Table Data - All Employees: Private Service Providing in Fort Worth-Arlington-Grapevine, TX (MD)
| Title | All Employees: Private Service Providing in Fort Worth-Arlington-Grapevine, TX (MD) |
|---|---|
| Series ID | SMU48231040800000001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-07-01 |
| Last Updated | 2026-08-21 6:38 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 | 369.677729422204 |
| 1990-02-01 | 372.903737686523 |
| 1990-03-01 | 373.040852014088 |
| 1990-04-01 | 371.320891248333 |
| 1990-05-01 | 372.762037566129 |
| 1990-06-01 | 375.153395769575 |
| 1990-07-01 | 377.931010639973 |
| 1990-08-01 | 379.655888700452 |
| 1990-09-01 | 379.864173297114 |
| 1990-10-01 | 380.012964174643 |
| 1990-11-01 | 380.855480089231 |
| 1990-12-01 | 381.794256530044 |
| 1991-01-01 | 383.388712963664 |
| 1991-02-01 | 381.957433933047 |
| 1991-03-01 | 382.385515798142 |
| 1991-04-01 | 381.076171744414 |
| 1991-05-01 | 382.691128650947 |
| 1991-06-01 | 382.785579194214 |
| 1991-07-01 | 384.203761055641 |
| 1991-08-01 | 385.733510182257 |
| 1991-09-01 | 386.504837756651 |
| 1991-10-01 | 387.434505299036 |
| 1991-11-01 | 387.836790722874 |
| 1991-12-01 | 388.226174436828 |
| 1992-01-01 | 386.412356818105 |
| 1992-02-01 | 387.811939411555 |
| 1992-03-01 | 388.334614405105 |
| 1992-04-01 | 391.240616850552 |
| 1992-05-01 | 392.316799952452 |
| 1992-06-01 | 393.000534320839 |
| 1992-07-01 | 391.292087279559 |
| 1992-08-01 | 390.651470123644 |
| 1992-09-01 | 391.733014220393 |
| 1992-10-01 | 393.742489628463 |
| 1992-11-01 | 394.433158299803 |
| 1992-12-01 | 395.885908395156 |
| 1993-01-01 | 398.344141668547 |
| 1993-02-01 | 399.491903081935 |
| 1993-03-01 | 399.328462558488 |
| 1993-04-01 | 401.916792505288 |
| 1993-05-01 | 400.499808571746 |
| 1993-06-01 | 402.649130108521 |
| 1993-07-01 | 406.496446039940 |
| 1993-08-01 | 406.026225518475 |
| 1993-09-01 | 408.044346401149 |
| 1993-10-01 | 407.393817870565 |
| 1993-11-01 | 408.493969177534 |
| 1993-12-01 | 409.099798284355 |
| 1994-01-01 | 411.578392062194 |
| 1994-02-01 | 412.316244525312 |
| 1994-03-01 | 414.829960503938 |
| 1994-04-01 | 418.154807250076 |
| 1994-05-01 | 418.037514804759 |
| 1994-06-01 | 418.918050410988 |
| 1994-07-01 | 420.777799753792 |
| 1994-08-01 | 421.959984383310 |
| 1994-09-01 | 422.240949642649 |
| 1994-10-01 | 423.322248662355 |
| 1994-11-01 | 425.832377678945 |
| 1994-12-01 | 426.043073818586 |
| 1995-01-01 | 426.041090041523 |
| 1995-02-01 | 429.176985278851 |
| 1995-03-01 | 431.432793981289 |
| 1995-04-01 | 431.086078337682 |
| 1995-05-01 | 433.660813393137 |
| 1995-06-01 | 435.360066581659 |
| 1995-07-01 | 436.996590455076 |
| 1995-08-01 | 438.999736387466 |
| 1995-09-01 | 440.953523067685 |
| 1995-10-01 | 443.212274135361 |
| 1995-11-01 | 444.513061692381 |
| 1995-12-01 | 447.307460205974 |
| 1996-01-01 | 449.149074751288 |
| 1996-02-01 | 450.369419140540 |
| 1996-03-01 | 451.110710489773 |
| 1996-04-01 | 451.362438052125 |
| 1996-05-01 | 453.569250781336 |
| 1996-06-01 | 454.527614202688 |
| 1996-07-01 | 455.430908797541 |
