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 2026-08-01 |
| Last Updated | 2026-09-18 11:40 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 | 369.6777294222 |
| 1990-02-01 | 372.9037376865 |
| 1990-03-01 | 373.0408520141 |
| 1990-04-01 | 371.3208912483 |
| 1990-05-01 | 372.7620375661 |
| 1990-06-01 | 375.1533957696 |
| 1990-07-01 | 377.9310106400 |
| 1990-08-01 | 379.6558887005 |
| 1990-09-01 | 379.8641732971 |
| 1990-10-01 | 380.0129641746 |
| 1990-11-01 | 380.8554800892 |
| 1990-12-01 | 381.7942565300 |
| 1991-01-01 | 383.3887129637 |
| 1991-02-01 | 381.9574339330 |
| 1991-03-01 | 382.3855157981 |
| 1991-04-01 | 381.0761717444 |
| 1991-05-01 | 382.6911286509 |
| 1991-06-01 | 382.7855791942 |
| 1991-07-01 | 384.2037610556 |
| 1991-08-01 | 385.7335101823 |
| 1991-09-01 | 386.5048377566 |
| 1991-10-01 | 387.4345052990 |
| 1991-11-01 | 387.8367907229 |
| 1991-12-01 | 388.2261744368 |
| 1992-01-01 | 386.4123568181 |
| 1992-02-01 | 387.8119394116 |
| 1992-03-01 | 388.3346144051 |
| 1992-04-01 | 391.2406168506 |
| 1992-05-01 | 392.3167999525 |
| 1992-06-01 | 393.0005343208 |
| 1992-07-01 | 391.2920872796 |
| 1992-08-01 | 390.6514701236 |
| 1992-09-01 | 391.7330142204 |
| 1992-10-01 | 393.7424896285 |
| 1992-11-01 | 394.4331582998 |
| 1992-12-01 | 395.8859083952 |
| 1993-01-01 | 398.3441416685 |
| 1993-02-01 | 399.4919030819 |
| 1993-03-01 | 399.3284625585 |
| 1993-04-01 | 401.9167925053 |
| 1993-05-01 | 400.4998085717 |
| 1993-06-01 | 402.6491301085 |
| 1993-07-01 | 406.4964460399 |
| 1993-08-01 | 406.0262255185 |
| 1993-09-01 | 408.0443464012 |
| 1993-10-01 | 407.3938178706 |
| 1993-11-01 | 408.4939691775 |
| 1993-12-01 | 409.0997982844 |
| 1994-01-01 | 411.5783920622 |
| 1994-02-01 | 412.3162445253 |
| 1994-03-01 | 414.8299605039 |
| 1994-04-01 | 418.1548072501 |
| 1994-05-01 | 418.0375148048 |
| 1994-06-01 | 418.9180504110 |
| 1994-07-01 | 420.7777997538 |
| 1994-08-01 | 421.9599843833 |
| 1994-09-01 | 422.2409496426 |
| 1994-10-01 | 423.3222486624 |
| 1994-11-01 | 425.8323776789 |
| 1994-12-01 | 426.0430738186 |
| 1995-01-01 | 426.0410900415 |
| 1995-02-01 | 429.1769852788 |
| 1995-03-01 | 431.4327939813 |
| 1995-04-01 | 431.0860783377 |
| 1995-05-01 | 433.6608133931 |
| 1995-06-01 | 435.3600665817 |
| 1995-07-01 | 436.9965904551 |
| 1995-08-01 | 438.9997363875 |
| 1995-09-01 | 440.9535230677 |
| 1995-10-01 | 443.2122741354 |
| 1995-11-01 | 444.5130616924 |
| 1995-12-01 | 447.3074602059 |
| 1996-01-01 | 449.1490747513 |
| 1996-02-01 | 450.3694191405 |
| 1996-03-01 | 451.1107104897 |
| 1996-04-01 | 451.3624380521 |
| 1996-05-01 | 453.5692507815 |
| 1996-06-01 | 454.5276142027 |
| 1996-07-01 | 455.4309087975 |
| 1996-08-01 | 457.3471854551 |
| 1996-09-01 | 457.9714625491 |
| 1996-10-01 | 460.7484819406 |
| 1996-11-01 | 463.0497860866 |
| 1996-12-01 | 463.2194192499 |
