Title: All Employees: Other Services in Wichita Falls, TX (MSA) Series ID: WICH648SRVO 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 2024-02-01 Last Updated: 2024-03-23 6:15 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/WICH648SRVON). 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 2.3005243453415000 1990-02-01 2.2995614534839100 1990-03-01 2.3767143125776100 1990-04-01 2.3452773830740500 1990-05-01 2.3856461113446400 1990-06-01 2.3915348489390800 1990-07-01 2.4413250707732703 1990-08-01 2.3934657552061500 1990-09-01 2.4007186655571697 1990-10-01 2.4517312203732400 1990-11-01 2.4585605547725700 1990-12-01 2.4591413082656800 1991-01-01 2.3964869722143900 1991-02-01 2.3975798179259904 1991-03-01 2.3789695970016800 1991-04-01 2.3423723396179300 1991-05-01 2.3883540597230200 1991-06-01 2.3925300518487900 1991-07-01 2.3386034420912405 1991-08-01 2.3920021538739100 1991-09-01 2.3988687027397000 1991-10-01 2.3562270043515600 1991-11-01 2.3630659187418903 1991-12-01 2.3627355081277000 1992-01-01 2.2907061713835297 1992-02-01 2.3929462178734400 1992-03-01 2.3844520638154400 1992-04-01 2.4352327594392400 1992-05-01 2.4928819746259400 1992-06-01 2.3948081624492000 1992-07-01 2.3365119774386605 1992-08-01 2.3839633994082300 1992-09-01 2.3966300578231500 1992-10-01 2.4608827427677400 1992-11-01 2.4723269561705000 1992-12-01 2.4706098521164200 1993-01-01 2.4840875840906600 1993-02-01 2.4874437277559300 1993-03-01 2.4875178708634200 1993-04-01 2.4272974775288900 1993-05-01 2.5017880869134600 1993-06-01 2.5964459063188800 1993-07-01 2.5275333577378700 1993-08-01 2.5742487980266600 1993-09-01 2.6027395810251700 1993-10-01 2.5642337887645800 1993-11-01 2.5805788534169500 1993-12-01 2.5731037146798800 1994-01-01 2.6827749505918903 1994-02-01 2.6805478109469200 1994-03-01 2.6868280914774303 1994-04-01 2.7261011626761900 1994-05-01 2.7149288785677300 1994-06-01 2.6959405165554300 1994-07-01 2.7184197858845800 1994-08-01 2.6579566973086100 1994-09-01 2.7100135115734600 1994-10-01 2.6663140089945900 1994-11-01 2.6882725287102100 1994-12-01 2.6752036618441300 1995-01-01 2.6846118697263300 1995-02-01 2.6784631520869000 1995-03-01 2.6815139043582200 1995-04-01 2.7265305533904100 1995-05-01 2.7287729335652298 1995-06-01 2.6932894207916300 1995-07-01 2.7061083568972500 1995-08-01 2.7495203228553398 1995-09-01 2.7204559685759000 1995-10-01 2.7665365149433000 1995-11-01 2.6873649929367200 1995-12-01 2.6689636713252400 1996-01-01 2.6925972835252500 1996-02-01 2.6792092278419500 1996-03-01 2.6765678308699905 1996-04-01 2.6324070130909200 1996-05-01 2.6406157274954100 1996-06-01 2.6882855278021602 1996-07-01 2.6982417525891300 1996-08-01 2.7425228931283803 1996-09-01 2.6284980668974800 1996-10-01 2.6635269201036700 1996-11-01 2.6824741671792203 1996-12-01 2.7643466894378400 1997-01-01 2.7036635761199300 1997-02-01 2.7815599032932600 1997-03-01 2.7730704890749300 1997-04-01 2.7326096767587598 1997-05-01 2.7505627106745300 1997-06-01 2.7803543697214300 1997-07-01 2.7949300243928600 1997-08-01 2.8431810321613504 1997-09-01 2.8381509751739300 1997-10-01 2.8626197408391700 1997-11-01 2.8698069865547002 