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 2026-01-01 |
| Last Updated | 2026-04-10 4:52 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 | 198.184353040977 |
| 1990-02-01 | 198.972567414312 |
| 1990-03-01 | 199.363696632813 |
| 1990-04-01 | 199.177647591494 |
| 1990-05-01 | 199.731132750991 |
| 1990-06-01 | 202.935074798514 |
| 1990-07-01 | 204.400886922911 |
| 1990-08-01 | 207.005128444988 |
| 1990-09-01 | 208.357114298281 |
| 1990-10-01 | 206.856833960653 |
| 1990-11-01 | 210.162582046270 |
| 1990-12-01 | 212.633441377158 |
| 1991-01-01 | 208.775587450602 |
| 1991-02-01 | 209.472316306193 |
| 1991-03-01 | 209.228883183618 |
| 1991-04-01 | 207.276149462006 |
| 1991-05-01 | 208.388968746450 |
| 1991-06-01 | 208.319546596136 |
| 1991-07-01 | 207.727940359794 |
| 1991-08-01 | 208.797036244422 |
| 1991-09-01 | 207.939051734824 |
| 1991-10-01 | 208.375102322619 |
| 1991-11-01 | 208.930009004799 |
| 1991-12-01 | 209.439216200891 |
| 1992-01-01 | 211.226027642932 |
| 1992-02-01 | 211.636578247287 |
| 1992-03-01 | 212.444312370488 |
| 1992-04-01 | 214.187586415864 |
| 1992-05-01 | 214.978226761612 |
| 1992-06-01 | 215.128413752050 |
| 1992-07-01 | 215.834780894605 |
| 1992-08-01 | 215.352113839299 |
| 1992-09-01 | 216.411764877593 |
| 1992-10-01 | 218.832954877063 |
| 1992-11-01 | 219.209965444267 |
| 1992-12-01 | 220.306512384318 |
| 1993-01-01 | 220.949123604722 |
| 1993-02-01 | 222.548267813928 |
| 1993-03-01 | 222.048962374025 |
| 1993-04-01 | 226.526423041507 |
| 1993-05-01 | 228.394872078243 |
| 1993-06-01 | 230.059272634529 |
| 1993-07-01 | 233.447170647437 |
| 1993-08-01 | 234.250445550307 |
| 1993-09-01 | 237.760136886887 |
| 1993-10-01 | 238.658003104893 |
| 1993-11-01 | 239.136958637017 |
| 1993-12-01 | 241.577149880628 |
| 1994-01-01 | 243.760540416203 |
| 1994-02-01 | 243.732776615273 |
| 1994-03-01 | 244.437580302115 |
| 1994-04-01 | 249.232655012947 |
| 1994-05-01 | 248.146764236075 |
| 1994-06-01 | 249.411007355830 |
| 1994-07-01 | 258.341474035335 |
| 1994-08-01 | 259.549885701740 |
| 1994-09-01 | 261.006053308261 |
| 1994-10-01 | 258.096998312144 |
| 1994-11-01 | 260.388227565308 |
| 1994-12-01 | 261.414205582416 |
| 1995-01-01 | 261.154375903179 |
| 1995-02-01 | 264.357743109660 |
| 1995-03-01 | 266.273814914593 |
| 1995-04-01 | 264.907168246997 |
| 1995-05-01 | 266.193692191287 |
| 1995-06-01 | 266.418335750432 |
| 1995-07-01 | 266.227640885556 |
| 1995-08-01 | 269.312329552390 |
| 1995-09-01 | 270.676336803519 |
| 1995-10-01 | 274.300577705614 |
| 1995-11-01 | 278.003927440176 |
| 1995-12-01 | 279.404268036452 |
| 1996-01-01 | 281.890191384630 |
| 1996-02-01 | 284.573208192912 |
| 1996-03-01 | 285.918672129779 |
| 1996-04-01 | 289.045862828320 |
| 1996-05-01 | 291.891270266443 |
| 1996-06-01 | 291.849959398059 |
| 1996-07-01 | 299.032351123715 |
| 1996-08-01 | 302.366686376923 |
| 1996-09-01 | 303.881558055951 |
| 1996-10-01 | 306.619808716200 |
| 1996-11-01 | 310.076396541000 |
