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 2026-04-01 |
| Last Updated | 2026-05-26 3:03 PM 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 | 198.184200621918 |
| 1990-02-01 | 198.972521494818 |
| 1990-03-01 | 199.363634162630 |
| 1990-04-01 | 199.177363266355 |
| 1990-05-01 | 199.730909209440 |
| 1990-06-01 | 202.935040335921 |
| 1990-07-01 | 204.400969082627 |
| 1990-08-01 | 207.005297843885 |
| 1990-09-01 | 208.357306369242 |
| 1990-10-01 | 206.857056617483 |
| 1990-11-01 | 210.162665953658 |
| 1990-12-01 | 212.633545983289 |
| 1991-01-01 | 208.775465684409 |
| 1991-02-01 | 209.472256826260 |
| 1991-03-01 | 209.228794574831 |
| 1991-04-01 | 207.275833512481 |
| 1991-05-01 | 208.388635743636 |
| 1991-06-01 | 208.319290946818 |
| 1991-07-01 | 207.728226387150 |
| 1991-08-01 | 208.797306717512 |
| 1991-09-01 | 207.939290494252 |
| 1991-10-01 | 208.375351625256 |
| 1991-11-01 | 208.930113540269 |
| 1991-12-01 | 209.439329652336 |
| 1992-01-01 | 211.225928697159 |
| 1992-02-01 | 211.636479705921 |
| 1992-03-01 | 212.444196601345 |
| 1992-04-01 | 214.187179925571 |
| 1992-05-01 | 214.977752967217 |
| 1992-06-01 | 215.127896872698 |
| 1992-07-01 | 215.835300780789 |
| 1992-08-01 | 215.352535286451 |
| 1992-09-01 | 216.412111374180 |
| 1992-10-01 | 218.833259250484 |
| 1992-11-01 | 219.210101401932 |
| 1992-12-01 | 220.306625831272 |
| 1993-01-01 | 220.949045150077 |
| 1993-02-01 | 222.548103478493 |
| 1993-03-01 | 222.048791262197 |
| 1993-04-01 | 226.525939658572 |
| 1993-05-01 | 228.394231413840 |
| 1993-06-01 | 230.058430560861 |
| 1993-07-01 | 233.447986157187 |
| 1993-08-01 | 234.251067043387 |
| 1993-09-01 | 237.760620171585 |
| 1993-10-01 | 238.658369223936 |
| 1993-11-01 | 239.137147188835 |
| 1993-12-01 | 241.577224547911 |
| 1994-01-01 | 243.760432211388 |
| 1994-02-01 | 243.732530168201 |
| 1994-03-01 | 244.437366706893 |
| 1994-04-01 | 249.232083787826 |
| 1994-05-01 | 248.146029622496 |
| 1994-06-01 | 249.410023534816 |
| 1994-07-01 | 258.342450955077 |
| 1994-08-01 | 259.550603266285 |
| 1994-09-01 | 261.006710652199 |
| 1994-10-01 | 258.097385495704 |
| 1994-11-01 | 260.388444346500 |
| 1994-12-01 | 261.414253118834 |
| 1995-01-01 | 261.154168126898 |
| 1995-02-01 | 264.357459197578 |
| 1995-03-01 | 266.273574608067 |
| 1995-04-01 | 264.906644939653 |
| 1995-05-01 | 266.192943243153 |
| 1995-06-01 | 266.417265365793 |
| 1995-07-01 | 266.228699904479 |
| 1995-08-01 | 269.313019054130 |
| 1995-09-01 | 270.677047923117 |
| 1995-10-01 | 274.300922924077 |
| 1995-11-01 | 278.004152523735 |
| 1995-12-01 | 279.404261839292 |
| 1996-01-01 | 281.889832224272 |
| 1996-02-01 | 284.572900764699 |
| 1996-03-01 | 285.918457494534 |
| 1996-04-01 | 289.045402770333 |
| 1996-05-01 | 291.890666369336 |
| 1996-06-01 | 291.849117685052 |
| 1996-07-01 | 299.033314842117 |
| 1996-08-01 | 302.367261485607 |
| 1996-09-01 | 303.882329711768 |
| 1996-10-01 | 306.620079187974 |
| 1996-11-01 | 310.076571578026 |
| 1996-12-01 | 310.376734466913 |
