Table Data - All Employees: Wholesale Trade in Dallas-Plano-Irving, TX (MD)

Title All Employees: Wholesale Trade in Dallas-Plano-Irving, TX (MD)
Series ID SMU48191244100000001SA
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 2026-09-01
Last Updated 2026-10-20 10:30 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
1990-01-01 101.7569971336
1990-02-01 101.9360989018
1990-03-01 101.7757200266
1990-04-01 101.8602332615
1990-05-01 102.0413138045
1990-06-01 102.2322627268
1990-07-01 102.5175527319
1990-08-01 103.1890291425
1990-09-01 103.0101407909
1990-10-01 103.0831249953
1990-11-01 103.2163116324
1990-12-01 103.4018722280
1991-01-01 103.4511724727
1991-02-01 103.3300829713
1991-03-01 103.3521497633
1991-04-01 101.4462138377
1991-05-01 101.4393703490
1991-06-01 101.6288743517
1991-07-01 101.9343490303
1991-08-01 102.1086131607
1991-09-01 101.7224628677
1991-10-01 101.4899707484
1991-11-01 101.2331756916
1991-12-01 101.2204726492
1992-01-01 101.1153408402
1992-02-01 101.1287873945
1992-03-01 101.0251816903
1992-04-01 101.1058237083
1992-05-01 101.1323228289
1992-06-01 101.0228460449
1992-07-01 100.8620599698
1992-08-01 100.7270817930
1992-09-01 100.7373637638
1992-10-01 101.8072319434
1992-11-01 101.6688807816
1992-12-01 101.5622175866
1993-01-01 101.4687970637
1993-02-01 101.5063696311
1993-03-01 101.9927804361
1993-04-01 105.2685361339
1993-05-01 105.4218870025
1993-06-01 105.4165093774
1993-07-01 104.9751446802
1993-08-01 105.0346624464
1993-09-01 105.7615707233
1993-10-01 105.6125838993
1993-11-01 105.7248946008
1993-12-01 105.8181800506
1994-01-01 103.7269390639
1994-02-01 103.9953451053
1994-03-01 104.0757681287
1994-04-01 104.2221589490
1994-05-01 104.3018020416
1994-06-01 104.6122306638
1994-07-01 104.8618647360
1994-08-01 105.2085992870
1994-09-01 105.2689104483
1994-10-01 106.5173685475
1994-11-01 107.2210739488
1994-12-01 107.7828398821
1995-01-01 105.9155712348
1995-02-01 106.1659636456
1995-03-01 106.3836331716
1995-04-01 107.5814656365
1995-05-01 107.8675254571
1995-06-01 108.3177759695
1995-07-01 108.5240777549
1995-08-01 108.9610110570
1995-09-01 109.3840285121
1995-10-01 109.1185418760
1995-11-01 109.5994803253
1995-12-01 109.8241337176
1996-01-01 110.3433899875
1996-02-01 110.6578592585
1996-03-01 110.9996795972
1996-04-01 110.7464665524
1996-05-01 111.2329406837
1996-06-01 111.8299404101
1996-07-01 112.6721367328
1996-08-01 113.3937681479
1996-09-01 113.8714055895
1996-10-01 112.9558060015
1996-11-01 113.4763385928
1996-12-01 113.8275303916
1997-01-01 115.2979393651
1997-02-01 116.1620459024
1997-03-01 116.9885694110
1997-04-01 118.3196191489
1997-05-01 119.1202444438
1997-06-01 119.8474320551
1997-07-01 120.5078796431
1997-08-01 120.9476574783
1997-09-01 121.3896870612
1997-10-01 121.9088370853
1997-11-01 121.9875572168
1997-12-01 122.5944496760
1998-01-01 125.8823885559
1998-02-01 126.5709794367
1998-03-01 126.9101325945
1998-04-01 127.8106134785
1998-05-01 128.5527113887
