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 2026-06-01 |
| Last Updated | 2026-07-22 9:50 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 | 198.184338609081 |
| 1990-02-01 | 198.972561757158 |
| 1990-03-01 | 199.363687522655 |
| 1990-04-01 | 199.177616462381 |
| 1990-05-01 | 199.731108822674 |
| 1990-06-01 | 202.935070785213 |
| 1990-07-01 | 204.400895908540 |
| 1990-08-01 | 207.005147224484 |
| 1990-09-01 | 208.357136149963 |
| 1990-10-01 | 206.856859212467 |
| 1990-11-01 | 210.162590141496 |
| 1990-12-01 | 212.633452774865 |
| 1991-01-01 | 208.775576185075 |
| 1991-02-01 | 209.472309355123 |
| 1991-03-01 | 209.228869528011 |
| 1991-04-01 | 207.276114774527 |
| 1991-05-01 | 208.388933524525 |
| 1991-06-01 | 208.319519309165 |
| 1991-07-01 | 207.727971273518 |
| 1991-08-01 | 208.797065869177 |
| 1991-09-01 | 207.939079841902 |
| 1991-10-01 | 208.375131028509 |
| 1991-11-01 | 208.930019306736 |
| 1991-12-01 | 209.439229471306 |
| 1992-01-01 | 211.226016473536 |
| 1992-02-01 | 211.636567973350 |
| 1992-03-01 | 212.444292160565 |
| 1992-04-01 | 214.187541104076 |
| 1992-05-01 | 214.978175702021 |
| 1992-06-01 | 215.128358721163 |
| 1992-07-01 | 215.834838250716 |
| 1992-08-01 | 215.352162227454 |
| 1992-09-01 | 216.411808960735 |
| 1992-10-01 | 218.832992178232 |
| 1992-11-01 | 219.209979022813 |
| 1992-12-01 | 220.306524681611 |
| 1993-01-01 | 220.949109017697 |
| 1993-02-01 | 222.548249213771 |
| 1993-03-01 | 222.048930626247 |
| 1993-04-01 | 226.526366291086 |
| 1993-05-01 | 228.394799974805 |
| 1993-06-01 | 230.059185376770 |
| 1993-07-01 | 233.447262692406 |
| 1993-08-01 | 234.250523030235 |
| 1993-09-01 | 237.760208110572 |
| 1993-10-01 | 238.658056439099 |
| 1993-11-01 | 239.136972944135 |
| 1993-12-01 | 241.577154146208 |
| 1994-01-01 | 243.760509979423 |
| 1994-02-01 | 243.732742339182 |
| 1994-03-01 | 244.437534868675 |
| 1994-04-01 | 249.232583124890 |
| 1994-05-01 | 248.146677901755 |
| 1994-06-01 | 249.410903186279 |
| 1994-07-01 | 258.341595590954 |
| 1994-08-01 | 259.549967991295 |
| 1994-09-01 | 261.006209387941 |
| 1994-10-01 | 258.097051833528 |
| 1994-11-01 | 260.388239599017 |
| 1994-12-01 | 261.414214078983 |
| 1995-01-01 | 261.154267179794 |
| 1995-02-01 | 264.357705285782 |
| 1995-03-01 | 266.273762509802 |
| 1995-04-01 | 264.907095387526 |
| 1995-05-01 | 266.193597899113 |
| 1995-06-01 | 266.418221624074 |
| 1995-07-01 | 266.227786206354 |
| 1995-08-01 | 269.312407787702 |
| 1995-09-01 | 270.676579049444 |
| 1995-10-01 | 274.300632203204 |
| 1995-11-01 | 278.003937322386 |
| 1995-12-01 | 279.404276746839 |
| 1996-01-01 | 281.889986076469 |
| 1996-02-01 | 284.573123358723 |
| 1996-03-01 | 285.918597974686 |
| 1996-04-01 | 289.045779960749 |
| 1996-05-01 | 291.891203366553 |
| 1996-06-01 | 291.849878891297 |
| 1996-07-01 | 299.032548412114 |
| 1996-08-01 | 302.366799486106 |
| 1996-09-01 | 303.881937896167 |
| 1996-10-01 | 306.619851552860 |
| 1996-11-01 | 310.076366407825 |
| 1996-12-01 | 310.376757101261 |
