Title: All Employees: Mining, Logging, and Construction in Dallas-Fort Worth-Arlington, TX (MSA) Series ID: DALL148NRMN 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 2024-03-01 Last Updated: 2024-04-20 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/DALL148NRMNN). 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 96.23375719322028 1990-02-01 95.10930113206150 1990-03-01 93.44219639985970 1990-04-01 92.64530189324681 1990-05-01 93.03667735144840 1990-06-01 93.73469961169570 1990-07-01 92.12865727781471 1990-08-01 93.87040576176940 1990-09-01 94.73872903352400 1990-10-01 94.37311164081841 1990-11-01 95.23518731123129 1990-12-01 95.82252965178620 1991-01-01 93.73338170779449 1991-02-01 94.92805009835720 1991-03-01 94.75854784695471 1991-04-01 94.23300943571180 1991-05-01 94.17799973029841 1991-06-01 93.72904878006270 1991-07-01 94.16011661743910 1991-08-01 93.57094536209391 1991-09-01 93.31424217036390 1991-10-01 92.71592221470790 1991-11-01 92.76227853229410 1991-12-01 92.62884753196809 1992-01-01 92.98001670566241 1992-02-01 93.48562215527159 1992-03-01 94.35301153435259 1992-04-01 95.40085538578440 1992-05-01 95.13533106184450 1992-06-01 93.72223293218211 1992-07-01 95.41795805145310 1992-08-01 95.55683427390780 1992-09-01 94.88196202184521 1992-10-01 95.30781485634850 1992-11-01 94.79108187803499 1992-12-01 95.69098013383541 1993-01-01 96.75453022938780 1993-02-01 96.73908830079750 1993-03-01 97.07256470455280 1993-04-01 96.45655635687339 1993-05-01 97.53403296909230 1993-06-01 98.34771267789910 1993-07-01 99.10198599643980 1993-08-01 99.83673937339430 1993-09-01 100.03778179863501 1993-10-01 102.55729746908001 1993-11-01 103.27997661882999 1993-12-01 104.26282425361400 1994-01-01 102.96025511928300 1994-02-01 102.05882951594101 1994-03-01 103.22458043563499 1994-04-01 104.70986943173200 1994-05-01 104.54790097452101 1994-06-01 105.52251989690201 1994-07-01 105.27600521446300 1994-08-01 107.08740427102200 1994-09-01 108.08854891584801 1994-10-01 108.35434161879299 1994-11-01 109.22031421907200 1994-12-01 110.75667687973900 1995-01-01 110.03705949655199 1995-02-01 110.66217951843201 1995-03-01 111.40189502470301 1995-04-01 111.94611943229700 1995-05-01 112.38080050472401 1995-06-01 113.14006314346001 1995-07-01 113.70398831137301 1995-08-01 114.89513017754900 1995-09-01 116.21420175311200 1995-10-01 117.16865771866500 1995-11-01 118.16961640099301 1995-12-01 119.32342895535400 1996-01-01 120.87989594951799 1996-02-01 121.78154092468999 1996-03-01 122.38391709282200 1996-04-01 123.30677316099300 1996-05-01 124.49903916924700 1996-06-01 124.94823279119801 1996-07-01 125.03989991840900 1996-08-01 125.15853348298000 1996-09-01 124.54508668741501 1996-10-01 127.00290181611800 1996-11-01 128.58959474490100 1996-12-01 129.84840513281800 1997-01-01 130.84406924563300 1997-02-01 132.11017482175900 1997-03-01 133.56773403916800 1997-04-01 133.33380946581200 1997-05-01 134.66599311311200 1997-06-01 134.00671250342900 1997-07-01 136.06739618749398 1997-08-01 137.29415351186500 1997-09-01 137.48761035832600 1997-10-01 137.97533772342600 1997-11-01 138.28126517024500 1997-12-01 138.99490672239100 