Federal Reserve Economic Data

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 2024-09-01
Last Updated 2024-10-23 6:04 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 2.7570376484710400
1990-02-01 2.6718284435373600
1990-03-01 2.7548860119991600
1990-04-01 2.7011845440138400
1990-05-01 2.8826869378490200
1990-06-01 2.8895871706757300
1990-07-01 2.8771246679476600
1990-08-01 2.9179049640345096
1990-09-01 2.8165155084960496
1990-10-01 2.7860840456114600
1990-11-01 2.9420349166395896
1990-12-01 2.9975007028556500
1991-01-01 2.9620578926110697
1991-02-01 2.9801429606940903
1991-03-01 2.9596174852774600
1991-04-01 2.9954510895087796
1991-05-01 2.8742438505579800
1991-06-01 2.8829475670468505
1991-07-01 2.9835988211417996
1991-08-01 2.8133569369679803
1991-09-01 2.9174402594328500
1991-10-01 2.7851964768693700
1991-11-01 2.7483073767552000
1991-12-01 2.6939504976486000
1992-01-01 2.6729119441449600
1992-02-01 2.7867784769289400
1992-03-01 3.0606342625968903
1992-04-01 2.6832943207432400
1992-05-01 2.5698713214220900
1992-06-01 2.5716580706067100
1992-07-01 2.5917676364838400
1992-08-01 2.6118799234756200
1992-09-01 2.6174913892913600
1992-10-01 2.7861206842922597
1992-11-01 2.6528753282978800
1992-12-01 2.5911616442914400
1993-01-01 3.2879625449060694
1993-02-01 3.1948761920335300
1993-03-01 3.1570199435669600
1993-04-01 3.1698050401996500
1993-05-01 3.2623436199076803
1993-06-01 3.2575817276153396
1993-07-01 3.2077261504067303
1993-08-01 3.3051009439277000
1993-09-01 3.3204054193501400
1993-10-01 3.3894513121198098
1993-11-01 3.3594441623095297
1993-12-01 3.3897143173569900
1994-01-01 3.2926693572180996
1994-02-01 3.3061243367516897
1994-03-01 3.3528638357819904
1994-04-01 3.4593092484654098
1994-05-01 3.5582100779973596
1994-06-01 3.4410699099176902
1994-07-01 3.4231877196639600
1994-08-01 3.3998878117567500
1994-09-01 3.3232069802036100
1994-10-01 3.0951686706143398
1994-11-01 3.1602560361399800
1994-12-01 3.2901819682346900
1995-01-01 3.2954067950414103
1995-02-01 3.3136052363236600
1995-03-01 3.3465043664304500
1995-04-01 3.2553058001857900
1995-05-01 3.2507252950112098
1995-06-01 3.3298837352823400
1995-07-01 3.3386326779124500
1995-08-01 3.2954583067790697
1995-09-01 3.3280306232234502
1995-10-01 3.3993540218929303
1995-11-01 3.5687668947479300
1995-12-01 3.5893136303108900
1996-01-01 3.5846305664450298
1996-02-01 3.6114198708183998
1996-03-01 3.6322004223030000
1996-04-01 3.6642823982692003
1996-05-01 3.6594058565133100
1996-06-01 3.6301669413210100
1996-07-01 3.5396423276470000
1996-08-01 3.6968959727648105
1996-09-01 3.7295980716251100
1996-10-01 3.7036348718870100
1996-11-01 3.6662749829590000
1996-12-01 3.6784267051427000
1997-01-01 3.7806657799906500
1997-02-01 3.8078884937990200
1997-03-01 3.9251182982536696
1997-04-01 4.1752200718153000
1997-05-01 4.1626651402637895
1997-06-01 4.3473655912683300
1997-07-01 4.4394204390966910
1997-08-01 4.4981341091240100
1997-09-01 4.5314096681070195
1997-10-01 4.4981662634604800
1997-11-01 4.5563492000560200
1997-12-01 4.3569628006612495
1998-01-01 4.2750131221728800
1998-02-01 4.5173586704118890
1998-03-01 4.6259272270114300
1998-04-01 4.2895864487770500
