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 2026-04-01
Last Updated 2026-05-26 2:49 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 25.1926146410225
1990-02-01 25.3097089702145
1990-03-01 25.4097199015479
1990-04-01 25.3483196632643
1990-05-01 25.3598702291881
1990-06-01 25.1788362809141
1990-07-01 25.1595438392988
1990-08-01 25.0457343656587
1990-09-01 24.9079519537215
1990-10-01 24.8628796164161
1990-11-01 24.6849490628078
1990-12-01 24.4402924361678
1991-01-01 24.3888111890085
1991-02-01 23.8109342918421
1991-03-01 23.5141197594052
1991-04-01 23.0438796415701
1991-05-01 23.2649544245173
1991-06-01 23.1800680347728
1991-07-01 23.0593988133860
1991-08-01 22.9457914472464
1991-09-01 22.9097303463925
1991-10-01 22.7493475144168
1991-11-01 22.8923453731368
1991-12-01 22.6469310488441
1992-01-01 23.2733984498193
1992-02-01 23.2043577933929
1992-03-01 23.3274478151584
1992-04-01 23.3464054884151
1992-05-01 23.3732055743697
1992-06-01 23.3817415509191
1992-07-01 23.2512353984274
1992-08-01 23.2483948916731
1992-09-01 23.2007440089523
1992-10-01 23.1421219491473
1992-11-01 23.2060552445031
1992-12-01 23.1562561578321
1993-01-01 23.1572079384147
1993-02-01 23.2018042456484
1993-03-01 23.2300942898430
1993-04-01 23.3551623973510
1993-05-01 23.1786722946753
1993-06-01 23.1856570396320
1993-07-01 23.3303770935688
1993-08-01 23.7496960524387
1993-09-01 23.5937289437288
1993-10-01 23.7401549782046
1993-11-01 23.6276058101279
1993-12-01 23.7805591681689
1994-01-01 23.7382636092508
1994-02-01 23.7840003174569
1994-03-01 23.9163855840527
1994-04-01 24.1732196832246
1994-05-01 24.2857188452229
1994-06-01 24.3942189959676
1994-07-01 24.3996276640432
1994-08-01 24.5543765750471
1994-09-01 24.5910807307966
1994-10-01 24.8382719061232
1994-11-01 24.8561814528098
1994-12-01 24.8024070996130
1995-01-01 24.9328843052814
1995-02-01 24.8722435465124
1995-03-01 24.5824787542698
1995-04-01 24.4857438263154
1995-05-01 24.4785585050850
1995-06-01 24.4032033407466
1995-07-01 24.4792693783767
1995-08-01 24.3545780666973
1995-09-01 24.5010242536418
1995-10-01 24.3405064722734
1995-11-01 24.4868247243253
1995-12-01 24.5367298290968
1996-01-01 24.4237759533945
1996-02-01 24.3420442773221
1996-03-01 24.5521715453992
1996-04-01 24.5895703343137
1996-05-01 24.6639542859561
1996-06-01 24.7043495277058
1996-07-01 24.8744075540127
1996-08-01 24.6552094378390
1996-09-01 24.5096964079364
1996-10-01 24.0646242052965
1996-11-01 24.1150903506063
1996-12-01 24.0658160048846
1997-01-01 24.2176614281047
1997-02-01 24.3231426873674
1997-03-01 24.3124305143070
1997-04-01 23.8745687097888
1997-05-01 23.8438553035689
1997-06-01 23.7931498889032
1997-07-01 23.7923759804086
1997-08-01 23.6480951555028
1997-09-01 23.6251270167381
1997-10-01 23.9019124972114
1997-11-01 23.8402155333401
1997-12-01 23.8989774326128
1998-01-01 23.5068924843605
1998-02-01 23.2910405025763
1998-03-01 23.4781443669343
1998-04-01 23.4585350426292
1998-05-01 23.4330664516444
1998-06-01 23.1752646359164
1998-07-01 23.3135697774688
1998-08-01 23.5348519828332
1998-09-01 23.6501528951508
1998-10-01 23.9298495998606
