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 2025-09-01 |
| Last Updated | 2025-12-12 2:04 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 | 198.184310136196 |
| 1990-02-01 | 198.972554493767 |
| 1990-03-01 | 199.363679014102 |
| 1990-04-01 | 199.177567667446 |
| 1990-05-01 | 199.731069921735 |
| 1990-06-01 | 202.935065128434 |
| 1990-07-01 | 204.400910038681 |
| 1990-08-01 | 207.005176085023 |
| 1990-09-01 | 208.357168324574 |
| 1990-10-01 | 206.856896584803 |
| 1990-11-01 | 210.162605618780 |
| 1990-12-01 | 212.633470791170 |
| 1991-01-01 | 208.775553166562 |
| 1991-02-01 | 209.472299581314 |
| 1991-03-01 | 209.228858157808 |
| 1991-04-01 | 207.276060652928 |
| 1991-05-01 | 208.388875167714 |
| 1991-06-01 | 208.319474772379 |
| 1991-07-01 | 207.728020768765 |
| 1991-08-01 | 208.797112287275 |
| 1991-09-01 | 207.939118931275 |
| 1991-10-01 | 208.375172432955 |
| 1991-11-01 | 208.930038374752 |
| 1991-12-01 | 209.439248125527 |
| 1992-01-01 | 211.225999724841 |
| 1992-02-01 | 211.636550572413 |
| 1992-03-01 | 212.444279604391 |
| 1992-04-01 | 214.187472146045 |
| 1992-05-01 | 214.978093605236 |
| 1992-06-01 | 215.128268514978 |
| 1992-07-01 | 215.834927053576 |
| 1992-08-01 | 215.352232365815 |
| 1992-09-01 | 216.411862475783 |
| 1992-10-01 | 218.833040508098 |
| 1992-11-01 | 219.210003641077 |
| 1992-12-01 | 220.306544286872 |
| 1993-01-01 | 220.949101334884 |
| 1993-02-01 | 222.548221622843 |
| 1993-03-01 | 222.048913902469 |
| 1993-04-01 | 226.526287099852 |
| 1993-05-01 | 228.394691961247 |
| 1993-06-01 | 230.059036057659 |
| 1993-07-01 | 233.447399951399 |
| 1993-08-01 | 234.250620463894 |
| 1993-09-01 | 237.760273232377 |
| 1993-10-01 | 238.658106271314 |
| 1993-11-01 | 239.137011522516 |
| 1993-12-01 | 241.577170796037 |
| 1994-01-01 | 243.760509505846 |
| 1994-02-01 | 243.732707197477 |
| 1994-03-01 | 244.437519673938 |
| 1994-04-01 | 249.232494262358 |
| 1994-05-01 | 248.146557627555 |
| 1994-06-01 | 249.410730899184 |
| 1994-07-01 | 258.341748971134 |
| 1994-08-01 | 259.550087493184 |
| 1994-09-01 | 261.006240038206 |
| 1994-10-01 | 258.097107342614 |
| 1994-11-01 | 260.388288283790 |
| 1994-12-01 | 261.414219024885 |
| 1995-01-01 | 261.154315521477 |
| 1995-02-01 | 264.357663172366 |
| 1995-03-01 | 266.273746688416 |
| 1995-04-01 | 264.907020833534 |
| 1995-05-01 | 266.193481410322 |
| 1995-06-01 | 266.418034944565 |
| 1995-07-01 | 266.227939223035 |
| 1995-08-01 | 269.312523430334 |
| 1995-09-01 | 270.676540415924 |
| 1995-10-01 | 274.300675049498 |
| 1995-11-01 | 278.003990449892 |
| 1995-12-01 | 279.404266505905 |
| 1996-01-01 | 281.890086656005 |
| 1996-02-01 | 284.573120688247 |
| 1996-03-01 | 285.918610609735 |
| 1996-04-01 | 289.045732810291 |
| 1996-05-01 | 291.891100499400 |
| 1996-06-01 | 291.849723058286 |
| 1996-07-01 | 299.032624052884 |
| 1996-08-01 | 302.366849145968 |
| 1996-09-01 | 303.881781549662 |
| 1996-10-01 | 306.619884983765 |