| 1997-01-01 | 310.491108074040 |
| 1997-02-01 | 313.023585689835 |
| 1997-03-01 | 317.218362931457 |
| 1997-04-01 | 322.501803837892 |
| 1997-05-01 | 324.485121921720 |
| 1997-06-01 | 327.261491195698 |
| 1997-07-01 | 325.455560328520 |
| 1997-08-01 | 330.095601362383 |
| 1997-09-01 | 334.737193217287 |
| 1997-10-01 | 335.189674917164 |
| 1997-11-01 | 337.478453733916 |
| 1997-12-01 | 340.079461378092 |
| 1998-01-01 | 344.048514327389 |
| 1998-02-01 | 344.502438172549 |
| 1998-03-01 | 345.534364224927 |
| 1998-04-01 | 346.155513588261 |
| 1998-05-01 | 347.613230337529 |
| 1998-06-01 | 350.622191411962 |
| 1998-07-01 | 352.709430348395 |
| 1998-08-01 | 353.213137691159 |
| 1998-09-01 | 354.766006511635 |
| 1998-10-01 | 358.868418987455 |
| 1998-11-01 | 359.463080471551 |
| 1998-12-01 | 363.222682363471 |
| 1999-01-01 | 366.124248928338 |
| 1999-02-01 | 370.356237711957 |
| 1999-03-01 | 373.227998120831 |
| 1999-04-01 | 371.539395801531 |
| 1999-05-01 | 370.288621734521 |
| 1999-06-01 | 373.626222958721 |
| 1999-07-01 | 377.259523564409 |
| 1999-08-01 | 378.637690840838 |
| 1999-09-01 | 379.944310849658 |
| 1999-10-01 | 380.823716396650 |
| 1999-11-01 | 382.311911885901 |
| 1999-12-01 | 385.101006492193 |
| 2000-01-01 | 389.050751912539 |
| 2000-02-01 | 390.759973621060 |
| 2000-03-01 | 393.417948829638 |
| 2000-04-01 | 394.947307508472 |
| 2000-05-01 | 396.986819413574 |
| 2000-06-01 | 403.503223674939 |
| 2000-07-01 | 401.933262180765 |
| 2000-08-01 | 403.768909392943 |
| 2000-09-01 | 408.127545058979 |
| 2000-10-01 | 405.018692259614 |
| 2000-11-01 | 405.298531558388 |
| 2000-12-01 | 405.012012462865 |
| 2001-01-01 | 402.509884689915 |
| 2001-02-01 | 401.904214149028 |
| 2001-03-01 | 400.415055733874 |
| 2001-04-01 | 397.540461587856 |
| 2001-05-01 | 396.263053023080 |
| 2001-06-01 | 393.832725949398 |
| 2001-07-01 | 389.297739691449 |
| 2001-08-01 | 387.825899566020 |
| 2001-09-01 | 384.267058161808 |
| 2001-10-01 | 374.606201568860 |
| 2001-11-01 | 372.582226924554 |
| 2001-12-01 | 370.433060292477 |
| 2002-01-01 | 370.111383624809 |
| 2002-02-01 | 368.310082211816 |
| 2002-03-01 | 367.854282990460 |
| 2002-04-01 | 367.186169661354 |
| 2002-05-01 | 368.384953861182 |
| 2002-06-01 | 366.926494698822 |
| 2002-07-01 | 366.050178584296 |
| 2002-08-01 | 367.840138533771 |
| 2002-09-01 | 367.068639900278 |
| 2002-10-01 | 365.127389365638 |
| 2002-11-01 | 365.041168522316 |
| 2002-12-01 | 363.189433611062 |
| 2003-01-01 | 362.758526530857 |
| 2003-02-01 | 360.982738276960 |
| 2003-03-01 | 360.792287352837 |
| 2003-04-01 | 361.557469030189 |
| 2003-05-01 | 362.146465531916 |
| 2003-06-01 | 362.371303990155 |
| 2003-07-01 | 364.102945250759 |
| 2003-08-01 | 365.121638305386 |
| 2003-09-01 | 366.617758961800 |
| 2003-10-01 | 368.115390045558 |
| 2003-11-01 | 370.234545469336 |
| 2003-12-01 | 373.959535796131 |
| 2004-01-01 | 374.718934735023 |
| 2004-02-01 | 375.904302996238 |
| 2004-03-01 | 377.475587094041 |
| 2004-04-01 | 379.931283715008 |
| 2004-05-01 | 380.465283165665 |
