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 2025-12-01
Last Updated 2026-01-28 2:17 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 16.29896229100970
1990-02-01 16.27133922775970
1990-03-01 16.25514617715860
1990-04-01 16.31829559256640
1990-05-01 16.30262287025610
1990-06-01 16.24193013691100
1990-07-01 15.91606317130180
1990-08-01 15.98168835227320
1990-09-01 15.91802304489510
1990-10-01 15.50990443712140
1990-11-01 15.36055120950950
1990-12-01 15.34813624190500
1991-01-01 14.99026948962090
1991-02-01 14.74175239171690
1991-03-01 14.54199036133630
1991-04-01 14.41029349286870
1991-05-01 14.19731596356090
1991-06-01 14.06830578126480
1991-07-01 14.11015850251460
1991-08-01 14.09410742758660
1991-09-01 13.94048331816120
1991-10-01 13.91884680648930
1991-11-01 13.55641017637080
1991-12-01 13.36997986660450
1992-01-01 13.67291627314590
1992-02-01 13.61434445903840
1992-03-01 13.62939839457020
1992-04-01 13.40370694190060
1992-05-01 13.39931437473080
1992-06-01 13.28658257203060
1992-07-01 13.20746763859320
1992-08-01 12.90992236146350
1992-09-01 12.76587355933390
1992-10-01 12.62475563659110
1992-11-01 12.63941095392580
1992-12-01 12.18728021046220
1993-01-01 12.05172594748430
1993-02-01 11.98570586528060
1993-03-01 11.90857296517670
1993-04-01 11.89876492115320
1993-05-01 11.80155053818430
1993-06-01 10.51652008693950
1993-07-01 10.38804000571870
1993-08-01 10.32156226650060
1993-09-01 10.39577764415990
1993-10-01 10.33947601792530
1993-11-01 10.32867488067470
1993-12-01 11.01041245499390
1994-01-01 10.82899782932780
1994-02-01 10.76204847350380
1994-03-01 10.48566654126570
1994-04-01 10.39327064686000
1994-05-01 10.30932395746560
1994-06-01 10.02497505815590
1994-07-01 9.98855295656889
1994-08-01 9.93431365876827
1994-09-01 9.81592621888419
1994-10-01 9.85368239483830
1994-11-01 9.81084342552302
1994-12-01 9.83337198254862
1995-01-01 9.90273869639638
1995-02-01 9.84063729473959
1995-03-01 9.86795099004457
1995-04-01 9.79192030038653
1995-05-01 9.71523843253127
1995-06-01 9.73548328413272
1995-07-01 9.58966441462518
1995-08-01 9.73852096323493
1995-09-01 9.63265332891278
1995-10-01 9.57396867266986
1995-11-01 9.49925501791414
1995-12-01 9.45429826750875
1996-01-01 9.27067781126872
1996-02-01 9.22175867625626
1996-03-01 9.24520568974537
1996-04-01 9.49730165000835
1996-05-01 9.52335392884122
1996-06-01 9.64906130338556
1996-07-01 9.69052318651970
1996-08-01 9.74146874949686
1996-09-01 9.63979076912470
1996-10-01 9.99316906200323
1996-11-01 9.98677809698298
1996-12-01 9.96757193960551
1997-01-01 10.03681891055100
1997-02-01 10.11258342737360
1997-03-01 10.12967667764970
1997-04-01 10.10529953756130
1997-05-01 10.13555061172940
1997-06-01 10.15932739469700
1997-07-01 10.18687702150360
1997-08-01 10.04341706585480
1997-09-01 10.14034126946710
1997-10-01 10.10872253022090
1997-11-01 10.18751661038170
1997-12-01 10.18276067217820
1998-01-01 10.31362828314340
1998-02-01 10.30265038155780
1998-03-01 10.30853826161380
1998-04-01 10.22086696744610
1998-05-01 10.14172351882900
1998-06-01 10.06446131075230
1998-07-01 10.07619464197870
