Table Data - All Employees: Service-Providing in Fort Worth-Arlington-Grapevine, TX (MD)

Title All Employees: Service-Providing in Fort Worth-Arlington-Grapevine, TX (MD)
Series ID SMU48231040700000001SA
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 11:37 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
1990-01-01 445.0584504562
1990-02-01 448.6327269174
1990-03-01 449.0359106757
1990-04-01 446.9471000538
1990-05-01 449.3287288112
1990-06-01 451.2575117892
1990-07-01 454.1811742608
1990-08-01 456.0381422302
1990-09-01 455.0574916809
1990-10-01 455.3420903083
1990-11-01 457.0623774031
1990-12-01 458.3343095152
1991-01-01 459.7357404661
1991-02-01 458.5249974825
1991-03-01 458.9197867621
1991-04-01 457.1655155000
1991-05-01 460.3442275316
1991-06-01 461.2401952253
1991-07-01 462.2446554313
1991-08-01 464.9497129688
1991-09-01 465.9431562695
1991-10-01 467.4363227902
1991-11-01 467.8193644356
1991-12-01 468.4063633554
1992-01-01 467.2513320126
1992-02-01 468.8745590672
1992-03-01 469.9720053313
1992-04-01 472.3204321350
1992-05-01 474.3384247739
1992-06-01 475.0279451876
1992-07-01 474.0603452332
1992-08-01 473.4073542646
1992-09-01 474.9849398370
1992-10-01 477.2998484503
1992-11-01 478.3211171156
1992-12-01 479.5984081485
1993-01-01 482.8529014981
1993-02-01 484.1175231215
1993-03-01 484.2988137081
1993-04-01 485.8565741579
1993-05-01 485.5821060054
1993-06-01 487.7843395123
1993-07-01 491.6606586660
1993-08-01 491.5928617604
1993-09-01 493.9000645382
1993-10-01 493.2092959047
1993-11-01 493.9667316582
1993-12-01 494.9277353854
1994-01-01 497.1156756836
1994-02-01 498.4212972097
1994-03-01 501.0190450425
1994-04-01 503.6788074475
1994-05-01 504.3688385981
1994-06-01 505.3233417426
1994-07-01 507.1925148383
1994-08-01 508.5355330397
1994-09-01 509.2160457002
1994-10-01 510.3596430487
1994-11-01 513.4043630800
1994-12-01 513.7565176172
1995-01-01 513.5787310001
1995-02-01 517.2872844032
1995-03-01 519.3668979623
1995-04-01 518.8347553996
1995-05-01 521.9295601724
1995-06-01 523.5143360838
1995-07-01 525.1064141533
1995-08-01 526.7543354256
1995-09-01 529.0724918336
1995-10-01 531.4733351656
1995-11-01 533.0499360340
1995-12-01 536.2219307410
1996-01-01 537.9481250355
1996-02-01 539.2853093226
1996-03-01 540.3373301495
1996-04-01 540.7100087402
1996-05-01 542.9118220117
1996-06-01 543.9791569395
1996-07-01 545.0184878885
1996-08-01 547.5211683756
1996-09-01 548.2837489263
1996-10-01 550.7043438589
1996-11-01 553.3440299426
1996-12-01 553.4796243033
1997-01-01 553.3719436815
1997-02-01 555.6464483682
1997-03-01 559.9878813535
1997-04-01 562.3545852430
1997-05-01 565.0652805158
1997-06-01 567.6171689910
1997-07-01 571.2383126925
1997-08-01 571.8569506314
1997-09-01 576.0485419833
1997-10-01 578.5575978799
1997-11-01 580.8033197470
1997-12-01 582.6292504668
1998-01-01 585.1148270101
1998-02-01 586.9651211294
1998-03-01 587.8177146684
1998-04-01 590.4443267575
1998-05-01 592.1404883529
1998-06-01 593.6904665165
