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 2026-05-01
Last Updated 2026-06-24 9:49 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 25.1926146231114
1990-02-01 25.3097089699269
1990-03-01 25.4097199095992
1990-04-01 25.3483197550131
1990-05-01 25.3598702624552
1990-06-01 25.1788363755072
1990-07-01 25.1595438656084
1990-08-01 25.0457344007039
1990-09-01 24.9079519681543
1990-10-01 24.8628793364127
1990-11-01 24.6849490693805
1990-12-01 24.4402924241061
1991-01-01 24.3888111610873
1991-02-01 23.8109342749599
1991-03-01 23.5141197549237
1991-04-01 23.0438797475218
1991-05-01 23.2649544766057
1991-06-01 23.1800681851129
1991-07-01 23.0593988826084
1991-08-01 22.9457914988535
1991-09-01 22.9097303320948
1991-10-01 22.7493471384616
1991-11-01 22.8923453188626
1991-12-01 22.6469309934958
1992-01-01 23.2733984071971
1992-02-01 23.2043577825441
1992-03-01 23.3274478300971
1992-04-01 23.3464056576710
1992-05-01 23.3732057121572
1992-06-01 23.3817418560857
1992-07-01 23.2512355990623
1992-08-01 23.2483949904473
1992-09-01 23.2007438919076
1992-10-01 23.1421212949387
1992-11-01 23.2060549160500
1992-12-01 23.1562559259937
1993-01-01 23.1572078808691
1993-02-01 23.2018043396927
1993-03-01 23.2300944527599
1993-04-01 23.3551627656614
1993-05-01 23.1786726479650
1993-06-01 23.1856574830804
1993-07-01 23.3303776992943
1993-08-01 23.7496963791714
1993-09-01 23.5937290541922
1993-10-01 23.7401524824858
1993-11-01 23.6276053709792
1993-12-01 23.7805587892050
1994-01-01 23.7382634550320
1994-02-01 23.7840003825613
1994-03-01 23.9163866534971
1994-04-01 24.1732206630216
1994-05-01 24.2857191573166
1994-06-01 24.3942195598152
1994-07-01 24.3996288166929
1994-08-01 24.5543770349099
1994-09-01 24.5910808862099
1994-10-01 24.8382676804366
1994-11-01 24.8561812824853
1994-12-01 24.8024044335501
1995-01-01 24.9328840471562
1995-02-01 24.8722457436841
1995-03-01 24.5824803779534
1995-04-01 24.4857452312250
1995-05-01 24.4785588756393
1995-06-01 24.4032047591654
1995-07-01 24.4792708657057
1995-08-01 24.3545785415170
1995-09-01 24.5010242983785
1995-10-01 24.3404995668648
1995-11-01 24.4868243289672
1995-12-01 24.5367246106395
1996-01-01 24.4237757668755
1996-02-01 24.3420491977534
1996-03-01 24.5521745405667
1996-04-01 24.5895728200919
1996-05-01 24.6639550528823
1996-06-01 24.7043519609035
1996-07-01 24.8744089598289
1996-08-01 24.6552093102040
1996-09-01 24.5096951759430
1996-10-01 24.0646150680801
1996-11-01 24.1150884633275
1996-12-01 24.0658076791740
1997-01-01 24.2176617908552
1997-02-01 24.3231516646247
1997-03-01 24.3124356696627
1997-04-01 23.8745731133526
1997-05-01 23.8438573499478
1997-06-01 23.7931535758967
1997-07-01 23.7923767647616
1997-08-01 23.6480934926300
1997-09-01 23.6251238919353
1997-10-01 23.9019000810622
1997-11-01 23.8402093700637
1997-12-01 23.8989628409510
1998-01-01 23.5068989352775
1998-02-01 23.2910540193469
1998-03-01 23.4781529530312
1998-04-01 23.4585445031660
1998-05-01 23.4330701523062
1998-06-01 23.1752691951793
1998-07-01 23.3135661766052
1998-08-01 23.5348474011742
1998-09-01 23.6501470512671
1998-10-01 23.9298352820401
