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 2026-06-01
Last Updated 2026-07-22 9:59 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 16.29903787024430
1990-02-01 16.27116236697220
1990-03-01 16.25475761705800
1990-04-01 16.31777020779920
1990-05-01 16.30205356676430
1990-06-01 16.24302563916000
1990-07-01 15.91699705755340
1990-08-01 15.98254983288150
1990-09-01 15.91849785173430
1990-10-01 15.50935593641290
1990-11-01 15.35822782938190
1990-12-01 15.34929513743010
1991-01-01 14.99035444564740
1991-02-01 14.74158464665350
1991-03-01 14.54160844956650
1991-04-01 14.40973573429860
1991-05-01 14.19663695327970
1991-06-01 14.06954078011330
1991-07-01 14.11100573826940
1991-08-01 14.09484846514380
1991-09-01 13.94087203735800
1991-10-01 13.91837075169430
1991-11-01 13.55449325269680
1991-12-01 13.37092901562810
1992-01-01 13.67299487324880
1992-02-01 13.61415610705650
1992-03-01 13.62897659582100
1992-04-01 13.40307495296740
1992-05-01 13.39846333255810
1992-06-01 13.28795315980350
1992-07-01 13.20844910620130
1992-08-01 12.91065539264070
1992-09-01 12.76614173356680
1992-10-01 12.62435017087270
1992-11-01 12.63778333628140
1992-12-01 12.18801315125470
1993-01-01 12.05185497117860
1993-02-01 11.98544147956170
1993-03-01 11.90803304499680
1993-04-01 11.89816927307590
1993-05-01 11.80080760369480
1993-06-01 10.51765216185640
1993-07-01 10.38894788975340
1993-08-01 10.32222760247070
1993-09-01 10.39597958196300
1993-10-01 10.33902159196240
1993-11-01 10.32765845975160
1993-12-01 11.01084617741780
1994-01-01 10.82909727779280
1994-02-01 10.76170649291300
1994-03-01 10.48506391090840
1994-04-01 10.39275178315960
1994-05-01 10.30870496184490
1994-06-01 10.02605493186400
1994-07-01 9.98962232786228
1994-08-01 9.93510245318102
1994-09-01 9.81610982056298
1994-10-01 9.85307950784926
1994-11-01 9.81010007414059
1994-12-01 9.83352544447538
1995-01-01 9.90276872473933
1995-02-01 9.84021970802577
1995-03-01 9.86727557756804
1995-04-01 9.79150670426669
1995-05-01 9.71488864809948
1995-06-01 9.73642745518438
1995-07-01 9.59072108822961
1995-08-01 9.73948755105801
1995-09-01 9.63315500493501
1995-10-01 9.57295790454963
1995-11-01 9.49868093958240
1995-12-01 9.45418151050779
1996-01-01 9.27056857381567
1996-02-01 9.22131240153311
1996-03-01 9.24461034779262
1996-04-01 9.49702864516804
1996-05-01 9.52324975723393
1996-06-01 9.64974936659677
1996-07-01 9.69166531664338
1996-08-01 9.74263106469201
1996-09-01 9.64061670982681
1996-10-01 9.99183978874164
1996-11-01 9.98611377111829
1996-12-01 9.96722772690746
1997-01-01 10.03646879407910
1997-02-01 10.11197071597340
1997-03-01 10.12905036291290
1997-04-01 10.10533764478370
1997-05-01 10.13576860129050
1997-06-01 10.15990789546910
1997-07-01 10.18795660942490
1997-08-01 10.04476942680970
1997-09-01 10.14159002614880
1997-10-01 10.10711113459600
1997-11-01 10.18670693149880
1997-12-01 10.18214850965920
1998-01-01 10.31290864211160
1998-02-01 10.30188729120390
1998-03-01 10.30806069980650
1998-04-01 10.22133145200740
1998-05-01 10.14224819506650
1998-06-01 10.06519781408730
1998-07-01 10.07716310481610
1998-08-01 10.14977176126100
