Table Data - All Employees: Professional and Business Services: Professional, Scientific, and Technical Services in Dallas-Fort Worth-Arlington, TX (MSA)
| Title | All Employees: Professional and Business Services: Professional, Scientific, and Technical Services in Dallas-Fort Worth-Arlington, TX (MSA) |
|---|---|
| Series ID | SMU48191006054000001SA |
| 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 2025-05-01 |
| Last Updated | 2025-06-25 3:33 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. More information on X-13ARIMA-SEATS can be found here. 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. 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 | 88.71761788437500 |
| 1990-02-01 | 89.28038830062408 |
| 1990-03-01 | 89.38353678808960 |
| 1990-04-01 | 89.78195203909608 |
| 1990-05-01 | 90.16910831890391 |
| 1990-06-01 | 91.27917183578761 |
| 1990-07-01 | 91.51916849757592 |
| 1990-08-01 | 91.96207315940251 |
| 1990-09-01 | 92.12489167771980 |
| 1990-10-01 | 92.05682529164320 |
| 1990-11-01 | 92.38818515292841 |
| 1990-12-01 | 92.16998010407690 |
| 1991-01-01 | 91.20144588717791 |
| 1991-02-01 | 91.41119367292360 |
| 1991-03-01 | 91.10363765824900 |
| 1991-04-01 | 89.94967138217359 |
| 1991-05-01 | 90.51821218948170 |
| 1991-06-01 | 91.08383449735778 |
| 1991-07-01 | 91.05633915165390 |
| 1991-08-01 | 91.36313074480470 |
| 1991-09-01 | 91.16955808570690 |
| 1991-10-01 | 91.38222034915009 |
| 1991-11-01 | 91.30970515957360 |
| 1991-12-01 | 91.37068553104972 |
| 1992-01-01 | 91.85757513095359 |
| 1992-02-01 | 91.89107280110979 |
| 1992-03-01 | 92.20901884872342 |
| 1992-04-01 | 92.29739090968529 |
| 1992-05-01 | 92.23548408172340 |
| 1992-06-01 | 91.89598298861559 |
| 1992-07-01 | 92.52434812813141 |
| 1992-08-01 | 92.06081375148099 |
| 1992-09-01 | 92.22898551545030 |
| 1992-10-01 | 94.01649669801510 |
| 1992-11-01 | 93.71991851535730 |
| 1992-12-01 | 93.64461755844151 |
| 1993-01-01 | 95.84258789791491 |
| 1993-02-01 | 96.38709845160070 |
| 1993-03-01 | 96.02945016507990 |
| 1993-04-01 | 97.87814705599051 |
| 1993-05-01 | 98.92846492492501 |
| 1993-06-01 | 98.79368039295650 |
| 1993-07-01 | 99.32119030407921 |
| 1993-08-01 | 99.80946097010971 |
| 1993-09-01 | 101.48233479468400 |
| 1993-10-01 | 101.07040992345600 |
| 1993-11-01 | 100.89787680979201 |
| 1993-12-01 | 100.83945204746401 |
| 1994-01-01 | 101.14396854351601 |
| 1994-02-01 | 100.99805570409500 |
| 1994-03-01 | 101.23603340252100 |
| 1994-04-01 | 102.52716212050600 |
| 1994-05-01 | 102.30519162743099 |
| 1994-06-01 | 103.06929369616300 |
| 1994-07-01 | 105.98105633081400 |
| 1994-08-01 | 106.34454049122700 |
| 1994-09-01 | 106.75294575352600 |
| 1994-10-01 | 106.31258309151300 |
| 1994-11-01 | 106.76856919660200 |
| 1994-12-01 | 106.47754259017401 |
| 1995-01-01 | 107.98610229607999 |
| 1995-02-01 | 109.99998718242901 |
| 1995-03-01 | 109.15401983025801 |
| 1995-04-01 | 108.11243669071000 |
| 1995-05-01 | 109.16104508988100 |
| 1995-06-01 | 110.11030342432400 |
| 1995-07-01 | 110.70899784529101 |
| 1995-08-01 | 111.93861545385401 |
| 1995-09-01 | 112.29329566315901 |
| 1995-10-01 | 113.17307002384700 |
| 1995-11-01 | 114.58024247880600 |