| 1997-01-01 | 310.490951402534 |
| 1997-02-01 | 313.023446398500 |
| 1997-03-01 | 317.218271134796 |
| 1997-04-01 | 322.501563276889 |
| 1997-05-01 | 324.484756819999 |
| 1997-06-01 | 327.260971248708 |
| 1997-07-01 | 325.456026264569 |
| 1997-08-01 | 330.095832941838 |
| 1997-09-01 | 334.737345546886 |
| 1997-10-01 | 335.189838276901 |
| 1997-11-01 | 337.478689109885 |
| 1997-12-01 | 340.079485696673 |
| 1998-01-01 | 344.048416763956 |
| 1998-02-01 | 344.502421567326 |
| 1998-03-01 | 345.534362980187 |
| 1998-04-01 | 346.155419763785 |
| 1998-05-01 | 347.613032023227 |
| 1998-06-01 | 350.621989169717 |
| 1998-07-01 | 352.709493311520 |
| 1998-08-01 | 353.213004867005 |
| 1998-09-01 | 354.765676566604 |
| 1998-10-01 | 358.868775840589 |
| 1998-11-01 | 359.463421932465 |
| 1998-12-01 | 363.222849039009 |
| 1999-01-01 | 366.124290598799 |
| 1999-02-01 | 370.356357916360 |
| 1999-03-01 | 373.228040434366 |
| 1999-04-01 | 371.539378277552 |
| 1999-05-01 | 370.288560719647 |
| 1999-06-01 | 373.625990066277 |
| 1999-07-01 | 377.259332329698 |
| 1999-08-01 | 378.637350959284 |
| 1999-09-01 | 379.943453845434 |
| 1999-10-01 | 380.824325955822 |
| 1999-11-01 | 382.312423208637 |
| 1999-12-01 | 385.101343090409 |
| 2000-01-01 | 389.050948386152 |
| 2000-02-01 | 390.760186405255 |
| 2000-03-01 | 393.418027110142 |
| 2000-04-01 | 394.947275371109 |
| 2000-05-01 | 396.986840926536 |
| 2000-06-01 | 403.502914235006 |
| 2000-07-01 | 401.932814201168 |
| 2000-08-01 | 403.768397696604 |
| 2000-09-01 | 408.126262310745 |
| 2000-10-01 | 405.019602579459 |
| 2000-11-01 | 405.299203456060 |
| 2000-12-01 | 405.012547619434 |
| 2001-01-01 | 402.510195547520 |
| 2001-02-01 | 401.904450208037 |
| 2001-03-01 | 400.415100383114 |
| 2001-04-01 | 397.540355217881 |
| 2001-05-01 | 396.263167084887 |
| 2001-06-01 | 393.832350529717 |
| 2001-07-01 | 389.297107163226 |
| 2001-08-01 | 387.825458227933 |
| 2001-09-01 | 384.265789505668 |
| 2001-10-01 | 374.607082994619 |
| 2001-11-01 | 372.582877810438 |
| 2001-12-01 | 370.433640109008 |
| 2002-01-01 | 370.111702202991 |
| 2002-02-01 | 368.310271504062 |
| 2002-03-01 | 367.854301888425 |
| 2002-04-01 | 367.186031384549 |
| 2002-05-01 | 368.385071323690 |
| 2002-06-01 | 366.926146630702 |
| 2002-07-01 | 366.049562526443 |
| 2002-08-01 | 367.839727769024 |
| 2002-09-01 | 367.067526852571 |
| 2002-10-01 | 365.128251833323 |
| 2002-11-01 | 365.041755960458 |
| 2002-12-01 | 363.190001301271 |
| 2003-01-01 | 362.758795401892 |
| 2003-02-01 | 360.982871322781 |
| 2003-03-01 | 360.792259980309 |
| 2003-04-01 | 361.557288898073 |
| 2003-05-01 | 362.146617474770 |
| 2003-06-01 | 362.371003552790 |
| 2003-07-01 | 364.102362808512 |
| 2003-08-01 | 365.121368958056 |
| 2003-09-01 | 366.616992066679 |
| 2003-10-01 | 368.116033727772 |
| 2003-11-01 | 370.234974806999 |
| 2003-12-01 | 373.960022018286 |
| 2004-01-01 | 374.719139307255 |
| 2004-02-01 | 375.904391331808 |
| 2004-03-01 | 377.475536166556 |
| 2004-04-01 | 379.931120419995 |
