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 2026-01-01
Last Updated 2026-04-10 4:04 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 25.1926145360879
1990-02-01 25.3097089684439
1990-03-01 25.4097199484229
1990-04-01 25.3483202002104
1990-05-01 25.3598704221205
1990-06-01 25.1788368271385
1990-07-01 25.1595439913681
1990-08-01 25.0457345696748
1990-09-01 24.9079520373376
1990-10-01 24.8628779920844
1990-11-01 24.6849491006748
1990-12-01 24.4402923655260
1991-01-01 24.3888110258039
1991-02-01 23.8109341932209
1991-03-01 23.5141197327985
1991-04-01 23.0438802613347
1991-05-01 23.2649547269177
1991-06-01 23.1800689050685
1991-07-01 23.0593992157429
1991-08-01 22.9457917482572
1991-09-01 22.9097302630136
1991-10-01 22.7493453322976
1991-11-01 22.8923450570626
1991-12-01 22.6469307264755
1992-01-01 23.2733982009284
1992-02-01 23.2043577289061
1992-03-01 23.3274478994413
1992-04-01 23.3464064747287
1992-05-01 23.3732063740081
1992-06-01 23.3817433219317
1992-07-01 23.2512365680439
1992-08-01 23.2483954717397
1992-09-01 23.2007433316507
1992-10-01 23.1421181509987
1992-11-01 23.2060533329854
1992-12-01 23.1562548058151
1993-01-01 23.1572075978006
1993-02-01 23.2018047872157
1993-03-01 23.2300952325474
1993-04-01 23.3551645380033
1993-05-01 23.1786743425656
1993-06-01 23.1856596100451
1993-07-01 23.3303806380279
1993-08-01 23.7496979647717
1993-09-01 23.5937295993859
1993-10-01 23.7401404779005
1993-11-01 23.6276032546319
1993-12-01 23.7805569498155
1994-01-01 23.7382626903487
1994-02-01 23.7840006796769
1994-03-01 23.9163918075169
1994-04-01 24.1732253676726
1994-05-01 24.2857206457260
1994-06-01 24.3942222602960
1994-07-01 24.3996344084227
1994-08-01 24.5543792715802
1994-09-01 24.5910816725211
1994-10-01 24.8382473729209
1994-11-01 24.8561804932401
1994-12-01 24.8023914808573
1995-01-01 24.9328828385448
1995-02-01 24.8722561805613
1995-03-01 24.5824882549430
1995-04-01 24.4857520111517
1995-05-01 24.4785606879665
1995-06-01 24.4032114540214
1995-07-01 24.4792781332052
1995-08-01 24.3545808828548
1995-09-01 24.5010245776016
1995-10-01 24.3404663957834
1995-11-01 24.4868225018515
1995-12-01 24.5366992705927
1996-01-01 24.4237749420850
1996-02-01 24.3420725836748
1996-03-01 24.5521890020512
1996-04-01 24.5895847494583
1996-05-01 24.6639587942594
1996-06-01 24.7043635020721
1996-07-01 24.8744160294738
1996-08-01 24.6552089302009
1996-09-01 24.5096894067960
1996-10-01 24.0645711839617
1996-11-01 24.1150794586418
1996-12-01 24.0657672437346
1997-01-01 24.2176635796991
1997-02-01 24.3231942737871
1997-03-01 24.3124602352172
1997-04-01 23.8745939295140
1997-05-01 23.8438671778761
1997-06-01 23.7931713791244
1997-07-01 23.7923815770582
1997-08-01 23.6480864280930
1997-09-01 23.6251093600237
1997-10-01 23.9018403331102
1997-11-01 23.8401794252572
1997-12-01 23.8988918179126
1998-01-01 23.5069299978354
1998-02-01 23.2911179932027
1998-03-01 23.4781932790673
1998-04-01 23.4585890789378
1998-05-01 23.4330872277177
1998-06-01 23.1752906699789
1998-07-01 23.3135531316869
1998-08-01 23.5348287838934
1998-09-01 23.6501190402223