1998-11-01 23.6604244068106
1998-12-01 23.7114725043667
1999-01-01 23.8055968951810
1999-02-01 23.8842453899349
1999-03-01 23.7550663276112
1999-04-01 24.0378292883688
1999-05-01 24.0245297413204
1999-06-01 24.0576723009883
1999-07-01 23.9303405732302
1999-08-01 23.9159661254654
1999-09-01 23.8696595408691
1999-10-01 23.6428454494658
1999-11-01 23.6733384634218
1999-12-01 23.6228493766334
2000-01-01 23.8053323850587
2000-02-01 23.7827166457380
2000-03-01 23.8594972272262
2000-04-01 23.7308193105023
2000-05-01 23.6198504581402
2000-06-01 23.5389285663473
2000-07-01 23.3268892591238
2000-08-01 23.2951982516821
2000-09-01 23.2815253073283
2000-10-01 23.2449514917374
2000-11-01 23.3788390579359
2000-12-01 23.3216393241320
2001-01-01 22.6178817745047
2001-02-01 22.5055552514748
2001-03-01 22.2722994162557
2001-04-01 21.9263116067991
2001-05-01 21.8155497755893
2001-06-01 21.7304060203456
2001-07-01 21.7053064496733
2001-08-01 21.4766065934754
2001-09-01 21.0833225657730
2001-10-01 20.9395761655766
2001-11-01 20.6781255080624
2001-12-01 20.6238078476475
2002-01-01 20.4346609767035
2002-02-01 20.3213667786687
2002-03-01 20.2923275381407
2002-04-01 20.2356242915249
2002-05-01 20.1135579132025
2002-06-01 20.0290910568772
2002-07-01 20.0684834586891
2002-08-01 19.6590711869200
2002-09-01 19.7920275846096
2002-10-01 19.6204740248679
2002-11-01 19.4779116404533
2002-12-01 18.9256152932099
2003-01-01 17.8522735597853
2003-02-01 17.8436640789520
2003-03-01 17.8133374252703
2003-04-01 17.7373128899613
2003-05-01 17.7008744800278
2003-06-01 17.6424442183394
2003-07-01 17.4345410882907
2003-08-01 17.4545672472463
2003-09-01 17.3822443988283
2003-10-01 17.5117982536199
2003-11-01 17.4742961277814
2003-12-01 17.5259936110265
2004-01-01 17.4618111156904
2004-02-01 17.5630644434653
2004-03-01 17.5343777199192
2004-04-01 17.7417158639565
2004-05-01 17.7897668311798
2004-06-01 17.8583063814772
2004-07-01 18.0050923876911
2004-08-01 18.1456278121178
2004-09-01 18.2716982780281
2004-10-01 18.3115560421370
2004-11-01 18.4744342078891
2004-12-01 18.5258080133815
2005-01-01 18.6641764754272
2005-02-01 18.7781118719999
2005-03-01 18.7420343801434
2005-04-01 18.0508555221663
2005-05-01 18.0796610300384
2005-06-01 18.1826368215030
2005-07-01 18.2829061274043
2005-08-01 18.3410501416013
2005-09-01 18.3548386555930
2005-10-01 18.5256345898183
2005-11-01 18.5645278098745
2005-12-01 18.6121953283437
2006-01-01 18.8604856213476
2006-02-01 18.8906359277816
2006-03-01 18.8403343594965
2006-04-01 19.1727467500928
2006-05-01 19.0844262480768
2006-06-01 19.2050096714261
2006-07-01 18.5687764508519
2006-08-01 18.5269142554930
2006-09-01 18.5445428922852
2006-10-01 18.2358514160433
2006-11-01 18.2570254473884
2006-12-01 18.1949560196681
2007-01-01 17.9571290331269
2007-02-01 17.8021785692930
2007-03-01 17.7315749822767
2007-04-01 17.5863017778133
2007-05-01 17.3904019423583
2007-06-01 17.4212078345299
2007-07-01 17.4733849292407
2007-08-01 17.4274771360924
2007-09-01 17.2327541433637
2007-10-01 17.1391028516428
2007-11-01 16.9467528516899
2007-12-01 16.8752587360743
2008-01-01 16.8510361461591
