Table Data - All Employees: Professional and Business Services in Wichita Falls, TX (MSA)

Title All Employees: Professional and Business Services in Wichita Falls, TX (MSA)
Series ID WICH648PBSV
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 12:18 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 2.7618257217
1990-02-01 2.6759427065
1990-03-01 2.7589870901
1990-04-01 2.7036992259
1990-05-01 2.8817152191
1990-06-01 2.8903232789
1990-07-01 2.8770823984
1990-08-01 2.9171096131
1990-09-01 2.8155324450
1990-10-01 2.7809376250
1990-11-01 2.9383288871
1990-12-01 2.9925502229
1991-01-01 2.9672340848
1991-02-01 2.9844420407
1991-03-01 2.9636674000
1991-04-01 2.9979013801
1991-05-01 2.8731873622
1991-06-01 2.8835621739
1991-07-01 2.9834113591
1991-08-01 2.8124378821
1991-09-01 2.9163228136
1991-10-01 2.7804205919
1991-11-01 2.7445602729
1991-12-01 2.6895213667
1992-01-01 2.6782086599
1992-02-01 2.7910610291
1992-03-01 3.0644862192
1992-04-01 2.6855647554
1992-05-01 2.5686389550
1992-06-01 2.5720949558
1992-07-01 2.5914421018
1992-08-01 2.6108828105
1992-09-01 2.6163029518
1992-10-01 2.7825192422
1992-11-01 2.6491350410
1992-12-01 2.5872684612
1993-01-01 3.2925882297
1993-02-01 3.1987128220
1993-03-01 3.1605605070
1993-04-01 3.1719380205
1993-05-01 3.2609376555
1993-06-01 3.2580419319
1993-07-01 3.2072816660
1993-08-01 3.3042652619
1993-09-01 3.3192956011
1993-10-01 3.3870915194
1993-11-01 3.3557601912
1993-12-01 3.3861448483
1994-01-01 3.2968993504
1994-02-01 3.3094894089
1994-03-01 3.3557328412
1994-04-01 3.4610536407
1994-05-01 3.5570801961
1994-06-01 3.4413020685
1994-07-01 3.4224673132
1994-08-01 3.3991782469
1994-09-01 3.3222733300
1994-10-01 3.0939713411
1994-11-01 3.1574159252
1994-12-01 3.2878084803
1995-01-01 3.2982911311
1995-02-01 3.3159567435
1995-03-01 3.3484766214
1995-04-01 3.2566280277
1995-05-01 3.2499418099
1995-06-01 3.3300265641
1995-07-01 3.3378001734
1995-08-01 3.2950388568
1995-09-01 3.3274509933
1995-10-01 3.3987602990
1995-11-01 3.5669294879
1995-12-01 3.5882436254
1996-01-01 3.5862140880
1996-02-01 3.6127452196
1996-03-01 3.6332341459
1996-04-01 3.6651146792
1996-05-01 3.6591661924
1996-06-01 3.6301423452
1996-07-01 3.5388097312
1996-08-01 3.6966310726
1996-09-01 3.7293291350
1996-10-01 3.7034208459
1996-11-01 3.6655609373
1996-12-01 3.6785488162
1997-01-01 3.7809288930
1997-02-01 3.8082675093
1997-03-01 3.9255519071
1997-04-01 4.1757154112
1997-05-01 4.1625873309
1997-06-01 4.3474230723
1997-07-01 4.4387781766
1997-08-01 4.4980791443
1997-09-01 4.5313594831
1997-10-01 4.4981441705
1997-11-01 4.5560588325
1997-12-01 4.3570732309
1998-01-01 4.2751196278
1998-02-01 4.5174699854
1998-03-01 4.6260606652
1998-04-01 4.2898188130
1998-05-01 4.2718593509