1998-08-01 10.14844397692860
1998-09-01 10.13429841544820
1998-10-01 9.51428492014484
1998-11-01 9.60606299210174
1998-12-01 9.58897934757980
1999-01-01 9.70665329040175
1999-02-01 9.69700325820619
1999-03-01 9.60046200848432
1999-04-01 9.52953171129881
1999-05-01 9.54358154385779
1999-06-01 9.36594889092519
1999-07-01 9.05919861745269
1999-08-01 9.14278944245693
1999-09-01 9.12967693008992
1999-10-01 9.11046601522445
1999-11-01 9.02917132418854
1999-12-01 9.18552456856245
2000-01-01 8.81411965459952
2000-02-01 8.69800483214769
2000-03-01 8.69926362678689
2000-04-01 8.23198456122155
2000-05-01 8.13987246181052
2000-06-01 8.16448599189240
2000-07-01 8.44394143827569
2000-08-01 8.43848863165743
2000-09-01 8.42930374215194
2000-10-01 8.30186511572908
2000-11-01 8.24743772063322
2000-12-01 8.27499341209173
2001-01-01 8.22678836646991
2001-02-01 8.31218712276943
2001-03-01 8.40782400376667
2001-04-01 8.32638844841188
2001-05-01 8.45114101233232
2001-06-01 8.45282025461517
2001-07-01 8.42367668244291
2001-08-01 8.43656808431759
2001-09-01 8.43024984132456
2001-10-01 8.49859146512358
2001-11-01 8.45426589588811
2001-12-01 8.46360173533976
2002-01-01 8.54110016771505
2002-02-01 8.52520414232866
2002-03-01 8.31475314221208
2002-04-01 8.11846045193323
2002-05-01 8.15585863263721
2002-06-01 8.04575164889880
2002-07-01 7.39935217187269
2002-08-01 7.73496295649114
2002-09-01 7.62948834959950
2002-10-01 7.70152777283831
2002-11-01 7.56028973075206
2002-12-01 7.56392266801532
2003-01-01 7.45777312124690
2003-02-01 7.43416097383484
2003-03-01 7.41933903358343
2003-04-01 6.90693124742739
2003-05-01 6.84914314502556
2003-06-01 6.85096087644536
2003-07-01 6.88030466205282
2003-08-01 6.93260535963493
2003-09-01 6.92723788596018
2003-10-01 6.90668200622240
2003-11-01 6.96311531430279
2003-12-01 7.06524565590313
2004-01-01 6.96898880833118
2004-02-01 6.94116977255455
2004-03-01 6.91969315741531
2004-04-01 7.10169092859031
2004-05-01 7.14611939518834
2004-06-01 7.25418021922975
2004-07-01 7.36169993077471
2004-08-01 7.33452142317579
2004-09-01 7.12604313463278
2004-10-01 7.41337507703928
2004-11-01 7.45562775691130
2004-12-01 7.46419080014153
2005-01-01 7.47259131949769
2005-02-01 7.55662290565652
2005-03-01 7.12485925221487
2005-04-01 7.49651681654173
2005-05-01 7.44291927017130
2005-06-01 7.55880551109824
2005-07-01 7.45096570896628
2005-08-01 7.43017558348006
2005-09-01 7.42307374543229
2005-10-01 7.41570171012725
2005-11-01 7.45076834408583
2005-12-01 7.46508894998716
2006-01-01 7.48325931180526
2006-02-01 7.46022376429151
2006-03-01 7.53035342462792
2006-04-01 7.49711871137668
2006-05-01 7.53624527502904
2006-06-01 7.46327204573508
2006-07-01 7.45020984525481
2006-08-01 7.42431960291742
2006-09-01 7.42100607719695
2006-10-01 7.41443621001727
2006-11-01 7.34418453092132
2006-12-01 7.37120255551533
2007-01-01 7.38623426156862
2007-02-01 7.36138216833079
2007-03-01 7.43558689331317
2007-04-01 7.30218890973646
2007-05-01 7.42615929709540
2007-06-01 7.36188736098335
2007-07-01 7.45911732626539
2007-08-01 7.52078536557478
2007-09-01 7.41879339061124