| 1996-11-01 | 310.076444727041 |
| 1996-12-01 | 310.376779131338 |
| 1997-01-01 | 310.491313181085 |
| 1997-02-01 | 313.023662824671 |
| 1997-03-01 | 317.218426001323 |
| 1997-04-01 | 322.501806566613 |
| 1997-05-01 | 324.485019431338 |
| 1997-06-01 | 327.261347040563 |
| 1997-07-01 | 325.455472185128 |
| 1997-08-01 | 330.095516662447 |
| 1997-09-01 | 334.736757618069 |
| 1997-10-01 | 335.189752023887 |
| 1997-11-01 | 337.478654401317 |
| 1997-12-01 | 340.079621272145 |
| 1998-01-01 | 344.048851107938 |
| 1998-02-01 | 344.502661212422 |
| 1998-03-01 | 345.534534371217 |
| 1998-04-01 | 346.155584368574 |
| 1998-05-01 | 347.613092352140 |
| 1998-06-01 | 350.622042442586 |
| 1998-07-01 | 352.709084907781 |
| 1998-08-01 | 353.212705066363 |
| 1998-09-01 | 354.764830268063 |
| 1998-10-01 | 358.869029013093 |
| 1998-11-01 | 359.463611459367 |
| 1998-12-01 | 363.223070703248 |
| 1999-01-01 | 366.124775590574 |
| 1999-02-01 | 370.356603860713 |
| 1999-03-01 | 373.228206216984 |
| 1999-04-01 | 371.539420407958 |
| 1999-05-01 | 370.288592574308 |
| 1999-06-01 | 373.625865835085 |
| 1999-07-01 | 377.258828323129 |
| 1999-08-01 | 378.636965381655 |
| 1999-09-01 | 379.942312213065 |
| 1999-10-01 | 380.824920056394 |
| 1999-11-01 | 382.312869721387 |
| 1999-12-01 | 385.101712436167 |
| 2000-01-01 | 389.051437719687 |
| 2000-02-01 | 390.760474181823 |
| 2000-03-01 | 393.418168659514 |
| 2000-04-01 | 394.947231523204 |
| 2000-05-01 | 396.986900239632 |
| 2000-06-01 | 403.502603814529 |
| 2000-07-01 | 401.932200842619 |
| 2000-08-01 | 403.767872264631 |
| 2000-09-01 | 408.124841450427 |
| 2000-10-01 | 405.020511936757 |
| 2000-11-01 | 405.299880454745 |
| 2000-12-01 | 405.013093083720 |
| 2001-01-01 | 402.510651378631 |
| 2001-02-01 | 401.904729430561 |
| 2001-03-01 | 400.415183256154 |
| 2001-04-01 | 397.540229577004 |
| 2001-05-01 | 396.263292008682 |
| 2001-06-01 | 393.831952214451 |
| 2001-07-01 | 389.296435115348 |
| 2001-08-01 | 387.824968427772 |
| 2001-09-01 | 384.264490511740 |
| 2001-10-01 | 374.607956363663 |
| 2001-11-01 | 372.583537446446 |
| 2001-12-01 | 370.434237734409 |
| 2002-01-01 | 370.112044745714 |
| 2002-02-01 | 368.310493728193 |
| 2002-03-01 | 367.854342699303 |
| 2002-04-01 | 367.185882753496 |
| 2002-05-01 | 368.385193850364 |
| 2002-06-01 | 366.925791860359 |
| 2002-07-01 | 366.048930397183 |
| 2002-08-01 | 367.839290629306 |
| 2002-09-01 | 367.066404216154 |
| 2002-10-01 | 365.129115229845 |
| 2002-11-01 | 365.042348172604 |
| 2002-12-01 | 363.190573388629 |
| 2003-01-01 | 362.759074340453 |
| 2003-02-01 | 360.983012493699 |
| 2003-03-01 | 360.792237049757 |
| 2003-04-01 | 361.557108799821 |
| 2003-05-01 | 362.146772844655 |
| 2003-06-01 | 362.370704566022 |
| 2003-07-01 | 364.101776376907 |
| 2003-08-01 | 365.121083522734 |
| 2003-09-01 | 366.616223260125 |
| 2003-10-01 | 368.116679717092 |
| 2003-11-01 | 370.235406166666 |
| 2003-12-01 | 373.960506481251 |
| 2004-01-01 | 374.719346737602 |
