Table Data - All Employees: Wholesale Trade: Apparel, Piece Goods, and Notions Merchant Wholesalers in California

Title All Employees: Wholesale Trade: Apparel, Piece Goods, and Notions Merchant Wholesalers in California
Series ID SMU06000004142430001SA
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 2026-06-01
Last Updated 2026-07-22 10:41 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 20.7220478503614
1990-02-01 20.7366372451692
1990-03-01 20.6913559727693
1990-04-01 20.8038349612804
1990-05-01 20.9269119336968
1990-06-01 20.7849990512517
1990-07-01 20.7922680771903
1990-08-01 20.9156790851579
1990-09-01 21.0238152152225
1990-10-01 21.2721817765816
1990-11-01 21.4534953629444
1990-12-01 20.4874237787476
1991-01-01 19.9164591400912
1991-02-01 20.0291680108932
1991-03-01 20.1804612276624
1991-04-01 20.3120698662236
1991-05-01 20.2322412312910
1991-06-01 20.4912364202392
1991-07-01 20.5756342886191
1991-08-01 20.8090381644976
1991-09-01 20.9296816923292
1991-10-01 21.2915009884944
1991-11-01 21.2716061480722
1991-12-01 21.1882549787654
1992-01-01 21.0058226310808
1992-02-01 21.2147428904006
1992-03-01 21.2542177905816
1992-04-01 21.3205042647282
1992-05-01 21.3480629982649
1992-06-01 21.3921266194382
1992-07-01 21.3451693051683
1992-08-01 21.3046964866109
1992-09-01 21.3333579239603
1992-10-01 21.3372596538074
1992-11-01 21.4038434046611
1992-12-01 21.5888611658343
1993-01-01 21.9955488149378
1993-02-01 22.1793697595354
1993-03-01 22.3122093375010
1993-04-01 22.4390413495038
1993-05-01 22.6615368424381
1993-06-01 22.7968952806763
1993-07-01 22.9104916065749
1993-08-01 22.9933136996828
1993-09-01 23.2393080929866
1993-10-01 23.4059120040643
1993-11-01 23.5494275551889
1993-12-01 23.7044353282524
1994-01-01 22.5641740218854
1994-02-01 22.7228122129070
1994-03-01 22.9561608314345
1994-04-01 23.1579294960726
1994-05-01 23.3707162099651
1994-06-01 23.6069999490614
1994-07-01 24.1898068317882
1994-08-01 24.5841403866090
1994-09-01 24.7495167087580
1994-10-01 25.0789051270612
1994-11-01 25.1923194861413
1994-12-01 25.4244780727902
1995-01-01 25.5348089022220
1995-02-01 25.5591935984199
1995-03-01 25.6930712360907
1995-04-01 25.8749568228285
1995-05-01 25.7651719043969
1995-06-01 26.0168206620776
1995-07-01 25.1881881224913
1995-08-01 25.2888693257670
1995-09-01 25.5608272285593
1995-10-01 25.2306523443684
1995-11-01 25.2343584034283
1995-12-01 25.3466948242553
1996-01-01 24.7127242608524
1996-02-01 25.2110986744541
1996-03-01 25.5292705407806
1996-04-01 25.1634948078099
1996-05-01 25.4604227490270
1996-06-01 25.7112556849371
1996-07-01 26.0049945328662
1996-08-01 26.3251492721047
1996-09-01 26.3714559485161
1996-10-01 26.3507154418330
1996-11-01 26.7592870168812
1996-12-01 26.8657846527073
1997-01-01 27.3125708839815
1997-02-01 27.4867896130707
1997-03-01 27.7737861219732
1997-04-01 27.3435774481220
1997-05-01 27.3381154337979
1997-06-01 27.2931742059211
1997-07-01 27.5268245519447
1997-08-01 27.8836227423651
1997-09-01 27.7742467117040
1997-10-01 27.9563464496177
1997-11-01 28.0747969758341
1997-12-01 28.1872553704479
1998-01-01 28.4103771696143
1998-02-01 28.4807535406143
1998-03-01 28.5384267778030
