Table Data - All Employees: Manufacturing in Roanoke, VA (MSA)

Title All Employees: Manufacturing in Roanoke, VA (MSA)
Series ID ROAN251MFG
Source U.S. Bureau of Labor Statistics
Release State Employment and Unemployment
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2026-08-01
Last Updated 2026-09-18 12:16 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 25.1926146613
1990-02-01 25.3097089706
1990-03-01 25.4097198919
1990-04-01 25.3483195672
1990-05-01 25.3598701786
1990-06-01 25.1788361137
1990-07-01 25.1595437944
1990-08-01 25.0457343091
1990-09-01 24.9079519302
1990-10-01 24.8628800450
1990-11-01 24.6849490497
1990-12-01 24.4402924497
1991-01-01 24.3888112240
1991-02-01 23.8109343147
1991-03-01 23.5141197647
1991-04-01 23.0438795291
1991-05-01 23.2649543465
1991-06-01 23.1800677841
1991-07-01 23.0593987103
1991-08-01 22.9457913692
1991-09-01 22.9097303643
1991-10-01 22.7493480821
1991-11-01 22.8923454429
1991-12-01 22.6469311204
1992-01-01 23.2733985054
1992-02-01 23.2043578087
1992-03-01 23.3274477924
1992-04-01 23.3464052906
1992-05-01 23.3732053748
1992-06-01 23.3817410778
1992-07-01 23.2512351150
1992-08-01 23.2483947534
1992-09-01 23.2007441700
1992-10-01 23.1421228984
1992-11-01 23.2060556767
1992-12-01 23.1562564663
1993-01-01 23.1572080296
1993-02-01 23.2018041560
1993-03-01 23.2300941047
1993-04-01 23.3551619218
1993-05-01 23.1786717503
1993-06-01 23.1856563139
1993-07-01 23.3303762568
1993-08-01 23.7496955724
1993-09-01 23.5937287582
1993-10-01 23.7401586047
1993-11-01 23.6276063397
1993-12-01 23.7805596463
1994-01-01 23.7382638335
1994-02-01 23.7840003055
1994-03-01 23.9163844794
1994-04-01 24.1732182106
1994-05-01 24.2857182384
1994-06-01 24.3942179634
1994-07-01 24.3996260335
1994-08-01 24.5543758585
1994-09-01 24.5910804859
1994-10-01 24.8382781551
1994-11-01 24.8561816355
1994-12-01 24.8024104115
1995-01-01 24.9328846972
1995-02-01 24.8722409479
1995-03-01 24.5824771933
1995-04-01 24.4857417192
1995-05-01 24.4785579778
1995-06-01 24.4032001949
1995-07-01 24.4792674603
1995-08-01 24.3545772915
1995-09-01 24.5010239751
1995-10-01 24.3405169819
1995-11-01 24.4868251233
1995-12-01 24.5367363815
1996-01-01 24.4237763729
1996-02-01 24.3420382986
1996-03-01 24.5521681598
1996-04-01 24.5895663624
1996-05-01 24.6639532873
1996-06-01 24.7043443537
1996-07-01 24.8744064120
1996-08-01 24.6552099218
1996-09-01 24.5096978106
1996-10-01 24.0646379578
1996-11-01 24.1150924299
1996-12-01 24.0658265251
1997-01-01 24.2176612683
1997-02-01 24.3231313327
1997-03-01 24.3124232039
1997-04-01 23.8745609818
1997-05-01 23.8438523573
1997-06-01 23.7931431130
1997-07-01 23.7923777589
1997-08-01 23.6480993863
1997-09-01 23.6251314878
1997-10-01 23.9019310743
1997-11-01 23.8402226750
1997-12-01 23.8989945447
1998-01-01 23.5068861035
1998-02-01 23.2910229371
1998-03-01 23.4781313943
1998-04-01 23.4585120040
