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 2026-06-01 |
| Last Updated | 2026-07-22 9:45 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 | 369.677729422210 |
| 1990-02-01 | 372.903737686513 |
| 1990-03-01 | 373.040852014062 |
| 1990-04-01 | 371.320891248291 |
| 1990-05-01 | 372.762037566104 |
| 1990-06-01 | 375.153395769556 |
| 1990-07-01 | 377.931010639947 |
| 1990-08-01 | 379.655888700406 |
| 1990-09-01 | 379.864173297051 |
| 1990-10-01 | 380.012964174607 |
| 1990-11-01 | 380.855480089294 |
| 1990-12-01 | 381.794256530214 |
| 1991-01-01 | 383.388712963821 |
| 1991-02-01 | 381.957433933243 |
| 1991-03-01 | 382.385515798276 |
| 1991-04-01 | 381.076171744341 |
| 1991-05-01 | 382.691128650649 |
| 1991-06-01 | 382.785579193752 |
| 1991-07-01 | 384.203761054957 |
| 1991-08-01 | 385.733510181774 |
| 1991-09-01 | 386.504837756922 |
| 1991-10-01 | 387.434505299959 |
| 1991-11-01 | 387.836790723891 |
| 1991-12-01 | 388.226174437413 |
| 1992-01-01 | 386.412356818470 |
| 1992-02-01 | 387.811939411440 |
| 1992-03-01 | 388.334614404806 |
| 1992-04-01 | 391.240616850479 |
| 1992-05-01 | 392.316799951641 |
| 1992-06-01 | 393.000534319228 |
| 1992-07-01 | 391.292087276992 |
| 1992-08-01 | 390.651470121846 |
| 1992-09-01 | 391.733014221590 |
| 1992-10-01 | 393.742489632294 |
| 1992-11-01 | 394.433158303875 |
| 1992-12-01 | 395.885908397135 |
| 1993-01-01 | 398.344141668501 |
| 1993-02-01 | 399.491903079976 |
| 1993-03-01 | 399.328462556720 |
| 1993-04-01 | 401.916792505730 |
| 1993-05-01 | 400.499808570341 |
| 1993-06-01 | 402.649130104851 |
| 1993-07-01 | 406.496446037361 |
| 1993-08-01 | 406.026225517846 |
| 1993-09-01 | 408.044346401201 |
| 1993-10-01 | 407.393817868845 |
| 1993-11-01 | 408.493969210062 |
| 1993-12-01 | 409.099798270166 |
| 1994-01-01 | 411.578392026924 |
| 1994-02-01 | 412.316244517296 |
| 1994-03-01 | 414.829960513829 |
| 1994-04-01 | 418.154807278384 |
| 1994-05-01 | 418.037514846018 |
| 1994-06-01 | 418.918050435422 |
| 1994-07-01 | 420.777799737203 |
| 1994-08-01 | 421.959984320739 |
| 1994-09-01 | 422.240949582640 |
| 1994-10-01 | 423.322248628521 |
| 1994-11-01 | 425.832377762362 |
| 1994-12-01 | 426.043073854047 |
| 1995-01-01 | 426.041090024908 |
| 1995-02-01 | 429.176985266652 |
| 1995-03-01 | 431.432793968927 |
| 1995-04-01 | 431.086078359407 |
| 1995-05-01 | 433.660813496658 |
| 1995-06-01 | 435.360066685087 |
| 1995-07-01 | 436.996590440784 |
| 1995-08-01 | 438.999736203906 |
| 1995-09-01 | 440.953522841292 |
| 1995-10-01 | 443.212274003042 |
| 1995-11-01 | 444.513061836877 |
| 1995-12-01 | 447.307460400791 |
| 1996-01-01 | 449.149074873124 |
| 1996-02-01 | 450.369419129092 |
| 1996-03-01 | 451.110710404064 |
| 1996-04-01 | 451.362437953135 |
| 1996-05-01 | 453.569251055950 |
| 1996-06-01 | 454.527614262313 |
| 1996-07-01 | 455.430908997416 |
| 1996-08-01 | 457.347185537456 |
| 1996-09-01 | 457.971460812375 |
| 1996-10-01 | 460.748482549547 |
| 1996-11-01 | 463.049786720786 |
| 1996-12-01 | 463.219419326770 |
