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 2026-06-01
Last Updated 2026-07-22 9:25 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 2.76186184363577
1990-02-01 2.67597417765149
1990-03-01 2.75901241414334
1990-04-01 2.70371881704484
1990-05-01 2.88171456640572
1990-06-01 2.89032851706309
1990-07-01 2.87708038690115
1990-08-01 2.91710011711722
1990-09-01 2.81551576320468
1990-10-01 2.78092659238419
1990-11-01 2.93829324508412
1990-12-01 2.99250451627696
1991-01-01 2.96727380373967
1991-02-01 2.98447520944882
1991-03-01 2.96369309193515
1991-04-01 2.99792047587446
1991-05-01 2.87318539448261
1991-06-01 2.88356649872144
1991-07-01 2.98340826504884
1991-08-01 2.81242753472545
1991-09-01 2.91630574969387
1991-10-01 2.78040902869106
1991-11-01 2.74452547886603
1991-12-01 2.68948021482033
1992-01-01 2.67824994373982
1992-02-01 2.79109437556406
1992-03-01 3.06451112966545
1992-04-01 2.68558243481795
1992-05-01 2.56863492351714
1992-06-01 2.57209797456788
1992-07-01 2.59143838815505
1992-08-01 2.61087284946915
1992-09-01 2.61628728974051
1992-10-01 2.78250824304464
1992-11-01 2.64910280725983
1992-12-01 2.58723300652412
1993-01-01 3.29262494705676
1993-02-01 3.19874308005644
1993-03-01 3.16058355736033
1993-04-01 3.17195463366723
1993-05-01 3.26093180895173
1993-06-01 3.25804501135411
1993-07-01 3.20727757531209
1993-08-01 3.30425708572584
1993-09-01 3.31928264099396
1993-10-01 3.38708300343422
1993-11-01 3.35573027201591
1993-12-01 3.38611285394865
1994-01-01 3.29693350095475
1994-02-01 3.30951623289636
1994-03-01 3.35575223463668
1994-04-01 3.46106733399864
1994-05-01 3.55707479846331
1994-06-01 3.44130339287512
1994-07-01 3.42246180548939
1994-08-01 3.39917180320388
1994-09-01 3.32226388118880
1994-10-01 3.09396509238699
1994-11-01 3.15739425091217
1994-12-01 3.28778748225899
1995-01-01 3.29831460593955
1995-02-01 3.31597556306972
1995-03-01 3.34849056822805
1995-04-01 3.25663853819050
1995-05-01 3.24993736205678
1995-06-01 3.33002716119632
1995-07-01 3.33779419722563
1995-08-01 3.29503465530634
1995-09-01 3.32744530453909
1995-10-01 3.39875729890925
1995-11-01 3.56691609203434
1995-12-01 3.58823351207897
1996-01-01 3.58622663326074
1996-02-01 3.61275560014555
1996-03-01 3.63324210663606
1996-04-01 3.66512148777807
1996-05-01 3.65916434395140
1996-06-01 3.63014185813955
1996-07-01 3.53880408624888
1996-08-01 3.69662851784444
1996-09-01 3.72932647917345
1996-10-01 3.70341952787471
1996-11-01 3.66555648805417
1996-12-01 3.67854909608391
1997-01-01 3.78093061311603
1997-02-01 3.80827023528108
1997-03-01 3.92555508919872
1997-04-01 4.17571954953418
1997-05-01 4.16258662769475
1997-06-01 4.34742329229130
1997-07-01 4.43877415298406
1997-08-01 4.49807842292778
1997-09-01 4.53135879885578
1997-10-01 4.49814418426288
1997-11-01 4.55605715332524
1997-12-01 4.35707359832767
1998-01-01 4.27512024324439
1998-02-01 4.51747065215279
1998-03-01 4.62606152289323
1998-04-01 4.28982091351138
1998-05-01 4.27185947199144
1998-06-01 4.16079391976273
1998-07-01 4.03100238235964
1998-08-01 4.00012115606977
1998-09-01 4.04149276281017
1998-10-01 4.09325436240658
