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 2026-01-01
Last Updated 2026-04-10 11:57 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 16.29935089438840
1990-02-01 16.27134952094500
1990-03-01 16.25480786024350
1990-04-01 16.31770024872370
1990-05-01 16.30190959319990
1990-06-01 16.24386284945040
1990-07-01 15.91768437393050
1990-08-01 15.98287759343520
1990-09-01 15.91868412883340
1990-10-01 15.50836921348970
1990-11-01 15.35494049995650
1990-12-01 15.35125592845830
1991-01-01 14.99070608161660
1991-02-01 14.74177651553060
1991-03-01 14.54164613318010
1991-04-01 14.40962255106100
1991-05-01 14.19638984685080
1991-06-01 14.07041497233660
1991-07-01 14.11159645461380
1991-08-01 14.09511560700020
1991-09-01 13.94098048978060
1991-10-01 13.91748752623220
1991-11-01 13.55176144690380
1991-12-01 13.37254689037140
1992-01-01 13.67337470733210
1992-02-01 13.61435138523350
1992-03-01 13.62899130436160
1992-04-01 13.40289865682120
1992-05-01 13.39807891184860
1992-06-01 13.28886063155790
1992-07-01 13.20905849782730
1992-08-01 12.91092907820230
1992-09-01 12.76616669007300
1992-10-01 12.62358800585330
1992-11-01 12.63546982208460
1992-12-01 12.18928661483050
1993-01-01 12.05228697419240
1993-02-01 11.98558879378940
1993-03-01 11.90795726560730
1993-04-01 11.89798725745550
1993-05-01 11.80043503687990
1993-06-01 10.51835081054730
1993-07-01 10.38946135417050
1993-08-01 10.32249527772330
1993-09-01 10.39594374728550
1993-10-01 10.33838564656570
1993-11-01 10.32622544511550
1993-12-01 11.01165778114550
1994-01-01 10.82947614138790
1994-02-01 10.76179042496810
1994-03-01 10.48492410628380
1994-04-01 10.39257795216970
1994-05-01 10.30836436592570
1994-06-01 10.02667986875940
1994-07-01 9.99018792481781
1994-08-01 9.93546548490494
1994-09-01 9.81605181397912
1994-10-01 9.85243422561150
1994-11-01 9.80912360653111
1994-12-01 9.83397150118319
1995-01-01 9.90304752371970
1995-02-01 9.84021010847604
1995-03-01 9.86706299930254
1995-04-01 9.79137056549096
1995-05-01 9.71467771046384
1995-06-01 9.73693795554791
1995-07-01 9.59125914380859
1995-08-01 9.73996444719381
1995-09-01 9.63324335621108
1995-10-01 9.57220158348318
1995-11-01 9.49812633152472
1995-12-01 9.45430376282810
1996-01-01 9.27065614702578
1996-02-01 9.22121215301144
1996-03-01 9.24439412565027
1996-04-01 9.49695183459964
1996-05-01 9.52319496270872
1996-06-01 9.65012996150832
1996-07-01 9.69219360725467
1996-08-01 9.74324549534333
1996-09-01 9.64090273271167
1996-10-01 9.99099094677040
1996-11-01 9.98567135129403
1996-12-01 9.96713410096006
1997-01-01 10.03639164298340
1997-02-01 10.11173857624580
1997-03-01 10.12872314410220
1997-04-01 10.10551688345750
1997-05-01 10.13581744978170
1997-06-01 10.16026689329740
1997-07-01 10.18834002762110
1997-08-01 10.04550591119080
1997-09-01 10.14214364165590
1997-10-01 10.10622263954270
1997-11-01 10.18631806552520
1997-12-01 10.18185474861430
1998-01-01 10.31265726802710
1998-02-01 10.30157372746040
1998-03-01 10.30772138448410
1998-04-01 10.22177227159510
1998-05-01 10.14230458498500
1998-06-01 10.06560518202260
1998-07-01 10.07736007302920