| 1997-01-01 | 463.030728517013 |
| 1997-02-01 | 465.262050505766 |
| 1997-03-01 | 468.925553039303 |
| 1997-04-01 | 471.307615735059 |
| 1997-05-01 | 473.272998451716 |
| 1997-06-01 | 475.697203387558 |
| 1997-07-01 | 479.071940612607 |
| 1997-08-01 | 479.739010331924 |
| 1997-09-01 | 483.577933871314 |
| 1997-10-01 | 485.636329937079 |
| 1997-11-01 | 488.182066937791 |
| 1997-12-01 | 489.679965277245 |
| 1998-01-01 | 492.135583515361 |
| 1998-02-01 | 493.265838884529 |
| 1998-03-01 | 493.865527113147 |
| 1998-04-01 | 496.615668683692 |
| 1998-05-01 | 497.783118279135 |
| 1998-06-01 | 499.316488437561 |
| 1998-07-01 | 499.875147390277 |
| 1998-08-01 | 501.524541078524 |
| 1998-09-01 | 503.866241211939 |
| 1998-10-01 | 505.835911720249 |
| 1998-11-01 | 507.501478641797 |
| 1998-12-01 | 510.046938582270 |
| 1999-01-01 | 511.738434185626 |
| 1999-02-01 | 514.533193919860 |
| 1999-03-01 | 515.444768339058 |
| 1999-04-01 | 518.060620149412 |
| 1999-05-01 | 517.425259157027 |
| 1999-06-01 | 519.973720938909 |
| 1999-07-01 | 521.643307573474 |
| 1999-08-01 | 523.210221923728 |
| 1999-09-01 | 523.993318110287 |
| 1999-10-01 | 527.673177751758 |
| 1999-11-01 | 528.649658847449 |
| 1999-12-01 | 531.090863455917 |
| 2000-01-01 | 533.154585807575 |
| 2000-02-01 | 534.159719305458 |
| 2000-03-01 | 536.474235862272 |
| 2000-04-01 | 536.114622394632 |
| 2000-05-01 | 538.810200944013 |
| 2000-06-01 | 540.682265977334 |
| 2000-07-01 | 541.757086262996 |
| 2000-08-01 | 543.820712934352 |
| 2000-09-01 | 545.884946806190 |
| 2000-10-01 | 546.326569026236 |
| 2000-11-01 | 548.159736064202 |
| 2000-12-01 | 549.006187924555 |
| 2001-01-01 | 547.686399934424 |
| 2001-02-01 | 548.128849170149 |
| 2001-03-01 | 547.801627366622 |
| 2001-04-01 | 547.978233505267 |
| 2001-05-01 | 548.237029021733 |
| 2001-06-01 | 549.503229486779 |
| 2001-07-01 | 549.699223170574 |
| 2001-08-01 | 550.680132851292 |
| 2001-09-01 | 546.658165711764 |
| 2001-10-01 | 543.063308797508 |
| 2001-11-01 | 540.151536949695 |
| 2001-12-01 | 539.528274815473 |
| 2002-01-01 | 543.374980563738 |
| 2002-02-01 | 542.559551761492 |
| 2002-03-01 | 543.581400697607 |
| 2002-04-01 | 542.110547374326 |
| 2002-05-01 | 542.330080395407 |
| 2002-06-01 | 541.695984355708 |
| 2002-07-01 | 540.311144257632 |
| 2002-08-01 | 540.092215098324 |
| 2002-09-01 | 537.949770568515 |
| 2002-10-01 | 536.942723729422 |
| 2002-11-01 | 535.898171334990 |
| 2002-12-01 | 534.475624190704 |
| 2003-01-01 | 534.962009812957 |
| 2003-02-01 | 534.738448091039 |
| 2003-03-01 | 533.721914318677 |
| 2003-04-01 | 533.991423293812 |
| 2003-05-01 | 533.801050961253 |
| 2003-06-01 | 532.434656308890 |
| 2003-07-01 | 533.860812347684 |
| 2003-08-01 | 534.588242325545 |
| 2003-09-01 | 535.678799836627 |
| 2003-10-01 | 536.287380398941 |
| 2003-11-01 | 536.292025100437 |
| 2003-12-01 | 536.713337883429 |
| 2004-01-01 | 537.044882458181 |
| 2004-02-01 | 538.346341205327 |
| 2004-03-01 | 539.242503647013 |
| 2004-04-01 | 541.880570428266 |
| 2004-05-01 | 542.762487046741 |
