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 2025-11-01 |
| Last Updated | 2026-01-07 10:01 PM 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 | 198.184436611360 |
| 1990-02-01 | 198.972592180578 |
| 1990-03-01 | 199.363730083613 |
| 1990-04-01 | 199.177801761752 |
| 1990-05-01 | 199.731254087570 |
| 1990-06-01 | 202.935093339467 |
| 1990-07-01 | 204.400842282265 |
| 1990-08-01 | 207.005036566996 |
| 1990-09-01 | 208.357010245069 |
| 1990-10-01 | 206.856713337195 |
| 1990-11-01 | 210.162536285532 |
| 1990-12-01 | 212.633384600683 |
| 1991-01-01 | 208.775654325901 |
| 1991-02-01 | 209.472348449696 |
| 1991-03-01 | 209.228930564255 |
| 1991-04-01 | 207.276320731834 |
| 1991-05-01 | 208.389149554296 |
| 1991-06-01 | 208.319685255603 |
| 1991-07-01 | 207.727785120342 |
| 1991-08-01 | 208.796889535032 |
| 1991-09-01 | 207.938922508078 |
| 1991-10-01 | 208.374967425803 |
| 1991-11-01 | 208.929952048804 |
| 1991-12-01 | 209.439154792468 |
| 1992-01-01 | 211.226081642309 |
| 1992-02-01 | 211.636631723772 |
| 1992-03-01 | 212.444373871028 |
| 1992-04-01 | 214.187806610030 |
| 1992-05-01 | 214.978483789624 |
| 1992-06-01 | 215.128694231959 |
| 1992-07-01 | 215.834499046238 |
| 1992-08-01 | 215.351885737076 |
| 1992-09-01 | 216.411577971246 |
| 1992-10-01 | 218.832790705521 |
| 1992-11-01 | 219.209891427723 |
| 1992-12-01 | 220.306450779404 |
| 1993-01-01 | 220.949165295238 |
| 1993-02-01 | 222.548356724483 |
| 1993-03-01 | 222.049052898323 |
| 1993-04-01 | 226.526684280428 |
| 1993-05-01 | 228.395218996171 |
| 1993-06-01 | 230.059730133586 |
| 1993-07-01 | 233.446728999150 |
| 1993-08-01 | 234.250110446116 |
| 1993-09-01 | 237.759878143099 |
| 1993-10-01 | 238.657807428922 |
| 1993-11-01 | 239.136855024457 |
| 1993-12-01 | 241.577108549200 |
| 1994-01-01 | 243.760595699178 |
| 1994-02-01 | 243.732908692419 |
| 1994-03-01 | 244.437692110190 |
| 1994-04-01 | 249.232962748448 |
| 1994-05-01 | 248.147161280563 |
| 1994-06-01 | 249.411541447377 |
| 1994-07-01 | 258.340947266630 |
| 1994-08-01 | 259.549497362206 |
| 1994-09-01 | 261.005713416889 |
| 1994-10-01 | 258.096790826706 |
| 1994-11-01 | 260.388107498332 |
| 1994-12-01 | 261.414180439681 |
| 1995-01-01 | 261.154471558023 |
| 1995-02-01 | 264.357895630536 |
| 1995-03-01 | 266.273940404019 |
| 1995-04-01 | 264.907448730839 |
| 1995-05-01 | 266.194095726268 |
| 1995-06-01 | 266.418916700780 |
| 1995-07-01 | 266.227072596262 |
| 1995-08-01 | 269.311956243761 |
| 1995-09-01 | 270.675983939860 |
| 1995-10-01 | 274.300394145817 |
| 1995-11-01 | 278.003802147682 |
| 1995-12-01 | 279.404273262356 |
| 1996-01-01 | 281.890353068456 |
| 1996-02-01 | 284.573364509100 |
| 1996-03-01 | 285.918778633066 |
| 1996-04-01 | 289.046105638099 |
| 1996-05-01 | 291.891597494360 |
| 1996-06-01 | 291.850418098097 |
| 1996-07-01 | 299.031847077666 |
| 1996-08-01 | 302.366384639569 |
| 1996-09-01 | 303.881198853546 |
| 1996-10-01 | 306.619664930301 |
| 1996-11-01 | 310.076291391549 |
