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 2026-07-01
Last Updated 2026-08-21 6:41 PM 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 7.31566608221632
1990-02-01 7.18693804009841
1990-03-01 7.21226504198232
1990-04-01 7.11529163612407
1990-05-01 7.02925449360711
1990-06-01 6.97503077745699
1990-07-01 6.81714783986737
1990-08-01 6.82417792292898
1990-09-01 6.74622593078761
1990-10-01 6.68846019701513
1990-11-01 6.81250702394908
1990-12-01 6.62848575120258
1991-01-01 6.48720912878536
1991-02-01 6.46582220096025
1991-03-01 6.39939053013077
1991-04-01 6.17899999662457
1991-05-01 6.11922699755977
1991-06-01 6.09229574301956
1991-07-01 6.11805544347728
1991-08-01 6.05740838180579
1991-09-01 6.05913364674693
1991-10-01 6.01127758064883
1991-11-01 5.92595219079833
1991-12-01 5.84104967327928
1992-01-01 5.86146873380994
1992-02-01 5.84244297388464
1992-03-01 5.78219461892988
1992-04-01 5.85766862962178
1992-05-01 5.91065427162794
1992-06-01 5.89784352947582
1992-07-01 5.91119421494512
1992-08-01 6.08196820311995
1992-09-01 6.07407161960361
1992-10-01 6.12508934974116
1992-11-01 6.12509788652075
1992-12-01 6.24449571956010
1993-01-01 6.15236009301069
1993-02-01 6.24001433875115
1993-03-01 6.17405697353724
1993-04-01 6.35684778975692
1993-05-01 6.40562190706747
1993-06-01 6.48980522830595
1993-07-01 6.59579924319546
1993-08-01 6.40135405834814
1993-09-01 6.38420207727396
1993-10-01 6.44382110429396
1993-11-01 6.52984083559174
1993-12-01 6.44240727788203
1994-01-01 6.64792313197601
1994-02-01 6.63577967916260
1994-03-01 6.65907638872429
1994-04-01 6.74915889433229
1994-05-01 6.81326683507331
1994-06-01 6.68108048358196
1994-07-01 6.88571548531189
1994-08-01 6.81980917744024
1994-09-01 6.89344153086964
1994-10-01 6.86003780216921
1994-11-01 6.93668069635368
1994-12-01 7.14640524266897
1995-01-01 7.03343442694229
1995-02-01 7.03520100213124
1995-03-01 7.14340926846306
1995-04-01 7.03927926078764
1995-05-01 7.02241629212633
1995-06-01 6.97274654332698
1995-07-01 6.88172868558831
1995-08-01 6.93324740324255
1995-09-01 6.98846635448465
1995-10-01 7.17524063242425
1995-11-01 7.25591613344113
1995-12-01 7.35094888598797
1996-01-01 7.02575165100734
1996-02-01 7.23530100362334
1996-03-01 7.22171297866949
1996-04-01 7.12624254001394
1996-05-01 7.13269153456417
1996-06-01 7.25766434678869
1996-07-01 7.27108188337148
1996-08-01 7.34192427523339
1996-09-01 7.38049281072243
1996-10-01 7.28025172337530
1996-11-01 7.27324140461340
1996-12-01 7.36855710237801
1997-01-01 7.43212497230588
1997-02-01 7.43753346517894
1997-03-01 7.41466208900479
1997-04-01 7.51776173508919
1997-05-01 7.42809715414789
1997-06-01 7.54528195635616
1997-07-01 7.56103565924786
1997-08-01 7.64413772759989
1997-09-01 7.56813602641735
1997-10-01 7.58241433197813
1997-11-01 7.59545667133634
1997-12-01 7.48115682089370
1998-01-01 7.74939189470089
1998-02-01 7.74756549298164
1998-03-01 7.81576281971572
1998-04-01 7.90287187451901
1998-05-01 8.00889018380451
1998-06-01 8.03173730318265
1998-07-01 8.14034341150909
1998-08-01 8.14459744009968
1998-09-01 8.26759115357268
1998-10-01 8.28190235933260
