Table Data - All Employees: Manufacturing in Wichita Falls, TX (MSA)

Title All Employees: Manufacturing in Wichita Falls, TX (MSA)
Series ID WICH648MFG
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 12:20 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 8.1643288112
1990-02-01 8.0720175801
1990-03-01 8.0239699430
1990-04-01 8.2274452888
1990-05-01 8.2798999751
1990-06-01 8.1462498539
1990-07-01 8.1613506316
1990-08-01 8.0897438741
1990-09-01 8.1671817574
1990-10-01 8.1242157292
1990-11-01 8.0975008099
1990-12-01 8.0543010364
1991-01-01 7.9575916549
1991-02-01 7.9697168509
1991-03-01 7.9200604575
1991-04-01 7.8228808669
1991-05-01 7.7758113581
1991-06-01 7.7534575841
1991-07-01 7.6663597198
1991-08-01 7.6932442679
1991-09-01 7.5728128153
1991-10-01 7.5296651908
1991-11-01 7.4986439769
1991-12-01 7.5582622795
1992-01-01 7.5438004405
1992-02-01 7.5594395803
1992-03-01 7.5135262669
1992-04-01 7.6126969854
1992-05-01 7.6732634896
1992-06-01 7.7642078026
1992-07-01 7.7773988593
1992-08-01 7.7979163066
1992-09-01 7.7876839814
1992-10-01 7.8334117774
1992-11-01 7.8021869912
1992-12-01 7.7623379371
1993-01-01 7.7221023124
1993-02-01 7.7471295607
1993-03-01 7.7080750622
1993-04-01 7.6958613435
1993-05-01 7.7669544247
1993-06-01 7.7788520972
1993-07-01 7.6902463084
1993-08-01 7.9072949449
1993-09-01 8.0061667778
1993-10-01 7.9327581831
1993-11-01 8.0066622884
1993-12-01 7.9707964656
1994-01-01 7.9985070732
1994-02-01 7.9333112063
1994-03-01 8.0023021765
1994-04-01 7.9790658056
1994-05-01 7.9615847012
1994-06-01 7.8917153674
1994-07-01 7.9019386171
1994-08-01 7.8147590875
1994-09-01 7.9225909972
1994-10-01 7.9280592326
1994-11-01 8.0147568933
1994-12-01 7.9761007003
1995-01-01 8.1797079467
1995-02-01 8.2288365409
1995-03-01 8.4024230758
1995-04-01 8.2658667393
1995-05-01 8.1538360561
1995-06-01 8.1998320092
1995-07-01 8.2073939584
1995-08-01 8.2162927445
1995-09-01 8.2298518736
1995-10-01 8.3176943095
1995-11-01 8.3227166656
1995-12-01 8.3867999413
1996-01-01 8.3737090675
1996-02-01 8.4316952652
1996-03-01 8.4070380371
1996-04-01 8.5577095122
1996-05-01 8.5526280319
1996-06-01 8.4978960831
1996-07-01 8.5069299684
1996-08-01 8.5068388121
1996-09-01 8.5302807473
1996-10-01 8.4008124676
1996-11-01 8.5309151241
1996-12-01 8.4934190267
1997-01-01 8.5825864140
1997-02-01 8.5432967142
1997-03-01 8.6203688786
1997-04-01 8.5565144485
1997-05-01 8.5485730441
1997-06-01 8.5945788898
1997-07-01 8.5977022802
1997-08-01 8.5939874802
1997-09-01 8.6252419713
1997-10-01 8.5813775836
1997-11-01 8.7282160916
1997-12-01 8.9055869998
1998-01-01 8.9018118653
1998-02-01 8.9570576876
1998-03-01 8.9288983923
1998-04-01 8.9576468489
1998-05-01 9.0526586982
1998-06-01 9.0904043039
1998-07-01 9.0865186545