| 1996-12-01 | 310.376825107421 |
| 1997-01-01 | 310.491681915874 |
| 1997-02-01 | 313.023890111296 |
| 1997-03-01 | 317.218587753928 |
| 1997-04-01 | 322.502075499928 |
| 1997-05-01 | 324.485326483872 |
| 1997-06-01 | 327.261786009485 |
| 1997-07-01 | 325.454872530988 |
| 1997-08-01 | 330.095179811578 |
| 1997-09-01 | 334.736175296053 |
| 1997-10-01 | 335.189644509866 |
| 1997-11-01 | 337.478583712112 |
| 1997-12-01 | 340.079746163953 |
| 1998-01-01 | 344.049279288221 |
| 1998-02-01 | 344.502891084368 |
| 1998-03-01 | 345.534697263089 |
| 1998-04-01 | 346.155755472695 |
| 1998-05-01 | 347.613181078267 |
| 1998-06-01 | 350.622125013053 |
| 1998-07-01 | 352.708687303795 |
| 1998-08-01 | 353.212441536077 |
| 1998-09-01 | 354.764079281117 |
| 1998-10-01 | 358.869212843796 |
| 1998-11-01 | 359.463736955554 |
| 1998-12-01 | 363.223254780268 |
| 1999-01-01 | 366.125229618506 |
| 1999-02-01 | 370.356818046427 |
| 1999-03-01 | 373.228356854194 |
| 1999-04-01 | 371.539463225579 |
| 1999-05-01 | 370.288632510729 |
| 1999-06-01 | 373.625784822006 |
| 1999-07-01 | 377.258380279060 |
| 1999-08-01 | 378.636653148167 |
| 1999-09-01 | 379.941364372913 |
| 1999-10-01 | 380.825387460096 |
| 1999-11-01 | 382.313212387080 |
| 1999-12-01 | 385.102009738813 |
| 2000-01-01 | 389.051871269857 |
| 2000-02-01 | 390.760713399068 |
| 2000-03-01 | 393.418290613801 |
| 2000-04-01 | 394.947195076499 |
| 2000-05-01 | 396.986953127237 |
| 2000-06-01 | 403.502358229938 |
| 2000-07-01 | 401.931689707598 |
| 2000-08-01 | 403.767454394687 |
| 2000-09-01 | 408.123696000510 |
| 2000-10-01 | 405.021230949325 |
| 2000-11-01 | 405.300416669518 |
| 2000-12-01 | 405.013525917997 |
| 2001-01-01 | 402.511034948318 |
| 2001-02-01 | 401.904956944909 |
| 2001-03-01 | 400.415254876058 |
| 2001-04-01 | 397.540127257867 |
| 2001-05-01 | 396.263392440127 |
| 2001-06-01 | 393.831633693167 |
| 2001-07-01 | 389.295897535881 |
| 2001-08-01 | 387.824573149074 |
| 2001-09-01 | 384.263458515784 |
| 2001-10-01 | 374.608645833327 |
| 2001-11-01 | 372.584060547867 |
| 2001-12-01 | 370.434712878124 |
| 2002-01-01 | 370.112319514315 |
| 2002-02-01 | 368.310674676698 |
| 2002-03-01 | 367.854378511101 |
| 2002-04-01 | 367.185763669393 |
| 2002-05-01 | 368.385291452203 |
| 2002-06-01 | 366.925510332285 |
| 2002-07-01 | 366.048428091598 |
| 2002-08-01 | 367.838940483273 |
| 2002-09-01 | 367.065514969655 |
| 2002-10-01 | 365.129798240812 |
| 2002-11-01 | 365.042817331900 |
| 2002-12-01 | 363.191026049239 |
| 2003-01-01 | 362.759296618884 |
| 2003-02-01 | 360.983125534686 |
| 2003-03-01 | 360.792219753598 |
| 2003-04-01 | 361.556966515005 |
| 2003-05-01 | 362.146896155822 |
| 2003-06-01 | 362.370468430480 |
| 2003-07-01 | 364.101312087428 |
| 2003-08-01 | 365.120854953166 |
| 2003-09-01 | 366.615615034588 |
| 2003-10-01 | 368.117190978935 |
| 2003-11-01 | 370.235747648745 |
| 2003-12-01 | 373.960888801034 |
| 2004-01-01 | 374.719511282368 |
| 2004-02-01 | 375.904554486224 |