1998-07-01 594.5728968450
1998-08-01 596.2076302087
1998-09-01 599.2694269941
1998-10-01 601.3321351385
1998-11-01 603.3458882268
1998-12-01 606.0997044634
1999-01-01 608.1033659752
1999-02-01 611.2131393107
1999-03-01 612.2976645744
1999-04-01 614.9135806662
1999-05-01 614.7362998676
1999-06-01 617.6873068105
1999-07-01 619.8047117154
1999-08-01 622.0019532350
1999-09-01 623.4713646566
1999-10-01 626.6838709538
1999-11-01 628.1389177415
1999-12-01 630.7360798005
2000-01-01 632.6178927095
2000-02-01 633.9633465351
2000-03-01 636.5946836798
2000-04-01 637.1928246254
2000-05-01 641.9981196809
2000-06-01 643.5826615583
2000-07-01 645.3236292728
2000-08-01 647.4513166847
2000-09-01 648.7518439289
2000-10-01 648.4002288659
2000-11-01 650.9028372916
2000-12-01 652.2417584807
2001-01-01 650.1667948605
2001-02-01 651.6186087796
2001-03-01 651.6717544063
2001-04-01 650.7256999576
2001-05-01 650.7007390632
2001-06-01 652.4090250177
2001-07-01 654.0995116129
2001-08-01 654.4343805655
2001-09-01 650.4951226557
2001-10-01 646.8686036943
2001-11-01 643.9247064485
2001-12-01 643.8271470551
2002-01-01 647.7854886119
2002-02-01 647.8899458105
2002-03-01 649.1954596510
2002-04-01 647.5690887063
2002-05-01 648.0623432267
2002-06-01 647.2979705200
2002-07-01 646.4382346450
2002-08-01 645.9888663208
2002-09-01 644.4457821386
2002-10-01 644.0364744553
2002-11-01 644.0233839833
2002-12-01 643.6448394011
2003-01-01 643.4756648389
2003-02-01 643.1984460695
2003-03-01 642.3427607698
2003-04-01 642.6071400980
2003-05-01 642.9337582782
2003-06-01 642.4879475436
2003-07-01 644.0251725361
2003-08-01 644.2065464142
2003-09-01 645.1925697815
2003-10-01 645.6212602815
2003-11-01 645.9206583944
2003-12-01 645.8652747967
2004-01-01 646.5463299560
2004-02-01 648.3084589239
2004-03-01 648.7978908798
2004-04-01 652.1533376399
2004-05-01 653.1499973439
2004-06-01 653.7379807328
2004-07-01 656.4711589199
2004-08-01 659.1953165905
2004-09-01 661.6018227746
2004-10-01 667.3506872037
2004-11-01 667.3284737872
2004-12-01 669.8791700936
2005-01-01 668.6898058286
2005-02-01 669.3439722836
2005-03-01 671.5224597492
2005-04-01 673.7094121623
2005-05-01 675.0049044998
2005-06-01 677.2970939231
2005-07-01 677.3491522477
2005-08-01 678.2466951312
2005-09-01 682.1143821731
2005-10-01 682.6893602446
2005-11-01 684.5115892360
2005-12-01 684.9353282083
2006-01-01 688.1588451245
2006-02-01 688.4757113804
2006-03-01 690.0605155212
2006-04-01 689.9571867716
2006-05-01 691.6223880596
2006-06-01 693.7819091999
2006-07-01 694.6259884817
2006-08-01 698.4998493764
2006-09-01 700.1295516107
2006-10-01 701.9716231204
2006-11-01 705.1488585032
2006-12-01 708.5881389091
2007-01-01 708.2838107436
2007-02-01 710.1309156663
2007-03-01 713.4291489685
2007-04-01 708.2579346585
2007-05-01 708.8901007154
2007-06-01 711.1987510019
2007-07-01 713.5691406549
2007-08-01 715.8800418850
2007-09-01 716.9000996913
2007-10-01 718.7392209662
2007-11-01 720.2686595577