1998-05-01 23.4330603273
1998-06-01 23.1752550708
1998-07-01 23.3135894439
1998-08-01 23.5348639526
1998-09-01 23.6501603691
1998-10-01 23.9298707428
1998-11-01 23.6604499963
1998-12-01 23.7115178343
1999-01-01 23.8055690123
1999-02-01 23.8841988893
1999-03-01 23.7550328164
1999-04-01 24.0377715233
1999-05-01 24.0245092877
1999-06-01 24.0576517187
1999-07-01 23.9304124551
1999-08-01 23.9159754694
1999-09-01 23.8696862095
1999-10-01 23.6429001787
1999-11-01 23.6733581301
1999-12-01 23.6229103039
2000-01-01 23.8053077276
2000-02-01 23.7826414592
2000-03-01 23.8594437605
2000-04-01 23.7307358488
2000-05-01 23.6198201269
2000-06-01 23.5389044934
2000-07-01 23.3270110327
2000-08-01 23.2952015615
2000-09-01 23.2815656046
2000-10-01 23.2450219191
2000-11-01 23.3788478208
2000-12-01 23.3217061558
2001-01-01 22.6178723515
2001-02-01 22.5054577565
2001-03-01 22.2722270854
2001-04-01 21.9262144170
2001-05-01 21.8155092441
2001-06-01 21.7303810728
2001-07-01 21.7054587969
2001-08-01 21.4765984701
2001-09-01 21.0833744968
2001-10-01 20.9396616120
2001-11-01 20.6781186250
2001-12-01 20.6238795363
2002-01-01 20.4346721095
2002-02-01 20.3212587737
2002-03-01 20.2922522673
2002-04-01 20.2355130408
2002-05-01 20.1135107490
2002-06-01 20.0290670061
2002-07-01 20.0686374858
2002-08-01 19.6590651337
2002-09-01 19.7920798967
2002-10-01 19.6205557873
2002-11-01 19.4779006235
2002-12-01 18.9256791114
2003-01-01 17.8523012421
2003-02-01 17.8435715286
2003-03-01 17.8132762895
2003-04-01 17.7371941199
2003-05-01 17.7008246747
2003-06-01 17.6424211062
2003-07-01 17.4346746158
2003-08-01 17.4545551611
2003-09-01 17.3822942467
2003-10-01 17.5118745546
2003-11-01 17.4742770409
2003-12-01 17.5260482287
2004-01-01 17.4618584079
2004-02-01 17.5629936065
2004-03-01 17.5343386569
2004-04-01 17.7415999211
2004-05-01 17.7897166092
2004-06-01 17.8582885496
2004-07-01 18.0051793209
2004-08-01 18.1456281859
2004-09-01 18.2717365913
2004-10-01 18.3116115386
2004-11-01 18.4744243203
2004-12-01 18.5258447780
2005-01-01 18.6642237487
2005-02-01 18.7780784499
2005-03-01 18.7420184227
2005-04-01 18.0507511213
2005-05-01 18.0796148936
2005-06-01 18.1826253403
2005-07-01 18.2829447039
2005-08-01 18.3410616860
2005-09-01 18.3548644806
2005-10-01 18.5256686391
2005-11-01 18.5645294298
2005-12-01 18.6122216717
2006-01-01 18.8605185400
2006-02-01 18.8906311802
2006-03-01 18.8403414790
2006-04-01 19.1726552814
2006-05-01 19.0843843604
2006-06-01 19.2050026967
2006-07-01 18.5687849566
2006-08-01 18.5269389261
2006-09-01 18.5445551973
2006-10-01 18.2358654861
2006-11-01 18.2570396796
2006-12-01 18.1949701082
2007-01-01 17.9571420743
2007-02-01 17.8021934467
2007-03-01 17.7315923292
2007-04-01 17.5862267490
2007-05-01 17.3903695853
2007-06-01 17.4212030871
2007-07-01 17.4733900896
2007-08-01 17.4274953575
2007-09-01 17.2327616249
2007-10-01 17.1391119109