| 2004-02-01 | 375.904482165963 |
| 2004-03-01 | 377.475486733136 |
| 2004-04-01 | 379.930958407649 |
| 2004-05-01 | 380.465507585849 |
| 2004-06-01 | 381.241208263859 |
| 2004-07-01 | 383.918756018227 |
| 2004-08-01 | 383.878994366564 |
| 2004-09-01 | 382.667632539453 |
| 2004-10-01 | 388.204052334204 |
| 2004-11-01 | 386.859969494459 |
| 2004-12-01 | 387.883700984686 |
| 2005-01-01 | 388.208957993623 |
| 2005-02-01 | 391.135804830386 |
| 2005-03-01 | 392.337923264068 |
| 2005-04-01 | 398.043849996063 |
| 2005-05-01 | 397.732955369441 |
| 2005-06-01 | 399.333859955571 |
| 2005-07-01 | 403.643429025648 |
| 2005-08-01 | 404.166349205324 |
| 2005-09-01 | 407.701728013726 |
| 2005-10-01 | 412.039886629279 |
| 2005-11-01 | 413.797194503336 |
| 2005-12-01 | 415.959059172404 |
| 2006-01-01 | 418.879048695420 |
| 2006-02-01 | 420.882315355580 |
| 2006-03-01 | 423.865644610446 |
| 2006-04-01 | 425.655210522709 |
| 2006-05-01 | 427.878738137153 |
| 2006-06-01 | 430.101246464345 |
| 2006-07-01 | 430.706581558012 |
| 2006-08-01 | 434.191042075166 |
| 2006-09-01 | 437.278627537771 |
| 2006-10-01 | 437.948314943361 |
| 2006-11-01 | 442.322100819325 |
| 2006-12-01 | 444.769776957897 |
| 2007-01-01 | 446.195047810448 |
| 2007-02-01 | 450.472008441101 |
| 2007-03-01 | 453.777890685313 |
| 2007-04-01 | 452.572278914921 |
| 2007-05-01 | 453.923928775211 |
| 2007-06-01 | 456.867008404033 |
| 2007-07-01 | 455.705109957696 |
| 2007-08-01 | 459.291131200992 |
| 2007-09-01 | 460.837308218740 |
| 2007-10-01 | 463.487679382922 |
| 2007-11-01 | 464.734723275770 |
| 2007-12-01 | 467.730492051778 |
| 2008-01-01 | 468.788745140395 |
| 2008-02-01 | 469.517596290093 |
| 2008-03-01 | 469.672104807399 |
| 2008-04-01 | 467.848432292318 |
| 2008-05-01 | 470.216424831251 |
| 2008-06-01 | 469.419780817448 |
| 2008-07-01 | 467.524529622210 |
| 2008-08-01 | 466.764960368464 |
| 2008-09-01 | 463.742607485283 |
| 2008-10-01 | 460.438839267603 |
| 2008-11-01 | 455.955598726080 |
| 2008-12-01 | 451.383145580143 |
| 2009-01-01 | 445.691299279511 |
| 2009-02-01 | 439.588503410802 |
| 2009-03-01 | 435.425375711347 |
| 2009-04-01 | 430.065493150545 |
| 2009-05-01 | 430.570390281158 |
| 2009-06-01 | 429.626187559396 |
| 2009-07-01 | 429.399426022611 |
| 2009-08-01 | 427.556220303492 |
| 2009-09-01 | 425.045985066257 |
| 2009-10-01 | 427.940324846896 |
| 2009-11-01 | 429.328405482609 |
| 2009-12-01 | 429.838359067203 |
| 2010-01-01 | 431.753073194557 |
| 2010-02-01 | 432.991436849106 |
| 2010-03-01 | 434.506315878455 |
| 2010-04-01 | 437.111450785350 |
| 2010-05-01 | 438.006767423485 |
| 2010-06-01 | 438.840852555352 |
| 2010-07-01 | 441.175990368762 |
| 2010-08-01 | 442.835608190660 |
| 2010-09-01 | 445.437184650500 |
| 2010-10-01 | 448.076074449879 |
| 2010-11-01 | 449.000814245364 |
| 2010-12-01 | 452.402924847427 |
| 2011-01-01 | 454.785459842519 |
| 2011-02-01 | 456.968067275751 |
| 2011-03-01 | 459.769931642945 |
| 2011-04-01 | 463.022259624233 |