1998-09-01 10.13551070912380
1998-10-01 9.51275498305789
1998-11-01 9.60509477750271
1998-12-01 9.58852918532499
1999-01-01 9.70625513940427
1999-02-01 9.69417224700151
1999-03-01 9.60012637496504
1999-04-01 9.53169801037784
1999-05-01 9.54414580447793
1999-06-01 9.36687097710103
1999-07-01 9.05988564330096
1999-08-01 9.14465434889412
1999-09-01 9.13166270754656
1999-10-01 9.10613874627531
1999-11-01 9.02899187640756
1999-12-01 9.18566150195747
2000-01-01 8.81405228943827
2000-02-01 8.69346054612337
2000-03-01 8.69894167560900
2000-04-01 8.23509003213167
2000-05-01 8.14020556382450
2000-06-01 8.16549489653323
2000-07-01 8.44487783025945
2000-08-01 8.44112386831905
2000-09-01 8.43190617878323
2000-10-01 8.29552522652727
2000-11-01 8.24790822023249
2000-12-01 8.27577101540757
2001-01-01 8.22700137816128
2001-02-01 8.30583727415392
2001-03-01 8.40739200949372
2001-04-01 8.33027084783853
2001-05-01 8.45025633287592
2001-06-01 8.45211497276013
2001-07-01 8.42958108208228
2001-08-01 8.43744089151486
2001-09-01 8.43695872103843
2001-10-01 8.48836785708253
2001-11-01 8.45484228336807
2001-12-01 8.46454548600983
2002-01-01 8.54138826590431
2002-02-01 8.51829777814845
2002-03-01 8.31394921423465
2002-04-01 8.12211435058556
2002-05-01 8.15485742983681
2002-06-01 8.03998515459984
2002-07-01 7.41017422945603
2002-08-01 7.73439586406481
2002-09-01 7.63888217545733
2002-10-01 7.69135841582193
2002-11-01 7.56021942576273
2002-12-01 7.56451055175692
2003-01-01 7.45802460509366
2003-02-01 7.42799705794966
2003-03-01 7.41836909294996
2003-04-01 6.90981273550439
2003-05-01 6.84796791957622
2003-06-01 6.84134685250248
2003-07-01 6.89529278277833
2003-08-01 6.93081300346718
2003-09-01 6.93906945054983
2003-10-01 6.89685863737175
2003-11-01 6.96262357039793
2003-12-01 7.06525158289408
2004-01-01 6.96887315720198
2004-02-01 6.93679832224958
2004-03-01 6.91868563447426
2004-04-01 7.10386141553095
2004-05-01 7.14558896061082
2004-06-01 7.23980338533265
2004-07-01 7.37909959785098
2004-08-01 7.33291397709717
2004-09-01 7.13824423907812
2004-10-01 7.40563569176743
2004-11-01 7.45460663863578
2004-12-01 7.46359039607416
2005-01-01 7.47191914178235
2005-02-01 7.55363529137814
2005-03-01 7.12405683362432
2005-04-01 7.49776513613321
2005-05-01 7.44234396544432
2005-06-01 7.54251544611543
2005-07-01 7.46833539935919
2005-08-01 7.42761864119810
2005-09-01 7.43524071831562
2005-10-01 7.41081347261691
2005-11-01 7.44947059959453
2005-12-01 7.46358809759882
2006-01-01 7.48242517482504
2006-02-01 7.45917963423420
2006-03-01 7.52977956606044
2006-04-01 7.49787702484753
2006-05-01 7.53683862384071
2006-06-01 7.44779282660433
2006-07-01 7.46319506281212
2006-08-01 7.42300053080469
2006-09-01 7.42947519167704
2006-10-01 7.41326178698424
2006-11-01 7.34320810519614
2006-12-01 7.36932182462766
2007-01-01 7.38560121669702
2007-02-01 7.36088114932332
2007-03-01 7.43541713202388
2007-04-01 7.30293398568302
2007-05-01 7.42678923796858
2007-06-01 7.35111324056734
2007-07-01 7.46631809247299
2007-08-01 7.52054291326727
2007-09-01 7.42383356349916
2007-10-01 7.40934946699662
2007-11-01 7.44106737364153
2007-12-01 7.47058457990794