| 1995-12-01 | 115.06705108819700 |
| 1996-01-01 | 115.51018088490600 |
| 1996-02-01 | 116.96045711619200 |
| 1996-03-01 | 117.93325746279000 |
| 1996-04-01 | 120.30825289644899 |
| 1996-05-01 | 121.24013224480100 |
| 1996-06-01 | 121.45819418237700 |
| 1996-07-01 | 121.71882156130100 |
| 1996-08-01 | 122.47020103153000 |
| 1996-09-01 | 123.77803045876101 |
| 1996-10-01 | 125.80766574473700 |
| 1996-11-01 | 127.24393564965600 |
| 1996-12-01 | 128.12285729447000 |
| 1997-01-01 | 129.04657853613500 |
| 1997-02-01 | 129.68814271824400 |
| 1997-03-01 | 131.33563960270900 |
| 1997-04-01 | 132.19747206040600 |
| 1997-05-01 | 133.77923245176000 |
| 1997-06-01 | 136.14463292861600 |
| 1997-07-01 | 135.22744518136600 |
| 1997-08-01 | 136.80171104550502 |
| 1997-09-01 | 138.40594305483400 |
| 1997-10-01 | 138.93933879602400 |
| 1997-11-01 | 139.80581988394000 |
| 1997-12-01 | 141.07868949749300 |
| 1998-01-01 | 140.85251300075500 |
| 1998-02-01 | 141.51696730169598 |
| 1998-03-01 | 142.09024728901300 |
| 1998-04-01 | 141.52565185142998 |
| 1998-05-01 | 142.86638346248301 |
| 1998-06-01 | 143.78520873277300 |
| 1998-07-01 | 144.91040170123100 |
| 1998-08-01 | 145.70119318879600 |
| 1998-09-01 | 147.00918655216900 |
| 1998-10-01 | 146.48366127844000 |
| 1998-11-01 | 146.80871036083900 |
| 1998-12-01 | 148.14549420402400 |
| 1999-01-01 | 150.58271911123600 |
| 1999-02-01 | 151.74817713075900 |
| 1999-03-01 | 152.90530799292400 |
| 1999-04-01 | 150.73167186995700 |
| 1999-05-01 | 150.95095441307100 |
| 1999-06-01 | 151.96595777027300 |
| 1999-07-01 | 154.57560284332900 |
| 1999-08-01 | 155.15645797152200 |
| 1999-09-01 | 155.85646743764900 |
| 1999-10-01 | 157.31908612939100 |
| 1999-11-01 | 157.72619599532800 |
| 1999-12-01 | 158.60143745900400 |
| 2000-01-01 | 157.86188125644700 |
| 2000-02-01 | 158.85155741723600 |
| 2000-03-01 | 159.85567902156700 |
| 2000-04-01 | 161.63178810636300 |
| 2000-05-01 | 163.34520446174400 |
| 2000-06-01 | 166.72797336024300 |
| 2000-07-01 | 166.97462341893100 |
| 2000-08-01 | 167.89136400311500 |
| 2000-09-01 | 169.40817797410800 |
| 2000-10-01 | 169.97754917544600 |
| 2000-11-01 | 170.69884707457300 |
| 2000-12-01 | 171.14957587923100 |
| 2001-01-01 | 171.93519545509997 |
| 2001-02-01 | 172.68269568322498 |
| 2001-03-01 | 172.38221419105100 |
| 2001-04-01 | 170.85615928879700 |
| 2001-05-01 | 169.74823306754700 |
| 2001-06-01 | 169.16555248066402 |
| 2001-07-01 | 167.30935062194800 |
| 2001-08-01 | 166.38746327527400 |
| 2001-09-01 | 164.62738102064400 |
| 2001-10-01 | 163.10046559767798 |
| 2001-11-01 | 161.95213728778100 |
| 2001-12-01 | 159.65187145893700 |
| 2002-01-01 | 160.19864719885900 |
| 2002-02-01 | 159.06263311160998 |
| 2002-03-01 | 158.33471080108000 |
| 2002-04-01 | 156.44873554998300 |
| 2002-05-01 | 156.98334336484500 |
| 2002-06-01 | 156.10055998101998 |
| 2002-07-01 | 155.94632587045200 |
| 2002-08-01 | 155.40741208468398 |
| 2002-09-01 | 155.33761442321200 |
| 2002-10-01 | 153.99573002365700 |
| 2002-11-01 | 153.69385886343701 |
| 2002-12-01 | 152.84409481453600 |
| 2003-01-01 | 153.28314261240700 |
| 2003-02-01 | 152.74584124273500 |
| 2003-03-01 | 152.19425180047500 |
| 2003-04-01 | 152.87483495333998 |