1998-06-01 4.1607940877
1998-07-01 4.0310049647
1998-08-01 4.0001213184
1998-09-01 4.0414928229
1998-10-01 4.0932543234
1998-11-01 3.9322964305
1998-12-01 3.8241937948
1999-01-01 4.1813716505
1999-02-01 4.1319931427
1999-03-01 4.1326721680
1999-04-01 3.9029043923
1999-05-01 3.8699643056
1999-06-01 3.8657845354
1999-07-01 3.9309905937
1999-08-01 3.9086110831
1999-09-01 3.8531542987
1999-10-01 3.7885439150
1999-11-01 3.8101389956
1999-12-01 3.8949274811
2000-01-01 3.7867268840
2000-02-01 3.7515735463
2000-03-01 3.8243944951
2000-04-01 4.1172142528
2000-05-01 4.2719099220
2000-06-01 4.1598314166
2000-07-01 4.3256191461
2000-08-01 4.3202978533
2000-09-01 4.2648736577
2000-10-01 4.2958485224
2000-11-01 4.2836920198
2000-12-01 4.1844972643
2001-01-01 3.9977877650
2001-02-01 3.7625975519
2001-03-01 3.6180380500
2001-04-01 3.8235026368
2001-05-01 3.6594418161
2001-06-01 3.7439421219
2001-07-01 3.9334490072
2001-08-01 3.6275686004
2001-09-01 3.5669497552
2001-10-01 3.6076913710
2001-11-01 3.5618375290
2001-12-01 3.5993805641
2002-01-01 3.5110044784
2002-02-01 3.6715333048
2002-03-01 3.3050947967
2002-04-01 3.1260095633
2002-05-01 3.0492935513
2002-06-01 3.0208736937
2002-07-01 2.8357969189
2002-08-01 2.8225211508
2002-09-01 2.8677771757
2002-10-01 2.8214405856
2002-11-01 2.8523242166
2002-12-01 2.8359575145
2003-01-01 2.8213868253
2003-02-01 2.7665943433
2003-03-01 2.8915848979
2003-04-01 2.8302634204
2003-05-01 2.8385868625
2003-06-01 2.6992186255
2003-07-01 2.7450975349
2003-08-01 2.6126351426
2003-09-01 2.6590723776
2003-10-01 2.6195464453
2003-11-01 2.4608418669
2003-12-01 2.5851273670
2004-01-01 2.9151775450
2004-02-01 2.8654013138
2004-03-01 2.7712135651
2004-04-01 2.8376432171
2004-05-01 2.8325315949
2004-06-01 2.8981317178
2004-07-01 2.7458603604
2004-08-01 2.7981736423
2004-09-01 2.7508239106
2004-10-01 2.6021803269
2004-11-01 2.6807717931
2004-12-01 2.6361845159
2005-01-01 2.4951549311
2005-02-01 2.5567663193
2005-03-01 2.5654476271
2005-04-01 2.5371961548
2005-05-01 2.6274531342
2005-06-01 2.6124107044
2005-07-01 2.6562926284
2005-08-01 2.6854360227
2005-09-01 2.5406656556
2005-10-01 2.5754930892
2005-11-01 2.6052015027
2005-12-01 2.7735267004
2006-01-01 2.4646877598
2006-02-01 2.5442934222
2006-03-01 2.6683166674
2006-04-01 2.7305455264
2006-05-01 2.7235959937
2006-06-01 3.1402922424
2006-07-01 2.9585794242
2006-08-01 2.9819144474
2006-09-01 3.5459661907
2006-10-01 3.1611736686
2006-11-01 3.0315168033
2006-12-01 2.9902842435
2007-01-01 3.1239078973
2007-02-01 2.9160492908
2007-03-01 3.1736284070
2007-04-01 2.9167490003
2007-05-01 2.9265277135
2007-06-01 2.7651484003
2007-07-01 2.8700803878
2007-08-01 2.8874153032
2007-09-01 3.1561921290
2007-10-01 3.0682395791
2007-11-01 2.9595048264