1998-01-01 139.53577103316700 1998-02-01 140.85984148377800 1998-03-01 142.01367161558300 1998-04-01 144.02992456110500 1998-05-01 145.08194670852900 1998-06-01 144.44500690079800 1998-07-01 147.08700081201098 1998-08-01 148.30208053615000 1998-09-01 149.30834012800000 1998-10-01 150.64334083167200 1998-11-01 151.23361843799200 1998-12-01 152.34775212094400 1999-01-01 151.26421252545998 1999-02-01 153.14910596719200 1999-03-01 154.13492824440300 1999-04-01 155.99459115642400 1999-05-01 154.76522028685199 1999-06-01 155.28721306958800 1999-07-01 156.20905184800000 1999-08-01 156.93827337667202 1999-09-01 158.22076130207302 1999-10-01 159.93848050249800 1999-11-01 160.99956860358100 1999-12-01 161.73923402748900 2000-01-01 163.08389956361400 2000-02-01 164.87279039221700 2000-03-01 167.28402534059300 2000-04-01 166.37123906866400 2000-05-01 167.15932911618600 2000-06-01 169.25192810707600 2000-07-01 170.49301204191602 2000-08-01 170.89695512262200 2000-09-01 171.46029062242800 2000-10-01 171.29761507876400 2000-11-01 171.36236383567100 2000-12-01 172.29370318618302 2001-01-01 173.27678445798801 2001-02-01 173.48710968688700 2001-03-01 173.79666139656600 2001-04-01 173.49849769334000 2001-05-01 173.80151701510000 2001-06-01 173.52830074768102 2001-07-01 171.41027628854200 2001-08-01 172.53298692810500 2001-09-01 170.25201022913902 2001-10-01 168.41218507108900 2001-11-01 167.56584411432200 2001-12-01 166.77848531738100 2002-01-01 165.76113051031800 2002-02-01 165.06498504733500 2002-03-01 164.73043256353600 2002-04-01 163.86528853149798 2002-05-01 163.53000805418700 2002-06-01 163.26911606110500 2002-07-01 162.23247497264800 2002-08-01 162.85606402241400 2002-09-01 160.58832007491100 2002-10-01 158.93198925493800 2002-11-01 159.71180201634100 2002-12-01 158.56815525848802 2003-01-01 157.26175086547700 2003-02-01 156.36871295709500 2003-03-01 154.71166631172100 2003-04-01 155.11981043795200 2003-05-01 155.40824241251500 2003-06-01 154.63833535247200 2003-07-01 155.73942800653500 2003-08-01 156.35001112431800 2003-09-01 155.95607816941600 2003-10-01 156.49749960454500 2003-11-01 156.88390936861800 2003-12-01 157.00859240295900 2004-01-01 157.94627280961300 2004-02-01 157.26598411173800 2004-03-01 157.62044681560500 2004-04-01 158.48370913360900 2004-05-01 157.95075273014600 2004-06-01 156.93750132840000 2004-07-01 159.23054827783500 2004-08-01 159.85040769395200 2004-09-01 160.03407088361098 2004-10-01 160.62977771490000 2004-11-01 160.56335009572600 2004-12-01 161.19360193256398 2005-01-01 163.23261792326900 2005-02-01 163.66677176343000 2005-03-01 164.00388141766400 2005-04-01 166.45897260295900 2005-05-01 166.98332096850300 2005-06-01 167.56748882886100 2005-07-01 168.97152008974400 2005-08-01 169.57216925354600 2005-09-01 170.77357368629100 2005-10-01 172.04250883903703 2005-11-01 172.16144336828800 2005-12-01 173.02607294331298 2006-01-01 173.56779825681400 2006-02-01 174.43280100180002 2006-03-01 175.52258635804000 2006-04-01 175.50415941190000 2006-05-01 177.60720410500900 2006-06-01 178.98483699051400 2006-07-01 177.41175035995000 2006-08-01 179.53127959098000 2006-09-01 181.47750844058600 