1998-11-01 23.6604356694068
1998-12-01 23.7114935066590
1999-01-01 23.8055836007958
1999-02-01 23.8842260532848
1999-03-01 23.7550539550754
1999-04-01 24.0378139424783
1999-05-01 24.0245232108643
1999-06-01 24.0576664334275
1999-07-01 23.9303537503594
1999-08-01 23.9159710940021
1999-09-01 23.8696693932479
1999-10-01 23.6428643534819
1999-11-01 23.6733507839295
1999-12-01 23.6228760131726
2000-01-01 23.8053147043107
2000-02-01 23.7826900021097
2000-03-01 23.8594795152059
2000-04-01 23.7307984244978
2000-05-01 23.6198420829625
2000-06-01 23.5389232092691
2000-07-01 23.3269129808744
2000-08-01 23.2952040111045
2000-09-01 23.2815391082262
2000-10-01 23.2449733181479
2000-11-01 23.3788493960022
2000-12-01 23.3216654342000
2001-01-01 22.6178643379219
2001-02-01 22.5055233170346
2001-03-01 22.2722771299202
2001-04-01 21.9262885199752
2001-05-01 21.8155409413522
2001-06-01 21.7304026946456
2001-07-01 21.7053376714868
2001-08-01 21.4766121026886
2001-09-01 21.0833391972615
2001-10-01 20.9396003777676
2001-11-01 20.6781310565286
2001-12-01 20.6238319724645
2002-01-01 20.4346442828898
2002-02-01 20.3213306976646
2002-03-01 20.2922994573693
2002-04-01 20.2356053347199
2002-05-01 20.1135525746091
2002-06-01 20.0290914476340
2002-07-01 20.0685171546988
2002-08-01 19.6590780677754
2002-09-01 19.7920440942048
2002-10-01 19.6204953871572
2002-11-01 19.4779122543019
2002-12-01 18.9256315905435
2003-01-01 17.8522603462459
2003-02-01 17.8436287328219
2003-03-01 17.8133062347409
2003-04-01 17.7373034487446
2003-05-01 17.7008737784867
2003-06-01 17.6424476846047
2003-07-01 17.4345726865731
2003-08-01 17.4545735511356
2003-09-01 17.3822588921820
2003-10-01 17.5118162951163
2003-11-01 17.4742905814287
2003-12-01 17.5260018567063
2004-01-01 17.4618026006199
2004-02-01 17.5630318559722
2004-03-01 17.5343452759650
2004-04-01 17.7417173938599
2004-05-01 17.7897732703529
2004-06-01 17.8583124419878
2004-07-01 18.0051158921150
2004-08-01 18.1456352319321
2004-09-01 18.2717084305397
2004-10-01 18.3115675524543
2004-11-01 18.4744268512020
2004-12-01 18.5258070936154
2005-01-01 18.6641708508076
2005-02-01 18.7780875054841
2005-03-01 18.7420057599534
2005-04-01 18.0508647989308
2005-05-01 18.0796720774424
2005-06-01 18.1826437066149
2005-07-01 18.2829198176662
2005-08-01 18.3410576494573
2005-09-01 18.3548442675112
2005-10-01 18.5256404344964
2005-11-01 18.5645216212097
2005-12-01 18.6121918043030
2006-01-01 18.8604788757885
2006-02-01 18.8906191058155
2006-03-01 18.8403105709894
2006-04-01 19.1727601255223
2006-05-01 19.0844402243947
2006-06-01 19.2050156626230
2006-07-01 18.5687826090017
2006-08-01 18.5269214828306
2006-09-01 18.5445442356266
2006-10-01 18.2358522844075
2006-11-01 18.2570223680302
2006-12-01 18.1949513372160
2007-01-01 17.9571216878955
2007-02-01 17.8021699233987
2007-03-01 17.7315583667977
2007-04-01 17.5863139886986
2007-05-01 17.3904138789439
2007-06-01 17.4212116495033
2007-07-01 17.4733880334013
2007-08-01 17.4274814610098
2007-09-01 17.2327535065540
2007-10-01 17.1391030127553
2007-11-01 16.9467502879519
2007-12-01 16.8752557394659
2008-01-01 16.8510314070294