| 2004-03-01 | 377.475448368749 |
| 2004-04-01 | 379.930830630989 |
| 2004-05-01 | 380.465599207778 |
| 2004-06-01 | 381.241047302887 |
| 2004-07-01 | 383.918377314761 |
| 2004-08-01 | 383.878832591542 |
| 2004-09-01 | 382.667318829832 |
| 2004-10-01 | 388.204378942977 |
| 2004-11-01 | 386.860170024906 |
| 2004-12-01 | 387.883991532182 |
| 2005-01-01 | 388.209057577839 |
| 2005-02-01 | 391.135839441659 |
| 2005-03-01 | 392.337872297372 |
| 2005-04-01 | 398.043757232170 |
| 2005-05-01 | 397.733006307347 |
| 2005-06-01 | 399.333789192495 |
| 2005-07-01 | 403.643137299913 |
| 2005-08-01 | 404.166284859052 |
| 2005-09-01 | 407.701647791061 |
| 2005-10-01 | 412.040031708258 |
| 2005-11-01 | 413.797272535639 |
| 2005-12-01 | 415.959241580198 |
| 2006-01-01 | 418.879104070119 |
| 2006-02-01 | 420.882332947672 |
| 2006-03-01 | 423.865606311094 |
| 2006-04-01 | 425.655171081409 |
| 2006-05-01 | 427.878733563519 |
| 2006-06-01 | 430.101249415002 |
| 2006-07-01 | 430.706405560602 |
| 2006-08-01 | 434.190973021171 |
| 2006-09-01 | 437.278604355951 |
| 2006-10-01 | 437.948436149374 |
| 2006-11-01 | 442.322136391758 |
| 2006-12-01 | 444.769863380159 |
| 2007-01-01 | 446.195073832074 |
| 2007-02-01 | 450.472018452277 |
| 2007-03-01 | 453.777850972330 |
| 2007-04-01 | 452.572257744707 |
| 2007-05-01 | 453.923934517299 |
| 2007-06-01 | 456.867021894697 |
| 2007-07-01 | 455.704994572957 |
| 2007-08-01 | 459.291093974558 |
| 2007-09-01 | 460.837304980642 |
| 2007-10-01 | 463.487767404539 |
| 2007-11-01 | 464.734745302074 |
| 2007-12-01 | 467.730515335137 |
| 2008-01-01 | 468.788763815864 |
| 2008-02-01 | 469.517605981459 |
| 2008-03-01 | 469.672066801031 |
| 2008-04-01 | 467.848425809987 |
| 2008-05-01 | 470.216430629278 |
| 2008-06-01 | 469.419784368435 |
| 2008-07-01 | 467.524471319383 |
| 2008-08-01 | 466.764937014902 |
| 2008-09-01 | 463.742617212124 |
| 2008-10-01 | 460.438878678787 |
| 2008-11-01 | 455.955614868634 |
| 2008-12-01 | 451.383159041134 |
| 2009-01-01 | 445.691307888344 |
| 2009-02-01 | 439.588505761649 |
| 2009-03-01 | 435.425349068848 |
| 2009-04-01 | 430.065494409569 |
| 2009-05-01 | 430.570391972003 |
| 2009-06-01 | 429.626189062502 |
| 2009-07-01 | 429.399394090389 |
| 2009-08-01 | 427.556221672189 |
| 2009-09-01 | 425.045988025121 |
| 2009-10-01 | 427.940341771706 |
| 2009-11-01 | 429.328413322924 |
| 2009-12-01 | 429.838364808448 |
| 2010-01-01 | 431.753075799346 |
| 2010-02-01 | 432.991436780401 |
| 2010-03-01 | 434.506302314253 |
| 2010-04-01 | 437.111451644054 |
| 2010-05-01 | 438.006767282792 |
| 2010-06-01 | 438.840851971930 |
| 2010-07-01 | 441.175979998409 |
| 2010-08-01 | 442.835608992213 |
| 2010-09-01 | 445.437187497493 |
| 2010-10-01 | 448.076078265003 |
| 2010-11-01 | 449.000819823462 |
| 2010-12-01 | 452.402927352228 |
| 2011-01-01 | 454.785460055848 |
| 2011-02-01 | 456.968065856737 |
| 2011-03-01 | 459.769930542464 |
| 2011-04-01 | 463.022259322492 |
| 2011-05-01 | 462.692306023866 |
