Table Data - All Employees: Mining, Logging, and Construction in Spartanburg, SC (MSA)

Title All Employees: Mining, Logging, and Construction in Spartanburg, SC (MSA)
Series ID SMU45439001500000001SA
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 2026-05-01
Last Updated 2026-06-24 9:58 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 7.31566608221555
1990-02-01 7.18693804009568
1990-03-01 7.21226504196259
1990-04-01 7.11529163612387
1990-05-01 7.02925449360561
1990-06-01 6.97503077745795
1990-07-01 6.81714783988894
1990-08-01 6.82417792292788
1990-09-01 6.74622593079061
1990-10-01 6.68846019701873
1990-11-01 6.81250702395214
1990-12-01 6.62848575119585
1991-01-01 6.48720912878424
1991-02-01 6.46582220095709
1991-03-01 6.39939053010939
1991-04-01 6.17899999662358
1991-05-01 6.11922699755882
1991-06-01 6.09229574302100
1991-07-01 6.11805544350184
1991-08-01 6.05740838180774
1991-09-01 6.05913364675164
1991-10-01 6.01127758065082
1991-11-01 5.92595219079584
1991-12-01 5.84104967327889
1992-01-01 5.86146873380189
1992-02-01 5.84244297387764
1992-03-01 5.78219461890804
1992-04-01 5.85766862962192
1992-05-01 5.91065427162559
1992-06-01 5.89784352947343
1992-07-01 5.91119421499045
1992-08-01 6.08196820311858
1992-09-01 6.07407161960550
1992-10-01 6.12508934974502
1992-11-01 6.12509788652631
1992-12-01 6.24449571954783
1993-01-01 6.15236009298454
1993-02-01 6.24001433875655
1993-03-01 6.17405697352398
1993-04-01 6.35684778975858
1993-05-01 6.40562190705992
1993-06-01 6.48980522829059
1993-07-01 6.59579924324619
1993-08-01 6.40135405832822
1993-09-01 6.38420207727447
1993-10-01 6.44382110432010
1993-11-01 6.52984083563479
1993-12-01 6.44240727787081
1994-01-01 6.64792313192019
1994-02-01 6.63577967917054
1994-03-01 6.65907638871938
1994-04-01 6.74915889433496
1994-05-01 6.81326683504847
1994-06-01 6.68108048353464
1994-07-01 6.88571548534212
1994-08-01 6.81980917740189
1994-09-01 6.89344153090142
1994-10-01 6.86003780225127
1994-11-01 6.93668069644519
1994-12-01 7.14640524277118
1995-01-01 7.03343442677364
1995-02-01 7.03520100206082
1995-03-01 7.14340926841429
1995-04-01 7.03927926073403
1995-05-01 7.02241629199170
1995-06-01 6.97274654320437
1995-07-01 6.88172868572417
1995-08-01 6.93324740347704
1995-09-01 6.98846635482212
1995-10-01 7.17524063251373
1995-11-01 7.25591613440447
1995-12-01 7.35094888543694
1996-01-01 7.02575164982487
1996-02-01 7.23530100255258
1996-03-01 7.22171297799197
1996-04-01 7.12624254160201
1996-05-01 7.13269153455582
1996-06-01 7.25766434672402
1996-07-01 7.27108188344399
1996-08-01 7.34192427745705
1996-09-01 7.38049281113276
1996-10-01 7.28025172345610
1996-11-01 7.27324140621434
1996-12-01 7.36855710025640
1997-01-01 7.43212496842093
1997-02-01 7.43753346181715
1997-03-01 7.41466208760451
1997-04-01 7.51776173955412
1997-05-01 7.42809715569669
1997-06-01 7.54528195714641
1997-07-01 7.56103566014232
1997-08-01 7.64413773209058
1997-09-01 7.56813602685320
1997-10-01 7.58241433214366
1997-11-01 7.59545667400365
1997-12-01 7.48115681842941
1998-01-01 7.74939188154796
1998-02-01 7.74756548361930
1998-03-01 7.81576281627940
1998-04-01 7.90287188318504
1998-05-01 8.00889020094824