| 2003-05-01 | 152.78170777961100 |
| 2003-06-01 | 152.34588233243798 |
| 2003-07-01 | 151.84558341294500 |
| 2003-08-01 | 152.48559821782400 |
| 2003-09-01 | 152.59287760924700 |
| 2003-10-01 | 153.56478361322002 |
| 2003-11-01 | 154.52507248243500 |
| 2003-12-01 | 155.54428948161100 |
| 2004-01-01 | 155.80803103452600 |
| 2004-02-01 | 156.43431710856700 |
| 2004-03-01 | 157.00716277924400 |
| 2004-04-01 | 157.66047304159200 |
| 2004-05-01 | 157.68265101810800 |
| 2004-06-01 | 158.21322401280400 |
| 2004-07-01 | 159.06378299779500 |
| 2004-08-01 | 159.36143058449600 |
| 2004-09-01 | 159.51673993240500 |
| 2004-10-01 | 161.69271920707400 |
| 2004-11-01 | 162.22809212032200 |
| 2004-12-01 | 163.01615813137101 |
| 2005-01-01 | 165.06740300312000 |
| 2005-02-01 | 165.59449450457400 |
| 2005-03-01 | 166.05778876517900 |
| 2005-04-01 | 167.05045762892200 |
| 2005-05-01 | 166.70279320952900 |
| 2005-06-01 | 167.53244859499800 |
| 2005-07-01 | 168.59194117628200 |
| 2005-08-01 | 168.43281131694300 |
| 2005-09-01 | 169.23236513622498 |
| 2005-10-01 | 170.83511147540100 |
| 2005-11-01 | 172.38417647760102 |
| 2005-12-01 | 172.55628001024502 |
| 2006-01-01 | 170.72026612243098 |
| 2006-02-01 | 171.29776423985400 |
| 2006-03-01 | 172.96657567661900 |
| 2006-04-01 | 173.53794225761501 |
| 2006-05-01 | 175.28083332744498 |
| 2006-06-01 | 176.54582488582400 |
| 2006-07-01 | 177.37046441624200 |
| 2006-08-01 | 179.23383805768300 |
| 2006-09-01 | 180.29506560120900 |
| 2006-10-01 | 180.52627785049200 |
| 2006-11-01 | 182.00691536176400 |
| 2006-12-01 | 183.03948703173500 |
| 2007-01-01 | 182.79750845097400 |
| 2007-02-01 | 184.78739688633400 |
| 2007-03-01 | 185.41532006801998 |
| 2007-04-01 | 186.46153962729300 |
| 2007-05-01 | 187.47382700436600 |
| 2007-06-01 | 188.71472418465802 |
| 2007-07-01 | 189.95342335509102 |
| 2007-08-01 | 191.50686559421501 |
| 2007-09-01 | 191.73202739052200 |
| 2007-10-01 | 192.74498128179600 |
| 2007-11-01 | 193.71533634095903 |
| 2007-12-01 | 194.83937566678700 |
| 2008-01-01 | 195.84177129651200 |
| 2008-02-01 | 197.08312027311100 |
| 2008-03-01 | 196.66970212403098 |
| 2008-04-01 | 197.98261162862100 |
| 2008-05-01 | 198.48530834250198 |
| 2008-06-01 | 198.33976088204300 |
| 2008-07-01 | 198.50430119213797 |
| 2008-08-01 | 197.98807163060100 |
| 2008-09-01 | 197.32939812733102 |
| 2008-10-01 | 197.21529123535998 |
| 2008-11-01 | 195.53027244255100 |
| 2008-12-01 | 194.65289605626000 |
| 2009-01-01 | 193.84178771650298 |
| 2009-02-01 | 192.39773775016800 |
| 2009-03-01 | 191.00399461032100 |
| 2009-04-01 | 190.29435949786400 |
| 2009-05-01 | 189.79165149195597 |
| 2009-06-01 | 189.12759668492600 |
| 2009-07-01 | 188.06578383989600 |
| 2009-08-01 | 187.46906396793000 |
| 2009-09-01 | 187.82150648380600 |
| 2009-10-01 | 187.84934134658500 |
| 2009-11-01 | 189.00199701947000 |
| 2009-12-01 | 188.51627070826902 |
| 2010-01-01 | 188.50508499603401 |
| 2010-02-01 | 188.90201902309101 |
| 2010-03-01 | 189.24019436926500 |
| 2010-04-01 | 189.16944024421900 |
| 2010-05-01 | 189.50041329379502 |
| 2010-06-01 | 189.85720108315200 |
| 2010-07-01 | 190.26743512830000 |
| 2010-08-01 | 190.73461356219502 |