1998-08-01 10.15051654032020
1998-09-01 10.13612085937700
1998-10-01 9.51206688744649
1998-11-01 9.60469021429787
1998-12-01 9.58818314235788
1999-01-01 9.70590841354359
1999-02-01 9.69383782043395
1999-03-01 9.59975028074384
1999-04-01 9.53247639322132
1999-05-01 9.54414379594737
1999-06-01 9.36734748787893
1999-07-01 9.05973146889319
1999-08-01 9.14528124267285
1999-09-01 9.13224504622206
1999-10-01 9.10562842574337
1999-11-01 9.02861548681384
1999-12-01 9.18531747828020
2000-01-01 8.81369211623975
2000-02-01 8.69315133955215
2000-03-01 8.69856648224371
2000-04-01 8.23599723773718
2000-05-01 8.14021909825553
2000-06-01 8.16590241612752
2000-07-01 8.44451555190584
2000-08-01 8.44159013479349
2000-09-01 8.43230306822615
2000-10-01 8.29528349746762
2000-11-01 8.24762441026998
2000-12-01 8.27549990411911
2001-01-01 8.22668196495278
2001-02-01 8.30554966309384
2001-03-01 8.40690797871491
2001-04-01 8.33141188620188
2001-05-01 8.45028228026762
2001-06-01 8.45252138808345
2001-07-01 8.42900952173404
2001-08-01 8.43780354848045
2001-09-01 8.43722607045408
2001-10-01 8.48825584315905
2001-11-01 8.45465965167012
2001-12-01 8.46434075685469
2002-01-01 8.54111236573739
2002-02-01 8.51804285329008
2002-03-01 8.31343461950949
2002-04-01 8.12316251575192
2002-05-01 8.15496309537122
2002-06-01 8.04030190569019
2002-07-01 7.40967136596248
2002-08-01 7.73459800832408
2002-09-01 7.63897945654021
2002-10-01 7.69136367695815
2002-11-01 7.56014407569994
2002-12-01 7.56439069495110
2003-01-01 7.45784382187465
2003-02-01 7.42783412071352
2003-03-01 7.41790883403611
2003-04-01 6.91056662329781
2003-05-01 6.84809256955264
2003-06-01 6.84156263635541
2003-07-01 6.89485244302469
2003-08-01 6.93092999653727
2003-09-01 6.93911976470548
2003-10-01 6.89686679462303
2003-11-01 6.96259932745002
2003-12-01 7.06519768853657
2004-01-01 6.96877298433994
2004-02-01 6.93669856502630
2004-03-01 6.91831681392243
2004-04-01 7.10438062723006
2004-05-01 7.14575857443123
2004-06-01 7.23995543660732
2004-07-01 7.37878674544367
2004-08-01 7.33294148544313
2004-09-01 7.13825425232379
2004-10-01 7.40564048831213
2004-11-01 7.45461525357342
2004-12-01 7.46359201557239
2005-01-01 7.47188085743692
2005-02-01 7.55357766455172
2005-03-01 7.12375821034908
2005-04-01 7.49810112888589
2005-05-01 7.44247481920481
2005-06-01 7.54262375773465
2005-07-01 7.46812540431294
2005-08-01 7.42758933965397
2005-09-01 7.43521706982566
2005-10-01 7.41079077357986
2005-11-01 7.44945975099629
2005-12-01 7.46380088102555
2006-01-01 7.48239749539909
2006-02-01 7.45913864205394
2006-03-01 7.52958836418963
2006-04-01 7.49800113742479
2006-05-01 7.53691159729487
2006-06-01 7.44783105195737
2006-07-01 7.46310060575834
2006-08-01 7.42290187286438
2006-09-01 7.42941671590427
2006-10-01 7.41320772310922
2006-11-01 7.34316184505002
2006-12-01 7.36980516505336
2007-01-01 7.38555092850471
2007-02-01 7.36083775632981
2007-03-01 7.43532941345047
2007-04-01 7.30294725004190
2007-05-01 7.42678874301671
2007-06-01 7.35110578673885
2007-07-01 7.46618496535666
2007-08-01 7.52043812670697
2007-09-01 7.42376859670266
2007-10-01 7.40927508293124
