Table Data - All Employees: Wholesale Trade in Oakland-Fremont-Berkeley, CA (MD)

Title All Employees: Wholesale Trade in Oakland-Fremont-Berkeley, CA (MD)
Series ID SMU06360844100000001SA
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 10:38 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 40.6295743216135
1990-02-01 40.1216453642501
1990-03-01 40.0927242353378
1990-04-01 40.2361470070260
1990-05-01 40.3882328506609
1990-06-01 40.4738690130484
1990-07-01 41.0676551929947
1990-08-01 41.1932272753443
1990-09-01 41.0728231275916
1990-10-01 42.3902967481692
1990-11-01 42.4478671759758
1990-12-01 42.1871368036491
1991-01-01 41.6310268862215
1991-02-01 41.7159395841583
1991-03-01 41.6643246172021
1991-04-01 40.6543979793457
1991-05-01 40.7065070901791
1991-06-01 40.5799721618986
1991-07-01 40.1792015395926
1991-08-01 40.0876628151448
1991-09-01 39.8572807315680
1991-10-01 40.8895842781896
1991-11-01 40.7520645364820
1991-12-01 40.6685366427335
1992-01-01 41.1444620464237
1992-02-01 40.8125688511952
1992-03-01 40.9262119702773
1992-04-01 41.2749559885094
1992-05-01 41.4239502680398
1992-06-01 41.1882306340170
1992-07-01 41.2115946568715
1992-08-01 40.9888413241722
1992-09-01 41.2226544283844
1992-10-01 41.2883066827541
1992-11-01 41.2511720021883
1992-12-01 41.3391065765454
1993-01-01 41.5753536554823
1993-02-01 41.4185062685246
1993-03-01 41.4749842504731
1993-04-01 40.4918469326082
1993-05-01 40.5366989991284
1993-06-01 40.8063405721812
1993-07-01 40.7334816785419
1993-08-01 40.8111793959465
1993-09-01 40.6881394175623
1993-10-01 40.6824481904753
1993-11-01 40.7373617556956
1993-12-01 40.8168892318999
1994-01-01 40.8023477345954
1994-02-01 40.9354289267463
1994-03-01 40.9360406493359
1994-04-01 40.4932058379218
1994-05-01 40.4345388708698
1994-06-01 40.5054467992220
1994-07-01 40.7565179820728
1994-08-01 41.0425885201814
1994-09-01 41.2803326117862
1994-10-01 41.1807037844790
1994-11-01 41.1074005024683
1994-12-01 41.4103284600758
1995-01-01 41.3394261410886
1995-02-01 41.4554795871220
1995-03-01 41.5015258960514
1995-04-01 41.7692501299080
1995-05-01 41.9161657280115
1995-06-01 41.8956401618482
1995-07-01 41.9634478023990
1995-08-01 42.1844199880065
1995-09-01 42.3029425090063
1995-10-01 42.1772700620688
1995-11-01 42.3772352454222
1995-12-01 42.6215130718212
1996-01-01 42.2681349541932
1996-02-01 42.4726896292220
1996-03-01 42.7966695002429
1996-04-01 42.8227148335995
1996-05-01 43.0773073858469
1996-06-01 43.4597748963989
1996-07-01 43.8737205115449
1996-08-01 43.9180396309823
1996-09-01 43.3532727344514
1996-10-01 44.9767335061236
1996-11-01 45.0578413076686
1996-12-01 45.1471116689605
1997-01-01 45.4953817990420
1997-02-01 45.4842971606759
1997-03-01 45.4976542161877
1997-04-01 45.6615008788901
1997-05-01 45.8338578681395
1997-06-01 45.8257926713776
1997-07-01 45.8756628022546
1997-08-01 45.9435353135249
1997-09-01 46.2089308040771
1997-10-01 46.8842307703940
1997-11-01 46.9584048209273
1997-12-01 47.2709583754605
1998-01-01 47.6963647457658
1998-02-01 48.1778799358640
1998-03-01 48.7099955919677
1998-04-01 49.3120753917261
1998-05-01 49.4068485058302
1998-06-01 49.5972060880647
