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 2026-09-01
Last Updated 2026-10-20 10:40 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 7.3129418818
1990-02-01 7.1858831855
1990-03-01 7.2118137529
1990-04-01 7.1154500774
1990-05-01 7.0305213310
1990-06-01 6.9777569853
1990-07-01 6.8193598460
1990-08-01 6.8240645083
1990-09-01 6.7452860560
1990-10-01 6.6878998808
1990-11-01 6.8117140646
1990-12-01 6.6279607236
1991-01-01 6.4851635663
1991-02-01 6.4655054380
1991-03-01 6.3997311613
1991-04-01 6.1793656634
1991-05-01 6.1197501119
1991-06-01 6.0933288035
1991-07-01 6.1189137760
1991-08-01 6.0572144264
1991-09-01 6.0589960726
1991-10-01 6.0116536186
1991-11-01 5.9259279658
1991-12-01 5.8406606704
1992-01-01 5.8600018108
1992-02-01 5.8419865557
1992-03-01 5.7823497262
1992-04-01 5.8576762539
1992-05-01 5.9104372403
1992-06-01 5.8983155636
1992-07-01 5.9123927335
1992-08-01 6.0827197377
1992-09-01 6.0744423387
1992-10-01 6.1250745344
1992-11-01 6.1243058261
1992-12-01 6.2435083913
1993-01-01 6.1517285572
1993-02-01 6.2401147502
1993-03-01 6.1740016971
1993-04-01 6.3564457217
1993-05-01 6.4053974202
1993-06-01 6.4901609224
1993-07-01 6.5970066389
1993-08-01 6.4026851572
1993-09-01 6.3849280508
1993-10-01 6.4434982187
1993-11-01 6.5287638786
1993-12-01 6.4412516103
1994-01-01 6.6473418728
1994-02-01 6.6358402206
1994-03-01 6.6593014982
1994-04-01 6.7490873062
1994-05-01 6.8127309074
1994-06-01 6.6808015074
1994-07-01 6.8864265346
1994-08-01 6.8212424019
1994-09-01 6.8950404737
1994-10-01 6.8606457947
1994-11-01 6.9357192183
1994-12-01 7.1446615344
1995-01-01 7.0321464873
1995-02-01 7.0348001118
1995-03-01 7.1436611648
1995-04-01 7.0398788550
1995-05-01 7.0229525653
1995-06-01 6.9725943117
1995-07-01 6.8813030090
1995-08-01 6.9333385520
1995-09-01 6.9893706371
1995-10-01 7.1764976630
1995-11-01 7.2568241387
1995-12-01 7.3507072015
1996-01-01 7.0240408401
1996-02-01 7.2333265255
1996-03-01 7.2208010219
1996-04-01 7.1265178014
1996-05-01 7.1335830005
1996-06-01 7.2586332356
1996-07-01 7.2716002473
1996-08-01 7.3418357173
1996-09-01 7.3808302270
1996-10-01 7.2810933867
1996-11-01 7.2738361481
1996-12-01 7.3683704848
1997-01-01 7.4305158308
1997-02-01 7.4355464125
1997-03-01 7.4135445002
1997-04-01 7.5181914847
1997-05-01 7.4299852785
1997-06-01 7.5471457766
1997-07-01 7.5612770471
1997-08-01 7.6428887009
1997-09-01 7.5670809220
1997-10-01 7.5824578387
1997-11-01 7.5963488033
1997-12-01 7.4822907740
1998-01-01 7.7492877847
1998-02-01 7.7465725463
1998-03-01 7.8148030218
1998-04-01 7.9024284493
1998-05-01 8.0087883066
1998-06-01 8.0319344767
1998-07-01 8.1403828893
1998-08-01 8.1445324154
1998-09-01 8.2681639524
1998-10-01 8.2827910127