2008-02-01 16.9145635682936
2008-03-01 16.9206081277894
2008-04-01 16.7895360035022
2008-05-01 16.8990344756202
2008-06-01 16.8301037771694
2008-07-01 16.8951198026081
2008-08-01 16.8286184932209
2008-09-01 16.7350386976318
2008-10-01 16.6288978319385
2008-11-01 16.5383249976489
2008-12-01 16.3666863441743
2009-01-01 16.1500877508412
2009-02-01 15.7133438765047
2009-03-01 15.4102154845277
2009-04-01 15.1771655077831
2009-05-01 15.2968801857268
2009-06-01 15.3358831394475
2009-07-01 15.3303782051824
2009-08-01 15.4445332462148
2009-09-01 15.5409722685524
2009-10-01 15.5159465227633
2009-11-01 15.7297248097691
2009-12-01 15.8629139443435
2010-01-01 15.9436868102898
2010-02-01 16.1085412459565
2010-03-01 16.1984255219791
2010-04-01 16.2562599010062
2010-05-01 16.1975779143452
2010-06-01 16.2445575050022
2010-07-01 16.0604157393880
2010-08-01 16.0603468169682
2010-09-01 16.0536882737715
2010-10-01 16.2032072642841
2010-11-01 16.1236535511357
2010-12-01 16.1674183095085
2011-01-01 16.3401912184839
2011-02-01 16.5016442997580
2011-03-01 16.3818475773384
2011-04-01 16.4353782130620
2011-05-01 16.4925272820545
2011-06-01 16.4466979467430
2011-07-01 16.4867401502191
2011-08-01 16.4804339492597
2011-09-01 16.4596087241689
2011-10-01 16.4968696202359
2011-11-01 16.5242866538293
2011-12-01 16.4736041730938
2012-01-01 16.4334795177712
2012-02-01 16.4950254798208
2012-03-01 16.4682338208663
2012-04-01 16.6231921460722
2012-05-01 16.5889893269923
2012-06-01 16.5554771275768
2012-07-01 16.4946083409115
2012-08-01 16.4819112322499
2012-09-01 16.5684248578249
2012-10-01 16.4990628362871
2012-11-01 16.4272711840836
2012-12-01 16.3829887284773
2013-01-01 16.3320345970402
2013-02-01 16.2840648419695
2013-03-01 16.3555080921976
2013-04-01 16.2263384007224
2013-05-01 16.0811563015796
2013-06-01 16.0554200453117
2013-07-01 16.2002773764886
2013-08-01 16.1788566230521
2013-09-01 16.1677048759778
2013-10-01 16.3118135890761
2013-11-01 16.3328952778284
2013-12-01 16.3920252744375
2014-01-01 16.3272196155201
2014-02-01 16.2684576422047
2014-03-01 16.3485377768046
2014-04-01 16.3345950105853
2014-05-01 16.3787326070207
2014-06-01 16.4577545681750
2014-07-01 16.3960321109402
2014-08-01 16.5685587332124
2014-09-01 16.4778881599142
2014-10-01 16.3292317994420
2014-11-01 16.3329567924854
2014-12-01 16.2921433755382
2015-01-01 16.3269017737508
2015-02-01 16.3462692374630
2015-03-01 16.2482098481644
2015-04-01 15.4437887837624
2015-05-01 15.4844202757621
2015-06-01 15.4498989780425
2015-07-01 15.6934249528263
2015-08-01 15.5637072186973
2015-09-01 15.4896788850145
2015-10-01 15.5441365314263
2015-11-01 15.5272696388130
2015-12-01 15.4870384310493
2016-01-01 15.7307787592258
2016-02-01 15.6142831159945
2016-03-01 15.7626410340746
2016-04-01 15.6468249043732
2016-05-01 15.6947249691823
2016-06-01 15.6502762636704
2016-07-01 15.4854582582519
2016-08-01 15.4624557555909
2016-09-01 15.5137673674214
2016-10-01 15.3471664829836
2016-11-01 15.3108114913869
2016-12-01 15.2703990414479
2017-01-01 15.3388099361278
2017-02-01 15.3803005062552
2017-03-01 15.3825012660687