2007-12-01 2.8885250583
2008-01-01 2.9803602778
2008-02-01 2.9797124077
2008-03-01 2.9739275748
2008-04-01 2.9967135249
2008-05-01 3.0246992040
2008-06-01 2.9848138309
2008-07-01 2.9759191808
2008-08-01 3.1054538976
2008-09-01 3.1792136370
2008-10-01 3.2027221121
2008-11-01 3.0854114738
2008-12-01 3.0713713480
2009-01-01 3.0445170016
2009-02-01 3.0343020357
2009-03-01 2.8706132331
2009-04-01 2.8672503363
2009-05-01 2.8282990453
2009-06-01 2.6923594861
2009-07-01 2.7881463450
2009-08-01 2.6224190839
2009-09-01 2.6024660486
2009-10-01 2.5503742740
2009-11-01 2.7057749665
2009-12-01 2.7380641438
2010-01-01 2.8210777348
2010-02-01 2.9029285333
2010-03-01 2.9697155756
2010-04-01 3.0364344290
2010-05-01 3.1337544433
2010-06-01 3.4897981071
2010-07-01 3.2891126441
2010-08-01 3.5412270787
2010-09-01 3.5252701755
2010-10-01 3.5991917916
2010-11-01 3.7148695837
2010-12-01 3.7943124644
2011-01-01 3.8130151604
2011-02-01 3.8947321412
2011-03-01 3.9713541102
2011-04-01 3.7068440720
2011-05-01 3.8482360655
2011-06-01 3.8833146317
2011-07-01 3.7846692662
2011-08-01 3.6530055279
2011-09-01 3.7309905790
2011-10-01 3.7259354595
2011-11-01 3.7229806257
2011-12-01 3.8621799449
2012-01-01 3.9144219246
2012-02-01 4.0034802684
2012-03-01 4.0746220382
2012-04-01 4.0868157157
2012-05-01 4.0640115910
2012-06-01 3.9724507381
2012-07-01 4.0765049448
2012-08-01 4.0660875528
2012-09-01 4.0222035077
2012-10-01 4.0356578789
2012-11-01 4.0239951165
2012-12-01 3.9389621141
2013-01-01 3.9311276304
2013-02-01 3.7200440040
2013-03-01 3.6750755113
2013-04-01 3.6717477426
2013-05-01 3.5821444124
2013-06-01 3.5647947761
2013-07-01 3.4672133279
2013-08-01 3.4720374821
2013-09-01 3.5134336827
2013-10-01 3.6282073544
2013-11-01 3.5282401016
2013-12-01 3.5229417841
2014-01-01 3.4497085223
2014-02-01 3.4307447700
2014-03-01 3.3737005838
2014-04-01 3.4691822415
2014-05-01 3.4944858522
2014-06-01 3.4579815395
2014-07-01 3.5604676504
2014-08-01 3.6750495076
2014-09-01 3.5108633886
2014-10-01 3.4253457722
2014-11-01 3.3239805795
2014-12-01 3.3056679802
2015-01-01 3.3672993074
2015-02-01 3.4343400740
2015-03-01 3.4726360114
2015-04-01 3.4818875689
2015-05-01 3.4981632712
2015-06-01 3.5528137925
2015-07-01 3.5541935896
2015-08-01 3.5622437129
2015-09-01 3.6247774727
2015-10-01 3.5239103696
2015-11-01 3.6263918101
2015-12-01 3.4910305486
2016-01-01 3.3770747191
2016-02-01 3.3295499766
2016-03-01 3.4685173078
2016-04-01 3.5023770262
2016-05-01 3.3897684099
2016-06-01 3.5509639821
2016-07-01 3.5576779367
2016-08-01 3.4473785930
2016-09-01 3.5424863649
2016-10-01 3.8269305016
2016-11-01 3.8185295170
2016-12-01 4.0773485614
2017-01-01 4.1866221789
2017-02-01 4.3240300941
2017-03-01 4.3673497742
2017-04-01 4.3223696342
2017-05-01 4.3783263296