2007-12-01 722.4184053923
2008-01-01 721.5576201023
2008-02-01 723.1739053396
2008-03-01 723.4354889881
2008-04-01 725.8530913484
2008-05-01 726.1475033920
2008-06-01 725.5377406466
2008-07-01 725.7887649934
2008-08-01 725.0137904919
2008-09-01 724.2742958941
2008-10-01 723.8965740656
2008-11-01 721.0488881597
2008-12-01 720.2579224468
2009-01-01 722.5243188311
2009-02-01 719.7764035307
2009-03-01 717.4874400140
2009-04-01 715.7554007615
2009-05-01 714.7701706780
2009-06-01 713.8950717494
2009-07-01 713.4662784894
2009-08-01 710.4817224721
2009-09-01 709.3609144999
2009-10-01 709.7426768578
2009-11-01 710.1014824976
2009-12-01 711.0796104933
2010-01-01 712.3083216728
2010-02-01 712.6341549699
2010-03-01 715.2451504881
2010-04-01 714.3046425615
2010-05-01 715.9806081326
2010-06-01 715.7082935911
2010-07-01 714.4972111166
2010-08-01 714.5520579079
2010-09-01 716.8833466300
2010-10-01 720.9594913149
2010-11-01 720.1435160642
2010-12-01 722.2986729137
2011-01-01 726.0171957827
2011-02-01 726.5975783692
2011-03-01 730.1326694060
2011-04-01 735.5285952786
2011-05-01 735.3221166598
2011-06-01 738.2513050726
2011-07-01 741.6780840741
2011-08-01 742.9148352681
2011-09-01 743.6847325025
2011-10-01 739.8842296720
2011-11-01 742.7684050932
2011-12-01 743.9348075611
2012-01-01 745.4709841486
2012-02-01 747.4332528324
2012-03-01 749.2392462665
2012-04-01 750.7519509877
2012-05-01 751.6484490655
2012-06-01 755.4828875431
2012-07-01 755.3627966440
2012-08-01 759.3907659740
2012-09-01 760.6262356392
2012-10-01 761.5676975402
2012-11-01 765.8355761318
2012-12-01 767.7333781786
2013-01-01 764.7945443012
2013-02-01 770.7585016539
2013-03-01 770.6475970614
2013-04-01 772.7642672371
2013-05-01 774.2450729228
2013-06-01 774.8946281862
2013-07-01 776.9843841748
2013-08-01 778.4163363352
2013-09-01 781.9281476211
2013-10-01 779.6171559676
2013-11-01 781.8529331480
2013-12-01 782.2610354712
2014-01-01 781.9791589213
2014-02-01 784.4248005855
2014-03-01 787.2461230234
2014-04-01 789.4647755632
2014-05-01 791.4775673779
2014-06-01 794.3705338973
2014-07-01 793.7570167321
2014-08-01 795.6098903546
2014-09-01 797.7947753663
2014-10-01 800.1835207408
2014-11-01 801.5897887446
2014-12-01 804.6949499133
2015-01-01 805.4402053370
2015-02-01 806.7391231136
2015-03-01 806.0030803201
2015-04-01 809.8509513070
2015-05-01 813.2792669126
2015-06-01 814.2347386152
2015-07-01 817.2006180651
2015-08-01 818.1751191147
2015-09-01 819.1890683501
2015-10-01 821.6174190362
2015-11-01 821.1929958612
2015-12-01 824.4764690671
2016-01-01 823.5043747939
2016-02-01 825.9292313646
2016-03-01 827.1066884548
2016-04-01 831.3413708121
2016-05-01 831.7550479472
2016-06-01 831.4083631669
2016-07-01 834.4659356959
2016-08-01 835.3576204738
2016-09-01 839.5348350223
2016-10-01 836.0169438130
2016-11-01 840.3899839166
2016-12-01 841.2401951166
2017-01-01 845.3499110760
2017-02-01 845.5725089674
2017-03-01 848.3316819737
2017-04-01 849.0613842074
2017-05-01 848.9716231670