2017-04-01 15.5482614973079
2017-05-01 15.3199286688464
2017-06-01 15.2537454259446
2017-07-01 15.2878585809019
2017-08-01 15.2644627631433
2017-09-01 15.2207851267697
2017-10-01 15.3434639625364
2017-11-01 15.3882827184146
2017-12-01 15.4449508157762
2018-01-01 15.4511059843790
2018-02-01 15.4535709933476
2018-03-01 15.3986753929100
2018-04-01 15.4459549965638
2018-05-01 15.4563024781031
2018-06-01 15.5740438051644
2018-07-01 15.6924935778515
2018-08-01 15.6591385668871
2018-09-01 15.6300079755581
2018-10-01 15.6215282100848
2018-11-01 15.6672009478201
2018-12-01 15.6135158292236
2019-01-01 15.4600265397268
2019-02-01 15.3421260423949
2019-03-01 15.5118318558831
2019-04-01 15.8426808420035
2019-05-01 15.7949046750338
2019-06-01 15.7958277171082
2019-07-01 15.7043771216617
2019-08-01 15.5523730421298
2019-09-01 15.5225598781845
2019-10-01 15.4974698983899
2019-11-01 15.4519164478170
2019-12-01 15.3903472384659
2020-01-01 15.3690662957192
2020-02-01 15.3429843468596
2020-03-01 15.4210887134406
2020-04-01 14.8379499339859
2020-05-01 13.9156376350083
2020-06-01 14.6123358481585
2020-07-01 14.9178857901145
2020-08-01 15.0488378184307
2020-09-01 15.1128819153322
2020-10-01 15.0740409665685
2020-11-01 15.1477894222131
2020-12-01 15.1858305826277
2021-01-01 15.1706311164903
2021-02-01 15.1524343465394
2021-03-01 15.2201643445881
2021-04-01 15.1323014368513
2021-05-01 15.1196594724011
2021-06-01 15.1163329181228
2021-07-01 15.2311378481563
2021-08-01 15.4509520585721
2021-09-01 15.3974421821995
2021-10-01 15.5642911808704
2021-11-01 15.5499014934972
2021-12-01 15.7003564464466
2022-01-01 15.7718962383962
2022-02-01 15.8695551315536
2022-03-01 16.0087677824134
2022-04-01 16.2249360682643
2022-05-01 16.3014250764786
2022-06-01 16.3097393225922
2022-07-01 16.3338564376182
2022-08-01 16.2583001951670
2022-09-01 16.3933208274913
2022-10-01 16.4645586321065
2022-11-01 16.4587569440786
2022-12-01 16.5256813436611
2023-01-01 16.6741066568969
2023-02-01 16.5867864747874
2023-03-01 16.5969484967737
2023-04-01 16.6123999092005
2023-05-01 16.6719260411076
2023-06-01 16.7925599447589
2023-07-01 16.8247137548379
2023-08-01 16.8715256143499
2023-09-01 16.9962931961159
2023-10-01 16.9772031968879
2023-11-01 17.0679777738663
2023-12-01 17.0533636359557
2024-01-01 17.0788402542475
2024-02-01 17.1018184334707
2024-03-01 17.0848407823595
2024-04-01 17.1005118067742
2024-05-01 17.1401591580818
2024-06-01 17.1692203448601
2024-07-01 17.2117596767491
2024-08-01 17.2870442807277
2024-09-01 17.3016949406576
2024-10-01 17.3957415181534
2024-11-01 17.4767921879494
2024-12-01 17.4780178764217
2025-01-01 17.5819550007518
2025-02-01 17.6084004833993
2025-03-01 17.6735630096318
2025-04-01 17.6894455676295
2025-05-01 17.7192550904938
2025-06-01 17.7515425011002
2025-07-01 17.6024666844730
2025-08-01 17.4954472338439
2025-09-01 17.4073907415846
2025-10-01 17.4134484786338
2025-11-01 17.3827629900550
2025-12-01 17.3941068696618
2026-01-01 17.3816659998261
2026-02-01 17.4126825428168
2026-03-01 17.4614214413112
2026-04-01 16.7819308012112

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