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 2025-12-01 |
| Last Updated | 2026-01-28 4:09 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 | 198.184428513842 |
| 1990-02-01 | 198.972589652204 |
| 1990-03-01 | 199.363726524256 |
| 1990-04-01 | 199.177786418461 |
| 1990-05-01 | 199.731242066783 |
| 1990-06-01 | 202.935091471685 |
| 1990-07-01 | 204.400846725696 |
| 1990-08-01 | 207.005045735818 |
| 1990-09-01 | 208.357020685217 |
| 1990-10-01 | 206.856725431489 |
| 1990-11-01 | 210.162540730204 |
| 1990-12-01 | 212.633390246346 |
| 1991-01-01 | 208.775647871393 |
| 1991-02-01 | 209.472345206701 |
| 1991-03-01 | 209.228925446569 |
| 1991-04-01 | 207.276303677599 |
| 1991-05-01 | 208.389131684994 |
| 1991-06-01 | 208.319671528696 |
| 1991-07-01 | 207.727800530719 |
| 1991-08-01 | 208.796904138130 |
| 1991-09-01 | 207.938935571167 |
| 1991-10-01 | 208.374980993260 |
| 1991-11-01 | 208.929957602569 |
| 1991-12-01 | 209.439160990971 |
| 1992-01-01 | 211.226076226518 |
| 1992-02-01 | 211.636626454762 |
| 1992-03-01 | 212.444366984204 |
| 1992-04-01 | 214.187784615157 |
| 1992-05-01 | 214.978458292454 |
| 1992-06-01 | 215.128666477272 |
| 1992-07-01 | 215.834527141333 |
| 1992-08-01 | 215.351908666154 |
| 1992-09-01 | 216.411597199852 |
| 1992-10-01 | 218.832807444330 |
| 1992-11-01 | 219.209898662841 |
| 1992-12-01 | 220.306456899137 |
| 1993-01-01 | 220.949160532690 |
| 1993-02-01 | 222.548347815445 |
| 1993-03-01 | 222.049042567035 |
| 1993-04-01 | 226.526657896106 |
| 1993-05-01 | 228.395184273323 |
| 1993-06-01 | 230.059685102754 |
| 1993-07-01 | 233.446773232662 |
| 1993-08-01 | 234.250144750948 |
| 1993-09-01 | 237.759905753449 |
| 1993-10-01 | 238.657828237363 |
| 1993-11-01 | 239.136864698399 |
| 1993-12-01 | 241.577112267551 |
| 1994-01-01 | 243.760588310257 |
| 1994-02-01 | 243.732894811817 |
| 1994-03-01 | 244.437678747164 |
| 1994-04-01 | 249.232931179411 |
| 1994-05-01 | 248.147121170433 |
| 1994-06-01 | 249.411488651889 |
| 1994-07-01 | 258.341001170648 |
| 1994-08-01 | 259.549536387803 |
| 1994-09-01 | 261.005755753607 |
| 1994-10-01 | 258.096812593821 |
| 1994-11-01 | 260.388118269699 |
| 1994-12-01 | 261.414183275719 |
| 1995-01-01 | 261.154453332563 |
| 1995-02-01 | 264.357879776340 |
| 1995-03-01 | 266.273925274117 |
| 1995-04-01 | 264.907419246785 |
| 1995-05-01 | 266.194054323126 |
| 1995-06-01 | 266.418859191089 |
| 1995-07-01 | 266.227132128702 |
| 1995-08-01 | 269.311993673369 |
| 1995-09-01 | 270.676035679478 |
| 1995-10-01 | 274.300414091726 |
| 1995-11-01 | 278.003813131933 |
| 1995-12-01 | 279.404273689669 |
| 1996-01-01 | 281.890320164101 |
| 1996-02-01 | 284.573343816519 |
| 1996-03-01 | 285.918762917962 |
| 1996-04-01 | 289.046078187428 |
| 1996-05-01 | 291.891564837441 |
| 1996-06-01 | 291.850373622609 |
| 1996-07-01 | 299.031906529162 |
| 1996-08-01 | 302.366419738143 |
| 1996-09-01 | 303.881264458853 |
| 1996-10-01 | 306.619680565865 |
| 1996-11-01 | 310.076296878003 |
