Table Data - All Employees: Mining, Logging, and Construction in Philadelphia, PA (MD)

Title All Employees: Mining, Logging, and Construction in Philadelphia, PA (MD)
Series ID SMU42379641500000001SA
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 9:55 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 27.6314886889235
1990-02-01 27.5864716702975
1990-03-01 27.6053527327984
1990-04-01 26.1698421502744
1990-05-01 27.5381581387640
1990-06-01 27.3693167246602
1990-07-01 27.1152076252092
1990-08-01 26.9121112797692
1990-09-01 26.2482539362028
1990-10-01 26.3459279352269
1990-11-01 25.3575200755368
1990-12-01 24.7422391784006
1991-01-01 24.3352068436420
1991-02-01 23.7717806172886
1991-03-01 23.3709378227628
1991-04-01 22.2613153038024
1991-05-01 22.3062185583532
1991-06-01 22.3888762860540
1991-07-01 22.3497073438416
1991-08-01 21.9517957500563
1991-09-01 21.7575174958421
1991-10-01 21.3469700715688
1991-11-01 21.0505632966442
1991-12-01 20.7538980342009
1992-01-01 20.4109701371219
1992-02-01 20.1571128572353
1992-03-01 19.8413246689536
1992-04-01 20.5282576580128
1992-05-01 19.6609335420168
1992-06-01 19.5092550106226
1992-07-01 19.0212470217052
1992-08-01 18.9084859915434
1992-09-01 18.6451760276862
1992-10-01 18.5415417082683
1992-11-01 18.4484921309468
1992-12-01 18.7845199706378
1993-01-01 19.2172440660791
1993-02-01 18.9354911650207
1993-03-01 18.7055347952755
1993-04-01 18.3900267123010
1993-05-01 18.3699566877326
1993-06-01 18.1121845061006
1993-07-01 18.5255531161191
1993-08-01 18.3606773011801
1993-09-01 18.6289053187009
1993-10-01 18.8139886482673
1993-11-01 19.3522638484507
1993-12-01 19.5605588764973
1994-01-01 19.1232368308748
1994-02-01 18.7121092651781
1994-03-01 19.6822021060137
1994-04-01 19.5551013498922
1994-05-01 19.6950816373864
1994-06-01 19.5115354898528
1994-07-01 19.2787076450420
1994-08-01 19.1726738243876
1994-09-01 19.1004918924099
1994-10-01 19.1006346305110
1994-11-01 18.9644796417175
1994-12-01 19.3730515813285
1995-01-01 18.9591574254543
1995-02-01 18.1922880563968
1995-03-01 17.9590134600015
1995-04-01 18.2513941173481
1995-05-01 17.9378745450211
1995-06-01 17.9465555436466
1995-07-01 17.4883768568840
1995-08-01 17.9295647282568
1995-09-01 18.1330448382644
1995-10-01 17.9788352100920
1995-11-01 17.8916761121216
1995-12-01 17.9971619950329
1996-01-01 17.7699621068295
1996-02-01 18.5935634688282
1996-03-01 18.6856834405306
1996-04-01 18.5413626804967
1996-05-01 18.9221866034747
1996-06-01 18.6362586301610
1996-07-01 18.7325824042414
1996-08-01 18.9530919662623
1996-09-01 19.5051845450155
1996-10-01 19.7881466064392
1996-11-01 19.9405169741229
1996-12-01 19.5986456415350
1997-01-01 20.1077783078807
1997-02-01 20.3646821244480
1997-03-01 20.8107688034127
1997-04-01 21.2253631160633
1997-05-01 20.6846847516320
1997-06-01 21.5878762050422
1997-07-01 22.4021937586793
1997-08-01 22.2255840960592
1997-09-01 22.2658568290522
1997-10-01 21.6815633808373
1997-11-01 21.7620746051888
1997-12-01 21.9677053648618
1998-01-01 22.1995232072241
1998-02-01 22.0255504876949
1998-03-01 21.8186122577169
1998-04-01 21.2938319676441
1998-05-01 21.1672228933884
1998-06-01 21.6935714338786