1998-07-01 49.2903591988568
1998-08-01 49.6454565102972
1998-09-01 49.7518706196510
1998-10-01 49.8950889212161
1998-11-01 49.9676656137767
1998-12-01 49.9755572478553
1999-01-01 51.4971473934544
1999-02-01 51.4570324128142
1999-03-01 51.4079063516534
1999-04-01 50.0931809430854
1999-05-01 50.2124331636007
1999-06-01 50.3925863868944
1999-07-01 50.5128166725326
1999-08-01 50.9302705226932
1999-09-01 50.5759118591879
1999-10-01 50.8042700188153
1999-11-01 50.7630352554784
1999-12-01 50.9435587015703
2000-01-01 51.1812872870641
2000-02-01 51.0329950831764
2000-03-01 51.7134692519406
2000-04-01 52.2121367314646
2000-05-01 52.5449658643921
2000-06-01 52.8165177416475
2000-07-01 53.6411370732959
2000-08-01 53.8104676323113
2000-09-01 53.9822194887400
2000-10-01 53.9882567844667
2000-11-01 54.0404384270896
2000-12-01 54.5866933162327
2001-01-01 55.7556521428499
2001-02-01 56.0314095049213
2001-03-01 56.0239252828642
2001-04-01 54.8453201376337
2001-05-01 54.5964167773475
2001-06-01 54.4643254560725
2001-07-01 54.1555438601298
2001-08-01 54.0064235927682
2001-09-01 53.9849264644164
2001-10-01 53.6656080450995
2001-11-01 53.3844369918963
2001-12-01 53.2171653951573
2002-01-01 53.1076546991051
2002-02-01 53.1428690943324
2002-03-01 53.1447648210677
2002-04-01 51.5904640533752
2002-05-01 52.0539816130299
2002-06-01 51.9122965687453
2002-07-01 51.8706964869003
2002-08-01 51.8201063118101
2002-09-01 51.6917834120109
2002-10-01 51.7189941588500
2002-11-01 51.8269923185791
2002-12-01 51.8569902307260
2003-01-01 51.1438778916593
2003-02-01 50.9639689036491
2003-03-01 50.8743191090386
2003-04-01 50.1405377440961
2003-05-01 49.7935429185418
2003-06-01 49.4503408522802
2003-07-01 49.2876099158761
2003-08-01 49.1375537740379
2003-09-01 48.9134106744035
2003-10-01 48.8773729543015
2003-11-01 48.5655334464916
2003-12-01 48.5961665050014
2004-01-01 47.4765218946644
2004-02-01 47.4812788469582
2004-03-01 47.7002550054467
2004-04-01 48.1049987243215
2004-05-01 48.1240618340174
2004-06-01 48.2758321071444
2004-07-01 48.6074104087957
2004-08-01 48.5443553038680
2004-09-01 48.8451487013459
2004-10-01 48.8189530262305
2004-11-01 49.0346228718486
2004-12-01 48.9522313778438
2005-01-01 47.9150537609894
2005-02-01 47.7826324842309
2005-03-01 47.5191009056157
2005-04-01 47.7704178199162
2005-05-01 47.6452969046977
2005-06-01 47.7093252281427
2005-07-01 47.6238717478078
2005-08-01 47.6440312094372
2005-09-01 47.5655360002437
2005-10-01 47.5741627123947
2005-11-01 47.6050484813739
2005-12-01 47.5112611121751
2006-01-01 47.8747834423340
2006-02-01 47.8667437693877
2006-03-01 47.8213167053510
2006-04-01 47.8440273162592
2006-05-01 48.0747913871184
2006-06-01 48.2393254613261
2006-07-01 48.0445826093228
2006-08-01 48.2364179174523
2006-09-01 48.2808051757634
2006-10-01 48.3164866035455
2006-11-01 48.3829491200565
2006-12-01 48.5913203396623
2007-01-01 48.3450335329047
2007-02-01 48.5367150475222
2007-03-01 48.7242261998850
2007-04-01 47.9201084069098
2007-05-01 48.1007047811879
2007-06-01 48.1759831971425
2007-07-01 48.0550167489772
2007-08-01 48.0292843635716
2007-09-01 47.8914439794421
2007-10-01 47.9593647262336
2007-11-01 47.8416882798447
