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 2026-05-01 |
| Last Updated | 2026-06-24 9:52 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 | 373.040852014063 |
| 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 | 412.316244517297 |
| 1994-03-01 | 414.829960513829 |
| 1994-04-01 | 418.154807278384 |
| 1994-05-01 | 418.037514846018 |
| 1994-06-01 | 418.918050435421 |
| 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 | 429.176985266653 |
| 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 | 443.212274003041 |
| 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 | 457.347185537457 |
| 1996-09-01 | 457.971460812376 |
| 1996-10-01 | 460.748482549548 |
| 1996-11-01 | 463.049786720786 |
| 1996-12-01 | 463.219419326770 |
| 1997-01-01 | 463.030728517012 |
| 1997-02-01 | 465.262050505766 |
| 1997-03-01 | 468.925553039303 |
| 1997-04-01 | 471.307615735060 |
| 1997-05-01 | 473.272998451716 |
| 1997-06-01 | 475.697203387558 |
| 1997-07-01 | 479.071940612607 |
| 1997-08-01 | 479.739010331924 |
| 1997-09-01 | 483.577933871315 |
| 1997-10-01 | 485.636329937080 |
| 1997-11-01 | 488.182066937791 |
| 1997-12-01 | 489.679965277244 |
| 1998-01-01 | 492.135583515359 |
| 1998-02-01 | 493.265838884527 |
| 1998-03-01 | 493.865527113147 |
| 1998-04-01 | 496.615668683692 |
| 1998-05-01 | 497.783118279134 |
| 1998-06-01 | 499.316488437558 |
| 1998-07-01 | 499.875147390273 |
| 1998-08-01 | 501.524541078522 |
| 1998-09-01 | 503.866241211944 |
| 1998-10-01 | 505.835911720261 |
| 1998-11-01 | 507.501478641814 |
| 1998-12-01 | 510.046938582292 |
| 1999-01-01 | 511.738434185615 |
| 1999-02-01 | 514.533193919847 |
| 1999-03-01 | 515.444768339025 |
| 1999-04-01 | 518.060620149378 |
| 1999-05-01 | 517.425259156998 |
| 1999-06-01 | 519.973720938899 |
| 1999-07-01 | 521.643307573486 |
| 1999-08-01 | 523.210221923762 |
| 1999-09-01 | 523.993318110335 |
| 1999-10-01 | 527.673177751816 |
| 1999-11-01 | 528.649658847503 |
| 1999-12-01 | 531.090863455986 |
| 2000-01-01 | 533.154585807538 |
| 2000-02-01 | 534.159719305384 |
| 2000-03-01 | 536.474235862128 |
| 2000-04-01 | 536.114622394493 |
| 2000-05-01 | 538.810200943911 |
| 2000-06-01 | 540.682265977320 |
| 2000-07-01 | 541.757086263084 |
| 2000-08-01 | 543.820712934504 |
| 2000-09-01 | 545.884946806347 |
| 2000-10-01 | 546.326569026403 |
| 2000-11-01 | 548.159736064346 |
| 2000-12-01 | 549.006187924636 |
| 2001-01-01 | 547.686399934303 |
| 2001-02-01 | 548.128849170093 |
| 2001-03-01 | 547.801627366469 |
| 2001-04-01 | 547.978233504293 |
| 2001-05-01 | 548.237029021471 |
| 2001-06-01 | 549.503229487502 |
| 2001-07-01 | 549.699223170361 |
| 2001-08-01 | 550.680132851166 |
| 2001-09-01 | 546.658165713227 |
| 2001-10-01 | 543.063308797689 |
| 2001-11-01 | 540.151536949867 |
| 2001-12-01 | 539.528274815562 |
| 2002-01-01 | 543.374980563067 |
| 2002-02-01 | 542.559551760673 |
| 2002-03-01 | 543.581400697021 |
| 2002-04-01 | 542.110547372809 |
| 2002-05-01 | 542.330080395803 |
| 2002-06-01 | 541.695984358012 |
| 2002-07-01 | 540.311144257621 |
| 2002-08-01 | 540.092215097826 |
| 2002-09-01 | 537.949770570893 |
| 2002-10-01 | 536.942723729337 |
| 2002-11-01 | 535.898171334838 |
| 2002-12-01 | 534.475624190348 |
