Title: All Employees: Goods Producing in Texarkana, TX-AR (MSA) Series ID: SMU48455000600000001SA Source: U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis Release: State and Metro Area Employment, Hours, and Earnings (Not a Press Release) Seasonal Adjustment: Seasonally Adjusted Frequency: Monthly Units: Thousands of Persons Date Range: 1990-01-01 to 2024-03-01 Last Updated: 2024-04-20 5:01 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/SMU48455000600000001). 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 11.0100911382457000 1990-02-01 10.9578484737510000 1990-03-01 11.2466427202506000 1990-04-01 11.3924261507800000 1990-05-01 11.5431319182901000 1990-06-01 11.8054989809680980 1990-07-01 12.1444491403181000 1990-08-01 11.8876165627383020 1990-09-01 11.9274881910442990 1990-10-01 12.3538257035016980 1990-11-01 12.5217176165039990 1990-12-01 12.7081056464576000 1991-01-01 12.1035100812531000 1991-02-01 12.3628136082669000 1991-03-01 12.1508605797767000 1991-04-01 11.4899750930240000 1991-05-01 10.6589944444458010 1991-06-01 10.4073121951380990 1991-07-01 10.3339673948466000 1991-08-01 10.1753311831054010 1991-09-01 10.1257177571879000 1991-10-01 10.8553150770688000 1991-11-01 10.1218627303781990 1991-12-01 9.7061819163371600 1992-01-01 9.8043486154591200 1992-02-01 9.8629291459458000 1992-03-01 9.7577582798229500 1992-04-01 9.5819173782680300 1992-05-01 9.6860609757607100 1992-06-01 9.6250526074460390 1992-07-01 9.5210245102549300 1992-08-01 9.6517421339987500 1992-09-01 9.7200724769394100 1992-10-01 9.7529250845287300 1992-11-01 9.6067702631032500 1992-12-01 9.5102752598746710 1993-01-01 9.2010457402565500 1993-02-01 9.2673579600607400 1993-03-01 9.2687140137074400 1993-04-01 9.3910524738432690 1993-05-01 9.3268282782014800 1993-06-01 9.3419335452846900 1993-07-01 9.2926674234962400 1993-08-01 9.2250142049948900 1993-09-01 9.0961556259554900 1993-10-01 9.1464486991542300 1993-11-01 9.0919394196211900 1993-12-01 9.1165596701472000 1994-01-01 9.3096812570221420 1994-02-01 9.2801454941203690 1994-03-01 9.4897823948149910 1994-04-01 9.3035985728358690 1994-05-01 9.2571124234479800 1994-06-01 9.3588224047537600 1994-07-01 9.3450807583087700 1994-08-01 9.3950780802288310 1994-09-01 9.3784383425042210 1994-10-01 9.3406617138198800 1994-11-01 9.3839849505597400 1994-12-01 9.5318352956685900 1995-01-01 9.4134017237639300 1995-02-01 9.5957017711275700 1995-03-01 9.6074408896867210 1995-04-01 9.7272469732666700 1995-05-01 9.5796665576840000 1995-06-01 9.5550191358366590 1995-07-01 9.5979337580086500 1995-08-01 9.7721835573369890 1995-09-01 9.7485871814495700 1995-10-01 9.8433359069129300 1995-11-01 10.1012331126654010 1995-12-01 9.9524372203611900 1996-01-01 10.1243157642184000 1996-02-01 9.8978847962097700 1996-03-01 9.9166764920279710 1996-04-01 9.7433365427345710 1996-05-01 9.8779535586141900 1996-06-01 9.9415632254617200 1996-07-01 10.0696617324036990 1996-08-01 9.8590845561939800 1996-09-01 10.0333847174509000 1996-10-01 9.8565307261607400 1996-11-01 10.0207262161955000 1996-12-01 9.6803946566227490 1997-01-01 9.5164111232765800 1997-02-01 9.5974046730415400 1997-03-01 9.5080946189187600 1997-04-01 9.4674598337597200 1997-05-01 9.6670830996867400 1997-06-01 