| 1996-08-01 | 457.347185455098 |
| 1996-09-01 | 457.971462549128 |
| 1996-10-01 | 460.748481940630 |
| 1996-11-01 | 463.049786086654 |
| 1996-12-01 | 463.219419249938 |
| 1997-01-01 | 463.030728703529 |
| 1997-02-01 | 465.262050270385 |
| 1997-03-01 | 468.925551842966 |
| 1997-04-01 | 471.307617565740 |
| 1997-05-01 | 473.272996432803 |
| 1997-06-01 | 475.697203340425 |
| 1997-07-01 | 479.071941400243 |
| 1997-08-01 | 479.739012604270 |
| 1997-09-01 | 483.577938852869 |
| 1997-10-01 | 485.636327677857 |
| 1997-11-01 | 488.182063097219 |
| 1997-12-01 | 489.679962533382 |
| 1998-01-01 | 492.135582664896 |
| 1998-02-01 | 493.265838798090 |
| 1998-03-01 | 493.865525983924 |
| 1998-04-01 | 496.615672942525 |
| 1998-05-01 | 497.783113151784 |
| 1998-06-01 | 499.316488639397 |
| 1998-07-01 | 499.875153412297 |
| 1998-08-01 | 501.524547673904 |
| 1998-09-01 | 503.866248779178 |
| 1998-10-01 | 505.835915144849 |
| 1998-11-01 | 507.501467829548 |
| 1998-12-01 | 510.046899501429 |
| 1999-01-01 | 511.738471964559 |
| 1999-02-01 | 514.533185187844 |
| 1999-03-01 | 515.444761045077 |
| 1999-04-01 | 518.060622721429 |
| 1999-05-01 | 517.425247777291 |
| 1999-06-01 | 519.973723158881 |
| 1999-07-01 | 521.643327905934 |
| 1999-08-01 | 523.210239061940 |
| 1999-09-01 | 523.993330930293 |
| 1999-10-01 | 527.673201129988 |
| 1999-11-01 | 528.649667141082 |
| 1999-12-01 | 531.090682145576 |
| 2000-01-01 | 533.154699789368 |
| 2000-02-01 | 534.159720937071 |
| 2000-03-01 | 536.474225043649 |
| 2000-04-01 | 536.114614605561 |
| 2000-05-01 | 538.810184191686 |
| 2000-06-01 | 540.682275149870 |
| 2000-07-01 | 541.757127112044 |
| 2000-08-01 | 543.820748234010 |
| 2000-09-01 | 545.884963727367 |
| 2000-10-01 | 546.326608209455 |
| 2000-11-01 | 548.159756043217 |
| 2000-12-01 | 549.005840975029 |
| 2001-01-01 | 547.686593411472 |
| 2001-02-01 | 548.128885983714 |
| 2001-03-01 | 547.801674382095 |
| 2001-04-01 | 547.978069976809 |
| 2001-05-01 | 548.237093886662 |
| 2001-06-01 | 549.503204445259 |
| 2001-07-01 | 549.699354729984 |
| 2001-08-01 | 550.680253374347 |
| 2001-09-01 | 546.658124047468 |
| 2001-10-01 | 543.063328185431 |
| 2001-11-01 | 540.151618389770 |
| 2001-12-01 | 539.527572609376 |
| 2002-01-01 | 543.375217147734 |
| 2002-02-01 | 542.559662023912 |
| 2002-03-01 | 543.581574518679 |
| 2002-04-01 | 542.110323340357 |
| 2002-05-01 | 542.330343298750 |
| 2002-06-01 | 541.696026106391 |
| 2002-07-01 | 540.311411534420 |
| 2002-08-01 | 540.092402242752 |
| 2002-09-01 | 537.949563873835 |
| 2002-10-01 | 536.942522982891 |
| 2002-11-01 | 535.897967111315 |
| 2002-12-01 | 534.474398349413 |
| 2003-01-01 | 534.962195650850 |
| 2003-02-01 | 534.738854085318 |
| 2003-03-01 | 533.722667132607 |
| 2003-04-01 | 533.991609631687 |
| 2003-05-01 | 533.801763411151 |
| 2003-06-01 | 532.434750935071 |
| 2003-07-01 | 533.861045157434 |
| 2003-08-01 | 534.588243042043 |
| 2003-09-01 | 535.678021992330 |
| 2003-10-01 | 536.286524681122 |
| 2003-11-01 | 536.291276684788 |
| 2003-12-01 | 536.711400928030 |
| 2004-01-01 | 537.044892141466 |