1998-05-01 4.2718259937976600
1998-06-01 4.1608000408169900
1998-07-01 4.0314301124847600
1998-08-01 4.0001317961763400
1998-09-01 4.0414951441049400
1998-10-01 4.0932484638104200
1998-11-01 3.9322805087833100
1998-12-01 3.8241271483355800
1999-01-01 4.1813497659456100
1999-02-01 4.1319875201755700
1999-03-01 4.1326368005497100
1999-04-01 3.9027995969057800
1999-05-01 3.8699668901613300
1999-06-01 3.8657889469740403
1999-07-01 3.9311978271313306
1999-08-01 3.9086104268738700
1999-09-01 3.8531499107225002
1999-10-01 3.7885346571274400
1999-11-01 3.8101222114043100
1999-12-01 3.8948799482316100
2000-01-01 3.7867144228630800
2000-02-01 3.7515769979653300
2000-03-01 3.8243769047480700
2000-04-01 4.1171740927146000
2000-05-01 4.2719292704929100
2000-06-01 4.1598549878578694
2000-07-01 4.3256437418816400
2000-08-01 4.3203182310287700
2000-09-01 4.2648858428163500
2000-10-01 4.2958498728563190
2000-11-01 4.2836833927852800
2000-12-01 4.1844715933058000
2001-01-01 3.9977789685080100
2001-02-01 3.7625970033108800
2001-03-01 3.6180236164045296
2001-04-01 3.8235062043025696
2001-05-01 3.6594492759516095
2001-06-01 3.7439490695312900
2001-07-01 3.9334558266018700
2001-08-01 3.6275737054709900
2001-09-01 3.5669516557493997
2001-10-01 3.6076895048045600
2001-11-01 3.5618336082709803
2001-12-01 3.5993757293347994
2002-01-01 3.5110021274844300
2002-02-01 3.6715337786895700
2002-03-01 3.3050905740232200
2002-04-01 3.1260138795416300
2002-05-01 3.0492992900034200
2002-06-01 3.0208768239693500
2002-07-01 2.8357974375766800
2002-08-01 2.8225184381139905
2002-09-01 2.8677721209217700
2002-10-01 2.8214344784281598
2002-11-01 2.8523215456385200
2002-12-01 2.8359597133075300
2003-01-01 2.8213882946065003
2003-02-01 2.7665958372139703
2003-03-01 2.8915857591621297
2003-04-01 2.8302713882952704
2003-05-01 2.8385963330613704
2003-06-01 2.6992233096145900
2003-07-01 2.7451037622196200
2003-08-01 2.6126390029498396
2003-09-01 2.6590297061609800
2003-10-01 2.6195264417949904
2003-11-01 2.4608450333225895
2003-12-01 2.5851393522398800
2004-01-01 2.9151836246189000
2004-02-01 2.8654078992579706
2004-03-01 2.7712207679940297
2004-04-01 2.8376540624124598
2004-05-01 2.8325443939895805
2004-06-01 2.8981409009570200
2004-07-01 2.7458732801002004
2004-08-01 2.7981855714162402
2004-09-01 2.7507368037939400
2004-10-01 2.6021437906912900
2004-11-01 2.6807819704843400
2004-12-01 2.6362073760351200
2005-01-01 2.4951667345982402
2005-02-01 2.5567796491453200
2005-03-01 2.5654597364768300
2005-04-01 2.5372096443595500
2005-05-01 2.6274690835600896
2005-06-01 2.6124238486196800
2005-07-01 2.6563122180657800
2005-08-01 2.6854566940423195
2005-09-01 2.5405355035217400
2005-10-01 2.5754419901562200
2005-11-01 2.6052201231161400
2005-12-01 2.7735572518858302
2006-01-01 2.4647053794013800
2006-02-01 2.5443151272082100
2006-03-01 2.6683329583158097
2006-04-01 2.7305593456236403
2006-05-01 2.7236114059538100
2006-06-01 3.1403072405586100
2006-07-01 2.9585980830916900
2006-08-01 2.9819342869909398
2006-09-01 3.5458271596953500
2006-10-01 3.1611175650383103
2006-11-01 3.0315359962968100
2006-12-01 2.9903173098746803
2007-01-01 3.1239284228923796
2007-02-01 2.9160737196728300
2007-03-01 3.1736458485750100