9.5160745089302200 1997-07-01 9.7542640584277200 1997-08-01 9.6615976630741700 1997-09-01 9.5091693798045500 1997-10-01 9.6750753725305000 1997-11-01 9.5547250019719620 1997-12-01 9.6124231514912890 1998-01-01 9.5090701226528400 1998-02-01 9.4883225566402110 1998-03-01 9.4931809434963400 1998-04-01 9.5795960852020900 1998-05-01 9.4433526606538010 1998-06-01 9.4917979550780790 1998-07-01 9.2487553787260800 1998-08-01 9.3583545034261700 1998-09-01 9.4052853216239600 1998-10-01 9.3044247698382100 1998-11-01 9.1897166725761700 1998-12-01 9.2428531087810000 1999-01-01 9.3917246662347880 1999-02-01 9.4850651880383300 1999-03-01 9.4678610094786000 1999-04-01 9.4736911659279300 1999-05-01 9.5273222487983920 1999-06-01 9.6676385634314200 1999-07-01 9.5546255567581000 1999-08-01 9.6507362915226600 1999-09-01 9.5985988602267100 1999-10-01 9.8423308891481200 1999-11-01 10.0265845914839000 1999-12-01 10.0704149051620000 2000-01-01 10.1860422476482000 2000-02-01 10.0766295695122000 2000-03-01 10.2353124855852000 2000-04-01 10.0515164714711000 2000-05-01 10.1076534518579990 2000-06-01 10.0606260323666000 2000-07-01 10.1729092541287000 2000-08-01 10.0317008512709020 2000-09-01 10.1069977004089000 2000-10-01 10.0813844831304000 2000-11-01 10.0405973050008010 2000-12-01 10.0916167718137000 2001-01-01 10.0845360636643000 2001-02-01 10.1831581579184000 2001-03-01 10.0040437523354000 2001-04-01 10.0198247445064010 2001-05-01 9.9835172212915700 2001-06-01 9.9643661951086400 2001-07-01 10.1837970085781000 2001-08-01 10.0235998333197000 2001-09-01 10.0215264140155000 2001-10-01 9.9088747709424100 2001-11-01 9.9432644237245200 2001-12-01 9.9067098086660700 2002-01-01 9.9036542630427100 2002-02-01 9.8794307481952200 2002-03-01 9.7783377244378900 2002-04-01 9.9921003034691510 2002-05-01 9.9495537562897600 2002-06-01 10.0780608297755000 2002-07-01 9.9917932610050600 2002-08-01 10.0189704345916990 2002-09-01 9.9489674959908590 2002-10-01 10.1253976037263000 2002-11-01 9.8310095891832300 2002-12-01 9.8146796660765290 2003-01-01 9.6287696826143000 2003-02-01 9.6844952236703500 2003-03-01 9.7607561142326790 2003-04-01 9.6557394690673490 2003-05-01 9.8182541563384700 2003-06-01 9.5838897634190400 2003-07-01 9.6014726533000400 2003-08-01 9.7279168107550620 2003-09-01 9.6788634127785300 2003-10-01 9.6318861899824000 2003-11-01 9.6222742396109200 2003-12-01 9.6168887752290520 2004-01-01 9.6527823487002880 2004-02-01 9.6812278607681000 2004-03-01 9.6371240592860520 2004-04-01 9.7316727033277100 2004-05-01 9.6898104478735010 2004-06-01 9.5883240284875100 2004-07-01 9.5141130574422410 2004-08-01 9.4474325773817700 2004-09-01 9.4126087767127300 2004-10-01 9.5390247253693500 2004-11-01 9.6100658364676890 2004-12-01 9.6093859576772500 2005-01-01 9.5560893599344610 2005-02-01 9.6768292540513400 2005-03-01 9.6226816003183590 2005-04-01 9.5109950188216000 2005-05-01 9.5743633080947000 2005-06-01 9.5870662902442780 2005-07-01 9.6194561956589900 2005-08-01 9.5853422595074600 2005-09-01 9.6518611952815100 2005-10-01 9.6329596441362200 2005-11-01 9.7065270491920810 2005-12-01 9.4899243555136800 2006-01-01 9.6518356616569900 2006-02-01 9.5572832046089100 2006-03-01 9.6118780135035200 2006-04-01 9.7068114309158800 