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 2026-08-01 |
| Last Updated | 2026-09-18 12:09 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 | 198.1842845054 |
| 1990-02-01 | 198.9725447409 |
| 1990-03-01 | 199.3636635742 |
| 1990-04-01 | 199.1775132834 |
| 1990-05-01 | 199.7310280071 |
| 1990-06-01 | 202.9350581567 |
| 1990-07-01 | 204.4009257285 |
| 1990-08-01 | 207.0052088362 |
| 1990-09-01 | 208.3572063209 |
| 1990-10-01 | 206.8569405122 |
| 1990-11-01 | 210.1626199832 |
| 1990-12-01 | 212.6334907110 |
| 1991-01-01 | 208.7755331029 |
| 1991-02-01 | 209.4722875264 |
| 1991-03-01 | 209.2288351370 |
| 1991-04-01 | 207.2760000689 |
| 1991-05-01 | 208.3888133775 |
| 1991-06-01 | 208.3194269459 |
| 1991-07-01 | 207.7280748514 |
| 1991-08-01 | 208.7971640332 |
| 1991-09-01 | 207.9391676045 |
| 1991-10-01 | 208.3752222955 |
| 1991-11-01 | 208.9300566033 |
| 1991-12-01 | 209.4392711261 |
| 1992-01-01 | 211.2259803274 |
| 1992-02-01 | 211.6365325109 |
| 1992-03-01 | 212.4442458862 |
| 1992-04-01 | 214.1873931476 |
| 1992-05-01 | 214.9780042320 |
| 1992-06-01 | 215.1281720428 |
| 1992-07-01 | 215.8350271599 |
| 1992-08-01 | 215.3523164292 |
| 1992-09-01 | 216.4119381736 |
| 1992-10-01 | 218.8331048653 |
| 1992-11-01 | 219.2100276268 |
| 1992-12-01 | 220.3065657896 |
| 1993-01-01 | 220.9490771409 |
| 1993-02-01 | 222.5481892507 |
| 1993-03-01 | 222.0488611761 |
| 1993-04-01 | 226.5261887403 |
| 1993-05-01 | 228.3945663934 |
| 1993-06-01 | 230.0588825849 |
| 1993-07-01 | 233.4475601749 |
| 1993-08-01 | 234.2507538590 |
| 1993-09-01 | 237.7603938036 |
| 1993-10-01 | 238.6581967418 |
| 1993-11-01 | 239.1370378100 |
| 1993-12-01 | 241.5771790641 |
| 1994-01-01 | 243.7604602412 |
| 1994-02-01 | 243.7326488224 |
| 1994-03-01 | 244.4374449072 |
| 1994-04-01 | 249.2323705952 |
| 1994-05-01 | 248.1464080165 |
| 1994-06-01 | 249.4105481836 |
| 1994-07-01 | 258.3419582629 |
| 1994-08-01 | 259.5502304778 |
| 1994-09-01 | 261.0064952236 |
| 1994-10-01 | 258.0971986063 |
| 1994-11-01 | 260.3883116954 |
| 1994-12-01 | 261.4142331774 |
| 1995-01-01 | 261.1541435529 |
| 1995-02-01 | 264.3575984186 |
| 1995-03-01 | 266.2736605319 |
| 1995-04-01 | 264.9068967437 |
| 1995-05-01 | 266.1933192378 |
| 1995-06-01 | 266.4178349601 |
| 1995-07-01 | 266.2281869349 |
| 1995-08-01 | 269.3126595457 |
| 1995-09-01 | 270.6769295250 |
| 1995-10-01 | 274.3007668990 |
| 1995-11-01 | 278.0040107244 |
| 1995-12-01 | 279.4042798021 |
| 1996-01-01 | 281.8897627828 |
| 1996-02-01 | 284.5729826222 |
| 1996-03-01 | 285.9184914605 |
| 1996-04-01 | 289.0455947993 |
| 1996-05-01 | 291.8909839417 |
| 1996-06-01 | 291.8495800282 |
| 1996-07-01 | 299.0329495534 |
| 1996-08-01 | 302.3670363522 |
| 1996-09-01 | 303.8823839166 |
| 1996-10-01 | 306.6199571964 |
| 1996-11-01 | 310.0764022867 |
| 1996-12-01 | 310.3767153815 |
