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 2026-05-01 |
| Last Updated | 2026-06-24 10:08 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 | 198.184255141966 |
| 1990-02-01 | 198.972538125322 |
| 1990-03-01 | 199.363656952091 |
| 1990-04-01 | 199.177465741899 |
| 1990-05-01 | 199.730989704844 |
| 1990-06-01 | 202.935052814184 |
| 1990-07-01 | 204.400939497185 |
| 1990-08-01 | 207.005236780748 |
| 1990-09-01 | 208.357237061097 |
| 1990-10-01 | 206.856976278042 |
| 1990-11-01 | 210.162635861046 |
| 1990-12-01 | 212.633508300796 |
| 1991-01-01 | 208.775509190470 |
| 1991-02-01 | 209.472278324313 |
| 1991-03-01 | 209.228826968622 |
| 1991-04-01 | 207.275947406158 |
| 1991-05-01 | 208.388755610256 |
| 1991-06-01 | 208.319383028074 |
| 1991-07-01 | 207.728123366779 |
| 1991-08-01 | 208.797209247870 |
| 1991-09-01 | 207.939204240914 |
| 1991-10-01 | 208.375261596007 |
| 1991-11-01 | 208.930076019466 |
| 1991-12-01 | 209.439288673877 |
| 1992-01-01 | 211.225964283573 |
| 1992-02-01 | 211.636515174208 |
| 1992-03-01 | 212.444239200186 |
| 1992-04-01 | 214.187326548107 |
| 1992-05-01 | 214.977923640558 |
| 1992-06-01 | 215.128082998167 |
| 1992-07-01 | 215.835113360997 |
| 1992-08-01 | 215.352383118001 |
| 1992-09-01 | 216.411985797113 |
| 1992-10-01 | 218.833149031984 |
| 1992-11-01 | 219.210052573752 |
| 1992-12-01 | 220.306584977055 |
| 1993-01-01 | 220.949074075048 |
| 1993-02-01 | 222.548162804823 |
| 1993-03-01 | 222.048854459595 |
| 1993-04-01 | 226.526114383944 |
| 1993-05-01 | 228.394462586699 |
| 1993-06-01 | 230.058733466550 |
| 1993-07-01 | 233.447691891211 |
| 1993-08-01 | 234.250841869451 |
| 1993-09-01 | 237.760443805126 |
| 1993-10-01 | 238.658235559856 |
| 1993-11-01 | 239.137080053395 |
| 1993-12-01 | 241.577198141474 |
| 1994-01-01 | 243.760473434144 |
| 1994-02-01 | 243.732619928314 |
| 1994-03-01 | 244.437446327898 |
| 1994-04-01 | 249.232290870372 |
| 1994-05-01 | 248.146295155961 |
| 1994-06-01 | 249.410377698603 |
| 1994-07-01 | 258.342097029241 |
| 1994-08-01 | 259.550344179393 |
| 1994-09-01 | 261.006463322126 |
| 1994-10-01 | 258.097244493674 |
| 1994-11-01 | 260.388367728603 |
| 1994-12-01 | 261.414235582961 |
| 1995-01-01 | 261.154253676509 |
| 1995-02-01 | 264.357562388570 |
| 1995-03-01 | 266.273664360675 |
| 1995-04-01 | 264.906835535193 |
| 1995-05-01 | 266.193214741124 |
| 1995-06-01 | 266.417650782781 |
| 1995-07-01 | 266.228314535283 |
| 1995-08-01 | 269.312770201400 |
| 1995-09-01 | 270.676771158625 |
| 1995-10-01 | 274.300796335966 |
| 1995-11-01 | 278.004073328370 |
| 1995-12-01 | 279.404262905508 |
| 1996-01-01 | 281.889982321327 |
| 1996-02-01 | 284.573018002573 |
| 1996-03-01 | 285.918541103798 |
| 1996-04-01 | 289.045572678568 |
| 1996-05-01 | 291.890884137908 |
| 1996-06-01 | 291.849419607489 |
| 1996-07-01 | 299.032956014768 |
| 1996-08-01 | 302.367047933389 |
| 1996-09-01 | 303.882014707956 |
| 1996-10-01 | 306.619979991189 |
| 1996-11-01 | 310.076514752373 |
| 1996-12-01 | 310.376761440480 |