| 2004-02-01 | 538.347045845808 |
| 2004-03-01 | 539.245696548249 |
| 2004-04-01 | 541.880879091179 |
| 2004-05-01 | 542.765292466539 |
| 2004-06-01 | 542.429241573371 |
| 2004-07-01 | 544.754553122524 |
| 2004-08-01 | 547.070462045095 |
| 2004-09-01 | 548.939931591928 |
| 2004-10-01 | 555.368913382698 |
| 2004-11-01 | 555.205593196263 |
| 2004-12-01 | 557.624123177602 |
| 2005-01-01 | 556.332290013701 |
| 2005-02-01 | 556.405432608243 |
| 2005-03-01 | 557.958416720042 |
| 2005-04-01 | 560.085824832367 |
| 2005-05-01 | 561.187505251009 |
| 2005-06-01 | 563.582849570339 |
| 2005-07-01 | 564.938807412897 |
| 2005-08-01 | 565.356092660012 |
| 2005-09-01 | 567.265083658298 |
| 2005-10-01 | 567.747918051288 |
| 2005-11-01 | 569.229395954559 |
| 2005-12-01 | 570.913149555361 |
| 2006-01-01 | 573.281383913229 |
| 2006-02-01 | 573.899980424016 |
| 2006-03-01 | 576.010732399101 |
| 2006-04-01 | 575.592668702477 |
| 2006-05-01 | 577.196808186280 |
| 2006-06-01 | 579.088500031313 |
| 2006-07-01 | 579.632562719988 |
| 2006-08-01 | 581.945808641952 |
| 2006-09-01 | 583.776995709052 |
| 2006-10-01 | 586.067619228515 |
| 2006-11-01 | 589.548550761091 |
| 2006-12-01 | 592.928692362522 |
| 2007-01-01 | 591.657812138588 |
| 2007-02-01 | 594.084066686915 |
| 2007-03-01 | 596.385937702212 |
| 2007-04-01 | 594.443540480671 |
| 2007-05-01 | 594.835245574619 |
| 2007-06-01 | 596.495160226769 |
| 2007-07-01 | 597.932846500878 |
| 2007-08-01 | 599.926993293894 |
| 2007-09-01 | 600.810729245124 |
| 2007-10-01 | 602.137900769155 |
| 2007-11-01 | 603.443533258860 |
| 2007-12-01 | 604.418612104924 |
| 2008-01-01 | 604.043954920951 |
| 2008-02-01 | 605.457700025026 |
| 2008-03-01 | 604.894706527540 |
| 2008-04-01 | 608.045369369329 |
| 2008-05-01 | 608.357360576543 |
| 2008-06-01 | 607.202044018370 |
| 2008-07-01 | 607.524188272290 |
| 2008-08-01 | 606.322454732217 |
| 2008-09-01 | 604.939540058764 |
| 2008-10-01 | 604.049192190185 |
| 2008-11-01 | 600.307645552625 |
| 2008-12-01 | 598.181821659837 |
| 2009-01-01 | 600.347743247582 |
| 2009-02-01 | 597.253259459733 |
| 2009-03-01 | 594.849219279564 |
| 2009-04-01 | 592.117561331835 |
| 2009-05-01 | 592.120543526560 |
| 2009-06-01 | 591.352121462849 |
| 2009-07-01 | 590.830995748118 |
| 2009-08-01 | 588.573729431651 |
| 2009-09-01 | 586.872057114625 |
| 2009-10-01 | 586.412171210717 |
| 2009-11-01 | 585.753210850532 |
| 2009-12-01 | 586.295474197523 |
| 2010-01-01 | 587.409131066046 |
| 2010-02-01 | 587.528371460298 |
| 2010-03-01 | 589.673137501229 |
| 2010-04-01 | 588.712972182463 |
| 2010-05-01 | 588.063812088344 |
| 2010-06-01 | 588.917058805481 |
| 2010-07-01 | 589.577111359719 |
| 2010-08-01 | 590.469924685487 |
| 2010-09-01 | 592.929790788837 |
| 2010-10-01 | 598.270654406792 |
| 2010-11-01 | 596.803638006934 |
| 2010-12-01 | 598.844396870601 |
| 2011-01-01 | 601.968874875181 |
| 2011-02-01 | 602.337622543012 |
| 2011-03-01 | 605.894941406920 |
| 2011-04-01 | 609.424418901162 |
| 2011-05-01 | 610.264592477593 |
| 2011-06-01 | 612.467038219626 |
| 2011-07-01 | 614.319544466699 |