2007-04-01 2.9167619988792700
2007-05-01 2.9265413771947400
2007-06-01 2.7651619984736800
2007-07-01 2.8700979895117900
2007-08-01 2.8874365825969200
2007-09-01 3.1560557998764400
2007-10-01 3.0681855426133002
2007-11-01 2.9595264611056806
2007-12-01 2.8885553506745400
2008-01-01 2.9803807035920300
2008-02-01 2.9797378402811496
2008-03-01 2.9739436240868105
2008-04-01 2.9967222427890500
2008-05-01 3.0247071011789500
2008-06-01 2.9848239304381603
2008-07-01 2.9759281416266400
2008-08-01 3.1054703123843700
2008-09-01 3.1791141071358900
2008-10-01 3.2026806852855200
2008-11-01 3.0854279572775600
2008-12-01 3.0713927915830100
2009-01-01 3.0445336161298000
2009-02-01 3.0343223003774304
2009-03-01 2.8706253889782500
2009-04-01 2.8672550788143800
2009-05-01 2.8283016042398197
2009-06-01 2.6923642420492200
2009-07-01 2.7881465885425603
2009-08-01 2.6224304355327996
2009-09-01 2.6024114171745096
2009-10-01 2.5503501926819300
2009-11-01 2.7057851461391300
2009-12-01 2.7380750635675400
2010-01-01 2.8210883661282200
2010-02-01 2.9029411292410200
2010-03-01 2.9697218534412797
2010-04-01 3.0364338233183500
2010-05-01 3.1337510393340000
2010-06-01 3.4897979843932600
2010-07-01 3.2891066055320697
2010-08-01 3.5412348695485400
2010-09-01 3.5252597985126000
2010-10-01 3.5992061921682800
2010-11-01 3.7148656005814700
2010-12-01 3.7943075496963594
2011-01-01 3.8130092530269700
2011-02-01 3.8947244766239000
2011-03-01 3.9713597435632497
2011-04-01 3.7068324005717200
2011-05-01 3.8482272252985696
2011-06-01 3.8833141518029700
2011-07-01 3.7846740324256896
2011-08-01 3.6530375966751896
2011-09-01 3.7310045194763100
2011-10-01 3.7259871421352700
2011-11-01 3.7229687308581503
2011-12-01 3.8621531030440800
2012-01-01 3.9143855584369600
2012-02-01 4.0034414561501500
2012-03-01 4.0746167219874200
2012-04-01 4.0867849950309110
2012-05-01 4.0639944746742900
2012-06-01 3.9724525535222996
2012-07-01 4.0765324772733500
2012-08-01 4.0661685090114310
2012-09-01 4.0222663408843395
2012-10-01 4.0357913789521090
2012-11-01 4.0239781422419000
2012-12-01 3.9389932780166000
2013-01-01 3.9307734596421500
2013-02-01 3.7200215299832200
2013-03-01 3.6751038428321006
2013-04-01 3.6717139783932500
2013-05-01 3.5821170085473600
2013-06-01 3.5647852818322097
2013-07-01 3.4672367054403300
2013-08-01 3.4721553579045703
2013-09-01 3.5137852282737700
2013-10-01 3.6283607151589305
2013-11-01 3.5281820472367995
2013-12-01 3.5229968330994200
2014-01-01 3.4490050750619705
2014-02-01 3.4307108230471000
2014-03-01 3.3737312183560300
2014-04-01 3.4691417851478100
2014-05-01 3.4944519400921696
2014-06-01 3.4579753751317597
2014-07-01 3.5605172039013200
2014-08-01 3.6752370333558195
2014-09-01 3.5115408477913000
2014-10-01 3.4255335440991000
2014-11-01 3.3238690568359703
2014-12-01 3.3057135813879297
2015-01-01 3.3662106501682203
2015-02-01 3.4342764707056097
2015-03-01 3.4726684966505497
2015-04-01 3.4818494008833400
2015-05-01 3.4981305990131197
2015-06-01 3.5527891095527700
2015-07-01 3.5542197263428200
2015-08-01 3.5624311047668797
2015-09-01 3.6261369574330200
2015-10-01 3.5240456585002202
2015-11-01 3.6262757190531896
2015-12-01 3.4911071506780500
2016-01-01 3.3750926659764904
