Table Data - All Employees: Mining and Logging: Coal Mining in Pennsylvania

Title All Employees: Mining and Logging: Coal Mining in Pennsylvania
Series ID SMU42000001021210001SA
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 6:46 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 16.29903117381270
1990-02-01 16.27115132229630
1990-03-01 16.25474396123570
1990-04-01 16.31775584074150
1990-05-01 16.30203986246800
1990-06-01 16.24303596193850
1990-07-01 15.91700634527760
1990-08-01 15.98256509232860
1990-09-01 15.91850700843640
1990-10-01 15.50936712926350
1990-11-01 15.35825336562690
1990-12-01 15.34927373236690
1991-01-01 14.99034700130830
1991-02-01 14.74157411170970
1991-03-01 14.54159585961440
1991-04-01 14.40972198194900
1991-05-01 14.19662275498620
1991-06-01 14.06955442499160
1991-07-01 14.11101422922800
1991-08-01 14.09486137834770
1991-09-01 13.94088043003810
1991-10-01 13.91838129527130
1991-11-01 13.55451495001950
1991-12-01 13.37091117140060
1992-01-01 13.67298668621740
1992-02-01 13.61414567998300
1992-03-01 13.62896434735310
1992-04-01 13.40306124430880
1992-05-01 13.39844818324440
1992-06-01 13.28797130839690
1992-07-01 13.20845750227500
1992-08-01 12.91066501559160
1992-09-01 12.76614992189410
1992-10-01 12.62436016888380
1992-11-01 12.63780195026190
1992-12-01 12.18799872061960
1993-01-01 12.05184655981890
1993-02-01 11.98543241743610
1993-03-01 11.90802251579160
1993-04-01 11.89815650181060
1993-05-01 11.80079522854270
1993-06-01 10.51766874328360
1993-07-01 10.38895336911070
1993-08-01 10.32223223790730
1993-09-01 10.39598549850690
1993-10-01 10.33903226482930
1993-11-01 10.32766985032730
1993-12-01 11.01083651750080
1994-01-01 10.82909021966050
1994-02-01 10.76169953949240
1994-03-01 10.48505566831890
1994-04-01 10.39274086860540
1994-05-01 10.30869497944970
1994-06-01 10.02607056763230
1994-07-01 9.98962576981808
1994-08-01 9.93510271667769
1994-09-01 9.81611372331580
1994-10-01 9.85309208450164
1994-11-01 9.81010812739618
1994-12-01 9.83352000498128
1995-01-01 9.90276414679511
1995-02-01 9.84021562461399
1995-03-01 9.86726983424472
1995-04-01 9.79149780579733
1995-05-01 9.71488174758523
1995-06-01 9.73643901424134
1995-07-01 9.59072064977768
1995-08-01 9.73948281373591
1995-09-01 9.63315303708838
1995-10-01 9.57297509309182
1995-11-01 9.49868692208928
1995-12-01 9.45418042216107
1996-01-01 9.27056763031075
1996-02-01 9.22131132434689
1996-03-01 9.24460712579719
1996-04-01 9.49702210253832
1996-05-01 9.52324511044785
1996-06-01 9.64975426767623
1996-07-01 9.69166159209846
1996-08-01 9.74262138944221
1996-09-01 9.64060885133115
1996-10-01 9.99186034027042
1996-11-01 9.98612117307238
1996-12-01 9.96723053032117
1997-01-01 10.03647169706150
1997-02-01 10.11197323785020
1997-03-01 10.12905074893930
1997-04-01 10.10532875385470
1997-05-01 10.13576753264380
1997-06-01 10.15990503946610
1997-07-01 10.18795093441400
1997-08-01 10.04475539392240
1997-09-01 10.14157540417320
1997-10-01 10.10713425398620
1997-11-01 10.18671597254950
1997-12-01 10.18215512372860
1998-01-01 10.31291504708840
1998-02-01 10.30189270187100
1998-03-01 10.30806400135070
1998-04-01 10.22131959569910
1998-05-01 10.14224827849100