1998-04-01 28.5127409318762
1998-05-01 28.6091280738774
1998-06-01 28.5758560935622
1998-07-01 27.9553862047342
1998-08-01 28.0384061226052
1998-09-01 28.1835589501807
1998-10-01 28.1380464573244
1998-11-01 27.9761461328055
1998-12-01 28.0891878748415
1999-01-01 27.9176631375317
1999-02-01 28.1061977874433
1999-03-01 28.3272068031599
1999-04-01 28.5873487043314
1999-05-01 28.5748623836705
1999-06-01 28.9591668162729
1999-07-01 29.1769465517332
1999-08-01 29.2788205597583
1999-09-01 29.2913005570451
1999-10-01 29.9210767590236
1999-11-01 29.8688754190462
1999-12-01 29.8635273467030
2000-01-01 30.0224482927431
2000-02-01 30.0371095574673
2000-03-01 30.2480320322269
2000-04-01 30.6679138885952
2000-05-01 30.5687169106813
2000-06-01 30.3459464827099
2000-07-01 30.3937471202906
2000-08-01 30.2872848128353
2000-09-01 30.4989109071152
2000-10-01 30.4038192751225
2000-11-01 30.5540806251972
2000-12-01 30.5213587148884
2001-01-01 30.6166770205828
2001-02-01 30.5716142968280
2001-03-01 30.3840895192268
2001-04-01 30.1652428420060
2001-05-01 30.0752884531048
2001-06-01 30.0559830185050
2001-07-01 29.6077112421898
2001-08-01 29.5752003558999
2001-09-01 29.2937824904133
2001-10-01 29.2995931982144
2001-11-01 29.1292501228661
2001-12-01 29.0673791922924
2002-01-01 28.8972315580802
2002-02-01 28.8798204900748
2002-03-01 29.1255857850023
2002-04-01 29.5842149951319
2002-05-01 29.4157376130351
2002-06-01 29.4919838631437
2002-07-01 29.5238669188546
2002-08-01 29.5333122126077
2002-09-01 29.3935640277323
2002-10-01 29.2744126585731
2002-11-01 29.2967833931262
2002-12-01 29.2204121919517
2003-01-01 29.0699829088364
2003-02-01 28.8841155344136
2003-03-01 28.4688421793474
2003-04-01 28.3102674614742
2003-05-01 28.1646053018351
2003-06-01 28.2396798524769
2003-07-01 28.0462018155929
2003-08-01 27.8988301470306
2003-09-01 27.6742310534324
2003-10-01 27.1424904651742
2003-11-01 27.2552788842002
2003-12-01 27.2794067205145
2004-01-01 27.3358375566172
2004-02-01 27.2742765990905
2004-03-01 27.5160844247576
2004-04-01 27.6508636988973
2004-05-01 27.5377378296402
2004-06-01 27.3868816234224
2004-07-01 27.4615594838900
2004-08-01 27.4638169528553
2004-09-01 27.7476494019883
2004-10-01 27.8914762680600
2004-11-01 27.9111724114976
2004-12-01 28.0527602943837
2005-01-01 27.8037735924920
2005-02-01 27.9745041310302
2005-03-01 28.0714272029412
2005-04-01 27.9856133493770
2005-05-01 28.0910161335700
2005-06-01 28.0415538266005
2005-07-01 28.4767816441938
2005-08-01 28.6371807435555
2005-09-01 28.7121885868373
2005-10-01 29.0355708451088
2005-11-01 29.1643196741310
2005-12-01 29.1290104928390
2006-01-01 29.3804122427499
2006-02-01 29.4764573641319
2006-03-01 29.5377463058197
2006-04-01 29.7328838472440
2006-05-01 29.8288921789250
2006-06-01 29.8665416404129
2006-07-01 29.7826687880257
2006-08-01 29.9094295843271
2006-09-01 29.8944098060903
2006-10-01 29.6784894343813
2006-11-01 29.8366812348606
2006-12-01 29.8112433224832
2007-01-01 30.1686505832924
2007-02-01 30.1927464062584
2007-03-01 30.3099019883791
2007-04-01 30.2581679820652
2007-05-01 30.3290001118243
2007-06-01 30.3645956289203
2007-07-01 30.9831299192872
2007-08-01 30.9824462479131
2007-09-01 31.1973984656853