| 2004-06-01 | 542.429640950759 |
| 2004-07-01 | 544.754809209655 |
| 2004-08-01 | 547.071006044745 |
| 2004-09-01 | 548.941997356109 |
| 2004-10-01 | 555.371620137135 |
| 2004-11-01 | 555.207757500018 |
| 2004-12-01 | 557.627084501107 |
| 2005-01-01 | 556.333444071846 |
| 2005-02-01 | 556.405930031433 |
| 2005-03-01 | 557.942841126970 |
| 2005-04-01 | 560.086957823370 |
| 2005-05-01 | 561.183274414768 |
| 2005-06-01 | 563.584211531875 |
| 2005-07-01 | 564.940315305194 |
| 2005-08-01 | 565.358183625796 |
| 2005-09-01 | 567.269416821430 |
| 2005-10-01 | 567.753825276896 |
| 2005-11-01 | 569.237683593538 |
| 2005-12-01 | 570.912649359983 |
| 2006-01-01 | 573.283912298379 |
| 2006-02-01 | 573.901070414635 |
| 2006-03-01 | 575.979843686142 |
| 2006-04-01 | 575.593075142126 |
| 2006-05-01 | 577.190702578273 |
| 2006-06-01 | 579.091278962235 |
| 2006-07-01 | 579.635904956938 |
| 2006-08-01 | 581.949804872941 |
| 2006-09-01 | 583.785408557524 |
| 2006-10-01 | 586.079729179128 |
| 2006-11-01 | 589.564301445281 |
| 2006-12-01 | 592.924948179512 |
| 2007-01-01 | 591.665466909881 |
| 2007-02-01 | 594.093707122619 |
| 2007-03-01 | 596.309017726462 |
| 2007-04-01 | 594.451035790200 |
| 2007-05-01 | 594.833018801130 |
| 2007-06-01 | 596.499073500785 |
| 2007-07-01 | 597.936961329534 |
| 2007-08-01 | 599.933368398251 |
| 2007-09-01 | 600.822149825166 |
| 2007-10-01 | 602.161821054041 |
| 2007-11-01 | 603.466683975492 |
| 2007-12-01 | 604.411613399906 |
| 2008-01-01 | 604.055675607112 |
| 2008-02-01 | 605.473579722807 |
| 2008-03-01 | 604.780840184963 |
| 2008-04-01 | 608.054935343585 |
| 2008-05-01 | 608.358238254550 |
| 2008-06-01 | 607.207876630305 |
| 2008-07-01 | 607.527559120914 |
| 2008-08-01 | 606.325228793365 |
| 2008-09-01 | 604.944161535921 |
| 2008-10-01 | 604.104254550091 |
| 2008-11-01 | 600.327117002411 |
| 2008-12-01 | 598.175712745125 |
| 2009-01-01 | 600.365176128521 |
| 2009-02-01 | 597.277365052922 |
| 2009-03-01 | 594.705636893296 |
| 2009-04-01 | 592.129205247456 |
| 2009-05-01 | 592.126060285200 |
| 2009-06-01 | 591.358147225268 |
| 2009-07-01 | 590.832722003436 |
| 2009-08-01 | 588.564069001546 |
| 2009-09-01 | 586.866865245053 |
| 2009-10-01 | 586.489747394583 |
| 2009-11-01 | 585.770659075086 |
| 2009-12-01 | 586.278908170761 |
| 2010-01-01 | 587.460753801857 |
| 2010-02-01 | 587.541829730241 |
| 2010-03-01 | 589.537399131494 |
| 2010-04-01 | 588.716839484761 |
| 2010-05-01 | 588.067623957386 |
| 2010-06-01 | 588.919136797732 |
| 2010-07-01 | 589.577023958586 |
| 2010-08-01 | 590.451107378977 |
| 2010-09-01 | 592.888888612263 |
| 2010-10-01 | 598.373478248214 |
| 2010-11-01 | 596.820070499771 |
| 2010-12-01 | 598.826783945750 |
| 2011-01-01 | 602.063743747484 |
| 2011-02-01 | 602.346995979316 |
| 2011-03-01 | 605.767135338652 |
| 2011-04-01 | 609.428782427933 |
| 2011-05-01 | 610.274145896904 |
| 2011-06-01 | 612.432151568550 |
| 2011-07-01 | 614.323358189782 |
| 2011-08-01 | 615.805770963519 |
| 2011-09-01 | 617.587288512913 |