| 1996-12-01 | 310.376818968187 |
| 1997-01-01 | 310.491629865649 |
| 1997-02-01 | 313.023863005560 |
| 1997-03-01 | 317.218567614054 |
| 1997-04-01 | 322.502052066660 |
| 1997-05-01 | 324.485310130476 |
| 1997-06-01 | 327.261762433294 |
| 1997-07-01 | 325.454932878380 |
| 1997-08-01 | 330.095217176987 |
| 1997-09-01 | 334.736268429108 |
| 1997-10-01 | 335.189646142726 |
| 1997-11-01 | 337.478570001563 |
| 1997-12-01 | 340.079719611996 |
| 1998-01-01 | 344.049209108867 |
| 1998-02-01 | 344.502849396019 |
| 1998-03-01 | 345.534666466690 |
| 1998-04-01 | 346.155733738900 |
| 1998-05-01 | 347.613187012060 |
| 1998-06-01 | 350.622132605995 |
| 1998-07-01 | 352.708755648629 |
| 1998-08-01 | 353.212506929988 |
| 1998-09-01 | 354.764260046383 |
| 1998-10-01 | 358.869136788912 |
| 1998-11-01 | 359.463673736808 |
| 1998-12-01 | 363.223200579706 |
| 1999-01-01 | 366.125138474259 |
| 1999-02-01 | 370.356763591152 |
| 1999-03-01 | 373.228323361796 |
| 1999-04-01 | 371.539457083751 |
| 1999-05-01 | 370.288631930504 |
| 1999-06-01 | 373.625827030461 |
| 1999-07-01 | 377.258487470139 |
| 1999-08-01 | 378.636751693813 |
| 1999-09-01 | 379.941643259107 |
| 1999-10-01 | 380.825228379581 |
| 1999-11-01 | 382.313088326731 |
| 1999-12-01 | 385.101914439477 |
| 2000-01-01 | 389.051766187778 |
| 2000-02-01 | 390.760643516322 |
| 2000-03-01 | 393.418258418329 |
| 2000-04-01 | 394.947205673128 |
| 2000-05-01 | 396.986940610230 |
| 2000-06-01 | 403.502440525525 |
| 2000-07-01 | 401.931838438180 |
| 2000-08-01 | 403.767592864583 |
| 2000-09-01 | 408.124061476975 |
| 2000-10-01 | 405.020989374123 |
| 2000-11-01 | 405.300237308386 |
| 2000-12-01 | 405.013382061977 |
| 2001-01-01 | 402.510926183729 |
| 2001-02-01 | 401.904886556252 |
| 2001-03-01 | 400.415236103705 |
| 2001-04-01 | 397.540158918710 |
| 2001-05-01 | 396.263360265099 |
| 2001-06-01 | 393.831737438951 |
| 2001-07-01 | 389.296072521355 |
| 2001-08-01 | 387.824699265567 |
| 2001-09-01 | 384.263800790873 |
| 2001-10-01 | 374.608413188424 |
| 2001-11-01 | 372.583886088078 |
| 2001-12-01 | 370.434555909507 |
| 2002-01-01 | 370.112230542876 |
| 2002-02-01 | 368.310618475817 |
| 2002-03-01 | 367.854369500446 |
| 2002-04-01 | 367.185802195187 |
| 2002-05-01 | 368.385259429258 |
| 2002-06-01 | 366.925603896241 |
| 2002-07-01 | 366.048594471599 |
| 2002-08-01 | 367.839054496136 |
| 2002-09-01 | 367.065812181548 |
| 2002-10-01 | 365.129569000753 |
| 2002-11-01 | 365.042660423393 |
| 2002-12-01 | 363.190874827870 |
| 2003-01-01 | 362.759223346528 |
| 2003-02-01 | 360.983088682249 |
| 2003-03-01 | 360.792226158981 |
| 2003-04-01 | 361.557014272635 |
| 2003-05-01 | 362.146855279716 |
| 2003-06-01 | 362.370547876104 |
| 2003-07-01 | 364.101467363314 |
| 2003-08-01 | 365.120929567059 |
| 2003-09-01 | 366.615818948046 |
| 2003-10-01 | 368.117019589657 |
| 2003-11-01 | 370.235633230193 |
| 2003-12-01 | 373.960760351075 |
| 2004-01-01 | 374.719456393079 |
| 2004-02-01 | 375.904530523846 |