1998-10-01 23.9297657923608
1998-11-01 23.6603691873528
1998-12-01 23.7113698526868
1999-01-01 23.8056605891873
1999-02-01 23.8843365884775
1999-03-01 23.7551237811286
1999-04-01 24.0379012479387
1999-05-01 24.0245591385890
1999-06-01 24.0576985737127
1999-07-01 23.9302870377607
1999-08-01 23.9159516027813
1999-09-01 23.8696117195843
1999-10-01 23.6427540047067
1999-11-01 23.6732746494003
1999-12-01 23.6227180677375
2000-01-01 23.8054159831987
2000-02-01 23.7828398727231
2000-03-01 23.8595781835360
2000-04-01 23.7309175710073
2000-05-01 23.6198890453365
2000-06-01 23.5389529245900
2000-07-01 23.3267923911208
2000-08-01 23.2951873927962
2000-09-01 23.2814589914841
2000-10-01 23.2448462471711
2000-11-01 23.3787803444558
2000-12-01 23.3215064305551
2001-01-01 22.6179588318046
2001-02-01 22.5056975147351
2001-03-01 22.2723992334601
2001-04-01 21.9264217217804
2001-05-01 21.8155949454762
2001-06-01 21.7304258263835
2001-07-01 21.7051811765147
2001-08-01 21.4766044453725
2001-09-01 21.0832457815969
2001-10-01 20.9394607698820
2001-11-01 20.6780838131350
2001-12-01 20.6236781648561
2002-01-01 20.4347257048401
2002-02-01 20.3215143708527
2002-03-01 20.2924345004091
2002-04-01 20.2357360134867
2002-05-01 20.1136005523997
2002-06-01 20.0291022427682
2002-07-01 20.0683527179493
2002-08-01 19.6590671339271
2002-09-01 19.7919538160282
2002-10-01 19.6203712182634
2002-11-01 19.4778883329277
2002-12-01 18.9255150346784
2003-01-01 17.8523096667132
2003-02-01 17.8437921041663
2003-03-01 17.8134337798883
2003-04-01 17.7374133723489
2003-05-01 17.7009103972984
2003-06-01 17.6424503800623
2003-07-01 17.4344232655357
2003-08-01 17.4545681790899
2003-09-01 17.3821806307468
2003-10-01 17.5117110769393
2003-11-01 17.4742968138810
2003-12-01 17.5259244489367
2004-01-01 17.4618145987765
2004-02-01 17.5631651850875
2004-03-01 17.5344550482112
2004-04-01 17.7417964061078
2004-05-01 17.7897921957995
2004-06-01 17.8583065856521
2004-07-01 18.0050106285177
2004-08-01 18.1456187440394
2004-09-01 18.2716534705441
2004-10-01 18.3114975274723
2004-11-01 18.4744417622012
2004-12-01 18.5257783749396
2005-01-01 18.6641600239831
2005-02-01 18.7781693528081
2005-03-01 18.7420868326224
2005-04-01 18.0509157886524
2005-05-01 18.0796771330976
2005-06-01 18.1826342649746
2005-07-01 18.2828648401949
2005-08-01 18.3410325779083
2005-09-01 18.3548126607780
2005-10-01 18.5256021513496
2005-11-01 18.5645313783535
2005-12-01 18.6121795747607
2006-01-01 18.8604760808166
2006-02-01 18.8906618814619
2006-03-01 18.8403621462487
2006-04-01 19.1727915405804
2006-05-01 19.0844356347372
2006-06-01 19.2050061127983
2006-07-01 18.5687626856631
2006-08-01 18.5268880910628
2006-09-01 18.5445329627501
2006-10-01 18.2358402628806
2006-11-01 18.2570194649813
2006-12-01 18.1949525141088
2007-01-01 17.9571301033286
2007-02-01 17.8021801417143
2007-03-01 17.7315856266718
2007-04-01 17.5863368635201
2007-05-01 17.3904075120721
2007-06-01 17.4212056461803
2007-07-01 17.4733775423585
2007-08-01 17.4274587019898
2007-09-01 17.2327499914403
2007-10-01 17.1390964103182
2007-11-01 16.9467508027326