2017-06-01 4.3517213916
2017-07-01 4.3636115355
2017-08-01 4.4324184153
2017-09-01 4.4651707444
2017-10-01 4.4214251612
2017-11-01 4.5069786680
2017-12-01 4.4688316464
2018-01-01 4.4877454063
2018-02-01 4.4244768065
2018-03-01 4.3702581630
2018-04-01 4.3410321888
2018-05-01 4.4655129512
2018-06-01 4.4579374947
2018-07-01 4.4750552731
2018-08-01 4.5237424334
2018-09-01 4.3714020881
2018-10-01 4.4089023252
2018-11-01 4.3834176939
2018-12-01 4.4643886598
2019-01-01 4.5941822267
2019-02-01 4.4318184445
2019-03-01 4.4862706883
2019-04-01 4.5603022839
2019-05-01 4.5539736941
2019-06-01 4.4603405338
2019-07-01 4.4778687925
2019-08-01 4.4197829164
2019-09-01 4.3694184613
2019-10-01 4.1881553600
2019-11-01 4.2640013373
2019-12-01 4.1647743320
2020-01-01 4.1011672828
2020-02-01 4.1483885692
2020-03-01 4.1995703097
2020-04-01 3.8745830239
2020-05-01 3.9455372823
2020-06-01 3.9619571677
2020-07-01 3.8751204072
2020-08-01 3.9250983673
2020-09-01 3.9589899632
2020-10-01 3.9727327222
2020-11-01 4.0456130593
2020-12-01 3.9649700671
2021-01-01 4.0080531145
2021-02-01 3.9602958825
2021-03-01 4.0083110471
2021-04-01 3.9871091323
2021-05-01 3.9456925776
2021-06-01 3.9579727335
2021-07-01 3.9747359279
2021-08-01 3.9327158865
2021-09-01 3.9495271840
2021-10-01 3.9601424041
2021-11-01 3.8363021570
2021-12-01 3.8651663961
2022-01-01 3.8084836750
2022-02-01 3.8691600773
2022-03-01 3.8069739113
2022-04-01 3.8986021671
2022-05-01 3.9470926517
2022-06-01 3.9588430647
2022-07-01 3.9757991672
2022-08-01 3.9371315660
2022-09-01 3.9334778180
2022-10-01 3.9558773423
2022-11-01 3.9367950150
2022-12-01 3.8709638029
2023-01-01 3.8036357722
2023-02-01 3.6710323490
2023-03-01 3.6086069707
2023-04-01 3.7083820156
2023-05-01 3.7439885057
2023-06-01 3.7581483661
2023-07-01 3.7765933981
2023-08-01 3.6344234695
2023-09-01 3.7195840378
2023-10-01 3.7563377671
2023-11-01 3.8412957698
2023-12-01 3.9830614040
2024-01-01 4.0003904073
2024-02-01 3.9780624802
2024-03-01 4.0070488864
2024-04-01 3.8088933067
2024-05-01 3.7389652957
2024-06-01 3.6570110600
2024-07-01 3.5724090816
2024-08-01 3.6293396676
2024-09-01 3.6082630358
2024-10-01 3.5626688648
2024-11-01 3.5508852878
2024-12-01 3.3991667477
2025-01-01 3.4972657271
2025-02-01 3.5767340595
2025-03-01 3.6056416039
2025-04-01 3.6050016909
2025-05-01 3.6362798537
2025-06-01 3.6556021274
2025-07-01 3.6726460284
2025-08-01 3.8233562398
2025-09-01 3.7983558942
2025-10-01 3.7666347307
2025-11-01 3.7551872920
2025-12-01 3.7158343303
2026-01-01 3.7994124146
2026-02-01 3.7777113743
2026-03-01 3.8018979561
2026-04-01 3.8994850962
2026-05-01 3.9364730468
2026-06-01 3.9542267590
2026-07-01 3.9712903366
2026-08-01 3.9189098556

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