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 2026-04-01 |
| Last Updated | 2026-05-26 12:56 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 | 369.677729422210 |
| 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 | 388.226174437414 |
| 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 | 401.916792505729 |
| 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 | 447.307460400792 |
| 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 | 463.030728517012 |
| 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 | 479.071940612606 |
| 1997-08-01 | 479.739010331924 |
| 1997-09-01 | 483.577933871315 |
| 1997-10-01 | 485.636329937080 |
| 1997-11-01 | 488.182066937791 |
| 1997-12-01 | 489.679965277245 |
| 1998-01-01 | 492.135583515360 |
| 1998-02-01 | 493.265838884528 |
| 1998-03-01 | 493.865527113147 |
| 1998-04-01 | 496.615668683693 |
| 1998-05-01 | 497.783118279133 |
| 1998-06-01 | 499.316488437558 |
| 1998-07-01 | 499.875147390272 |
| 1998-08-01 | 501.524541078522 |
| 1998-09-01 | 503.866241211943 |
| 1998-10-01 | 505.835911720261 |
| 1998-11-01 | 507.501478641812 |
| 1998-12-01 | 510.046938582289 |
| 1999-01-01 | 511.738434185625 |
| 1999-02-01 | 514.533193919846 |
| 1999-03-01 | 515.444768339024 |
| 1999-04-01 | 518.060620149378 |
| 1999-05-01 | 517.425259156996 |
| 1999-06-01 | 519.973720938899 |
| 1999-07-01 | 521.643307573485 |
| 1999-08-01 | 523.210221923764 |
| 1999-09-01 | 523.993318110337 |
| 1999-10-01 | 527.673177751818 |
| 1999-11-01 | 528.649658847501 |
| 1999-12-01 | 531.090863455964 |
| 2000-01-01 | 533.154585807561 |
| 2000-02-01 | 534.159719305383 |
| 2000-03-01 | 536.474235862128 |
| 2000-04-01 | 536.114622394493 |
| 2000-05-01 | 538.810200943908 |
| 2000-06-01 | 540.682265977318 |
| 2000-07-01 | 541.757086263083 |
| 2000-08-01 | 543.820712934513 |
| 2000-09-01 | 545.884946806358 |
| 2000-10-01 | 546.326569026411 |
| 2000-11-01 | 548.159736064341 |
| 2000-12-01 | 549.006187924586 |
| 2001-01-01 | 547.686399934329 |
| 2001-02-01 | 548.128849170080 |
| 2001-03-01 | 547.801627366460 |
| 2001-04-01 | 547.978233504314 |
| 2001-05-01 | 548.237029021471 |
| 2001-06-01 | 549.503229487501 |
| 2001-07-01 | 549.699223170389 |
| 2001-08-01 | 550.680132851192 |
| 2001-09-01 | 546.658165713281 |
| 2001-10-01 | 543.063308797683 |
| 2001-11-01 | 540.151536949830 |
| 2001-12-01 | 539.528274815403 |
| 2002-01-01 | 543.374980563067 |
| 2002-02-01 | 542.559551760641 |
| 2002-03-01 | 543.581400697013 |
| 2002-04-01 | 542.110547372890 |
| 2002-05-01 | 542.330080395875 |
| 2002-06-01 | 541.695984358070 |
| 2002-07-01 | 540.311144257724 |
| 2002-08-01 | 540.092215097888 |
| 2002-09-01 | 537.949770570981 |
| 2002-10-01 | 536.942723729300 |
| 2002-11-01 | 535.898171334747 |
| 2002-12-01 | 534.475624190060 |
| 2003-01-01 | 534.962009810799 |
| 2003-02-01 | 534.738448088256 |
| 2003-03-01 | 533.721914316644 |
| 2003-04-01 | 533.991423291521 |
| 2003-05-01 | 533.801050963376 |
| 2003-06-01 | 532.434656314844 |
| 2003-07-01 | 533.860812350534 |
| 2003-08-01 | 534.588242328859 |
| 2003-09-01 | 535.678799844651 |