2007-12-01 16.8752573773255
2008-01-01 16.8510373355071
2008-02-01 16.9145673369323
2008-03-01 16.9206234364944
2008-04-01 16.7895498151821
2008-05-01 16.8990295127401
2008-06-01 16.8301005762780
2008-07-01 16.8951140333318
2008-08-01 16.8286031612752
2008-09-01 16.7350379307047
2008-10-01 16.6288946439838
2008-11-01 16.5383260247817
2008-12-01 16.3666873753485
2009-01-01 16.1500915658511
2009-02-01 15.7133441867371
2009-03-01 15.4102217366222
2009-04-01 15.1771765273572
2009-05-01 15.2968781745587
2009-06-01 15.3358819958623
2009-07-01 15.3303751982424
2009-08-01 15.4445243379016
2009-09-01 15.5409713774143
2009-10-01 15.5159445707447
2009-11-01 15.7297249048235
2009-12-01 15.8629132884913
2010-01-01 15.9436888623344
2010-02-01 16.1085404807173
2010-03-01 16.1984263678665
2010-04-01 16.2562654625190
2010-05-01 16.1975816055122
2010-06-01 16.2445596799880
2010-07-01 16.0604133731126
2010-08-01 16.0603441703380
2010-09-01 16.0536887791180
2010-10-01 16.2032074626895
2010-11-01 16.1236524664848
2010-12-01 16.1674147939382
2011-01-01 16.3401876673910
2011-02-01 16.5016382438797
2011-03-01 16.3818422200528
2011-04-01 16.4353831572309
2011-05-01 16.4925355972848
2011-06-01 16.4467063713088
2011-07-01 16.4867430402270
2011-08-01 16.4804383722676
2011-09-01 16.4596165716750
2011-10-01 16.4968717452502
2011-11-01 16.5242806221928
2011-12-01 16.4735875427915
2012-01-01 16.4334594364656
2012-02-01 16.4950096280800
2012-03-01 16.4682271002471
2012-04-01 16.6232041680523
2012-05-01 16.5890113927398
2012-06-01 16.5554981504937
2012-07-01 16.4946202064730
2012-08-01 16.4819199861626
2012-09-01 16.5684402623650
2012-10-01 16.4990734686269
2012-11-01 16.4272730031202
2012-12-01 16.3829074242112
2013-01-01 16.3319751664971
2013-02-01 16.2840751483191
2013-03-01 16.3554631013055
2013-04-01 16.2263975869235
2013-05-01 16.0812158710890
2013-06-01 16.0554612309291
2013-07-01 16.2002977947327
2013-08-01 16.1788732036882
2013-09-01 16.1677199508807
2013-10-01 16.3118278932876
2013-11-01 16.3328869501506
2013-12-01 16.3918649630248
2014-01-01 16.3270977788641
2014-02-01 16.2684467600622
2014-03-01 16.3483847277791
2014-04-01 16.3349831559443
2014-05-01 16.3787721538588
2014-06-01 16.4577895928438
2014-07-01 16.3960596093236
2014-08-01 16.5685862629766
2014-09-01 16.4778872628827
2014-10-01 16.3292324102396
2014-11-01 16.3329185162311
2014-12-01 16.2918564728711
2015-01-01 16.3266676543575
2015-02-01 16.3462265047918
2015-03-01 16.2479966003889
2015-04-01 15.4445915470910
2015-05-01 15.4845154910616
2015-06-01 15.4499593255771
2015-07-01 15.6934412378230
2015-08-01 15.5637081672080
2015-09-01 15.4896449506640
2015-10-01 15.5440812728738
2015-11-01 15.5271162122822
2015-12-01 15.4866266027865
2016-01-01 15.7304337793327
2016-02-01 15.6141116312038
2016-03-01 15.7621306260507
2016-04-01 15.6487063438233
2016-05-01 15.6948254802013
2016-06-01 15.6503159815848
2016-07-01 15.4854256820624
2016-08-01 15.4623890920112
2016-09-01 15.5136485940871
2016-10-01 15.3470008135276
2016-11-01 15.3105067841622
2016-12-01 15.2698383478902
2017-01-01 15.3383172300060