| 2011-06-01 | 464.060660876689 |
| 2011-07-01 | 466.035319153239 |
| 2011-08-01 | 467.411657419427 |
| 2011-09-01 | 470.941490498713 |
| 2011-10-01 | 469.179252135307 |
| 2011-11-01 | 470.814735646455 |
| 2011-12-01 | 472.389183446337 |
| 2012-01-01 | 475.160613864112 |
| 2012-02-01 | 478.574150055416 |
| 2012-03-01 | 481.849938576811 |
| 2012-04-01 | 483.923055419471 |
| 2012-05-01 | 487.268910682043 |
| 2012-06-01 | 488.105786240686 |
| 2012-07-01 | 483.996778889222 |
| 2012-08-01 | 489.400559085089 |
| 2012-09-01 | 489.550063667307 |
| 2012-10-01 | 491.881881225998 |
| 2012-11-01 | 495.862848502247 |
| 2012-12-01 | 494.512051750217 |
| 2013-01-01 | 492.717586346845 |
| 2013-02-01 | 496.644643596315 |
| 2013-03-01 | 498.471702621358 |
| 2013-04-01 | 497.882813394892 |
| 2013-05-01 | 500.824775620390 |
| 2013-06-01 | 504.221440079566 |
| 2013-07-01 | 505.216815716407 |
| 2013-08-01 | 509.228101122075 |
| 2013-09-01 | 513.507743216457 |
| 2013-10-01 | 514.292835990129 |
| 2013-11-01 | 517.460115571629 |
| 2013-12-01 | 518.359557388882 |
| 2014-01-01 | 519.003145759596 |
| 2014-02-01 | 522.215742528380 |
| 2014-03-01 | 525.911200541926 |
| 2014-04-01 | 529.820210837525 |
| 2014-05-01 | 532.602913454622 |
| 2014-06-01 | 534.762726090772 |
| 2014-07-01 | 536.172087192325 |
| 2014-08-01 | 538.677930892236 |
| 2014-09-01 | 540.386584221240 |
| 2014-10-01 | 542.484005095865 |
| 2014-11-01 | 544.726066060498 |
| 2014-12-01 | 548.007705444092 |
| 2015-01-01 | 551.207443653803 |
| 2015-02-01 | 552.043351949648 |
| 2015-03-01 | 552.417143062263 |
| 2015-04-01 | 554.250518003444 |
| 2015-05-01 | 555.562343652381 |
| 2015-06-01 | 556.193222804170 |
| 2015-07-01 | 560.082166697212 |
| 2015-08-01 | 559.790608148671 |
| 2015-09-01 | 559.314190352219 |
| 2015-10-01 | 563.507888091684 |
| 2015-11-01 | 563.188141249452 |
| 2015-12-01 | 567.303427359670 |
| 2016-01-01 | 570.141393975270 |
| 2016-02-01 | 571.851821376362 |
| 2016-03-01 | 572.016111644827 |
| 2016-04-01 | 575.461894931523 |
| 2016-05-01 | 575.991907335722 |
| 2016-06-01 | 577.256296396739 |
| 2016-07-01 | 580.946186026105 |
| 2016-08-01 | 582.528822055089 |
| 2016-09-01 | 585.840238199058 |
| 2016-10-01 | 583.097896558958 |
| 2016-11-01 | 585.889357545617 |
| 2016-12-01 | 585.829404391468 |
| 2017-01-01 | 587.497319205929 |
| 2017-02-01 | 589.025350480441 |
| 2017-03-01 | 589.978700475792 |
| 2017-04-01 | 588.047882339931 |
| 2017-05-01 | 590.113332247371 |
| 2017-06-01 | 591.639428917510 |
| 2017-07-01 | 589.840137980351 |
| 2017-08-01 | 590.716767591729 |
| 2017-09-01 | 594.711306790257 |
| 2017-10-01 | 596.164368627697 |
| 2017-11-01 | 598.788108097336 |
| 2017-12-01 | 596.762926294485 |
| 2018-01-01 | 601.467130127923 |
| 2018-02-01 | 604.078314649079 |
| 2018-03-01 | 607.696641201613 |
| 2018-04-01 | 609.035790843717 |
| 2018-05-01 | 612.396224575794 |
| 2018-06-01 | 616.299189391481 |
| 2018-07-01 | 617.040140840317 |
| 2018-08-01 | 619.153087902416 |