| 2004-03-01 | 377.475461490884 |
| 2004-04-01 | 379.930873694323 |
| 2004-05-01 | 380.465569207645 |
| 2004-06-01 | 381.241101424822 |
| 2004-07-01 | 383.918504191356 |
| 2004-08-01 | 383.878885458801 |
| 2004-09-01 | 382.667424096572 |
| 2004-10-01 | 388.204269459275 |
| 2004-11-01 | 386.860102909684 |
| 2004-12-01 | 387.883893846662 |
| 2005-01-01 | 388.209024392487 |
| 2005-02-01 | 391.135827992100 |
| 2005-03-01 | 392.337889494885 |
| 2005-04-01 | 398.043788437131 |
| 2005-05-01 | 397.732989624170 |
| 2005-06-01 | 399.333813033368 |
| 2005-07-01 | 403.643234974349 |
| 2005-08-01 | 404.166305688311 |
| 2005-09-01 | 407.701674738204 |
| 2005-10-01 | 412.039983122517 |
| 2005-11-01 | 413.797246477663 |
| 2005-12-01 | 415.959180235152 |
| 2006-01-01 | 418.879085639640 |
| 2006-02-01 | 420.882327148727 |
| 2006-03-01 | 423.865619230621 |
| 2006-04-01 | 425.655184399596 |
| 2006-05-01 | 427.878735195252 |
| 2006-06-01 | 430.101248471368 |
| 2006-07-01 | 430.706464386395 |
| 2006-08-01 | 434.190996021429 |
| 2006-09-01 | 437.278612082365 |
| 2006-10-01 | 437.948395515813 |
| 2006-11-01 | 442.322124532916 |
| 2006-12-01 | 444.769834316935 |
| 2007-01-01 | 446.195065174659 |
| 2007-02-01 | 450.472015146645 |
| 2007-03-01 | 453.777864328318 |
| 2007-04-01 | 452.572264869829 |
| 2007-05-01 | 453.923932620265 |
| 2007-06-01 | 456.867017388915 |
| 2007-07-01 | 455.705033185484 |
| 2007-08-01 | 459.291106393720 |
| 2007-09-01 | 460.837306078139 |
| 2007-10-01 | 463.487737897415 |
| 2007-11-01 | 464.734737892020 |
| 2007-12-01 | 467.730507551079 |
| 2008-01-01 | 468.788757575304 |
| 2008-02-01 | 469.517602746652 |
| 2008-03-01 | 469.672079547107 |
| 2008-04-01 | 467.848427958585 |
| 2008-05-01 | 470.216428663264 |
| 2008-06-01 | 469.419783174218 |
| 2008-07-01 | 467.524490900087 |
| 2008-08-01 | 466.764944841746 |
| 2008-09-01 | 463.742614022203 |
| 2008-10-01 | 460.438865466569 |
| 2008-11-01 | 455.955609375324 |
| 2008-12-01 | 451.383154545241 |
| 2009-01-01 | 445.691305012866 |
| 2009-02-01 | 439.588504979261 |
| 2009-03-01 | 435.425358009655 |
| 2009-04-01 | 430.065493985758 |
| 2009-05-01 | 430.570391184256 |
| 2009-06-01 | 429.626188612400 |
| 2009-07-01 | 429.399404985674 |
| 2009-08-01 | 427.556221233132 |
| 2009-09-01 | 425.045987104427 |
| 2009-10-01 | 427.940336058186 |
| 2009-11-01 | 429.328410414955 |
| 2009-12-01 | 429.838362901028 |
| 2010-01-01 | 431.753074904417 |
| 2010-02-01 | 432.991436956245 |
| 2010-03-01 | 434.506307139420 |
| 2010-04-01 | 437.111451613622 |
| 2010-05-01 | 438.006766965482 |
| 2010-06-01 | 438.840852137804 |
| 2010-07-01 | 441.175983600969 |
| 2010-08-01 | 442.835608536873 |
| 2010-09-01 | 445.437186501204 |
| 2010-10-01 | 448.076076796426 |
| 2010-11-01 | 449.000817284950 |
| 2010-12-01 | 452.402926180159 |
| 2011-01-01 | 454.785459650140 |
| 2011-02-01 | 456.968066668793 |
| 2011-03-01 | 459.769932111858 |
| 2011-04-01 | 463.022260993662 |
| 2011-05-01 | 462.692307493490 |
| 2011-06-01 | 464.060662572193 |