| 2004-06-01 | 381.241616650857 |
| 2004-07-01 | 383.919711324752 |
| 2004-08-01 | 383.879387527014 |
| 2004-09-01 | 382.668425631068 |
| 2004-10-01 | 388.203228534167 |
| 2004-11-01 | 386.859464973796 |
| 2004-12-01 | 387.882961807016 |
| 2005-01-01 | 388.208709313324 |
| 2005-02-01 | 391.135719728294 |
| 2005-03-01 | 392.338054558520 |
| 2005-04-01 | 398.044085901263 |
| 2005-05-01 | 397.732830605055 |
| 2005-06-01 | 399.334039659076 |
| 2005-07-01 | 403.644162816751 |
| 2005-08-01 | 404.166502465163 |
| 2005-09-01 | 407.701930983882 |
| 2005-10-01 | 412.039521861075 |
| 2005-11-01 | 413.797000023627 |
| 2005-12-01 | 415.958595664481 |
| 2006-01-01 | 418.878911325798 |
| 2006-02-01 | 420.882272809758 |
| 2006-03-01 | 423.865744512505 |
| 2006-04-01 | 425.655312679778 |
| 2006-05-01 | 427.878750430982 |
| 2006-06-01 | 430.101237503354 |
| 2006-07-01 | 430.707018050392 |
| 2006-08-01 | 434.191208381978 |
| 2006-09-01 | 437.278677828351 |
| 2006-10-01 | 437.948006225405 |
| 2006-11-01 | 442.322014308707 |
| 2006-12-01 | 444.769566033077 |
| 2007-01-01 | 446.195001297202 |
| 2007-02-01 | 450.472009136158 |
| 2007-03-01 | 453.778016861597 |
| 2007-04-01 | 452.572340092298 |
| 2007-05-01 | 453.923890443127 |
| 2007-06-01 | 456.866928085185 |
| 2007-07-01 | 455.705348681990 |
| 2007-08-01 | 459.291187723333 |
| 2007-09-01 | 460.837297251028 |
| 2007-10-01 | 463.487459660609 |
| 2007-11-01 | 464.734739436712 |
| 2007-12-01 | 467.730469143959 |
| 2008-01-01 | 468.788763650717 |
| 2008-02-01 | 469.517658556645 |
| 2008-03-01 | 469.672276981715 |
| 2008-04-01 | 467.848465582975 |
| 2008-05-01 | 470.216306835641 |
| 2008-06-01 | 469.419597615232 |
| 2008-07-01 | 467.524495724147 |
| 2008-08-01 | 466.764905500264 |
| 2008-09-01 | 463.742591561359 |
| 2008-10-01 | 460.438784677966 |
| 2008-11-01 | 455.955742879513 |
| 2008-12-01 | 451.383216857536 |
| 2009-01-01 | 445.691423961972 |
| 2009-02-01 | 439.588662845410 |
| 2009-03-01 | 435.425600425977 |
| 2009-04-01 | 430.065649056826 |
| 2009-05-01 | 430.570107619713 |
| 2009-06-01 | 429.625757976800 |
| 2009-07-01 | 429.398880477784 |
| 2009-08-01 | 427.556212582109 |
| 2009-09-01 | 425.046030352822 |
| 2009-10-01 | 427.940282582723 |
| 2009-11-01 | 429.329035789315 |
| 2009-12-01 | 429.838472005513 |
| 2010-01-01 | 431.753264001633 |
| 2010-02-01 | 432.991766828772 |
| 2010-03-01 | 434.506704157789 |
| 2010-04-01 | 437.111775695451 |
| 2010-05-01 | 438.006175266611 |
| 2010-06-01 | 438.839917302577 |
| 2010-07-01 | 441.174619925076 |
| 2010-08-01 | 442.835544664938 |
| 2010-09-01 | 445.437356295830 |
| 2010-10-01 | 448.076288681125 |
| 2010-11-01 | 449.002225678965 |
| 2010-12-01 | 452.403277634723 |
| 2011-01-01 | 454.785806980266 |
| 2011-02-01 | 456.968599317240 |
| 2011-03-01 | 459.770540113980 |
| 2011-04-01 | 463.022776064389 |
| 2011-05-01 | 462.691177141331 |
| 2011-06-01 | 464.058790581907 |
| 2011-07-01 | 466.032620865209 |
| 2011-08-01 | 467.411289314019 |
| 2011-09-01 | 470.941908878602 |