2007-10-01 31.3459526910366
2007-11-01 31.5371808554722
2007-12-01 31.8054676173614
2008-01-01 31.7573792267474
2008-02-01 32.0050488980954
2008-03-01 31.8741666949120
2008-04-01 32.1630014191437
2008-05-01 32.2001560013550
2008-06-01 32.1328125474140
2008-07-01 32.2718602224022
2008-08-01 32.3718616157460
2008-09-01 32.3258129447945
2008-10-01 32.3476465156295
2008-11-01 31.9654001361706
2008-12-01 31.9076553242300
2009-01-01 31.1571995698329
2009-02-01 30.6108932166996
2009-03-01 30.4031820669308
2009-04-01 30.2318773587170
2009-05-01 30.1359572857337
2009-06-01 30.2046418234774
2009-07-01 29.9667812004716
2009-08-01 29.8788241993803
2009-09-01 29.9753390442064
2009-10-01 30.0813147095946
2009-11-01 30.1946616760383
2009-12-01 30.5248033326848
2010-01-01 30.9558769590782
2010-02-01 30.7998606826722
2010-03-01 31.0885720797640
2010-04-01 31.2919596111810
2010-05-01 31.4684235457870
2010-06-01 31.6789964212332
2010-07-01 31.8593423779514
2010-08-01 32.0077364054083
2010-09-01 31.9347916754021
2010-10-01 32.1491064562361
2010-11-01 32.0145837989323
2010-12-01 32.1487356272748
2011-01-01 32.2466430346186
2011-02-01 32.2690496713402
2011-03-01 32.1387023863565
2011-04-01 32.3522308688251
2011-05-01 32.3086861773814
2011-06-01 32.3816222276669
2011-07-01 32.0611488030219
2011-08-01 32.0313926549606
2011-09-01 32.0896883106210
2011-10-01 32.1259154162345
2011-11-01 32.2164579008763
2011-12-01 32.2729368330538
2012-01-01 32.3252249600437
2012-02-01 32.5388569375750
2012-03-01 32.8847118015209
2012-04-01 32.9146135308626
2012-05-01 33.1766036994020
2012-06-01 33.3041458937101
2012-07-01 33.3571390470642
2012-08-01 33.5609372608493
2012-09-01 33.7206873711503
2012-10-01 33.7891714714756
2012-11-01 34.2065116111534
2012-12-01 34.2775846600541
2013-01-01 34.6148294454255
2013-02-01 34.8171599163618
2013-03-01 35.0435983607938
2013-04-01 35.0850914415186
2013-05-01 35.2752615213287
2013-06-01 35.5423069386208
2013-07-01 35.8502368803962
2013-08-01 35.9710558137092
2013-09-01 36.2274875843811
2013-10-01 36.3191007845852
2013-11-01 36.6823908449846
2013-12-01 36.9759768418021
2014-01-01 37.5110566183315
2014-02-01 37.6256338549815
2014-03-01 37.7298438111980
2014-04-01 37.6674878028576
2014-05-01 38.0026178860421
2014-06-01 38.0659448347872
2014-07-01 38.3282744209953
2014-08-01 38.6735762068741
2014-09-01 38.8131909979460
2014-10-01 39.1249896469548
2014-11-01 39.5600684134510
2014-12-01 39.4587111200457
2015-01-01 39.5198921099181
2015-02-01 39.5549102103006
2015-03-01 39.7352821553412
2015-04-01 40.0591946351740
2015-05-01 40.1427216631180
2015-06-01 40.1820547484518
2015-07-01 40.2153246112196
2015-08-01 40.0548639068119
2015-09-01 40.2989780619431
2015-10-01 40.4034499431059
2015-11-01 40.3267805352107
2015-12-01 40.4369736875033
2016-01-01 40.5278601650245
2016-02-01 40.5989028073217
2016-03-01 40.3556571827075
2016-04-01 40.5566968572532
2016-05-01 40.3892807406680
2016-06-01 40.4062609806296
2016-07-01 40.4043153137556
2016-08-01 40.3416309654800
2016-09-01 40.2867203848818
2016-10-01 40.0696582609834
2016-11-01 39.9682993422997
2016-12-01 39.9059641407763
2017-01-01 39.9334184249879
2017-02-01 39.9293951235418