| 2003-10-01 | 536.287380400019 |
| 2003-11-01 | 536.292025089641 |
| 2003-12-01 | 536.713337880286 |
| 2004-01-01 | 537.044882447312 |
| 2004-02-01 | 538.346341199061 |
| 2004-03-01 | 539.242503632126 |
| 2004-04-01 | 541.880570425373 |
| 2004-05-01 | 542.762487078014 |
| 2004-06-01 | 542.429640955698 |
| 2004-07-01 | 544.754809216658 |
| 2004-08-01 | 547.071006060443 |
| 2004-09-01 | 548.941997376824 |
| 2004-10-01 | 555.371620139343 |
| 2004-11-01 | 555.207757471112 |
| 2004-12-01 | 557.627084482258 |
| 2005-01-01 | 556.333444035864 |
| 2005-02-01 | 556.405930009331 |
| 2005-03-01 | 557.942841128435 |
| 2005-04-01 | 560.086957817146 |
| 2005-05-01 | 561.183274470231 |
| 2005-06-01 | 563.584211525673 |
| 2005-07-01 | 564.940315307317 |
| 2005-08-01 | 565.358183641261 |
| 2005-09-01 | 567.269416857266 |
| 2005-10-01 | 567.753825324941 |
| 2005-11-01 | 569.237683645162 |
| 2005-12-01 | 570.912649266534 |
| 2006-01-01 | 573.283912250665 |
| 2006-02-01 | 573.901070436550 |
| 2006-03-01 | 575.979843671013 |
| 2006-04-01 | 575.593075037361 |
| 2006-05-01 | 577.190702562402 |
| 2006-06-01 | 579.091278859251 |
| 2006-07-01 | 579.635904911333 |
| 2006-08-01 | 581.949804919249 |
| 2006-09-01 | 583.785408715890 |
| 2006-10-01 | 586.079729441753 |
| 2006-11-01 | 589.564301744829 |
| 2006-12-01 | 592.924948120678 |
| 2007-01-01 | 591.665466879701 |
| 2007-02-01 | 594.093707079955 |
| 2007-03-01 | 596.309017409647 |
| 2007-04-01 | 594.451035292501 |
| 2007-05-01 | 594.833018459782 |
| 2007-06-01 | 596.499073247841 |
| 2007-07-01 | 597.936961408784 |
| 2007-08-01 | 599.933368772032 |
| 2007-09-01 | 600.822150419366 |
| 2007-10-01 | 602.161822122519 |
| 2007-11-01 | 603.466684630910 |
| 2007-12-01 | 604.411613107921 |
| 2008-01-01 | 604.055675271493 |
| 2008-02-01 | 605.473579590630 |
| 2008-03-01 | 604.780839948653 |
| 2008-04-01 | 608.054931955814 |
| 2008-05-01 | 608.358237977972 |
| 2008-06-01 | 607.207876587576 |
| 2008-07-01 | 607.527559790484 |
| 2008-08-01 | 606.325229908031 |
| 2008-09-01 | 604.944162797682 |
| 2008-10-01 | 604.104259187036 |
| 2008-11-01 | 600.327116992116 |
| 2008-12-01 | 598.175711258841 |
| 2009-01-01 | 600.365174716198 |
| 2009-02-01 | 597.277364482092 |
| 2009-03-01 | 594.705636476038 |
| 2009-04-01 | 592.129198695306 |
| 2009-05-01 | 592.126059175361 |
| 2009-06-01 | 591.358148117098 |
| 2009-07-01 | 590.832722765117 |
| 2009-08-01 | 588.564072580715 |
| 2009-09-01 | 586.866868495301 |
| 2009-10-01 | 586.489757348874 |
| 2009-11-01 | 585.770655928035 |
| 2009-12-01 | 586.278908799521 |
| 2010-01-01 | 587.460742661365 |
| 2010-02-01 | 587.541831779839 |
| 2010-03-01 | 589.537399841624 |
| 2010-04-01 | 588.716829075391 |
| 2010-05-01 | 588.067621012455 |
| 2010-06-01 | 588.919137995817 |
| 2010-07-01 | 589.577023515639 |
| 2010-08-01 | 590.451111386668 |
| 2010-09-01 | 592.888908386204 |
| 2010-10-01 | 598.373492823051 |
| 2010-11-01 | 596.820062141961 |
| 2010-12-01 | 598.826784667354 |
| 2011-01-01 | 602.063719997196 |
| 2011-02-01 | 602.346996972710 |
| 2011-03-01 | 605.767134086605 |