| 2010-09-01 | 191.54870803070900 |
| 2010-10-01 | 191.51909837782500 |
| 2010-11-01 | 192.19059059779500 |
| 2010-12-01 | 192.70040920965000 |
| 2011-01-01 | 193.45162050437700 |
| 2011-02-01 | 193.86104240242900 |
| 2011-03-01 | 194.95114475148800 |
| 2011-04-01 | 195.81965226057200 |
| 2011-05-01 | 195.65472845905600 |
| 2011-06-01 | 196.00245704439900 |
| 2011-07-01 | 197.09145138182097 |
| 2011-08-01 | 197.35464655971100 |
| 2011-09-01 | 199.13228048837700 |
| 2011-10-01 | 198.37434067928300 |
| 2011-11-01 | 199.26341136940900 |
| 2011-12-01 | 200.58862256882900 |
| 2012-01-01 | 200.47941828233400 |
| 2012-02-01 | 202.77940163071300 |
| 2012-03-01 | 203.91696709630100 |
| 2012-04-01 | 204.64337666126400 |
| 2012-05-01 | 205.98057408634998 |
| 2012-06-01 | 206.67404863586600 |
| 2012-07-01 | 207.25097646532000 |
| 2012-08-01 | 208.44794077595400 |
| 2012-09-01 | 208.37054217874697 |
| 2012-10-01 | 209.50441889776297 |
| 2012-11-01 | 209.83200172653198 |
| 2012-12-01 | 209.80579363538700 |
| 2013-01-01 | 209.50810258213502 |
| 2013-02-01 | 209.42973672844798 |
| 2013-03-01 | 209.70905032471902 |
| 2013-04-01 | 211.06643046687200 |
| 2013-05-01 | 210.77822643388200 |
| 2013-06-01 | 211.73181011552500 |
| 2013-07-01 | 211.46506587003300 |
| 2013-08-01 | 212.11759357125703 |
| 2013-09-01 | 212.63435234274400 |
| 2013-10-01 | 213.87081043768200 |
| 2013-11-01 | 214.92033060330100 |
| 2013-12-01 | 215.35120412610900 |
| 2014-01-01 | 216.73376116494498 |
| 2014-02-01 | 217.86120526981603 |
| 2014-03-01 | 219.15114622544200 |
| 2014-04-01 | 220.64315344255002 |
| 2014-05-01 | 221.74036025410498 |
| 2014-06-01 | 222.70984845289001 |
| 2014-07-01 | 223.88765740275600 |
| 2014-08-01 | 225.23153008978298 |
| 2014-09-01 | 226.47420729544600 |
| 2014-10-01 | 227.44415557518698 |
| 2014-11-01 | 228.48681205063800 |
| 2014-12-01 | 229.32571819433000 |
| 2015-01-01 | 232.18654061865600 |
| 2015-02-01 | 233.36725532371102 |
| 2015-03-01 | 234.22331331505500 |
| 2015-04-01 | 235.58857296772200 |
| 2015-05-01 | 236.34334399173500 |
| 2015-06-01 | 237.55020593499700 |
| 2015-07-01 | 239.21941155676600 |
| 2015-08-01 | 239.81519604325500 |
| 2015-09-01 | 240.76046125857800 |
| 2015-10-01 | 241.44711730297600 |
| 2015-11-01 | 242.26810025658700 |
| 2015-12-01 | 243.03367580175498 |
| 2016-01-01 | 247.17778150283002 |
| 2016-02-01 | 247.86953607578602 |
| 2016-03-01 | 249.08045948549702 |
| 2016-04-01 | 249.03733978267700 |
| 2016-05-01 | 250.18034191536400 |
| 2016-06-01 | 251.15576876816600 |
| 2016-07-01 | 252.10756671754200 |
| 2016-08-01 | 252.56725318962300 |
| 2016-09-01 | 253.76416529173800 |
| 2016-10-01 | 253.47584322727600 |
| 2016-11-01 | 253.46780790812400 |
| 2016-12-01 | 253.90601534191300 |
| 2017-01-01 | 254.50021351986000 |
| 2017-02-01 | 255.14181608020800 |
| 2017-03-01 | 256.13455192473800 |
| 2017-04-01 | 256.41479935272497 |
| 2017-05-01 | 257.43342398347403 |
| 2017-06-01 | 258.09343542250100 |
| 2017-07-01 | 257.91955856357400 |
| 2017-08-01 | 258.68319656016496 |
| 2017-09-01 | 259.67620936788700 |
| 2017-10-01 | 261.21017269902000 |
| 2017-11-01 | 262.15503857255100 |
| 2017-12-01 | 262.11568350342800 |
| 2018-01-01 | 262.39416471465400 |
