NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. 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 2024-04-01 Last Updated: 2024-05-18 6:00 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/WICH648MFGN). 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 8.1643288111760000 1990-02-01 8.0720175800854190 1990-03-01 8.0239699429863200 1990-04-01 8.2274452887806610 1990-05-01 8.2798999750785600 1990-06-01 8.1462498538734010 1990-07-01 8.1613506316142210 1990-08-01 8.0897438740544100 1990-09-01 8.1671817573868800 1990-10-01 8.1242157291758710 1990-11-01 8.0975008098972200 1990-12-01 8.0543010364438700 1991-01-01 7.9575916548750490 1991-02-01 7.9697168509244000 1991-03-01 7.9200604574769400 1991-04-01 7.8228808669146600 1991-05-01 7.7758113581487600 1991-06-01 7.7534575841025590 1991-07-01 7.6663597197534505 1991-08-01 7.6932442679118700 1991-09-01 7.5728128153067100 1991-10-01 7.5296651907791400 1991-11-01 7.4986439769083795 1991-12-01 7.5582622794871510 1992-01-01 7.5438004404696110 1992-02-01 7.5594395802807110 1992-03-01 7.5135262669139100 1992-04-01 7.6126969853664600 1992-05-01 7.6732634895988500 1992-06-01 7.7642078025647200 1992-07-01 7.7773988592693400 1992-08-01 7.7979163066131900 1992-09-01 7.7876839813549900 1992-10-01 7.8334117774167410 1992-11-01 7.8021869912266100 1992-12-01 7.7623379371087300 1993-01-01 7.7221023123713800 1993-02-01 7.7471295607064600 1993-03-01 7.7080750621529400 1993-04-01 7.6958613434931396 1993-05-01 7.7669544247222400 1993-06-01 7.7788520972424700 1993-07-01 7.6902463083580805 1993-08-01 7.9072949448736500 1993-09-01 8.0061667777704200 1993-10-01 7.9327581831115195 1993-11-01 8.0066622883644900 1993-12-01 7.9707964655554700 1994-01-01 7.9985070731530700 1994-02-01 7.9333112063279010 1994-03-01 8.0023021764771300 1994-04-01 7.9790658055524200 1994-05-01 7.9615847012370500 1994-06-01 7.8917153674133490 1994-07-01 7.9019386171434010 1994-08-01 7.8147590875184810 1994-09-01 7.9225909972610200 1994-10-01 7.9280592326340810 1994-11-01 8.0147568932670900 1994-12-01 7.9761007002604805 1995-01-01 8.1797079466493400 1995-02-01 8.2288365409070000 1995-03-01 8.4024230757727310 1995-04-01 8.2658667392521110 1995-05-01 8.1538360560622590 1995-06-01 8.1998320092269900 1995-07-01 8.2073939585018500 1995-08-01 8.2162927446753400 1995-09-01 8.2298518736340500 1995-10-01 8.3176943095680500 1995-11-01 8.3227166656108000 1995-12-01 8.3867999411713700 1996-01-01 8.3737090673865200 1996-02-01 8.4316952650855100 1996-03-01 8.4070380369265600 1996-04-01 8.5577095120856500 1996-05-01 8.5526280319595890 1996-06-01 8.4978960832304600 1996-07-01 8.5069299685525090 1996-08-01 8.5068388125461200 1996-09-01 8.5302807475440510 1996-10-01 8.4008124678488900 1996-11-01 8.5309151239383400 1996-12-01 8.4934190262822200 1997-01-01 8.5825864135251300 1997-02-01 8.5432967136562300 1997-03-01 8.6203688783166400 1997-04-01 8.5565144484763300 1997-05-01 8.5485730444732320 1997-06-01 8.5945788903125100 1997-07-01 8.5977022804043100 1997-08-01 8.5939874808295900 1997-09-01 8.6252419719410600 1997-10-01 8.5813775841956200 1997-11-01 8.7282160899075700 1997-12-01 8.9055870000383000 1998-01-01 