1998-11-01 8.10538564206612
1998-12-01 8.19549778877622
1999-01-01 8.16582546457165
1999-02-01 8.26506131712217
1999-03-01 8.32650335333704
1999-04-01 8.49246583236755
1999-05-01 8.27716343755783
1999-06-01 8.34055710220352
1999-07-01 8.21865108766988
1999-08-01 8.15082926091885
1999-09-01 8.26761576771107
1999-10-01 8.28095547556638
1999-11-01 8.40919007785257
1999-12-01 8.40252085743523
2000-01-01 8.48420115308757
2000-02-01 8.47566795181111
2000-03-01 8.43578171391845
2000-04-01 8.48319964940183
2000-05-01 8.45201338871387
2000-06-01 8.55265195279560
2000-07-01 8.11175274381874
2000-08-01 8.25358790880251
2000-09-01 8.17534556282977
2000-10-01 8.17293992817234
2000-11-01 8.09302907661184
2000-12-01 8.10259858339799
2001-01-01 7.87445178061859
2001-02-01 7.86693859522191
2001-03-01 8.05442382892851
2001-04-01 8.18392840394902
2001-05-01 8.04669946622105
2001-06-01 7.88015243220076
2001-07-01 7.91011889710555
2001-08-01 7.84849945287833
2001-09-01 7.77345301232399
2001-10-01 7.75751009134859
2001-11-01 7.78153723845904
2001-12-01 7.80404365178045
2002-01-01 7.77146104170534
2002-02-01 7.76911836751297
2002-03-01 7.78113019998476
2002-04-01 7.78206452552247
2002-05-01 7.74920432422471
2002-06-01 7.79423365411541
2002-07-01 7.91145569816490
2002-08-01 8.02682911858644
2002-09-01 7.87014512114548
2002-10-01 7.73903500047329
2002-11-01 7.66796454247570
2002-12-01 7.60996426877953
2003-01-01 7.56402701749359
2003-02-01 7.57469670631571
2003-03-01 7.50816916301897
2003-04-01 7.47704195612669
2003-05-01 7.45371336620881
2003-06-01 7.50574836464587
2003-07-01 7.42604727550961
2003-08-01 7.51089372174704
2003-09-01 7.55962483564464
2003-10-01 7.71982216240651
2003-11-01 7.86257668762995
2003-12-01 7.92014735778815
2004-01-01 7.98056814847733
2004-02-01 7.99866149122811
2004-03-01 8.03865478850940
2004-04-01 8.07006430025435
2004-05-01 8.04543476980768
2004-06-01 8.39105639245128
2004-07-01 8.52186356612900
2004-08-01 8.57910486690977
2004-09-01 8.64822965723550
2004-10-01 8.69602488272648
2004-11-01 8.64735321385308
2004-12-01 8.62389447374998
2005-01-01 8.81110671576931
2005-02-01 8.84199706720047
2005-03-01 8.65858106675262
2005-04-01 8.86357546791382
2005-05-01 8.83253380236840
2005-06-01 8.78107342735473
2005-07-01 8.84115941764504
2005-08-01 8.86789512844868
2005-09-01 8.83784037483426
2005-10-01 8.68701591069716
2005-11-01 8.93877093260409
2005-12-01 8.91051124572578
2006-01-01 9.03316937085716
2006-02-01 9.06410704374049
2006-03-01 8.96557262747055
2006-04-01 9.35563390392158
2006-05-01 9.42240111690173
2006-06-01 9.17410262632715
2006-07-01 9.16854629337551
2006-08-01 9.16901901282182
2006-09-01 9.12701987707072
2006-10-01 9.07709586627764
2006-11-01 9.01968592434188
2006-12-01 9.07916395166130
2007-01-01 9.05263350205957
2007-02-01 9.07262737359992
2007-03-01 9.26401169120370
2007-04-01 9.46210202429449
2007-05-01 9.53150862938108
2007-06-01 9.66783861794105
2007-07-01 9.48905639699050
2007-08-01 9.58209836329513
2007-09-01 9.50775904174603
2007-10-01 9.56058728188407
2007-11-01 9.59786565382318
2007-12-01 9.53673385820986
2008-01-01 9.48179395839735
2008-02-01 9.38133755770280