| 1997-01-01 | 463.0307287036 |
| 1997-02-01 | 465.2620502704 |
| 1997-03-01 | 468.9255518429 |
| 1997-04-01 | 471.3076175657 |
| 1997-05-01 | 473.2729964331 |
| 1997-06-01 | 475.6972033404 |
| 1997-07-01 | 479.0719414003 |
| 1997-08-01 | 479.7390126043 |
| 1997-09-01 | 483.5779388528 |
| 1997-10-01 | 485.6363276777 |
| 1997-11-01 | 488.1820630970 |
| 1997-12-01 | 489.6799625333 |
| 1998-01-01 | 492.1355826650 |
| 1998-02-01 | 493.2658387981 |
| 1998-03-01 | 493.8655259839 |
| 1998-04-01 | 496.6156729425 |
| 1998-05-01 | 497.7831131525 |
| 1998-06-01 | 499.3164886397 |
| 1998-07-01 | 499.8751534125 |
| 1998-08-01 | 501.5245476744 |
| 1998-09-01 | 503.8662487789 |
| 1998-10-01 | 505.8359151429 |
| 1998-11-01 | 507.5014678281 |
| 1998-12-01 | 510.0468995007 |
| 1999-01-01 | 511.7384719654 |
| 1999-02-01 | 514.5331851893 |
| 1999-03-01 | 515.4447610475 |
| 1999-04-01 | 518.0606227231 |
| 1999-05-01 | 517.4252477781 |
| 1999-06-01 | 519.9737231580 |
| 1999-07-01 | 521.6433279046 |
| 1999-08-01 | 523.2102390618 |
| 1999-09-01 | 523.9933309296 |
| 1999-10-01 | 527.6732011260 |
| 1999-11-01 | 528.6496671380 |
| 1999-12-01 | 531.0906821384 |
| 2000-01-01 | 533.1546997925 |
| 2000-02-01 | 534.1597209444 |
| 2000-03-01 | 536.4742250547 |
| 2000-04-01 | 536.1146146128 |
| 2000-05-01 | 538.8101841930 |
| 2000-06-01 | 540.6822751444 |
| 2000-07-01 | 541.7571271040 |
| 2000-08-01 | 543.8207482305 |
| 2000-09-01 | 545.8849637265 |
| 2000-10-01 | 546.3266082015 |
| 2000-11-01 | 548.1597560330 |
| 2000-12-01 | 549.0058409614 |
| 2001-01-01 | 547.6865934210 |
| 2001-02-01 | 548.1288859957 |
| 2001-03-01 | 547.8016744024 |
| 2001-04-01 | 547.9780700478 |
| 2001-05-01 | 548.2370938983 |
| 2001-06-01 | 549.5032043421 |
| 2001-07-01 | 549.6993547296 |
| 2001-08-01 | 550.6802533731 |
| 2001-09-01 | 546.6581239966 |
| 2001-10-01 | 543.0633282167 |
| 2001-11-01 | 540.1516184219 |
| 2001-12-01 | 539.5275725738 |
| 2002-01-01 | 543.3752171693 |
| 2002-02-01 | 542.5596620255 |
| 2002-03-01 | 543.5815745315 |
| 2002-04-01 | 542.1103234776 |
| 2002-05-01 | 542.3303433459 |
| 2002-06-01 | 541.6960259272 |
| 2002-07-01 | 540.3114115346 |
| 2002-08-01 | 540.0924022082 |
| 2002-09-01 | 537.9495637401 |
| 2002-10-01 | 536.9425230419 |
| 2002-11-01 | 535.8979671866 |
| 2002-12-01 | 534.4743983063 |
| 2003-01-01 | 534.9621956817 |
| 2003-02-01 | 534.7388540829 |
| 2003-03-01 | 533.7226671897 |
| 2003-04-01 | 533.9916099353 |
| 2003-05-01 | 533.8017635907 |
| 2003-06-01 | 532.4347506813 |
| 2003-07-01 | 533.8610450604 |
| 2003-08-01 | 534.5882427743 |
| 2003-09-01 | 535.6780215252 |
| 2003-10-01 | 536.2865245600 |
| 2003-11-01 | 536.2912768863 |
| 2003-12-01 | 536.7114015686 |
| 2004-01-01 | 537.0448922500 |
| 2004-02-01 | 538.3470460144 |
| 2004-03-01 | 539.2456962328 |
| 2004-04-01 | 541.8808793646 |
| 2004-05-01 | 542.7652935295 |