| 2011-07-01 | 466.035320215254 |
| 2011-08-01 | 467.411656486677 |
| 2011-09-01 | 470.941488545176 |
| 2011-10-01 | 469.179249855150 |
| 2011-11-01 | 470.814732440201 |
| 2011-12-01 | 472.389181456888 |
| 2012-01-01 | 475.160612063271 |
| 2012-02-01 | 478.574149005645 |
| 2012-03-01 | 481.849940049039 |
| 2012-04-01 | 483.923060637380 |
| 2012-05-01 | 487.268919555920 |
| 2012-06-01 | 488.105796686158 |
| 2012-07-01 | 483.996777725794 |
| 2012-08-01 | 489.400558647524 |
| 2012-09-01 | 489.550050830811 |
| 2012-10-01 | 491.881876419385 |
| 2012-11-01 | 495.862838408554 |
| 2012-12-01 | 494.512049517967 |
| 2013-01-01 | 492.717583006868 |
| 2013-02-01 | 496.644637623834 |
| 2013-03-01 | 498.471702526311 |
| 2013-04-01 | 497.882826748858 |
| 2013-05-01 | 500.824799698484 |
| 2013-06-01 | 504.221467952706 |
| 2013-07-01 | 505.216821773544 |
| 2013-08-01 | 509.228112017150 |
| 2013-09-01 | 513.507684246693 |
| 2013-10-01 | 514.292817328322 |
| 2013-11-01 | 517.460108375033 |
| 2013-12-01 | 518.359557736464 |
| 2014-01-01 | 519.003136829061 |
| 2014-02-01 | 522.215730824247 |
| 2014-03-01 | 525.911192272594 |
| 2014-04-01 | 529.820233941663 |
| 2014-05-01 | 532.602924009498 |
| 2014-06-01 | 534.762885668366 |
| 2014-07-01 | 536.172076704428 |
| 2014-08-01 | 538.677943077984 |
| 2014-09-01 | 540.386463574852 |
| 2014-10-01 | 542.483941711225 |
| 2014-11-01 | 544.725999449703 |
| 2014-12-01 | 548.007686747820 |
| 2015-01-01 | 551.207383406177 |
| 2015-02-01 | 552.043348959392 |
| 2015-03-01 | 552.417217660300 |
| 2015-04-01 | 554.250717688798 |
| 2015-05-01 | 555.562519939543 |
| 2015-06-01 | 556.193601113149 |
| 2015-07-01 | 560.082044188196 |
| 2015-08-01 | 559.790355139629 |
| 2015-09-01 | 559.313709026861 |
| 2015-10-01 | 563.507566738834 |
| 2015-11-01 | 563.187980363734 |
| 2015-12-01 | 567.303496120021 |
| 2016-01-01 | 570.141459324700 |
| 2016-02-01 | 571.852047626371 |
| 2016-03-01 | 572.016523023457 |
| 2016-04-01 | 575.462591200327 |
| 2016-05-01 | 575.992550931256 |
| 2016-06-01 | 577.256957380085 |
| 2016-07-01 | 580.945612758716 |
| 2016-08-01 | 582.527633080440 |
| 2016-09-01 | 585.838726157981 |
| 2016-10-01 | 583.096921534343 |
| 2016-11-01 | 585.889158320219 |
| 2016-12-01 | 585.829948903435 |
| 2017-01-01 | 587.497867392710 |
| 2017-02-01 | 589.026068370281 |
| 2017-03-01 | 589.980161239474 |
| 2017-04-01 | 588.049373169264 |
| 2017-05-01 | 590.114639874285 |
| 2017-06-01 | 591.640711347267 |
| 2017-07-01 | 589.840217695752 |
| 2017-08-01 | 590.712038478040 |
| 2017-09-01 | 594.705934705375 |
| 2017-10-01 | 596.163656425871 |
| 2017-11-01 | 598.787689619075 |
| 2017-12-01 | 596.765588797889 |
| 2018-01-01 | 601.468525990570 |
| 2018-02-01 | 604.081124286520 |
| 2018-03-01 | 607.698886784425 |
| 2018-04-01 | 609.038214107335 |
| 2018-05-01 | 612.398745276640 |
| 2018-06-01 | 616.301822766651 |
| 2018-07-01 | 617.041380644684 |
| 2018-08-01 | 619.140766613455 |
| 2018-09-01 | 619.082237276344 |