1998-11-01 8.1057162646
1998-12-01 8.1958079703
1999-01-01 8.1658304247
1999-02-01 8.2648529744
1999-03-01 8.3264554434
1999-04-01 8.4923107349
1999-05-01 8.2767234161
1999-06-01 8.3397385814
1999-07-01 8.2175430846
1999-08-01 8.1499529932
1999-09-01 8.2674536911
1999-10-01 8.2818528667
1999-11-01 8.4110483948
1999-12-01 8.4045882284
2000-01-01 8.4857042041
2000-02-01 8.4756294495
2000-03-01 8.4344197803
2000-04-01 8.4808798966
2000-05-01 8.4495864361
2000-06-01 8.5514872612
2000-07-01 8.1125499171
2000-08-01 8.2557008114
2000-09-01 8.1770076765
2000-10-01 8.1732133843
2000-11-01 8.0925098811
2000-12-01 8.1019970493
2001-01-01 7.8746797525
2001-02-01 7.8675914815
2001-03-01 8.0548456486
2001-04-01 8.1832742005
2001-05-01 8.0453915327
2001-06-01 7.8792256360
2001-07-01 7.9100167255
2001-08-01 7.8493298821
2001-09-01 7.7744358809
2001-10-01 7.7579290614
2001-11-01 7.7813461561
2001-12-01 7.8034191059
2002-01-01 7.7712668724
2002-02-01 7.7693082221
2002-03-01 7.7817021630
2002-04-01 7.7824834485
2002-05-01 7.7487056609
2002-06-01 7.7931448880
2002-07-01 7.9106682889
2002-08-01 8.0273089020
2002-09-01 7.8717591893
2002-10-01 7.7405264307
2002-11-01 7.6678734842
2002-12-01 7.6080996122
2003-01-01 7.5620052130
2003-02-01 7.5739996695
2003-03-01 7.5095956629
2003-04-01 7.4795669499
2003-05-01 7.4553551776
2003-06-01 7.5053341321
2003-07-01 7.4240038051
2003-08-01 7.5087222821
2003-09-01 7.5588650852
2003-10-01 7.7210003226
2003-11-01 7.8640902269
2003-12-01 7.9205723937
2004-01-01 7.9802542226
2004-02-01 7.9982836114
2004-03-01 8.0389164039
2004-04-01 8.0710625873
2004-05-01 8.0458094478
2004-06-01 8.3902035638
2004-07-01 8.5206973944
2004-08-01 8.5784098372
2004-09-01 8.6482016650
2004-10-01 8.6965539761
2004-11-01 8.6475854941
2004-12-01 8.6238825460
2005-01-01 8.8115665263
2005-02-01 8.8430605497
2005-03-01 8.6593893284
2005-04-01 8.8638345797
2005-05-01 8.8319022265
2005-06-01 8.7796910659
2005-07-01 8.8400316032
2005-08-01 8.8672953853
2005-09-01 8.8378381975
2005-10-01 8.6874687507
2005-11-01 8.9391231427
2005-12-01 8.9111335012
2006-01-01 9.0345771816
2006-02-01 9.0655531703
2006-03-01 8.9655917175
2006-04-01 9.3543943459
2006-05-01 9.4205943837
2006-06-01 9.1727398019
2006-07-01 9.1688076371
2006-08-01 9.1701820983
2006-09-01 9.1276414748
2006-10-01 9.0768659865
2006-11-01 9.0191461430
2006-12-01 9.0788498163
2007-01-01 9.0530025917
2007-02-01 9.0735959531
2007-03-01 9.2647982330
2007-04-01 9.4622927546
2007-05-01 9.5315829237
2007-06-01 9.6676631786
2007-07-01 9.4885366325
2007-08-01 9.5812125113
2007-09-01 9.5066008295
2007-10-01 9.5596804572
2007-11-01 9.5978628560
2007-12-01 9.5374728162
2008-01-01 9.4828665451
2008-02-01 9.3823956022
2008-03-01 9.4660799711