2006-10-01 182.29931170780700 2006-11-01 184.40936019142399 2006-12-01 186.09807538367400 2007-01-01 186.23496827393400 2007-02-01 188.04855980737900 2007-03-01 190.28514142958900 2007-04-01 190.29557061574297 2007-05-01 190.37861323674198 2007-06-01 191.97876744222600 2007-07-01 190.07514114630100 2007-08-01 193.32161965077998 2007-09-01 194.98931120109800 2007-10-01 195.97306455636100 2007-11-01 198.01929666558600 2007-12-01 198.32586887668302 2008-01-01 199.38041116858898 2008-02-01 201.96840470362702 2008-03-01 202.40060096305302 2008-04-01 201.57045212081601 2008-05-01 202.02091560774300 2008-06-01 201.65228597399100 2008-07-01 199.88034861891600 2008-08-01 200.49210023390702 2008-09-01 199.82108150530400 2008-10-01 199.01170798991200 2008-11-01 195.99934982077800 2008-12-01 193.77276299389900 2009-01-01 189.81627015407700 2009-02-01 186.15637955015202 2009-03-01 182.08917160792402 2009-04-01 178.17236712838698 2009-05-01 175.33424649369200 2009-06-01 172.55624491000302 2009-07-01 169.92636284248200 2009-08-01 167.81735045593902 2009-09-01 164.59830404549200 2009-10-01 161.03155273653400 2009-11-01 160.22787880678500 2009-12-01 159.63090768372700 2010-01-01 160.15617160117300 2010-02-01 157.58016259239300 2010-03-01 158.83824153597402 2010-04-01 160.00615906460501 2010-05-01 159.78712036963898 2010-06-01 159.87114891920800 2010-07-01 160.33020990167200 2010-08-01 160.56165501896900 2010-09-01 160.57238004899202 2010-10-01 161.44124985502100 2010-11-01 161.06238913222300 2010-12-01 161.21348902104300 2011-01-01 160.89835476933598 2011-02-01 160.75017142511600 2011-03-01 161.57660596532400 2011-04-01 162.31800419994800 2011-05-01 161.92324438110500 2011-06-01 162.73065700788100 2011-07-01 164.01220782495500 2011-08-01 164.54087656239500 2011-09-01 164.92089234218400 2011-10-01 164.92207725161302 2011-11-01 165.73858302047000 2011-12-01 166.62587288597300 2012-01-01 168.19098919495002 2012-02-01 169.33591786476200 2012-03-01 169.96330653303500 2012-04-01 170.51378690929100 2012-05-01 172.17293506037300 2012-06-01 173.34298224638600 2012-07-01 172.52031857683997 2012-08-01 173.48039493230598 2012-09-01 174.21881884406300 2012-10-01 175.37941987955898 2012-11-01 176.79338770357300 2012-12-01 177.18961747625100 2013-01-01 176.72444947153800 2013-02-01 177.96123717942402 2013-03-01 179.29307862818200 2013-04-01 179.14291268027200 2013-05-01 180.11139473451598 2013-06-01 181.12323657130798 2013-07-01 182.43275577960497 2013-08-01 183.98479457151500 2013-09-01 185.04909780584900 2013-10-01 184.32103498485500 2013-11-01 185.37004317574298 2013-12-01 184.47549303043900 2014-01-01 187.40712011050599 2014-02-01 187.62971757714502 2014-03-01 188.83440564630600 2014-04-01 191.22823711821500 2014-05-01 192.87139876650200 2014-06-01 193.40785705437800 2014-07-01 194.33560011496400 2014-08-01 195.09472225799598 2014-09-01 196.44657221259700 2014-10-01 198.26869244894600 2014-11-01 199.30577552995400 2014-12-01 200.46370175115600 2015-01-01 200.54787505326303 2015-02-01 200.14111075447700 2015-03-01 197.68277246962600 2015-04-01 198.75873798313202 2015-05-01 198.10273926467800 2015-06-01 198.60067218272500 