1998-06-01 8.03173730177660
1998-07-01 8.14034341315124
1998-08-01 8.14459744840032
1998-09-01 8.26759115431954
1998-10-01 8.28190235752137
1998-11-01 8.10538564108835
1998-12-01 8.19549778012674
1999-01-01 8.16582543586376
1999-02-01 8.26506130045681
1999-03-01 8.32650335394276
1999-04-01 8.49246585498453
1999-05-01 8.27716348185027
1999-06-01 8.34055710535878
1999-07-01 8.21865109156392
1999-08-01 8.15082927024260
1999-09-01 8.26761575899084
1999-10-01 8.28095545770488
1999-11-01 8.40919005288768
1999-12-01 8.40252082242372
2000-01-01 8.48420110053395
2000-02-01 8.47566794158607
2000-03-01 8.43578174958059
2000-04-01 8.48319972147337
2000-05-01 8.45201348912104
2000-06-01 8.55265197875077
2000-07-01 8.11175275366353
2000-08-01 8.25358790606508
2000-09-01 8.17534551324362
2000-10-01 8.17293984314977
2000-11-01 8.09302896150804
2000-12-01 8.10259848233098
2001-01-01 7.87445171424602
2001-02-01 7.86693861442815
2001-03-01 8.05442391475243
2001-04-01 8.18392877580947
2001-05-01 8.04669960454097
2001-06-01 7.88015245842907
2001-07-01 7.91011889637802
2001-08-01 7.84849943136092
2001-09-01 7.77345287406704
2001-10-01 7.75750985720913
2001-11-01 7.78153695912223
2001-12-01 7.80404355335604
2002-01-01 7.77146079061132
2002-02-01 7.76911820108028
2002-03-01 7.78113091390319
2002-04-01 7.78206507816917
2002-05-01 7.74920452781245
2002-06-01 7.79423373751241
2002-07-01 7.91145572876507
2002-08-01 8.02682911824749
2002-09-01 7.87014499975384
2002-10-01 7.73903404035439
2002-11-01 7.66796418887865
2002-12-01 7.60996415615465
2003-01-01 7.56402646755647
2003-02-01 7.57469614372658
2003-03-01 7.50817076997064
2003-04-01 7.47704316772998
2003-05-01 7.45371397029024
2003-06-01 7.50574867789832
2003-07-01 7.42604733744929
2003-08-01 7.51089335204226
2003-09-01 7.55962400878726
2003-10-01 7.71981975329235
2003-11-01 7.86257597534097
2003-12-01 7.92014750781836
2004-01-01 7.98056797544086
2004-02-01 7.99866063473952
2004-03-01 8.03865834659478
2004-04-01 8.07006648044311
2004-05-01 8.04543573565148
2004-06-01 8.39105894648366
2004-07-01 8.52186284855979
2004-08-01 8.57910273766536
2004-09-01 8.64822634644330
2004-10-01 8.69601919363745
2004-11-01 8.64735143433847
2004-12-01 8.62389536673857
2005-01-01 8.81110860730918
2005-02-01 8.84199763305809
2005-03-01 8.65858734427526
2005-04-01 8.86357962070076
2005-05-01 8.83253593445607
2005-06-01 8.78107864833595
2005-07-01 8.84115715822702
2005-08-01 8.86789031427496
2005-09-01 8.83783313817605
2005-10-01 8.68700442093447
2005-11-01 8.93876002360429
2005-12-01 8.91052120829929
2006-01-01 9.03317735289170
2006-02-01 9.06411084227582
2006-03-01 8.96558209204207
2006-04-01 9.35563989048438
2006-05-01 9.42240377981880
2006-06-01 9.17410974640019
2006-07-01 9.16854150014182
2006-08-01 9.16901032244385
2006-09-01 9.12700868322661
2006-10-01 9.07707695889844
2006-11-01 9.01966550061934
2006-12-01 9.07918360279563
2007-01-01 9.05264869061673
2007-02-01 9.07263623003252
2007-03-01 9.26402401555604
2007-04-01 9.46210984584116
2007-05-01 9.53151191664157
2007-06-01 9.66784427610626
2007-07-01 9.48904916738223
2007-08-01 9.58208672700604
2007-09-01 9.50774417469119