| 2003-01-01 | 534.962009810942 |
| 2003-02-01 | 534.738448088545 |
| 2003-03-01 | 533.721914316993 |
| 2003-04-01 | 533.991423291692 |
| 2003-05-01 | 533.801050963223 |
| 2003-06-01 | 532.434656314300 |
| 2003-07-01 | 533.860812349579 |
| 2003-08-01 | 534.588242327591 |
| 2003-09-01 | 535.678799843449 |
| 2003-10-01 | 536.287380399825 |
| 2003-11-01 | 536.292025092254 |
| 2003-12-01 | 536.713337881580 |
| 2004-01-01 | 537.044882449122 |
| 2004-02-01 | 538.346341200439 |
| 2004-03-01 | 539.242503632940 |
| 2004-04-01 | 541.880570425600 |
| 2004-05-01 | 542.762487075434 |
| 2004-06-01 | 542.429640953399 |
| 2004-07-01 | 544.754809212780 |
| 2004-08-01 | 547.071006055700 |
| 2004-09-01 | 548.941997373575 |
| 2004-10-01 | 555.371620140712 |
| 2004-11-01 | 555.207757481357 |
| 2004-12-01 | 557.627084489848 |
| 2005-01-01 | 556.333444041528 |
| 2005-02-01 | 556.405930009362 |
| 2005-03-01 | 557.942841125675 |
| 2005-04-01 | 560.086957813426 |
| 2005-05-01 | 561.183274464463 |
| 2005-06-01 | 563.584211523119 |
| 2005-07-01 | 564.940315302273 |
| 2005-08-01 | 565.358183634553 |
| 2005-09-01 | 567.269416850735 |
| 2005-10-01 | 567.753825319445 |
| 2005-11-01 | 569.237683661889 |
| 2005-12-01 | 570.912649299725 |
| 2006-01-01 | 573.283912254650 |
| 2006-02-01 | 573.901070417604 |
| 2006-03-01 | 575.979843658653 |
| 2006-04-01 | 575.593075035302 |
| 2006-05-01 | 577.190702566550 |
| 2006-06-01 | 579.091278877323 |
| 2006-07-01 | 579.635904920999 |
| 2006-08-01 | 581.949804907684 |
| 2006-09-01 | 583.785408689370 |
| 2006-10-01 | 586.079729404648 |
| 2006-11-01 | 589.564301738786 |
| 2006-12-01 | 592.924948165182 |
| 2007-01-01 | 591.665466892902 |
| 2007-02-01 | 594.093707083660 |
| 2007-03-01 | 596.309017314090 |
| 2007-04-01 | 594.451035375102 |
| 2007-05-01 | 594.833018546598 |
| 2007-06-01 | 596.499073322569 |
| 2007-07-01 | 597.936961423264 |
| 2007-08-01 | 599.933368712482 |
| 2007-09-01 | 600.822150300794 |
| 2007-10-01 | 602.161821894094 |
| 2007-11-01 | 603.466684581016 |
| 2007-12-01 | 604.411613214404 |
| 2008-01-01 | 604.055675366105 |
| 2008-02-01 | 605.473579648978 |
| 2008-03-01 | 604.780839729495 |
| 2008-04-01 | 608.054932418132 |
| 2008-05-01 | 608.358238146589 |
| 2008-06-01 | 607.207876705108 |
| 2008-07-01 | 607.527559762683 |
| 2008-08-01 | 606.325229774458 |
| 2008-09-01 | 604.944162618687 |
| 2008-10-01 | 604.104258169405 |
| 2008-11-01 | 600.327117107772 |
| 2008-12-01 | 598.175711559987 |
| 2009-01-01 | 600.365174917489 |
| 2009-02-01 | 597.277364475344 |
| 2009-03-01 | 594.705636036836 |
| 2009-04-01 | 592.129199542875 |
| 2009-05-01 | 592.126059693526 |
| 2009-06-01 | 591.358148807774 |
| 2009-07-01 | 590.832722997237 |
| 2009-08-01 | 588.564071859268 |
| 2009-09-01 | 586.866868053417 |
| 2009-10-01 | 586.489755220351 |
| 2009-11-01 | 585.770656162421 |
| 2009-12-01 | 586.278908478510 |
| 2010-01-01 | 587.460744744342 |
| 2010-02-01 | 587.541830773802 |
| 2010-03-01 | 589.537398858171 |
| 2010-04-01 | 588.716830596682 |
| 2010-05-01 | 588.067622544261 |
| 2010-06-01 | 588.919139867739 |
| 2010-07-01 | 589.577024388772 |
| 2010-08-01 | 590.451110112626 |
| 2010-09-01 | 592.888904606728 |