1997-12-01 2.8538152722278305 1998-01-01 2.9164059479592597 1998-02-01 2.8859840831536000 1998-03-01 2.8693791823009103 1998-04-01 3.0340093477131200 1998-05-01 3.0585536928419197 1998-06-01 2.9747502983565800 1998-07-01 2.8958912041659803 1998-08-01 2.9425884597589200 1998-09-01 3.0419013839384200 1998-10-01 2.9595116350008400 1998-11-01 2.9587412356725200 1998-12-01 2.9516577681226800 1999-01-01 2.9243290759831204 1999-02-01 2.8948996548408900 1999-03-01 2.8659259662160000 1999-04-01 2.8305924033830100 1999-05-01 2.8615107443449700 1999-06-01 2.8707204307540000 1999-07-01 2.8969222512321204 1999-08-01 2.8470003080391800 1999-09-01 2.8425804334357500 1999-10-01 2.8584614350964905 1999-11-01 2.8483769682271500 1999-12-01 2.8491197480178500 2000-01-01 2.8307758518176604 2000-02-01 2.9014577988786500 2000-03-01 2.8633942550805600 2000-04-01 2.9333587448683596 2000-05-01 2.8621722988974700 2000-06-01 2.8696027465127902 2000-07-01 2.7932199658980204 2000-08-01 2.8481821894335200 2000-09-01 2.8431081051766700 2000-10-01 2.8532235930712404 2000-11-01 2.9442810496433700 2000-12-01 2.9532750662309700 2001-01-01 2.9344183800642100 2001-02-01 2.9041995517804997 2001-03-01 2.9627898781370200 2001-04-01 3.0375921935735500 2001-05-01 2.9618946408772400 2001-06-01 2.9656823027529400 2001-07-01 2.8876290381475800 2001-08-01 3.0490573563613794 2001-09-01 3.0451901574041496 2001-10-01 3.0526988913922900 2001-11-01 2.9429555204591202 2001-12-01 2.9526632987727406 2002-01-01 3.0368453380807000 2002-02-01 3.0041192017237400 2002-03-01 3.0616971631587100 2002-04-01 3.0487430232643200 2002-05-01 3.1623883005274904 2002-06-01 3.0623603254855096 2002-07-01 3.0771378925376998 2002-08-01 3.0462542842449100 2002-09-01 3.0437499882982100 2002-10-01 3.0513787645924197 2002-11-01 3.0505548221158400 2002-12-01 3.0609685128741700 2003-01-01 3.0355236284607203 2003-02-01 3.1016337003065400 2003-03-01 3.0625588969794600 2003-04-01 3.0580245246344000 2003-05-01 3.0560918833894300 2003-06-01 3.0534502280290896 2003-07-01 3.0681428521915697 2003-08-01 3.0475334379173600 2003-09-01 3.0409272417202597 2003-10-01 3.0580932972115398 2003-11-01 3.0624055351055300 2003-12-01 3.1690967348356898 2004-01-01 3.0317578245205200 2004-02-01 2.9942839428571900 2004-03-01 2.9623276596634605 2004-04-01 2.9700329974875600 2004-05-01 2.9439334435905900 2004-06-01 3.0432773896244902 2004-07-01 2.8611942549355600 2004-08-01 2.9492180488946302 2004-09-01 3.0375319418588900 2004-10-01 2.9676449250245898 2004-11-01 2.9778697309452795 2004-12-01 2.9832972760496700 2005-01-01 2.9261834688452800 2005-02-01 2.8843989681242900 2005-03-01 2.9617500431580495 2005-04-01 2.8726352108597304 2005-05-01 2.8285270571184300 2005-06-01 2.8302673804183900 2005-07-01 2.8654948165561100 2005-08-01 2.8498125225746804 2005-09-01 2.8349709380417700 2005-10-01 2.8841160447284198 2005-11-01 2.7925693791738300 2005-12-01 2.7943484316977400 2006-01-01 2.8176396368252097 2006-02-01 2.8802076005571900 2006-03-01 2.8553223963492100 2006-04-01 2.8705305405168100 2006-05-01 2.9116627769237797 2006-06-01 2.9187919296112996 2006-07-01 2.8780962516623396 2006-08-01 2.8482355164421100 