2008-03-01 9.46547304646110
2008-04-01 9.26668372648339
2008-05-01 9.25279932728747
2008-06-01 9.17111556322778
2008-07-01 9.11942061440773
2008-08-01 9.01089704028294
2008-09-01 9.00810850114700
2008-10-01 8.85697380849123
2008-11-01 8.78789454828582
2008-12-01 8.11080212951267
2009-01-01 7.94447141401066
2009-02-01 7.83400161333861
2009-03-01 7.52611354785173
2009-04-01 7.36253748050531
2009-05-01 7.17677270034450
2009-06-01 7.10199476141742
2009-07-01 6.94829683461946
2009-08-01 6.84752112138893
2009-09-01 6.82742947132897
2009-10-01 6.68722555168480
2009-11-01 6.61261164523611
2009-12-01 6.50904250990058
2010-01-01 6.39660685668737
2010-02-01 6.38304475465908
2010-03-01 6.30412302101901
2010-04-01 6.24903180418461
2010-05-01 6.28987769914108
2010-06-01 6.21860633208270
2010-07-01 6.35514494032692
2010-08-01 6.46090418423817
2010-09-01 6.33484650233536
2010-10-01 6.39540491415796
2010-11-01 6.52139243414583
2010-12-01 6.30413322063529
2011-01-01 6.18372005685250
2011-02-01 6.27214375999769
2011-03-01 6.29643597135144
2011-04-01 6.33833246759106
2011-05-01 6.29177003280805
2011-06-01 6.32710185201877
2011-07-01 6.25290047950022
2011-08-01 6.26625826390146
2011-09-01 6.24071121295842
2011-10-01 6.40600342554658
2011-11-01 6.44176083205277
2011-12-01 6.50561704992368
2012-01-01 6.47474622572398
2012-02-01 6.46939925226893
2012-03-01 6.58835392756125
2012-04-01 6.62174821967549
2012-05-01 6.68988694960656
2012-06-01 6.63156869943254
2012-07-01 6.65107377150861
2012-08-01 6.66436199308997
2012-09-01 6.64858729151720
2012-10-01 6.51799642943986
2012-11-01 6.56400893243448
2012-12-01 6.51718248717932
2013-01-01 6.44979218302039
2013-02-01 6.45663090137393
2013-03-01 6.36514940960281
2013-04-01 6.30989192980943
2013-05-01 6.18723232035569
2013-06-01 6.14772655218159
2013-07-01 6.15740617252439
2013-08-01 6.06732836622119
2013-09-01 6.06359647200557
2013-10-01 5.93832492148994
2013-11-01 5.98531766510038
2013-12-01 6.03738800518254
2014-01-01 6.11636131394193
2014-02-01 6.02236616549198
2014-03-01 6.04609346635810
2014-04-01 6.10971159565980
2014-05-01 6.09244251412615
2014-06-01 6.05267765088614
2014-07-01 6.06068766486905
2014-08-01 6.06873717353295
2014-09-01 6.07229943019280
2014-10-01 6.04676733357917
2014-11-01 5.99863327400530
2014-12-01 5.95320151038308
2015-01-01 5.99061978500290
2015-02-01 5.89531527798966
2015-03-01 5.93461831886954
2015-04-01 5.91386901542070
2015-05-01 5.99947256043574
2015-06-01 6.05520169844222
2015-07-01 6.05951219832843
2015-08-01 6.16838511450312
2015-09-01 6.08185225977052
2015-10-01 6.25173007530315
2015-11-01 6.30548457097307
2015-12-01 6.36412692507792
2016-01-01 6.47704360027914
2016-02-01 6.58501515218973
2016-03-01 6.62988220373687
2016-04-01 6.62811905348361
2016-05-01 6.60945232038050
2016-06-01 6.54924272178877
2016-07-01 6.64832450556898
2016-08-01 6.66260472530566
2016-09-01 6.78815290062201
2016-10-01 6.95472404222982
2016-11-01 7.10806940065097
2016-12-01 7.07191141107011
2017-01-01 7.07656777172943
2017-02-01 7.17749087358712
2017-03-01 7.12166431724781
2017-04-01 7.14034917385239
2017-05-01 7.21896048110160