2007-12-01 47.6743971757390
2008-01-01 47.9320468617428
2008-02-01 48.0182535139679
2008-03-01 47.9368640615282
2008-04-01 47.5853438434359
2008-05-01 47.3273654802166
2008-06-01 47.1225492300231
2008-07-01 47.0445713146324
2008-08-01 46.8112903000099
2008-09-01 46.6978069283255
2008-10-01 46.3022650692539
2008-11-01 45.9046366281906
2008-12-01 45.4637817847578
2009-01-01 44.7284851631651
2009-02-01 44.4114043803041
2009-03-01 43.9688198647116
2009-04-01 43.4277608851493
2009-05-01 43.0505160111996
2009-06-01 42.7816321456419
2009-07-01 42.4032711873944
2009-08-01 42.1887984550123
2009-09-01 41.8885873793166
2009-10-01 41.7767642712599
2009-11-01 41.5676737495529
2009-12-01 41.3560834719510
2010-01-01 41.3225961546379
2010-02-01 41.2114362402110
2010-03-01 41.1069300559994
2010-04-01 41.1637644864193
2010-05-01 41.0748206378989
2010-06-01 41.2221346286646
2010-07-01 40.8574412846504
2010-08-01 40.7574309932836
2010-09-01 40.7818165546250
2010-10-01 40.9761528741967
2010-11-01 41.0510628190670
2010-12-01 40.9462053056605
2011-01-01 41.1077488908774
2011-02-01 41.2024758921023
2011-03-01 41.3463411393884
2011-04-01 41.4957278454796
2011-05-01 41.5879962639210
2011-06-01 41.5517862581111
2011-07-01 41.8226817775279
2011-08-01 41.9159018138858
2011-09-01 42.0809364447984
2011-10-01 42.1003748954570
2011-11-01 42.1487108363480
2011-12-01 42.2338681201333
2012-01-01 42.0856123609087
2012-02-01 42.1883548330661
2012-03-01 42.3623302592932
2012-04-01 42.9268265535541
2012-05-01 43.0110253086513
2012-06-01 43.1703330756954
2012-07-01 43.5970728729799
2012-08-01 43.6716695814314
2012-09-01 43.6781713553390
2012-10-01 43.6311357848879
2012-11-01 43.7710586490858
2012-12-01 43.9130374464795
2013-01-01 44.2697263460065
2013-02-01 44.3702309648175
2013-03-01 44.3634357604826
2013-04-01 44.2442791037931
2013-05-01 44.3429780216332
2013-06-01 44.5865532007578
2013-07-01 44.4779137579828
2013-08-01 44.5241710261112
2013-09-01 44.7698548790929
2013-10-01 44.9590554006151
2013-11-01 45.1050087555600
2013-12-01 45.3085664348003
2014-01-01 45.2574405052401
2014-02-01 45.3481921068808
2014-03-01 45.3507946937821
2014-04-01 45.3570646218046
2014-05-01 45.4789539962678
2014-06-01 45.3818221844947
2014-07-01 45.3696036976156
2014-08-01 45.5904670013459
2014-09-01 45.5647212700827
2014-10-01 45.7639724278894
2014-11-01 46.0458024906043
2014-12-01 46.1048816688701
2015-01-01 46.3647704319998
2015-02-01 46.4378301963497
2015-03-01 46.6373763194361
2015-04-01 46.6532251720557
2015-05-01 46.6994244398971
2015-06-01 46.7673576734492
2015-07-01 47.1705507148429
2015-08-01 47.2729858964862
2015-09-01 47.4672208304392
2015-10-01 47.3484159054507
2015-11-01 47.3690472392101
2015-12-01 47.5115058304537
2016-01-01 47.5902102814986
2016-02-01 47.6435120275290
2016-03-01 47.7219213534586
2016-04-01 47.9419242766376
2016-05-01 47.9036825739959
2016-06-01 47.9489452258445
2016-07-01 48.4703863258588
2016-08-01 48.3769181183326
2016-09-01 48.4705679322380
2016-10-01 48.4197831928325
2016-11-01 48.3854180178852
2016-12-01 48.4039073523281
2017-01-01 48.5281109046474
2017-02-01 48.6602984888998
2017-03-01 48.6173407261350