| 2018-10-01 | 620.818979287564 |
| 2018-11-01 | 622.256160010428 |
| 2018-12-01 | 624.590513971743 |
| 2019-01-01 | 624.765365384038 |
| 2019-02-01 | 626.462317695778 |
| 2019-03-01 | 627.870275976629 |
| 2019-04-01 | 632.357112086083 |
| 2019-05-01 | 633.883056791123 |
| 2019-06-01 | 636.725582332045 |
| 2019-07-01 | 638.890001577327 |
| 2019-08-01 | 642.022753355080 |
| 2019-09-01 | 643.223544076020 |
| 2019-10-01 | 645.304000218347 |
| 2019-11-01 | 648.333522007801 |
| 2019-12-01 | 649.060037954913 |
| 2020-01-01 | 652.609820888594 |
| 2020-02-01 | 655.237233865134 |
| 2020-03-01 | 653.423476766503 |
| 2020-04-01 | 597.250349263057 |
| 2020-05-01 | 602.035542109807 |
| 2020-06-01 | 606.483730667418 |
| 2020-07-01 | 612.567072143431 |
| 2020-08-01 | 618.517304049733 |
| 2020-09-01 | 619.146400993022 |
| 2020-10-01 | 628.373357207997 |
| 2020-11-01 | 633.450668305900 |
| 2020-12-01 | 643.140013491853 |
| 2021-01-01 | 650.782969980149 |
| 2021-02-01 | 648.747297084498 |
| 2021-03-01 | 660.586676732153 |
| 2021-04-01 | 666.635318891568 |
| 2021-05-01 | 673.866336827607 |
| 2021-06-01 | 679.923092234719 |
| 2021-07-01 | 688.376459013932 |
| 2021-08-01 | 692.167015443410 |
| 2021-09-01 | 703.356958796231 |
| 2021-10-01 | 717.896940893652 |
| 2021-11-01 | 722.154094993204 |
| 2021-12-01 | 729.332895901107 |
| 2022-01-01 | 734.654422029452 |
| 2022-02-01 | 743.463191737386 |
| 2022-03-01 | 749.082708232388 |
| 2022-04-01 | 756.649557546792 |
| 2022-05-01 | 761.436139317848 |
| 2022-06-01 | 765.251266211776 |
| 2022-07-01 | 772.492405707059 |
| 2022-08-01 | 775.157343272239 |
| 2022-09-01 | 778.706439237045 |
| 2022-10-01 | 781.195308913246 |
| 2022-11-01 | 780.458954793774 |
| 2022-12-01 | 779.566373167021 |
| 2023-01-01 | 782.428718141851 |
| 2023-02-01 | 780.636120144377 |
| 2023-03-01 | 781.725061923658 |
| 2023-04-01 | 780.654883756716 |
| 2023-05-01 | 778.162337845518 |
| 2023-06-01 | 777.781405070811 |
| 2023-07-01 | 776.525294227652 |
| 2023-08-01 | 774.327806340715 |
| 2023-09-01 | 774.088301077522 |
| 2023-10-01 | 772.159330770097 |
| 2023-11-01 | 773.209296092811 |
| 2023-12-01 | 768.791923142467 |
| 2024-01-01 | 778.487701999865 |
| 2024-02-01 | 777.903685382565 |
| 2024-03-01 | 774.689356688048 |
| 2024-04-01 | 775.019664988836 |
| 2024-05-01 | 776.711350098128 |
| 2024-06-01 | 776.729466032941 |
| 2024-07-01 | 774.630678092816 |
| 2024-08-01 | 779.101959816350 |
| 2024-09-01 | 776.221280391998 |
| 2024-10-01 | 775.393883624226 |
| 2024-11-01 | 773.154157780425 |
| 2024-12-01 | 781.136267664754 |
| 2025-01-01 | 775.322435581519 |
| 2025-02-01 | 773.496277609923 |
| 2025-03-01 | 772.810052171698 |
| 2025-04-01 | 772.318030327567 |
| 2025-05-01 | 770.449014730618 |
| 2025-06-01 | 767.658769966159 |
| 2025-07-01 | 764.704401430415 |
| 2025-08-01 | 762.999444999569 |
| 2025-09-01 | 766.415578502485 |
| 2025-10-01 | 763.070306472632 |
| 2025-11-01 | 759.980541056560 |
| 2025-12-01 | 759.341290337219 |