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 2026-04-01
Last Updated 2026-05-26 2:25 PM 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 40.6295993349307
1990-02-01 40.1216832802659
1990-03-01 40.0927385851405
1990-04-01 40.2361303830608
1990-05-01 40.3882048889183
1990-06-01 40.4738452857952
1990-07-01 41.0675958054964
1990-08-01 41.1931480388047
1990-09-01 41.0727325454227
1990-10-01 42.3903855452410
1990-11-01 42.4479403414227
1990-12-01 42.1871955112307
1991-01-01 41.6310509295937
1991-02-01 41.7159736906230
1991-03-01 41.6643384354895
1991-04-01 40.6543805313084
1991-05-01 40.7064807159792
1991-06-01 40.5799502161069
1991-07-01 40.1791485025134
1991-08-01 40.0875927114158
1991-09-01 39.8571934160420
1991-10-01 40.8896639835692
1991-11-01 40.7521307437190
1991-12-01 40.6685900252694
1992-01-01 41.1444842785510
1992-02-01 40.8125971390159
1992-03-01 40.9262252066414
1992-04-01 41.2749397300474
1992-05-01 41.4239296641621
1992-06-01 41.1882110873811
1992-07-01 41.2115538949630
1992-08-01 40.9887860767300
1992-09-01 41.2225763765108
1992-10-01 41.2883677410386
1992-11-01 41.2512233971376
1992-12-01 41.3391502477873
1993-01-01 41.5753748445823
1993-02-01 41.4185270595542
1993-03-01 41.4749964903194
1993-04-01 40.4918350304753
1993-05-01 40.5366866412171
1993-06-01 40.8063272439701
1993-07-01 40.7334586747078
1993-08-01 40.8111360076555
1993-09-01 40.6880737576797
1993-10-01 40.6824780183167
1993-11-01 40.7373985462279
1993-12-01 40.8169236761803
1994-01-01 40.8023688156079
1994-02-01 40.9354447470297
1994-03-01 40.9360536673086
1994-04-01 40.4931990855557
1994-05-01 40.4345343182563
1994-06-01 40.5054406479670
1994-07-01 40.7565107795737
1994-08-01 41.0425527094390
1994-09-01 41.2802783346299
1994-10-01 41.1807057976116
1994-11-01 41.1074220105069
1994-12-01 41.4103541175017
1995-01-01 41.3394488005194
1995-02-01 41.4554948442682
1995-03-01 41.5015420906539
1995-04-01 41.7692448148288
1995-05-01 41.9161678853913
1995-06-01 41.8956421789567
1995-07-01 41.9634511277052
1995-08-01 42.1843859854704
1995-09-01 42.3028932316580
1995-10-01 42.1772526051760
1995-11-01 42.3772462767908
1995-12-01 42.6215280643535
1996-01-01 42.2681653014807
1996-02-01 42.4727117652729
1996-03-01 42.7966923820338
1996-04-01 42.8227049089722
1996-05-01 43.0773113898087
1996-06-01 43.4597793042324
1996-07-01 43.8737250126559
1996-08-01 43.9180045353472
1996-09-01 43.3532271733878
1996-10-01 44.9767130039754
1996-11-01 45.0578445503361
1996-12-01 45.1471189015951
1997-01-01 45.4954218524893
1997-02-01 45.4843283417231
1997-03-01 45.4976823563771
1997-04-01 45.6614823211191
1997-05-01 45.8338586554557
1997-06-01 45.8257928010308
1997-07-01 45.8756649114633
1997-08-01 45.9434983144920
1997-09-01 46.2088930334540
1997-10-01 46.8842111854419
1997-11-01 46.9584034918096
1997-12-01 47.2709689908799
1998-01-01 47.6964099464874
1998-02-01 48.1779208400592
1998-03-01 48.7100317346933
1998-04-01 49.3120454809003
1998-05-01 49.4068377146497
1998-06-01 49.5971949298851
1998-07-01 49.2903518505852
1998-08-01 49.6454226240091
1998-09-01 49.7518444077620
1998-10-01 49.8950781959107