2007-10-01 9.56056179041276
2007-11-01 9.59783324683394
2007-12-01 9.53676449869134
2008-01-01 9.48181765997701
2008-02-01 9.38135136493053
2008-03-01 9.46548715836906
2008-04-01 9.26669189734272
2008-05-01 9.25280153378269
2008-06-01 9.17111822373801
2008-07-01 9.11941211825535
2008-08-01 9.01088533794914
2008-09-01 9.00809189090554
2008-10-01 8.85694992528022
2008-11-01 8.78786346430573
2008-12-01 8.11082882638832
2009-01-01 7.94449351200219
2009-02-01 7.83401691636354
2009-03-01 7.52612424167419
2009-04-01 7.36254355649746
2009-05-01 7.17677397637151
2009-06-01 7.10199370217120
2009-07-01 6.94829047466746
2009-08-01 6.84751375775644
2009-09-01 6.82741670069605
2009-10-01 6.68720938562645
2009-11-01 6.61258820538829
2009-12-01 6.50906373862492
2010-01-01 6.39662414986814
2010-02-01 6.38305784834399
2010-03-01 6.30413047209225
2010-04-01 6.24903570525986
2010-05-01 6.28987781111797
2010-06-01 6.21860329796863
2010-07-01 6.35514010775682
2010-08-01 6.46089930118644
2010-09-01 6.33483613892342
2010-10-01 6.39539352760776
2010-11-01 6.52137603664649
2010-12-01 6.30414750788134
2011-01-01 6.18373279771180
2011-02-01 6.27215567169644
2011-03-01 6.29644136361163
2011-04-01 6.33833506352389
2011-05-01 6.29176976187578
2011-06-01 6.32709740908246
2011-07-01 6.25289711392577
2011-08-01 6.26625584112491
2011-09-01 6.24070346786262
2011-10-01 6.40599645314534
2011-11-01 6.44175149487063
2011-12-01 6.50562529516477
2012-01-01 6.47475516599851
2012-02-01 6.46940866827093
2012-03-01 6.58835772748188
2012-04-01 6.62174969427759
2012-05-01 6.68988590195570
2012-06-01 6.63156464486203
2012-07-01 6.65107100498066
2012-08-01 6.66436054741709
2012-09-01 6.64858114111201
2012-10-01 6.51799357814655
2012-11-01 6.56400705386103
2012-12-01 6.51718459800287
2013-01-01 6.44979718264215
2013-02-01 6.45663818468915
2013-03-01 6.36515179943818
2013-04-01 6.30989276493202
2013-05-01 6.18723204009458
2013-06-01 6.14772015342759
2013-07-01 6.15740546843070
2013-08-01 6.06732599198851
2013-09-01 6.06359353101956
2013-10-01 5.93832382996983
2013-11-01 5.98531918565105
2013-12-01 6.03738985773121
2014-01-01 6.11636489005734
2014-02-01 6.02237252607194
2014-03-01 6.04609445959858
2014-04-01 6.10971125088985
2014-05-01 6.09244159166408
2014-06-01 6.05266754762860
2014-07-01 6.06068791373547
2014-08-01 6.06873296244937
2014-09-01 6.07229921834763
2014-10-01 6.04676758178724
2014-11-01 5.99863860318127
2014-12-01 5.95320429797754
2015-01-01 5.99062341352360
2015-02-01 5.89532299939680
2015-03-01 5.93462133499551
2015-04-01 5.91386399846662
2015-05-01 5.99946709111130
2015-06-01 6.05518816864736
2015-07-01 6.05951236886995
2015-08-01 6.16837765906523
2015-09-01 6.08185410067018
2015-10-01 6.25173304864916
2015-11-01 6.30549532344780
2015-12-01 6.36413331335970
2016-01-01 6.47705027859243
2016-02-01 6.58502696291263
2016-03-01 6.62988854438502
2016-04-01 6.62810740439557
2016-05-01 6.60943811351846
2016-06-01 6.54922403824760
2016-07-01 6.64831878533349
2016-08-01 6.66259197089237
2016-09-01 6.78815426147484
2016-10-01 6.95473216497117
2016-11-01 7.10809161996054
2016-12-01 7.07193398303447
2017-01-01 7.07657460243611
2017-02-01 7.17750790532985