| 2004-06-01 | 542.4292407896 |
| 2004-07-01 | 544.7545524406 |
| 2004-08-01 | 547.0704611778 |
| 2004-09-01 | 548.9399306449 |
| 2004-10-01 | 555.3689132115 |
| 2004-11-01 | 555.2055943947 |
| 2004-12-01 | 557.6241255490 |
| 2005-01-01 | 556.3322903019 |
| 2005-02-01 | 556.4054319055 |
| 2005-03-01 | 557.9584164754 |
| 2005-04-01 | 560.0858236619 |
| 2005-05-01 | 561.1875069491 |
| 2005-06-01 | 563.5828484494 |
| 2005-07-01 | 564.9388062872 |
| 2005-08-01 | 565.3560915243 |
| 2005-09-01 | 567.2650825555 |
| 2005-10-01 | 567.7479175191 |
| 2005-11-01 | 569.2293948857 |
| 2005-12-01 | 570.9131622337 |
| 2006-01-01 | 573.2813828329 |
| 2006-02-01 | 573.8999766922 |
| 2006-03-01 | 576.0107302732 |
| 2006-04-01 | 575.5926643985 |
| 2006-05-01 | 577.1968095863 |
| 2006-06-01 | 579.0884989251 |
| 2006-07-01 | 579.6325622688 |
| 2006-08-01 | 581.9458078097 |
| 2006-09-01 | 583.7769956156 |
| 2006-10-01 | 586.0676197767 |
| 2006-11-01 | 589.5485468594 |
| 2006-12-01 | 592.9287158698 |
| 2007-01-01 | 591.6578133420 |
| 2007-02-01 | 594.0840671980 |
| 2007-03-01 | 596.3859093147 |
| 2007-04-01 | 594.4435415212 |
| 2007-05-01 | 594.8352517543 |
| 2007-06-01 | 596.4951615170 |
| 2007-07-01 | 597.9328450363 |
| 2007-08-01 | 599.9269903187 |
| 2007-09-01 | 600.8107253071 |
| 2007-10-01 | 602.1378993095 |
| 2007-11-01 | 603.4435119408 |
| 2007-12-01 | 604.4186608447 |
| 2008-01-01 | 604.0439740644 |
| 2008-02-01 | 605.4577160500 |
| 2008-03-01 | 604.8946534848 |
| 2008-04-01 | 608.0453681161 |
| 2008-05-01 | 608.3573677199 |
| 2008-06-01 | 607.2020451757 |
| 2008-07-01 | 607.5241806725 |
| 2008-08-01 | 606.3224389515 |
| 2008-09-01 | 604.9395120975 |
| 2008-10-01 | 604.0491959397 |
| 2008-11-01 | 600.3076064519 |
| 2008-12-01 | 598.1819003375 |
| 2009-01-01 | 600.3478076157 |
| 2009-02-01 | 597.2533125359 |
| 2009-03-01 | 594.8491478319 |
| 2009-04-01 | 592.1175479753 |
| 2009-05-01 | 592.1205383990 |
| 2009-06-01 | 591.3521245491 |
| 2009-07-01 | 590.8309684088 |
| 2009-08-01 | 588.5736890896 |
| 2009-09-01 | 586.8720047451 |
| 2009-10-01 | 586.4121701979 |
| 2009-11-01 | 585.7531040478 |
| 2009-12-01 | 586.2954799774 |
| 2010-01-01 | 587.4095937810 |
| 2010-02-01 | 587.5283524660 |
| 2010-03-01 | 589.6730168298 |
| 2010-04-01 | 588.7129263835 |
| 2010-05-01 | 588.0637876370 |
| 2010-06-01 | 588.9170438079 |
| 2010-07-01 | 589.5770585668 |
| 2010-08-01 | 590.4698597205 |
| 2010-09-01 | 592.9297371473 |
| 2010-10-01 | 598.2706290394 |
| 2010-11-01 | 596.8034666156 |
| 2010-12-01 | 598.8443132523 |
| 2011-01-01 | 601.9697612510 |
| 2011-02-01 | 602.3375356187 |
| 2011-03-01 | 605.8947716905 |
| 2011-04-01 | 609.4243509603 |
| 2011-05-01 | 610.2645584124 |
| 2011-06-01 | 612.4670110463 |
| 2011-07-01 | 614.3194790132 |
| 2011-08-01 | 615.8300236084 |
| 2011-09-01 | 617.6641477208 |
| 2011-10-01 | 616.4100926280 |