| 1996-12-01 | 310.376797633279 |
| 1997-01-01 | 310.491464007479 |
| 1997-02-01 | 313.023751423408 |
| 1997-03-01 | 317.218489756205 |
| 1997-04-01 | 322.501903606871 |
| 1997-05-01 | 324.485120876447 |
| 1997-06-01 | 327.261492254374 |
| 1997-07-01 | 325.455248563369 |
| 1997-08-01 | 330.095387933272 |
| 1997-09-01 | 334.736509492945 |
| 1997-10-01 | 335.189720141309 |
| 1997-11-01 | 337.478646803639 |
| 1997-12-01 | 340.079680385119 |
| 1998-01-01 | 344.049035012611 |
| 1998-02-01 | 344.502763641002 |
| 1998-03-01 | 345.534608044971 |
| 1998-04-01 | 346.155652223546 |
| 1998-05-01 | 347.613112082549 |
| 1998-06-01 | 350.622058963621 |
| 1998-07-01 | 352.708911209003 |
| 1998-08-01 | 353.212571903489 |
| 1998-09-01 | 354.764455797829 |
| 1998-10-01 | 358.869149216059 |
| 1998-11-01 | 359.463703712701 |
| 1998-12-01 | 363.223171354029 |
| 1999-01-01 | 366.124985643084 |
| 1999-02-01 | 370.356713316958 |
| 1999-03-01 | 373.228278851566 |
| 1999-04-01 | 371.539438007955 |
| 1999-05-01 | 370.288604371665 |
| 1999-06-01 | 373.625805051813 |
| 1999-07-01 | 377.258605493141 |
| 1999-08-01 | 378.636788720927 |
| 1999-09-01 | 379.941794046155 |
| 1999-10-01 | 380.825194910708 |
| 1999-11-01 | 382.313077928127 |
| 1999-12-01 | 385.101881976676 |
| 2000-01-01 | 389.051654509462 |
| 2000-02-01 | 390.760604559529 |
| 2000-03-01 | 393.418232020032 |
| 2000-04-01 | 394.947211693712 |
| 2000-05-01 | 396.986926422726 |
| 2000-06-01 | 403.502460538418 |
| 2000-07-01 | 401.931922889064 |
| 2000-08-01 | 403.767629944432 |
| 2000-09-01 | 408.124189721431 |
| 2000-10-01 | 405.020931929408 |
| 2000-11-01 | 405.300192953366 |
| 2000-12-01 | 405.013344549025 |
| 2001-01-01 | 402.510857359605 |
| 2001-02-01 | 401.904856929683 |
| 2001-03-01 | 400.415220336556 |
| 2001-04-01 | 397.540172225144 |
| 2001-05-01 | 396.263349291914 |
| 2001-06-01 | 393.831769068611 |
| 2001-07-01 | 389.296126116255 |
| 2001-08-01 | 387.824743601561 |
| 2001-09-01 | 384.263891659739 |
| 2001-10-01 | 374.608359975460 |
| 2001-11-01 | 372.583841819872 |
| 2001-12-01 | 370.434512949677 |
| 2002-01-01 | 370.112202226675 |
| 2002-02-01 | 368.310595318088 |
| 2002-03-01 | 367.854360912845 |
| 2002-04-01 | 367.185814520532 |
| 2002-05-01 | 368.385250206169 |
| 2002-06-01 | 366.925628300481 |
| 2002-07-01 | 366.048639077354 |
| 2002-08-01 | 367.839089411310 |
| 2002-09-01 | 367.065886134796 |
| 2002-10-01 | 365.129513942458 |
| 2002-11-01 | 365.042621522094 |
| 2002-12-01 | 363.190837112113 |
| 2003-01-01 | 362.759202904035 |
| 2003-02-01 | 360.983077542193 |
| 2003-03-01 | 360.792226469156 |
| 2003-04-01 | 361.557025770709 |
| 2003-05-01 | 362.146844426956 |
| 2003-06-01 | 362.370566480992 |
| 2003-07-01 | 364.101505714867 |
| 2003-08-01 | 365.120952005324 |
| 2003-09-01 | 366.615868306664 |
| 2003-10-01 | 368.116977935319 |
| 2003-11-01 | 370.235605278749 |
| 2003-12-01 | 373.960729852399 |
| 2004-01-01 | 374.719442445728 |
| 2004-02-01 | 375.904524111387 |
| 2004-03-01 | 377.475464546455 |