| 1997-01-01 | 310.491173545187 |
| 1997-02-01 | 313.023572930868 |
| 1997-03-01 | 317.218362759663 |
| 1997-04-01 | 322.501693773021 |
| 1997-05-01 | 324.484882917241 |
| 1997-06-01 | 327.261152030070 |
| 1997-07-01 | 325.455717613827 |
| 1997-08-01 | 330.095651947449 |
| 1997-09-01 | 334.736970156636 |
| 1997-10-01 | 335.189802934241 |
| 1997-11-01 | 337.478698694571 |
| 1997-12-01 | 340.079580587797 |
| 1998-01-01 | 344.048696159916 |
| 1998-02-01 | 344.502580935686 |
| 1998-03-01 | 345.534478450747 |
| 1998-04-01 | 346.155517704707 |
| 1998-05-01 | 347.613044974172 |
| 1998-06-01 | 350.621996801346 |
| 1998-07-01 | 352.709226538499 |
| 1998-08-01 | 353.212783969788 |
| 1998-09-01 | 354.765059281134 |
| 1998-10-01 | 358.868996649101 |
| 1998-11-01 | 359.463597671530 |
| 1998-12-01 | 363.223021955134 |
| 1999-01-01 | 366.124623683219 |
| 1999-02-01 | 370.356540689910 |
| 1999-03-01 | 373.228158224328 |
| 1999-04-01 | 371.539404257826 |
| 1999-05-01 | 370.288573674182 |
| 1999-06-01 | 373.625873630481 |
| 1999-07-01 | 377.258965454509 |
| 1999-08-01 | 378.637043176556 |
| 1999-09-01 | 379.942563475758 |
| 1999-10-01 | 380.824812207164 |
| 1999-11-01 | 382.312796130522 |
| 1999-12-01 | 385.101639456520 |
| 2000-01-01 | 389.051306085138 |
| 2000-02-01 | 390.760410372253 |
| 2000-03-01 | 393.418133587008 |
| 2000-04-01 | 394.947241290118 |
| 2000-05-01 | 396.986883957077 |
| 2000-06-01 | 403.502661445794 |
| 2000-07-01 | 401.932337591344 |
| 2000-08-01 | 403.767971471216 |
| 2000-09-01 | 408.125123913937 |
| 2000-10-01 | 405.020343682677 |
| 2000-11-01 | 405.299754380908 |
| 2000-12-01 | 405.012990615831 |
| 2001-01-01 | 402.510546666902 |
| 2001-02-01 | 401.904671671020 |
| 2001-03-01 | 400.415162560665 |
| 2001-04-01 | 397.540255552039 |
| 2001-05-01 | 396.263267339990 |
| 2001-06-01 | 393.832029195029 |
| 2001-07-01 | 389.296565117975 |
| 2001-08-01 | 387.825065888187 |
| 2001-09-01 | 384.264735320190 |
| 2001-10-01 | 374.607795763523 |
| 2001-11-01 | 372.583414070004 |
| 2001-12-01 | 370.434124532841 |
| 2002-01-01 | 370.111977966175 |
| 2002-02-01 | 368.310447972855 |
| 2002-03-01 | 367.854332091629 |
| 2002-04-01 | 367.185911747346 |
| 2002-05-01 | 368.385170439835 |
| 2002-06-01 | 366.925858504862 |
| 2002-07-01 | 366.049049717873 |
| 2002-08-01 | 367.839375239676 |
| 2002-09-01 | 367.066613452941 |
| 2002-10-01 | 365.128955210030 |
| 2002-11-01 | 365.042237826542 |
| 2002-12-01 | 363.190466765959 |
| 2003-01-01 | 362.759021291755 |
| 2003-02-01 | 360.982985252695 |
| 2003-03-01 | 360.792240730313 |
| 2003-04-01 | 361.557142196394 |
| 2003-05-01 | 362.146743588868 |
| 2003-06-01 | 362.370759725280 |
| 2003-07-01 | 364.101885512308 |
| 2003-08-01 | 365.121138587311 |
| 2003-09-01 | 366.616365885930 |
| 2003-10-01 | 368.116559737046 |
| 2003-11-01 | 370.235325975023 |
| 2003-12-01 | 373.960416914269 |
| 2004-01-01 | 374.719307911741 |
| 2004-02-01 | 375.904465016297 |
| 2004-03-01 | 377.475495986419 |
| 2004-04-01 | 379.930988288849 |