1998-11-01 3.93229658402082
1998-12-01 3.82419402323319
1999-01-01 4.18137176175726
1999-02-01 4.13199309055139
1999-03-01 4.13267236320600
1999-04-01 3.90290543620950
1999-05-01 3.86996422364329
1999-06-01 3.86578445243267
1999-07-01 3.93098936625015
1999-08-01 3.90861105293670
1999-09-01 3.85315430201705
1999-10-01 3.78854396295254
1999-11-01 3.81013912957608
1999-12-01 3.89492763490168
2000-01-01 3.78672695175358
2000-02-01 3.75157346841251
2000-03-01 3.82439463676268
2000-04-01 4.11721472584821
2000-05-01 4.27190978866449
2000-06-01 4.15983124958870
2000-07-01 4.32561897815567
2000-08-01 4.32029768870597
2000-09-01 4.26487353961402
2000-10-01 4.29584847625386
2000-11-01 4.28369215061837
2000-12-01 4.18449732590306
2001-01-01 3.99778782230699
2001-02-01 3.76259754174244
2001-03-01 3.61803823585169
2001-04-01 3.82350270752687
2001-05-01 3.65944185653849
2001-06-01 3.74394211147773
2001-07-01 3.93344892902237
2001-08-01 3.62756843909804
2001-09-01 3.56694957075307
2001-10-01 3.60769121022066
2001-11-01 3.56183760620450
2001-12-01 3.59938052055164
2002-01-01 3.51100453590170
2002-02-01 3.67153337305983
2002-03-01 3.30509506609256
2002-04-01 3.12600985385935
2002-05-01 3.04929382983038
2002-06-01 3.02087382076721
2002-07-01 2.83579679510630
2002-08-01 2.82252075240094
2002-09-01 2.86777660961995
2002-10-01 2.82143999580395
2002-11-01 2.85232399021273
2002-12-01 2.83595779087277
2003-01-01 2.82138700603227
2003-02-01 2.76659447365984
2003-03-01 2.89158535276330
2003-04-01 2.83026414226724
2003-05-01 2.83858766808036
2003-06-01 2.69921902237406
2003-07-01 2.74509808561029
2003-08-01 2.61263548668050
2003-09-01 2.65906821858448
2003-10-01 2.61954450732622
2003-11-01 2.46084216573091
2003-12-01 2.58512853817609
2004-01-01 2.91517812867100
2004-02-01 2.86540197882662
2004-03-01 2.77121435789557
2004-04-01 2.83764426852404
2004-05-01 2.83253283042826
2004-06-01 2.89813259449080
2004-07-01 2.74586159454607
2004-08-01 2.79817478771159
2004-09-01 2.75081543340937
2004-10-01 2.60217677090017
2004-11-01 2.68077276890943
2004-12-01 2.63618674319798
2005-01-01 2.49515607217328
2005-02-01 2.55676764107541
2005-03-01 2.56544881910207
2005-04-01 2.53719747361981
2005-05-01 2.62745468749182
2005-06-01 2.61241197650360
2005-07-01 2.65629452839797
2005-08-01 2.68543802870721
2005-09-01 2.54065299778458
2005-10-01 2.57548811429205
2005-11-01 2.60520330419877
2005-12-01 2.77352967261799
2006-01-01 2.46468946606981
2006-02-01 2.54429553922502
2006-03-01 2.66831826704656
2006-04-01 2.73054687828648
2006-05-01 2.72359749726592
2006-06-01 3.14029369655518
2006-07-01 2.95858123576689
2006-08-01 2.98191637112808
2006-09-01 3.54595266360905
2006-10-01 3.16116821054656
2006-11-01 3.03151865832315
2006-12-01 2.99028745501596
2007-01-01 3.12390988902457
2007-02-01 2.91605167814665
2007-03-01 3.17363012874459
2007-04-01 2.91675028258160
2007-05-01 2.92652905198335
2007-06-01 2.76514971314312
2007-07-01 2.87008209666060
2007-08-01 2.88741735116385
2007-09-01 3.15617884801920
2007-10-01 3.06823431808400
2007-11-01 2.95950690995193
2007-12-01 2.88852798622493
2008-01-01 2.98036224908885
2008-02-01 2.97971488519888
