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 2026-09-01 |
| Last Updated | 2026-10-20 9:43 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 | 198.1842852154 |
| 1990-02-01 | 198.9725449350 |
| 1990-03-01 | 199.3636638173 |
| 1990-04-01 | 199.1775145436 |
| 1990-05-01 | 199.7310290060 |
| 1990-06-01 | 202.9350583057 |
| 1990-07-01 | 204.4009253640 |
| 1990-08-01 | 207.0052080887 |
| 1990-09-01 | 208.3572054818 |
| 1990-10-01 | 206.8569395382 |
| 1990-11-01 | 210.1626195950 |
| 1990-12-01 | 212.6334902464 |
| 1991-01-01 | 208.7755336742 |
| 1991-02-01 | 209.4722877834 |
| 1991-03-01 | 209.2288354712 |
| 1991-04-01 | 207.2760014677 |
| 1991-05-01 | 208.3888148718 |
| 1991-06-01 | 208.3194280892 |
| 1991-07-01 | 207.7280735776 |
| 1991-08-01 | 208.7971628345 |
| 1991-09-01 | 207.9391665752 |
| 1991-10-01 | 208.3752212117 |
| 1991-11-01 | 208.9300561229 |
| 1991-12-01 | 209.4392706358 |
| 1992-01-01 | 211.2259807618 |
| 1992-02-01 | 211.6365329552 |
| 1992-03-01 | 212.4442462877 |
| 1992-04-01 | 214.1873949371 |
| 1992-05-01 | 214.9780063440 |
| 1992-06-01 | 215.1281743567 |
| 1992-07-01 | 215.8350248620 |
| 1992-08-01 | 215.3523145946 |
| 1992-09-01 | 216.4119367287 |
| 1992-10-01 | 218.8331035757 |
| 1992-11-01 | 219.2100270047 |
| 1992-12-01 | 220.3065652849 |
| 1993-01-01 | 220.9490774001 |
| 1993-02-01 | 222.5481899700 |
| 1993-03-01 | 222.0488617417 |
| 1993-04-01 | 226.5261908257 |
| 1993-05-01 | 228.3945692036 |
| 1993-06-01 | 230.0588863903 |
| 1993-07-01 | 233.4475566013 |
| 1993-08-01 | 234.2507512447 |
| 1993-09-01 | 237.7603919330 |
| 1993-10-01 | 238.6581953169 |
| 1993-11-01 | 239.1370368798 |
| 1993-12-01 | 241.5771786751 |
| 1994-01-01 | 243.7604604451 |
| 1994-02-01 | 243.7326498061 |
| 1994-03-01 | 244.4374455266 |
| 1994-04-01 | 249.2323729877 |
| 1994-05-01 | 248.1464111845 |
| 1994-06-01 | 249.4105525968 |
| 1994-07-01 | 258.3419541494 |
| 1994-08-01 | 259.5502273529 |
| 1994-09-01 | 261.0064935602 |
| 1994-10-01 | 258.0971970571 |
| 1994-11-01 | 260.3883105602 |
| 1994-12-01 | 261.4142330156 |
| 1995-01-01 | 261.1541431971 |
| 1995-02-01 | 264.3575995755 |
| 1995-03-01 | 266.2736612086 |
| 1995-04-01 | 264.9068988311 |
| 1995-05-01 | 266.1933223746 |
| 1995-06-01 | 266.4178397503 |
| 1995-07-01 | 266.2281826767 |
| 1995-08-01 | 269.3126565308 |
| 1995-09-01 | 270.6769288178 |
| 1995-10-01 | 274.3007656194 |
| 1995-11-01 | 278.0040095069 |
| 1995-12-01 | 279.4042799699 |
| 1996-01-01 | 281.8897619117 |
| 1996-02-01 | 284.5729832150 |
| 1996-03-01 | 285.9184916565 |
| 1996-04-01 | 289.0455963555 |
| 1996-05-01 | 291.8909866097 |
| 1996-06-01 | 291.8495839326 |
| 1996-07-01 | 299.0329466448 |
| 1996-08-01 | 302.3670345494 |
| 1996-09-01 | 303.8823848894 |
| 1996-10-01 | 306.6199561967 |
| 1996-11-01 | 310.0764007779 |
| 1996-12-01 | 310.3767151633 |
| 1997-01-01 | 310.4907520213 |
