Table Data - All Employees: Wholesale Trade: Merchant Wholesalers, Nondurable Goods in Anaheim-Santa Ana-Irvine, CA (MD)

Title All Employees: Wholesale Trade: Merchant Wholesalers, Nondurable Goods in Anaheim-Santa Ana-Irvine, CA (MD)
Series ID SMU06112444142400001SA
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 10:57 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 15.7011221850
1990-02-01 15.7794265247
1990-03-01 15.8009781825
1990-04-01 15.7775709166
1990-05-01 15.9483640060
1990-06-01 15.9770034974
1990-07-01 15.9347847987
1990-08-01 15.9810692900
1990-09-01 15.9371318155
1990-10-01 15.9897178476
1990-11-01 16.0234360000
1990-12-01 15.7444059643
1991-01-01 16.1076471919
1991-02-01 16.1839064648
1991-03-01 16.1980065927
1991-04-01 16.0813626647
1991-05-01 15.8616301495
1991-06-01 16.0668317174
1991-07-01 16.5392214129
1991-08-01 16.4760004216
1991-09-01 16.5265742363
1991-10-01 16.4935706713
1991-11-01 16.5209815745
1991-12-01 16.6360500376
1992-01-01 16.8175800263
1992-02-01 16.8038672120
1992-03-01 16.8883571506
1992-04-01 17.1780180629
1992-05-01 17.2735518241
1992-06-01 17.2433168340
1992-07-01 17.3495842780
1992-08-01 17.1732329318
1992-09-01 17.1110111110
1992-10-01 17.2976273831
1992-11-01 17.5177030450
1992-12-01 17.4319544442
1993-01-01 17.2222770344
1993-02-01 17.3254455145
1993-03-01 17.2737599109
1993-04-01 17.3755853347
1993-05-01 17.2975729646
1993-06-01 17.3227846335
1993-07-01 17.1514290049
1993-08-01 17.1717660188
1993-09-01 17.3004268908
1993-10-01 17.5065904144
1993-11-01 17.5007595573
1993-12-01 17.4278843915
1994-01-01 18.2569509899
1994-02-01 18.1538118527
1994-03-01 18.0571895309
1994-04-01 17.8662609293
1994-05-01 17.9176573293
1994-06-01 18.1007541712
1994-07-01 18.5677163440
1994-08-01 18.4669956388
1994-09-01 18.4972009331
1994-10-01 18.1993008654
1994-11-01 18.2731408195
1994-12-01 18.3059594031
1995-01-01 18.4903145636
1995-02-01 18.4726257785
1995-03-01 18.8531707071
1995-04-01 19.0742359376
1995-05-01 19.1299244973
1995-06-01 19.3870303273
1995-07-01 19.1684859308
1995-08-01 19.2478447336
1995-09-01 19.5963912869
1995-10-01 19.0889518453
1995-11-01 19.3354470994
1995-12-01 19.5679616024
1996-01-01 20.1675938217
1996-02-01 20.1162979929
1996-03-01 20.1660239268
1996-04-01 19.9694537708
1996-05-01 20.1381266300
1996-06-01 20.0797634694
1996-07-01 20.2654563978
1996-08-01 20.2260043443
1996-09-01 20.2922302196
1996-10-01 20.4578018395
1996-11-01 20.8011708142
1996-12-01 21.0351033628
1997-01-01 20.9300772586
1997-02-01 21.0483861802
1997-03-01 21.2091454224
1997-04-01 21.4720294080
1997-05-01 21.5270807833
1997-06-01 21.5795606782
1997-07-01 21.7290201121
1997-08-01 22.0088831245
1997-09-01 22.0858643035
1997-10-01 22.3269009156
1997-11-01 22.3660598233
1997-12-01 22.4169455295
1998-01-01 22.1940332695
1998-02-01 22.1868847124
1998-03-01 22.0668183969