2008-02-01 16.9145680301648
2008-03-01 16.9206187177770
2008-04-01 16.7895280429830
2008-05-01 16.8990255364117
2008-06-01 16.8301021864934
2008-07-01 16.8951187706772
2008-08-01 16.8286162489963
2008-09-01 16.7350398089119
2008-10-01 16.6288979296133
2008-11-01 16.5383262172526
2008-12-01 16.3666873908050
2009-01-01 16.1500898164671
2009-02-01 15.7133445937577
2009-03-01 15.4102194911233
2009-04-01 15.1771652196430
2009-05-01 15.2968757700730
2009-06-01 15.3358830274361
2009-07-01 15.3303783879395
2009-08-01 15.4445321711812
2009-09-01 15.5409726152351
2009-10-01 15.5159461115598
2009-11-01 15.7297246300819
2009-12-01 15.8629130081407
2010-01-01 15.9436866147286
2010-02-01 16.1085397712523
2010-03-01 16.1984256391838
2010-04-01 16.2562625962617
2010-05-01 16.1975792995652
2010-06-01 16.2445599947358
2010-07-01 16.0604154046686
2010-08-01 16.0603472269029
2010-09-01 16.0536896846141
2010-10-01 16.2032078089263
2010-11-01 16.1236523493733
2010-12-01 16.1674146148887
2011-01-01 16.3401863967363
2011-02-01 16.5016381952707
2011-03-01 16.3818425726920
2011-04-01 16.4353822247038
2011-05-01 16.4925349754515
2011-06-01 16.4467059706266
2011-07-01 16.4867438794535
2011-08-01 16.4804383121465
2011-09-01 16.4596162470007
2011-10-01 16.4968715292868
2011-11-01 16.5242808603953
2011-12-01 16.4735885069268
2012-01-01 16.4334601400011
2012-02-01 16.4950104869877
2012-03-01 16.4682277342133
2012-04-01 16.6232041529740
2012-05-01 16.5890103565623
2012-06-01 16.5554970248818
2012-07-01 16.4946192659204
2012-08-01 16.4819186311872
2012-09-01 16.5684387468576
2012-10-01 16.4990721999968
2012-11-01 16.4272722708209
2012-12-01 16.3829129363331
2013-01-01 16.3319810634006
2013-02-01 16.2840739776882
2013-03-01 16.3554651179827
2013-04-01 16.2263954987285
2013-05-01 16.0812131611374
2013-06-01 16.0554594070095
2013-07-01 16.2002960266845
2013-08-01 16.1788713130291
2013-09-01 16.1677163714466
2013-10-01 16.3118252304499
2013-11-01 16.3328848829464
2013-12-01 16.3918748031212
2014-01-01 16.3271099684562
2014-02-01 16.2684480013731
2014-03-01 16.3483942745464
2014-04-01 16.3349651139694
2014-05-01 16.3787711751167
2014-06-01 16.4577876281715
2014-07-01 16.3960556686559
2014-08-01 16.5685823537419
2014-09-01 16.4778809698349
2014-10-01 16.3292279497461
2014-11-01 16.3329152895028
2014-12-01 16.2918742940938
2015-01-01 16.3266916284642
2015-02-01 16.3462345397746
2015-03-01 16.2480138040045
2015-04-01 15.4445526367137
2015-05-01 15.4845090854483
2015-06-01 15.4499516328045
2015-07-01 15.6934346502424
2015-08-01 15.5637042891141
2015-09-01 15.4896360326495
2015-10-01 15.5440759263783
2015-11-01 15.5271170245192
2015-12-01 15.4866509466316
2016-01-01 15.7304596540567
2016-02-01 15.6141339695102
2016-03-01 15.7622120701372
2016-04-01 15.6486069477281
2016-05-01 15.6948097252893
2016-06-01 15.6502990138466
2016-07-01 15.4854066870821
2016-08-01 15.4623700001834
2016-09-01 15.5136283971241
2016-10-01 15.3469948395584
2016-11-01 15.3105095027325
2016-12-01 15.2698654047102
2017-01-01 15.3383594483869
2017-02-01 15.3799570389977
2017-03-01 15.3818383246018
2017-04-01 15.5514224020062