| 2011-10-01 | 616.513670498087 |
| 2011-11-01 | 618.341330693421 |
| 2011-12-01 | 619.784633541115 |
| 2012-01-01 | 621.266821091681 |
| 2012-02-01 | 623.588890127279 |
| 2012-03-01 | 625.624892150885 |
| 2012-04-01 | 626.799784833544 |
| 2012-05-01 | 628.343415069342 |
| 2012-06-01 | 632.697719291894 |
| 2012-07-01 | 631.261497720017 |
| 2012-08-01 | 634.931672774576 |
| 2012-09-01 | 635.207627092629 |
| 2012-10-01 | 637.289013288249 |
| 2012-11-01 | 640.982540006356 |
| 2012-12-01 | 641.837967873324 |
| 2013-01-01 | 638.834896750328 |
| 2013-02-01 | 644.428842088406 |
| 2013-03-01 | 644.281411259541 |
| 2013-04-01 | 646.071634413768 |
| 2013-05-01 | 648.204002651620 |
| 2013-06-01 | 649.388371262676 |
| 2013-07-01 | 650.517664559848 |
| 2013-08-01 | 651.787118537323 |
| 2013-09-01 | 654.222592217368 |
| 2013-10-01 | 652.962338013852 |
| 2013-11-01 | 654.605070509512 |
| 2013-12-01 | 654.980327603517 |
| 2014-01-01 | 655.439154691748 |
| 2014-02-01 | 657.560322607433 |
| 2014-03-01 | 659.738586678538 |
| 2014-04-01 | 661.810439078752 |
| 2014-05-01 | 663.826306588503 |
| 2014-06-01 | 666.942533997200 |
| 2014-07-01 | 665.712585706259 |
| 2014-08-01 | 667.375849898927 |
| 2014-09-01 | 669.057748214479 |
| 2014-10-01 | 671.842057014366 |
| 2014-11-01 | 672.658641907047 |
| 2014-12-01 | 675.563452372539 |
| 2015-01-01 | 676.207937946454 |
| 2015-02-01 | 677.473128030448 |
| 2015-03-01 | 677.056442522481 |
| 2015-04-01 | 680.582129291736 |
| 2015-05-01 | 683.952920424712 |
| 2015-06-01 | 685.148185075363 |
| 2015-07-01 | 687.607679275755 |
| 2015-08-01 | 688.842704108442 |
| 2015-09-01 | 689.028781934973 |
| 2015-10-01 | 691.796941679675 |
| 2015-11-01 | 690.282911212084 |
| 2015-12-01 | 693.137737385512 |
| 2016-01-01 | 692.214616536046 |
| 2016-02-01 | 695.081830837430 |
| 2016-03-01 | 696.404384370980 |
| 2016-04-01 | 699.316578234891 |
| 2016-05-01 | 699.745420222765 |
| 2016-06-01 | 699.354835835274 |
| 2016-07-01 | 702.024783032398 |
| 2016-08-01 | 702.528497565029 |
| 2016-09-01 | 705.823516630451 |
| 2016-10-01 | 704.930923899151 |
| 2016-11-01 | 708.656059461946 |
| 2016-12-01 | 708.591464127905 |
| 2017-01-01 | 712.648784353047 |
| 2017-02-01 | 712.325701146192 |
| 2017-03-01 | 714.499755574657 |
| 2017-04-01 | 714.922761064507 |
| 2017-05-01 | 715.262804975909 |
| 2017-06-01 | 719.240398156149 |
| 2017-07-01 | 719.673867006971 |
| 2017-08-01 | 721.876655883447 |
| 2017-09-01 | 723.613640462904 |
| 2017-10-01 | 724.853801697199 |
| 2017-11-01 | 727.790456993780 |
| 2017-12-01 | 727.659244295924 |
| 2018-01-01 | 729.937154044587 |
| 2018-02-01 | 732.173224581774 |
| 2018-03-01 | 734.062901237614 |
| 2018-04-01 | 737.086784266980 |
| 2018-05-01 | 739.794167719426 |
| 2018-06-01 | 743.569713349143 |
| 2018-07-01 | 743.932049247606 |
| 2018-08-01 | 746.148418031101 |
| 2018-09-01 | 746.612471867113 |
| 2018-10-01 | 747.881449946501 |
| 2018-11-01 | 748.383264490833 |
| 2018-12-01 | 751.001603353597 |
| 2019-01-01 | 753.856255955317 |
| 2019-02-01 | 755.575215363438 |