| 1997-02-01 | 313.0233991468 |
| 1997-03-01 | 317.2182250088 |
| 1997-04-01 | 322.5016459136 |
| 1997-05-01 | 324.4850153402 |
| 1997-06-01 | 327.2613367302 |
| 1997-07-01 | 325.4559695723 |
| 1997-08-01 | 330.0958558161 |
| 1997-09-01 | 334.7378342721 |
| 1997-10-01 | 335.1896838695 |
| 1997-11-01 | 337.4783550806 |
| 1997-12-01 | 340.0792778569 |
| 1998-01-01 | 344.0480323456 |
| 1998-02-01 | 344.5021481397 |
| 1998-03-01 | 345.5341510338 |
| 1998-04-01 | 346.1553652079 |
| 1998-05-01 | 347.6132753718 |
| 1998-06-01 | 350.6222471125 |
| 1998-07-01 | 352.7099012834 |
| 1998-08-01 | 353.2135915842 |
| 1998-09-01 | 354.7672605861 |
| 1998-10-01 | 358.8678881350 |
| 1998-11-01 | 359.4626383140 |
| 1998-12-01 | 363.2223056340 |
| 1999-01-01 | 366.1236198315 |
| 1999-02-01 | 370.3558571485 |
| 1999-03-01 | 373.2277657110 |
| 1999-04-01 | 371.5393541503 |
| 1999-05-01 | 370.2886190800 |
| 1999-06-01 | 373.6265185933 |
| 1999-07-01 | 377.2602673751 |
| 1999-08-01 | 378.6383760355 |
| 1999-09-01 | 379.9462512600 |
| 1999-10-01 | 380.8226081915 |
| 1999-11-01 | 382.3110468874 |
| 1999-12-01 | 385.1003431269 |
| 2000-01-01 | 389.0500239227 |
| 2000-02-01 | 390.7594850952 |
| 2000-03-01 | 393.4177250853 |
| 2000-04-01 | 394.9473820243 |
| 2000-05-01 | 396.9867323244 |
| 2000-06-01 | 403.5037977939 |
| 2000-07-01 | 401.9342976008 |
| 2000-08-01 | 403.7698719040 |
| 2000-09-01 | 408.1300906429 |
| 2000-10-01 | 405.0170098338 |
| 2000-11-01 | 405.2972826301 |
| 2000-12-01 | 405.0110086500 |
| 2001-01-01 | 402.5091294922 |
| 2001-02-01 | 401.9037229122 |
| 2001-03-01 | 400.4149256809 |
| 2001-04-01 | 397.5406829640 |
| 2001-05-01 | 396.2628277580 |
| 2001-06-01 | 393.8334496511 |
| 2001-07-01 | 389.2989600160 |
| 2001-08-01 | 387.8267745917 |
| 2001-09-01 | 384.2694434827 |
| 2001-10-01 | 374.6045816482 |
| 2001-11-01 | 372.5810125064 |
| 2001-12-01 | 370.4319635292 |
| 2002-01-01 | 370.1107649567 |
| 2002-02-01 | 368.3096909340 |
| 2002-03-01 | 367.8542210403 |
| 2002-04-01 | 367.1864388902 |
| 2002-05-01 | 368.3847294398 |
| 2002-06-01 | 366.9271476088 |
| 2002-07-01 | 366.0513392581 |
| 2002-08-01 | 367.8409295072 |
| 2002-09-01 | 367.0707115389 |
| 2002-10-01 | 365.1257934270 |
| 2002-11-01 | 365.0400766211 |
| 2002-12-01 | 363.1883749925 |
| 2003-01-01 | 362.7580171950 |
| 2003-02-01 | 360.9824824725 |
| 2003-03-01 | 360.7923328407 |
| 2003-04-01 | 361.5578026808 |
| 2003-05-01 | 362.1461792655 |
| 2003-06-01 | 362.3718586855 |
| 2003-07-01 | 364.1040288039 |
| 2003-08-01 | 365.1221548300 |
| 2003-09-01 | 366.6191807409 |
| 2003-10-01 | 368.1141971854 |
| 2003-11-01 | 370.2337494105 |
| 2003-12-01 | 373.9586354100 |
| 2004-01-01 | 374.7185533690 |
| 2004-02-01 | 375.9041369660 |
| 2004-03-01 | 377.4756793904 |
| 2004-04-01 | 379.9315846033 |
| 2004-05-01 | 380.4650732601 |
| 2004-06-01 | 381.2419946281 |