1998-07-01 22.4734172245717
1998-08-01 21.8385953586249
1998-09-01 21.4472060758782
1998-10-01 21.9852052583208
1998-11-01 22.0743270663157
1998-12-01 22.2724001178796
1999-01-01 22.3499949166365
1999-02-01 22.4550840750351
1999-03-01 22.2916803018164
1999-04-01 23.2943833953335
1999-05-01 23.6719352127119
1999-06-01 23.9561923414018
1999-07-01 24.0879658378563
1999-08-01 24.0872717682593
1999-09-01 24.0565437581474
1999-10-01 23.8327547630691
1999-11-01 23.8445793921596
1999-12-01 24.5445474884287
2000-01-01 23.5372995861965
2000-02-01 23.0902008467436
2000-03-01 23.7819882499274
2000-04-01 24.2135597820726
2000-05-01 24.2947482080009
2000-06-01 24.4151714743423
2000-07-01 23.4941233130384
2000-08-01 23.4229647274874
2000-09-01 23.9019442579101
2000-10-01 24.8875490337058
2000-11-01 24.6993381865058
2000-12-01 24.6116182618848
2001-01-01 25.0410738083667
2001-02-01 25.1105000819694
2001-03-01 25.4509089416566
2001-04-01 25.1713116797747
2001-05-01 24.8015081650260
2001-06-01 24.7141366135236
2001-07-01 24.6184581615100
2001-08-01 24.5860534252615
2001-09-01 25.7937776085304
2001-10-01 24.5169821177515
2001-11-01 24.1132621939952
2001-12-01 24.2891963349316
2002-01-01 24.1733654413698
2002-02-01 23.9715616447108
2002-03-01 23.8315030853362
2002-04-01 23.8233647823613
2002-05-01 23.9967373313998
2002-06-01 24.3150035745816
2002-07-01 24.9180059328009
2002-08-01 25.3376152776557
2002-09-01 25.3228555516099
2002-10-01 25.8001785882777
2002-11-01 25.7371419801549
2002-12-01 25.8412012855515
2003-01-01 26.1463207852570
2003-02-01 26.0604739096295
2003-03-01 25.6323858291190
2003-04-01 25.3841558555944
2003-05-01 25.2793353066484
2003-06-01 24.8484359160161
2003-07-01 25.3167678306633
2003-08-01 25.0887319577280
2003-09-01 24.4252732911801
2003-10-01 24.0946790630190
2003-11-01 24.1775835085533
2003-12-01 23.5986692668753
2004-01-01 23.7588661941977
2004-02-01 23.5808110729085
2004-03-01 23.7477460032967
2004-04-01 23.3053132645812
2004-05-01 23.3511347899352
2004-06-01 23.2469325666889
2004-07-01 23.1031544504832
2004-08-01 22.9313979502811
2004-09-01 23.8057520585528
2004-10-01 23.2046472202425
2004-11-01 23.1383702549627
2004-12-01 23.3796911679006
2005-01-01 23.0047322155085
2005-02-01 22.6281378508610
2005-03-01 22.8529229494659
2005-04-01 23.7933111409985
2005-05-01 24.1019064257182
2005-06-01 24.1014791032711
2005-07-01 23.6288137520321
2005-08-01 23.6844979627135
2005-09-01 23.7812249026164
2005-10-01 23.8917102434557
2005-11-01 24.3163849342016
2005-12-01 24.6762618139384
2006-01-01 24.1548182762776
2006-02-01 24.2668371648301
2006-03-01 24.1462486621479
2006-04-01 24.1713313129374
2006-05-01 24.9932059271013
2006-06-01 24.2523300960725
2006-07-01 24.1511734888862
2006-08-01 24.0175551730343
2006-09-01 24.1591227123755
2006-10-01 23.7688036809520
2006-11-01 23.7108186876632
2006-12-01 23.6826943772145
2007-01-01 23.8718719276976
2007-02-01 23.7929460778661
2007-03-01 23.9434965770285
2007-04-01 23.6746411727363
2007-05-01 23.3177327361511
2007-06-01 23.3166330071654
2007-07-01 23.6475781129933
2007-08-01 23.6213528380666
2007-09-01 23.6409280081647
2007-10-01 23.9593108660664
2007-11-01 23.6057240645587