2016-02-01 3.3295764820673300
2016-03-01 3.4686359797995300
2016-04-01 3.5024149638920803
2016-05-01 3.3897709046059100
2016-06-01 3.5509526640219800
2016-07-01 3.5577155187494904
2016-08-01 3.4475713880827703
2016-09-01 3.5442842605393900
2016-10-01 3.8275756811845000
2016-11-01 3.8182924336958903
2016-12-01 4.0772424215264900
2017-01-01 4.1834285427085000
2017-02-01 4.3238831055785800
2017-03-01 4.3676256395767790
2017-04-01 4.3230671161561505
2017-05-01 4.3782045908815800
2017-06-01 4.3517235437067700
2017-07-01 4.3637928157465400
2017-08-01 4.4328046302789510
2017-09-01 4.4675691617032800
2017-10-01 4.4226127006993210
2017-11-01 4.5061530162615000
2017-12-01 4.4681892559237310
2018-01-01 4.4833202794285190
2018-02-01 4.4239445690335100
2018-03-01 4.3707778349062900
2018-04-01 4.3428107379535300
2018-05-01 4.4658027546437900
2018-06-01 4.4582753421229695
2018-07-01 4.4754065048419600
2018-08-01 4.5239908390617500
2018-09-01 4.3732213903116900
2018-10-01 4.4099991936138400
2018-11-01 4.3825163308775600
2018-12-01 4.4646702808287700
2019-01-01 4.5851790160285090
2019-02-01 4.4337716915233400
2019-03-01 4.4861145034849410
2019-04-01 4.5653968088869200
2019-05-01 4.5559600241260990
2019-06-01 4.4612048513379700
2019-07-01 4.4774654816444400
2019-08-01 4.4182801932002300
2019-09-01 4.3689201493661700
2019-10-01 4.1872735861450700
2019-11-01 4.2625921273615200
2019-12-01 4.1662807185550900
2020-01-01 4.0880327401183100
2020-02-01 4.1542199094563300
2020-03-01 4.2016651783126490
2020-04-01 3.8856098387822504
2020-05-01 3.9511717841121300
2020-06-01 3.9640447114267006
2020-07-01 3.8735890076526100
2020-08-01 3.9204887883444903
2020-09-01 3.9457943277638297
2020-10-01 3.9636251253758600
2020-11-01 4.0410283118229600
2020-12-01 3.9735976713261300
2021-01-01 3.9973860204480998
2021-02-01 3.9768638949876203
2021-03-01 4.0160298184992200
2021-04-01 4.0046361969085400
2021-05-01 3.9536750249276102
2021-06-01 3.9579314509224304
2021-07-01 3.9670712303399402
2021-08-01 3.9240945656556500
2021-09-01 3.9219541868477500
2021-10-01 3.9418272479446204
2021-11-01 3.8284718190656500
2021-12-01 3.8808525555433797
2022-01-01 3.9020033541087900
2022-02-01 3.8981799185127900
2022-03-01 3.8250976011233100
2022-04-01 3.9224637489017400
2022-05-01 3.9570584265004200
2022-06-01 3.9548662913643398
2022-07-01 3.9583713147827700
2022-08-01 3.9256064585717700
2022-09-01 3.8961723617472406
2022-10-01 3.9272406974991300
2022-11-01 3.9249371467088996
2022-12-01 3.8888790072941900
2023-01-01 3.8027305175800300
2023-02-01 3.7126595565471603
2023-03-01 3.6342171427407997
2023-04-01 3.6400498112457300
2023-05-01 3.7565151744960500
2023-06-01 3.6505357839220203
2023-07-01 3.6501260206587900
2023-08-01 3.6204174666320896
2023-09-01 3.6815899441910296
2023-10-01 3.6215972254356803
2023-11-01 3.6257791100428904
2023-12-01 3.5924323832630600
2024-01-01 3.6014007707618100
2024-02-01 3.6249771886206603
2024-03-01 3.6407639588511000
2024-04-01 3.6497677058556300
2024-05-01 3.6540159133949100
2024-06-01 3.6494913507670600
2024-07-01 3.6428215210080497
2024-08-01 3.7161729585586696
2024-09-01 3.6719862977086097

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