1998-04-01 22.0614847777
1998-05-01 22.0057351775
1998-06-01 22.0775481451
1998-07-01 21.9909237555
1998-08-01 22.0166796072
1998-09-01 21.8789087721
1998-10-01 21.8936492693
1998-11-01 21.8636414693
1998-12-01 21.8603212434
1999-01-01 21.7877194518
1999-02-01 21.8862579031
1999-03-01 21.8129881582
1999-04-01 22.1740962800
1999-05-01 22.1692990031
1999-06-01 22.3760450545
1999-07-01 22.7482204966
1999-08-01 22.5229401050
1999-09-01 22.6693628396
1999-10-01 22.6869916661
1999-11-01 22.6707907509
1999-12-01 22.7074314257
2000-01-01 22.6703093744
2000-02-01 22.7926145823
2000-03-01 22.8417544413
2000-04-01 23.0804418544
2000-05-01 23.2265511453
2000-06-01 23.2583652612
2000-07-01 23.5235075246
2000-08-01 23.4376933836
2000-09-01 23.5691091581
2000-10-01 23.4953018291
2000-11-01 23.5981882968
2000-12-01 23.5753814581
2001-01-01 23.8263741884
2001-02-01 23.7735473380
2001-03-01 23.8517238284
2001-04-01 23.7881690504
2001-05-01 23.7794189410
2001-06-01 23.9381910880
2001-07-01 23.4064108159
2001-08-01 23.4601672220
2001-09-01 23.6964004681
2001-10-01 23.8283679793
2001-11-01 23.7305434421
2001-12-01 23.8487909372
2002-01-01 23.4418680061
2002-02-01 23.8322903535
2002-03-01 23.8284132746
2002-04-01 23.6845055433
2002-05-01 23.9561675754
2002-06-01 23.8139295398
2002-07-01 23.9077615895
2002-08-01 24.0802007542
2002-09-01 23.8318577615
2002-10-01 24.1648593196
2002-11-01 24.3656897067
2002-12-01 24.4026206925
2003-01-01 24.4873617876
2003-02-01 24.4811192723
2003-03-01 24.4006796217
2003-04-01 24.4894987247
2003-05-01 24.2485577361
2003-06-01 24.4793074365
2003-07-01 24.6182015362
2003-08-01 24.7871341467
2003-09-01 24.8725850310
2003-10-01 24.9076243608
2003-11-01 24.9988813877
2003-12-01 24.9382662084
2004-01-01 25.2441851168
2004-02-01 25.1216674717
2004-03-01 25.1546327364
2004-04-01 25.4895359336
2004-05-01 25.4707469918
2004-06-01 25.4462950155
2004-07-01 25.2343264156
2004-08-01 24.9969418868
2004-09-01 24.7908828399
2004-10-01 24.9399499716
2004-11-01 24.7293962698
2004-12-01 24.6552708745
2005-01-01 24.5028044309
2005-02-01 24.4688388992
2005-03-01 24.5113446120
2005-04-01 24.2678044708
2005-05-01 24.3250048778
2005-06-01 24.3539518790
2005-07-01 24.2514672509
2005-08-01 24.2108161264
2005-09-01 24.1900266851
2005-10-01 23.9589217084
2005-11-01 24.0508633189
2005-12-01 24.0580895166
2006-01-01 24.1786130592
2006-02-01 24.3308656000
2006-03-01 24.2655522386
2006-04-01 24.3490905073
2006-05-01 24.5756680966
2006-06-01 24.4679051906
2006-07-01 25.1725733645
2006-08-01 25.2346720984
2006-09-01 25.1675689941
2006-10-01 25.2651263730
2006-11-01 25.3678885518
2006-12-01 25.2396803600
2007-01-01 25.7800247780
2007-02-01 25.7121478597
2007-03-01 25.7419434219
2007-04-01 25.5292956661
2007-05-01 25.4077752802
2007-06-01 25.3981874322
2007-07-01 25.3949633563
2007-08-01 25.3512411146
2007-09-01 25.4284441411
2007-10-01 25.6628563587