| 2004-05-01 | 380.465392768950 |
| 2004-06-01 | 381.241412098988 |
| 2004-07-01 | 383.919234311483 |
| 2004-08-01 | 383.879196429603 |
| 2004-09-01 | 382.668029169764 |
| 2004-10-01 | 388.203639577583 |
| 2004-11-01 | 386.859716275713 |
| 2004-12-01 | 387.883332474929 |
| 2005-01-01 | 388.208832657835 |
| 2005-02-01 | 391.135761679390 |
| 2005-03-01 | 392.337989073781 |
| 2005-04-01 | 398.043967835528 |
| 2005-05-01 | 397.732891489829 |
| 2005-06-01 | 399.333949272493 |
| 2005-07-01 | 403.643795968282 |
| 2005-08-01 | 404.166428360762 |
| 2005-09-01 | 407.701829268519 |
| 2005-10-01 | 412.039703935375 |
| 2005-11-01 | 413.797097199392 |
| 2005-12-01 | 415.958828745303 |
| 2006-01-01 | 418.878979680939 |
| 2006-02-01 | 420.882293903072 |
| 2006-03-01 | 423.865695321591 |
| 2006-04-01 | 425.655261994625 |
| 2006-05-01 | 427.878743683940 |
| 2006-06-01 | 430.101240787813 |
| 2006-07-01 | 430.706797752921 |
| 2006-08-01 | 434.191122810339 |
| 2006-09-01 | 437.278649060724 |
| 2006-10-01 | 437.948158787065 |
| 2006-11-01 | 442.322058388666 |
| 2006-12-01 | 444.769676545655 |
| 2007-01-01 | 446.195033423784 |
| 2007-02-01 | 450.472021223638 |
| 2007-03-01 | 453.777966208510 |
| 2007-04-01 | 452.572312953250 |
| 2007-05-01 | 453.923897262358 |
| 2007-06-01 | 456.866944956799 |
| 2007-07-01 | 455.705204055409 |
| 2007-08-01 | 459.291141659910 |
| 2007-09-01 | 460.837293424309 |
| 2007-10-01 | 463.487570661771 |
| 2007-11-01 | 464.734766525288 |
| 2007-12-01 | 467.730498457091 |
| 2008-01-01 | 468.788787196166 |
| 2008-02-01 | 469.517670755758 |
| 2008-03-01 | 469.672228784424 |
| 2008-04-01 | 467.848457203954 |
| 2008-05-01 | 470.216314069640 |
| 2008-06-01 | 469.419602200024 |
| 2008-07-01 | 467.524422461612 |
| 2008-08-01 | 466.764876723047 |
| 2008-09-01 | 463.742604408333 |
| 2008-10-01 | 460.438834356729 |
| 2008-11-01 | 455.955761845873 |
| 2008-12-01 | 451.383233755288 |
| 2009-01-01 | 445.691434840994 |
| 2009-02-01 | 439.588665873354 |
| 2009-03-01 | 435.425566809614 |
| 2009-04-01 | 430.065650612489 |
| 2009-05-01 | 430.570109897986 |
| 2009-06-01 | 429.625758866096 |
| 2009-07-01 | 429.398841492906 |
| 2009-08-01 | 427.556214985034 |
| 2009-09-01 | 425.046035551487 |
| 2009-10-01 | 427.940304948215 |
| 2009-11-01 | 429.329042790331 |
| 2009-12-01 | 429.838479469509 |
| 2010-01-01 | 431.753265884317 |
| 2010-02-01 | 432.991765176805 |
| 2010-03-01 | 434.506684843138 |
| 2010-04-01 | 437.111775638297 |
| 2010-05-01 | 438.006177017888 |
| 2010-06-01 | 438.839918319263 |
| 2010-07-01 | 441.174613846644 |
| 2010-08-01 | 442.835549266891 |
| 2010-09-01 | 445.437361334954 |
| 2010-10-01 | 448.076292113298 |
| 2010-11-01 | 449.002225358068 |
| 2010-12-01 | 452.403280228896 |
| 2011-01-01 | 454.785804297347 |
| 2011-02-01 | 456.968593656271 |
| 2011-03-01 | 459.770530796930 |
| 2011-04-01 | 463.022768892362 |
| 2011-05-01 | 462.691176274160 |
| 2011-06-01 | 464.058794714231 |
| 2011-07-01 | 466.032639314982 |
| 2011-08-01 | 467.411305388677 |