2008-01-01 7.48847688453344
2008-02-01 7.56281741175388
2008-03-01 7.53882826302221
2008-04-01 7.70992783926208
2008-05-01 7.72087482627644
2008-06-01 7.84873967349557
2008-07-01 7.86819009185764
2008-08-01 8.02056491853565
2008-09-01 8.01567784856658
2008-10-01 8.10979689932295
2008-11-01 8.13967224748384
2008-12-01 8.16968838955419
2009-01-01 7.98944344337393
2009-02-01 7.96640199397674
2009-03-01 7.63808893366181
2009-04-01 7.81418789125676
2009-05-01 7.71824523893574
2009-06-01 7.64729369302051
2009-07-01 7.57260543112099
2009-08-01 7.51908990053953
2009-09-01 7.50389159063830
2009-10-01 7.50798389458046
2009-11-01 7.55665373215978
2009-12-01 7.47200096234707
2010-01-01 7.59630123205553
2010-02-01 7.55945844631384
2010-03-01 7.63233217689308
2010-04-01 7.61944996032221
2010-05-01 7.71490914954771
2010-06-01 7.73967797619786
2010-07-01 7.67144312528541
2010-08-01 7.82442362963814
2010-09-01 7.89364715235551
2010-10-01 7.90718925117510
2010-11-01 7.97425243204789
2010-12-01 8.07122376758731
2011-01-01 8.10030151990321
2011-02-01 8.16480928743001
2011-03-01 8.22329680212155
2011-04-01 8.32208764286762
2011-05-01 8.40975996191923
2011-06-01 8.53256879789345
2011-07-01 8.56297877730136
2011-08-01 8.63191034380861
2011-09-01 8.68275317227981
2011-10-01 8.70913181261068
2011-11-01 8.69756694908341
2011-12-01 8.66889379998321
2012-01-01 8.80361906579482
2012-02-01 8.87135628609274
2012-03-01 8.91486913400066
2012-04-01 8.81826519267425
2012-05-01 8.69944702633426
2012-06-01 8.63601961238166
2012-07-01 8.65736291654013
2012-08-01 8.53914810270882
2012-09-01 8.57562708438899
2012-10-01 8.41233126895359
2012-11-01 8.31620363608231
2012-12-01 8.26991951293585
2013-01-01 8.20186587742369
2013-02-01 8.16642359265350
2013-03-01 8.10517614712800
2013-04-01 8.00595460405868
2013-05-01 8.09302396133558
2013-06-01 8.05607431081775
2013-07-01 7.95454272871811
2013-08-01 7.94540258588071
2013-09-01 7.87441036272416
2013-10-01 7.91785664992657
2013-11-01 7.81865712019843
2013-12-01 7.76846038972479
2014-01-01 7.50024718055425
2014-02-01 7.55306629020081
2014-03-01 7.50254956303212
2014-04-01 7.50410054860186
2014-05-01 7.38528732114152
2014-06-01 7.37473318652644
2014-07-01 7.36118219611914
2014-08-01 7.34983033467455
2014-09-01 7.27810369124729
2014-10-01 7.21799651025091
2014-11-01 7.20897323468593
2014-12-01 7.16610082763154
2015-01-01 7.19392991967241
2015-02-01 6.73767101221607
2015-03-01 6.70527244527021
2015-04-01 6.70772824708757
2015-05-01 6.48484724167110
2015-06-01 6.69318940207040
2015-07-01 6.37150487009148
2015-08-01 6.24563204913916
2015-09-01 6.17996805096107
2015-10-01 6.01508160781189
2015-11-01 5.89835547884392
2015-12-01 5.76357241327441
2016-01-01 4.99418649340832
2016-02-01 4.81859814442644
2016-03-01 4.81252053648072
2016-04-01 4.60937699688899
2016-05-01 4.68999971032872
2016-06-01 4.60247790480819
2016-07-01 4.68499684368586
2016-08-01 4.63117968924306
2016-09-01 4.68152001020366
2016-10-01 4.71041144535613
2016-11-01 4.79239548115713
2016-12-01 4.96069683475631
2017-01-01 4.89614007453886
2017-02-01 5.01250483906267
2017-03-01 5.02343885273634
2017-04-01 5.01357230244083