| 2011-08-01 | 615.830110864014 |
| 2011-09-01 | 617.664209865489 |
| 2011-10-01 | 616.410187940355 |
| 2011-11-01 | 618.317320313811 |
| 2011-12-01 | 619.796498222687 |
| 2012-01-01 | 621.123497535513 |
| 2012-02-01 | 623.586057015317 |
| 2012-03-01 | 625.717593553350 |
| 2012-04-01 | 626.802091622663 |
| 2012-05-01 | 628.337316472844 |
| 2012-06-01 | 632.775763712775 |
| 2012-07-01 | 631.257144393865 |
| 2012-08-01 | 634.957330695694 |
| 2012-09-01 | 635.321400609362 |
| 2012-10-01 | 637.196392701765 |
| 2012-11-01 | 640.943262161264 |
| 2012-12-01 | 641.851005911433 |
| 2013-01-01 | 638.619037283444 |
| 2013-02-01 | 644.434611818872 |
| 2013-03-01 | 644.349067791476 |
| 2013-04-01 | 646.081240747390 |
| 2013-05-01 | 648.201355235676 |
| 2013-06-01 | 649.514542325289 |
| 2013-07-01 | 650.515875748123 |
| 2013-08-01 | 651.815844125028 |
| 2013-09-01 | 654.334795528928 |
| 2013-10-01 | 652.907495991881 |
| 2013-11-01 | 654.545875807546 |
| 2013-12-01 | 654.998932889326 |
| 2014-01-01 | 655.151767080336 |
| 2014-02-01 | 657.580531839003 |
| 2014-03-01 | 659.783132766770 |
| 2014-04-01 | 661.830472777962 |
| 2014-05-01 | 663.831028898687 |
| 2014-06-01 | 667.109316942191 |
| 2014-07-01 | 665.713964599858 |
| 2014-08-01 | 667.395272446278 |
| 2014-09-01 | 669.159868534863 |
| 2014-10-01 | 671.818331475180 |
| 2014-11-01 | 672.583338218352 |
| 2014-12-01 | 675.581666919521 |
| 2015-01-01 | 675.886015353857 |
| 2015-02-01 | 677.496314031859 |
| 2015-03-01 | 677.102833173321 |
| 2015-04-01 | 680.603547465229 |
| 2015-05-01 | 683.955985604599 |
| 2015-06-01 | 685.349606130140 |
| 2015-07-01 | 687.608849950396 |
| 2015-08-01 | 688.852880234795 |
| 2015-09-01 | 689.089916832432 |
| 2015-10-01 | 691.796978113734 |
| 2015-11-01 | 690.209094510770 |
| 2015-12-01 | 693.143771838684 |
| 2016-01-01 | 691.931411525074 |
| 2016-02-01 | 695.100324220685 |
| 2016-03-01 | 696.447917531772 |
| 2016-04-01 | 699.336719941458 |
| 2016-05-01 | 699.748272197455 |
| 2016-06-01 | 699.545061489882 |
| 2016-07-01 | 702.025590686183 |
| 2016-08-01 | 702.531742034827 |
| 2016-09-01 | 705.852939444654 |
| 2016-10-01 | 704.937345094862 |
| 2016-11-01 | 708.582103999854 |
| 2016-12-01 | 708.609784919770 |
| 2017-01-01 | 712.430268453234 |
| 2017-02-01 | 712.349063248122 |
| 2017-03-01 | 714.529206332200 |
| 2017-04-01 | 714.939644174100 |
| 2017-05-01 | 715.258362670941 |
| 2017-06-01 | 719.385521287376 |
| 2017-07-01 | 719.669756946858 |
| 2017-08-01 | 721.869873978292 |
| 2017-09-01 | 723.638528791792 |
| 2017-10-01 | 724.860357257201 |
| 2017-11-01 | 727.725470832402 |
| 2017-12-01 | 727.679476329330 |
| 2018-01-01 | 729.801864747599 |
| 2018-02-01 | 732.229811953759 |
| 2018-03-01 | 734.061043430270 |
| 2018-04-01 | 737.084321181316 |
| 2018-05-01 | 739.775331868239 |
| 2018-06-01 | 743.661721196494 |
| 2018-07-01 | 743.915491670284 |
| 2018-08-01 | 746.124814929161 |
| 2018-09-01 | 746.674645755535 |
| 2018-10-01 | 747.889571525160 |
| 2018-11-01 | 748.322159505568 |
| 2018-12-01 | 751.022191335939 |
| 2019-01-01 | 753.791585143688 |
