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 2023-04-01 Last Updated: 2023-05-20 3:01 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 11.0080873695514980 1990-02-01 10.9576599571696000 1990-03-01 11.2452658272685000 1990-04-01 11.3912657904105000 1990-05-01 11.5436301702784010 1990-06-01 11.8060894478824000 1990-07-01 12.1449558513700020 1990-08-01 11.8882339522612000 1990-09-01 11.9281007966552000 1990-10-01 12.3546064842856000 1990-11-01 12.5221564984860000 1990-12-01 12.7085923546941990 1991-01-01 12.1016846728402000 1991-02-01 12.3626389084318010 1991-03-01 12.1495550779148010 1991-04-01 11.4889558059488020 1991-05-01 10.6594477368765990 1991-06-01 10.4078539260624010 1991-07-01 10.3344229467702000 1991-08-01 10.1758767850518020 1991-09-01 10.1262533281448000 1991-10-01 10.8559875439210010 1991-11-01 10.1222269027574000 1991-12-01 9.7065881822754000 1992-01-01 9.8028805806634200 1992-02-01 9.8627206736341600 1992-03-01 9.7566264216966090 1992-04-01 9.5810992512499000 1992-05-01 9.6864823326322610 1992-06-01 9.6255222248589200 1992-07-01 9.5214104650944800 1992-08-01 9.6521653573674100 1992-09-01 9.7204589191780100 1992-10-01 9.7533589730977500 1992-11-01 9.6070608615022300 1992-12-01 9.5105358147645290 1993-01-01 9.2000761869078000 1993-02-01 9.2671488884773010 1993-03-01 9.2678576795515610 1993-04-01 9.3905496387334480 1993-05-01 9.3271128847964000 1993-06-01 9.3422634545385400 1993-07-01 9.2929427896012900 1993-08-01 9.2253084052888200 1993-09-01 9.0964131034601100 1993-10-01 9.1466797549070300 1993-11-01 9.0921327884242590 1993-12-01 9.1166880903677900 1994-01-01 9.3091388095014900 1994-02-01 9.2799753995355520 1994-03-01 9.4892431681972890 1994-04-01 9.3033572397826100 1994-05-01 9.2572806133236400 1994-06-01 9.3590198625525000 1994-07-01 9.3452537387886700 1994-08-01 9.3952432020232220 1994-09-01 9.3785720184324490 1994-10-01 9.3407229428038200 1994-11-01 9.3840980446971400 1994-12-01 9.5318648690303800 1995-01-01 9.4131793017815290 1995-02-01 9.5956330817587400 1995-03-01 9.6071305139018600 1995-04-01 9.7272131606463490 1995-05-01 9.5796995960218600 1995-06-01 9.5550905481201780 1995-07-01 9.5980129661403120 1995-08-01 9.7722647775690900 1995-09-01 9.7486691267866300 1995-10-01 9.8433664008252590 1995-11-01 10.1012786210795990 1995-12-01 9.9524430771587400 1996-01-01 10.1242144757680000 1996-02-01 9.8978796647886310 1996-03-01 9.9165032146452710 1996-04-01 9.7433262826053000 1996-05-01 9.8779766630388690 1996-06-01 9.9415958771705200 1996-07-01 10.0697020713009000 1996-08-01 9.8591126800940700 1996-09-01 10.0334228792221990 1996-10-01 9.8565376700416300 1996-11-01 10.0207544810680000 1996-12-01 9.6803930521751890 1997-01-01 9.5163741208933900 1997-02-01 9.5974054661203210 1997-03-01 9.5080125696195300 1997-04-01 9.4674456625867210 1997-05-01 9.6670955341391310 1997-06-01 9.5160888547637100 1997-07-01 9.7542848105571180 1997-08-01 9.6616085172818700 1997-09-01 9.5091954810790900 1997-10-01 9.6750756681123600 1997-11-01 9.5547433155078500 1997-12-01 9.6124190125316090 