2008-04-01 9.2663201678
2008-05-01 9.2520995058
2008-06-01 9.1711976867
2008-07-01 9.1205296058
2008-08-01 9.0123476173
2008-09-01 9.0078157857
2008-10-01 8.8544448013
2008-11-01 8.7850833104
2008-12-01 8.1096949450
2009-01-01 7.9454020702
2009-02-01 7.8362260280
2009-03-01 7.5279928590
2009-04-01 7.3628461564
2009-05-01 7.1761317476
2009-06-01 7.1017873085
2009-07-01 6.9489462138
2009-08-01 6.8486898037
2009-09-01 6.8276085118
2009-10-01 6.6855393284
2009-11-01 6.6102413483
2009-12-01 6.5077367618
2010-01-01 6.3967934483
2010-02-01 6.3842184723
2010-03-01 6.3054176526
2010-04-01 6.2494868266
2010-05-01 6.2897967129
2010-06-01 6.2188766170
2010-07-01 6.3560230394
2010-08-01 6.4623078166
2010-09-01 6.3351455941
2010-10-01 6.3938344285
2010-11-01 6.5189245076
2010-12-01 6.3028379702
2011-01-01 6.1839875422
2011-02-01 6.2729572337
2011-03-01 6.2971698261
2011-04-01 6.3385543205
2011-05-01 6.2920944110
2011-06-01 6.3279598782
2011-07-01 6.2536134513
2011-08-01 6.2667342418
2011-09-01 6.2403281138
2011-10-01 6.4044906293
2011-11-01 6.4400194433
2011-12-01 6.5052210241
2012-01-01 6.4759436879
2012-02-01 6.4706404954
2012-03-01 6.5886797477
2012-04-01 6.6210225107
2012-05-01 6.6892076717
2012-06-01 6.6319920935
2012-07-01 6.6519611722
2012-08-01 6.6650003892
2012-09-01 6.6482640728
2012-10-01 6.5167919327
2012-11-01 6.5629896780
2012-12-01 6.5176372525
2013-01-01 6.4515523684
2013-02-01 6.4575859259
2013-03-01 6.3642465048
2013-04-01 6.3080245136
2013-05-01 6.1862805729
2013-06-01 6.1486999732
2013-07-01 6.1590973952
2013-08-01 6.0679134614
2013-09-01 6.0629559464
2013-10-01 5.9375792820
2013-11-01 5.9853638285
2013-12-01 6.0378846842
2014-01-01 6.1166286609
2014-02-01 6.0217384044
2014-03-01 6.0447985352
2014-04-01 6.1087886896
2014-05-01 6.0929755291
2014-06-01 6.0545405052
2014-07-01 6.0621746718
2014-08-01 6.0683760624
2014-09-01 6.0709178271
2014-10-01 6.0461440927
2014-11-01 5.9993461690
2014-12-01 5.9542386879
2015-01-01 5.9907646095
2015-02-01 5.8941672383
2015-03-01 5.9330710040
2015-04-01 5.9131227374
2015-05-01 6.0001114635
2015-06-01 6.0568798205
2015-07-01 6.0607432275
2015-08-01 6.1679962439
2015-09-01 6.0807958610
2015-10-01 6.2515212413
2015-11-01 6.3062544117
2015-12-01 6.3645612021
2016-01-01 6.4763697996
2016-02-01 6.5838252478
2016-03-01 6.6293701267
2016-04-01 6.6287270997
2016-05-01 6.6103290139
2016-06-01 6.5496464225
2016-07-01 6.6482014359
2016-08-01 6.6618931199
2016-09-01 6.7877332297
2016-10-01 6.9552848052
2016-11-01 7.1092570062
2016-12-01 7.0726025770
2017-01-01 7.0761175580
2017-02-01 7.1762186004
2017-03-01 7.1205537678
2017-04-01 7.1401543193
2017-05-01 7.2191695897
2017-06-01 7.3433071114
2017-07-01 7.3311200769