2008-03-01 2.97392920678476
2008-04-01 2.99671444994767
2008-05-01 3.02470002035171
2008-06-01 2.98481484853420
2008-07-01 2.97592010134641
2008-08-01 3.10545522553332
2008-09-01 3.17920394042524
2008-10-01 3.20271808355463
2008-11-01 3.08541303741857
2008-12-01 3.07137339455651
2009-01-01 3.04451858855617
2009-02-01 3.03430401145498
2009-03-01 2.87061454690474
2009-04-01 2.86725097589314
2009-05-01 2.82829943985772
2009-06-01 2.69236003709499
2009-07-01 2.78814649335737
2009-08-01 2.62241964752687
2009-09-01 2.60246066130869
2009-10-01 2.55037184992276
2009-11-01 2.70577583974887
2009-12-01 2.73806512475005
2010-01-01 2.82107875692965
2010-02-01 2.90292985577129
2010-03-01 2.96971650585599
2010-04-01 3.03643482801068
2010-05-01 3.13375451208470
2010-06-01 3.48979827289326
2010-07-01 3.28911212188205
2010-08-01 3.54122683080712
2010-09-01 3.52526898811763
2010-10-01 3.59919072909041
2010-11-01 3.71486958571961
2010-12-01 3.79431273571482
2011-01-01 3.81301562896875
2011-02-01 3.89473265269431
2011-03-01 3.97135462402667
2011-04-01 3.70684437476368
2011-05-01 3.84823611676761
2011-06-01 3.88331459981323
2011-07-01 3.78466886592976
2011-08-01 3.65300546685355
2011-09-01 3.73099040099159
2011-10-01 3.72593493406956
2011-11-01 3.72298059582680
2011-12-01 3.86218001853647
2012-01-01 3.91442206759832
2012-02-01 4.00348041154173
2012-03-01 4.07462228556050
2012-04-01 4.08681586918017
2012-05-01 4.06401159668152
2012-06-01 3.97245074920699
2012-07-01 4.07650474450858
2012-08-01 4.06608764639902
2012-09-01 4.02220346309941
2012-10-01 4.03565746066669
2012-11-01 4.02399535957367
2012-12-01 3.93896209561087
2013-01-01 3.93112743607001
2013-02-01 3.72004414411753
2013-03-01 3.67507561929551
2013-04-01 3.67174781503524
2013-05-01 3.58214440210162
2013-06-01 3.56479479428225
2013-07-01 3.46721321762497
2013-08-01 3.47203854099181
2013-09-01 3.51343257367958
2013-10-01 3.62820703604038
2013-11-01 3.52824058975708
2013-12-01 3.52294171197456
2014-01-01 3.44970807334640
2014-02-01 3.43074504035641
2014-03-01 3.37370063535075
2014-04-01 3.46918228502039
2014-05-01 3.49448583533778
2014-06-01 3.45798149315148
2014-07-01 3.56046752972394
2014-08-01 3.67505145566393
2014-09-01 3.51086139714694
2014-10-01 3.42534587652517
2014-11-01 3.32398176834589
2014-12-01 3.30566801138073
2015-01-01 3.36729826940700
2015-02-01 3.43433970220961
2015-03-01 3.47263508552260
2015-04-01 3.48188696612527
2015-05-01 3.49816335244923
2015-06-01 3.55281456133457
2015-07-01 3.55419464823302
2015-08-01 3.56224770120238
2015-09-01 3.62477472161465
2015-10-01 3.52391142642027
2015-11-01 3.62639313548270
2015-12-01 3.49102942226287
2016-01-01 3.37707169636868
2016-02-01 3.32954649469167
2016-03-01 3.46851362333138
2016-04-01 3.50237614772428
2016-05-01 3.38977146039803
2016-06-01 3.55096956247978
2016-07-01 3.55768387539880
2016-08-01 3.44738557397431
2016-09-01 3.54248550238698
2016-10-01 3.82691785287976
2016-11-01 3.81853302140591
2016-12-01 4.07735028314518
2017-01-01 4.18662417802804
2017-02-01 4.32403315644011
2017-03-01 4.36729484564020
2017-04-01 4.32237976513018
2017-05-01 4.37834222031488