1998-06-01 10.06518985056490
1998-07-01 10.07715808093540
1998-08-01 10.14975654233320
1998-09-01 10.13549491600620
1998-10-01 9.51277340852898
1998-11-01 9.60510485591268
1998-12-01 9.58853708003348
1999-01-01 9.70626312070995
1999-02-01 9.69417872919897
1999-03-01 9.60013230109917
1999-04-01 9.53168185135837
1999-05-01 9.54414707754805
1999-06-01 9.36686167353878
1999-07-01 9.05988429892413
1999-08-01 9.14464107584599
1999-09-01 9.13164838354989
1999-10-01 9.10615301849608
1999-11-01 9.02900154449027
1999-12-01 9.18566934845896
2000-01-01 8.81405984822426
2000-02-01 8.69346620132220
2000-03-01 8.69894788742601
2000-04-01 8.23507361163119
2000-05-01 8.14020625655928
2000-06-01 8.16548704547647
2000-07-01 8.44487998927709
2000-08-01 8.44111405485464
2000-09-01 8.43189696159854
2000-10-01 8.29553255286355
2000-11-01 8.24791570984656
2000-12-01 8.27577726271569
2001-01-01 8.22700789289007
2001-02-01 8.30584217205267
2001-03-01 8.40739802708954
2001-04-01 8.33025173817467
2001-05-01 8.45025752838107
2001-06-01 8.45210788507528
2001-07-01 8.42958685035019
2001-08-01 8.43743371180534
2001-09-01 8.43695330282398
2001-10-01 8.48837210784216
2001-11-01 8.45484744424012
2001-12-01 8.46455052247118
2002-01-01 8.54139406541106
2002-02-01 8.51830227957256
2002-03-01 8.31395055300067
2002-04-01 8.12209878318863
2002-05-01 8.15485781966111
2002-06-01 8.03998000004843
2002-07-01 7.41018027866675
2002-08-01 7.73439263536013
2002-09-01 7.63888114436140
2002-10-01 7.69135961122781
2002-11-01 7.56022213454581
2002-12-01 7.56451402219734
2003-01-01 7.45802867824958
2003-02-01 7.42800015431954
2003-03-01 7.41836581711020
2003-04-01 6.90980298649636
2003-05-01 6.84796786188622
2003-06-01 6.84134369661330
2003-07-01 6.89529885473066
2003-08-01 6.93081186793456
2003-09-01 6.93906951088502
2003-10-01 6.89685986183222
2003-11-01 6.96262537360931
2003-12-01 7.06525408653673
2004-01-01 6.96887612272972
2004-02-01 6.93680088929519
2004-03-01 6.91867731480247
2004-04-01 7.10385645668340
2004-05-01 7.14558840462531
2004-06-01 7.23980112599786
2004-07-01 7.37910471982666
2004-08-01 7.33291456314501
2004-09-01 7.13824506692188
2004-10-01 7.40563717551043
2004-11-01 7.45460832337005
2004-12-01 7.46359248238287
2005-01-01 7.47192164809152
2005-02-01 7.55363784322541
2005-03-01 7.12404509113242
2005-04-01 7.49776274622565
2005-05-01 7.44234423555669
2005-06-01 7.54251366937004
2005-07-01 7.46833925360950
2005-08-01 7.42761996864494
2005-09-01 7.43524195804034
2005-10-01 7.41081503206069
2005-11-01 7.44947206582408
2005-12-01 7.46358998338194
2006-01-01 7.48242729215779
2006-02-01 7.45918217414110
2006-03-01 7.52976450196618
2006-04-01 7.49787745711281
2006-05-01 7.53683966580015
2006-06-01 7.44779156531455
2006-07-01 7.46319721315289
2006-08-01 7.42300255617954
2006-09-01 7.42947658871056
2006-10-01 7.41326309395589
2006-11-01 7.34320931793296
2006-12-01 7.36932351502759
2007-01-01 7.38560271049895
2007-02-01 7.36088279556054
2007-03-01 7.43540376397941
2007-04-01 7.30293482650779
2007-05-01 7.42679046259118
2007-06-01 7.35111259412291
2007-07-01 7.46631981474995
2007-08-01 7.52054473475317
2007-09-01 7.42383474383703
2007-10-01 7.40935045554719
