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

Title All Employees: Wholesale Trade: Merchant Wholesalers, Nondurable Goods in Oakland-Fremont-Berkeley, CA (MD)
Series ID SMU06360844142400001SA
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 10:59 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 13.1672600479
1990-02-01 13.1548246406
1990-03-01 13.1006779855
1990-04-01 13.2834710743
1990-05-01 13.3401290231
1990-06-01 13.3341103551
1990-07-01 13.4410638296
1990-08-01 13.3642750284
1990-09-01 13.3125824185
1990-10-01 14.1100211601
1990-11-01 14.0733135133
1990-12-01 14.0150897505
1991-01-01 13.6730057404
1991-02-01 13.4429121545
1991-03-01 13.4961984709
1991-04-01 13.2970030627
1991-05-01 13.2547951580
1991-06-01 13.1492474061
1991-07-01 12.9224233505
1991-08-01 12.9431375695
1991-09-01 12.8034650312
1991-10-01 13.1162331154
1991-11-01 13.1813695977
1991-12-01 13.1156989586
1992-01-01 13.1864636725
1992-02-01 13.2297568841
1992-03-01 13.2830211641
1992-04-01 13.5202010595
1992-05-01 13.7750295899
1992-06-01 13.5643774152
1992-07-01 13.2995847302
1992-08-01 13.2023894602
1992-09-01 13.2856944449
1992-10-01 13.3254050683
1992-11-01 13.3040829424
1992-12-01 13.4243705653
1993-01-01 13.6095763369
1993-02-01 13.7110980579
1993-03-01 13.6668325236
1993-04-01 13.5408244736
1993-05-01 13.5958703369
1993-06-01 13.5724386295
1993-07-01 13.8701796696
1993-08-01 13.8639938268
1993-09-01 13.8698049246
1993-10-01 13.7295501459
1993-11-01 13.7354051315
1993-12-01 13.7481199337
1994-01-01 13.6278039436
1994-02-01 13.6948891375
1994-03-01 13.6505097551
1994-04-01 13.6635462944
1994-05-01 13.5958014879
1994-06-01 13.5784062461
1994-07-01 13.8316797691
1994-08-01 13.9338590793
1994-09-01 14.1600580620
1994-10-01 13.9305714926
1994-11-01 13.9749542623
1994-12-01 13.9765596959
1995-01-01 13.9562479314
1995-02-01 13.8849479171
1995-03-01 13.9343058013
1995-04-01 13.9709904629
1995-05-01 13.9729714108
1995-06-01 13.9737067339
1995-07-01 13.9027610332
1995-08-01 14.0202143563
1995-09-01 13.8610237148
1995-10-01 13.4299631321
1995-11-01 13.7062421430
1995-12-01 13.7062701445
1996-01-01 13.5779809134
1996-02-01 13.5894644727
1996-03-01 13.5247731924
1996-04-01 13.2691654831
1996-05-01 13.1335236586
1996-06-01 13.1582393973
1996-07-01 13.8898373692
1996-08-01 13.8133960873
1996-09-01 13.5699303276
1996-10-01 14.1345836980
1996-11-01 14.2301464746
1996-12-01 14.1231194268
1997-01-01 14.4982997870
1997-02-01 14.4940203901
1997-03-01 14.5159119400
1997-04-01 15.0621505058
1997-05-01 15.0032297623
1997-06-01 15.0357637476
1997-07-01 15.1891375158
1997-08-01 15.1224805293
1997-09-01 15.2890277471
1997-10-01 15.5375154624
1997-11-01 15.5316925826
1997-12-01 15.5247739986
1998-01-01 15.9998718972
1998-02-01 16.3956619764
1998-03-01 16.8172164255
1998-04-01 17.3626891563
1998-05-01 17.2908979336
1998-06-01 17.3274572873
1998-07-01 17.3885372464
1998-08-01 17.6368525612
1998-09-01 17.7095333367
1998-10-01 17.6344897361
1998-11-01 17.7179682470
1998-12-01 17.7029064297
1999-01-01 18.7000228926
1999-02-01 18.6952501918
1999-03-01 18.6098021978
1999-04-01 17.6718983276
1999-05-01 17.6021818729
1999-06-01 17.9342091201