1998-01-01 9.5090394613491900 1998-02-01 9.4883158389945800 1998-03-01 9.4931751625154300 1998-04-01 9.5795770342652000 1998-05-01 9.4433533345883800 1998-06-01 9.4918020387576400 1998-07-01 9.2487680023065510 1998-08-01 9.3583584666331600 1998-09-01 9.4053014394626990 1998-10-01 9.3044243234232400 1998-11-01 9.1897261362125300 1998-12-01 9.2428502854386880 1999-01-01 9.3917087357006000 1999-02-01 9.4850626189569380 1999-03-01 9.4678590289029200 1999-04-01 9.4736812073256810 1999-05-01 9.5273226194828300 1999-06-01 9.6676404334262200 1999-07-01 9.5546331890408210 1999-08-01 9.6507374488369200 1999-09-01 9.5986069161298690 1999-10-01 9.8423301807678900 1999-11-01 10.0265854738666000 1999-12-01 10.0704125321438000 2000-01-01 10.1860396908736990 2000-02-01 10.0766275944777000 2000-03-01 10.2353107268369000 2000-04-01 10.0515152147600000 2000-05-01 10.1076522503952000 2000-06-01 10.0606265227784000 2000-07-01 10.1729131138550990 2000-08-01 10.0317010269769000 2000-09-01 10.1069987342574000 2000-10-01 10.0813841940285000 2000-11-01 10.0405975305721000 2000-12-01 10.0916157763295000 2001-01-01 10.0845370299766000 2001-02-01 10.1831576906795980 2001-03-01 10.0040433338980000 2001-04-01 10.0198243480107000 2001-05-01 9.9835159711934620 2001-06-01 9.9643672066467500 2001-07-01 10.1837984627288000 2001-08-01 10.0235998354552000 2001-09-01 10.0215246611867000 2001-10-01 9.9088742143222300 2001-11-01 9.9432641215332790 2001-12-01 9.9067089378524600 2002-01-01 9.9036567092984380 2002-02-01 9.8794310183199910 2002-03-01 9.7783383666899700 2002-04-01 9.9921011874973900 2002-05-01 9.9495532654534620 2002-06-01 10.0780627570910000 2002-07-01 9.9917940815664000 2002-08-01 10.0189693384780000 2002-09-01 9.9489607673670390 2002-10-01 10.1253940302064010 2002-11-01 9.8310058389577600 2002-12-01 9.8146867986636500 2003-01-01 9.6287720047305300 2003-02-01 9.6844972539020090 2003-03-01 9.7607600468710380 2003-04-01 9.6557434429977100 2003-05-01 9.8182557892081500 2003-06-01 9.5838918841927400 2003-07-01 9.6014709496146190 2003-08-01 9.7279118637702500 2003-09-01 9.6788502328313500 2003-10-01 9.6318815425626810 2003-11-01 9.6222453979912500 2003-12-01 9.6169108634098920 2004-01-01 9.6527926653092880 2004-02-01 9.6812384946311100 2004-03-01 9.6371344043647000 2004-04-01 9.7316783742290900 2004-05-01 9.6898421388482600 2004-06-01 9.5883165627232300 2004-07-01 9.5140967403171500 2004-08-01 9.4474112625478700 2004-09-01 9.4125778920297900 2004-10-01 9.5390096810796000 2004-11-01 9.6100085784413200 2004-12-01 9.6094268752059500 2005-01-01 9.5560997615012100 2005-02-01 9.6768893348981400 2005-03-01 9.6227646902831900 2005-04-01 9.5108804514584700 2005-05-01 9.5745542533126300 2005-06-01 9.5869911711766000 2005-07-01 9.6193933684449390 2005-08-01 9.5852941592836790 2005-09-01 9.6518200833960600 2005-10-01 9.6329312723147100 2005-11-01 9.7064240729671500 2005-12-01 9.4899959612811510 2006-01-01 9.6518538344341600 2006-02-01 9.5574061560542800 2006-03-01 9.6120424004200500 2006-04-01 9.7065807290468000 2006-05-01 9.6748100737609600 