8.9018118658326200 1998-02-01 8.9570576834204800 1998-03-01 8.9288983929360700 1998-04-01 8.9576468497041400 1998-05-01 9.0526586991630100 1998-06-01 9.0904043048569100 1998-07-01 9.0865186548503400 1998-08-01 9.1844895222513200 1998-09-01 9.1191013623416700 1998-10-01 9.0637129830468500 1998-11-01 9.0220617817300290 1998-12-01 8.9087135232038400 1999-01-01 8.8229306756330000 1999-02-01 8.9690929946136090 1999-03-01 9.0345641257633500 1999-04-01 9.1571474190048400 1999-05-01 8.9560507472473820 1999-06-01 9.1926626568564610 1999-07-01 9.0775173898079900 1999-08-01 9.0802285031532300 1999-09-01 9.0173032628328120 1999-10-01 8.9546729070798000 1999-11-01 8.7081452539036300 1999-12-01 8.8150790402578690 2000-01-01 8.7371864844213610 2000-02-01 8.6705999167592800 2000-03-01 8.6308063944409600 2000-04-01 8.6540198602870180 2000-05-01 8.6663085839782600 2000-06-01 8.5923768032034000 2000-07-01 8.6783005737144100 2000-08-01 8.5840219957139100 2000-09-01 8.6183120453362090 2000-10-01 8.6515033958716500 2000-11-01 8.7004336202796200 2000-12-01 8.6132103622359910 2001-01-01 8.5412155860955500 2001-02-01 8.6613958075692690 2001-03-01 8.5258443285965700 2001-04-01 8.4565304354608000 2001-05-01 8.3694048227839400 2001-06-01 8.3972998421318310 2001-07-01 8.3807785519820500 2001-08-01 8.3941604396049300 2001-09-01 8.4180320358000800 2001-10-01 8.4578709943338900 2001-11-01 8.3938811072016000 2001-12-01 8.4103362701858500 2002-01-01 8.3408242803966800 2002-02-01 8.2435368725466300 2002-03-01 8.2139660287086000 2002-04-01 8.1667709357283800 2002-05-01 8.1779706604212300 2002-06-01 7.8940133718427300 2002-07-01 7.6878276585834410 2002-08-01 7.7057166481154500 2002-09-01 7.5105695317617200 2002-10-01 7.3671451216915300 2002-11-01 7.5005850081361700 2002-12-01 7.3993283791932205 2003-01-01 7.4357844151858700 2003-02-01 7.4290818639945700 2003-03-01 7.4054429830581200 2003-04-01 7.3816394193054400 2003-05-01 7.3817749014124105 2003-06-01 7.3899774330643000 2003-07-01 7.2913614335880900 2003-08-01 7.3134737092795300 2003-09-01 7.2992116359863000 2003-10-01 7.0781052931454100 2003-11-01 7.2054806812062190 2003-12-01 7.1942487872663400 2004-01-01 7.2327129337157690 2004-02-01 7.2206183072204000 2004-03-01 7.1988827240515710 2004-04-01 7.1987892728287100 2004-05-01 7.2868845741065400 2004-06-01 7.2774950432010300 2004-07-01 7.3938443830026300 2004-08-01 7.4178719346696200 2004-09-01 7.4843942918771900 2004-10-01 7.4834053567283000 2004-11-01 7.5144383768483610 2004-12-01 7.5902914358740590 2005-01-01 7.5305605036110900 2005-02-01 7.6211106753040000 2005-03-01 7.5962533290548600 2005-04-01 7.6153437698389400 2005-05-01 7.5878328230782595 2005-06-01 7.6687693628164800 2005-07-01 7.6873388542546290 2005-08-01 7.7218022031593300 2005-09-01 7.7743246384260500 2005-10-01 7.7889785808080100 2005-11-01 7.8158340013348490 2005-12-01 7.9852600486299100 2006-01-01 7.9308637661174295 2006-02-01 7.9255520749802600 2006-03-01 7.9911229506896400 2006-04-01 8.1298148543104400 2006-05-01 7.9966426649042095 2006-06-01 7.9594152155814810 2006-07-01 7.8798141033290490 2006-08-01 7.9252634176207100 2006-09-01 7.9683097770538405 2006-10-01 