Table Data - All Employees: Professional and Business Services in Dallas-Fort Worth-Arlington, TX (MSA)
| Title | All Employees: Professional and Business Services in Dallas-Fort Worth-Arlington, TX (MSA) |
|---|---|
| Series ID | DALL148PBSV |
| 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 2024-11-01 |
| Last Updated | 2024-12-21 6:24 AM CST |
| 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 | 199.41054671430100 |
| 1990-02-01 | 200.16445237085603 |
| 1990-03-01 | 200.59545246966300 |
| 1990-04-01 | 200.36523668692902 |
| 1990-05-01 | 200.95281085363098 |
| 1990-06-01 | 204.11559134555700 |
| 1990-07-01 | 205.56416832317902 |
| 1990-08-01 | 208.29057223884500 |
| 1990-09-01 | 209.75740637875500 |
| 1990-10-01 | 208.11059719462398 |
| 1990-11-01 | 211.43030986509103 |
| 1990-12-01 | 213.91334388420898 |
| 1991-01-01 | 210.10907065144403 |
| 1991-02-01 | 210.76876688213403 |
| 1991-03-01 | 210.57347072215500 |
| 1991-04-01 | 208.66318070233600 |
| 1991-05-01 | 209.80905096310200 |
| 1991-06-01 | 209.79635533317100 |
| 1991-07-01 | 209.27908026879200 |
| 1991-08-01 | 210.36310225561698 |
| 1991-09-01 | 209.54761126703200 |
| 1991-10-01 | 210.02646938988700 |
| 1991-11-01 | 210.57632734171798 |
| 1991-12-01 | 211.00648292313200 |
| 1992-01-01 | 213.49960624458200 |
| 1992-02-01 | 213.77262611470402 |
| 1992-03-01 | 214.62606192194400 |
| 1992-04-01 | 216.37663665363300 |
| 1992-05-01 | 217.09490204191200 |
| 1992-06-01 | 217.09603380146197 |
| 1992-07-01 | 217.76815464471198 |
| 1992-08-01 | 217.19145354036000 |
| 1992-09-01 | 218.23373441658300 |
| 1992-10-01 | 220.59083743936200 |
| 1992-11-01 | 220.93124964890202 |
| 1992-12-01 | 222.06443831144500 |
| 1993-01-01 | 222.50192772022498 |
| 1993-02-01 | 223.99207135314603 |
| 1993-03-01 | 223.34867319143800 |
| 1993-04-01 | 227.71313825259898 |
| 1993-05-01 | 229.51071584215998 |
| 1993-06-01 | 231.23525959915298 |
| 1993-07-01 | 234.57598472865800 |
| 1993-08-01 | 235.26945192912700 |
| 1993-09-01 | 238.80802419617402 |
| 1993-10-01 | 239.73915130976100 |
| 1993-11-01 | 240.23311307927798 |
| 1993-12-01 | 242.62167577611197 |
| 1994-01-01 | 244.39770169061300 |
| 1994-02-01 | 244.38022437643002 |
| 1994-03-01 | 245.15389113635500 |
| 1994-04-01 | 250.02250327772703 |
| 1994-05-01 | 248.96554945623300 |
| 1994-06-01 | 250.18028587466500 |
| 1994-07-01 | 259.06196383820600 |
| 1994-08-01 | 260.34881941827700 |
| 1994-09-01 | 261.94946847672100 |
| 1994-10-01 | 258.99621398280897 |
| 1994-11-01 | 261.16885941578600 |
| 1994-12-01 | 262.15850721961203 |
| 1995-01-01 | 261.90897612705896 |
| 1995-02-01 | 265.13384005758100 |
| 1995-03-01 | 267.20520734587797 |
| 1995-04-01 | 265.79880963636600 |
| 1995-05-01 | 267.01038274337800 |
| 1995-06-01 | 267.27441339297900 |
| 1995-07-01 | 267.03859258069000 |
| 1995-08-01 | 270.19067680217000 |
| 1995-09-01 | 271.59086312359300 |
| 1995-10-01 | 275.11445176998200 |
| 1995-11-01 | 278.68763603358500 |
| 1995-12-01 | 280.16272636634400 |
| 1996-01-01 | 282.67281490351400 |
| 1996-02-01 | 285.45505293543897 |
| 1996-03-01 | 286.84202775262900 |