2007-11-01 16.9467611011
2007-12-01 16.8752670094
2008-01-01 16.8510443392
2008-02-01 16.9145774510
2008-03-01 16.9206326357
2008-04-01 16.7894807944
2008-05-01 16.8990010446
2008-06-01 16.8301004116
2008-07-01 16.8951241666
2008-08-01 16.8286304158
2008-09-01 16.7350448594
2008-10-01 16.6289033850
2008-11-01 16.5383299270
2008-12-01 16.3666908064
2009-01-01 16.1500928269
2009-02-01 15.7133461241
2009-03-01 15.4102237648
2009-04-01 15.1771462525
2009-05-01 15.2968612065
2009-06-01 15.3358822545
2009-07-01 15.3303841229
2009-08-01 15.4445414642
2009-09-01 15.5409762351
2009-10-01 15.5159490751
2009-11-01 15.7297256526
2009-12-01 15.8629131517
2010-01-01 15.9436856604
2010-02-01 16.1085364852
2010-03-01 16.1984209569
2010-04-01 16.2562653196
2010-05-01 16.1975708975
2010-06-01 16.2445597339
2010-07-01 16.0604212763
2010-08-01 16.0603524701
2010-09-01 16.0536928964
2010-10-01 16.2032098551
2010-11-01 16.1236523210
2010-12-01 16.1674123522
2011-01-01 16.3401823475
2011-02-01 16.5016322907
2011-03-01 16.3818286827
2011-04-01 16.4353951975
2011-05-01 16.4925352473
2011-06-01 16.4467077195
2011-07-01 16.4867513627
2011-08-01 16.4804409110
2011-09-01 16.4596201431
2011-10-01 16.4968737328
2011-11-01 16.5242801198
2011-12-01 16.4735846802
2012-01-01 16.4334531592
2012-02-01 16.4949990081
2012-03-01 16.4681960217
2012-04-01 16.6232323215
2012-05-01 16.5890185112
2012-06-01 16.5555035424
2012-07-01 16.4946289952
2012-08-01 16.4819215591
2012-09-01 16.5684431665
2012-10-01 16.4990737700
2012-11-01 16.4272690996
2012-12-01 16.3829074440
2013-01-01 16.3319740283
2013-02-01 16.2840553645
2013-03-01 16.3554141961
2013-04-01 16.2264361731
2013-05-01 16.0812300215
2013-06-01 16.0554717710
2013-07-01 16.2003085900
2013-08-01 16.1788750576
2013-09-01 16.1677221583
2013-10-01 16.3118254671
2013-11-01 16.3328786183
2013-12-01 16.3918675896
2014-01-01 16.3271033202
2014-02-01 16.2684227943
2014-03-01 16.3483258013
2014-04-01 16.3350183376
2014-05-01 16.3787957458
2014-06-01 16.4578046462
2014-07-01 16.3960699480
2014-08-01 16.5685872449
2014-09-01 16.4778866484
2014-10-01 16.3292256482
2014-11-01 16.3329062008
2014-12-01 16.2918655303
2015-01-01 16.3266856862
2015-02-01 16.3462057990
2015-03-01 16.2479434308
2015-04-01 15.4446079485
2015-05-01 15.4845367747
2015-06-01 15.4499713048
2015-07-01 15.6934492555
2015-08-01 15.5637082890
2015-09-01 15.4896418646
2015-10-01 15.5440721029
2015-11-01 15.5271063795
2015-12-01 15.4866422337
2016-01-01 15.7304549647
2016-02-01 15.6141024064
2016-03-01 15.7621349360
2016-04-01 15.6486806411
2016-05-01 15.6948349392
2016-06-01 15.6503160289
2016-07-01 15.4854182502
2016-08-01 15.4623726670
2016-09-01 15.5136319601
2016-10-01 15.3469890622
2016-11-01 15.3104972200
2016-12-01 15.2698571858
2017-01-01 15.3383582443
2017-02-01 15.3799281533
2017-03-01 15.3817560282
2017-04-01 15.5515219501