7.9900105506539700 2006-11-01 8.0182077486003300 2006-12-01 7.9802617429262610 2007-01-01 8.0267609064050400 2007-02-01 8.0334387336378900 2007-03-01 8.0829765630120400 2007-04-01 8.1388176516495890 2007-05-01 8.2063977186562500 2007-06-01 8.2568165088808000 2007-07-01 8.2733574341210000 2007-08-01 8.4253539841275180 2007-09-01 8.2711654217226200 2007-10-01 8.2936692634541910 2007-11-01 8.2136146922662400 2007-12-01 8.1756343730932990 2008-01-01 8.1174117739584700 2008-02-01 8.1407026076054090 2008-03-01 8.0735834920621110 2008-04-01 8.0470825432419700 2008-05-01 8.0158202491596200 2008-06-01 7.9603804073984100 2008-07-01 7.9694230648527595 2008-08-01 7.7214526312384810 2008-09-01 7.4774503100757700 2008-10-01 7.3973401121579090 2008-11-01 7.3091661826534500 2008-12-01 7.1740432408156500 2009-01-01 7.0059472932113710 2009-02-01 6.7396229741933600 2009-03-01 6.5692049405595300 2009-04-01 6.2509710808490900 2009-05-01 6.1203803673115305 2009-06-01 5.9707390552494000 2009-07-01 5.8697531717687200 2009-08-01 5.7152939192959410 2009-09-01 5.6857122809309200 2009-10-01 5.6051035853676510 2009-11-01 5.5030607698192900 2009-12-01 5.4695452619158400 2010-01-01 4.9920885232348000 2010-02-01 5.0364983673557600 2010-03-01 5.0695968480708700 2010-04-01 5.0486176290612100 2010-05-01 5.0225873476381910 2010-06-01 5.0848068614797400 2010-07-01 4.9732791368890900 2010-08-01 5.1109570359131110 2010-09-01 5.0934886547300810 2010-10-01 5.1105094017990810 2010-11-01 5.2005293782551700 2010-12-01 5.1651680751742300 2011-01-01 4.9830285041984800 2011-02-01 5.0274748174803205 2011-03-01 5.0741228518057590 2011-04-01 5.0384521066276795 2011-05-01 5.1202353255105600 2011-06-01 5.0952350007219500 2011-07-01 5.1831005568656705 2011-08-01 5.2115037268888305 2011-09-01 5.2027813279604500 2011-10-01 5.2143821904209500 2011-11-01 5.2992913093239910 2011-12-01 5.2588108318244100 2012-01-01 5.3748306306071400 2012-02-01 5.4203552487059500 2012-03-01 5.3803207178906800 2012-04-01 5.4236801712533000 2012-05-01 5.4131676758943605 2012-06-01 5.4064387239087806 2012-07-01 5.3925910420252800 2012-08-01 5.4173628846404100 2012-09-01 5.4126853742035905 2012-10-01 5.4154505335686790 2012-11-01 5.3982624988811690 2012-12-01 5.3514751703317500 2013-01-01 5.3706230848767800 2013-02-01 5.3128081307663710 2013-03-01 5.2888027996224100 2013-04-01 5.3053038946469595 2013-05-01 5.3088130687329300 2013-06-01 5.3124605557359900 2013-07-01 5.3018772827947000 2013-08-01 5.3262163655595000 2013-09-01 5.3229482139774700 2013-10-01 5.3140199215332510 2013-11-01 5.2967491241524100 2013-12-01 5.3399593121995190 2014-01-01 5.2674706901652690 2014-02-01 5.3134053295999500 2014-03-01 5.2923821511393490 2014-04-01 5.2912288978193900 2014-05-01 5.3100192141063200 2014-06-01 5.3155877034101500 2014-07-01 5.2064415205007300 2014-08-01 5.2349144878232000 2014-09-01 5.2295883345864205 2014-10-01 5.2126965360976300 2014-11-01 5.1940038720629800 2014-12-01 5.1277516673249010 2015-01-01 5.2687917745888800 2015-02-01 5.3151078377930590 2015-03-01 5.2943940294565500 2015-04-01 5.2828923106971200 2015-05-01 5.2172559545544805 2015-06-01 5.1115193712582006 2015-07-01 5.0083666888913300 