2017-06-01 852.7196470541
2017-07-01 853.0003522927
2017-08-01 855.2848890482
2017-09-01 857.7330321179
2017-10-01 858.9402269245
2017-11-01 862.5670196836
2017-12-01 861.9200829157
2018-01-01 864.8263940322
2018-02-01 867.4696233990
2018-03-01 869.7644345594
2018-04-01 872.8005055313
2018-05-01 875.3998012605
2018-06-01 878.8809458846
2018-07-01 878.4341279762
2018-08-01 880.7142004434
2018-09-01 881.6310468405
2018-10-01 882.0048531300
2018-11-01 882.8342912054
2018-12-01 885.3438510862
2019-01-01 888.3168181014
2019-02-01 890.4859561151
2019-03-01 893.2562379404
2019-04-01 893.8545992019
2019-05-01 896.8471056166
2019-06-01 897.8681187265
2019-07-01 899.7594043464
2019-08-01 903.2843093332
2019-09-01 905.7993463745
2019-10-01 909.8556640791
2019-11-01 913.7300193415
2019-12-01 913.8225345511
2020-01-01 915.1160225276
2020-02-01 916.6435130164
2020-03-01 913.7889209387
2020-04-01 799.0620269310
2020-05-01 820.6455906934
2020-06-01 844.7459350723
2020-07-01 850.3230520813
2020-08-01 853.6685597479
2020-09-01 857.9476315581
2020-10-01 874.4233884228
2020-11-01 877.2499201293
2020-12-01 881.7470918875
2021-01-01 883.3549224533
2021-02-01 878.0009845439
2021-03-01 891.4167959829
2021-04-01 894.5401657011
2021-05-01 896.3735305379
2021-06-01 902.0079230988
2021-07-01 908.7119647718
2021-08-01 911.4753446427
2021-09-01 916.3708909287
2021-10-01 924.6761072432
2021-11-01 930.2777001131
2021-12-01 935.4372230486
2022-01-01 935.6389641834
2022-02-01 941.8131278808
2022-03-01 944.2335869633
2022-04-01 950.6673070395
2022-05-01 952.7290445129
2022-06-01 955.1127617991
2022-07-01 963.1547555694
2022-08-01 965.8301537383
2022-09-01 967.5989081761
2022-10-01 970.1209654715
2022-11-01 971.5709314314
2022-12-01 971.3519940537
2023-01-01 978.1823334334
2023-02-01 978.5306580404
2023-03-01 982.4452811353
2023-04-01 984.4200143459
2023-05-01 985.5993638228
2023-06-01 987.5201280565
2023-07-01 987.6778420050
2023-08-01 989.0257268106
2023-09-01 990.4375382840
2023-10-01 990.2105817024
2023-11-01 991.9642731300
2023-12-01 992.1034004449
2024-01-01 999.3977262112
2024-02-01 999.7043649666
2024-03-01 1000.9980682549
2024-04-01 998.9473075905
2024-05-01 1001.4215732703
2024-06-01 1003.2950636821
2024-07-01 1001.2353453740
2024-08-01 1003.6203346356
2024-09-01 1004.3378963437
2024-10-01 1004.0593331487
2024-11-01 1006.3603832392
2024-12-01 1006.7190943476
2025-01-01 1004.9424856127
2025-02-01 1006.9136791746
2025-03-01 1006.1430348048
2025-04-01 1009.7788610011
2025-05-01 1011.7756650961
2025-06-01 1007.1542625567
2025-07-01 1005.6185345102
2025-08-01 1007.3131632019
2025-09-01 1007.0881783239
2025-10-01 1007.4219792884
2025-11-01 1007.0767277247
2025-12-01 1008.9299024775
2026-01-01 1011.1707604388
2026-02-01 1009.0499623807
2026-03-01 1013.4640337431
2026-04-01 1015.6453348914
2026-05-01 1017.6689123118
2026-06-01 1019.8952464198
2026-07-01 1022.9825616270
2026-08-01 1020.9754452641

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