2007-12-01 23.6015286140837
2008-01-01 23.8616709198163
2008-02-01 23.6984117209822
2008-03-01 23.8435403970531
2008-04-01 23.9678163111072
2008-05-01 24.0795181751723
2008-06-01 23.7135631085312
2008-07-01 23.3243388343275
2008-08-01 23.4066587147863
2008-09-01 22.8226716200951
2008-10-01 22.6634874290434
2008-11-01 22.2985451793710
2008-12-01 22.2466999760595
2009-01-01 21.1328857270087
2009-02-01 20.9911386143737
2009-03-01 20.4225731509628
2009-04-01 19.8613133759636
2009-05-01 19.7383685748257
2009-06-01 19.8017754730693
2009-07-01 19.7382877749820
2009-08-01 19.4945907488332
2009-09-01 19.5985526269310
2009-10-01 19.4791894129358
2009-11-01 18.8951370411679
2009-12-01 19.4675222892147
2010-01-01 19.9314258843372
2010-02-01 19.5690788821562
2010-03-01 19.5975359213649
2010-04-01 19.6418016345215
2010-05-01 19.6883930289644
2010-06-01 19.6725176788308
2010-07-01 19.8824635419354
2010-08-01 19.4851404384924
2010-09-01 19.3622941425025
2010-10-01 19.3136723028760
2010-11-01 19.7130540366558
2010-12-01 19.8944204030458
2011-01-01 19.4275169771671
2011-02-01 19.2404145017237
2011-03-01 19.2511596932925
2011-04-01 19.8179483717172
2011-05-01 20.1135680828240
2011-06-01 19.4511645908460
2011-07-01 19.4272914297671
2011-08-01 19.4909976153769
2011-09-01 19.6391296836352
2011-10-01 19.5490880065473
2011-11-01 19.5314141423921
2011-12-01 19.5051061852437
2012-01-01 19.6401737370351
2012-02-01 19.7044354730751
2012-03-01 19.6041259938560
2012-04-01 19.1961805884889
2012-05-01 19.0249549669768
2012-06-01 19.3451299067713
2012-07-01 19.1638781449617
2012-08-01 19.4972549250273
2012-09-01 20.4165412427337
2012-10-01 19.8704700951466
2012-11-01 19.4788723787278
2012-12-01 19.9198274507476
2013-01-01 19.9344781782130
2013-02-01 20.0601862407047
2013-03-01 20.6552116660753
2013-04-01 20.2043202719415
2013-05-01 20.3095467557398
2013-06-01 20.3554608115487
2013-07-01 20.1744263678900
2013-08-01 20.5217671850474
2013-09-01 20.3208561463825
2013-10-01 20.0837425289097
2013-11-01 20.2202914940554
2013-12-01 20.0990934072729
2014-01-01 20.4240832973185
2014-02-01 20.4951929043169
2014-03-01 20.9579137049723
2014-04-01 21.2407255757030
2014-05-01 21.2793010455738
2014-06-01 21.2541777384427
2014-07-01 21.5715280660457
2014-08-01 21.4573736616640
2014-09-01 21.6242898641520
2014-10-01 21.9940847598256
2014-11-01 22.0622958825451
2014-12-01 22.0762288926507
2015-01-01 21.7943799388649
2015-02-01 22.0493808162790
2015-03-01 21.8814349067528
2015-04-01 21.8673314260154
2015-05-01 22.0345226270990
2015-06-01 22.6508192351277
2015-07-01 22.3548754811406
2015-08-01 22.5312771952839
2015-09-01 22.5554599559506
2015-10-01 22.4927461758518
2015-11-01 22.5505651025214
2015-12-01 23.3428562629501
2016-01-01 22.9591503154436
2016-02-01 22.9143180105179
2016-03-01 23.1609082943929
2016-04-01 22.9720041018025
2016-05-01 23.1873212776390
2016-06-01 23.0426413235612
2016-07-01 23.6596927769763
2016-08-01 23.3947278862747
2016-09-01 23.5654919018980
2016-10-01 23.4971091209261
2016-11-01 23.7278936816524
2016-12-01 24.0309606573633
2017-01-01 24.4081742914128
2017-02-01 24.3988493352989
2017-03-01 24.0077352636072