2017-05-01 5.09436112037695
2017-06-01 5.10915619793965
2017-07-01 5.08894630905253
2017-08-01 5.12467744271965
2017-09-01 5.07190792350100
2017-10-01 5.11121373861546
2017-11-01 5.08942334754231
2017-12-01 5.05583885144623
2018-01-01 5.10362969827132
2018-02-01 5.00633677081205
2018-03-01 4.93220833185554
2018-04-01 4.91308483364328
2018-05-01 4.89849512611286
2018-06-01 4.90848767213614
2018-07-01 4.89544856499835
2018-08-01 4.90855968475554
2018-09-01 4.96850544156170
2018-10-01 5.01386029854533
2018-11-01 4.98908332228011
2018-12-01 5.05935343065796
2019-01-01 5.01234311578902
2019-02-01 5.00028846050743
2019-03-01 5.03610343047656
2019-04-01 5.10856224484241
2019-05-01 5.09959455493374
2019-06-01 5.10914879608016
2019-07-01 5.19839599875095
2019-08-01 5.09518682323626
2019-09-01 5.06972481658836
2019-10-01 5.01753717168704
2019-11-01 5.09575312027466
2019-12-01 4.96610646602055
2020-01-01 4.91724781358342
2020-02-01 4.89704121023297
2020-03-01 4.83167602430277
2020-04-01 4.49432926120935
2020-05-01 3.79624298382076
2020-06-01 3.81066687131808
2020-07-01 3.99709548107074
2020-08-01 4.08921693636424
2020-09-01 4.08701918066485
2020-10-01 4.02244438199645
2020-11-01 3.99962276195192
2020-12-01 3.98002074787708
2021-01-01 3.91286510428590
2021-02-01 3.99219638333775
2021-03-01 4.01396415092074
2021-04-01 4.08673442579403
2021-05-01 3.98982936482672
2021-06-01 4.01729736716522
2021-07-01 3.99607185108824
2021-08-01 3.98991574454250
2021-09-01 4.10305725520469
2021-10-01 3.93008469091900
2021-11-01 4.00145912366746
2021-12-01 3.98527603685471
2022-01-01 4.00985996826845
2022-02-01 4.08604975696325
2022-03-01 4.09505180528924
2022-04-01 4.07932627772537
2022-05-01 4.18495835043006
2022-06-01 4.12071805188388
2022-07-01 4.19847074426689
2022-08-01 4.19615571013272
2022-09-01 4.22377002701103
2022-10-01 4.34077155280192
2022-11-01 4.29717224064206
2022-12-01 4.38792666597298
2023-01-01 4.40405533811420
2023-02-01 4.37718911396337
2023-03-01 4.37419080966009
2023-04-01 4.47856801860217
2023-05-01 4.47958219540774
2023-06-01 4.42161897612077
2023-07-01 4.50520700114463
2023-08-01 4.50935517379786
2023-09-01 4.44037642485057
2023-10-01 4.44119444335315
2023-11-01 4.49512821482457
2023-12-01 4.48601484884877
2024-01-01 4.49644723838105
2024-02-01 4.47552111124000
2024-03-01 4.46102354756596
2024-04-01 4.37729245714641
2024-05-01 4.37900779501723
2024-06-01 4.51851449149409
2024-07-01 4.41186950456785
2024-08-01 4.42030103460325
2024-09-01 4.45046956189128
2024-10-01 4.44161404660512
2024-11-01 4.48966906210067
2024-12-01 4.48448641025189
2025-01-01 4.49062660327498
2025-02-01 4.57427834330067
2025-03-01 4.65156638277578
2025-04-01 4.77988255229870
2025-05-01 4.57863818037610
2025-06-01 4.61111329728819
2025-07-01 4.52021623771686
2025-08-01 4.52830818491953
2025-09-01 4.55201006348882
2025-10-01 4.64275521859076
2025-11-01 4.58662690626557
2025-12-01 4.58383515625466
2026-01-01 4.58863385754551
2026-02-01 4.47680500992778
2026-03-01 4.54908461837907
2026-04-01 4.58125283037450
2026-05-01 4.68153744291520
2026-06-01 4.70188094305786

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