2017-05-01 15.3203466926095
2017-06-01 15.2535516496747
2017-07-01 15.2875757997471
2017-08-01 15.2641447295707
2017-09-01 15.2204212270011
2017-10-01 15.3431127820873
2017-11-01 15.3878460635255
2017-12-01 15.4443789433351
2018-01-01 15.4505849007452
2018-02-01 15.4530656635285
2018-03-01 15.3979045369770
2018-04-01 15.4505453291431
2018-05-01 15.4571068985577
2018-06-01 15.5736768835637
2018-07-01 15.6920036661163
2018-08-01 15.6579492412294
2018-09-01 15.6294292776713
2018-10-01 15.6210519853448
2018-11-01 15.6667580771090
2018-12-01 15.6130158357882
2019-01-01 15.4595181543979
2019-02-01 15.3416430528135
2019-03-01 15.5113737883321
2019-04-01 15.8478384846283
2019-05-01 15.7962706888244
2019-06-01 15.7955931893447
2019-07-01 15.7041412454959
2019-08-01 15.5485808033807
2019-09-01 15.5222610966585
2019-10-01 15.4971756687662
2019-11-01 15.4516210950254
2019-12-01 15.3900707728357
2020-01-01 15.3688879382331
2020-02-01 15.3427292773133
2020-03-01 15.4209494232436
2020-04-01 14.8429749271301
2020-05-01 13.9171797569561
2020-06-01 14.6123237733461
2020-07-01 14.9179696263421
2020-08-01 15.0425087106159
2020-09-01 15.1129350878096
2020-10-01 15.0740123156792
2020-11-01 15.1477336674364
2020-12-01 15.1858351879736
2021-01-01 15.1709575725190
2021-02-01 15.1526912855452
2021-03-01 15.2206055551182
2021-04-01 15.1364950254911
2021-05-01 15.1211663392390
2021-06-01 15.1162548775309
2021-07-01 15.2313475034809
2021-08-01 15.4426684297390
2021-09-01 15.3978113943197
2021-10-01 15.5644259729587
2021-11-01 15.5499515849983
2021-12-01 15.7006080595218
2022-01-01 15.7730017972730
2022-02-01 15.8709607921053
2022-03-01 16.0102483043617
2022-04-01 16.2281348556643
2022-05-01 16.3021373594244
2022-06-01 16.3092205994899
2022-07-01 16.3330437654338
2022-08-01 16.2487355817775
2022-09-01 16.3961344428912
2022-10-01 16.4634554223824
2022-11-01 16.4581121521660
2022-12-01 16.5260499214931
2023-01-01 16.6760591843042
2023-02-01 16.5897632471408
2023-03-01 16.6007873557575
2023-04-01 16.6167254289674
2023-05-01 16.6697769613613
2023-06-01 16.7907238208032
2023-07-01 16.8218199108723
2023-08-01 16.8610065130243
2023-09-01 17.0018637341514
2023-10-01 16.9758663841595
2023-11-01 17.0642620250291
2023-12-01 17.0551128733939
2024-01-01 17.0825575018813
2024-02-01 17.1069350882109
2024-03-01 17.0914069021728
2024-04-01 17.1078001992408
2024-05-01 17.1309995898979
2024-06-01 17.1657459654321
2024-07-01 17.2061319766389
2024-08-01 17.2771840811827
2024-09-01 17.3105173192875
2024-10-01 17.3942090503273
2024-11-01 17.4694373346737
2024-12-01 17.4815166140724
2025-01-01 17.5874428681375
2025-02-01 17.6154948202022
2025-03-01 17.6830717548347
2025-04-01 17.7011154068180
2025-05-01 17.7010238267574
2025-06-01 17.7463341790376
2025-07-01 17.5944786199634
2025-08-01 17.4871217448794
2025-09-01 17.4177578964433
2025-10-01 17.4129821370600
2025-11-01 17.3718489185438
2025-12-01 17.3998013362867
2026-01-01 17.3890019827274
2026-02-01 17.4216634844612
2026-03-01 17.4732642403307
2026-04-01 16.7969342238313
2026-05-01 16.8817378736889

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