2006-05-01 9.6744609513399100 2006-06-01 9.6871951302524100 2006-07-01 9.7167128981905700 2006-08-01 9.7208341252473000 2006-09-01 9.6783144648866100 2006-10-01 9.5307880446630200 2006-11-01 9.3043263946568900 2006-12-01 9.3732729121659890 2007-01-01 9.2371514275670990 2007-02-01 9.2448038035007890 2007-03-01 9.3084056517141090 2007-04-01 9.2034640712267700 2007-05-01 9.2808987435451690 2007-06-01 8.8820494243906190 2007-07-01 9.1165342343153810 2007-08-01 9.1516453935035290 2007-09-01 9.1002892641868500 2007-10-01 9.1174461093126100 2007-11-01 9.2025385907364110 2007-12-01 9.2559614182789200 2008-01-01 9.3341876836200600 2008-02-01 9.2398792164671800 2008-03-01 9.0982435624497700 2008-04-01 9.8088397972441700 2008-05-01 9.5846533067728800 2008-06-01 9.7841808103375300 2008-07-01 9.7166719280203200 2008-08-01 9.6635304508037100 2008-09-01 9.7095898950803600 2008-10-01 9.9119876936588810 2008-11-01 9.6969320873395280 2008-12-01 9.8483921339551700 2009-01-01 10.0338293696165000 2009-02-01 9.8392328316426000 2009-03-01 9.7011251289938400 2009-04-01 9.6038548088641600 2009-05-01 9.4855105568428700 2009-06-01 9.3862566256543300 2009-07-01 9.3225014519176200 2009-08-01 9.0722440106775100 2009-09-01 8.9151827500019910 2009-10-01 8.5956701845119600 2009-11-01 8.4863829367271000 2009-12-01 8.1440261819755400 2010-01-01 8.2437723519190590 2010-02-01 8.1388309962211600 2010-03-01 8.2068556096346510 2010-04-01 8.0044402109232500 2010-05-01 8.0861309868134810 2010-06-01 7.9952605662809300 2010-07-01 7.9253350723587500 2010-08-01 7.9697518077816390 2010-09-01 8.0040062174605700 2010-10-01 8.1883663879532200 2010-11-01 8.2730464538774800 2010-12-01 8.2477648147460100 2011-01-01 8.1487946774054400 2011-02-01 8.1419948300282900 2011-03-01 8.2188081910784600 2011-04-01 8.2043066696938390 2011-05-01 8.1882057341040800 2011-06-01 8.2101411870770990 2011-07-01 8.2300419428675900 2011-08-01 8.2671348856702700 2011-09-01 8.1873116682752400 2011-10-01 8.0697716189497000 2011-11-01 8.0611689642090400 2011-12-01 8.0488184664668710 2012-01-01 8.0542233033813100 2012-02-01 8.1452655410061110 2012-03-01 8.1334662263924500 2012-04-01 8.3076726323895900 2012-05-01 8.2947325027252400 2012-06-01 8.3285710214139200 2012-07-01 7.8284051575489500 2012-08-01 7.8572300124895710 2012-09-01 7.8683985787860500 2012-10-01 7.8609067626445900 2012-11-01 7.6581526359186700 2012-12-01 7.8540597623328700 2013-01-01 7.9492356671703400 2013-02-01 7.8353457040958300 2013-03-01 7.8550955068527200 2013-04-01 7.8081617779544010 2013-05-01 7.8036296465538400 2013-06-01 7.7372811682656910 2013-07-01 7.6260343056548100 2013-08-01 7.6592846235035195 2013-09-01 7.6591723328665590 2013-10-01 7.8491135108250500 2013-11-01 7.6650162804791910 2013-12-01 7.6600995383417905 2014-01-01 7.6348412418353890 2014-02-01 7.7172991123035710 2014-03-01 7.5683840933612405 2014-04-01 7.5129355919595990 2014-05-01 7.5136047242059805 2014-06-01 7.5423194392157800 2014-07-01 7.7238170887657800 2014-08-01 7.6618385120980100 2014-09-01 7.7473898615336500 2014-10-01 7.8494801424699200 2014-11-01 7.7776647068263700 2014-12-01 7.7681246622377005 2015-01-01 7.7216646713028090 2015-02-01 7.6988095771310100 2015-03-01 7.6674672666843495 2015-04-01 