2007-11-01 25.6602704373
2007-12-01 25.7070094165
2008-01-01 25.5839420180
2008-02-01 25.4150637618
2008-03-01 25.4478979002
2008-04-01 25.4039011898
2008-05-01 25.1387888640
2008-06-01 25.0406245231
2008-07-01 24.9164848636
2008-08-01 24.7575592720
2008-09-01 24.6838059791
2008-10-01 24.2447937503
2008-11-01 24.0306922261
2008-12-01 23.7749883656
2009-01-01 23.7889653871
2009-02-01 23.6483782494
2009-03-01 23.4870370066
2009-04-01 23.3758834945
2009-05-01 23.4524866301
2009-06-01 23.1866843628
2009-07-01 23.0286340446
2009-08-01 22.9414778095
2009-09-01 22.9575681315
2009-10-01 22.9248961952
2009-11-01 22.7908943577
2009-12-01 22.8400976703
2010-01-01 22.9080774398
2010-02-01 22.9922350487
2010-03-01 23.0246972735
2010-04-01 23.0716823068
2010-05-01 23.1562269235
2010-06-01 23.1048443421
2010-07-01 23.2378627988
2010-08-01 23.1199608396
2010-09-01 23.2416968058
2010-10-01 23.1017252614
2010-11-01 23.2546197726
2010-12-01 23.2019098258
2011-01-01 23.0301511732
2011-02-01 22.9307781789
2011-03-01 22.7596259367
2011-04-01 22.7842520550
2011-05-01 22.6640283687
2011-06-01 22.6253598125
2011-07-01 22.4348125666
2011-08-01 22.3878176758
2011-09-01 22.2419583685
2011-10-01 22.0798653415
2011-11-01 22.0177608410
2011-12-01 21.9968331522
2012-01-01 21.8249451744
2012-02-01 21.9579356143
2012-03-01 22.0778308356
2012-04-01 22.3067519606
2012-05-01 22.4794232523
2012-06-01 22.5314779238
2012-07-01 22.7308641464
2012-08-01 23.0549287196
2012-09-01 23.1481971315
2012-10-01 23.6553810295
2012-11-01 23.6859146241
2012-12-01 23.8788636145
2013-01-01 23.9436201802
2013-02-01 23.9923293681
2013-03-01 24.1994118543
2013-04-01 24.2292861368
2013-05-01 24.3845435664
2013-06-01 24.5347271847
2013-07-01 24.6164765466
2013-08-01 24.6240435473
2013-09-01 24.7561719200
2013-10-01 24.9440650586
2013-11-01 24.9662487886
2013-12-01 25.1910374130
2014-01-01 25.5432539263
2014-02-01 25.5179013679
2014-03-01 25.5089993087
2014-04-01 25.2445910156
2014-05-01 25.3775899373
2014-06-01 25.3246845480
2014-07-01 25.6894346504
2014-08-01 26.0116861841
2014-09-01 25.9744483529
2014-10-01 26.0473868701
2014-11-01 26.0755930904
2014-12-01 25.8108474545
2015-01-01 25.9316371088
2015-02-01 25.8003372120
2015-03-01 26.0163025276
2015-04-01 26.0532483708
2015-05-01 26.0602876506
2015-06-01 26.1279033504
2015-07-01 26.0518805722
2015-08-01 26.2169325613
2015-09-01 26.3944867446
2015-10-01 26.0717926435
2015-11-01 26.0777659500
2015-12-01 26.1127553421
2016-01-01 26.1324353106
2016-02-01 26.1841697138
2016-03-01 26.0200094140
2016-04-01 26.0497588242
2016-05-01 26.2458339093
2016-06-01 26.1302233357
2016-07-01 26.2327283636
2016-08-01 26.1321757804
2016-09-01 26.2330134093
2016-10-01 26.1875802180
2016-11-01 26.1677834168
2016-12-01 26.1786471793
2017-01-01 26.3405072636
2017-02-01 26.2377732587
2017-03-01 26.4431868796
2017-04-01 26.5629425254