| 2011-05-01 | 462.692308269933 |
| 2011-06-01 | 464.060663425903 |
| 2011-07-01 | 466.035321860156 |
| 2011-08-01 | 467.411658252910 |
| 2011-09-01 | 470.941488609503 |
| 2011-10-01 | 469.179249259757 |
| 2011-11-01 | 470.814732171159 |
| 2011-12-01 | 472.389184442320 |
| 2012-01-01 | 475.160615507299 |
| 2012-02-01 | 478.574151462773 |
| 2012-03-01 | 481.849939210156 |
| 2012-04-01 | 483.923053166495 |
| 2012-05-01 | 487.268906482807 |
| 2012-06-01 | 488.105780717663 |
| 2012-07-01 | 483.996795370740 |
| 2012-08-01 | 489.400558704180 |
| 2012-09-01 | 489.550048330391 |
| 2012-10-01 | 491.881885715219 |
| 2012-11-01 | 495.862846899371 |
| 2012-12-01 | 494.512060183609 |
| 2013-01-01 | 492.717594662729 |
| 2013-02-01 | 496.644651714314 |
| 2013-03-01 | 498.471705179805 |
| 2013-04-01 | 497.882804153567 |
| 2013-05-01 | 500.824756598303 |
| 2013-06-01 | 504.221417335050 |
| 2013-07-01 | 505.216839129717 |
| 2013-08-01 | 509.228090884293 |
| 2013-09-01 | 513.507726808985 |
| 2013-10-01 | 514.292859545312 |
| 2013-11-01 | 517.460112351859 |
| 2013-12-01 | 518.359577676579 |
| 2014-01-01 | 519.003171618113 |
| 2014-02-01 | 522.215764642641 |
| 2014-03-01 | 525.911217138292 |
| 2014-04-01 | 529.820171993912 |
| 2014-05-01 | 532.602916005524 |
| 2014-06-01 | 534.762569723909 |
| 2014-07-01 | 536.172144328588 |
| 2014-08-01 | 538.677926214491 |
| 2014-09-01 | 540.386577319052 |
| 2014-10-01 | 542.484061390465 |
| 2014-11-01 | 544.726080479521 |
| 2014-12-01 | 548.007805506695 |
| 2015-01-01 | 551.207477236140 |
| 2015-02-01 | 552.043362709874 |
| 2015-03-01 | 552.417137867232 |
| 2015-04-01 | 554.250377250658 |
| 2015-05-01 | 555.562319922182 |
| 2015-06-01 | 556.192929906528 |
| 2015-07-01 | 560.082287544056 |
| 2015-08-01 | 559.790639724684 |
| 2015-09-01 | 559.314220169011 |
| 2015-10-01 | 563.508015789194 |
| 2015-11-01 | 563.188281948144 |
| 2015-12-01 | 567.303747545748 |
| 2016-01-01 | 570.141510179656 |
| 2016-02-01 | 571.851728970351 |
| 2016-03-01 | 572.015871775282 |
| 2016-04-01 | 575.461311830673 |
| 2016-05-01 | 575.991622590155 |
| 2016-06-01 | 577.255843428267 |
| 2016-07-01 | 580.946585438705 |
| 2016-08-01 | 582.529170991823 |
| 2016-09-01 | 585.840513135788 |
| 2016-10-01 | 583.098249054410 |
| 2016-11-01 | 585.889764588903 |
| 2016-12-01 | 585.830099643545 |
| 2017-01-01 | 587.497658332706 |
| 2017-02-01 | 589.024888416730 |
| 2017-03-01 | 589.977549066179 |
| 2017-04-01 | 588.046602369618 |
| 2017-05-01 | 590.112418477392 |
| 2017-06-01 | 591.638220524457 |
| 2017-07-01 | 589.839792385538 |
| 2017-08-01 | 590.722731016672 |
| 2017-09-01 | 594.709084028592 |
| 2017-10-01 | 596.164601145829 |
| 2017-11-01 | 598.788040620516 |
| 2017-12-01 | 596.767151065301 |
| 2018-01-01 | 601.467143186691 |
| 2018-02-01 | 604.075506383862 |
| 2018-03-01 | 607.694559944879 |
| 2018-04-01 | 609.033739232981 |
| 2018-05-01 | 612.394105568775 |
| 2018-06-01 | 616.296283055821 |