1998-06-01 128.7572741493
1998-07-01 129.1777614849
1998-08-01 129.8218293859
1998-09-01 129.7929804601
1998-10-01 130.9678474025
1998-11-01 131.7932895527
1998-12-01 131.6511169344
1999-01-01 131.3378102617
1999-02-01 131.7729378145
1999-03-01 132.0650540711
1999-04-01 130.9236874521
1999-05-01 131.8189525388
1999-06-01 131.8958291064
1999-07-01 132.1797088520
1999-08-01 132.4221599295
1999-09-01 132.9103055149
1999-10-01 132.6183850354
1999-11-01 133.3542234708
1999-12-01 134.1906980221
2000-01-01 134.6685485074
2000-02-01 134.6651138452
2000-03-01 135.5791624295
2000-04-01 137.0625303608
2000-05-01 137.5158611001
2000-06-01 138.4431412493
2000-07-01 137.0303393445
2000-08-01 137.1352998052
2000-09-01 137.4884666236
2000-10-01 137.9433989205
2000-11-01 138.6401921168
2000-12-01 138.6533083622
2001-01-01 140.8306898821
2001-02-01 141.2611599122
2001-03-01 141.2068545858
2001-04-01 140.4155150505
2001-05-01 139.8014269263
2001-06-01 139.6284638470
2001-07-01 138.7644307599
2001-08-01 138.5545591329
2001-09-01 137.7933659450
2001-10-01 137.2195959508
2001-11-01 135.7990028205
2001-12-01 135.5467661700
2002-01-01 135.1808578229
2002-02-01 134.6367020031
2002-03-01 134.7026643013
2002-04-01 133.8784508471
2002-05-01 133.7549488271
2002-06-01 133.3983153867
2002-07-01 133.5031222140
2002-08-01 133.3749764944
2002-09-01 133.2738147331
2002-10-01 132.4687040826
2002-11-01 132.8009735481
2002-12-01 132.7670505742
2003-01-01 131.9963403416
2003-02-01 131.5061597457
2003-03-01 131.0815965697
2003-04-01 130.6372271289
2003-05-01 129.8422851349
2003-06-01 129.3609445418
2003-07-01 128.5478381743
2003-08-01 128.2045952789
2003-09-01 127.9637583053
2003-10-01 127.6485721868
2003-11-01 127.2597616832
2003-12-01 126.9442444049
2004-01-01 127.1462705052
2004-02-01 126.9578029612
2004-03-01 126.9217349745
2004-04-01 126.5944222042
2004-05-01 126.5134059314
2004-06-01 125.9629144634
2004-07-01 126.4182409808
2004-08-01 126.2659988944
2004-09-01 125.8478512180
2004-10-01 126.5490260061
2004-11-01 126.3215160399
2004-12-01 125.9041747188
2005-01-01 126.0775549051
2005-02-01 125.9916608329
2005-03-01 125.9929008056
2005-04-01 127.1460366204
2005-05-01 127.1751584699
2005-06-01 127.0604379736
2005-07-01 128.4946495296
2005-08-01 128.6278986438
2005-09-01 129.0820731944
2005-10-01 128.4583168574
2005-11-01 128.9374702527
2005-12-01 129.6343776399
2006-01-01 130.1358245728
2006-02-01 130.5001038562
2006-03-01 130.8702185908
2006-04-01 131.1088838187
2006-05-01 131.3484701410
2006-06-01 131.7441319686
2006-07-01 131.5772392744
2006-08-01 132.0819294710
2006-09-01 132.4129045892
2006-10-01 132.3558441932
2006-11-01 132.9884452697
2006-12-01 133.2801381089
2007-01-01 132.7952947456
2007-02-01 133.4216383867
2007-03-01 133.8112726028
2007-04-01 134.1732102395
2007-05-01 134.4072111176
2007-06-01 134.9510240011
2007-07-01 134.8393666039
2007-08-01 134.7972841614
2007-09-01 134.8557349662
2007-10-01 135.9558216225
2007-11-01 136.3473461600