2017-02-01 15.3798732774933
2017-03-01 15.3816682556261
2017-04-01 15.5516155874797
2017-05-01 15.3202557041707
2017-06-01 15.2536484185497
2017-07-01 15.2876399906517
2017-08-01 15.2642508309069
2017-09-01 15.2205168518574
2017-10-01 15.3431440360913
2017-11-01 15.3878161690261
2017-12-01 15.4443115455396
2018-01-01 15.4505017176028
2018-02-01 15.4528699306089
2018-03-01 15.3975849519220
2018-04-01 15.4507732803317
2018-05-01 15.4568554556328
2018-06-01 15.5738079882695
2018-07-01 15.6920817584294
2018-08-01 15.6586645408422
2018-09-01 15.6295811459642
2018-10-01 15.6210791733155
2018-11-01 15.6666511967034
2018-12-01 15.6128388272574
2019-01-01 15.4593272767140
2019-02-01 15.3412598438784
2019-03-01 15.5108740520300
2019-04-01 15.8480338227632
2019-05-01 15.7958223233109
2019-06-01 15.7955686263231
2019-07-01 15.7038891437253
2019-08-01 15.5513789685036
2019-09-01 15.5221098137603
2019-10-01 15.4969967373664
2019-11-01 15.4513962737531
2019-12-01 15.3898076022457
2020-01-01 15.3679508186169
2020-02-01 15.3422488349391
2020-03-01 15.4203714816077
2020-04-01 14.8431323346354
2020-05-01 13.9167970425165
2020-06-01 14.6123914030612
2020-07-01 14.9177361712667
2020-08-01 15.0476391365642
2020-09-01 15.1125071807342
2020-10-01 15.0733111525258
2020-11-01 15.1467742116504
2020-12-01 15.1847681944825
2021-01-01 15.1686930534562
2021-02-01 15.1519253465032
2021-03-01 15.2202722491165
2021-04-01 15.1371797994427
2021-05-01 15.1216943892738
2021-06-01 15.1174027116549
2021-07-01 15.2320059155283
2021-08-01 15.4500556035919
2021-09-01 15.3970370785408
2021-10-01 15.5625862371669
2021-11-01 15.5472223237583
2021-12-01 15.6964029293944
2022-01-01 15.7685962651111
2022-02-01 15.8696208942241
2022-03-01 16.0107158623212
2022-04-01 16.2306035722233
2022-05-01 16.3054015546530
2022-06-01 16.3127927909333
2022-07-01 16.3370423866741
2022-08-01 16.2586743228314
2022-09-01 16.3926972121729
2022-10-01 16.4608134038705
2022-11-01 16.4520023227765
2022-12-01 16.5139643847594
2023-01-01 16.6681829098570
2023-02-01 16.5882086069219
2023-03-01 16.6038418047275
2023-04-01 16.6212236858031
2023-05-01 16.6799053019477
2023-06-01 16.7988419740730
2023-07-01 16.8307503354419
2023-08-01 16.8729544945371
2023-09-01 16.9941793111233
2023-10-01 16.9691613479343
2023-11-01 17.0559860650385
2023-12-01 17.0316518223142
2024-01-01 17.0698519473114
2024-02-01 17.1037228458935
2024-03-01 17.0986677187533
2024-04-01 17.1160946051004
2024-05-01 17.1524565572483
2024-06-01 17.1786826029945
2024-07-01 17.2204777631282
2024-08-01 17.2894932293852
2024-09-01 17.2975243725808
2024-10-01 17.3828191897384
2024-11-01 17.4591974484061
2024-12-01 17.4459218676104
2025-01-01 17.5699970889956
2025-02-01 17.6099709582617
2025-03-01 17.6952296566721
2025-04-01 17.7132971047326
2025-05-01 17.7356503155466
2025-06-01 17.7636726067492
2025-07-01 17.6128518154042
2025-08-01 17.4982031463005
2025-09-01 17.4007893947466
2025-10-01 17.3957654354461
2025-11-01 17.3610820912203
2025-12-01 17.3544197723551
2026-01-01 17.2680032359565

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