| 1996-04-01 | 289.93984404825100 |
| 1996-05-01 | 292.80880548273000 |
| 1996-06-01 | 292.79044482718300 |
| 1996-07-01 | 299.93923946909400 |
| 1996-08-01 | 303.24774649490104 |
| 1996-09-01 | 304.85048185344700 |
| 1996-10-01 | 307.63548730631900 |
| 1996-11-01 | 310.98726498159400 |
| 1996-12-01 | 311.27589942685904 |
| 1997-01-01 | 311.38349048327800 |
| 1997-02-01 | 313.89950302136700 |
| 1997-03-01 | 318.12042383953496 |
| 1997-04-01 | 323.38999994671400 |
| 1997-05-01 | 325.39761426268296 |
| 1997-06-01 | 328.19534800591500 |
| 1997-07-01 | 326.36547863273700 |
| 1997-08-01 | 330.99223971918700 |
| 1997-09-01 | 335.76007488745000 |
| 1997-10-01 | 336.00077196412700 |
| 1997-11-01 | 338.42918867641700 |
| 1997-12-01 | 341.01450489275100 |
| 1998-01-01 | 344.84835363534100 |
| 1998-02-01 | 345.36480737921900 |
| 1998-03-01 | 346.41153339488200 |
| 1998-04-01 | 347.03346928975100 |
| 1998-05-01 | 348.52580766787900 |
| 1998-06-01 | 351.53913313315496 |
| 1998-07-01 | 353.62645598628100 |
| 1998-08-01 | 354.13854417104100 |
| 1998-09-01 | 355.75081619807600 |
| 1998-10-01 | 359.87031940493100 |
| 1998-11-01 | 360.34981923833000 |
| 1998-12-01 | 364.16711695842600 |
| 1999-01-01 | 367.04036764277000 |
| 1999-02-01 | 371.22394996488000 |
| 1999-03-01 | 374.08398337397006 |
| 1999-04-01 | 372.60271945543604 |
| 1999-05-01 | 371.29296642952403 |
| 1999-06-01 | 374.63264288137700 |
| 1999-07-01 | 378.38747742503600 |
| 1999-08-01 | 379.66624601517800 |
| 1999-09-01 | 381.02832566107600 |
| 1999-10-01 | 381.91585570055900 |
| 1999-11-01 | 383.31823144595600 |
| 1999-12-01 | 386.14244382215400 |
| 2000-01-01 | 390.08273804125500 |
| 2000-02-01 | 391.73370975989600 |
| 2000-03-01 | 394.56286241155505 |
| 2000-04-01 | 396.09549367537100 |
| 2000-05-01 | 398.08442077797200 |
| 2000-06-01 | 404.60265674522300 |
| 2000-07-01 | 402.98411954345300 |
| 2000-08-01 | 404.89511048848100 |
| 2000-09-01 | 409.22448183313300 |
| 2000-10-01 | 406.10344438497200 |
| 2000-11-01 | 406.32275327823400 |
| 2000-12-01 | 406.01974186050796 |
| 2001-01-01 | 403.54696702166400 |
| 2001-02-01 | 402.89914576476700 |
| 2001-03-01 | 401.44997195782200 |
| 2001-04-01 | 398.57235855426694 |
| 2001-05-01 | 397.24487733660400 |
| 2001-06-01 | 394.91942616385904 |
| 2001-07-01 | 390.32982282599096 |
| 2001-08-01 | 388.62581107989195 |
| 2001-09-01 | 385.18106256030100 |
| 2001-10-01 | 375.48025395620300 |
| 2001-11-01 | 373.60607946381600 |
| 2001-12-01 | 371.40598196159700 |
| 2002-01-01 | 371.04173935939400 |
| 2002-02-01 | 369.21602499134300 |
| 2002-03-01 | 368.78928716936400 |
| 2002-04-01 | 368.11425541438000 |
| 2002-05-01 | 369.35381073098400 |
| 2002-06-01 | 367.89353578488095 |
| 2002-07-01 | 367.29078264437500 |
| 2002-08-01 | 368.81999630839000 |
| 2002-09-01 | 368.08388481856400 |
| 2002-10-01 | 366.08510931738095 |
| 2002-11-01 | 365.95644906657400 |
| 2002-12-01 | 364.02406775385100 |
| 2003-01-01 | 363.67310999643500 |
| 2003-02-01 | 361.90082524238096 |
| 2003-03-01 | 361.62475906395696 |
| 2003-04-01 | 362.38729330846700 |
| 2003-05-01 | 363.00226732247200 |