2017-06-01 4.35174092778496
2017-07-01 4.36362939572336
2017-08-01 4.43243582654660
2017-09-01 4.46517971349452
2017-10-01 4.42140678545776
2017-11-01 4.50694762796290
2017-12-01 4.46884020531392
2018-01-01 4.48775123941904
2018-02-01 4.42447971438597
2018-03-01 4.37014192840975
2018-04-01 4.34104914629140
2018-05-01 4.46554613200512
2018-06-01 4.45798115188978
2018-07-01 4.47510702952273
2018-08-01 4.52380622899848
2018-09-01 4.37147535581328
2018-10-01 4.40870075426921
2018-11-01 4.38340513060492
2018-12-01 4.46444527368170
2019-01-01 4.59421818700765
2019-02-01 4.43184008908440
2019-03-01 4.48593456861452
2019-04-01 4.56035098836189
2019-05-01 4.55405052991019
2019-06-01 4.46043514719812
2019-07-01 4.47797305504546
2019-08-01 4.41991007169201
2019-09-01 4.36956600511052
2019-10-01 4.18778755006432
2019-11-01 4.26401857060536
2019-12-01 4.16491115338734
2020-01-01 4.10127984889715
2020-02-01 4.14808283893328
2020-03-01 4.19910116076344
2020-04-01 3.87471805103049
2020-05-01 3.94571381217415
2020-06-01 3.96215973797246
2020-07-01 3.87533662351436
2020-08-01 3.92520739952875
2020-09-01 3.95921719126270
2020-10-01 3.97216673504340
2020-11-01 4.04564648233724
2020-12-01 3.96528170163899
2021-01-01 4.00814832156629
2021-02-01 3.95955596713200
2021-03-01 4.00786176695922
2021-04-01 3.98722311626685
2021-05-01 3.94581215510928
2021-06-01 3.95807766570735
2021-07-01 3.97608747719082
2021-08-01 3.93256667667210
2021-09-01 3.94961717981553
2021-10-01 3.95944869754570
2021-11-01 3.83618540443956
2021-12-01 3.86550362153093
2022-01-01 3.80839999204984
2022-02-01 3.86788443452391
2022-03-01 3.80675181600355
2022-04-01 3.89875449614921
2022-05-01 3.94731987931908
2022-06-01 3.95908494667512
2022-07-01 3.97853539644296
2022-08-01 3.93616131381941
2022-09-01 3.93354162163774
2022-10-01 3.95506787556217
2022-11-01 3.93647629613375
2022-12-01 3.87115240162941
2023-01-01 3.80314132288499
2023-02-01 3.66937857625869
2023-03-01 3.60845797941541
2023-04-01 3.70847960392962
2023-05-01 3.74437621635193
2023-06-01 3.75880719884921
2023-07-01 3.78200011488354
2023-08-01 3.63202048466257
2023-09-01 3.71950848459884
2023-10-01 3.75567434459229
2023-11-01 3.84073266810881
2023-12-01 3.98271551062776
2024-01-01 3.99911985760443
2024-02-01 3.97554605620226
2024-03-01 4.00649880263392
2024-04-01 3.80875141532684
2024-05-01 3.73953889585471
2024-06-01 3.65821669698466
2024-07-01 3.58182756303071
2024-08-01 3.62604752196203
2024-09-01 3.60802399762285
2024-10-01 3.56205048625266
2024-11-01 3.54990316084820
2024-12-01 3.39804648171933
2025-01-01 3.49497508050248
2025-02-01 3.57354001361670
2025-03-01 3.60450450989790
2025-04-01 3.60440825204770
2025-05-01 3.63681650316146
2025-06-01 3.65713830785606
2025-07-01 3.68634352054559
2025-08-01 3.81999481524525
2025-09-01 3.79777337922830
2025-10-01 3.76601882862926
2025-11-01 3.75376514380148
2025-12-01 3.71384075047507
2026-01-01 3.79599455169124
2026-02-01 3.77363234644004
2026-03-01 3.79981002648475
2026-04-01 3.89828914014529
2026-05-01 3.93681665981335
2026-06-01 3.95582805318513

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