2017-08-01 7.3540097382
2017-09-01 7.3910496264
2017-10-01 7.3640545856
2017-11-01 7.4052810929
2017-12-01 7.3760170656
2018-01-01 7.4890153406
2018-02-01 7.4686805981
2018-03-01 7.5109986024
2018-04-01 7.6568709989
2018-05-01 7.7317829744
2018-06-01 7.6399275210
2018-07-01 7.6061349419
2018-08-01 7.5449709325
2018-09-01 7.4826624433
2018-10-01 7.4787339936
2018-11-01 7.5062836320
2018-12-01 7.5820136530
2019-01-01 7.6073191731
2019-02-01 7.5673990143
2019-03-01 7.6062840451
2019-04-01 7.5585016087
2019-05-01 7.6336492351
2019-06-01 7.6357092352
2019-07-01 7.7843634526
2019-08-01 7.8365117645
2019-09-01 7.8667744094
2019-10-01 7.8946278606
2019-11-01 7.9115578288
2019-12-01 7.8876506141
2020-01-01 7.3140084116
2020-02-01 7.3703845030
2020-03-01 7.4067306108
2020-04-01 7.3611983545
2020-05-01 7.3342523639
2020-06-01 7.3328631316
2020-07-01 7.2733931891
2020-08-01 7.3329559463
2020-09-01 7.3462151020
2020-10-01 7.4084114068
2020-11-01 7.4188838205
2020-12-01 7.5008615835
2021-01-01 7.3293035008
2021-02-01 7.2692285742
2021-03-01 7.4107207683
2021-04-01 7.3613412176
2021-05-01 7.3287416971
2021-06-01 7.3235139165
2021-07-01 7.3599405792
2021-08-01 7.3365419446
2021-09-01 7.3291307706
2021-10-01 7.3172842705
2021-11-01 7.3225162180
2021-12-01 7.4059215902
2022-01-01 7.4440346479
2022-02-01 7.4718403762
2022-03-01 7.4191458422
2022-04-01 7.4633701048
2022-05-01 7.5226550592
2022-06-01 7.5088052412
2022-07-01 7.4482891193
2022-08-01 7.4438979030
2022-09-01 7.4125563299
2022-10-01 7.3290415740
2022-11-01 7.3258546886
2022-12-01 7.3060536536
2023-01-01 7.4524102950
2023-02-01 7.3720631248
2023-03-01 7.4311353845
2023-04-01 7.5629446319
2023-05-01 7.5077449521
2023-06-01 7.4949555416
2023-07-01 7.7401967470
2023-08-01 7.9497593871
2023-09-01 7.9040030230
2023-10-01 7.9451286159
2023-11-01 7.9285328731
2023-12-01 7.8992011075
2024-01-01 7.8585142439
2024-02-01 7.9851309064
2024-03-01 7.9394094771
2024-04-01 7.8614437208
2024-05-01 7.9986650458
2024-06-01 7.9847623101
2024-07-01 8.0369684957
2024-08-01 7.9531510491
2024-09-01 7.9062286331
2024-10-01 8.0524474002
2024-11-01 8.1262354687
2024-12-01 8.1895812426
2025-01-01 8.0662711538
2025-02-01 8.1897303518
2025-03-01 8.2402156894
2025-04-01 8.2645574366
2025-05-01 8.2873475737
2025-06-01 8.3799873174
2025-07-01 8.2407946842
2025-08-01 8.2530025590
2025-09-01 8.3128395666
2025-10-01 8.2548573963
2025-11-01 8.3200505036
2025-12-01 8.3784828043
2026-01-01 8.5793927755
2026-02-01 8.3968064785
2026-03-01 8.4358750035
2026-04-01 8.4639714294
2026-05-01 8.4816588318
2026-06-01 8.3839118135
2026-07-01 8.5435279199
2026-08-01 8.6490711832
2026-09-01 8.6185086260

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