| 2003-06-01 | 363.22723870601200 |
| 2003-07-01 | 365.26708664697900 |
| 2003-08-01 | 365.98471031586604 |
| 2003-09-01 | 367.42608527635000 |
| 2003-10-01 | 368.94567992615504 |
| 2003-11-01 | 371.04010029229795 |
| 2003-12-01 | 374.67475992538806 |
| 2004-01-01 | 375.51831455986000 |
| 2004-02-01 | 376.60113418858200 |
| 2004-03-01 | 378.21027288257596 |
| 2004-04-01 | 380.76747265268000 |
| 2004-05-01 | 381.21523247839400 |
| 2004-06-01 | 381.98784337690300 |
| 2004-07-01 | 385.20132269874495 |
| 2004-08-01 | 384.64207426489100 |
| 2004-09-01 | 383.45670107920700 |
| 2004-10-01 | 388.90733425125500 |
| 2004-11-01 | 387.64955726181400 |
| 2004-12-01 | 388.57648652532000 |
| 2005-01-01 | 389.00007637504700 |
| 2005-02-01 | 391.91480484554800 |
| 2005-03-01 | 393.17009244181700 |
| 2005-04-01 | 398.93268321351303 |
| 2005-05-01 | 398.47149798964597 |
| 2005-06-01 | 400.07520863071505 |
| 2005-07-01 | 405.09274492113195 |
| 2005-08-01 | 404.92773249066903 |
| 2005-09-01 | 408.46650856450400 |
| 2005-10-01 | 412.91403080755600 |
| 2005-11-01 | 414.56676020561800 |
| 2005-12-01 | 416.76072529115800 |
| 2006-01-01 | 419.66384653675900 |
| 2006-02-01 | 421.62655752403600 |
| 2006-03-01 | 424.69208093648695 |
| 2006-04-01 | 426.53414791633800 |
| 2006-05-01 | 428.70809100341700 |
| 2006-06-01 | 430.93441280777800 |
| 2006-07-01 | 432.15154867635200 |
| 2006-08-01 | 435.06261712209800 |
| 2006-09-01 | 438.21729539653200 |
| 2006-10-01 | 438.80772085797304 |
| 2006-11-01 | 443.16594441484000 |
| 2006-12-01 | 445.59001605396696 |
| 2007-01-01 | 447.08444477519400 |
| 2007-02-01 | 451.50070003700100 |
| 2007-03-01 | 454.80047811517700 |
| 2007-04-01 | 453.87002298144900 |
| 2007-05-01 | 454.84532217594200 |
| 2007-06-01 | 457.81159726947095 |
| 2007-07-01 | 457.13943778573304 |
| 2007-08-01 | 460.16937697913200 |
| 2007-09-01 | 461.76608427450400 |
| 2007-10-01 | 464.24570078221400 |
| 2007-11-01 | 465.75483138916496 |
| 2007-12-01 | 468.79665820421800 |
| 2008-01-01 | 469.78580743692800 |
| 2008-02-01 | 470.54023001078104 |
| 2008-03-01 | 470.69938100984400 |
| 2008-04-01 | 469.43867607689697 |
| 2008-05-01 | 471.33492311901600 |
| 2008-06-01 | 470.47082190314300 |
| 2008-07-01 | 469.01119306283897 |
| 2008-08-01 | 467.94515833024900 |
| 2008-09-01 | 464.86315017883794 |
| 2008-10-01 | 461.71446311631900 |
| 2008-11-01 | 457.06876281519600 |
| 2008-12-01 | 452.48161895535500 |
| 2009-01-01 | 446.90534900673400 |
| 2009-02-01 | 440.94778329464400 |
| 2009-03-01 | 436.67112294610604 |
| 2009-04-01 | 431.68702541116096 |
| 2009-05-01 | 431.76990730400496 |
| 2009-06-01 | 430.87693452054197 |
| 2009-07-01 | 430.74740985602796 |
| 2009-08-01 | 428.83920670068494 |
| 2009-09-01 | 426.27757283817900 |
| 2009-10-01 | 429.13905317786697 |
| 2009-11-01 | 430.54224609503100 |
| 2009-12-01 | 431.07318588508600 |
| 2010-01-01 | 432.97454797632304 |
| 2010-02-01 | 434.18192652639200 |
| 2010-03-01 | 435.76623867290300 |
| 2010-04-01 | 438.83344802916900 |
| 2010-05-01 | 439.18302950406195 |
| 2010-06-01 | 440.07786801888200 |
| 2010-07-01 | 442.46628532997100 |