| 2004-07-01 | 383.9205967051 |
| 2004-08-01 | 383.8797534065 |
| 2004-09-01 | 382.6691599014 |
| 2004-10-01 | 388.2024668440 |
| 2004-11-01 | 386.8589984687 |
| 2004-12-01 | 387.8822755742 |
| 2005-01-01 | 388.2084791884 |
| 2005-02-01 | 391.1356408300 |
| 2005-03-01 | 392.3381751651 |
| 2005-04-01 | 398.0443039965 |
| 2005-05-01 | 397.7327141064 |
| 2005-06-01 | 399.3342062948 |
| 2005-07-01 | 403.6448442577 |
| 2005-08-01 | 404.1666461328 |
| 2005-09-01 | 407.7021191901 |
| 2005-10-01 | 412.0391841116 |
| 2005-11-01 | 413.7968191621 |
| 2005-12-01 | 415.9581641124 |
| 2006-01-01 | 418.8787836061 |
| 2006-02-01 | 420.8822329813 |
| 2006-03-01 | 423.8658351431 |
| 2006-04-01 | 425.6554059161 |
| 2006-05-01 | 427.8787621422 |
| 2006-06-01 | 430.1012310411 |
| 2006-07-01 | 430.7074281209 |
| 2006-08-01 | 434.1913682695 |
| 2006-09-01 | 437.2787315829 |
| 2006-10-01 | 437.9477234711 |
| 2006-11-01 | 442.3219320376 |
| 2006-12-01 | 444.7693613064 |
| 2007-01-01 | 446.1949412695 |
| 2007-02-01 | 450.4719864519 |
| 2007-03-01 | 453.7781105897 |
| 2007-04-01 | 452.5723902830 |
| 2007-05-01 | 453.9238775107 |
| 2007-06-01 | 456.8668965261 |
| 2007-07-01 | 455.7056173236 |
| 2007-08-01 | 459.2912735393 |
| 2007-09-01 | 460.8373042948 |
| 2007-10-01 | 463.4872539081 |
| 2007-11-01 | 464.7346893188 |
| 2007-12-01 | 467.7304146637 |
| 2008-01-01 | 468.7887200072 |
| 2008-02-01 | 469.5176361877 |
| 2008-03-01 | 469.6723666636 |
| 2008-04-01 | 467.8484814214 |
| 2008-05-01 | 470.2162932124 |
| 2008-06-01 | 469.4195885192 |
| 2008-07-01 | 467.5246306411 |
| 2008-08-01 | 466.7649585333 |
| 2008-09-01 | 463.7425675651 |
| 2008-10-01 | 460.4386927342 |
| 2008-11-01 | 455.9557083754 |
| 2008-12-01 | 451.3831857696 |
| 2009-01-01 | 445.6914043178 |
| 2009-02-01 | 439.5886578381 |
| 2009-03-01 | 435.4256632778 |
| 2009-04-01 | 430.0656467252 |
| 2009-05-01 | 430.5701051531 |
| 2009-06-01 | 429.6257522666 |
| 2009-07-01 | 429.3989504205 |
| 2009-08-01 | 427.5562082918 |
| 2009-09-01 | 425.0460212893 |
| 2009-10-01 | 427.9402419412 |
| 2009-11-01 | 429.3290260230 |
| 2009-12-01 | 429.8384574445 |
| 2010-01-01 | 431.7532596600 |
| 2010-02-01 | 432.9917673108 |
| 2010-03-01 | 434.5067370094 |
| 2010-04-01 | 437.1117753042 |
| 2010-05-01 | 438.0061799176 |
| 2010-06-01 | 438.8399153025 |
| 2010-07-01 | 441.1746343554 |
| 2010-08-01 | 442.8355391675 |
| 2010-09-01 | 445.4373442973 |
| 2010-10-01 | 448.0762769486 |
| 2010-11-01 | 449.0022274258 |
| 2010-12-01 | 452.4032715293 |
| 2011-01-01 | 454.7858122712 |
| 2011-02-01 | 456.9686045752 |
| 2011-03-01 | 459.7705458089 |
| 2011-04-01 | 463.0227797601 |
| 2011-05-01 | 462.6911885834 |
| 2011-06-01 | 464.0587880669 |
| 2011-07-01 | 466.0326062271 |
| 2011-08-01 | 467.4112805995 |
| 2011-09-01 | 470.9418956219 |
| 2011-10-01 | 469.1801566881 |
| 2011-11-01 | 470.8174870279 |