| 2018-09-01 | 619.092627207817 |
| 2018-10-01 | 620.821727995447 |
| 2018-11-01 | 622.257918283264 |
| 2018-12-01 | 624.584710974203 |
| 2019-01-01 | 624.760268122040 |
| 2019-02-01 | 626.453893063222 |
| 2019-03-01 | 627.864218250958 |
| 2019-04-01 | 632.352062887816 |
| 2019-05-01 | 633.879499904816 |
| 2019-06-01 | 636.723464655723 |
| 2019-07-01 | 638.889730617886 |
| 2019-08-01 | 642.046085382530 |
| 2019-09-01 | 643.242672910511 |
| 2019-10-01 | 645.312776125438 |
| 2019-11-01 | 648.339087926203 |
| 2019-12-01 | 649.049563764770 |
| 2020-01-01 | 652.594957162287 |
| 2020-02-01 | 655.215202399980 |
| 2020-03-01 | 653.407440641848 |
| 2020-04-01 | 597.240713336588 |
| 2020-05-01 | 602.032639927789 |
| 2020-06-01 | 606.486348000708 |
| 2020-07-01 | 612.571004098220 |
| 2020-08-01 | 618.550665925643 |
| 2020-09-01 | 619.175811034459 |
| 2020-10-01 | 628.393897462591 |
| 2020-11-01 | 633.469509028256 |
| 2020-12-01 | 643.131019016780 |
| 2021-01-01 | 650.770900441828 |
| 2021-02-01 | 648.647518737019 |
| 2021-03-01 | 660.575180832792 |
| 2021-04-01 | 666.625554388319 |
| 2021-05-01 | 673.855745817585 |
| 2021-06-01 | 679.911364916577 |
| 2021-07-01 | 688.439984704451 |
| 2021-08-01 | 692.211057522362 |
| 2021-09-01 | 703.382486023048 |
| 2021-10-01 | 717.920465616930 |
| 2021-11-01 | 722.256966463568 |
| 2021-12-01 | 729.302662122098 |
| 2022-01-01 | 734.632894350380 |
| 2022-02-01 | 743.249740681111 |
| 2022-03-01 | 749.067843835297 |
| 2022-04-01 | 756.632920900588 |
| 2022-05-01 | 761.407407430004 |
| 2022-06-01 | 765.222241130012 |
| 2022-07-01 | 772.648680298718 |
| 2022-08-01 | 775.238564707894 |
| 2022-09-01 | 778.630521778841 |
| 2022-10-01 | 781.260892063565 |
| 2022-11-01 | 780.756474487215 |
| 2022-12-01 | 779.463109859421 |
| 2023-01-01 | 782.383470400337 |
| 2023-02-01 | 780.332152666609 |
| 2023-03-01 | 781.685446091314 |
| 2023-04-01 | 780.613741894065 |
| 2023-05-01 | 778.119213263851 |
| 2023-06-01 | 777.733551724860 |
| 2023-07-01 | 776.763357253702 |
| 2023-08-01 | 774.432321908577 |
| 2023-09-01 | 773.901394354271 |
| 2023-10-01 | 772.262328189749 |
| 2023-11-01 | 773.706715913065 |
| 2023-12-01 | 768.653569911148 |
| 2024-01-01 | 778.397023367014 |
| 2024-02-01 | 777.576137253911 |
| 2024-03-01 | 774.599182261549 |
| 2024-04-01 | 774.938866910925 |
| 2024-05-01 | 776.656433481284 |
| 2024-06-01 | 776.677371915468 |
| 2024-07-01 | 774.903349243514 |
| 2024-08-01 | 779.234438459389 |
| 2024-09-01 | 775.911357858276 |
| 2024-10-01 | 775.551470977379 |
| 2024-11-01 | 773.830800366126 |
| 2024-12-01 | 780.999615032909 |
| 2025-01-01 | 775.197530976639 |
| 2025-02-01 | 773.143148896584 |
| 2025-03-01 | 772.676444721152 |
| 2025-04-01 | 772.199613644248 |
| 2025-05-01 | 770.383194176663 |
| 2025-06-01 | 767.588671949739 |
| 2025-07-01 | 765.000326668801 |
| 2025-08-01 | 763.129429356026 |
| 2025-09-01 | 766.044093965756 |
| 2025-10-01 | 763.236423279030 |
| 2025-11-01 | 760.068668532773 |