2015-07-01 199.15322713254900 2015-08-01 198.99372066482800 2015-09-01 198.56238144157902 2015-10-01 200.09704229482800 2015-11-01 199.78186882861698 2015-12-01 199.97679816969200 2016-01-01 201.30049146142400 2016-02-01 202.24061039677397 2016-03-01 201.08169301016400 2016-04-01 204.47774498638000 2016-05-01 202.99901754805000 2016-06-01 202.83354493571000 2016-07-01 203.80297798348100 2016-08-01 204.71284663502300 2016-09-01 206.08824322045300 2016-10-01 205.96068615115200 2016-11-01 206.23085738882100 2016-12-01 207.12922161815100 2017-01-01 208.42375516517500 2017-02-01 210.09156508604900 2017-03-01 211.48668372620602 2017-04-01 211.68480745943600 2017-05-01 212.38739899760103 2017-06-01 213.67646837527800 2017-07-01 213.42534053093000 2017-08-01 213.40234674129700 2017-09-01 214.27205119246602 2017-10-01 214.93771379801300 2017-11-01 215.84524048773800 2017-12-01 216.32479106067000 2018-01-01 214.92312364934799 2018-02-01 215.90294288461700 2018-03-01 216.84148968611802 2018-04-01 217.60306564245800 2018-05-01 218.64503210310600 2018-06-01 220.02337403464500 2018-07-01 220.34866229443298 2018-08-01 221.39005814135600 2018-09-01 221.20794327722302 2018-10-01 220.23841997615102 2018-11-01 221.95852879418200 2018-12-01 222.96017537818500 2019-01-01 223.55395497875801 2019-02-01 223.87077673152600 2019-03-01 224.14336538939800 2019-04-01 224.87849580343400 2019-05-01 225.46071707962398 2019-06-01 226.41352238697000 2019-07-01 227.31755470751100 2019-08-01 227.65368855711600 2019-09-01 227.43760715971803 2019-10-01 227.74238835818298 2019-11-01 228.20353955726800 2019-12-01 227.43244391115897 2020-01-01 227.74026072674098 2020-02-01 227.53519346982202 2020-03-01 226.73474339729000 2020-04-01 217.49496028986800 2020-05-01 218.54763240055598 2020-06-01 216.50391596632500 2020-07-01 214.35790307127300 2020-08-01 214.70304959846698 2020-09-01 214.70062686247897 2020-10-01 215.67794071352300 2020-11-01 215.16348592582100 2020-12-01 215.48790801269402 2021-01-01 215.83844547663298 2021-02-01 214.45979593872502 2021-03-01 218.36995575877300 2021-04-01 219.37080111082200 2021-05-01 218.67144135892700 2021-06-01 218.21283939662200 2021-07-01 219.62533060004100 2021-08-01 220.08644091487300 2021-09-01 219.85270733522597 2021-10-01 223.01763930484400 2021-11-01 224.47971049864800 2021-12-01 225.55687873424600 2022-01-01 225.03327323489200 2022-02-01 227.40963418261200 2022-03-01 228.68274486770000 2022-04-01 230.21110964450000 2022-05-01 230.81100231675998 2022-06-01 231.68513271781900 2022-07-01 233.43831846295500 2022-08-01 234.84372692419200 2022-09-01 236.10709978480202 2022-10-01 235.89137143501900 2022-11-01 236.04784645351100 2022-12-01 236.30822385085400 2023-01-01 239.97849599482700 2023-02-01 240.49721089027100 2023-03-01 242.45414711797100 2023-04-01 242.96667225641900 2023-05-01 244.06413544058800 2023-06-01 245.98066698791900 2023-07-01 246.51085729349202 2023-08-01 247.61063904604400 2023-09-01 249.07653327878500 2023-10-01 249.65193693878800 2023-11-01 251.61245688610902 2023-12-01 252.02649633534800 2024-01-01 250.18092366302102 2024-02-01 251.92134589747100 2024-03-01 251.13198775493500