| 2011-12-01 | 472.3899663972 |
| 2012-01-01 | 475.1611957466 |
| 2012-02-01 | 478.5750538575 |
| 2012-03-01 | 481.8507800295 |
| 2012-04-01 | 483.9237339185 |
| 2012-05-01 | 487.2676058612 |
| 2012-06-01 | 488.1033915883 |
| 2012-07-01 | 483.9890141422 |
| 2012-08-01 | 489.3996866217 |
| 2012-09-01 | 489.5524872564 |
| 2012-10-01 | 491.8815377794 |
| 2012-11-01 | 495.8723967840 |
| 2012-12-01 | 494.5118412934 |
| 2013-01-01 | 492.7176663389 |
| 2013-02-01 | 496.6457456532 |
| 2013-03-01 | 498.4730379282 |
| 2013-04-01 | 497.8835976236 |
| 2013-05-01 | 500.8230443962 |
| 2013-06-01 | 504.2182401421 |
| 2013-07-01 | 505.2031499950 |
| 2013-08-01 | 509.2264810590 |
| 2013-09-01 | 513.5115084528 |
| 2013-10-01 | 514.2929421060 |
| 2013-11-01 | 517.4767394844 |
| 2013-12-01 | 518.3583646148 |
| 2014-01-01 | 519.0028100382 |
| 2014-02-01 | 522.2162293498 |
| 2014-03-01 | 525.9116606214 |
| 2014-04-01 | 529.8263616426 |
| 2014-05-01 | 532.6016923782 |
| 2014-06-01 | 534.7516966854 |
| 2014-07-01 | 536.1540977266 |
| 2014-08-01 | 538.6761248705 |
| 2014-09-01 | 540.3911750519 |
| 2014-10-01 | 542.4836922485 |
| 2014-11-01 | 544.7495626091 |
| 2014-12-01 | 548.0070966961 |
| 2015-01-01 | 551.2066005563 |
| 2015-02-01 | 552.0436222375 |
| 2015-03-01 | 552.4176536895 |
| 2015-04-01 | 554.2634001480 |
| 2015-05-01 | 555.5616636177 |
| 2015-06-01 | 556.1726938517 |
| 2015-07-01 | 560.0629222878 |
| 2015-08-01 | 559.7863588455 |
| 2015-09-01 | 559.3152853260 |
| 2015-10-01 | 563.5081325034 |
| 2015-11-01 | 563.2122540858 |
| 2015-12-01 | 567.3071773693 |
| 2016-01-01 | 570.1439516045 |
| 2016-02-01 | 571.8551157368 |
| 2016-03-01 | 572.0182154538 |
| 2016-04-01 | 575.4829112123 |
| 2016-05-01 | 575.9921110012 |
| 2016-06-01 | 577.2245618585 |
| 2016-07-01 | 580.9236895672 |
| 2016-08-01 | 582.5188761678 |
| 2016-09-01 | 585.8346812147 |
| 2016-10-01 | 583.0929048942 |
| 2016-11-01 | 585.9111737814 |
| 2016-12-01 | 585.8453478601 |
| 2017-01-01 | 587.5086553828 |
| 2017-02-01 | 589.0367081182 |
| 2017-03-01 | 589.9939955150 |
| 2017-04-01 | 588.0645101810 |
| 2017-05-01 | 590.1125702999 |
| 2017-06-01 | 591.6023517341 |
| 2017-07-01 | 589.8195200025 |
| 2017-08-01 | 590.6725787019 |
| 2017-09-01 | 594.7109493588 |
| 2017-10-01 | 596.1509238784 |
| 2017-11-01 | 598.7903003409 |
| 2017-12-01 | 596.8153778491 |
| 2018-01-01 | 601.4916290225 |
| 2018-02-01 | 604.1049326374 |
| 2018-03-01 | 607.7271929417 |
| 2018-04-01 | 609.0425682782 |
| 2018-05-01 | 612.3919899947 |
| 2018-06-01 | 616.2500036544 |
| 2018-07-01 | 617.0224915712 |
| 2018-08-01 | 619.0645587471 |
| 2018-09-01 | 619.1052460463 |
| 2018-10-01 | 620.7891222336 |
| 2018-11-01 | 622.2416951167 |
| 2018-12-01 | 624.6822963087 |
| 2019-01-01 | 624.8017940803 |
| 2019-02-01 | 626.5003455117 |
| 2019-03-01 | 627.9170611371 |
| 2019-04-01 | 632.3410184741 |