| 2010-08-01 | 444.12447033333100 |
| 2010-09-01 | 446.67309772505100 |
| 2010-10-01 | 449.28575733173700 |
| 2010-11-01 | 450.21436449483600 |
| 2010-12-01 | 453.65365304718000 |
| 2011-01-01 | 456.11419866572800 |
| 2011-02-01 | 458.20306748351400 |
| 2011-03-01 | 461.14571583033700 |
| 2011-04-01 | 464.70408669973700 |
| 2011-05-01 | 463.95288067016503 |
| 2011-06-01 | 465.39404710131800 |
| 2011-07-01 | 467.48447616818000 |
| 2011-08-01 | 468.81344813110000 |
| 2011-09-01 | 472.29342139984000 |
| 2011-10-01 | 470.69670071634596 |
| 2011-11-01 | 472.22380411542100 |
| 2011-12-01 | 473.84443020593700 |
| 2012-01-01 | 476.59411192913300 |
| 2012-02-01 | 480.04452918925100 |
| 2012-03-01 | 483.23835921693700 |
| 2012-04-01 | 485.52372436379204 |
| 2012-05-01 | 488.44136234543197 |
| 2012-06-01 | 489.33995826576700 |
| 2012-07-01 | 485.34512965407896 |
| 2012-08-01 | 490.80950082719596 |
| 2012-09-01 | 490.90530158684896 |
| 2012-10-01 | 493.32036739786800 |
| 2012-11-01 | 497.17829665700600 |
| 2012-12-01 | 495.84815088569900 |
| 2013-01-01 | 494.05360789169100 |
| 2013-02-01 | 498.02379024419700 |
| 2013-03-01 | 499.87451571253500 |
| 2013-04-01 | 499.31468144192900 |
| 2013-05-01 | 502.11342038144600 |
| 2013-06-01 | 505.56815470341600 |
| 2013-07-01 | 506.66540170246600 |
| 2013-08-01 | 510.64302784994400 |
| 2013-09-01 | 514.86793179083400 |
| 2013-10-01 | 515.75663136132890 |
| 2013-11-01 | 518.98061406419700 |
| 2013-12-01 | 519.97166749080000 |
| 2014-01-01 | 520.53918951066100 |
| 2014-02-01 | 523.68036586516890 |
| 2014-03-01 | 527.41528451192100 |
| 2014-04-01 | 531.30906798755300 |
| 2014-05-01 | 533.92730096340800 |
| 2014-06-01 | 536.13355903316300 |
| 2014-07-01 | 537.61575518425300 |
| 2014-08-01 | 540.09244434616300 |
| 2014-09-01 | 541.74144824203700 |
| 2014-10-01 | 543.87597880822310 |
| 2014-11-01 | 546.06623165118900 |
| 2014-12-01 | 549.28748142672410 |
| 2015-01-01 | 552.43442558747010 |
| 2015-02-01 | 553.28290372672300 |
| 2015-03-01 | 553.71820895807200 |
| 2015-04-01 | 555.60588282634900 |
| 2015-05-01 | 556.73093674168200 |
| 2015-06-01 | 557.39070671506200 |
| 2015-07-01 | 561.41241373854200 |
| 2015-08-01 | 561.10346597119010 |
| 2015-09-01 | 560.46552678655000 |
| 2015-10-01 | 564.82660287578000 |
| 2015-11-01 | 564.44298606740900 |
| 2015-12-01 | 568.55752783427100 |
| 2016-01-01 | 571.36036562322800 |
| 2016-02-01 | 573.17179905663300 |
| 2016-03-01 | 573.19843681099200 |
| 2016-04-01 | 576.81619395936800 |
| 2016-05-01 | 577.29508173918290 |
| 2016-06-01 | 578.57306085034700 |
| 2016-07-01 | 582.26650533705490 |
| 2016-08-01 | 583.74234650619100 |
| 2016-09-01 | 586.97846928137900 |
| 2016-10-01 | 584.42619403138600 |
| 2016-11-01 | 587.06104748675500 |
| 2016-12-01 | 587.06981101422500 |
| 2017-01-01 | 588.80918090211300 |
| 2017-02-01 | 590.33165821988400 |
| 2017-03-01 | 591.27362687561210 |
| 2017-04-01 | 589.49899539389000 |
| 2017-05-01 | 591.41782145848100 |
| 2017-06-01 | 593.05748569864100 |
| 2017-07-01 | 591.27258578948190 |
| 2017-08-01 | 592.11929985841110 |
| 2017-09-01 | 596.14057133490500 |