2015-08-01 5.0394462924005700 2015-09-01 5.0352175106796790 2015-10-01 5.0131029156938100 2015-11-01 4.9885491139433205 2015-12-01 4.9188571654340190 2016-01-01 4.8734790392546910 2016-02-01 4.7170039991593300 2016-03-01 4.6931149322404595 2016-04-01 4.6818217563245400 2016-05-01 4.6218537744474500 2016-06-01 4.6081372346008210 2016-07-01 4.7079081973596600 2016-08-01 4.6390696827448090 2016-09-01 4.6380855313681390 2016-10-01 4.7183004952092800 2016-11-01 4.6822560739236200 2016-12-01 4.7196424696716400 2017-01-01 4.6739416727175100 2017-02-01 4.7152296107998100 2017-03-01 4.7932301753940000 2017-04-01 4.7814639133476105 2017-05-01 4.8234197318190800 2017-06-01 4.9053295789109600 2017-07-01 4.9081936379153900 2017-08-01 4.9352427988902990 2017-09-01 4.9412826888556200 2017-10-01 4.9217156642927495 2017-11-01 4.9794124977559600 2017-12-01 5.0306467520278100 2018-01-01 5.0726543978648600 2018-02-01 5.1095746353895500 2018-03-01 5.0901007468580990 2018-04-01 5.1858673617821200 2018-05-01 5.2195370276090300 2018-06-01 5.3001562137056600 2018-07-01 5.3109003836182405 2018-08-01 5.3297941428197400 2018-09-01 5.3402654612284906 2018-10-01 5.3259935993125405 2018-11-01 5.3851772377087400 2018-12-01 5.3448320125891000 2019-01-01 5.2695569202631300 2019-02-01 5.3031297342178000 2019-03-01 5.2866179907348800 2019-04-01 5.2872471833247500 2019-05-01 5.3116307492207200 2019-06-01 5.2992305314210600 2019-07-01 5.3145046261566105 2019-08-01 5.3252975095548400 2019-09-01 5.3368585957803205 2019-10-01 5.3235474398210710 2019-11-01 5.2921379801430700 2019-12-01 5.2628806176652990 2020-01-01 5.2738934186230990 2020-02-01 5.1966696729719500 2020-03-01 5.1783795807155000 2020-04-01 4.9912682663515895 2020-05-01 4.9002609607016200 2020-06-01 4.5986987195212805 2020-07-01 4.4207282925433390 2020-08-01 4.4252262940121700 2020-09-01 4.3265068956168100 2020-10-01 4.3156207797576700 2020-11-01 4.2996532068479905 2020-12-01 4.2778312998490600 2021-01-01 4.3831415963655695 2021-02-01 4.4945646037278700 2021-03-01 4.3719654701039300 2021-04-01 4.3907111136788800 2021-05-01 4.4915823234721000 2021-06-01 4.6026770096653700 2021-07-01 4.7250140646053090 2021-08-01 4.6249556937447300 2021-09-01 4.6162423381192690 2021-10-01 4.6017740287248400 2021-11-01 4.6017808815062800 2021-12-01 4.6899989666321500 2022-01-01 4.6988923312597900 2022-02-01 4.6952207474664400 2022-03-01 4.7678373948666500 2022-04-01 4.8947433371995000 2022-05-01 4.8862465489486390 2022-06-01 4.8993021652368896 2022-07-01 5.0283321215650300 2022-08-01 5.1248687240332900 2022-09-01 5.2033344561099010 2022-10-01 5.2914673427785000 2022-11-01 5.3032894232464510 2022-12-01 5.2945060173571600 2023-01-01 5.3155106335377695 2023-02-01 5.3981997911354600 2023-03-01 5.4693201354716690 2023-04-01 5.3936515431599810 2023-05-01 5.4844030835177010 2023-06-01 5.4987585695025300 2023-07-01 5.4284448984486290 2023-08-01 5.4232497105029810 2023-09-01 5.4946014519427300 2023-10-01 5.4839836811302005 2023-11-01 5.4997481255088900 2023-12-01 5.4976205767175990 2024-01-01 5.4305196198432695 2024-02-01 5.4999783943405090 2024-03-01 5.4709972034957510 2024-04-01 5.4946900336685300