| 2004-05-01 | 380.465485633963 |
| 2004-06-01 | 381.241245951518 |
| 2004-07-01 | 383.918844506212 |
| 2004-08-01 | 383.879033270009 |
| 2004-09-01 | 382.667705952081 |
| 2004-10-01 | 388.203975552978 |
| 2004-11-01 | 386.859922265060 |
| 2004-12-01 | 387.883632947441 |
| 2005-01-01 | 388.208934561038 |
| 2005-02-01 | 391.135796842529 |
| 2005-03-01 | 392.337936263830 |
| 2005-04-01 | 398.043872030101 |
| 2005-05-01 | 397.732943094978 |
| 2005-06-01 | 399.333876104135 |
| 2005-07-01 | 403.643495837846 |
| 2005-08-01 | 404.166363961836 |
| 2005-09-01 | 407.701746516210 |
| 2005-10-01 | 412.039853040499 |
| 2005-11-01 | 413.797177198677 |
| 2005-12-01 | 415.959017518258 |
| 2006-01-01 | 418.879036287915 |
| 2006-02-01 | 420.882311713906 |
| 2006-03-01 | 423.865655644785 |
| 2006-04-01 | 425.655221127193 |
| 2006-05-01 | 427.878738710523 |
| 2006-06-01 | 430.101243700211 |
| 2006-07-01 | 430.706616927495 |
| 2006-08-01 | 434.191052096980 |
| 2006-09-01 | 437.278625287199 |
| 2006-10-01 | 437.948283507484 |
| 2006-11-01 | 442.322094837108 |
| 2006-12-01 | 444.769766046986 |
| 2007-01-01 | 446.195060039171 |
| 2007-02-01 | 450.472031384670 |
| 2007-03-01 | 453.777925178117 |
| 2007-04-01 | 452.572291050830 |
| 2007-05-01 | 453.923903061220 |
| 2007-06-01 | 456.866958764814 |
| 2007-07-01 | 455.705085385948 |
| 2007-08-01 | 459.291103475970 |
| 2007-09-01 | 460.837290037871 |
| 2007-10-01 | 463.487661256522 |
| 2007-11-01 | 464.734789424068 |
| 2007-12-01 | 467.730522438892 |
| 2008-01-01 | 468.788806429628 |
| 2008-02-01 | 469.517680721246 |
| 2008-03-01 | 469.672189616446 |
| 2008-04-01 | 467.848450528383 |
| 2008-05-01 | 470.216320024501 |
| 2008-06-01 | 469.419605786238 |
| 2008-07-01 | 467.524362287046 |
| 2008-08-01 | 466.764852641131 |
| 2008-09-01 | 463.742614209606 |
| 2008-10-01 | 460.438874937302 |
| 2008-11-01 | 455.955778949220 |
| 2008-12-01 | 451.383247654220 |
| 2009-01-01 | 445.691443737686 |
| 2009-02-01 | 439.588668312134 |
| 2009-03-01 | 435.425539366522 |
| 2009-04-01 | 430.065651902702 |
| 2009-05-01 | 430.570111873885 |
| 2009-06-01 | 429.625760299996 |
| 2009-07-01 | 429.398808054514 |
| 2009-08-01 | 427.556216263382 |
| 2009-09-01 | 425.046038268739 |
| 2009-10-01 | 427.940322246561 |
| 2009-11-01 | 429.329052103698 |
| 2009-12-01 | 429.838485135127 |
| 2010-01-01 | 431.753268691717 |
| 2010-02-01 | 432.991764973891 |
| 2010-03-01 | 434.506670825290 |
| 2010-04-01 | 437.111776588804 |
| 2010-05-01 | 438.006177706414 |
| 2010-06-01 | 438.839917884378 |
| 2010-07-01 | 441.174602058420 |
| 2010-08-01 | 442.835549441704 |
| 2010-09-01 | 445.437363230420 |
| 2010-10-01 | 448.076295589192 |
| 2010-11-01 | 449.002233348331 |
| 2010-12-01 | 452.403282915342 |
| 2011-01-01 | 454.785805302359 |
| 2011-02-01 | 456.968592138407 |
| 2011-03-01 | 459.770529544975 |
| 2011-04-01 | 463.022768567256 |
| 2011-05-01 | 462.691175266877 |
| 2011-06-01 | 464.058791917299 |
| 2011-07-01 | 466.032633373114 |
| 2011-08-01 | 467.411301519597 |
| 2011-09-01 | 470.941917016884 |