2007-11-01 7.44106829125052
2007-12-01 7.47058602731077
2008-01-01 7.48847784648888
2008-02-01 7.56281846952257
2008-03-01 7.53881768929055
2008-04-01 7.70992834492316
2008-05-01 7.72087588471075
2008-06-01 7.84873947626039
2008-07-01 7.86819142739261
2008-08-01 8.02056660481065
2008-09-01 8.01567889206209
2008-10-01 8.10979765531539
2008-11-01 8.13967296259270
2008-12-01 8.16968963141317
2009-01-01 7.98944399105321
2009-02-01 7.96640244249247
2009-03-01 7.63808176323958
2009-04-01 7.81418782173697
2009-05-01 7.71824570583868
2009-06-01 7.64729390828761
2009-07-01 7.57260634573232
2009-08-01 7.51909085814033
2009-09-01 7.50389293116945
2009-10-01 7.50798416134589
2009-11-01 7.55665398120051
2009-12-01 7.47200179885252
2010-01-01 7.59630164116875
2010-02-01 7.55945891100358
2010-03-01 7.63232742483458
2010-04-01 7.61944932163084
2010-05-01 7.71490950960446
2010-06-01 7.73967808230350
2010-07-01 7.67144348300794
2010-08-01 7.82442385036974
2010-09-01 7.89364892039734
2010-10-01 7.90718928658632
2010-11-01 7.97425282914119
2010-12-01 8.07122471529387
2011-01-01 8.10030316309499
2011-02-01 8.16480930130464
2011-03-01 8.22329360144711
2011-04-01 8.32208541070074
2011-05-01 8.40975968236755
2011-06-01 8.53256852532534
2011-07-01 8.56297837890302
2011-08-01 8.63190953683947
2011-09-01 8.68275539786520
2011-10-01 8.70913223927282
2011-11-01 8.69756898949072
2011-12-01 8.66889626514670
2012-01-01 8.80362227681435
2012-02-01 8.87135692398868
2012-03-01 8.91486565739528
2012-04-01 8.81825999106321
2012-05-01 8.69944614111640
2012-06-01 8.63601883877685
2012-07-01 8.65736064289357
2012-08-01 8.53914471624417
2012-09-01 8.57562736018248
2012-10-01 8.41233129846807
2012-11-01 8.31620742094254
2012-12-01 8.26992616809638
2013-01-01 8.20188724967167
2013-02-01 8.16641911772471
2013-03-01 8.10516524415253
2013-04-01 8.00594581940650
2013-05-01 8.09302094213651
2013-06-01 8.05607546505488
2013-07-01 7.95453682207050
2013-08-01 7.94539585123676
2013-09-01 7.87440653523362
2013-10-01 7.91785456564564
2013-11-01 7.81866337617840
2013-12-01 7.76847820580327
2014-01-01 7.50028652130148
2014-02-01 7.55305939041744
2014-03-01 7.50253046167531
2014-04-01 7.50408446630748
2014-05-01 7.38528018580768
2014-06-01 7.37473776715462
2014-07-01 7.36117410590844
2014-08-01 7.34981925305245
2014-09-01 7.27809619019611
2014-10-01 7.21799098233174
2014-11-01 7.20897252000874
2014-12-01 7.16611128615994
2015-01-01 7.19404800340693
2015-02-01 6.73764372283553
2015-03-01 6.70523521234854
2015-04-01 6.70770216677529
2015-05-01 6.48483530442851
2015-06-01 6.69319641122537
2015-07-01 6.37150073860059
2015-08-01 6.24562517208180
2015-09-01 6.17995869173725
2015-10-01 6.01507029298642
2015-11-01 5.89834695630929
2015-12-01 5.76357539877176
2016-01-01 4.99431560371649
2016-02-01 4.81856990975569
2016-03-01 4.81248772208135
2016-04-01 4.60935220898059
2016-05-01 4.68997830410054
2016-06-01 4.60246475043568
2016-07-01 4.68503477754682
2016-08-01 4.63116149145054
2016-09-01 4.68150473776637
2016-10-01 4.71039652952518
2016-11-01 4.79238932902393
2016-12-01 4.96068989405965
2017-01-01 4.89631762946920
2017-02-01 5.01247692021109
2017-03-01 5.02340765519819
2017-04-01 5.01353720725042