| 1997-01-01 | 310.4907541982 |
| 1997-02-01 | 313.0233997805 |
| 1997-03-01 | 317.2182255737 |
| 1997-04-01 | 322.5016453330 |
| 1997-05-01 | 324.4850131118 |
| 1997-06-01 | 327.2613335881 |
| 1997-07-01 | 325.4559696517 |
| 1997-08-01 | 330.0958553388 |
| 1997-09-01 | 334.7378291722 |
| 1997-10-01 | 335.1896852548 |
| 1997-11-01 | 337.4783582063 |
| 1997-12-01 | 340.0792799295 |
| 1998-01-01 | 344.0480363282 |
| 1998-02-01 | 344.5021509333 |
| 1998-03-01 | 345.5341531794 |
| 1998-04-01 | 346.1553658571 |
| 1998-05-01 | 347.6132731180 |
| 1998-06-01 | 350.6222447204 |
| 1998-07-01 | 352.7098970949 |
| 1998-08-01 | 353.2135857957 |
| 1998-09-01 | 354.7672449302 |
| 1998-10-01 | 358.8678967251 |
| 1998-11-01 | 359.4626458694 |
| 1998-12-01 | 363.2223109461 |
| 1999-01-01 | 366.1236265601 |
| 1999-02-01 | 370.3558620950 |
| 1999-03-01 | 373.2277684442 |
| 1999-04-01 | 371.5393544097 |
| 1999-05-01 | 370.2886185528 |
| 1999-06-01 | 373.6265134975 |
| 1999-07-01 | 377.2602581275 |
| 1999-08-01 | 378.6383660429 |
| 1999-09-01 | 379.9462239009 |
| 1999-10-01 | 380.8226249002 |
| 1999-11-01 | 382.3110602513 |
| 1999-12-01 | 385.1003528725 |
| 2000-01-01 | 389.0500330511 |
| 2000-02-01 | 390.7594919696 |
| 2000-03-01 | 393.4177280547 |
| 2000-04-01 | 394.9473809760 |
| 2000-05-01 | 396.9867334006 |
| 2000-06-01 | 403.5037891897 |
| 2000-07-01 | 401.9342830813 |
| 2000-08-01 | 403.7698575623 |
| 2000-09-01 | 408.1300533162 |
| 2000-10-01 | 405.0170350627 |
| 2000-11-01 | 405.2973013226 |
| 2000-12-01 | 405.0110236424 |
| 2001-01-01 | 402.5091399292 |
| 2001-02-01 | 401.9037300180 |
| 2001-03-01 | 400.4149273970 |
| 2001-04-01 | 397.5406797594 |
| 2001-05-01 | 396.2628310727 |
| 2001-06-01 | 393.8334389366 |
| 2001-07-01 | 389.2989419556 |
| 2001-08-01 | 387.8267617763 |
| 2001-09-01 | 384.2694079011 |
| 2001-10-01 | 374.6046059823 |
| 2001-11-01 | 372.5810306584 |
| 2001-12-01 | 370.4319798744 |
| 2002-01-01 | 370.1107740838 |
| 2002-02-01 | 368.3096966000 |
| 2002-03-01 | 367.8542218338 |
| 2002-04-01 | 367.1864349139 |
| 2002-05-01 | 368.3847327776 |
| 2002-06-01 | 366.9271378573 |
| 2002-07-01 | 366.0513219491 |
| 2002-08-01 | 367.8409178173 |
| 2002-09-01 | 367.0706805339 |
| 2002-10-01 | 365.1258173464 |
| 2002-11-01 | 365.0400929598 |
| 2002-12-01 | 363.1883908526 |
| 2003-01-01 | 362.7580247672 |
| 2003-02-01 | 360.9824862556 |
| 2003-03-01 | 360.7923321289 |
| 2003-04-01 | 361.5577976751 |
| 2003-05-01 | 362.1461835409 |
| 2003-06-01 | 362.3718503568 |
| 2003-07-01 | 364.1040125774 |
| 2003-08-01 | 365.1221471927 |
| 2003-09-01 | 366.6191594324 |
| 2003-10-01 | 368.1142150532 |
| 2003-11-01 | 370.2337613309 |
| 2003-12-01 | 373.9586489365 |
| 2004-01-01 | 374.7185590668 |
| 2004-02-01 | 375.9041394375 |
| 2004-03-01 | 377.4756779924 |
| 2004-04-01 | 379.9315800813 |
| 2004-05-01 | 380.4650763778 |