| 2011-11-01 | 618.3170540660 |
| 2011-12-01 | 619.7962950646 |
| 2012-01-01 | 621.1248240680 |
| 2012-02-01 | 623.5859054634 |
| 2012-03-01 | 625.7173909977 |
| 2012-04-01 | 626.8020339787 |
| 2012-05-01 | 628.3373068079 |
| 2012-06-01 | 632.7757352669 |
| 2012-07-01 | 631.2570815853 |
| 2012-08-01 | 634.9572389175 |
| 2012-09-01 | 635.3213576240 |
| 2012-10-01 | 637.1961402360 |
| 2012-11-01 | 640.9428307138 |
| 2012-12-01 | 641.8508368128 |
| 2013-01-01 | 638.6204222564 |
| 2013-02-01 | 644.4344975356 |
| 2013-03-01 | 644.3488559344 |
| 2013-04-01 | 646.0814654363 |
| 2013-05-01 | 648.2013288077 |
| 2013-06-01 | 649.5144938460 |
| 2013-07-01 | 650.5158508517 |
| 2013-08-01 | 651.8158655858 |
| 2013-09-01 | 654.3346709319 |
| 2013-10-01 | 652.9067789789 |
| 2013-11-01 | 654.5453986351 |
| 2013-12-01 | 654.9988628898 |
| 2014-01-01 | 655.1531725802 |
| 2014-02-01 | 657.5804158192 |
| 2014-03-01 | 659.7829234326 |
| 2014-04-01 | 661.8310593289 |
| 2014-05-01 | 663.8311052864 |
| 2014-06-01 | 667.1089447397 |
| 2014-07-01 | 665.7141970244 |
| 2014-08-01 | 667.3955813373 |
| 2014-09-01 | 669.1596894726 |
| 2014-10-01 | 671.8170849341 |
| 2014-11-01 | 672.5827311886 |
| 2014-12-01 | 675.5815701343 |
| 2015-01-01 | 675.8867989286 |
| 2015-02-01 | 677.4962454655 |
| 2015-03-01 | 677.1028521118 |
| 2015-04-01 | 680.6048546729 |
| 2015-05-01 | 683.9566447506 |
| 2015-06-01 | 685.3492741466 |
| 2015-07-01 | 687.6094656716 |
| 2015-08-01 | 688.8532838938 |
| 2015-09-01 | 689.0891257143 |
| 2015-10-01 | 691.7947881156 |
| 2015-11-01 | 690.2080772339 |
| 2015-12-01 | 693.1432659418 |
| 2016-01-01 | 691.9313130524 |
| 2016-02-01 | 695.1003397262 |
| 2016-03-01 | 696.4486979020 |
| 2016-04-01 | 699.3392856339 |
| 2016-05-01 | 699.7508160319 |
| 2016-06-01 | 699.5457753410 |
| 2016-07-01 | 702.0261963318 |
| 2016-08-01 | 702.5312478194 |
| 2016-09-01 | 705.8509784255 |
| 2016-10-01 | 704.9343489382 |
| 2016-11-01 | 708.5750286012 |
| 2016-12-01 | 708.6117910515 |
| 2017-01-01 | 712.4331794715 |
| 2017-02-01 | 712.3426584892 |
| 2017-03-01 | 714.5366918429 |
| 2017-04-01 | 714.9470255276 |
| 2017-05-01 | 715.2625630442 |
| 2017-06-01 | 719.3853043529 |
| 2017-07-01 | 719.6708398607 |
| 2017-08-01 | 721.8714857139 |
| 2017-09-01 | 723.6192379877 |
| 2017-10-01 | 724.8593719916 |
| 2017-11-01 | 727.7146354472 |
| 2017-12-01 | 727.6865069947 |
| 2018-01-01 | 729.8118238280 |
| 2018-02-01 | 732.2198688834 |
| 2018-03-01 | 734.0777624696 |
| 2018-04-01 | 737.0951269914 |
| 2018-05-01 | 739.7837802256 |
| 2018-06-01 | 743.6557777584 |
| 2018-07-01 | 743.9120601776 |
| 2018-08-01 | 746.1243293197 |
| 2018-09-01 | 746.6348420425 |
| 2018-10-01 | 747.8891918132 |
| 2018-11-01 | 748.3076971635 |
| 2018-12-01 | 751.0386898944 |
| 2019-01-01 | 753.8245910610 |
| 2019-02-01 | 755.6502678338 |
| 2019-03-01 | 757.3287286534 |