| 2019-05-01 | 633.8783282774 |
| 2019-06-01 | 636.6547524848 |
| 2019-07-01 | 638.8731652691 |
| 2019-08-01 | 641.9111838435 |
| 2019-09-01 | 643.2611978036 |
| 2019-10-01 | 645.2477811021 |
| 2019-11-01 | 648.2940707241 |
| 2019-12-01 | 648.9982108416 |
| 2020-01-01 | 652.4685465328 |
| 2020-02-01 | 655.1142047164 |
| 2020-03-01 | 653.1999678760 |
| 2020-04-01 | 596.7264957183 |
| 2020-05-01 | 601.4176774995 |
| 2020-06-01 | 605.7758168332 |
| 2020-07-01 | 611.8186787273 |
| 2020-08-01 | 617.5926854896 |
| 2020-09-01 | 618.3666416934 |
| 2020-10-01 | 627.4012718007 |
| 2020-11-01 | 632.4307573087 |
| 2020-12-01 | 642.3211491534 |
| 2021-01-01 | 649.8219377175 |
| 2021-02-01 | 647.7464780442 |
| 2021-03-01 | 659.3393803310 |
| 2021-04-01 | 665.3170945809 |
| 2021-05-01 | 672.4309525495 |
| 2021-06-01 | 678.2213792252 |
| 2021-07-01 | 686.6487285346 |
| 2021-08-01 | 690.4211752905 |
| 2021-09-01 | 701.5332702398 |
| 2021-10-01 | 715.8576727423 |
| 2021-11-01 | 720.2353834147 |
| 2021-12-01 | 727.6067703595 |
| 2022-01-01 | 733.0372651753 |
| 2022-02-01 | 741.6305886523 |
| 2022-03-01 | 747.2715695477 |
| 2022-04-01 | 754.4083604472 |
| 2022-05-01 | 758.8644874103 |
| 2022-06-01 | 762.1968059862 |
| 2022-07-01 | 769.7627368495 |
| 2022-08-01 | 772.2145516783 |
| 2022-09-01 | 775.9494185704 |
| 2022-10-01 | 778.5080637413 |
| 2022-11-01 | 777.8261126730 |
| 2022-12-01 | 777.0746590528 |
| 2023-01-01 | 780.3711521529 |
| 2023-02-01 | 778.1690532299 |
| 2023-03-01 | 779.2391142413 |
| 2023-04-01 | 777.3209163708 |
| 2023-05-01 | 774.6552173109 |
| 2023-06-01 | 773.3766411048 |
| 2023-07-01 | 772.6156142959 |
| 2023-08-01 | 770.2620918945 |
| 2023-09-01 | 770.1981184958 |
| 2023-10-01 | 768.8556600441 |
| 2023-11-01 | 769.6269277751 |
| 2023-12-01 | 765.6907305717 |
| 2024-01-01 | 775.6982726596 |
| 2024-02-01 | 774.8065692012 |
| 2024-03-01 | 771.4260495248 |
| 2024-04-01 | 771.0619793333 |
| 2024-05-01 | 772.3656824392 |
| 2024-06-01 | 773.1483868646 |
| 2024-07-01 | 768.1201535029 |
| 2024-08-01 | 772.3236776184 |
| 2024-09-01 | 772.5591929921 |
| 2024-10-01 | 774.7714053783 |
| 2024-11-01 | 775.9026284594 |
| 2024-12-01 | 775.1882874076 |
| 2025-01-01 | 773.6827353056 |
| 2025-02-01 | 772.8076247809 |
| 2025-03-01 | 774.0410021925 |
| 2025-04-01 | 778.2477586408 |
| 2025-05-01 | 780.5652809673 |
| 2025-06-01 | 779.3721356307 |
| 2025-07-01 | 779.5249060258 |
| 2025-08-01 | 780.9796499946 |
| 2025-09-01 | 781.0334396630 |
| 2025-10-01 | 776.3523818505 |
| 2025-11-01 | 777.2205201485 |
| 2025-12-01 | 784.1164578573 |
| 2026-01-01 | 786.9548937572 |
| 2026-02-01 | 789.0583146403 |
| 2026-03-01 | 795.7607296063 |
| 2026-04-01 | 794.3747601559 |
| 2026-05-01 | 793.0783730045 |
| 2026-06-01 | 804.2978175816 |
| 2026-07-01 | 802.9309025665 |
| 2026-08-01 | 805.4567082493 |
| 2026-09-01 | 809.9350637534 |