531253200
2009-02-01 21.820440261216900
2009-03-01 21.379011806146800
2009-04-01 21.331028716361400
2009-05-01 21.240652432420003
2009-06-01 21.402824940292398
2009-07-01 21.497227019878900
2009-08-01 21.651166678125400
2009-09-01 21.757640871080900
2009-10-01 22.076500694632500
2009-11-01 22.329052459887700
2009-12-01 22.403927683787398
2010-01-01 22.689573482041897
2010-02-01 22.957160163191500
2010-03-01 23.685962200567400
2010-04-01 24.840667437757897
2010-05-01 25.213920009908200
2010-06-01 25.642276403810100
2010-07-01 26.344702532079200
2010-08-01 26.832424642449197
2010-09-01 27.634632043645897
2010-10-01 28.042112296257000
2010-11-01 28.683537378275400
2010-12-01 29.032303550200300
2011-01-01 29.749074579212200
2011-02-01 30.465681187665800
2011-03-01 31.102201596303300
2011-04-01 31.640173279049502
2011-05-01 32.146781529165800
2011-06-01 32.850146392732604
2011-07-01 33.382231291034800
2011-08-01 34.008511363886900
2011-09-01 34.623741414102400
2011-10-01 35.334269226567600
2011-11-01 36.154327205346900
2011-12-01 37.026744605579710
2012-01-01 37.473580218459400
2012-02-01 38.048387763937704
2012-03-01 38.152885549873500
2012-04-01 37.244225428702500
2012-05-01 36.913746940790100
2012-06-01 36.650625982728100
2012-07-01 36.194723294944100
2012-08-01 35.963368933554300
2012-09-01 35.690590035476106
2012-10-01 35.298154404306395
2012-11-01 35.009942542473304
2012-12-01 34.825269554990300
2013-01-01 34.885049539961000
2013-02-01 34.990909166882304
2013-03-01 35.500227321413604
2013-04-01 35.255266123411104
2013-05-01 35.449695440820300
2013-06-01 35.348704922259800
2013-07-01 35.474080852908100
2013-08-01 35.307865875692100
2013-09-01 35.322547095453400
2013-10-01 35.527524929308896
2013-11-01 35.320404417029400
2013-12-01 35.439536427794400
2014-01-01 35.625133971556200
2014-02-01 35.764035981470200
2014-03-01 36.049886273457700
2014-04-01 36.621461140494795
2014-05-01 36.787106675515900
2014-06-01 36.884020406422600
2014-07-01 37.378571164331500
2014-08-01 37.888046606910900
2014-09-01 37.904111312486900
2014-10-01 38.097055884112800
2014-11-01 38.186217208041796
2014-12-01 38.282231157941900
2015-01-01 38.453852998799704
2015-02-01 37.080558912409800
2015-03-01 36.441510441929700
2015-04-01 35.150331205139800
2015-05-01 34.338945515978600
2015-06-01 33.968111101562900
2015-07-01 33.146735579028800
2015-08-01 32.036067046912700
2015-09-01 31.138823153572197
2015-10-01 30.050179000571898
2015-11-01 29.251901193486700
2015-12-01 28.781572791496500
2016-01-01 27.198799387881900
2016-02-01 26.052397141787400
2016-03-01 25.539641657861000
2016-04-01 24.584351828303298
2016-05-01 24.103967986667300
2016-06-01 23.614256742919600
2016-07-01 23.263954899739500
2016-08-01 23.220647765932004
2016-09-01 23.299252144100798
2016-10-01 23.306834032618500
2016-11-01 23.408268120613798
2016-12-01 23.709988000289197
2017-01-01 24.037096413895000
2017-02-01 24.524241608468397
2017-03-01 24.808970867454500
2017-04-01 25.263822142665300
2017-05-01 25.699616660995602
2017-06-01 26.090641680394400
2017-07-01 26.308834278339500
2017-08-01 26.563068399310698
2017-09-01 26.767526941928800
2017-10-01 26.981322483386300
2017-11-01 27.109562636714000
2017-12-01 27.165876189539600
2018-01-01 27.121644806905000
2018-02-01 27.180619380993498
2018-03-01 27.218590221496395
2018-04-01 27.517985802476800
2018-05-01 27.570770384729400
2018-06-01 27.781241973571300
2018-07-01 27.968332183863200
2018-08-01 28.032744031770200
2018-09-01 28.175034770502602
2018-10-01 28.683378552511602
2018-11-01 28.636866463013202
2018-12-01 28.726768635043600
2019-01-01 29.086259404651397
2019-02-01 29.014126763096900
2019-03-01 29.106456545352803
2019-04-01 28.935143761414300
2019-05-01 28.833790316006397
2019-06-01 28.590205999473800
2019-07-01 28.560444065633900
2019-08-01 28.237942148664400
2019-09-01 27.604931051518400
2019-10-01 27.123037998149800
2019-11-01 26.582361811837100
2019-12-01 26.161888622625000
2020-01-01 25.706152231642800
2020-02-01 25.317933495627700
2020-03-01 24.898656641219800
2020-04-01 22.659113025914700
2020-05-01 22.045555595737902
2020-06-01 21.979843833059302
2020-07-01 21.575756738478700
2020-08-01 21.448475035220103
2020-09-01 21.375746029410898
2020-10-01 21.302237346953300
2020-11-01 21.122673487508300
2020-12-01 21.158341412077103
2021-01-01 20.777452250300400
2021-02-01 20.691485031010302
2021-03-01 20.906050891585696
2021-04-01 20.903806545190400
2021-05-01 20.924200835757500
2021-06-01 20.900654104400100
2021-07-01 21.017711551981400
2021-08-01 21.093105315518898
2021-09-01 21.006041546570998
2021-10-01 21.050138887056900
2021-11-01 21.139080653352900
2021-12-01 21.174251026999100
2022-01-01 21.057545297971900
2022-02-01 21.056776367253100
2022-03-01 21.065899634070803
2022-04-01 21.047670377262700
2022-05-01 21.189559764020300
2022-06-01 21.302822752017600
2022-07-01 21.547220372452300
2022-08-01 21.628232866795802
2022-09-01 21.944599291985000
2022-10-01 22.004414800869200
2022-11-01 22.048943462671200
2022-12-01 21.981232552742800
2023-01-01 22.253474671336697
2023-02-01 22.336394323825500
2023-03-01 22.342427256752100
2023-04-01 22.390552018589503
2023-05-01 22.250096872269100
2023-06-01 22.192547674351200
2023-07-01 22.072825491007105
2023-08-01 21.965742646615400
2023-09-01 21.982491378805900
2023-10-01 21.949949622076100
2023-11-01 22.062288067306000
2023-12-01 22.082927262811605
2024-01-01 22.322894496905200
2024-02-01 22.305760936446400
2024-03-01 22.316690784797500
2024-04-01 22.653057166199698
2024-05-01 22.722915980604100
2024-06-01 22.289306394815803
2024-07-01 22.486132504720203
2024-08-01 22.687170309571600
2024-09-01 22.514273529815103
2024-10-01 22.486057793485198
2024-11-01 23.071237502158898
2024-12-01 23.391341082411200

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