| 2011-10-01 | 469.180164250480 |
| 2011-11-01 | 470.817461626811 |
| 2011-12-01 | 472.389951039014 |
| 2012-01-01 | 475.161168199106 |
| 2012-02-01 | 478.575038191619 |
| 2012-03-01 | 481.850768252586 |
| 2012-04-01 | 483.923728761366 |
| 2012-05-01 | 487.267602849256 |
| 2012-06-01 | 488.103404227188 |
| 2012-07-01 | 483.989104979047 |
| 2012-08-01 | 489.399701674872 |
| 2012-09-01 | 489.552577984123 |
| 2012-10-01 | 491.881531512944 |
| 2012-11-01 | 495.872255853755 |
| 2012-12-01 | 494.511793928162 |
| 2013-01-01 | 492.717606764642 |
| 2013-02-01 | 496.645713371106 |
| 2013-03-01 | 498.473037243147 |
| 2013-04-01 | 497.883628993019 |
| 2013-05-01 | 500.823087413569 |
| 2013-06-01 | 504.218280707445 |
| 2013-07-01 | 505.203307714337 |
| 2013-08-01 | 509.226474209880 |
| 2013-09-01 | 513.511723705735 |
| 2013-10-01 | 514.292872223058 |
| 2013-11-01 | 517.476447667868 |
| 2013-12-01 | 518.358267594607 |
| 2014-01-01 | 519.002679680985 |
| 2014-02-01 | 522.216107003855 |
| 2014-03-01 | 525.911545534539 |
| 2014-04-01 | 529.826803027199 |
| 2014-05-01 | 532.601613374756 |
| 2014-06-01 | 534.751991713441 |
| 2014-07-01 | 536.154288227838 |
| 2014-08-01 | 538.676103349313 |
| 2014-09-01 | 540.391535807614 |
| 2014-10-01 | 542.483542111170 |
| 2014-11-01 | 544.749043144449 |
| 2014-12-01 | 548.006827285115 |
| 2015-01-01 | 551.206314916687 |
| 2015-02-01 | 552.043334803508 |
| 2015-03-01 | 552.417336076899 |
| 2015-04-01 | 554.264273032671 |
| 2015-05-01 | 555.561338630807 |
| 2015-06-01 | 556.173186347912 |
| 2015-07-01 | 560.063296178677 |
| 2015-08-01 | 559.787057595680 |
| 2015-09-01 | 559.316542363011 |
| 2015-10-01 | 563.508221961199 |
| 2015-11-01 | 563.211100434879 |
| 2015-12-01 | 567.305655000044 |
| 2016-01-01 | 570.142538072620 |
| 2016-02-01 | 571.854349988445 |
| 2016-03-01 | 572.017824967566 |
| 2016-04-01 | 575.484613113995 |
| 2016-05-01 | 575.991484316990 |
| 2016-06-01 | 577.225124193072 |
| 2016-07-01 | 580.924567482195 |
| 2016-08-01 | 582.521737537604 |
| 2016-09-01 | 585.838545723443 |
| 2016-10-01 | 583.094000655413 |
| 2016-11-01 | 585.908571241702 |
| 2016-12-01 | 585.840550420983 |
| 2017-01-01 | 587.503732366359 |
| 2017-02-01 | 589.033979924417 |
| 2017-03-01 | 589.995488735448 |
| 2017-04-01 | 588.067085044686 |
| 2017-05-01 | 590.112207101900 |
| 2017-06-01 | 591.604372508299 |
| 2017-07-01 | 589.822361048201 |
| 2017-08-01 | 590.662203385959 |
| 2017-09-01 | 594.740371478242 |
| 2017-10-01 | 596.152231120587 |
| 2017-11-01 | 598.789536666170 |
| 2017-12-01 | 596.784552395178 |
| 2018-01-01 | 601.489135599365 |
| 2018-02-01 | 604.103727498853 |
| 2018-03-01 | 607.730512891063 |
| 2018-04-01 | 609.047062989577 |
| 2018-05-01 | 612.393866230830 |
| 2018-06-01 | 616.254321589756 |
| 2018-07-01 | 617.026582823977 |
| 2018-08-01 | 619.039993036982 |
| 2018-09-01 | 619.160400103546 |
| 2018-10-01 | 620.790025810639 |
| 2018-11-01 | 622.240182921935 |
| 2018-12-01 | 624.622284071120 |
| 2019-01-01 | 624.803876082478 |