| 2018-07-01 | 617.037637272534 |
| 2018-08-01 | 619.169926214573 |
| 2018-09-01 | 619.085612408950 |
| 2018-10-01 | 620.823897119528 |
| 2018-11-01 | 622.256848727014 |
| 2018-12-01 | 624.592500755827 |
| 2019-01-01 | 624.759197458269 |
| 2019-02-01 | 626.447671908114 |
| 2019-03-01 | 627.860414067256 |
| 2019-04-01 | 632.349275395373 |
| 2019-05-01 | 633.876915442899 |
| 2019-06-01 | 636.719869068681 |
| 2019-07-01 | 638.886070169418 |
| 2019-08-01 | 642.075347850023 |
| 2019-09-01 | 643.230513641315 |
| 2019-10-01 | 645.316646037122 |
| 2019-11-01 | 648.336341079772 |
| 2019-12-01 | 649.060116071012 |
| 2020-01-01 | 652.590905910131 |
| 2020-02-01 | 655.202643169678 |
| 2020-03-01 | 653.398657449746 |
| 2020-04-01 | 597.234938548856 |
| 2020-05-01 | 602.030086070501 |
| 2020-06-01 | 606.485813571271 |
| 2020-07-01 | 612.573655780922 |
| 2020-08-01 | 618.593293051660 |
| 2020-09-01 | 619.169035416767 |
| 2020-10-01 | 628.400071526161 |
| 2020-11-01 | 633.460911447090 |
| 2020-12-01 | 643.144614670781 |
| 2021-01-01 | 650.763269227876 |
| 2021-02-01 | 648.605896444331 |
| 2021-03-01 | 660.554536143107 |
| 2021-04-01 | 666.604410591911 |
| 2021-05-01 | 673.848641008986 |
| 2021-06-01 | 679.925267082964 |
| 2021-07-01 | 688.475022917202 |
| 2021-08-01 | 692.274890054470 |
| 2021-09-01 | 703.418943533674 |
| 2021-10-01 | 717.960994875242 |
| 2021-11-01 | 722.172577033483 |
| 2021-12-01 | 729.338599164768 |
| 2022-01-01 | 734.616074244069 |
| 2022-02-01 | 743.150338114981 |
| 2022-03-01 | 749.004739927331 |
| 2022-04-01 | 756.568368961372 |
| 2022-05-01 | 761.379912780646 |
| 2022-06-01 | 765.256429350381 |
| 2022-07-01 | 772.749480969670 |
| 2022-08-01 | 775.379427989434 |
| 2022-09-01 | 778.776991119103 |
| 2022-10-01 | 781.383368983629 |
| 2022-11-01 | 780.510569315104 |
| 2022-12-01 | 779.516048340375 |
| 2023-01-01 | 782.351985101121 |
| 2023-02-01 | 780.137711825659 |
| 2023-03-01 | 781.557134825184 |
| 2023-04-01 | 780.491780023602 |
| 2023-05-01 | 778.060815326034 |
| 2023-06-01 | 777.797251869730 |
| 2023-07-01 | 776.952473932391 |
| 2023-08-01 | 774.669185062209 |
| 2023-09-01 | 774.204304415600 |
| 2023-10-01 | 772.465098907652 |
| 2023-11-01 | 773.245371794091 |
| 2023-12-01 | 768.717421011344 |
| 2024-01-01 | 778.348916201958 |
| 2024-02-01 | 777.299925353393 |
| 2024-03-01 | 774.404629067907 |
| 2024-04-01 | 774.765676693505 |
| 2024-05-01 | 776.568778385958 |
| 2024-06-01 | 776.767737423477 |
| 2024-07-01 | 775.177739895761 |
| 2024-08-01 | 779.595577921236 |
| 2024-09-01 | 776.375201093978 |
| 2024-10-01 | 775.797038706179 |
| 2024-11-01 | 773.162092589598 |
| 2024-12-01 | 781.065546493219 |
| 2025-01-01 | 775.138141674093 |
| 2025-02-01 | 772.789057234065 |
| 2025-03-01 | 772.434995196288 |
| 2025-04-01 | 771.991352896875 |
| 2025-05-01 | 770.274638731880 |
| 2025-06-01 | 767.706131207701 |
| 2025-07-01 | 765.345285096624 |
| 2025-08-01 | 763.571452958705 |
| 2025-09-01 | 766.635396533743 |