| 2019-03-01 | 757.338578765885 |
| 2019-04-01 | 758.513842074635 |
| 2019-05-01 | 760.991734101952 |
| 2019-06-01 | 762.345135674174 |
| 2019-07-01 | 765.006098267120 |
| 2019-08-01 | 768.361217454259 |
| 2019-09-01 | 769.897102159851 |
| 2019-10-01 | 774.847943069759 |
| 2019-11-01 | 778.363106287075 |
| 2019-12-01 | 778.229688301710 |
| 2020-01-01 | 779.216920296495 |
| 2020-02-01 | 780.605741285728 |
| 2020-03-01 | 777.080758099002 |
| 2020-04-01 | 666.315544684806 |
| 2020-05-01 | 691.321530643599 |
| 2020-06-01 | 713.476797475523 |
| 2020-07-01 | 716.615588727685 |
| 2020-08-01 | 718.572305779462 |
| 2020-09-01 | 723.498622147579 |
| 2020-10-01 | 742.865023241005 |
| 2020-11-01 | 745.806802533456 |
| 2020-12-01 | 748.501997331457 |
| 2021-01-01 | 750.390139262141 |
| 2021-02-01 | 744.753135828608 |
| 2021-03-01 | 758.105118405942 |
| 2021-04-01 | 760.195965677390 |
| 2021-05-01 | 762.186368083145 |
| 2021-06-01 | 766.730752816627 |
| 2021-07-01 | 772.885338127729 |
| 2021-08-01 | 775.964075194247 |
| 2021-09-01 | 779.463243115181 |
| 2021-10-01 | 790.989196062844 |
| 2021-11-01 | 796.344702978162 |
| 2021-12-01 | 799.668636230864 |
| 2022-01-01 | 801.472302037736 |
| 2022-02-01 | 806.809190656544 |
| 2022-03-01 | 808.895496709011 |
| 2022-04-01 | 814.925875699354 |
| 2022-05-01 | 816.850904059159 |
| 2022-06-01 | 818.703411989443 |
| 2022-07-01 | 825.182405427897 |
| 2022-08-01 | 827.969528116920 |
| 2022-09-01 | 830.087172620848 |
| 2022-10-01 | 834.046014691664 |
| 2022-11-01 | 835.486806814532 |
| 2022-12-01 | 833.891084676568 |
| 2023-01-01 | 842.144124069578 |
| 2023-02-01 | 841.080122922929 |
| 2023-03-01 | 844.329435324510 |
| 2023-04-01 | 845.869248147013 |
| 2023-05-01 | 846.902138973683 |
| 2023-06-01 | 848.701031570158 |
| 2023-07-01 | 848.716764061034 |
| 2023-08-01 | 849.509639461464 |
| 2023-09-01 | 850.571170795361 |
| 2023-10-01 | 852.063632786255 |
| 2023-11-01 | 852.624428122299 |
| 2023-12-01 | 852.858942220883 |
| 2024-01-01 | 861.090822093004 |
| 2024-02-01 | 860.036545619528 |
| 2024-03-01 | 860.503384043139 |
| 2024-04-01 | 859.135028007775 |
| 2024-05-01 | 861.436600536398 |
| 2024-06-01 | 863.117153439823 |
| 2024-07-01 | 861.750864039526 |
| 2024-08-01 | 863.530484219051 |
| 2024-09-01 | 865.421338674586 |
| 2024-10-01 | 866.069991576743 |
| 2024-11-01 | 868.056166081901 |
| 2024-12-01 | 867.705325722655 |
| 2025-01-01 | 867.146093629403 |
| 2025-02-01 | 868.086749131598 |
| 2025-03-01 | 867.732413943688 |
| 2025-04-01 | 871.509032666265 |
| 2025-05-01 | 873.324103135174 |
| 2025-06-01 | 868.272716457696 |
| 2025-07-01 | 867.222557754484 |
| 2025-08-01 | 867.113581486017 |
| 2025-09-01 | 867.627667665608 |
| 2025-10-01 | 868.549609281275 |
| 2025-11-01 | 869.102891890010 |
| 2025-12-01 | 870.549513261011 |
| 2026-01-01 | 873.449819732873 |
| 2026-02-01 | 871.959332963550 |
| 2026-03-01 | 876.450646073532 |
| 2026-04-01 | 878.843917186138 |
| 2026-05-01 | 880.824424256892 |
| 2026-06-01 | 883.275281556747 |