2006-06-01 9.6870475756669200 2006-07-01 9.7165978994303200 2006-08-01 9.7207534446230100 2006-09-01 9.6782590186056300 2006-10-01 9.5307387695026900 2006-11-01 9.3041973256006600 2006-12-01 9.3733682910441500 2007-01-01 9.2371686774654900 2007-02-01 9.2449811509185800 2007-03-01 9.3086893738650610 2007-04-01 9.2031139815920400 2007-05-01 9.2813722533307400 2007-06-01 8.8818330789350100 2007-07-01 9.1163733365427400 2007-08-01 9.1515393849185200 2007-09-01 9.1002306995612400 2007-10-01 9.1173852959427590 2007-11-01 9.2023883697543500 2007-12-01 9.2560693405019800 2008-01-01 9.3342169221760610 2008-02-01 9.2400717251558300 2008-03-01 9.0985812891439900 2008-04-01 9.8084929158192690 2008-05-01 9.5851223882206100 2008-06-01 9.7839545792122800 2008-07-01 9.7164992109046190 2008-08-01 9.6634047424727590 2008-09-01 9.7095236608904490 2008-10-01 9.9119184609173910 2008-11-01 9.6968022123420300 2008-12-01 9.8484846739802600 2009-01-01 10.0338544534001990 2009-02-01 9.8394194420604090 2009-03-01 9.7015044611801890 2009-04-01 9.6035058888843810 2009-05-01 9.4859567355957000 2009-06-01 9.3860511037574990 2009-07-01 9.3223219029143910 2009-08-01 9.0721112678971320 2009-09-01 8.9151252879148490 2009-10-01 8.5956074941976100 2009-11-01 8.4862764251159000 2009-12-01 8.1440999820318700 2010-01-01 8.2438090543402610 2010-02-01 8.1389708644615000 2010-03-01 8.2071674785265400 2010-04-01 8.0042144532323200 2010-05-01 8.0864300434845900 2010-06-01 7.9951384240361390 2010-07-01 7.9251901760130190 2010-08-01 7.9696269750298610 2010-09-01 8.0039531057106790 2010-10-01 8.1883245391539400 2010-11-01 8.2729807301724700 2010-12-01 8.2478079952414800 2011-01-01 8.1488336744500100 2011-02-01 8.1420397086020000 2011-03-01 8.2190476096609490 2011-04-01 8.2042036961686000 2011-05-01 8.1883612680229800 2011-06-01 8.2101076877814100 2011-07-01 8.2299520735151100 2011-08-01 8.2670268895386300 2011-09-01 8.1872627019450700 2011-10-01 8.0697735928486200 2011-11-01 8.0611171814066000 2011-12-01 8.0488301851673700 2012-01-01 8.0542656235647600 2012-02-01 8.1452179355422900 2012-03-01 8.1335920017984200 2012-04-01 8.3076998985069910 2012-05-01 8.2947761211910500 2012-06-01 8.3286144311743800 2012-07-01 7.8283846654356400 2012-08-01 7.8571433177987690 2012-09-01 7.8683487886166590 2012-10-01 7.8609485941859810 2012-11-01 7.6581135014802300 2012-12-01 7.8540340217060300 2013-01-01 7.9492491160144290 2013-02-01 7.8352217008784200 2013-03-01 7.8551347639366990 2013-04-01 7.8081478604927690 2013-05-01 7.8039124084334600 2013-06-01 7.7372988885866905 2013-07-01 7.6260127433277800 2013-08-01 7.6591969902619010 2013-09-01 7.6591144233103610 2013-10-01 7.8491609315080595 2013-11-01 7.6649514560324500 2013-12-01 7.6601353889682800 2014-01-01 7.6348265832856610 2014-02-01 7.7170667658537100 2014-03-01 7.5683600197076110 2014-04-01 7.5129097575384405 2014-05-01 7.5141358870141900 2014-06-01 7.5422994785900900 2014-07-01 7.7237809707194200 2014-08-01 7.6617320329169700 2014-09-01 7.7473026844528310 2014-10-01 7.8495060631234410 2014-11-01 