| 2019-02-01 | 755.662588469095 |
| 2019-03-01 | 757.301888179407 |
| 2019-04-01 | 758.489156557627 |
| 2019-05-01 | 760.950818551599 |
| 2019-06-01 | 762.405716414471 |
| 2019-07-01 | 764.974184784776 |
| 2019-08-01 | 768.325007135025 |
| 2019-09-01 | 770.003263146617 |
| 2019-10-01 | 774.860060769979 |
| 2019-11-01 | 778.323286816207 |
| 2019-12-01 | 778.247521262516 |
| 2020-01-01 | 779.149602131022 |
| 2020-02-01 | 780.729077721087 |
| 2020-03-01 | 777.027110905934 |
| 2020-04-01 | 666.279189635308 |
| 2020-05-01 | 691.275316839184 |
| 2020-06-01 | 713.511936115910 |
| 2020-07-01 | 716.583552520732 |
| 2020-08-01 | 718.545063666597 |
| 2020-09-01 | 723.612755048565 |
| 2020-10-01 | 742.892560509389 |
| 2020-11-01 | 745.781692396834 |
| 2020-12-01 | 748.543416435057 |
| 2021-01-01 | 750.237158347171 |
| 2021-02-01 | 744.888265494242 |
| 2021-03-01 | 758.063989815663 |
| 2021-04-01 | 760.161400101508 |
| 2021-05-01 | 762.141889215078 |
| 2021-06-01 | 766.759134592593 |
| 2021-07-01 | 772.861019428574 |
| 2021-08-01 | 775.941912220766 |
| 2021-09-01 | 779.586863167562 |
| 2021-10-01 | 791.018441805957 |
| 2021-11-01 | 796.338825640334 |
| 2021-12-01 | 799.714569642694 |
| 2022-01-01 | 801.201255697935 |
| 2022-02-01 | 806.971570058077 |
| 2022-03-01 | 808.878008140559 |
| 2022-04-01 | 814.900069726657 |
| 2022-05-01 | 816.835381859150 |
| 2022-06-01 | 818.748463595003 |
| 2022-07-01 | 825.169722978471 |
| 2022-08-01 | 827.957597455331 |
| 2022-09-01 | 830.177578317904 |
| 2022-10-01 | 834.064995560830 |
| 2022-11-01 | 835.485338073642 |
| 2022-12-01 | 833.924240319806 |
| 2023-01-01 | 841.816370904123 |
| 2023-02-01 | 841.213052137494 |
| 2023-03-01 | 844.352987408347 |
| 2023-04-01 | 845.877123935869 |
| 2023-05-01 | 846.955449028011 |
| 2023-06-01 | 848.749469537787 |
| 2023-07-01 | 848.707152194414 |
| 2023-08-01 | 849.507320382734 |
| 2023-09-01 | 850.607938735489 |
| 2023-10-01 | 852.043812844797 |
| 2023-11-01 | 852.605398128201 |
| 2023-12-01 | 852.886991056619 |
| 2024-01-01 | 860.756056778088 |
| 2024-02-01 | 860.125961189523 |
| 2024-03-01 | 860.584303548892 |
| 2024-04-01 | 859.177765941695 |
| 2024-05-01 | 861.570371346090 |
| 2024-06-01 | 863.198180593845 |
| 2024-07-01 | 861.686388559585 |
| 2024-08-01 | 863.536256555796 |
| 2024-09-01 | 865.402262355228 |
| 2024-10-01 | 866.007062347841 |
| 2024-11-01 | 867.993996627049 |
| 2024-12-01 | 867.732852130274 |
| 2025-01-01 | 866.881696975438 |
| 2025-02-01 | 868.114652756740 |
| 2025-03-01 | 867.857853130843 |
| 2025-04-01 | 871.588818674206 |
| 2025-05-01 | 873.530563492478 |
| 2025-06-01 | 868.383365565908 |
| 2025-07-01 | 867.087383306867 |
| 2025-08-01 | 867.114687286915 |
| 2025-09-01 | 867.586413626159 |
| 2025-10-01 | 868.440849667219 |
| 2025-11-01 | 868.994490168911 |
| 2025-12-01 | 870.572514652295 |
| 2026-01-01 | 873.268186448361 |
| 2026-02-01 | 871.962109044189 |
| 2026-03-01 | 876.606458758265 |
| 2026-04-01 | 878.938912439192 |
| 2026-05-01 | 881.079536930749 |
| 2026-06-01 | 884.435474753061 |
| 2026-07-01 | 886.990926056086 |