1998-11-01 49.9676612266441
1998-12-01 49.9755768187428
1999-01-01 51.4971913653325
1999-02-01 51.4570836219499
1999-03-01 51.4079616958871
1999-04-01 50.0931228164114
1999-05-01 50.2124134880179
1999-06-01 50.3925597385448
1999-07-01 50.5127994764812
1999-08-01 50.9302433971748
1999-09-01 50.5758948705880
1999-10-01 50.8042703487805
1999-11-01 50.7630326611589
1999-12-01 50.9435873465668
2000-01-01 51.1813219075569
2000-02-01 51.0330553107611
2000-03-01 51.7135471444249
2000-04-01 52.2120553557448
2000-05-01 52.5449368872342
2000-06-01 52.8164768801047
2000-07-01 53.6411103454400
2000-08-01 53.8104470793017
2000-09-01 53.9822107428303
2000-10-01 53.9882653921508
2000-11-01 54.0404397391790
2000-12-01 54.5867272562125
2001-01-01 55.7556744170301
2001-02-01 56.0314737298309
2001-03-01 56.0240197247060
2001-04-01 54.8452264787660
2001-05-01 54.5963864467334
2001-06-01 54.4642769398331
2001-07-01 54.1555144497204
2001-08-01 54.0064054768581
2001-09-01 53.9849219567673
2001-10-01 53.6656165712125
2001-11-01 53.3844400110258
2001-12-01 53.2171966934144
2002-01-01 53.1076674339335
2002-02-01 53.1429304824677
2002-03-01 53.1448705169887
2002-04-01 51.5903791235863
2002-05-01 52.0539509277844
2002-06-01 51.9122487248033
2002-07-01 51.8706674169328
2002-08-01 51.8200884968744
2002-09-01 51.6917772636723
2002-10-01 51.7189994449071
2002-11-01 51.8269965345055
2002-12-01 51.8569974786934
2003-01-01 51.1438952466555
2003-02-01 50.9640302681006
2003-03-01 50.8744312173721
2003-04-01 50.1404623013978
2003-05-01 49.7935168459727
2003-06-01 49.4503051503180
2003-07-01 49.2875794015700
2003-08-01 49.1375339893872
2003-09-01 48.9134005105283
2003-10-01 48.8773720621707
2003-11-01 48.5655352671510
2003-12-01 48.5961401463981
2004-01-01 47.4765548587762
2004-02-01 47.4813433254911
2004-03-01 47.7003771883819
2004-04-01 48.1049323982435
2004-05-01 48.1240308363461
2004-06-01 48.2758106920832
2004-07-01 48.6073789131265
2004-08-01 48.5443320759757
2004-09-01 48.8451343845452
2004-10-01 48.8189471854720
2004-11-01 49.0346249291063
2004-12-01 48.9521772309145
2005-01-01 47.9151059568267
2005-02-01 47.7826991561843
2005-03-01 47.5192240981118
2005-04-01 47.7703597831287
2005-05-01 47.6452587631583
2005-06-01 47.7093149247603
2005-07-01 47.6238379596410
2005-08-01 47.6440054849183
2005-09-01 47.5655195541709
2005-10-01 47.5741550132322
2005-11-01 47.6050484235314
2005-12-01 47.5112005311128
2006-01-01 47.8748481531578
2006-02-01 47.8668081537237
2006-03-01 47.8214404920158
2006-04-01 47.8439718265623
2006-05-01 48.0747436159219
2006-06-01 48.2393161359865
2006-07-01 48.0445487398171
2006-08-01 48.2363920291208
2006-09-01 48.2807897051405
2006-10-01 48.3164818511599
2006-11-01 48.3829533913376
2006-12-01 48.5912654188384
2007-01-01 48.3451008214204
2007-02-01 48.5367747926732
2007-03-01 48.7243385319018
2007-04-01 47.9200517310020
2007-05-01 48.1006563226563
2007-06-01 48.1759705796243
2007-07-01 48.0549830894716
2007-08-01 48.0292611027957
2007-09-01 47.8914323225411
2007-10-01 47.9593636882840
2007-11-01 47.8416958375554
2007-12-01 47.6743620507749