2017-03-01 40.0764071259748
2017-04-01 40.0723901095810
2017-05-01 40.2431204903786
2017-06-01 40.5544016161893
2017-07-01 40.6141360658619
2017-08-01 40.5312585334699
2017-09-01 40.4711141197873
2017-10-01 40.4316406203374
2017-11-01 40.3752517675005
2017-12-01 40.4710357437498
2018-01-01 40.3313978430452
2018-02-01 40.3434004781383
2018-03-01 40.1783417563030
2018-04-01 40.6200299710472
2018-05-01 40.6036380471595
2018-06-01 40.6244212407582
2018-07-01 40.2197590635841
2018-08-01 40.2362544215114
2018-09-01 40.0618553319520
2018-10-01 39.9940255228301
2018-11-01 39.8715890053983
2018-12-01 39.7231217991380
2019-01-01 39.7310003861672
2019-02-01 39.5340534571256
2019-03-01 39.3804376062125
2019-04-01 39.1729257949690
2019-05-01 38.9475455120832
2019-06-01 38.7039020375333
2019-07-01 38.7434135559864
2019-08-01 38.5431548415270
2019-09-01 38.3558648493471
2019-10-01 38.2537469453966
2019-11-01 38.2897090385616
2019-12-01 38.3793215686892
2020-01-01 37.9208581432172
2020-02-01 37.8212361389805
2020-03-01 36.7820181568655
2020-04-01 23.4213895427979
2020-05-01 27.0694066570508
2020-06-01 29.5627278886496
2020-07-01 29.5567962546763
2020-08-01 30.5603063104152
2020-09-01 31.1585534546499
2020-10-01 32.0234969286369
2020-11-01 31.9582645759921
2020-12-01 32.1424561835960
2021-01-01 32.3064947287267
2021-02-01 32.5922232056084
2021-03-01 32.7898768142710
2021-04-01 32.6523459823483
2021-05-01 32.7723276380177
2021-06-01 32.8919225692378
2021-07-01 33.0698910669604
2021-08-01 33.0742254338778
2021-09-01 32.8699617424784
2021-10-01 33.6045852108603
2021-11-01 33.5708004658157
2021-12-01 33.6203689103460
2022-01-01 33.5942024707890
2022-02-01 33.7609937511540
2022-03-01 33.5826151757743
2022-04-01 33.9755280222728
2022-05-01 33.9646087894406
2022-06-01 33.7869640741670
2022-07-01 33.7684802773422
2022-08-01 33.7885975325184
2022-09-01 33.7051310904561
2022-10-01 33.5905298356153
2022-11-01 33.4212924732066
2022-12-01 33.4014429157447
2023-01-01 33.4811574294231
2023-02-01 33.3260466360759
2023-03-01 33.4788459136941
2023-04-01 33.6678005346599
2023-05-01 33.8564427393759
2023-06-01 33.9689743454883
2023-07-01 33.7804044361685
2023-08-01 33.6983413145703
2023-09-01 33.6475624221946
2023-10-01 33.3756386315283
2023-11-01 33.1765836901418
2023-12-01 32.9952578403566
2024-01-01 33.5515842046585
2024-02-01 33.1000235505892
2024-03-01 32.7724570299317
2024-04-01 32.3506993643477
2024-05-01 32.1583781621940
2024-06-01 32.2551667187777
2024-07-01 31.7890998581178
2024-08-01 31.6097573039731
2024-09-01 31.3869687606305
2024-10-01 31.3629721412970
2024-11-01 31.3203697373956
2024-12-01 31.0890639501454
2025-01-01 30.8176204965333
2025-02-01 30.7706850711519
2025-03-01 30.6688105291160
2025-04-01 30.5328951045995
2025-05-01 30.4751771286698
2025-06-01 30.3601441388052
2025-07-01 30.4009954098087
2025-08-01 30.3182064146018
2025-09-01 30.2114853180749
2025-10-01 30.3508004015510
2025-11-01 30.1310338266067
2025-12-01 30.1852190766394
2026-01-01 30.4951658014402
2026-02-01 30.0529217269079
2026-03-01 29.9609967300321
2026-04-01 30.0262077428222
2026-05-01 29.7950196294848
2026-06-01 29.7730308710936

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