2017-06-01 7.34313556334510
2017-07-01 7.33032388550384
2017-08-01 7.35328079722756
2017-09-01 7.39074219970953
2017-10-01 7.36392280045690
2017-11-01 7.40503578822992
2017-12-01 7.37613840455049
2018-01-01 7.49002275807324
2018-02-01 7.47002798187388
2018-03-01 7.51181054189069
2018-04-01 7.65638213577746
2018-05-01 7.73063462106077
2018-06-01 7.63937036182745
2018-07-01 7.60587403557237
2018-08-01 7.54508404418105
2018-09-01 7.48257021140659
2018-10-01 7.47845862105007
2018-11-01 7.50590808324453
2018-12-01 7.58171564622686
2019-01-01 7.60755758572142
2019-02-01 7.56822616106189
2019-03-01 7.60755496103817
2019-04-01 7.55929510867620
2019-05-01 7.63368432179453
2019-06-01 7.63555448912338
2019-07-01 7.78373208971046
2019-08-01 7.83575710486708
2019-09-01 7.86540041873566
2019-10-01 7.89340470218003
2019-11-01 7.91096259850931
2019-12-01 7.88762820508246
2020-01-01 7.31795503679680
2020-02-01 7.37089928063195
2020-03-01 7.40706147252069
2020-04-01 7.36083899830168
2020-05-01 7.33323446882309
2020-06-01 7.33214447123618
2020-07-01 7.27318667127153
2020-08-01 7.33374309928787
2020-09-01 7.34588377318181
2020-10-01 7.40671732403895
2020-11-01 7.41662216115088
2020-12-01 7.49920706345179
2021-01-01 7.33657447355769
2021-02-01 7.27028094998148
2021-03-01 7.41191100247523
2021-04-01 7.36044750266121
2021-05-01 7.32763916175368
2021-06-01 7.32195611896471
2021-07-01 7.35855617303124
2021-08-01 7.33653634700894
2021-09-01 7.32760876053854
2021-10-01 7.31615279406968
2021-11-01 7.32053029233693
2021-12-01 7.40385131765464
2022-01-01 7.45866714394223
2022-02-01 7.47185943613772
2022-03-01 7.41926228597904
2022-04-01 7.46043921604703
2022-05-01 7.52066279660800
2022-06-01 7.50590254808967
2022-07-01 7.44694841084160
2022-08-01 7.44437475781124
2022-09-01 7.41013243794305
2022-10-01 7.32817008003836
2022-11-01 7.32431857258304
2022-12-01 7.30430140981451
2023-01-01 7.47227904064052
2023-02-01 7.37095409123023
2023-03-01 7.42975785962821
2023-04-01 7.55787222673521
2023-05-01 7.50583868325269
2023-06-01 7.49213884566293
2023-07-01 7.73794672688981
2023-08-01 7.95105394292193
2023-09-01 7.89963804391048
2023-10-01 7.94415241637226
2023-11-01 7.92784316674787
2023-12-01 7.89829405415386
2024-01-01 7.88528223717078
2024-02-01 7.98329034087817
2024-03-01 7.93641968626577
2024-04-01 7.85430584370713
2024-05-01 7.99456472661029
2024-06-01 7.97899197714804
2024-07-01 8.03120765610849
2024-08-01 7.95928448675853
2024-09-01 7.90198177988874
2024-10-01 8.05348494678779
2024-11-01 8.12732534174468
2024-12-01 8.19000110722212
2025-01-01 8.09317585382752
2025-02-01 8.18806709824640
2025-03-01 8.23704723193340
2025-04-01 8.25593903327645
2025-05-01 8.28166506872358
2025-06-01 8.37171577800739
2025-07-01 8.23033224102185
2025-08-01 8.26421284539386
2025-09-01 8.30668550769342
2025-10-01 8.25882353212035
2025-11-01 8.32390313273316
2025-12-01 8.38024351395671
2026-01-01 8.60646883027624
2026-02-01 8.39426734503424
2026-03-01 8.43246509228193
2026-04-01 8.45570604621509
2026-05-01 8.47490217095438
2026-06-01 8.37330044072749
2026-07-01 8.52890228605375

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