7.7775997850378795 2014-12-01 7.7681633139113800 2015-01-01 7.7216675934255300 2015-02-01 7.6985166388637800 2015-03-01 7.6674566104365700 2015-04-01 7.7199169630757900 2015-05-01 7.7142135693169400 2015-06-01 7.7457955612657500 2015-07-01 7.8297313061817695 2015-08-01 7.8703077373452000 2015-09-01 7.8403826400259500 2015-10-01 7.8481133313230300 2015-11-01 7.8851631186775800 2015-12-01 7.8738187883803200 2016-01-01 7.9138811640953200 2016-02-01 7.9866830191986296 2016-03-01 7.9550999784984600 2016-04-01 8.0298915474037600 2016-05-01 8.1131317653577800 2016-06-01 8.0468368562007110 2016-07-01 7.9365087706000900 2016-08-01 7.8739185943067600 2016-09-01 7.8365330392200300 2016-10-01 7.8504526234830600 2016-11-01 7.8949418610634510 2016-12-01 7.8771712252577610 2017-01-01 8.1075837749159700 2017-02-01 8.1767483784888600 2017-03-01 8.1423546061615980 2017-04-01 8.1389833728284500 2017-05-01 8.1064673566670100 2017-06-01 8.1465929714655700 2017-07-01 8.1470758877238800 2017-08-01 8.1800941931477900 2017-09-01 8.2353916486578800 2017-10-01 8.1507169743667110 2017-11-01 8.0995221035327900 2017-12-01 8.1785132273246800 2018-01-01 7.9994900645122300 2018-02-01 7.9777046692662505 2018-03-01 8.0310009499805000 2018-04-01 8.0469965883064810 2018-05-01 8.0993158840267800 2018-06-01 8.0449699993182100 2018-07-01 8.0558620354315490 2018-08-01 8.1827152638117400 2018-09-01 8.2342355534219100 2018-10-01 8.2525205200286600 2018-11-01 8.3021733518626900 2018-12-01 8.2758026554451390 2019-01-01 8.2911784248028800 2019-02-01 8.3845525822045490 2019-03-01 8.4311580233659700 2019-04-01 8.3506766292184800 2019-05-01 8.3875468735994300 2019-06-01 8.4469946465401400 2019-07-01 8.4610704815809000 2019-08-01 8.3844315279497990 2019-09-01 8.3346559657504700 2019-10-01 8.4491269904045900 2019-11-01 8.3960501292232300 2019-12-01 8.4769760535168800 2020-01-01 8.4912050386293800 2020-02-01 8.3992983859319500 2020-03-01 8.4349986752820700 2020-04-01 6.5480577541254610 2020-05-01 7.8792744295557200 2020-06-01 7.8432984588019500 2020-07-01 8.0552715290021900 2020-08-01 8.0809906395048500 2020-09-01 8.1412581673003220 2020-10-01 8.1497246798103000 2020-11-01 8.1946662570165800 2020-12-01 8.1798271372048600 2021-01-01 8.1917024111493600 2021-02-01 8.2101881621875100 2021-03-01 8.2438234004834900 2021-04-01 8.5406402830569400 2021-05-01 8.5693267431936800 2021-06-01 8.6382356351725700 2021-07-01 8.6510635571354200 2021-08-01 8.6778905270447000 2021-09-01 8.6469551224201300 2021-10-01 8.5504685277249800 2021-11-01 8.5904208100291500 2021-12-01 8.4864977154806790 2022-01-01 8.6981262184740300 2022-02-01 8.7237415189947200 2022-03-01 8.6478252752040990 2022-04-01 8.7284777511043100 2022-05-01 8.7638689255889000 2022-06-01 8.7311023887328610 2022-07-01 8.7453629380112510 2022-08-01 8.7726503490816200 2022-09-01 8.7490137252427300 2022-10-01 8.9563413809014600 2022-11-01 8.9924176051204390 2022-12-01 8.9914560075345100 2023-01-01 9.0034997287014810 2023-02-01 9.0305748610717310 2023-03-01 9.1515052037931000 2023-04-01 9.1182172585845600