2007-10-01 7.40930676589942
2007-11-01 7.44117070837448
2007-12-01 7.47249525044550
2008-01-01 7.48878808292153
2008-02-01 7.56294820382298
2008-03-01 7.53870635851370
2008-04-01 7.70912335676897
2008-05-01 7.72003230002526
2008-06-01 7.85506991581174
2008-07-01 7.86634363104590
2008-08-01 8.01945483971293
2008-09-01 8.01403321451616
2008-10-01 8.10872776908958
2008-11-01 8.13909633448819
2008-12-01 8.17132727407055
2009-01-01 7.98961319158879
2009-02-01 7.96629070122218
2009-03-01 7.63780498251925
2009-04-01 7.81386550290916
2009-05-01 7.71821328163107
2009-06-01 7.64925216593856
2009-07-01 7.57232146408970
2009-08-01 7.51908607544572
2009-09-01 7.50315917958454
2009-10-01 7.50731309626707
2009-11-01 7.55618540845738
2009-12-01 7.47330876161525
2010-01-01 7.59612987090398
2010-02-01 7.55928244718298
2010-03-01 7.63216826759789
2010-04-01 7.61917838388078
2010-05-01 7.71477303426091
2010-06-01 7.74061938089446
2010-07-01 7.67134623358557
2010-08-01 7.82453124481259
2010-09-01 7.89334379395650
2010-10-01 7.90683855406633
2010-11-01 7.97391185810783
2010-12-01 8.07219494158264
2011-01-01 8.10010816112216
2011-02-01 8.16465859439495
2011-03-01 8.22329311494835
2011-04-01 8.32198837090255
2011-05-01 8.40974535419250
2011-06-01 8.53263831396834
2011-07-01 8.56305770185713
2011-08-01 8.63192336522969
2011-09-01 8.68263961928779
2011-10-01 8.70898691340479
2011-11-01 8.69741614151292
2011-12-01 8.66945119493423
2012-01-01 8.80342284464900
2012-02-01 8.87134695541988
2012-03-01 8.91491962956003
2012-04-01 8.81820423622185
2012-05-01 8.69943579153123
2012-06-01 8.63603962138647
2012-07-01 8.65739593868293
2012-08-01 8.53914592111551
2012-09-01 8.57555777397616
2012-10-01 8.41228390416138
2012-11-01 8.31617468642480
2012-12-01 8.26997708861750
2013-01-01 8.20172071659140
2013-02-01 8.16654990410313
2013-03-01 8.10526217671063
2013-04-01 8.00594655940823
2013-05-01 8.09305760934960
2013-06-01 8.05611150919518
2013-07-01 7.95454868299222
2013-08-01 7.94538975925219
2013-09-01 7.87434514728340
2013-10-01 7.91780877893483
2013-11-01 7.81861972254239
2013-12-01 7.76844093335713
2014-01-01 7.50007227882881
2014-02-01 7.55324109231361
2014-03-01 7.50263141872519
2014-04-01 7.50410272338955
2014-05-01 7.38533839453545
2014-06-01 7.37480969698279
2014-07-01 7.36119061132530
2014-08-01 7.34979787572212
2014-09-01 7.27803301090336
2014-10-01 7.21792794094495
2014-11-01 7.20889703189366
2014-12-01 7.16602719661100
2015-01-01 7.19403742612881
2015-02-01 6.73774534464801
2015-03-01 6.70525540925000
2015-04-01 6.70769496498297
2015-05-01 6.48488535815855
2015-06-01 6.69329845152398
2015-07-01 6.37154228362930
2015-08-01 6.24562431797395
2015-09-01 6.17991035212923
2015-10-01 6.01499580944749
2015-11-01 5.89825218296523
2015-12-01 5.76344810809214
2016-01-01 4.99442533856922
2016-02-01 4.81856826611877
2016-03-01 4.81248489143883
2016-04-01 4.60937701379170
2016-05-01 4.68999572977519
2016-06-01 4.60245306893322
2016-07-01 4.68552016527585
2016-08-01 4.63100509688462
2016-09-01 4.68129665699527
2016-10-01 4.71012177259548
2016-11-01 4.79250991157166
2016-12-01 4.96038508198584