2017-04-01 48.7292959711042
2017-05-01 48.8962061620856
2017-06-01 48.9288786306529
2017-07-01 48.8706858103349
2017-08-01 48.7922671491035
2017-09-01 48.5752880034179
2017-10-01 48.5929626700230
2017-11-01 48.4886335402440
2017-12-01 48.4954242315140
2018-01-01 48.4653819112028
2018-02-01 48.3709317183560
2018-03-01 48.3115211937781
2018-04-01 48.0220385366329
2018-05-01 47.7813125303495
2018-06-01 47.6009602768220
2018-07-01 47.1796886435297
2018-08-01 47.1238479753464
2018-09-01 47.0946213821042
2018-10-01 46.9764715766145
2018-11-01 46.8857072757409
2018-12-01 46.5814251845743
2019-01-01 46.1899381327693
2019-02-01 45.9600119207128
2019-03-01 45.8987143985738
2019-04-01 45.8132161276605
2019-05-01 45.6630805113125
2019-06-01 45.3900838315266
2019-07-01 45.1974359085695
2019-08-01 45.0596830871876
2019-09-01 44.9205869376724
2019-10-01 44.8779791067410
2019-11-01 44.7803356046694
2019-12-01 44.7803928045334
2020-01-01 44.7885127427911
2020-02-01 44.7320526288405
2020-03-01 44.6680166361728
2020-04-01 40.3949816559171
2020-05-01 40.3467589645975
2020-06-01 41.0014536745407
2020-07-01 41.2177743257301
2020-08-01 41.3996084870018
2020-09-01 41.5438011494108
2020-10-01 41.6007551128209
2020-11-01 41.5922295185483
2020-12-01 41.5918163109424
2021-01-01 41.3519483108631
2021-02-01 41.1756522697560
2021-03-01 41.3315183277371
2021-04-01 41.2675048923941
2021-05-01 41.1410396927893
2021-06-01 41.1429050485605
2021-07-01 40.9364317297259
2021-08-01 40.9459362173766
2021-09-01 40.5639294469477
2021-10-01 41.0195266693485
2021-11-01 41.2033283334386
2021-12-01 41.2094408713993
2022-01-01 41.2011261946283
2022-02-01 41.4124045450212
2022-03-01 41.3896052892948
2022-04-01 41.5356407510242
2022-05-01 41.6445304341006
2022-06-01 41.5988287233739
2022-07-01 41.6648608294064
2022-08-01 41.6967103889217
2022-09-01 41.5814086824137
2022-10-01 41.3307567540850
2022-11-01 41.5086018359962
2022-12-01 41.4093917131201
2023-01-01 41.7392458889940
2023-02-01 41.6532901274139
2023-03-01 41.7603147914315
2023-04-01 41.5175605578758
2023-05-01 41.4537264996292
2023-06-01 41.5658389493881
2023-07-01 40.9994685000611
2023-08-01 41.1447191550960
2023-09-01 41.0930350232085
2023-10-01 40.7204109154243
2023-11-01 40.5937850617472
2023-12-01 40.5893774666372
2024-01-01 40.6799860149969
2024-02-01 40.7239970290725
2024-03-01 40.6439790309493
2024-04-01 40.6155627531466
2024-05-01 40.4731782602441
2024-06-01 40.2230028718715
2024-07-01 40.3364282271779
2024-08-01 40.1813750081369
2024-09-01 40.1883711823096
2024-10-01 40.4038937681274
2024-11-01 40.3739190586689
2024-12-01 40.1520842933461
2025-01-01 40.0306846468550
2025-02-01 40.0121953400973
2025-03-01 39.9510857819719
2025-04-01 39.9299234785510
2025-05-01 39.7934472400774
2025-06-01 39.8674026393797
2025-07-01 39.9606041838673
2025-08-01 40.1014749104089
2025-09-01 40.2840514338660
2025-10-01 40.3777692004065
2025-11-01 40.4440968207561
2025-12-01 40.7157762681458
2026-01-01 40.9070930836890
2026-02-01 40.5189826893579
2026-03-01 40.5622136758860
2026-04-01 40.6458969252032
2026-05-01 40.9165489997236
2026-06-01 40.9868308760078

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