2017-05-01 15.3203678771
2017-06-01 15.2535570349
2017-07-01 15.2875808334
2017-08-01 15.2641430791
2017-09-01 15.2204212490
2017-10-01 15.3431066204
2017-11-01 15.3878354076
2017-12-01 15.4443713725
2018-01-01 15.4505831154
2018-02-01 15.4530419597
2018-03-01 15.3978209833
2018-04-01 15.4506756476
2018-05-01 15.4571271994
2018-06-01 15.5736700800
2018-07-01 15.6919991715
2018-08-01 15.6579331770
2018-09-01 15.6294232456
2018-10-01 15.6210478414
2018-11-01 15.6667528179
2018-12-01 15.6130077276
2019-01-01 15.4595088717
2019-02-01 15.3416262113
2019-03-01 15.5113084093
2019-04-01 15.8479790373
2019-05-01 15.7962990354
2019-06-01 15.7955921383
2019-07-01 15.7041592966
2019-08-01 15.5484521215
2019-09-01 15.5222803693
2019-10-01 15.4971921126
2019-11-01 15.4516337819
2019-12-01 15.3900795017
2020-01-01 15.3688012367
2020-02-01 15.3427341593
2020-03-01 15.4209122388
2020-04-01 14.8431301869
2020-05-01 13.9172387551
2020-06-01 14.6123622398
2020-07-01 14.9180259378
2020-08-01 15.0422655918
2020-09-01 15.1129628774
2020-10-01 15.0740140319
2020-11-01 15.1477034423
2020-12-01 15.1857774326
2021-01-01 15.1707142687
2021-02-01 15.1526796264
2021-03-01 15.2206594702
2021-04-01 15.1368203313
2021-05-01 15.1215131103
2021-06-01 15.1165505145
2021-07-01 15.2314940487
2021-08-01 15.4421962686
2021-09-01 15.3976377405
2021-10-01 15.5641763588
2021-11-01 15.5496542827
2021-12-01 15.7002748676
2022-01-01 15.7724446670
2022-02-01 15.8709035934
2022-03-01 16.0106316742
2022-04-01 16.2291079889
2022-05-01 16.3033237946
2022-06-01 16.3103172519
2022-07-01 16.3333209506
2022-08-01 16.2478684532
2022-09-01 16.3946793690
2022-10-01 16.4624886642
2022-11-01 16.4572038991
2022-12-01 16.5252299504
2023-01-01 16.6752261520
2023-02-01 16.5898558674
2023-03-01 16.6019147977
2023-04-01 16.6189358855
2023-05-01 16.6724852730
2023-06-01 16.7942513232
2023-07-01 16.8222392840
2023-08-01 16.8586385040
2023-09-01 16.9963431132
2023-10-01 16.9734287020
2023-11-01 17.0639471168
2023-12-01 17.0534464475
2024-01-01 17.0818823422
2024-02-01 17.1080115365
2024-03-01 17.0937830688
2024-04-01 17.1118750949
2024-05-01 17.1375012663
2024-06-01 17.1704120802
2024-07-01 17.2044706838
2024-08-01 17.2727494770
2024-09-01 17.3002543315
2024-10-01 17.3903322724
2024-11-01 17.4703558521
2024-12-01 17.4792824654
2025-01-01 17.5873566812
2025-02-01 17.6178944394
2025-03-01 17.6868324140
2025-04-01 17.7071344052
2025-05-01 17.7118055870
2025-06-01 17.7517175798
2025-07-01 17.5896282225
2025-08-01 17.4802539803
2025-09-01 17.4028974836
2025-10-01 17.4078831656
2025-11-01 17.3746685768
2025-12-01 17.3972513957
2026-01-01 17.3899000991
2026-02-01 17.4256631832
2026-03-01 17.4783573968
2026-04-01 16.8046883832
2026-05-01 16.8969169724
2026-06-01 16.9427038241
2026-07-01 17.1793380049
2026-08-01 17.0813770709

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