| 2010-10-01 | 598.373489269150 |
| 2010-11-01 | 596.820063021981 |
| 2010-12-01 | 598.826784414444 |
| 2011-01-01 | 602.063724773011 |
| 2011-02-01 | 602.346996226580 |
| 2011-03-01 | 605.767133217510 |
| 2011-04-01 | 609.428770270544 |
| 2011-05-01 | 610.274139779721 |
| 2011-06-01 | 612.432149457768 |
| 2011-07-01 | 614.323359759342 |
| 2011-08-01 | 615.805783132371 |
| 2011-09-01 | 617.587333290733 |
| 2011-10-01 | 616.513693663489 |
| 2011-11-01 | 618.341319802855 |
| 2011-12-01 | 619.784625261199 |
| 2012-01-01 | 621.266778093474 |
| 2012-02-01 | 623.588878582000 |
| 2012-03-01 | 625.624890970268 |
| 2012-04-01 | 626.799766816649 |
| 2012-05-01 | 628.343399223771 |
| 2012-06-01 | 632.697700946096 |
| 2012-07-01 | 631.261504059459 |
| 2012-08-01 | 634.931716152717 |
| 2012-09-01 | 635.207726756392 |
| 2012-10-01 | 637.289035936550 |
| 2012-11-01 | 640.982571754198 |
| 2012-12-01 | 641.837959839202 |
| 2013-01-01 | 638.834718906929 |
| 2013-02-01 | 644.428837435115 |
| 2013-03-01 | 644.281425253352 |
| 2013-04-01 | 646.071607093216 |
| 2013-05-01 | 648.203967429190 |
| 2013-06-01 | 649.388342334897 |
| 2013-07-01 | 650.517667837717 |
| 2013-08-01 | 651.787147392629 |
| 2013-09-01 | 654.222860071644 |
| 2013-10-01 | 652.962488787320 |
| 2013-11-01 | 654.605140105430 |
| 2013-12-01 | 654.980134853761 |
| 2014-01-01 | 655.438815960156 |
| 2014-02-01 | 657.560235416799 |
| 2014-03-01 | 659.738498111108 |
| 2014-04-01 | 661.810338736540 |
| 2014-05-01 | 663.826294856940 |
| 2014-06-01 | 666.942665227108 |
| 2014-07-01 | 665.712940711991 |
| 2014-08-01 | 667.376230233977 |
| 2014-09-01 | 669.058338056404 |
| 2014-10-01 | 671.842244743210 |
| 2014-11-01 | 672.658410799264 |
| 2014-12-01 | 675.562543958743 |
| 2015-01-01 | 676.206930834139 |
| 2015-02-01 | 677.472592788345 |
| 2015-03-01 | 677.056092638729 |
| 2015-04-01 | 680.582087752159 |
| 2015-05-01 | 683.953488958785 |
| 2015-06-01 | 685.149277324387 |
| 2015-07-01 | 687.609314503844 |
| 2015-08-01 | 688.844124288559 |
| 2015-09-01 | 689.029722055326 |
| 2015-10-01 | 691.796676349793 |
| 2015-11-01 | 690.281419833531 |
| 2015-12-01 | 693.134952854427 |
| 2016-01-01 | 692.212009735740 |
| 2016-02-01 | 695.080123076548 |
| 2016-03-01 | 696.403543955892 |
| 2016-04-01 | 699.316857171439 |
| 2016-05-01 | 699.748024641676 |
| 2016-06-01 | 699.358764811167 |
| 2016-07-01 | 702.028403787860 |
| 2016-08-01 | 702.532016323907 |
| 2016-09-01 | 705.827226020971 |
| 2016-10-01 | 704.932069907876 |
| 2016-11-01 | 708.640709865708 |
| 2016-12-01 | 708.591590728932 |
| 2017-01-01 | 712.647716441796 |
| 2017-02-01 | 712.311414021865 |
| 2017-03-01 | 714.501626508978 |
| 2017-04-01 | 714.927908457218 |
| 2017-05-01 | 715.266042977222 |
| 2017-06-01 | 719.250329410669 |
| 2017-07-01 | 719.683573813325 |
| 2017-08-01 | 721.886528354563 |
| 2017-09-01 | 723.612776690128 |
| 2017-10-01 | 724.858486778768 |
| 2017-11-01 | 727.760277456984 |
| 2017-12-01 | 727.659861348698 |
| 2018-01-01 | 729.935301593001 |
| 2018-02-01 | 732.141988362005 |
| 2018-03-01 | 734.065857004655 |
| 2018-04-01 | 737.095604927033 |
| 2018-05-01 | 739.807869867524 |
| 2018-06-01 | 743.586401895052 |
| 2018-07-01 | 743.949604767498 |