2008-01-01 47.9321032911887
2008-02-01 48.0183045717082
2008-03-01 47.9369612187216
2008-04-01 47.5852879131135
2008-05-01 47.3273215648962
2008-06-01 47.1225260593172
2008-07-01 47.0445440472725
2008-08-01 46.8112732531752
2008-09-01 46.6978011805269
2008-10-01 46.3022683788997
2008-11-01 45.9046466450771
2008-12-01 45.4637688921735
2009-01-01 44.7285228376813
2009-02-01 44.4114396636130
2009-03-01 43.9688857144705
2009-04-01 43.4277229174751
2009-05-01 43.0504847282332
2009-06-01 42.7816021031344
2009-07-01 42.4032520978604
2009-08-01 42.1887886836983
2009-09-01 41.8885863259363
2009-10-01 41.7767687061843
2009-11-01 41.5676805948559
2009-12-01 41.3560868554378
2010-01-01 41.3226179459477
2010-02-01 41.2114553909096
2010-03-01 41.1069675588514
2010-04-01 41.1637465185258
2010-05-01 41.0748043056283
2010-06-01 41.2220982881862
2010-07-01 40.8574319297253
2010-08-01 40.7574276440202
2010-09-01 40.7818181494214
2010-10-01 40.9761574772300
2010-11-01 41.0510682384669
2010-12-01 40.9462128781939
2011-01-01 41.1077594136750
2011-02-01 41.2024844194734
2011-03-01 41.3463535090379
2011-04-01 41.4957294231826
2011-05-01 41.5879914248497
2011-06-01 41.5517525748018
2011-07-01 41.8226766282463
2011-08-01 41.9159010490993
2011-09-01 42.0809378280377
2011-10-01 42.1003775796868
2011-11-01 42.1487137411433
2011-12-01 42.2338764670321
2012-01-01 42.0856185953167
2012-02-01 42.1883607839952
2012-03-01 42.3623358803590
2012-04-01 42.9268334880298
2012-05-01 43.0110266631186
2012-06-01 43.1702943019631
2012-07-01 43.5970723987124
2012-08-01 43.6716717689068
2012-09-01 43.6781678992929
2012-10-01 43.6311394181332
2012-11-01 43.7710622381538
2012-12-01 43.9130445605511
2013-01-01 44.2697319471256
2013-02-01 44.3702367394603
2013-03-01 44.3634419103839
2013-04-01 44.2442887383483
2013-05-01 44.3429844794421
2013-06-01 44.5865030671180
2013-07-01 44.4779149186722
2013-08-01 44.5241773094100
2013-09-01 44.7698468773208
2013-10-01 44.9590595172423
2013-11-01 45.1050125209791
2013-12-01 45.3085728326546
2014-01-01 45.2574478941081
2014-02-01 45.3482001991735
2014-03-01 45.3508035263533
2014-04-01 45.3570776030254
2014-05-01 45.4789648985765
2014-06-01 45.3817588753468
2014-07-01 45.3696043834013
2014-08-01 45.5904738007816
2014-09-01 45.5647042735719
2014-10-01 45.7639731323049
2014-11-01 46.0458051932588
2014-12-01 46.1048926111263
2015-01-01 46.3647906220041
2015-02-01 46.4378505692982
2015-03-01 46.6373914586175
2015-04-01 46.6532370217002
2015-05-01 46.6994339710473
2015-06-01 46.7672861522291
2015-07-01 47.1705392932380
2015-08-01 47.2729813828219
2015-09-01 47.4671923852800
2015-10-01 47.3484158294418
2015-11-01 47.3690163938470
2015-12-01 47.5115461856098
2016-01-01 47.5902678662357
2016-02-01 47.6435715775971
2016-03-01 47.7219433582990
2016-04-01 47.9419289352411
2016-05-01 47.9036793180677
2016-06-01 47.9488632858011
2016-07-01 48.4703544381166
2016-08-01 48.3768854367916
2016-09-01 48.4705007259744
2016-10-01 48.4197692849195
2016-11-01 48.3853680010181
2016-12-01 48.4039800123973
2017-01-01 48.5282150159371
2017-02-01 48.6604739832946
2017-03-01 48.6175317555277