2017-05-01 26.4399357439
2017-06-01 26.4451036809
2017-07-01 26.3339520835
2017-08-01 26.1628512371
2017-09-01 26.0728022918
2017-10-01 26.0756598235
2017-11-01 26.0310500331
2017-12-01 26.0206491370
2018-01-01 26.8495679724
2018-02-01 26.9110519381
2018-03-01 26.9630037448
2018-04-01 27.0767774969
2018-05-01 27.2594793000
2018-06-01 27.3583871668
2018-07-01 27.7511392373
2018-08-01 27.9064091856
2018-09-01 27.9248931449
2018-10-01 27.6379806161
2018-11-01 27.7661487870
2018-12-01 27.7326397055
2019-01-01 27.4503222720
2019-02-01 27.4599262246
2019-03-01 27.5965328835
2019-04-01 27.6078721688
2019-05-01 27.5943342900
2019-06-01 27.5772323218
2019-07-01 27.4952133439
2019-08-01 27.5434157762
2019-09-01 27.4333678379
2019-10-01 27.7993660441
2019-11-01 27.7144012639
2019-12-01 27.6761316279
2020-01-01 27.6455173930
2020-02-01 27.5264437456
2020-03-01 27.1092960073
2020-04-01 24.4206719715
2020-05-01 24.5241328638
2020-06-01 24.6888084351
2020-07-01 24.3485958859
2020-08-01 24.7546950841
2020-09-01 25.0102298939
2020-10-01 25.3844221700
2020-11-01 25.6105916650
2020-12-01 25.4741249531
2021-01-01 25.5105480325
2021-02-01 25.4984375948
2021-03-01 25.7101363311
2021-04-01 25.8712279449
2021-05-01 25.7399773784
2021-06-01 25.7880618513
2021-07-01 26.0002113867
2021-08-01 25.9570470953
2021-09-01 25.7715391441
2021-10-01 26.0713092513
2021-11-01 26.3087977204
2021-12-01 26.2434394237
2022-01-01 26.3043525328
2022-02-01 26.5118297752
2022-03-01 26.4115214295
2022-04-01 26.6018684840
2022-05-01 26.6418516969
2022-06-01 26.5903705586
2022-07-01 26.3166828245
2022-08-01 26.3328136505
2022-09-01 26.4381123413
2022-10-01 26.0787239243
2022-11-01 25.9333874681
2022-12-01 25.6625502956
2023-01-01 26.5929423143
2023-02-01 26.4368086676
2023-03-01 26.7093353568
2023-04-01 26.3248988006
2023-05-01 26.4276174490
2023-06-01 26.4853787011
2023-07-01 26.5095122620
2023-08-01 26.6936840388
2023-09-01 26.9045873792
2023-10-01 26.7899018450
2023-11-01 26.8551368336
2023-12-01 26.9631729881
2024-01-01 26.8918872999
2024-02-01 26.6768064003
2024-03-01 26.8036389827
2024-04-01 26.4375996944
2024-05-01 26.3108477772
2024-06-01 26.2822128672
2024-07-01 26.1801202337
2024-08-01 26.1551904844
2024-09-01 26.0929981779
2024-10-01 25.9992299139
2024-11-01 25.8824831423
2024-12-01 25.8103184920
2025-01-01 25.5742982503
2025-02-01 25.5134701244
2025-03-01 25.4917498236
2025-04-01 25.8448493262
2025-05-01 25.7022352218
2025-06-01 25.5701196741
2025-07-01 25.7468702333
2025-08-01 25.7340901161
2025-09-01 25.4918804913
2025-10-01 25.6939329863
2025-11-01 25.6933366360
2025-12-01 25.6358432813
2026-01-01 25.8754219119
2026-02-01 25.8503926840
2026-03-01 25.8991821605
2026-04-01 25.9417056016
2026-05-01 25.9982146283
2026-06-01 26.0692625133
2026-07-01 26.2127842783
2026-08-01 25.9198138435

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