| 2004-04-01 | 379.930883708254 |
| 2004-05-01 | 380.465560500092 |
| 2004-06-01 | 381.241114233383 |
| 2004-07-01 | 383.918534662531 |
| 2004-08-01 | 383.878901208686 |
| 2004-09-01 | 382.667449284372 |
| 2004-10-01 | 388.204242704094 |
| 2004-11-01 | 386.860086258005 |
| 2004-12-01 | 387.883870822020 |
| 2005-01-01 | 388.209015974275 |
| 2005-02-01 | 391.135825124666 |
| 2005-03-01 | 392.337894557879 |
| 2005-04-01 | 398.043796118716 |
| 2005-05-01 | 397.732984711527 |
| 2005-06-01 | 399.333818172117 |
| 2005-07-01 | 403.643257097167 |
| 2005-08-01 | 404.166311438953 |
| 2005-09-01 | 407.701680854630 |
| 2005-10-01 | 412.039971733689 |
| 2005-11-01 | 413.797241053347 |
| 2005-12-01 | 415.959166928272 |
| 2006-01-01 | 418.879081581961 |
| 2006-02-01 | 420.882326096107 |
| 2006-03-01 | 423.865624326928 |
| 2006-04-01 | 425.655188827383 |
| 2006-05-01 | 427.878734940278 |
| 2006-06-01 | 430.101246052143 |
| 2006-07-01 | 430.706472752667 |
| 2006-08-01 | 434.190995522362 |
| 2006-09-01 | 437.278606182287 |
| 2006-10-01 | 437.948382814287 |
| 2006-11-01 | 442.322124138607 |
| 2006-12-01 | 444.769836992527 |
| 2007-01-01 | 446.195081374877 |
| 2007-02-01 | 450.472039577668 |
| 2007-03-01 | 453.777892812606 |
| 2007-04-01 | 452.572273871103 |
| 2007-05-01 | 453.923907797221 |
| 2007-06-01 | 456.866969543215 |
| 2007-07-01 | 455.704990393421 |
| 2007-08-01 | 459.291072450392 |
| 2007-09-01 | 460.837286647255 |
| 2007-10-01 | 463.487733114728 |
| 2007-11-01 | 464.734809899412 |
| 2007-12-01 | 467.730541525970 |
| 2008-01-01 | 468.788821659176 |
| 2008-02-01 | 469.517688574847 |
| 2008-03-01 | 469.672158794311 |
| 2008-04-01 | 467.848445683640 |
| 2008-05-01 | 470.216324866969 |
| 2008-06-01 | 469.419608099602 |
| 2008-07-01 | 467.524313179519 |
| 2008-08-01 | 466.764832132525 |
| 2008-09-01 | 463.742619914712 |
| 2008-10-01 | 460.438907263549 |
| 2008-11-01 | 455.955797459964 |
| 2008-12-01 | 451.383258965525 |
| 2009-01-01 | 445.691450877156 |
| 2009-02-01 | 439.588670190238 |
| 2009-03-01 | 435.425517501533 |
| 2009-04-01 | 430.065653005703 |
| 2009-05-01 | 430.570114998130 |
| 2009-06-01 | 429.625762316046 |
| 2009-07-01 | 429.398776084908 |
| 2009-08-01 | 427.556215470889 |
| 2009-09-01 | 425.046036366616 |
| 2009-10-01 | 427.940333676595 |
| 2009-11-01 | 429.329071164978 |
| 2009-12-01 | 429.838487521410 |
| 2010-01-01 | 431.753273216027 |
| 2010-02-01 | 432.991766028571 |
| 2010-03-01 | 434.506662604786 |
| 2010-04-01 | 437.111779842692 |
| 2010-05-01 | 438.006181978103 |
| 2010-06-01 | 438.839917022115 |
| 2010-07-01 | 441.174576011384 |
| 2010-08-01 | 442.835540161016 |
| 2010-09-01 | 445.437355510937 |
| 2010-10-01 | 448.076296178735 |
| 2010-11-01 | 449.002262663088 |
| 2010-12-01 | 452.403284904852 |
| 2011-01-01 | 454.785813361211 |
| 2011-02-01 | 456.968595305310 |
| 2011-03-01 | 459.770539867874 |
| 2011-04-01 | 463.022780434544 |
| 2011-05-01 | 462.691185740577 |
| 2011-06-01 | 464.058784889608 |