2017-01-01 4.89653317688385
2017-02-01 5.01239694252247
2017-03-01 5.02341122369981
2017-04-01 5.01398834139229
2017-05-01 5.09421345999523
2017-06-01 5.10893690310763
2017-07-01 5.09005687510997
2017-08-01 5.12439411978493
2017-09-01 5.07137952467958
2017-10-01 5.11046909781411
2017-11-01 5.08956259063555
2017-12-01 5.05525410768056
2018-01-01 5.10437013972806
2018-02-01 5.00599951587729
2018-03-01 4.93178796996404
2018-04-01 4.91560060576633
2018-05-01 4.89773282300976
2018-06-01 4.90772803227286
2018-07-01 4.89700910002921
2018-08-01 4.90849027839321
2018-09-01 4.96765977831705
2018-10-01 5.01136265376999
2018-11-01 4.98968475602255
2018-12-01 5.05873565516185
2019-01-01 5.01341623114653
2019-02-01 4.99996492230374
2019-03-01 5.03595580198190
2019-04-01 5.11433142600343
2019-05-01 5.09619849241684
2019-06-01 5.10854910998519
2019-07-01 5.20010680467997
2019-08-01 5.09510917629644
2019-09-01 5.06826211072983
2019-10-01 5.01315908740634
2019-11-01 5.09638511860428
2019-12-01 4.96576905432132
2020-01-01 4.91898154326526
2020-02-01 4.89738260348022
2020-03-01 4.83220822801759
2020-04-01 4.50387167184875
2020-05-01 3.79145842737086
2020-06-01 3.80951778687122
2020-07-01 3.99756796303419
2020-08-01 4.08815655620114
2020-09-01 4.08472820016399
2020-10-01 4.01733258458591
2020-11-01 4.00053240163757
2020-12-01 3.98058018037306
2021-01-01 3.91536673105297
2021-02-01 3.99422964664155
2021-03-01 4.01634535327647
2021-04-01 4.09880582879487
2021-05-01 3.98273731767812
2021-06-01 4.01445666662372
2021-07-01 3.99404437847016
2021-08-01 3.98682137731564
2021-09-01 4.09839244956558
2021-10-01 3.92254822873284
2021-11-01 4.00530714625393
2021-12-01 3.98919525689226
2022-01-01 4.01055502600385
2022-02-01 4.09209919481151
2022-03-01 4.10177312239425
2022-04-01 4.09645663010467
2022-05-01 4.17374431702515
2022-06-01 4.11546524289565
2022-07-01 4.18875918086255
2022-08-01 4.18908258590934
2022-09-01 4.21883380060958
2022-10-01 4.32867341260976
2022-11-01 4.30658087040307
2022-12-01 4.39766363733106
2023-01-01 4.40435586299692
2023-02-01 4.38782857534796
2023-03-01 4.38709489954358
2023-04-01 4.49815206377469
2023-05-01 4.46563221028421
2023-06-01 4.41278910909714
2023-07-01 4.48502112694724
2023-08-01 4.49677018424068
2023-09-01 4.43529747244521
2023-10-01 4.42678470113471
2023-11-01 4.51138432582459
2023-12-01 4.50301974819580
2024-01-01 4.49521173004167
2024-02-01 4.49011836909053
2024-03-01 4.47843523673626
2024-04-01 4.39711756424133
2024-05-01 4.36410578608300
2024-06-01 4.50714040895261
2024-07-01 4.38178715642677
2024-08-01 4.40290169958841
2024-09-01 4.44695214387818
2024-10-01 4.42665176005138
2024-11-01 4.41070818371939
2024-12-01 4.40705833558016
2025-01-01 4.49052820063670
2025-02-01 4.49119794825362
2025-03-01 4.57310714067094
2025-04-01 4.29787149973654
2025-05-01 4.36599845931502
2025-06-01 4.39841520079606
2025-07-01 4.38276846410798
2025-08-01 4.30661134739549
2025-09-01 4.34636945959731
2025-10-01 4.42603367177320
2025-11-01 4.41237510705359
2025-12-01 4.41170462407380

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