| 2018-08-01 | 746.167030902384 |
| 2018-09-01 | 746.609450789948 |
| 2018-10-01 | 747.890270175732 |
| 2018-11-01 | 748.336772107041 |
| 2018-12-01 | 750.999026991334 |
| 2019-01-01 | 753.847236143149 |
| 2019-02-01 | 755.521511024550 |
| 2019-03-01 | 757.340913639040 |
| 2019-04-01 | 758.525277305077 |
| 2019-05-01 | 761.012288629064 |
| 2019-06-01 | 762.393421734124 |
| 2019-07-01 | 765.027718914212 |
| 2019-08-01 | 768.387993639662 |
| 2019-09-01 | 769.888759039261 |
| 2019-10-01 | 774.860405699726 |
| 2019-11-01 | 778.318200073037 |
| 2019-12-01 | 778.229985391812 |
| 2020-01-01 | 779.142801467997 |
| 2020-02-01 | 780.551590428195 |
| 2020-03-01 | 777.083633870330 |
| 2020-04-01 | 666.324705341931 |
| 2020-05-01 | 691.350132273233 |
| 2020-06-01 | 713.554280647826 |
| 2020-07-01 | 716.639676286841 |
| 2020-08-01 | 718.601550981376 |
| 2020-09-01 | 723.493553856068 |
| 2020-10-01 | 742.880401899555 |
| 2020-11-01 | 745.774730729113 |
| 2020-12-01 | 748.510234803672 |
| 2021-01-01 | 750.233144805327 |
| 2021-02-01 | 744.711783235659 |
| 2021-03-01 | 758.107194053976 |
| 2021-04-01 | 760.194567246342 |
| 2021-05-01 | 762.201109300811 |
| 2021-06-01 | 766.891347585621 |
| 2021-07-01 | 772.906702353284 |
| 2021-08-01 | 775.997388035408 |
| 2021-09-01 | 779.460451067121 |
| 2021-10-01 | 791.010991575502 |
| 2021-11-01 | 796.338114359840 |
| 2021-12-01 | 799.684256048683 |
| 2022-01-01 | 801.215098764245 |
| 2022-02-01 | 806.790628918287 |
| 2022-03-01 | 808.895170198044 |
| 2022-04-01 | 814.875365245720 |
| 2022-05-01 | 816.832521681358 |
| 2022-06-01 | 818.942191888241 |
| 2022-07-01 | 825.218554669244 |
| 2022-08-01 | 828.018009911290 |
| 2022-09-01 | 830.106871889793 |
| 2022-10-01 | 834.078424261067 |
| 2022-11-01 | 835.505539856811 |
| 2022-12-01 | 833.897936975695 |
| 2023-01-01 | 841.821556668229 |
| 2023-02-01 | 841.121266430740 |
| 2023-03-01 | 844.295962365558 |
| 2023-04-01 | 845.726762060253 |
| 2023-05-01 | 846.760537683345 |
| 2023-06-01 | 849.065111469176 |
| 2023-07-01 | 848.792423880462 |
| 2023-08-01 | 849.591262962368 |
| 2023-09-01 | 850.629057220338 |
| 2023-10-01 | 852.111509238988 |
| 2023-11-01 | 852.659983483532 |
| 2023-12-01 | 852.849294909039 |
| 2024-01-01 | 860.734780874649 |
| 2024-02-01 | 860.135762874438 |
| 2024-03-01 | 860.429339717936 |
| 2024-04-01 | 858.881251376878 |
| 2024-05-01 | 861.124475529395 |
| 2024-06-01 | 863.615016538926 |
| 2024-07-01 | 861.892174848531 |
| 2024-08-01 | 863.657822106961 |
| 2024-09-01 | 865.525212310432 |
| 2024-10-01 | 866.135253167564 |
| 2024-11-01 | 868.086135955829 |
| 2024-12-01 | 867.666384148027 |
| 2025-01-01 | 866.811139538783 |
| 2025-02-01 | 868.231596805993 |
| 2025-03-01 | 867.605280519118 |
| 2025-04-01 | 871.148662538110 |
| 2025-05-01 | 872.808559037070 |
| 2025-06-01 | 868.939984868274 |
| 2025-07-01 | 867.421345711238 |
| 2025-08-01 | 867.283386575044 |
| 2025-09-01 | 867.765274709784 |
| 2025-10-01 | 868.629319889610 |
| 2025-11-01 | 869.116563262163 |
| 2025-12-01 | 870.478901109109 |
| 2026-01-01 | 873.169577578727 |
| 2026-02-01 | 872.110238288861 |
| 2026-03-01 | 876.291512086098 |
| 2026-04-01 | 878.402480353354 |
| 2026-05-01 | 880.266529783192 |