| 2011-04-01 | 609.428769378585 |
| 2011-05-01 | 610.274140012422 |
| 2011-06-01 | 612.432136269396 |
| 2011-07-01 | 614.323363353575 |
| 2011-08-01 | 615.805790263514 |
| 2011-09-01 | 617.587344826722 |
| 2011-10-01 | 616.513699459878 |
| 2011-11-01 | 618.341316516684 |
| 2011-12-01 | 619.784620689066 |
| 2012-01-01 | 621.266765325704 |
| 2012-02-01 | 623.588876441781 |
| 2012-03-01 | 625.624891758884 |
| 2012-04-01 | 626.799767820910 |
| 2012-05-01 | 628.343402376935 |
| 2012-06-01 | 632.697676740852 |
| 2012-07-01 | 631.261515663531 |
| 2012-08-01 | 634.931736033676 |
| 2012-09-01 | 635.207752447636 |
| 2012-10-01 | 637.289044193144 |
| 2012-11-01 | 640.982562349825 |
| 2012-12-01 | 641.837955097598 |
| 2013-01-01 | 638.834659735502 |
| 2013-02-01 | 644.428840524847 |
| 2013-03-01 | 644.281432232735 |
| 2013-04-01 | 646.071613246566 |
| 2013-05-01 | 648.203974544938 |
| 2013-06-01 | 649.388311043615 |
| 2013-07-01 | 650.517691518028 |
| 2013-08-01 | 651.787176235219 |
| 2013-09-01 | 654.222920258594 |
| 2013-10-01 | 652.962501848141 |
| 2013-11-01 | 654.605142753842 |
| 2013-12-01 | 654.980047474754 |
| 2014-01-01 | 655.438727251373 |
| 2014-02-01 | 657.560254967848 |
| 2014-03-01 | 659.738516909348 |
| 2014-04-01 | 661.810355874601 |
| 2014-05-01 | 663.826316960405 |
| 2014-06-01 | 666.942651867693 |
| 2014-07-01 | 665.712979128506 |
| 2014-08-01 | 667.376268441594 |
| 2014-09-01 | 669.058432989399 |
| 2014-10-01 | 671.842244210352 |
| 2014-11-01 | 672.658389485173 |
| 2014-12-01 | 675.562327703091 |
| 2015-01-01 | 676.206788852822 |
| 2015-02-01 | 677.472636543014 |
| 2015-03-01 | 677.056162164673 |
| 2015-04-01 | 680.582170065180 |
| 2015-05-01 | 683.953568196685 |
| 2015-06-01 | 685.149310222383 |
| 2015-07-01 | 687.609379380642 |
| 2015-08-01 | 688.844171535167 |
| 2015-09-01 | 689.029848796343 |
| 2015-10-01 | 691.796623042571 |
| 2015-11-01 | 690.281290782977 |
| 2015-12-01 | 693.134489278902 |
| 2016-01-01 | 692.211769890724 |
| 2016-02-01 | 695.080171306403 |
| 2016-03-01 | 696.403746938485 |
| 2016-04-01 | 699.317160663082 |
| 2016-05-01 | 699.748273416651 |
| 2016-06-01 | 699.358903914076 |
| 2016-07-01 | 702.028565489757 |
| 2016-08-01 | 702.532074222637 |
| 2016-09-01 | 705.827210645446 |
| 2016-10-01 | 704.931718157046 |
| 2016-11-01 | 708.641037619675 |
| 2016-12-01 | 708.590385443602 |
| 2017-01-01 | 712.646474784749 |
| 2017-02-01 | 712.312313323949 |
| 2017-03-01 | 714.501797861392 |
| 2017-04-01 | 714.928681188942 |
| 2017-05-01 | 715.266708953335 |
| 2017-06-01 | 719.250755939463 |
| 2017-07-01 | 719.683770822989 |
| 2017-08-01 | 721.886342599431 |
| 2017-09-01 | 723.613000170272 |
| 2017-10-01 | 724.857678317845 |
| 2017-11-01 | 727.760881028046 |
| 2017-12-01 | 727.657573368461 |
| 2018-01-01 | 729.932814562940 |
| 2018-02-01 | 732.144068742910 |
| 2018-03-01 | 734.065580896937 |
| 2018-04-01 | 737.096377449147 |
| 2018-05-01 | 739.810713919755 |
| 2018-06-01 | 743.586785998287 |
| 2018-07-01 | 743.949734307300 |
| 2018-08-01 | 746.166726496201 |
| 2018-09-01 | 746.610041557119 |
| 2018-10-01 | 747.888903619863 |