| 2018-02-01 | 263.49601267961200 |
| 2018-03-01 | 264.99502624691297 |
| 2018-04-01 | 265.31315957957804 |
| 2018-05-01 | 267.99369360026900 |
| 2018-06-01 | 269.78655071077300 |
| 2018-07-01 | 270.88942386523800 |
| 2018-08-01 | 272.60456010919500 |
| 2018-09-01 | 273.42462563441603 |
| 2018-10-01 | 274.57847425271900 |
| 2018-11-01 | 276.27519163536203 |
| 2018-12-01 | 277.59719658805900 |
| 2019-01-01 | 277.72007330334700 |
| 2019-02-01 | 279.14747588323900 |
| 2019-03-01 | 280.59379370825500 |
| 2019-04-01 | 282.04183538369900 |
| 2019-05-01 | 283.35863354872100 |
| 2019-06-01 | 285.27777693678800 |
| 2019-07-01 | 287.39780950514500 |
| 2019-08-01 | 289.32841600068300 |
| 2019-09-01 | 290.40993425107300 |
| 2019-10-01 | 292.78163609131700 |
| 2019-11-01 | 294.06017547807900 |
| 2019-12-01 | 294.26410611346500 |
| 2020-01-01 | 297.27861243600400 |
| 2020-02-01 | 298.66245099197600 |
| 2020-03-01 | 298.83971005005800 |
| 2020-04-01 | 287.55003932872400 |
| 2020-05-01 | 288.34297869070200 |
| 2020-06-01 | 288.42791531781900 |
| 2020-07-01 | 288.99638887315800 |
| 2020-08-01 | 289.56862857945600 |
| 2020-09-01 | 291.48592811974703 |
| 2020-10-01 | 291.89904996009300 |
| 2020-11-01 | 293.98285770870800 |
| 2020-12-01 | 296.82923658904900 |
| 2021-01-01 | 299.59153606095200 |
| 2021-02-01 | 302.17961491164900 |
| 2021-03-01 | 306.00419102456100 |
| 2021-04-01 | 309.69283404272096 |
| 2021-05-01 | 312.90126876574800 |
| 2021-06-01 | 316.73192583154800 |
| 2021-07-01 | 320.54212671813303 |
| 2021-08-01 | 323.36967237658400 |
| 2021-09-01 | 328.20269531491100 |
| 2021-10-01 | 332.70406321012297 |
| 2021-11-01 | 336.64001659616200 |
| 2021-12-01 | 340.06487730464200 |
| 2022-01-01 | 341.85836658419200 |
| 2022-02-01 | 346.85824237575700 |
| 2022-03-01 | 350.85829917343300 |
| 2022-04-01 | 355.76615239398500 |
| 2022-05-01 | 359.73070049624200 |
| 2022-06-01 | 361.95668227360000 |
| 2022-07-01 | 369.88131384168300 |
| 2022-08-01 | 373.29598850656504 |
| 2022-09-01 | 375.36059906061800 |
| 2022-10-01 | 378.89212193330300 |
| 2022-11-01 | 380.38950322865304 |
| 2022-12-01 | 378.43194854684400 |
| 2023-01-01 | 383.82842098699996 |
| 2023-02-01 | 385.40727333171400 |
| 2023-03-01 | 386.02356589351600 |
| 2023-04-01 | 386.16377018308100 |
| 2023-05-01 | 387.08194663376700 |
| 2023-06-01 | 386.59873064205800 |
| 2023-07-01 | 385.67302167997900 |
| 2023-08-01 | 385.25932873754897 |
| 2023-09-01 | 384.85058273375097 |
| 2023-10-01 | 384.12087335888900 |
| 2023-11-01 | 384.01073309593005 |
| 2023-12-01 | 380.55995806642200 |
| 2024-01-01 | 383.49276505057300 |
| 2024-02-01 | 384.15898385719004 |
| 2024-03-01 | 382.37185980410300 |
| 2024-04-01 | 383.66734413859100 |
| 2024-05-01 | 384.61383233592400 |
| 2024-06-01 | 383.77219912631205 |
| 2024-07-01 | 385.56102820431600 |
| 2024-08-01 | 386.25585322777397 |
| 2024-09-01 | 385.12593697629603 |
| 2024-10-01 | 384.98110655638900 |
| 2024-11-01 | 385.13624294016097 |
| 2024-12-01 | 388.18873755407100 |
| 2025-01-01 | 385.45392692294195 |
| 2025-02-01 | 384.54770521183997 |
| 2025-03-01 | 385.77825481198700 |
| 2025-04-01 | 384.03650204540395 |
| 2025-05-01 | 382.72185932240603 |