2007-11-01 7.44098619644551
2007-12-01 7.47135379548325
2008-01-01 7.48839316285852
2008-02-01 7.56274103422137
2008-03-01 7.53877008051947
2008-04-01 7.70989307771883
2008-05-01 7.72082159886823
2008-06-01 7.84868862705672
2008-07-01 7.86801701769714
2008-08-01 8.02045666268380
2008-09-01 8.01561940411449
2008-10-01 8.10972809887493
2008-11-01 8.13958610040838
2008-12-01 8.17065603993457
2009-01-01 7.98934927912653
2009-02-01 7.96631981019800
2009-03-01 7.63797129706248
2009-04-01 7.81413296594613
2009-05-01 7.71817921629801
2009-06-01 7.64722995671789
2009-07-01 7.57239123552872
2009-08-01 7.51901768662499
2009-09-01 7.50391647772072
2009-10-01 7.50793638736682
2009-11-01 7.55657582298177
2009-12-01 7.47290145526818
2010-01-01 7.59619269123182
2010-02-01 7.55936284281699
2010-03-01 7.63211149764893
2010-04-01 7.61941016866270
2010-05-01 7.71483409862371
2010-06-01 7.73961152467275
2010-07-01 7.67124322447189
2010-08-01 7.82439507381676
2010-09-01 7.89377211350497
2010-10-01 7.90719201904465
2010-11-01 7.97424065549029
2010-12-01 8.07206353834037
2011-01-01 8.10001354801078
2011-02-01 8.16474899009186
2011-03-01 8.22297147472116
2011-04-01 8.32206833958278
2011-05-01 8.40968791580514
2011-06-01 8.53252365377032
2011-07-01 8.56279015901833
2011-08-01 8.63193512150992
2011-09-01 8.68301297524966
2011-10-01 8.70920705079356
2011-11-01 8.69764964298667
2011-12-01 8.66954938170642
2012-01-01 8.80319101572350
2012-02-01 8.87122848473323
2012-03-01 8.91445685956451
2012-04-01 8.81826141334615
2012-05-01 8.69941607219228
2012-06-01 8.63600163161584
2012-07-01 8.65726792589073
2012-08-01 8.53922325332704
2012-09-01 8.57594029709803
2012-10-01 8.41248622008956
2012-11-01 8.31640360164363
2012-12-01 8.27035324693385
2013-01-01 8.20115969821700
2013-02-01 8.16636648101853
2013-03-01 8.10477533561025
2013-04-01 8.00596115593832
2013-05-01 8.09307296934771
2013-06-01 8.05608405282048
2013-07-01 7.95453550848943
2013-08-01 7.94549716652155
2013-09-01 7.87472576193762
2013-10-01 7.91802515591103
2013-11-01 7.81886736265904
2013-12-01 7.76881372944847
2014-01-01 7.49943060043671
2014-02-01 7.55298710600989
2014-03-01 7.50220717542833
2014-04-01 7.50411054111256
2014-05-01 7.38539349629221
2014-06-01 7.37475156634580
2014-07-01 7.36124818181817
2014-08-01 7.34994105532965
2014-09-01 7.27834924281178
2014-10-01 7.21815706196029
2014-11-01 7.20918034292494
2014-12-01 7.16645661138909
2015-01-01 7.19289852896181
2015-02-01 6.73766986100556
2015-03-01 6.70503186648300
2015-04-01 6.70772551188699
2015-05-01 6.48496484965841
2015-06-01 6.69321788253706
2015-07-01 6.37158665347311
2015-08-01 6.24574174599977
2015-09-01 6.18014888505861
2015-10-01 6.01522113158262
2015-11-01 5.89850405363373
2015-12-01 5.76382900487568
2016-01-01 4.99354918595146
2016-02-01 4.81855937791603
2016-03-01 4.81236085553836
2016-04-01 4.60932135303586
2016-05-01 4.69004824938004
2016-06-01 4.60247814418771
2016-07-01 4.68500140789073
2016-08-01 4.63134107727976
2016-09-01 4.68173212496953
2016-10-01 4.71062980121987
2016-11-01 4.79252056637566
2016-12-01 4.96089877803549