2006-09-01 2.8332121986823400 2006-10-01 2.8005307041832297 2006-11-01 2.8046409734338598 2006-12-01 2.8061230520982300 2007-01-01 2.8084283018380300 2007-02-01 2.7794010480998304 2007-03-01 2.7498675442425100 2007-04-01 2.6614842445158904 2007-05-01 2.6933543185555298 2007-06-01 2.6063445609775800 2007-07-01 2.5986379777165096 2007-08-01 2.5504442842419600 2007-09-01 2.6308271350923795 2007-10-01 2.5194376126690496 2007-11-01 2.4100923112205600 2007-12-01 2.4093129885646200 2008-01-01 2.3991887030263000 2008-02-01 2.3798641489923000 2008-03-01 2.3462108993458100 2008-04-01 2.3547916403353400 2008-05-01 2.2779436405120400 2008-06-01 2.2971271097609303 2008-07-01 2.3227116623924800 2008-08-01 2.3567732528595897 2008-09-01 2.3264840748348500 2008-10-01 2.3298171393905096 2008-11-01 2.3062439887206403 2008-12-01 2.2061734569523503 2009-01-01 2.3972766213028900 2009-02-01 2.3795150716497000 2009-03-01 2.4473010952999200 2009-04-01 2.4459610803805800 2009-05-01 2.4742336967326700 2009-06-01 2.4942825617525600 2009-07-01 2.4440181875990300 2009-08-01 2.4630626854295600 2009-09-01 2.4172953493744500 2009-10-01 2.4317100161495500 2009-11-01 2.4990812701937597 2009-12-01 2.4963414559280097 2010-01-01 2.5023890389607500 2010-02-01 2.4797397302038700 2010-03-01 2.4495327372562700 2010-04-01 2.5432634976139200 2010-05-01 2.5769322386960800 2010-06-01 2.5948056215269100 2010-07-01 2.4561664930284000 2010-08-01 2.4703215925174400 2010-09-01 2.5094899070842300 2010-10-01 2.4257479241844500 2010-11-01 2.4858922733096200 2010-12-01 2.4901344060790300 2011-01-01 2.5155216169245600 2011-02-01 2.4754771249412900 2011-03-01 2.4547065849655496 2011-04-01 2.4374929354607200 2011-05-01 2.4817280474488500 2011-06-01 2.5011936204495098 2011-07-01 2.4612487759013400 2011-08-01 2.4827539112081900 2011-09-01 2.4993103472542300 2011-10-01 2.5164262083930002 2011-11-01 2.4753974196112300 2011-12-01 2.4862311124242300 2012-01-01 2.4232126541920500 2012-02-01 2.4709283693843500 2012-03-01 2.4606709895684900 2012-04-01 2.4339859763226004 2012-05-01 2.3852491925272004 2012-06-01 2.4076096747228997 2012-07-01 2.4642258796471297 2012-08-01 2.4966974413178598 2012-09-01 2.4946212680327498 2012-10-01 2.5061179407220897 2012-11-01 2.4625035100228200 2012-12-01 2.4878491583030398 2013-01-01 2.4267125435684000 2013-02-01 2.4656281970644900 2013-03-01 2.4628558900214200 2013-04-01 2.4249299264012600 2013-05-01 2.4919381427091203 2013-06-01 2.5152246321553196 2013-07-01 2.5698391675777200 2013-08-01 2.6113433065054400 2013-09-01 2.4900578109303800 2013-10-01 2.5015633827688597 2013-11-01 2.5550941247082500 2013-12-01 2.4856102125500800 2014-01-01 2.5224145585133400 2014-02-01 2.5595997333876900 2014-03-01 2.5615394999149905 2014-04-01 2.6198800172579800 2014-05-01 2.5969994905587597 2014-06-01 2.5156710984683500 2014-07-01 2.5792211332448600 2014-08-01 2.5272677182824300 2014-09-01 2.5936376961842500 2014-10-01 2.6052554760257900 2014-11-01 2.5434034203215803 2014-12-01 2.5800492215135700 2015-01-01 2.6159647126227800 2015-02-01 2.5528348819577302 2015-03-01 2.5577475898915200 2015-04-01 2.6111156724883700 2015-05-01 2.5970863204008100 