1998-08-01 9.1844895216
1998-09-01 9.1191013617
1998-10-01 9.0637129822
1998-11-01 9.0220617850
1998-12-01 8.9087135223
1999-01-01 8.8229306742
1999-02-01 8.9690930024
1999-03-01 9.0345641239
1999-04-01 9.1571474168
1999-05-01 8.9560507444
1999-06-01 9.1926626544
1999-07-01 9.0775173918
1999-08-01 9.0802285012
1999-09-01 9.0173032645
1999-10-01 8.9546729079
1999-11-01 8.7081452583
1999-12-01 8.8150790381
2000-01-01 8.7371864819
2000-02-01 8.6705999282
2000-03-01 8.6308063907
2000-04-01 8.6540198546
2000-05-01 8.6663085760
2000-06-01 8.5923767961
2000-07-01 8.6783005770
2000-08-01 8.5840219946
2000-09-01 8.6183120557
2000-10-01 8.6515034081
2000-11-01 8.7004336334
2000-12-01 8.6132103627
2001-01-01 8.5412155792
2001-02-01 8.6613958075
2001-03-01 8.5258443053
2001-04-01 8.4565304108
2001-05-01 8.3694048055
2001-06-01 8.3972998390
2001-07-01 8.3807785761
2001-08-01 8.3941604596
2001-09-01 8.4180320641
2001-10-01 8.4578710223
2001-11-01 8.3938811401
2001-12-01 8.4103362908
2002-01-01 8.3408242067
2002-02-01 8.2435368555
2002-03-01 8.2139659723
2002-04-01 8.1667708913
2002-05-01 8.1779705641
2002-06-01 7.8940134257
2002-07-01 7.6878277493
2002-08-01 7.7057167262
2002-09-01 7.5105695906
2002-10-01 7.3671451527
2002-11-01 7.5005850392
2002-12-01 7.3993284749
2003-01-01 7.4357842754
2003-02-01 7.4290816836
2003-03-01 7.4054429281
2003-04-01 7.3816393281
2003-05-01 7.3817746693
2003-06-01 7.3899774164
2003-07-01 7.2913621097
2003-08-01 7.3134737101
2003-09-01 7.2992116483
2003-10-01 7.0781053068
2003-11-01 7.2054807065
2003-12-01 7.1942489342
2004-01-01 7.2327127299
2004-02-01 7.2206179876
2004-03-01 7.1988826693
2004-04-01 7.1987890811
2004-05-01 7.2868840926
2004-06-01 7.2774948086
2004-07-01 7.3938455238
2004-08-01 7.4178718860
2004-09-01 7.4843944703
2004-10-01 7.4834057487
2004-11-01 7.5144387862
2004-12-01 7.5902917970
2005-01-01 7.5305601616
2005-02-01 7.6211098567
2005-03-01 7.5962528761
2005-04-01 7.6153431453
2005-05-01 7.5878319020
2005-06-01 7.6687686528
2005-07-01 7.6873402630
2005-08-01 7.7218022483
2005-09-01 7.7743252782
2005-10-01 7.7889803092
2005-11-01 7.8158357250
2005-12-01 7.9852610498
2006-01-01 7.9308630651
2006-02-01 7.9255500753
2006-03-01 7.9911210102
2006-04-01 8.1298137974
2006-05-01 7.9966407441
2006-06-01 7.9594135484
2006-07-01 7.8798149368
2006-08-01 7.9252638681
2006-09-01 7.9683112530
2006-10-01 7.9900144103
2006-11-01 8.0182130481
2006-12-01 7.9802681767
2007-01-01 8.0267555751
2007-02-01 8.0334335405
2007-03-01 8.0829723562
2007-04-01 8.1388157086
2007-05-01 8.2063946143
2007-06-01 8.2568139906
2007-07-01 8.2733578328
2007-08-01 8.4253550931
2007-09-01 8.2711679844
2007-10-01 8.2936752898
2007-11-01 8.2136235755
2007-12-01 8.1756496661