| 2004-06-01 | 381.2419889538 |
| 2004-07-01 | 383.9205834363 |
| 2004-08-01 | 383.8797479944 |
| 2004-09-01 | 382.6691488914 |
| 2004-10-01 | 388.2024782518 |
| 2004-11-01 | 386.8590054491 |
| 2004-12-01 | 387.8822858928 |
| 2005-01-01 | 388.2084826233 |
| 2005-02-01 | 391.1356420019 |
| 2005-03-01 | 392.3381733500 |
| 2005-04-01 | 398.0443007212 |
| 2005-05-01 | 397.7327158359 |
| 2005-06-01 | 399.3342037904 |
| 2005-07-01 | 403.6448340478 |
| 2005-08-01 | 404.1666440183 |
| 2005-09-01 | 407.7021163656 |
| 2005-10-01 | 412.0391891673 |
| 2005-11-01 | 413.7968218653 |
| 2005-12-01 | 415.9581706053 |
| 2006-01-01 | 418.8787855114 |
| 2006-02-01 | 420.8822335716 |
| 2006-03-01 | 423.8658337795 |
| 2006-04-01 | 425.6554045132 |
| 2006-05-01 | 427.8787619609 |
| 2006-06-01 | 430.1012311349 |
| 2006-07-01 | 430.7074219809 |
| 2006-08-01 | 434.1913658804 |
| 2006-09-01 | 437.2787307780 |
| 2006-10-01 | 437.9477277077 |
| 2006-11-01 | 442.3219332679 |
| 2006-12-01 | 444.7693643894 |
| 2007-01-01 | 446.1949421661 |
| 2007-02-01 | 450.4719867897 |
| 2007-03-01 | 453.7781091838 |
| 2007-04-01 | 452.5723895302 |
| 2007-05-01 | 453.9238777016 |
| 2007-06-01 | 456.8668969939 |
| 2007-07-01 | 455.7056132938 |
| 2007-08-01 | 459.2912722508 |
| 2007-09-01 | 460.8373041826 |
| 2007-10-01 | 463.4872569896 |
| 2007-11-01 | 464.7346900919 |
| 2007-12-01 | 467.7304154820 |
| 2008-01-01 | 468.7887206635 |
| 2008-02-01 | 469.5176365263 |
| 2008-03-01 | 469.6723653248 |
| 2008-04-01 | 467.8484811896 |
| 2008-05-01 | 470.2162934138 |
| 2008-06-01 | 469.4195886433 |
| 2008-07-01 | 467.5246285990 |
| 2008-08-01 | 466.7649577233 |
| 2008-09-01 | 463.7425679046 |
| 2008-10-01 | 460.4386941137 |
| 2008-11-01 | 455.9557089405 |
| 2008-12-01 | 451.3831862418 |
| 2009-01-01 | 445.6914046204 |
| 2009-02-01 | 439.5886579209 |
| 2009-03-01 | 435.4256623420 |
| 2009-04-01 | 430.0656467672 |
| 2009-05-01 | 430.5701052187 |
| 2009-06-01 | 429.6257523119 |
| 2009-07-01 | 429.3989493036 |
| 2009-08-01 | 427.5562083430 |
| 2009-09-01 | 425.0460213960 |
| 2009-10-01 | 427.9402425399 |
| 2009-11-01 | 429.3290262989 |
| 2009-12-01 | 429.8384576428 |
| 2010-01-01 | 431.7532597449 |
| 2010-02-01 | 432.9917672886 |
| 2010-03-01 | 434.5067365079 |
| 2010-04-01 | 437.1117753194 |
| 2010-05-01 | 438.0061799428 |
| 2010-06-01 | 438.8399153079 |
| 2010-07-01 | 441.1746340452 |
| 2010-08-01 | 442.8355392302 |
| 2010-09-01 | 445.4373443941 |
| 2010-10-01 | 448.0762770568 |
| 2010-11-01 | 449.0022275859 |
| 2010-12-01 | 452.4032715934 |
| 2011-01-01 | 454.7858122598 |
| 2011-02-01 | 456.9686044764 |
| 2011-03-01 | 459.7705456874 |
| 2011-04-01 | 463.0227796849 |
| 2011-05-01 | 462.6911885569 |
| 2011-06-01 | 464.0587880833 |
| 2011-07-01 | 466.0326063359 |
| 2011-08-01 | 467.4112807304 |
| 2011-09-01 | 470.9418957069 |
| 2011-10-01 | 469.1801566823 |