2017-04-01 23.4720888282165
2017-05-01 24.5695882988691
2017-06-01 24.1648314613253
2017-07-01 23.8574069086498
2017-08-01 23.9352463610216
2017-09-01 23.9691632747736
2017-10-01 24.3056275997337
2017-11-01 23.9017090914178
2017-12-01 24.0215358308860
2018-01-01 23.7452773333788
2018-02-01 23.8960119641437
2018-03-01 24.1480364540999
2018-04-01 24.8609325511761
2018-05-01 24.4794469238453
2018-06-01 24.7018805663343
2018-07-01 24.2536876068978
2018-08-01 24.4341798743261
2018-09-01 24.4606709456648
2018-10-01 25.3125016481292
2018-11-01 25.0003532870954
2018-12-01 24.4200674806891
2019-01-01 24.6010670794470
2019-02-01 24.6399246493069
2019-03-01 24.4182537452374
2019-04-01 24.7347271528744
2019-05-01 24.8036534013795
2019-06-01 24.6488274996703
2019-07-01 24.7328727072289
2019-08-01 24.6301063752732
2019-09-01 25.0554503678025
2019-10-01 24.5301161066067
2019-11-01 24.7053375544851
2019-12-01 24.5199692186555
2020-01-01 24.6662174103646
2020-02-01 24.6737641186159
2020-03-01 24.6697117965743
2020-04-01 14.6225530483863
2020-05-01 20.0465500139900
2020-06-01 21.7731923677032
2020-07-01 22.3092266327554
2020-08-01 22.6211540815732
2020-09-01 22.6236381816537
2020-10-01 22.8598849936618
2020-11-01 23.0353919654201
2020-12-01 23.4230974405706
2021-01-01 23.5633047928048
2021-02-01 23.0144787395761
2021-03-01 23.4718907709835
2021-04-01 23.6202135036820
2021-05-01 23.5930428983885
2021-06-01 23.5704696273092
2021-07-01 23.8825878462265
2021-08-01 24.2236879492321
2021-09-01 23.7968387848887
2021-10-01 24.0895109324905
2021-11-01 23.9819982485838
2021-12-01 24.8181184602627
2022-01-01 24.4772367552112
2022-02-01 24.5425930681098
2022-03-01 24.9897785965173
2022-04-01 25.0131155015739
2022-05-01 25.1297081044016
2022-06-01 25.1192286427915
2022-07-01 25.1843988439194
2022-08-01 25.1372331657392
2022-09-01 25.5735913371862
2022-10-01 25.1959921813769
2022-11-01 25.3289133736817
2022-12-01 25.3171104813948
2023-01-01 25.5299218617981
2023-02-01 25.5817663424299
2023-03-01 25.4071013067774
2023-04-01 25.2939807067885
2023-05-01 25.3469077487617
2023-06-01 25.5367644681009
2023-07-01 25.4045625368259
2023-08-01 25.5578402780691
2023-09-01 25.7669577961697
2023-10-01 25.5980458984892
2023-11-01 25.7542748862972
2023-12-01 25.2289810589986
2024-01-01 25.3723970507739
2024-02-01 25.5040436898193
2024-03-01 25.5746273727795
2024-04-01 25.5752703845297
2024-05-01 25.5425933700948
2024-06-01 25.7618736147753
2024-07-01 25.5287445318465
2024-08-01 25.3692299630389
2024-09-01 25.3559783489988
2024-10-01 25.6075476572177
2024-11-01 25.3593682183972
2024-12-01 25.5469044808993
2025-01-01 25.4107177862161
2025-02-01 25.4218754618144
2025-03-01 25.5590267628252
2025-04-01 25.5554198606937
2025-05-01 25.5353253776588
2025-06-01 25.5186426217108
2025-07-01 25.3361603895093
2025-08-01 25.3688340121144
2025-09-01 25.2632040284010
2025-10-01 25.0091624251767
2025-11-01 25.1684404407222
2025-12-01 25.1493548620635
2026-01-01 25.6254379162526
2026-02-01 25.1350925373275
2026-03-01 25.1658607294441
2026-04-01 25.1405178347131
2026-05-01 25.0223420165564
2026-06-01 25.1018537697180

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