2015-06-01 2.6191850846103000 2015-07-01 2.5955288504913800 2015-08-01 2.6447609058750200 2015-09-01 2.5966409408991700 2015-10-01 2.6129193924775800 2015-11-01 2.6371100122799600 2015-12-01 2.5668524219412300 2016-01-01 2.6029696875826698 2016-02-01 2.5453831460071000 2016-03-01 2.5530316607277800 2016-04-01 2.5074224908570697 2016-05-01 2.4966393094913997 2016-06-01 2.5243549024900800 2016-07-01 2.4160122143981400 2016-08-01 2.4573651565453902 2016-09-01 2.5016605721850100 2016-10-01 2.4191232049698703 2016-11-01 2.4274149976056000 2016-12-01 2.4516153809386800 2017-01-01 2.3924787656291400 2017-02-01 2.4401798698978197 2017-03-01 2.4475579943701500 2017-04-01 2.3058746534245698 2017-05-01 2.2955386867138300 2017-06-01 2.3371399144685000 2017-07-01 2.3337617194909300 2017-08-01 2.2645630947049600 2017-09-01 2.3021527060858900 2017-10-01 2.3224337292324300 2017-11-01 2.3227020623325500 2017-12-01 2.3360995179232003 2018-01-01 2.2833644755390496 2018-02-01 2.3379101390842103 2018-03-01 2.3397367456520600 2018-04-01 2.4081106275317100 2018-05-01 2.3953346059225900 2018-06-01 2.3522590242269700 2018-07-01 2.3461085242771100 2018-08-01 2.3692975284435300 2018-09-01 2.3020581249933000 2018-10-01 2.3210819416718900 2018-11-01 2.3157512688230000 2018-12-01 2.3277005020162003 2019-01-01 2.3771901499645898 2019-02-01 2.3401918479299700 2019-03-01 2.3321737047529103 2019-04-01 2.3064938846027500 2019-05-01 2.2929012065733200 2019-06-01 2.2725442489900700 2019-07-01 2.2535250972200600 2019-08-01 2.2718549568671205 2019-09-01 2.2996479277631803 2019-10-01 2.2164152229557000 2019-11-01 2.3150341581311800 2019-12-01 2.3247956224667500 2020-01-01 2.2658273865540600 2020-02-01 2.2437185767291000 2020-03-01 2.2249712750614300 2020-04-01 1.7074872642071501 2020-05-01 1.8919965330758999 2020-06-01 1.8897656346271500 2020-07-01 1.9588593027591599 2020-08-01 1.9740784633095800 2020-09-01 1.9966696691285300 2020-10-01 2.0106049547507200 2020-11-01 2.0122323339703500 2020-12-01 2.0250155883645298 2021-01-01 2.0549847145051100 2021-02-01 2.0470867210317400 2021-03-01 2.1216681832915100 2021-04-01 2.1121262609229500 2021-05-01 2.0916912671881500 2021-06-01 2.1026175365489800 2021-07-01 2.0578923078140403 2021-08-01 2.0751732633823700 2021-09-01 2.0933160495580700 2021-10-01 2.1079717701272200 2021-11-01 2.1130529291342700 2021-12-01 2.1260233139124300 2022-01-01 2.1464019916890700 2022-02-01 2.2454902945823596 2022-03-01 2.2177233462551804 2022-04-01 2.2190171385106200 2022-05-01 2.1933670393211800 2022-06-01 2.2089637768769000 2022-07-01 2.2558983633116500 2022-08-01 2.2786653355307003 2022-09-01 2.2915746044370900 2022-10-01 2.3056542561806700 2022-11-01 2.3133427713723900 2022-12-01 2.3258612880628000 2023-01-01 2.3431283997534798 2023-02-01 2.3416510417822205 2023-03-01 2.3164533470090602 2023-04-01 2.3228801995721700 2023-05-01 2.3946340458387003 2023-06-01 2.3138600866117100 2023-07-01 2.4526824120225696 2023-08-01 2.3791514202296700 2023-09-01 2.3928171255204000 2023-10-01 2.4056658159784900 2023-11-01 2.4149329332804300 2023-12-01 2.4260193964001700 2024-01-01 2.4400208484124000 2024-02-01 2.4368728848579900