| 2019-04-01 | 758.5075055529 |
| 2019-05-01 | 760.9728930909 |
| 2019-06-01 | 762.3502372572 |
| 2019-07-01 | 764.9737141217 |
| 2019-08-01 | 768.3244116320 |
| 2019-09-01 | 769.9398948828 |
| 2019-10-01 | 774.8564294760 |
| 2019-11-01 | 778.3062426886 |
| 2019-12-01 | 778.2863150629 |
| 2020-01-01 | 779.2313491276 |
| 2020-02-01 | 780.7142178861 |
| 2020-03-01 | 777.0542203758 |
| 2020-04-01 | 666.2957588223 |
| 2020-05-01 | 691.3034497631 |
| 2020-06-01 | 713.4091388324 |
| 2020-07-01 | 716.5785159934 |
| 2020-08-01 | 718.5377565895 |
| 2020-09-01 | 723.5464315119 |
| 2020-10-01 | 742.8791200490 |
| 2020-11-01 | 745.7540631769 |
| 2020-12-01 | 748.6381259710 |
| 2021-01-01 | 750.3772409519 |
| 2021-02-01 | 744.8673976825 |
| 2021-03-01 | 758.0842570508 |
| 2021-04-01 | 760.1714198375 |
| 2021-05-01 | 762.1595220521 |
| 2021-06-01 | 766.5702471804 |
| 2021-07-01 | 772.8465177980 |
| 2021-08-01 | 775.9334698819 |
| 2021-09-01 | 779.5202912775 |
| 2021-10-01 | 791.0097095562 |
| 2021-11-01 | 796.3211707019 |
| 2021-12-01 | 799.8908540657 |
| 2022-01-01 | 801.4171000905 |
| 2022-02-01 | 806.9597513216 |
| 2022-03-01 | 808.8779209792 |
| 2022-04-01 | 814.8623625477 |
| 2022-05-01 | 816.7973426647 |
| 2022-06-01 | 818.4665599903 |
| 2022-07-01 | 825.1149947259 |
| 2022-08-01 | 827.9487550115 |
| 2022-09-01 | 830.1574697544 |
| 2022-10-01 | 834.0956248027 |
| 2022-11-01 | 835.5098585454 |
| 2022-12-01 | 834.1878450017 |
| 2023-01-01 | 842.0907342171 |
| 2023-02-01 | 841.2902750620 |
| 2023-03-01 | 844.3069541538 |
| 2023-04-01 | 845.7589144318 |
| 2023-05-01 | 846.8020994635 |
| 2023-06-01 | 848.2648763641 |
| 2023-07-01 | 848.5273340954 |
| 2023-08-01 | 849.6200678668 |
| 2023-09-01 | 850.7111537662 |
| 2023-10-01 | 852.1542568398 |
| 2023-11-01 | 852.7096597030 |
| 2023-12-01 | 853.2204078303 |
| 2024-01-01 | 861.0691132708 |
| 2024-02-01 | 860.3119744591 |
| 2024-03-01 | 860.4890188379 |
| 2024-04-01 | 858.9454316904 |
| 2024-05-01 | 861.2463584537 |
| 2024-06-01 | 862.5271053723 |
| 2024-07-01 | 861.3344851423 |
| 2024-08-01 | 863.8167449081 |
| 2024-09-01 | 865.6566376501 |
| 2024-10-01 | 866.2134741756 |
| 2024-11-01 | 868.1804291437 |
| 2024-12-01 | 868.1319752481 |
| 2025-01-01 | 867.1999243538 |
| 2025-02-01 | 868.4228229970 |
| 2025-03-01 | 867.7219516316 |
| 2025-04-01 | 871.2495562675 |
| 2025-05-01 | 873.0272387181 |
| 2025-06-01 | 867.5162257568 |
| 2025-07-01 | 866.5502439279 |
| 2025-08-01 | 867.6139022010 |
| 2025-09-01 | 867.9770268087 |
| 2025-10-01 | 868.7381025042 |
| 2025-11-01 | 869.2617207425 |
| 2025-12-01 | 870.9997743266 |
| 2026-01-01 | 873.5804350924 |
| 2026-02-01 | 872.3466420269 |
| 2026-03-01 | 876.4517365447 |
| 2026-04-01 | 878.5106118807 |
| 2026-05-01 | 880.4380327652 |
| 2026-06-01 | 883.4462659776 |
| 2026-07-01 | 885.9199834073 |
| 2026-08-01 | 882.1873663472 |