2008-01-01 8.1174000935
2008-02-01 8.1406936253
2008-03-01 8.0735764309
2008-04-01 8.0470794237
2008-05-01 8.0158159715
2008-06-01 7.9603771636
2008-07-01 7.9694229463
2008-08-01 7.7214547518
2008-09-01 7.4774541340
2008-10-01 7.3973475546
2008-11-01 7.3091775253
2008-12-01 7.1740688393
2009-01-01 7.0059287121
2009-02-01 6.7396103807
2009-03-01 6.5691958410
2009-04-01 6.2509668869
2009-05-01 6.1203756499
2009-06-01 5.9707358272
2009-07-01 5.8697529249
2009-08-01 5.7152967301
2009-09-01 5.6857166610
2009-10-01 5.6051108375
2009-11-01 5.5030714092
2009-12-01 5.4695760385
2010-01-01 4.9920679493
2010-02-01 5.0364856075
2010-03-01 5.0695884545
2010-04-01 5.0486142747
2010-05-01 5.0225824882
2010-06-01 5.0848027180
2010-07-01 4.9732774681
2010-08-01 5.1109584694
2010-09-01 5.0934921167
2010-10-01 5.1105157775
2010-11-01 5.2005399657
2010-12-01 5.1651928885
2011-01-01 4.9830115425
2011-02-01 5.0274672869
2011-03-01 5.0741202902
2011-04-01 5.0384528277
2011-05-01 5.1202333397
2011-06-01 5.0952319548
2011-07-01 5.1830846762
2011-08-01 5.2115029854
2011-09-01 5.2027820727
2011-10-01 5.2143859594
2011-11-01 5.2992984110
2011-12-01 5.2588237780
2012-01-01 5.3748191692
2012-02-01 5.4203716731
2012-03-01 5.3803240732
2012-04-01 5.4236874499
2012-05-01 5.4131739278
2012-06-01 5.4064441795
2012-07-01 5.3925350074
2012-08-01 5.4173633687
2012-09-01 5.4126823893
2012-10-01 5.4154465215
2012-11-01 5.3982586204
2012-12-01 5.3514691778
2013-01-01 5.3706246558
2013-02-01 5.3128542487
2013-03-01 5.2888253613
2013-04-01 5.3053297520
2013-05-01 5.3088396008
2013-06-01 5.3124855264
2013-07-01 5.3017291705
2013-08-01 5.3262343503
2013-09-01 5.3229550435
2013-10-01 5.3139603690
2013-11-01 5.2967338109
2013-12-01 5.3399390415
2014-01-01 5.2674894030
2014-02-01 5.3134915719
2014-03-01 5.2924443434
2014-04-01 5.2912894791
2014-05-01 5.3100677109
2014-06-01 5.3156243524
2014-07-01 5.2062074615
2014-08-01 5.2349499421
2014-09-01 5.2295938099
2014-10-01 5.2125576142
2014-11-01 5.1939647880
2014-12-01 5.1277008699
2015-01-01 5.2687837983
2015-02-01 5.3151499703
2015-03-01 5.2948062178
2015-04-01 5.2829319327
2015-05-01 5.2172891535
2015-06-01 5.1115360123
2015-07-01 5.0080346484
2015-08-01 5.0394432749
2015-09-01 5.0351997064
2015-10-01 5.0129066885
2015-11-01 4.9885161194
2015-12-01 4.9188423459
2016-01-01 4.8734906120
2016-02-01 4.7170165367
2016-03-01 4.6938447331
2016-04-01 4.6817767494
2016-05-01 4.6217915379
2016-06-01 4.6080582040
2016-07-01 4.7074999091
2016-08-01 4.6389998990
2016-09-01 4.6380418897
2016-10-01 4.7181714076
2016-11-01 4.6823584168
2016-12-01 4.7198253394
2017-01-01 4.6740561718
2017-02-01 4.7150473326
2017-03-01 4.7944175667
2017-04-01 4.7808199547
2017-05-01 4.8232686532