| 2017-10-01 | 597.71008666620700 |
| 2017-11-01 | 600.28038140886700 |
| 2017-12-01 | 598.13619395668600 |
| 2018-01-01 | 602.98568067387400 |
| 2018-02-01 | 605.60694838658800 |
| 2018-03-01 | 609.20688879611000 |
| 2018-04-01 | 610.38528466781800 |
| 2018-05-01 | 613.70598030951600 |
| 2018-06-01 | 617.61801139956200 |
| 2018-07-01 | 618.39529625424300 |
| 2018-08-01 | 620.34568195533700 |
| 2018-09-01 | 620.32250252739700 |
| 2018-10-01 | 622.15245214248590 |
| 2018-11-01 | 623.55752514752200 |
| 2018-12-01 | 625.76815857531300 |
| 2019-01-01 | 626.07287078471800 |
| 2019-02-01 | 627.81687941613900 |
| 2019-03-01 | 629.31325100373600 |
| 2019-04-01 | 633.71091500469490 |
| 2019-05-01 | 635.33319612749300 |
| 2019-06-01 | 638.16801224825700 |
| 2019-07-01 | 640.28432575783300 |
| 2019-08-01 | 643.43257240891800 |
| 2019-09-01 | 644.55504410078300 |
| 2019-10-01 | 646.56581501063100 |
| 2019-11-01 | 649.67602969377800 |
| 2019-12-01 | 649.98610504873300 |
| 2020-01-01 | 653.98937830629200 |
| 2020-02-01 | 656.73834617535500 |
| 2020-03-01 | 654.93856813657410 |
| 2020-04-01 | 598.78512352149200 |
| 2020-05-01 | 603.48797880594600 |
| 2020-06-01 | 608.03974903260010 |
| 2020-07-01 | 613.87230576744000 |
| 2020-08-01 | 619.79775665199600 |
| 2020-09-01 | 620.38053948667300 |
| 2020-10-01 | 629.51135051362600 |
| 2020-11-01 | 634.44767044038100 |
| 2020-12-01 | 643.95471750162600 |
| 2021-01-01 | 652.19913825645800 |
| 2021-02-01 | 650.25662488139000 |
| 2021-03-01 | 662.26879451514200 |
| 2021-04-01 | 668.49809485781000 |
| 2021-05-01 | 675.75266854893600 |
| 2021-06-01 | 681.88868955873500 |
| 2021-07-01 | 689.93241794705000 |
| 2021-08-01 | 693.82283405693600 |
| 2021-09-01 | 704.68686383026200 |
| 2021-10-01 | 718.96587474933900 |
| 2021-11-01 | 722.98282577024510 |
| 2021-12-01 | 729.83225304856500 |
| 2022-01-01 | 736.46161738906800 |
| 2022-02-01 | 745.23216222802700 |
| 2022-03-01 | 751.19935674726390 |
| 2022-04-01 | 759.22126704613900 |
| 2022-05-01 | 763.90164333947600 |
| 2022-06-01 | 767.36712540857410 |
| 2022-07-01 | 774.05569131998000 |
| 2022-08-01 | 776.72490175950100 |
| 2022-09-01 | 779.92567217252900 |
| 2022-10-01 | 781.92937390040800 |
| 2022-11-01 | 780.97344589726900 |
| 2022-12-01 | 779.69750051386600 |
| 2023-01-01 | 784.66516383636600 |
| 2023-02-01 | 782.52445110265590 |
| 2023-03-01 | 784.18110791916100 |
| 2023-04-01 | 783.45694302168310 |
| 2023-05-01 | 781.72797573583410 |
| 2023-06-01 | 780.88705389012410 |
| 2023-07-01 | 781.30221938195210 |
| 2023-08-01 | 780.08627374894900 |
| 2023-09-01 | 778.55878117737510 |
| 2023-10-01 | 777.01753266586700 |
| 2023-11-01 | 780.43779435290490 |
| 2023-12-01 | 780.23111518236600 |
| 2024-01-01 | 773.08940741186200 |
| 2024-02-01 | 781.01915360627700 |
| 2024-03-01 | 776.58826431557600 |
| 2024-04-01 | 776.76449101041500 |
| 2024-05-01 | 778.10834292555500 |
| 2024-06-01 | 783.28506926181400 |
| 2024-07-01 | 768.24061328854510 |
| 2024-08-01 | 776.64941454358510 |
| 2024-09-01 | 786.89766090430600 |
| 2024-10-01 | 781.30142423463500 |
| 2024-11-01 | 777.42836312413100 |