2007-12-01 136.4323205224
2008-01-01 136.8005240645
2008-02-01 136.9687929069
2008-03-01 136.6647791566
2008-04-01 136.3009714316
2008-05-01 136.0567880418
2008-06-01 135.6412371432
2008-07-01 135.2580081680
2008-08-01 135.1052889963
2008-09-01 134.3824327497
2008-10-01 133.9347740103
2008-11-01 133.2454097210
2008-12-01 132.5502507953
2009-01-01 131.4278887011
2009-02-01 130.2497094354
2009-03-01 128.9073773248
2009-04-01 127.7152570303
2009-05-01 126.7863123785
2009-06-01 125.7283455448
2009-07-01 125.2288066184
2009-08-01 124.6579545282
2009-09-01 124.3058770168
2009-10-01 123.9196108459
2009-11-01 123.0695478974
2009-12-01 123.2952656024
2010-01-01 123.5775541274
2010-02-01 123.1718537376
2010-03-01 123.5758041983
2010-04-01 123.6042868708
2010-05-01 123.8376991720
2010-06-01 123.7813711581
2010-07-01 124.0443780252
2010-08-01 123.9003261143
2010-09-01 123.6833140639
2010-10-01 123.8329084549
2010-11-01 123.9184926553
2010-12-01 124.0403195505
2011-01-01 124.4478420796
2011-02-01 125.0401165351
2011-03-01 125.0183899231
2011-04-01 125.7925267775
2011-05-01 126.1385335241
2011-06-01 126.3075108680
2011-07-01 126.4326291456
2011-08-01 126.7026334926
2011-09-01 127.2452699450
2011-10-01 127.6809741317
2011-11-01 127.9750162517
2011-12-01 128.2741344692
2012-01-01 128.5042309674
2012-02-01 128.9986497884
2012-03-01 129.4762993654
2012-04-01 129.6882667268
2012-05-01 130.3016932607
2012-06-01 130.4377832125
2012-07-01 130.4073085868
2012-08-01 130.7926595758
2012-09-01 130.8757878897
2012-10-01 130.5256331780
2012-11-01 131.0228661940
2012-12-01 131.3183660911
2013-01-01 131.6505846729
2013-02-01 131.7322868377
2013-03-01 132.1190672560
2013-04-01 132.5095391016
2013-05-01 132.6021546068
2013-06-01 133.1171515823
2013-07-01 133.2895657619
2013-08-01 133.4396660418
2013-09-01 133.4903092565
2013-10-01 134.5768907237
2013-11-01 135.2818316372
2013-12-01 135.5591679798
2014-01-01 135.2380583594
2014-02-01 135.4411962204
2014-03-01 135.9858764181
2014-04-01 136.1416484856
2014-05-01 136.3032976427
2014-06-01 136.8388040421
2014-07-01 137.2957914645
2014-08-01 137.5923226095
2014-09-01 137.8950673666
2014-10-01 139.0132317693
2014-11-01 139.0335927533
2014-12-01 139.2116414974
2015-01-01 140.7086553396
2015-02-01 141.1409159933
2015-03-01 141.3388381998
2015-04-01 141.5547501802
2015-05-01 141.8664218846
2015-06-01 142.0809201840
2015-07-01 142.4279862973
2015-08-01 142.4908499566
2015-09-01 142.3590561399
2015-10-01 141.5197261015
2015-11-01 140.8819955162
2015-12-01 140.2780465435
2016-01-01 144.1386497409
2016-02-01 144.4973292977
2016-03-01 144.4178522404
2016-04-01 144.3377339623
2016-05-01 144.0693785089
2016-06-01 144.0267036900
2016-07-01 144.7879902952
2016-08-01 144.4681708884
2016-09-01 144.5951467500
2016-10-01 144.1969484890
2016-11-01 144.3985372850
2016-12-01 144.5520691909
2017-01-01 144.3697829850
2017-02-01 143.9229006634
2017-03-01 143.8822494671
2017-04-01 143.5851297969
2017-05-01 144.1290797968