| 2018-11-01 | 748.337445915273 |
| 2018-12-01 | 750.995377213912 |
| 2019-01-01 | 753.843072776742 |
| 2019-02-01 | 755.524789032254 |
| 2019-03-01 | 757.340235592982 |
| 2019-04-01 | 758.525934682318 |
| 2019-05-01 | 761.017031527265 |
| 2019-06-01 | 762.394931290518 |
| 2019-07-01 | 765.027634850494 |
| 2019-08-01 | 768.387762688433 |
| 2019-09-01 | 769.890374660836 |
| 2019-10-01 | 774.859166661950 |
| 2019-11-01 | 778.318419567945 |
| 2019-12-01 | 778.222319641330 |
| 2020-01-01 | 779.137271744667 |
| 2020-02-01 | 780.554940443657 |
| 2020-03-01 | 777.083120178514 |
| 2020-04-01 | 666.325750666789 |
| 2020-05-01 | 691.356729981043 |
| 2020-06-01 | 713.557125598279 |
| 2020-07-01 | 716.640055361156 |
| 2020-08-01 | 718.602495533011 |
| 2020-09-01 | 723.496576394541 |
| 2020-10-01 | 742.880552048339 |
| 2020-11-01 | 745.775449099890 |
| 2020-12-01 | 748.495453010165 |
| 2021-01-01 | 750.220202006879 |
| 2021-02-01 | 744.713035747510 |
| 2021-03-01 | 758.107142228757 |
| 2021-04-01 | 760.199671691967 |
| 2021-05-01 | 762.214824531635 |
| 2021-06-01 | 766.894352327195 |
| 2021-07-01 | 772.912352498167 |
| 2021-08-01 | 776.002329197846 |
| 2021-09-01 | 779.467445985324 |
| 2021-10-01 | 791.013694619612 |
| 2021-11-01 | 796.336876221725 |
| 2021-12-01 | 799.655783609931 |
| 2022-01-01 | 801.186792155840 |
| 2022-02-01 | 806.779605595973 |
| 2022-03-01 | 808.885624355617 |
| 2022-04-01 | 814.891932292569 |
| 2022-05-01 | 816.878006593936 |
| 2022-06-01 | 818.943806375562 |
| 2022-07-01 | 825.234983804340 |
| 2022-08-01 | 828.033024916423 |
| 2022-09-01 | 830.120437566542 |
| 2022-10-01 | 834.081819755809 |
| 2022-11-01 | 835.495226509934 |
| 2022-12-01 | 833.849156216187 |
| 2023-01-01 | 841.764770570721 |
| 2023-02-01 | 841.091012028253 |
| 2023-03-01 | 844.244030414902 |
| 2023-04-01 | 845.781806501395 |
| 2023-05-01 | 846.858466231187 |
| 2023-06-01 | 849.077622021203 |
| 2023-07-01 | 848.828220435157 |
| 2023-08-01 | 849.621776782585 |
| 2023-09-01 | 850.648070498424 |
| 2023-10-01 | 852.108251647709 |
| 2023-11-01 | 852.625483311926 |
| 2023-12-01 | 852.765737911883 |
| 2024-01-01 | 860.641533802935 |
| 2024-02-01 | 860.072229130239 |
| 2024-03-01 | 860.312385091872 |
| 2024-04-01 | 858.968278132243 |
| 2024-05-01 | 861.378860104258 |
| 2024-06-01 | 863.636394035543 |
| 2024-07-01 | 861.941106107189 |
| 2024-08-01 | 863.698020767958 |
| 2024-09-01 | 865.541023239599 |
| 2024-10-01 | 866.113856933931 |
| 2024-11-01 | 868.018372579641 |
| 2024-12-01 | 867.543818100285 |
| 2025-01-01 | 866.676334859149 |
| 2025-02-01 | 868.135495804447 |
| 2025-03-01 | 867.414476853623 |
| 2025-04-01 | 871.266536957662 |
| 2025-05-01 | 873.263605776641 |
| 2025-06-01 | 868.968808954443 |
| 2025-07-01 | 867.478544484515 |
| 2025-08-01 | 867.325792184732 |
| 2025-09-01 | 867.770884684798 |
| 2025-10-01 | 868.584034817754 |
| 2025-11-01 | 869.012896913240 |
| 2025-12-01 | 870.320317098026 |
| 2026-01-01 | 872.999928981911 |
| 2026-02-01 | 871.979543109365 |
| 2026-03-01 | 876.039744075361 |
| 2026-04-01 | 877.322572807281 |