| 2011-10-01 | 469.180164192537 |
| 2011-11-01 | 470.817466746336 |
| 2011-12-01 | 472.389955366175 |
| 2012-01-01 | 475.161176087914 |
| 2012-02-01 | 478.575047096123 |
| 2012-03-01 | 481.850777933933 |
| 2012-04-01 | 483.923741293653 |
| 2012-05-01 | 487.267620065478 |
| 2012-06-01 | 488.103422144289 |
| 2012-07-01 | 483.989016816750 |
| 2012-08-01 | 489.399677220474 |
| 2012-09-01 | 489.552586619722 |
| 2012-10-01 | 491.881498377047 |
| 2012-11-01 | 495.872317090623 |
| 2012-12-01 | 494.511797786882 |
| 2013-01-01 | 492.717620997298 |
| 2013-02-01 | 496.645719115552 |
| 2013-03-01 | 498.473043626428 |
| 2013-04-01 | 497.883651524806 |
| 2013-05-01 | 500.823123919478 |
| 2013-06-01 | 504.218329271011 |
| 2013-07-01 | 505.203172351201 |
| 2013-08-01 | 509.226504675423 |
| 2013-09-01 | 513.511595220470 |
| 2013-10-01 | 514.292767658382 |
| 2013-11-01 | 517.476627197534 |
| 2013-12-01 | 518.358286061567 |
| 2014-01-01 | 519.002702698330 |
| 2014-02-01 | 522.216136774558 |
| 2014-03-01 | 525.911589535563 |
| 2014-04-01 | 529.826709665866 |
| 2014-05-01 | 532.601691803513 |
| 2014-06-01 | 534.752167980546 |
| 2014-07-01 | 536.154091688999 |
| 2014-08-01 | 538.676176521675 |
| 2014-09-01 | 540.391236957573 |
| 2014-10-01 | 542.483337172095 |
| 2014-11-01 | 544.749334516050 |
| 2014-12-01 | 548.006798518046 |
| 2015-01-01 | 551.206388154394 |
| 2015-02-01 | 552.043443966353 |
| 2015-03-01 | 552.417478667290 |
| 2015-04-01 | 554.264096592044 |
| 2015-05-01 | 555.561488322510 |
| 2015-06-01 | 556.173484272485 |
| 2015-07-01 | 560.063064462437 |
| 2015-08-01 | 559.787068456219 |
| 2015-09-01 | 559.315904304692 |
| 2015-10-01 | 563.507864137126 |
| 2015-11-01 | 563.211435438214 |
| 2015-12-01 | 567.305637002921 |
| 2016-01-01 | 570.142761530377 |
| 2016-02-01 | 571.854663158280 |
| 2016-03-01 | 572.018196416633 |
| 2016-04-01 | 575.484473515318 |
| 2016-05-01 | 575.991825330832 |
| 2016-06-01 | 577.225560475502 |
| 2016-07-01 | 580.924124112554 |
| 2016-08-01 | 582.521338725810 |
| 2016-09-01 | 585.837393631599 |
| 2016-10-01 | 583.093339609535 |
| 2016-11-01 | 585.908957377006 |
| 2016-12-01 | 585.840664548315 |
| 2017-01-01 | 587.504133451052 |
| 2017-02-01 | 589.034389039394 |
| 2017-03-01 | 589.996998397833 |
| 2017-04-01 | 588.066865091416 |
| 2017-05-01 | 590.112745445854 |
| 2017-06-01 | 591.605029440446 |
| 2017-07-01 | 589.822095138368 |
| 2017-08-01 | 590.661567188729 |
| 2017-09-01 | 594.736321748227 |
| 2017-10-01 | 596.151714544661 |
| 2017-11-01 | 598.789973764743 |
| 2017-12-01 | 596.786122650715 |
| 2018-01-01 | 601.489932678895 |
| 2018-02-01 | 604.103214125188 |
| 2018-03-01 | 607.733367102435 |
| 2018-04-01 | 609.046580281831 |
| 2018-05-01 | 612.394446851651 |
| 2018-06-01 | 616.255457466772 |
| 2018-07-01 | 617.027495155540 |
| 2018-08-01 | 619.036988938201 |
| 2018-09-01 | 619.155493248241 |
| 2018-10-01 | 620.790515323191 |
| 2018-11-01 | 622.242285272797 |
| 2018-12-01 | 624.625213663203 |
| 2019-01-01 | 624.803131544613 |
| 2019-02-01 | 626.500458375396 |