2017-06-01 144.9652888965
2017-07-01 144.2703854880
2017-08-01 144.8241177228
2017-09-01 145.0196520440
2017-10-01 144.9568654452
2017-11-01 145.0774701716
2017-12-01 145.5017752354
2018-01-01 146.0759579990
2018-02-01 146.2689698097
2018-03-01 146.6292251961
2018-04-01 146.9098062835
2018-05-01 147.0916544457
2018-06-01 147.7831515370
2018-07-01 147.1253728520
2018-08-01 147.3440947649
2018-09-01 147.6853564162
2018-10-01 148.2267860931
2018-11-01 148.3311684591
2018-12-01 148.4200287781
2019-01-01 148.4152618336
2019-02-01 148.8414619971
2019-03-01 148.8400199564
2019-04-01 149.2233948421
2019-05-01 149.5603635305
2019-06-01 149.7765999581
2019-07-01 150.2537292644
2019-08-01 150.3855393469
2019-09-01 150.5658935516
2019-10-01 151.1967322598
2019-11-01 152.1992405663
2019-12-01 152.1332033295
2020-01-01 152.7570012208
2020-02-01 153.1459974117
2020-03-01 152.9298891908
2020-04-01 146.5524567835
2020-05-01 146.8425048243
2020-06-01 146.9318505411
2020-07-01 147.2763870789
2020-08-01 147.8197859684
2020-09-01 147.8680428791
2020-10-01 149.0193570521
2020-11-01 149.5920131449
2020-12-01 149.9256613712
2021-01-01 150.8378722049
2021-02-01 151.4672043663
2021-03-01 152.5943339648
2021-04-01 153.6225895819
2021-05-01 154.3303711313
2021-06-01 155.6437746526
2021-07-01 157.3509437952
2021-08-01 158.2144492984
2021-09-01 158.1909595500
2021-10-01 160.7824422657
2021-11-01 162.2039984964
2021-12-01 163.6916967006
2022-01-01 164.6190299093
2022-02-01 166.2191923998
2022-03-01 167.0119939560
2022-04-01 169.6404237188
2022-05-01 170.9513073488
2022-06-01 171.0517743262
2022-07-01 173.1563382106
2022-08-01 174.0874394877
2022-09-01 174.6377689323
2022-10-01 175.6766720774
2022-11-01 175.9447738884
2022-12-01 176.3014925798
2023-01-01 177.5987022983
2023-02-01 177.2630784596
2023-03-01 177.2149189979
2023-04-01 177.2262521554
2023-05-01 176.5748240988
2023-06-01 176.2592877594
2023-07-01 174.4985973694
2023-08-01 173.9578982630
2023-09-01 173.6759505329
2023-10-01 172.6305093353
2023-11-01 172.1934099850
2023-12-01 172.1135321892
2024-01-01 170.5418724783
2024-02-01 170.1746633778
2024-03-01 169.9322782589
2024-04-01 169.8196627272
2024-05-01 170.0159233737
2024-06-01 170.4152506952
2024-07-01 170.0481860719
2024-08-01 170.4226583798
2024-09-01 170.4172471163
2024-10-01 170.0694672116
2024-11-01 170.2229144443
2024-12-01 170.0101925692
2025-01-01 169.7863513007
2025-02-01 169.7587658417
2025-03-01 169.6840687462
2025-04-01 168.9275582281
2025-05-01 168.3512204008
2025-06-01 167.8928512182
2025-07-01 168.1974895864
2025-08-01 168.0589952534
2025-09-01 167.7885740467
2025-10-01 167.7755165634
2025-11-01 167.5312467595
2025-12-01 167.8468478410
2026-01-01 168.1337711714
2026-02-01 167.3381912076
2026-03-01 167.2485046312
2026-04-01 166.7886185305
2026-05-01 166.9959753694
2026-06-01 167.0228002805
2026-07-01 166.6053068101
2026-08-01 165.9694391548
2026-09-01 166.0796668648

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