| 2011-09-01 | 470.941918081727 |
| 2011-10-01 | 469.180161906480 |
| 2011-11-01 | 470.817452411887 |
| 2011-12-01 | 472.389946770686 |
| 2012-01-01 | 475.161163695140 |
| 2012-02-01 | 478.575036677423 |
| 2012-03-01 | 481.850768593844 |
| 2012-04-01 | 483.923730216777 |
| 2012-05-01 | 487.267606514587 |
| 2012-06-01 | 488.103409757196 |
| 2012-07-01 | 483.989122548778 |
| 2012-08-01 | 489.399704830513 |
| 2012-09-01 | 489.552584512948 |
| 2012-10-01 | 491.881528756208 |
| 2012-11-01 | 495.872224402315 |
| 2012-12-01 | 494.511784783046 |
| 2013-01-01 | 492.717596484526 |
| 2013-02-01 | 496.645708350731 |
| 2013-03-01 | 498.473040173685 |
| 2013-04-01 | 497.883639884882 |
| 2013-05-01 | 500.823102309742 |
| 2013-06-01 | 504.218294414216 |
| 2013-07-01 | 505.203340553130 |
| 2013-08-01 | 509.226478192536 |
| 2013-09-01 | 513.511734287466 |
| 2013-10-01 | 514.292855666057 |
| 2013-11-01 | 517.476387376808 |
| 2013-12-01 | 518.358250012334 |
| 2014-01-01 | 519.002656663824 |
| 2014-02-01 | 522.216086198329 |
| 2014-03-01 | 525.911528582943 |
| 2014-04-01 | 529.826900763477 |
| 2014-05-01 | 532.601606257391 |
| 2014-06-01 | 534.752055785788 |
| 2014-07-01 | 536.154329454703 |
| 2014-08-01 | 538.676108764498 |
| 2014-09-01 | 540.391550426761 |
| 2014-10-01 | 542.483508604225 |
| 2014-11-01 | 544.748939765505 |
| 2014-12-01 | 548.006759867484 |
| 2015-01-01 | 551.206254135546 |
| 2015-02-01 | 552.043282655495 |
| 2015-03-01 | 552.417301916864 |
| 2015-04-01 | 554.264492226897 |
| 2015-05-01 | 555.561350754758 |
| 2015-06-01 | 556.173350135482 |
| 2015-07-01 | 560.063369759713 |
| 2015-08-01 | 559.787091459357 |
| 2015-09-01 | 559.316554714686 |
| 2015-10-01 | 563.508122939662 |
| 2015-11-01 | 563.210887009494 |
| 2015-12-01 | 567.305437355780 |
| 2016-01-01 | 570.142373179242 |
| 2016-02-01 | 571.854263128928 |
| 2016-03-01 | 572.017832540948 |
| 2016-04-01 | 575.485060936584 |
| 2016-05-01 | 575.991621280636 |
| 2016-06-01 | 577.225488880486 |
| 2016-07-01 | 580.924724669932 |
| 2016-08-01 | 582.521802539252 |
| 2016-09-01 | 585.838488989325 |
| 2016-10-01 | 583.093692190727 |
| 2016-11-01 | 585.908083635349 |
| 2016-12-01 | 585.840071195705 |
| 2017-01-01 | 587.503382651618 |
| 2017-02-01 | 589.033738170726 |
| 2017-03-01 | 589.995932844268 |
| 2017-04-01 | 588.067931832146 |
| 2017-05-01 | 590.112580267336 |
| 2017-06-01 | 591.604986686726 |
| 2017-07-01 | 589.822754545191 |
| 2017-08-01 | 590.662142986170 |
| 2017-09-01 | 594.739863345294 |
| 2017-10-01 | 596.151822730740 |
| 2017-11-01 | 598.789034526830 |
| 2017-12-01 | 596.782525740838 |
| 2018-01-01 | 601.488730848460 |
| 2018-02-01 | 604.104568654569 |
| 2018-03-01 | 607.731293066662 |
| 2018-04-01 | 609.048297076084 |
| 2018-05-01 | 612.394641171479 |
| 2018-06-01 | 616.255293526360 |
| 2018-07-01 | 617.027332654539 |
| 2018-08-01 | 619.039244776576 |
| 2018-09-01 | 619.159976022792 |
| 2018-10-01 | 620.787939586515 |
| 2018-11-01 | 622.240008941164 |
| 2018-12-01 | 624.618870878820 |