| 2019-02-01 | 626.504569633810 |
| 2019-03-01 | 627.926286438497 |
| 2019-04-01 | 632.349293829362 |
| 2019-05-01 | 633.882802004174 |
| 2019-06-01 | 636.659001225434 |
| 2019-07-01 | 638.875802586045 |
| 2019-08-01 | 641.867328042589 |
| 2019-09-01 | 643.339735026525 |
| 2019-10-01 | 645.244349367892 |
| 2019-11-01 | 648.290363146438 |
| 2019-12-01 | 648.909997300826 |
| 2020-01-01 | 652.482887701132 |
| 2020-02-01 | 655.132893462963 |
| 2020-03-01 | 653.219905488591 |
| 2020-04-01 | 596.739614471095 |
| 2020-05-01 | 601.422263391137 |
| 2020-06-01 | 605.774215747762 |
| 2020-07-01 | 611.814858931557 |
| 2020-08-01 | 617.543541190553 |
| 2020-09-01 | 618.433368384752 |
| 2020-10-01 | 627.395326569809 |
| 2020-11-01 | 632.420425681089 |
| 2020-12-01 | 642.232519104429 |
| 2021-01-01 | 649.829577622721 |
| 2021-02-01 | 647.851943496236 |
| 2021-03-01 | 659.338504492474 |
| 2021-04-01 | 665.315140268551 |
| 2021-05-01 | 672.428587953785 |
| 2021-06-01 | 678.219429258911 |
| 2021-07-01 | 686.588676732846 |
| 2021-08-01 | 690.373797450103 |
| 2021-09-01 | 701.615988669216 |
| 2021-10-01 | 715.859431746511 |
| 2021-11-01 | 720.231042615049 |
| 2021-12-01 | 727.524653216782 |
| 2022-01-01 | 733.053241274352 |
| 2022-02-01 | 741.849652985466 |
| 2022-03-01 | 747.222922436503 |
| 2022-04-01 | 754.351521459389 |
| 2022-05-01 | 758.836175428237 |
| 2022-06-01 | 762.166679106236 |
| 2022-07-01 | 769.626782879017 |
| 2022-08-01 | 772.212101911209 |
| 2022-09-01 | 776.058514799150 |
| 2022-10-01 | 778.532091315651 |
| 2022-11-01 | 777.841492526891 |
| 2022-12-01 | 777.067572546143 |
| 2023-01-01 | 780.405910415284 |
| 2023-02-01 | 778.493148186235 |
| 2023-03-01 | 779.134104547315 |
| 2023-04-01 | 777.080338638036 |
| 2023-05-01 | 774.601056050063 |
| 2023-06-01 | 773.272384746855 |
| 2023-07-01 | 772.395275368462 |
| 2023-08-01 | 770.339571926118 |
| 2023-09-01 | 770.441004288706 |
| 2023-10-01 | 768.901036052194 |
| 2023-11-01 | 769.673590955277 |
| 2023-12-01 | 765.802058434402 |
| 2024-01-01 | 775.759262087514 |
| 2024-02-01 | 775.120270820480 |
| 2024-03-01 | 771.288124718960 |
| 2024-04-01 | 770.601135603237 |
| 2024-05-01 | 772.180175263125 |
| 2024-06-01 | 773.063617885163 |
| 2024-07-01 | 767.852584142601 |
| 2024-08-01 | 772.497429063829 |
| 2024-09-01 | 772.986174028070 |
| 2024-10-01 | 774.830779970185 |
| 2024-11-01 | 775.968857559518 |
| 2024-12-01 | 775.411497906338 |
| 2025-01-01 | 773.745549511877 |
| 2025-02-01 | 773.117786761479 |
| 2025-03-01 | 773.861705097541 |
| 2025-04-01 | 777.527051101840 |
| 2025-05-01 | 780.228959469953 |
| 2025-06-01 | 779.377293999291 |
| 2025-07-01 | 779.179414483306 |
| 2025-08-01 | 781.246002783160 |
| 2025-09-01 | 781.704016072973 |
| 2025-10-01 | 776.417410408709 |
| 2025-11-01 | 777.300960045264 |
| 2025-12-01 | 784.410122467145 |
| 2026-01-01 | 787.022388238272 |
| 2026-02-01 | 789.298635509741 |
| 2026-03-01 | 795.547658969655 |
| 2026-04-01 | 793.459574067336 |
| 2026-05-01 | 790.750986140227 |