2017-05-01 5.09430517485476
2017-06-01 5.10908908610407
2017-07-01 5.08902974351109
2017-08-01 5.12465261269197
2017-09-01 5.07190023145506
2017-10-01 5.11119873353999
2017-11-01 5.08941470435316
2017-12-01 5.05581936202603
2018-01-01 5.10390370440794
2018-02-01 5.00629156474117
2018-03-01 4.93213089630811
2018-04-01 4.91320734883601
2018-05-01 4.89831415876983
2018-06-01 4.90830680897981
2018-07-01 4.89553944280040
2018-08-01 4.90850234457331
2018-09-01 4.96850093240866
2018-10-01 5.01399863915711
2018-11-01 4.98903756767099
2018-12-01 5.05931881676665
2019-01-01 5.01270443606686
2019-02-01 5.00025386132443
2019-03-01 5.03604375778657
2019-04-01 5.10896736552141
2019-05-01 5.09888701319180
2019-06-01 5.10892900128937
2019-07-01 5.19848267543660
2019-08-01 5.09511048286915
2019-09-01 5.06974352287647
2019-10-01 5.01786931888423
2019-11-01 5.09568482934391
2019-12-01 4.96608201313007
2020-01-01 4.91767350056829
2020-02-01 4.89703936233358
2020-03-01 4.83165271083409
2020-04-01 4.49495583160858
2020-05-01 3.79537843987993
2020-06-01 3.81028399193359
2020-07-01 3.99719782611422
2020-08-01 4.08915950254797
2020-09-01 4.08704330815192
2020-10-01 4.02286060048666
2020-11-01 3.99957666315917
2020-12-01 3.98005026631990
2021-01-01 3.91323771645039
2021-02-01 3.99227424942078
2021-03-01 4.01402442991321
2021-04-01 4.08741319182972
2021-05-01 3.98866234945548
2021-06-01 4.01653365761112
2021-07-01 3.99624178956302
2021-08-01 3.98991801408965
2021-09-01 4.10310844533552
2021-10-01 3.93051004248918
2021-11-01 4.00142529927406
2021-12-01 3.98533715475000
2022-01-01 4.01054267813605
2022-02-01 4.08614075821672
2022-03-01 4.09505249460602
2022-04-01 4.08002692108313
2022-05-01 4.18371181656923
2022-06-01 4.11944230561945
2022-07-01 4.19869464390668
2022-08-01 4.19631246847200
2022-09-01 4.22399627129510
2022-10-01 4.34077811072196
2022-11-01 4.29732359786195
2022-12-01 4.38816074802447
2023-01-01 4.40512464176245
2023-02-01 4.37744057093155
2023-03-01 4.37414570707970
2023-04-01 4.47911802648176
2023-05-01 4.47807108940035
2023-06-01 4.41966295114614
2023-07-01 4.50583681150050
2023-08-01 4.50967094244934
2023-09-01 4.44078103330146
2023-10-01 4.44055703081105
2023-11-01 4.49553943016312
2023-12-01 4.48647711176753
2024-01-01 4.49792474762045
2024-02-01 4.47593859535927
2024-03-01 4.46066679274102
2024-04-01 4.37725173391114
2024-05-01 4.37767005417717
2024-06-01 4.51638667968122
2024-07-01 4.41309372188988
2024-08-01 4.42068707563992
2024-09-01 4.45099495934963
2024-10-01 4.44010794729675
2024-11-01 4.49032416143972
2024-12-01 4.48519786174846
2025-01-01 4.49225647519957
2025-02-01 4.57490637488098
2025-03-01 4.65083055024914
2025-04-01 4.77903591694539
2025-05-01 4.57730623717966
2025-06-01 4.60900918407846
2025-07-01 4.52271718614327
2025-08-01 4.52862653549816
2025-09-01 4.55247940192737
2025-10-01 4.64056004370880
2025-11-01 4.58731331511993
2025-12-01 4.58462590380578
2026-01-01 4.59050282221544
2026-02-01 4.47738568662976
2026-03-01 4.54781538081073
2026-04-01 4.57973640703960
2026-05-01 4.68019475248756
2026-06-01 4.70019865815574
2026-07-01 4.73145372697516

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