7.7199386302422800 2015-05-01 7.7134318098705000 2015-06-01 7.7458672274567400 2015-07-01 7.8299343397006000 2015-08-01 7.8704758049310900 2015-09-01 7.8405325878345990 2015-10-01 7.8481188118824010 2015-11-01 7.8851770928482310 2015-12-01 7.8736880691952900 2016-01-01 7.9137746108509700 2016-02-01 7.9869547424534110 2016-03-01 7.9550798961122410 2016-04-01 8.0299058105152690 2016-05-01 8.1123725259801200 2016-06-01 8.0469042998258190 2016-07-01 7.9367589909998500 2016-08-01 7.8739632492089100 2016-09-01 7.8375137390306400 2016-10-01 7.8502839025359600 2016-11-01 7.8947262453239810 2016-12-01 7.8769260250304500 2017-01-01 8.1069924128432210 2017-02-01 8.1768675091125000 2017-03-01 8.1425998397426600 2017-04-01 8.1390034780657300 2017-05-01 8.1061446463058100 2017-06-01 8.1467802864792500 2017-07-01 8.1470401653066100 2017-08-01 8.1798733895856000 2017-09-01 8.2372663063078500 2017-10-01 8.1504972677432900 2017-11-01 8.0992186765426400 2017-12-01 8.1781185626857300 2018-01-01 7.9983269762287400 2018-02-01 7.9751790484544800 2018-03-01 8.0333331723004110 2018-04-01 8.0478537906008200 2018-05-01 8.0995551382806600 2018-06-01 8.0452524550413100 2018-07-01 8.0555011992612700 2018-08-01 8.1823500595671300 2018-09-01 8.2370892344165000 2018-10-01 8.2521802182249110 2018-11-01 8.3013434440765500 2018-12-01 8.2754074975583300 2019-01-01 8.2884618361603800 2019-02-01 8.3786564461220300 2019-03-01 8.4355552647903000 2019-04-01 8.3531033321245800 2019-05-01 8.3894869212041200 2019-06-01 8.4483610456307600 2019-07-01 8.4604076847165500 2019-08-01 8.3823251542563300 2019-09-01 8.3388128509332800 2019-10-01 8.4486912157777500 2019-11-01 8.3986540732450800 2019-12-01 8.4755945567374600 2020-01-01 8.4863389820033890 2020-02-01 8.3797768751030100 2020-03-01 8.4412271976513900 2020-04-01 6.5557964300268400 2020-05-01 7.8870350684620000 2020-06-01 7.8469775113141600 2020-07-01 8.0563956321566200 2020-08-01 8.0780032680625600 2020-09-01 8.1485558966609300 2020-10-01 8.1452428649282300 2020-11-01 8.2015719401918300 2020-12-01 8.1732722917721400 2021-01-01 8.1857859680082600 2021-02-01 8.1741456391683000 2021-03-01 8.2502371919895900 2021-04-01 8.5532838042005800 2021-05-01 8.5877018001197510 2021-06-01 8.6459848894214200 2021-07-01 8.6543838913679200 2021-08-01 8.6739853088227100 2021-09-01 8.6576553349129700 2021-10-01 8.5418681953465500 2021-11-01 8.6028544751397300 2021-12-01 8.4734753327438200 2022-01-01 8.6914221300883800 2022-02-01 8.6679428168028500 2022-03-01 8.6519797035485200 2022-04-01 8.7472679241577300 2022-05-01 8.7936855453818200 2022-06-01 8.7426043315369000 2022-07-01 8.7517580261372690 2022-08-01 8.7695282783873410 2022-09-01 8.7637786557103700 2022-10-01 8.8430814918421310 2022-11-01 8.8083282935482110 2022-12-01 8.6716438789690590 2023-01-01 8.7963020123828400 2023-02-01 8.8618149112189900 2023-03-01 8.8503929837057200 2023-04-01 8.7399770531790300 2023-05-01 8.6970567578951400 2023-06-01 8.7452219455998800 2023-07-01 8.7538822785321200 2023-08-01 8.7667679751449500 2023-09-01 8.7669356605842400 2023-10-01 8.8415120750011300 2023-11-01 8.8099231226716200 2023-12-01 8.8726763014025200 2024-01-01 8.8046375228797400 2024-02-01 8.8558281553952880 2024-03-01 8.8409269228015290