| 2011-11-01 | 470.8174870053 |
| 2011-12-01 | 472.3899662932 |
| 2012-01-01 | 475.1611956458 |
| 2012-02-01 | 478.5750537109 |
| 2012-03-01 | 481.8507798549 |
| 2012-04-01 | 483.9237337699 |
| 2012-05-01 | 487.2676058199 |
| 2012-06-01 | 488.1033916974 |
| 2012-07-01 | 483.9890149093 |
| 2012-08-01 | 489.3996870608 |
| 2012-09-01 | 489.5524876528 |
| 2012-10-01 | 491.8815379407 |
| 2012-11-01 | 495.8723955584 |
| 2012-12-01 | 494.5118409396 |
| 2013-01-01 | 492.7176659726 |
| 2013-02-01 | 496.6457453362 |
| 2013-03-01 | 498.4730376669 |
| 2013-04-01 | 497.8835974929 |
| 2013-05-01 | 500.8230445368 |
| 2013-06-01 | 504.2182405471 |
| 2013-07-01 | 505.2031515726 |
| 2013-08-01 | 509.2264818463 |
| 2013-09-01 | 513.5115106756 |
| 2013-10-01 | 514.2929417909 |
| 2013-11-01 | 517.4767364100 |
| 2013-12-01 | 518.3583633786 |
| 2014-01-01 | 519.0028088213 |
| 2014-02-01 | 522.2162285462 |
| 2014-03-01 | 525.9116601886 |
| 2014-04-01 | 529.8263623042 |
| 2014-05-01 | 532.6016921626 |
| 2014-06-01 | 534.7516994567 |
| 2014-07-01 | 536.1541004496 |
| 2014-08-01 | 538.6761260599 |
| 2014-09-01 | 540.3911794483 |
| 2014-10-01 | 542.4836922062 |
| 2014-11-01 | 544.7495586115 |
| 2014-12-01 | 548.0070857135 |
| 2015-01-01 | 551.2065992874 |
| 2015-02-01 | 552.0436210576 |
| 2015-03-01 | 552.4176525611 |
| 2015-04-01 | 554.2634021405 |
| 2015-05-01 | 555.5616666834 |
| 2015-06-01 | 556.1727048802 |
| 2015-07-01 | 560.0629312717 |
| 2015-08-01 | 559.7863661971 |
| 2015-09-01 | 559.3152930368 |
| 2015-10-01 | 563.5081235811 |
| 2015-11-01 | 563.2122341143 |
| 2015-12-01 | 567.3071415731 |
| 2016-01-01 | 570.1439458033 |
| 2016-02-01 | 571.8551209362 |
| 2016-03-01 | 572.0182259943 |
| 2016-04-01 | 575.4829246616 |
| 2016-05-01 | 575.9921232304 |
| 2016-06-01 | 577.2245871417 |
| 2016-07-01 | 580.9237114257 |
| 2016-08-01 | 582.5189008653 |
| 2016-09-01 | 585.8346978472 |
| 2016-10-01 | 583.0928766727 |
| 2016-11-01 | 585.9111117196 |
| 2016-12-01 | 585.8452562845 |
| 2017-01-01 | 587.5086209384 |
| 2017-02-01 | 589.0367032170 |
| 2017-03-01 | 589.9940554544 |
| 2017-04-01 | 588.0645455515 |
| 2017-05-01 | 590.1126031337 |
| 2017-06-01 | 591.6024251832 |
| 2017-07-01 | 589.8196146300 |
| 2017-08-01 | 590.6726334005 |
| 2017-09-01 | 594.7108882483 |
| 2017-10-01 | 596.1509487056 |
| 2017-11-01 | 598.7903010600 |
| 2017-12-01 | 596.8148055529 |
| 2018-01-01 | 601.4915582562 |
| 2018-02-01 | 604.1051752075 |
| 2018-03-01 | 607.7272354413 |
| 2018-04-01 | 609.0426300668 |
| 2018-05-01 | 612.3921610444 |
| 2018-06-01 | 616.2502664459 |
| 2018-07-01 | 617.0227268263 |
| 2018-08-01 | 619.0645987717 |
| 2018-09-01 | 619.1049480355 |
| 2018-10-01 | 620.7889787821 |
| 2018-11-01 | 622.2415052925 |
| 2018-12-01 | 624.6811158244 |
| 2019-01-01 | 624.8018456771 |
| 2019-02-01 | 626.5012296468 |
| 2019-03-01 | 627.9174711692 |