2017-04-01 48.7290265753726
2017-05-01 48.8961241948482
2017-06-01 48.9290274474296
2017-07-01 48.8705105510332
2017-08-01 48.7921494303465
2017-09-01 48.5752050552024
2017-10-01 48.5929668716358
2017-11-01 48.4885823567679
2017-12-01 48.4955569003275
2018-01-01 48.4655554483405
2018-02-01 48.3711287741515
2018-03-01 48.3118531126616
2018-04-01 48.0214805257591
2018-05-01 47.7811648776949
2018-06-01 47.6013837087668
2018-07-01 47.1794125394273
2018-08-01 47.1236585218306
2018-09-01 47.0945340484842
2018-10-01 46.9764866710804
2018-11-01 46.8857045793697
2018-12-01 46.5816033860506
2019-01-01 46.1901342157427
2019-02-01 45.9601321419031
2019-03-01 45.8991059101571
2019-04-01 45.8123397858036
2019-05-01 45.6629160118707
2019-06-01 45.3908847203876
2019-07-01 45.1971473068934
2019-08-01 45.0594486852694
2019-09-01 44.9204833643565
2019-10-01 44.8781016067962
2019-11-01 44.7803247099333
2019-12-01 44.7806523761530
2020-01-01 44.7886779961626
2020-02-01 44.7321003956693
2020-03-01 44.6678325424440
2020-04-01 40.3939873291737
2020-05-01 40.3463284140112
2020-06-01 41.0034472531874
2020-07-01 41.2174567391044
2020-08-01 41.3992085738656
2020-09-01 41.5436975505927
2020-10-01 41.6010846437973
2020-11-01 41.5923176573473
2020-12-01 41.5921816871537
2021-01-01 41.3519535552209
2021-02-01 41.1753695531949
2021-03-01 41.3304080728447
2021-04-01 41.2662259541822
2021-05-01 41.1404452773383
2021-06-01 41.1461130857390
2021-07-01 40.9363599884091
2021-08-01 40.9455713434749
2021-09-01 40.5639906024397
2021-10-01 41.0203315091159
2021-11-01 41.2037579737366
2021-12-01 41.2100852930924
2022-01-01 41.2007521118870
2022-02-01 41.4111167441244
2022-03-01 41.3867177512862
2022-04-01 41.5339387783824
2022-05-01 41.6438923372270
2022-06-01 41.6033895519223
2022-07-01 41.6655790686060
2022-08-01 41.6967577705433
2022-09-01 41.5817549724433
2022-10-01 41.3322030858368
2022-11-01 41.5096030147513
2022-12-01 41.4109571707465
2023-01-01 41.7387188927057
2023-02-01 41.6500481805870
2023-03-01 41.7564672083567
2023-04-01 41.5078965105254
2023-05-01 41.4600381095576
2023-06-01 41.5704846632406
2023-07-01 41.0005659912912
2023-08-01 41.1449781149167
2023-09-01 41.0938139577110
2023-10-01 40.7228444065689
2023-11-01 40.5963766702858
2023-12-01 40.5934107668901
2024-01-01 40.6805961512716
2024-02-01 40.7196249199606
2024-03-01 40.6389374159827
2024-04-01 40.5947332991275
2024-05-01 40.4833617552482
2024-06-01 40.2271432438819
2024-07-01 40.3382528888108
2024-08-01 40.1823687317718
2024-09-01 40.1903008347169
2024-10-01 40.4078740837586
2024-11-01 40.3787066171910
2024-12-01 40.1592580627339
2025-01-01 40.0332486496211
2025-02-01 40.0072416974144
2025-03-01 39.9461523198374
2025-04-01 39.8955349662799
2025-05-01 39.8075622584874
2025-06-01 39.8681810252479
2025-07-01 39.9631842580782
2025-08-01 40.1034676772886
2025-09-01 40.2876015811380
2025-10-01 40.3836171984851
2025-11-01 40.4517209514270
2025-12-01 40.7263858965675
2026-01-01 40.9119838873702
2026-02-01 40.5144494366114
2026-03-01 40.5572390035222
2026-04-01 40.7030332650282

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