2017-01-01 4.89555703826552
2017-02-01 5.01246566994900
2017-03-01 5.02316460684425
2017-04-01 5.01327564143212
2017-05-01 5.09438434914473
2017-06-01 5.10910736698550
2017-07-01 5.08869667383632
2017-08-01 5.12498301165642
2017-09-01 5.07276204530580
2017-10-01 5.11155291119210
2017-11-01 5.08958759068106
2017-12-01 5.05601400766361
2018-01-01 5.10304867487099
2018-02-01 5.00624809573980
2018-03-01 4.93193900707526
2018-04-01 4.91202867452859
2018-05-01 4.89851999760045
2018-06-01 4.90845133141189
2018-07-01 4.89488021067276
2018-08-01 4.90866695383661
2018-09-01 4.97015025645409
2018-10-01 5.01553415907328
2018-11-01 4.98886974353495
2018-12-01 5.05933703447304
2019-01-01 5.01165787590968
2019-02-01 5.00009964817890
2019-03-01 5.03568592882922
2019-04-01 5.10660607097720
2019-05-01 5.09948283342892
2019-06-01 5.10916124830754
2019-07-01 5.19757151276630
2019-08-01 5.09512685968107
2019-09-01 5.07224237875810
2019-10-01 5.02058565517846
2019-11-01 5.09523952380449
2019-12-01 4.96596340244939
2020-01-01 4.91656108595667
2020-02-01 4.89669796284404
2020-03-01 4.83110118422243
2020-04-01 4.49182085842053
2020-05-01 3.79583034469360
2020-06-01 3.81091082146724
2020-07-01 3.99630134220579
2020-08-01 4.08896935010415
2020-09-01 4.08937648640533
2020-10-01 4.02621721495770
2020-11-01 3.99924511955204
2020-12-01 3.97995986094071
2021-01-01 3.91238831326389
2021-02-01 3.99187986767837
2021-03-01 4.01344431238966
2021-04-01 4.08234600970457
2021-05-01 3.98922357007169
2021-06-01 4.01808835183380
2021-07-01 3.99526611713614
2021-08-01 3.98985449240253
2021-09-01 4.10596272474323
2021-10-01 3.93451159612430
2021-11-01 4.00175673729863
2021-12-01 3.98538734006339
2022-01-01 4.00983522759411
2022-02-01 4.08516092813699
2022-03-01 4.09422457696242
2022-04-01 4.07161867499221
2022-05-01 4.18436624994871
2022-06-01 4.12283805899543
2022-07-01 4.19579556714719
2022-08-01 4.19758547411553
2022-09-01 4.22814161310997
2022-10-01 4.34703354133696
2022-11-01 4.29881111980160
2022-12-01 4.38872138973838
2023-01-01 4.40526117239060
2023-02-01 4.37376302758794
2023-03-01 4.37187253357410
2023-04-01 4.46360879272808
2023-05-01 4.48096969922289
2023-06-01 4.42497953841944
2023-07-01 4.50094532799337
2023-08-01 4.51348148170005
2023-09-01 4.44741527560176
2023-10-01 4.44863158597256
2023-11-01 4.49879946715861
2023-12-01 4.48774590312927
2024-01-01 4.49881401804736
2024-02-01 4.46848414748542
2024-03-01 4.45551525247379
2024-04-01 4.35708812140413
2024-05-01 4.38233691550698
2024-06-01 4.52438870401404
2024-07-01 4.40570777561873
2024-08-01 4.42720015744880
2024-09-01 4.46011179090933
2024-10-01 4.44989964198208
2024-11-01 4.49516571423561
2024-12-01 4.48721405716482
2025-01-01 4.49382240976129
2025-02-01 4.56350734157379
2025-03-01 4.64320781244783
2025-04-01 4.75071281946339
2025-05-01 4.58432805287910
2025-06-01 4.62005970631727
2025-07-01 4.51337469036212
2025-08-01 4.53734692363653
2025-09-01 4.56422181814689
2025-10-01 4.65186457069127
2025-11-01 4.59332853761424
2025-12-01 4.58691704945583
2026-01-01 4.59191965348726

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