| 2019-04-01 | 632.3412227166 |
| 2019-05-01 | 633.8783735514 |
| 2019-06-01 | 636.6558186075 |
| 2019-07-01 | 638.8730086331 |
| 2019-08-01 | 641.9107808724 |
| 2019-09-01 | 643.2603631078 |
| 2019-10-01 | 645.2471421551 |
| 2019-11-01 | 648.2933906368 |
| 2019-12-01 | 648.9964484449 |
| 2020-01-01 | 652.4692758958 |
| 2020-02-01 | 655.1165992529 |
| 2020-03-01 | 653.2015464621 |
| 2020-04-01 | 596.7271609725 |
| 2020-05-01 | 601.4172997517 |
| 2020-06-01 | 605.7768564055 |
| 2020-07-01 | 611.8173997357 |
| 2020-08-01 | 617.5911369128 |
| 2020-09-01 | 618.3651461033 |
| 2020-10-01 | 627.4008682307 |
| 2020-11-01 | 632.4304385298 |
| 2020-12-01 | 642.3173490639 |
| 2021-01-01 | 649.8222895217 |
| 2021-02-01 | 647.7570675318 |
| 2021-03-01 | 659.3392643865 |
| 2021-04-01 | 665.3169304227 |
| 2021-05-01 | 672.4309051882 |
| 2021-06-01 | 678.2248931488 |
| 2021-07-01 | 686.6385302581 |
| 2021-08-01 | 690.4202901061 |
| 2021-09-01 | 701.5322155590 |
| 2021-10-01 | 715.8577215032 |
| 2021-11-01 | 720.2349532807 |
| 2021-12-01 | 727.5999252156 |
| 2022-01-01 | 733.0373781223 |
| 2022-02-01 | 741.6527225676 |
| 2022-03-01 | 747.2707182050 |
| 2022-04-01 | 754.4080250623 |
| 2022-05-01 | 758.8672435395 |
| 2022-06-01 | 762.2018399148 |
| 2022-07-01 | 769.7410971130 |
| 2022-08-01 | 772.2126745618 |
| 2022-09-01 | 775.9455997172 |
| 2022-10-01 | 778.5113421490 |
| 2022-11-01 | 777.8219259930 |
| 2022-12-01 | 777.0588424152 |
| 2023-01-01 | 780.3739135168 |
| 2023-02-01 | 778.2154152217 |
| 2023-03-01 | 779.2229635970 |
| 2023-04-01 | 777.3337446428 |
| 2023-05-01 | 774.6675460593 |
| 2023-06-01 | 773.3806258663 |
| 2023-07-01 | 772.5790562594 |
| 2023-08-01 | 770.2599111446 |
| 2023-09-01 | 770.1863907816 |
| 2023-10-01 | 768.8570333480 |
| 2023-11-01 | 769.6125049049 |
| 2023-12-01 | 765.6627587078 |
| 2024-01-01 | 775.7052579431 |
| 2024-02-01 | 774.8761866597 |
| 2024-03-01 | 771.4097180920 |
| 2024-04-01 | 771.0969670945 |
| 2024-05-01 | 772.3872430067 |
| 2024-06-01 | 773.1409184310 |
| 2024-07-01 | 768.0668114944 |
| 2024-08-01 | 772.3162337220 |
| 2024-09-01 | 772.5602207200 |
| 2024-10-01 | 774.7681552667 |
| 2024-11-01 | 775.8741832522 |
| 2024-12-01 | 775.1415322541 |
| 2025-01-01 | 773.6913397576 |
| 2025-02-01 | 772.9041736436 |
| 2025-03-01 | 774.0191204334 |
| 2025-04-01 | 778.3083784648 |
| 2025-05-01 | 780.5963313237 |
| 2025-06-01 | 779.3519163463 |
| 2025-07-01 | 779.4479373418 |
| 2025-08-01 | 780.9682902729 |
| 2025-09-01 | 781.0645451690 |
| 2025-10-01 | 776.3393923226 |
| 2025-11-01 | 777.1772208450 |
| 2025-12-01 | 784.0534440009 |
| 2026-01-01 | 786.9623605428 |
| 2026-02-01 | 789.1690753382 |
| 2026-03-01 | 795.7447369035 |
| 2026-04-01 | 794.4481749024 |
| 2026-05-01 | 793.1070364780 |
| 2026-06-01 | 804.2545026135 |
| 2026-07-01 | 802.8279972674 |
| 2026-08-01 | 805.4306609294 |