| 2019-01-01 | 624.803762229233 |
| 2019-02-01 | 626.506835527014 |
| 2019-03-01 | 627.927630621852 |
| 2019-04-01 | 632.350987049875 |
| 2019-05-01 | 633.884281562965 |
| 2019-06-01 | 636.659097118054 |
| 2019-07-01 | 638.877330796412 |
| 2019-08-01 | 641.865871652325 |
| 2019-09-01 | 643.339079760181 |
| 2019-10-01 | 645.240066364599 |
| 2019-11-01 | 648.290542654766 |
| 2019-12-01 | 648.905665659116 |
| 2020-01-01 | 652.484213240988 |
| 2020-02-01 | 655.138026180583 |
| 2020-03-01 | 653.221956611308 |
| 2020-04-01 | 596.741141316246 |
| 2020-05-01 | 601.423837028397 |
| 2020-06-01 | 605.773328631839 |
| 2020-07-01 | 611.817167674577 |
| 2020-08-01 | 617.540882443138 |
| 2020-09-01 | 618.430400027330 |
| 2020-10-01 | 627.385190745047 |
| 2020-11-01 | 632.416842194785 |
| 2020-12-01 | 642.224461537690 |
| 2021-01-01 | 649.835123210326 |
| 2021-02-01 | 647.871219595537 |
| 2021-03-01 | 659.350169458467 |
| 2021-04-01 | 665.324443223520 |
| 2021-05-01 | 672.432641920782 |
| 2021-06-01 | 678.211973713974 |
| 2021-07-01 | 686.592053849596 |
| 2021-08-01 | 690.357273956423 |
| 2021-09-01 | 701.595990966420 |
| 2021-10-01 | 715.828894036177 |
| 2021-11-01 | 720.212715320012 |
| 2021-12-01 | 727.507778494240 |
| 2022-01-01 | 733.071718644999 |
| 2022-02-01 | 741.910714591446 |
| 2022-03-01 | 747.278988819813 |
| 2022-04-01 | 754.402408819832 |
| 2022-05-01 | 758.829531661472 |
| 2022-06-01 | 762.156368846535 |
| 2022-07-01 | 769.618239633154 |
| 2022-08-01 | 772.154317032128 |
| 2022-09-01 | 775.990063144178 |
| 2022-10-01 | 778.462471447371 |
| 2022-11-01 | 777.769027912530 |
| 2022-12-01 | 777.036963961800 |
| 2023-01-01 | 780.448321160189 |
| 2023-02-01 | 778.623158629488 |
| 2023-03-01 | 779.257774189382 |
| 2023-04-01 | 777.358280331610 |
| 2023-05-01 | 774.511555851383 |
| 2023-06-01 | 773.212497150299 |
| 2023-07-01 | 772.404127166689 |
| 2023-08-01 | 770.182328439942 |
| 2023-09-01 | 770.285953010007 |
| 2023-10-01 | 768.787499834581 |
| 2023-11-01 | 769.517446631270 |
| 2023-12-01 | 765.744716307177 |
| 2024-01-01 | 775.827962706246 |
| 2024-02-01 | 775.321493365833 |
| 2024-03-01 | 771.515088602900 |
| 2024-04-01 | 771.184739302913 |
| 2024-05-01 | 772.039168040091 |
| 2024-06-01 | 772.935640965944 |
| 2024-07-01 | 767.868693858980 |
| 2024-08-01 | 772.215170417128 |
| 2024-09-01 | 772.724545659510 |
| 2024-10-01 | 774.666494523800 |
| 2024-11-01 | 775.710429221590 |
| 2024-12-01 | 775.317546564303 |
| 2025-01-01 | 773.835919206394 |
| 2025-02-01 | 773.383864524171 |
| 2025-03-01 | 774.185761304020 |
| 2025-04-01 | 778.470285952228 |
| 2025-05-01 | 780.062819008495 |
| 2025-06-01 | 779.155749618510 |
| 2025-07-01 | 779.212610969461 |
| 2025-08-01 | 780.827007223932 |
| 2025-09-01 | 781.334799503746 |
| 2025-10-01 | 776.206358058692 |
| 2025-11-01 | 776.957300230380 |
| 2025-12-01 | 784.275503704675 |
| 2026-01-01 | 787.125654159590 |
| 2026-02-01 | 789.612637523046 |
| 2026-03-01 | 795.971266320688 |
| 2026-04-01 | 793.861264120546 |