2017-03-01 7.12167326483091
2017-04-01 7.14032780585377
2017-05-01 7.21893843197809
2017-06-01 7.34311967995156
2017-07-01 7.33026491068119
2017-08-01 7.35327772869297
2017-09-01 7.39075668206799
2017-10-01 7.36394344085295
2017-11-01 7.40506379004408
2017-12-01 7.37620990534205
2018-01-01 7.49000352521539
2018-02-01 7.47007498395573
2018-03-01 7.51179883030772
2018-04-01 7.65633726400394
2018-05-01 7.73058870127652
2018-06-01 7.63934101563563
2018-07-01 7.60573919795449
2018-08-01 7.54508829697125
2018-09-01 7.48261686408169
2018-10-01 7.47853157756177
2018-11-01 7.50598605961984
2018-12-01 7.58190209720323
2019-01-01 7.60755395815643
2019-02-01 7.56828743373878
2019-03-01 7.60745195200297
2019-04-01 7.55913375491918
2019-05-01 7.63353456448622
2019-06-01 7.63546495701036
2019-07-01 7.78352460670966
2019-08-01 7.83578081737112
2019-09-01 7.86545210376996
2019-10-01 7.89358348661475
2019-11-01 7.91128823156020
2019-12-01 7.88828084752252
2020-01-01 7.31772808612871
2020-02-01 7.37120068205539
2020-03-01 7.40691470288268
2020-04-01 7.36007314271500
2020-05-01 7.33292053961326
2020-06-01 7.33171159832083
2020-07-01 7.27300122737205
2020-08-01 7.33389333358690
2020-09-01 7.34592809250813
2020-10-01 7.40714880445717
2020-11-01 7.41749049425903
2020-12-01 7.50042729139453
2021-01-01 7.33626296057090
2021-02-01 7.27106471849136
2021-03-01 7.41226292952895
2021-04-01 7.35624940512437
2021-05-01 7.32780573028015
2021-06-01 7.32155821911577
2021-07-01 7.35851277543699
2021-08-01 7.33701525442429
2021-09-01 7.32774833125699
2021-10-01 7.31689667402445
2021-11-01 7.32155814150813
2021-12-01 7.40692552345971
2022-01-01 7.45860860385191
2022-02-01 7.47236322857168
2022-03-01 7.41943400959081
2022-04-01 7.45245098085641
2022-05-01 7.52161921865077
2022-06-01 7.50409806474643
2022-07-01 7.44802671117635
2022-08-01 7.44579418626216
2022-09-01 7.41056233055259
2022-10-01 7.32940752848847
2022-11-01 7.32579391217998
2022-12-01 7.30928271207700
2023-01-01 7.47291318912253
2023-02-01 7.37080995934955
2023-03-01 7.42857749363841
2023-04-01 7.54377909670552
2023-05-01 7.50920175302403
2023-06-01 7.48923118183263
2023-07-01 7.74104467309568
2023-08-01 7.95378190454401
2023-09-01 7.90021992952543
2023-10-01 7.94583040566829
2023-11-01 7.92987591264032
2023-12-01 7.90624353225606
2024-01-01 7.88713224531562
2024-02-01 7.98215881891551
2024-03-01 7.93263945860362
2024-04-01 7.83569122180726
2024-05-01 7.99970066339272
2024-06-01 7.97289206403468
2024-07-01 8.03680726269226
2024-08-01 7.96353186036760
2024-09-01 7.90280288390795
2024-10-01 8.05570547586462
2024-11-01 8.13041812514867
2024-12-01 8.19986205211197
2025-01-01 8.09650112187983
2025-02-01 8.18641936424460
2025-03-01 8.23080971675678
2025-04-01 8.23132479711519
2025-05-01 8.28904180274323
2025-06-01 8.36355704216579
2025-07-01 8.23751691569374
2025-08-01 8.26983696748016
2025-09-01 8.30774585586296
2025-10-01 8.26141722201620
2025-11-01 8.32749876558365
2025-12-01 8.39204115473180
2026-01-01 8.61161985043054
2026-02-01 8.39194891700914
2026-03-01 8.42409799119270
2026-04-01 8.42996165284650
2026-05-01 8.38311871904926

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