| 2011-07-01 | 466.032583111126 |
| 2011-08-01 | 467.411257838216 |
| 2011-09-01 | 470.941886674365 |
| 2011-10-01 | 469.180165266509 |
| 2011-11-01 | 470.817520520888 |
| 2011-12-01 | 472.389980158062 |
| 2012-01-01 | 475.161204544514 |
| 2012-02-01 | 478.575051904247 |
| 2012-03-01 | 481.850779790992 |
| 2012-04-01 | 483.923746318823 |
| 2012-05-01 | 487.267622893552 |
| 2012-06-01 | 488.103410318103 |
| 2012-07-01 | 483.988935763961 |
| 2012-08-01 | 489.399656855267 |
| 2012-09-01 | 489.552430158231 |
| 2012-10-01 | 491.881509350352 |
| 2012-11-01 | 495.872538711416 |
| 2012-12-01 | 494.511853013716 |
| 2013-01-01 | 492.717681235834 |
| 2013-02-01 | 496.645736181245 |
| 2013-03-01 | 498.473025868074 |
| 2013-04-01 | 497.883610570061 |
| 2013-05-01 | 500.823079690669 |
| 2013-06-01 | 504.218294505087 |
| 2013-07-01 | 505.203046309602 |
| 2013-08-01 | 509.226502756928 |
| 2013-09-01 | 513.511237603788 |
| 2013-10-01 | 514.292866039453 |
| 2013-11-01 | 517.477071687108 |
| 2013-12-01 | 518.358398363851 |
| 2014-01-01 | 519.002836548736 |
| 2014-02-01 | 522.216250394984 |
| 2014-03-01 | 525.911691014951 |
| 2014-04-01 | 529.826127969446 |
| 2014-05-01 | 532.601752720579 |
| 2014-06-01 | 534.752019812339 |
| 2014-07-01 | 536.153906004327 |
| 2014-08-01 | 538.676157678167 |
| 2014-09-01 | 540.390644909239 |
| 2014-10-01 | 542.483521274073 |
| 2014-11-01 | 544.750035354973 |
| 2014-12-01 | 548.007187721710 |
| 2015-01-01 | 551.206622316644 |
| 2015-02-01 | 552.043716353685 |
| 2015-03-01 | 552.417853649518 |
| 2015-04-01 | 554.263114504542 |
| 2015-05-01 | 555.562016025922 |
| 2015-06-01 | 556.173406942259 |
| 2015-07-01 | 560.062479398442 |
| 2015-08-01 | 559.785856603847 |
| 2015-09-01 | 559.313937346414 |
| 2015-10-01 | 563.507581707194 |
| 2015-11-01 | 563.212863114850 |
| 2015-12-01 | 567.307742574072 |
| 2016-01-01 | 570.144392194245 |
| 2016-02-01 | 571.855609426987 |
| 2016-03-01 | 572.018863245814 |
| 2016-04-01 | 575.482904826138 |
| 2016-05-01 | 575.993192298037 |
| 2016-06-01 | 577.225788266797 |
| 2016-07-01 | 580.922421791659 |
| 2016-08-01 | 582.516614097930 |
| 2016-09-01 | 585.831517767954 |
| 2016-10-01 | 583.091522144183 |
| 2016-11-01 | 585.912171467868 |
| 2016-12-01 | 585.847131544812 |
| 2017-01-01 | 587.510244783896 |
| 2017-02-01 | 589.038337157051 |
| 2017-03-01 | 589.994404478545 |
| 2017-04-01 | 588.065374964049 |
| 2017-05-01 | 590.114898296752 |
| 2017-06-01 | 591.605126520451 |
| 2017-07-01 | 589.820269919476 |
| 2017-08-01 | 590.665867247544 |
| 2017-09-01 | 594.697925657244 |
| 2017-10-01 | 596.151362171023 |
| 2017-11-01 | 598.791898951711 |
| 2017-12-01 | 596.822276260743 |
| 2018-01-01 | 601.494286675111 |
| 2018-02-01 | 604.107415960002 |
| 2018-03-01 | 607.726781014122 |
| 2018-04-01 | 609.044259558743 |
| 2018-05-01 | 612.396403061951 |
| 2018-06-01 | 616.255798856017 |
| 2018-07-01 | 617.026501207424 |
| 2018-08-01 | 619.050467219081 |
| 2018-09-01 | 619.080824151848 |
| 2018-10-01 | 620.790463062219 |