2017-06-01 4.9051037712
2017-07-01 4.9073828831
2017-08-01 4.9352389580
2017-09-01 4.9412775175
2017-10-01 4.9218649282
2017-11-01 4.9800439422
2017-12-01 5.0314252540
2018-01-01 5.0730053177
2018-02-01 5.1096950172
2018-03-01 5.0923479016
2018-04-01 5.1811982966
2018-05-01 5.2199879567
2018-06-01 5.3000564032
2018-07-01 5.3092231889
2018-08-01 5.3297795932
2018-09-01 5.3405699939
2018-10-01 5.3270702910
2018-11-01 5.3871225588
2018-12-01 5.3468895411
2019-01-01 5.2705322751
2019-02-01 5.3036127758
2019-03-01 5.2899037775
2019-04-01 5.2757190151
2019-05-01 5.3128637103
2019-06-01 5.2992751915
2019-07-01 5.3117256155
2019-08-01 5.3249813263
2019-09-01 5.3375579197
2019-10-01 5.3262857010
2019-11-01 5.2965911775
2019-12-01 5.2670816486
2020-01-01 5.2759472448
2020-02-01 5.1981410643
2020-03-01 5.1825835983
2020-04-01 4.9691802106
2020-05-01 4.9021113796
2020-06-01 4.6017765550
2020-07-01 4.4151355380
2020-08-01 4.4213473926
2020-09-01 4.3290829955
2020-10-01 4.3188519521
2020-11-01 4.3102533905
2020-12-01 4.2878284215
2021-01-01 4.3839893095
2021-02-01 4.4959912406
2021-03-01 4.3753598926
2021-04-01 4.3604722512
2021-05-01 4.4913952345
2021-06-01 4.6129146352
2021-07-01 4.7147216357
2021-08-01 4.6157625531
2021-09-01 4.6202121290
2021-10-01 4.6059001571
2021-11-01 4.6181477995
2021-12-01 4.7037794095
2022-01-01 4.7024221606
2022-02-01 4.6974012853
2022-03-01 4.7679349414
2022-04-01 4.8575266488
2022-05-01 4.8857296435
2022-06-01 4.9207963443
2022-07-01 5.0090580807
2022-08-01 5.1056300351
2022-09-01 5.2113043878
2022-10-01 5.2971702611
2022-11-01 5.3232338716
2022-12-01 5.3105401290
2023-01-01 5.3246858238
2023-02-01 5.3985674937
2023-03-01 5.4657359976
2023-04-01 5.3571110587
2023-05-01 5.4839227029
2023-06-01 5.5284816318
2023-07-01 5.4004290750
2023-08-01 5.3951258730
2023-09-01 5.4046593746
2023-10-01 5.3925589050
2023-11-01 5.3190489846
2023-12-01 5.3128699787
2024-01-01 5.4461530323
2024-02-01 5.3994175549
2024-03-01 5.2662841402
2024-04-01 5.3628269144
2024-05-01 5.3851366486
2024-06-01 5.3283458473
2024-07-01 5.3925818958
2024-08-01 5.3861322148
2024-09-01 5.4010544144
2024-10-01 5.3917400911
2024-11-01 5.4163069508
2024-12-01 5.4130228830
2025-01-01 5.3575390390
2025-02-01 5.2969366858
2025-03-01 5.3697455046
2025-04-01 5.3691784083
2025-05-01 5.2869011676
2025-06-01 5.3283419332
2025-07-01 5.3861889991
2025-08-01 5.3808641922
2025-09-01 5.3004233034
2025-10-01 5.2936267057
2025-11-01 5.3118952751
2025-12-01 5.3123453043
2026-01-01 5.2594764133
2026-02-01 5.2964112181
2026-03-01 5.2741659925
2026-04-01 5.2747030445
2026-05-01 5.2911340593
2026-06-01 5.3239696666
2026-07-01 5.2816154593
2026-08-01 5.2766155821

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