| 2019-03-01 | 627.928220532404 |
| 2019-04-01 | 632.347135617865 |
| 2019-05-01 | 633.882564744590 |
| 2019-06-01 | 636.666220491598 |
| 2019-07-01 | 638.878263934472 |
| 2019-08-01 | 641.863311401522 |
| 2019-09-01 | 643.336221174095 |
| 2019-10-01 | 645.248637064282 |
| 2019-11-01 | 648.295377592890 |
| 2019-12-01 | 648.912877778159 |
| 2020-01-01 | 652.476167223326 |
| 2020-02-01 | 655.119758070030 |
| 2020-03-01 | 653.216288252226 |
| 2020-04-01 | 596.736258614176 |
| 2020-05-01 | 601.423911101260 |
| 2020-06-01 | 605.789883406020 |
| 2020-07-01 | 611.819726531441 |
| 2020-08-01 | 617.540345417705 |
| 2020-09-01 | 618.435638823351 |
| 2020-10-01 | 627.400738556906 |
| 2020-11-01 | 632.428384788534 |
| 2020-12-01 | 642.232658463875 |
| 2021-01-01 | 649.827879070637 |
| 2021-02-01 | 647.779318212580 |
| 2021-03-01 | 659.357158735282 |
| 2021-04-01 | 665.330603667085 |
| 2021-05-01 | 672.440683173440 |
| 2021-06-01 | 678.243438945983 |
| 2021-07-01 | 686.611199918212 |
| 2021-08-01 | 690.359249372753 |
| 2021-09-01 | 701.607654517383 |
| 2021-10-01 | 715.854873445280 |
| 2021-11-01 | 720.230539852295 |
| 2021-12-01 | 727.510414910444 |
| 2022-01-01 | 733.055888922011 |
| 2022-02-01 | 741.713112144636 |
| 2022-03-01 | 747.295273931990 |
| 2022-04-01 | 754.418339072547 |
| 2022-05-01 | 758.904197652775 |
| 2022-06-01 | 762.192208965787 |
| 2022-07-01 | 769.654026059424 |
| 2022-08-01 | 772.152389680401 |
| 2022-09-01 | 775.997517134911 |
| 2022-10-01 | 778.499742576573 |
| 2022-11-01 | 777.820553982526 |
| 2022-12-01 | 777.008491592705 |
| 2023-01-01 | 780.416060745088 |
| 2023-02-01 | 778.317451015280 |
| 2023-03-01 | 779.290915769846 |
| 2023-04-01 | 777.328489558435 |
| 2023-05-01 | 774.794174786774 |
| 2023-06-01 | 773.187942168998 |
| 2023-07-01 | 772.405095895788 |
| 2023-08-01 | 770.234532059915 |
| 2023-09-01 | 770.253094002060 |
| 2023-10-01 | 768.811276707906 |
| 2023-11-01 | 769.625989716264 |
| 2023-12-01 | 765.691596476385 |
| 2024-01-01 | 775.778721252753 |
| 2024-02-01 | 775.011775605297 |
| 2024-03-01 | 771.538710403563 |
| 2024-04-01 | 771.071963757759 |
| 2024-05-01 | 772.566867754962 |
| 2024-06-01 | 772.717046042014 |
| 2024-07-01 | 767.823245932215 |
| 2024-08-01 | 772.350210030467 |
| 2024-09-01 | 772.655562883667 |
| 2024-10-01 | 774.681409933365 |
| 2024-11-01 | 775.906433427752 |
| 2024-12-01 | 775.253809741041 |
| 2025-01-01 | 773.790256751835 |
| 2025-02-01 | 773.071605852622 |
| 2025-03-01 | 774.222345194806 |
| 2025-04-01 | 778.265300068292 |
| 2025-05-01 | 780.821310620003 |
| 2025-06-01 | 778.668948200578 |
| 2025-07-01 | 779.122594213478 |
| 2025-08-01 | 781.072403971648 |
| 2025-09-01 | 781.231831271602 |
| 2025-10-01 | 776.212239436814 |
| 2025-11-01 | 777.230892340886 |
| 2025-12-01 | 784.225804397506 |
| 2026-01-01 | 787.087561235311 |
| 2026-02-01 | 789.359237720669 |
| 2026-03-01 | 796.002872030700 |
| 2026-04-01 | 794.385739783551 |
| 2026-05-01 | 793.323971420413 |
| 2026-06-01 | 800.773400348334 |