| 2018-11-01 | 622.243213554885 |
| 2018-12-01 | 624.694748082997 |
| 2019-01-01 | 624.806186185163 |
| 2019-02-01 | 626.505180856865 |
| 2019-03-01 | 627.916645872951 |
| 2019-04-01 | 632.342539299993 |
| 2019-05-01 | 633.880783422963 |
| 2019-06-01 | 636.676679740820 |
| 2019-07-01 | 638.875856499846 |
| 2019-08-01 | 641.886278122183 |
| 2019-09-01 | 643.223248056656 |
| 2019-10-01 | 645.248713880160 |
| 2019-11-01 | 648.293753579120 |
| 2019-12-01 | 649.016539376411 |
| 2020-01-01 | 652.477251356067 |
| 2020-02-01 | 655.123728075210 |
| 2020-03-01 | 653.202393426803 |
| 2020-04-01 | 596.728042285717 |
| 2020-05-01 | 601.416366790075 |
| 2020-06-01 | 605.809002211807 |
| 2020-07-01 | 611.817025741088 |
| 2020-08-01 | 617.561246538767 |
| 2020-09-01 | 618.324596622354 |
| 2020-10-01 | 627.398371515309 |
| 2020-11-01 | 632.426942186986 |
| 2020-12-01 | 642.336188557561 |
| 2021-01-01 | 649.821992123530 |
| 2021-02-01 | 647.807578332847 |
| 2021-03-01 | 659.335423604046 |
| 2021-04-01 | 665.307320858750 |
| 2021-05-01 | 672.413055421006 |
| 2021-06-01 | 678.289104474001 |
| 2021-07-01 | 686.596045647689 |
| 2021-08-01 | 690.393983453996 |
| 2021-09-01 | 701.495574340503 |
| 2021-10-01 | 715.856894382836 |
| 2021-11-01 | 720.225411597690 |
| 2021-12-01 | 727.620997244111 |
| 2022-01-01 | 733.035174262065 |
| 2022-02-01 | 741.772084021379 |
| 2022-03-01 | 747.268769458495 |
| 2022-04-01 | 754.378795399990 |
| 2022-05-01 | 758.800789634596 |
| 2022-06-01 | 762.271110043609 |
| 2022-07-01 | 769.632771560986 |
| 2022-08-01 | 772.183889571654 |
| 2022-09-01 | 776.016834810563 |
| 2022-10-01 | 778.500055619875 |
| 2022-11-01 | 777.776092260065 |
| 2022-12-01 | 777.062472954978 |
| 2023-01-01 | 780.374844100901 |
| 2023-02-01 | 778.450800373243 |
| 2023-03-01 | 779.257978639343 |
| 2023-04-01 | 777.284611994206 |
| 2023-05-01 | 774.465382992798 |
| 2023-06-01 | 773.411368791422 |
| 2023-07-01 | 772.411284987868 |
| 2023-08-01 | 770.215174768058 |
| 2023-09-01 | 770.490842031772 |
| 2023-10-01 | 768.839816803209 |
| 2023-11-01 | 769.506226361570 |
| 2023-12-01 | 765.652047234548 |
| 2024-01-01 | 775.678981515417 |
| 2024-02-01 | 775.141422597973 |
| 2024-03-01 | 771.537962773208 |
| 2024-04-01 | 771.022007430457 |
| 2024-05-01 | 771.996350382795 |
| 2024-06-01 | 773.208024617638 |
| 2024-07-01 | 767.874037671676 |
| 2024-08-01 | 772.251696792901 |
| 2024-09-01 | 773.134116106782 |
| 2024-10-01 | 774.732758143662 |
| 2024-11-01 | 775.682430588666 |
| 2024-12-01 | 775.102265957857 |
| 2025-01-01 | 773.611699028686 |
| 2025-02-01 | 773.188182442988 |
| 2025-03-01 | 774.230311942227 |
| 2025-04-01 | 778.210492684872 |
| 2025-05-01 | 780.021213958511 |
| 2025-06-01 | 779.520967391095 |
| 2025-07-01 | 779.214824720952 |
| 2025-08-01 | 780.903239522122 |
| 2025-09-01 | 781.878375619137 |
| 2025-10-01 | 776.301243754463 |
| 2025-11-01 | 776.914899326020 |
| 2025-12-01 | 784.000492291977 |
| 2026-01-01 | 786.215727713526 |