1999-07-01 17.7012899078
1999-08-01 17.7505617180
1999-09-01 17.6298551214
1999-10-01 17.4274935022
1999-11-01 17.3778565483
1999-12-01 17.3664926448
2000-01-01 18.0912469108
2000-02-01 17.9981698386
2000-03-01 17.9094105625
2000-04-01 17.8797091637
2000-05-01 17.6298006955
2000-06-01 17.9490634578
2000-07-01 18.0256661844
2000-08-01 17.9612006775
2000-09-01 17.9450435504
2000-10-01 18.1119858660
2000-11-01 18.2387730555
2000-12-01 18.3280139431
2001-01-01 18.1805846356
2001-02-01 18.1999119180
2001-03-01 18.2033912783
2001-04-01 18.0832576215
2001-05-01 18.0633839500
2001-06-01 18.0643692336
2001-07-01 18.0534681464
2001-08-01 17.9781441479
2001-09-01 18.0606994767
2001-10-01 18.0906169325
2001-11-01 17.9958575913
2001-12-01 17.8994017229
2002-01-01 18.5701915654
2002-02-01 18.5061327043
2002-03-01 18.5064894353
2002-04-01 18.3749540764
2002-05-01 18.4880114899
2002-06-01 18.4748116569
2002-07-01 18.4752297667
2002-08-01 18.4925179475
2002-09-01 18.4736800429
2002-10-01 18.4649886946
2002-11-01 18.7705468427
2002-12-01 18.8935324735
2003-01-01 18.4586320917
2003-02-01 18.4124723852
2003-03-01 18.5118454932
2003-04-01 18.5640546124
2003-05-01 18.5955791215
2003-06-01 18.5846083608
2003-07-01 18.5890585703
2003-08-01 18.6934792720
2003-09-01 18.7833083312
2003-10-01 18.8560371061
2003-11-01 18.8532329987
2003-12-01 18.9999844332
2004-01-01 18.3453156351
2004-02-01 18.4141895066
2004-03-01 18.4200562503
2004-04-01 18.4571627363
2004-05-01 18.2995312298
2004-06-01 18.2911316609
2004-07-01 18.1934686494
2004-08-01 17.9856588065
2004-09-01 18.1898557092
2004-10-01 18.1541206063
2004-11-01 18.1468447152
2004-12-01 18.1181573186
2005-01-01 18.0244267985
2005-02-01 18.0043889771
2005-03-01 17.9264050059
2005-04-01 18.1632386327
2005-05-01 18.0985763789
2005-06-01 18.2086252254
2005-07-01 18.0872544648
2005-08-01 18.0793508151
2005-09-01 17.8950358182
2005-10-01 17.9568165149
2005-11-01 17.9325932918
2005-12-01 17.8292225207
2006-01-01 17.9090571591
2006-02-01 17.8923674737
2006-03-01 17.9290337683
2006-04-01 18.0778296877
2006-05-01 18.3021866654
2006-06-01 18.4327707189
2006-07-01 18.6819901273
2006-08-01 18.7745330668
2006-09-01 18.8955420421
2006-10-01 18.9473582426
2006-11-01 19.0123241182
2006-12-01 19.1330968115
2007-01-01 19.3001353408
2007-02-01 19.3892042399
2007-03-01 19.3420669606
2007-04-01 19.1940284577
2007-05-01 19.1948837384
2007-06-01 19.2671487014
2007-07-01 19.1736906634
2007-08-01 19.1747131798
2007-09-01 19.1887130790
2007-10-01 19.2337907565
2007-11-01 19.2805617974
2007-12-01 19.3236331420
2008-01-01 19.4049967871
2008-02-01 19.4987846903
2008-03-01 19.4690592969
2008-04-01 19.3043085174
2008-05-01 19.2866994647
2008-06-01 19.0987605027
2008-07-01 19.0645704507
2008-08-01 18.9737549214
2008-09-01 18.8778941397
2008-10-01 18.7074815736
2008-11-01 18.6517528288
2008-12-01 18.5030168583
2009-01-01 18.4252583560
2009-02-01 18.3234879969
2009-03-01 18.2102204996
2009-04-01 18.1052901145
2009-05-01 17.8747029918
2009-06-01 17.9235443075
2009-07-01 17.8432712431
2009-08-01 17.8698586646
2009-09-01 17.7630353581
2009-10-01 17.6900936642
2009-11-01 17.5311895523
2009-12-01 17.4865232635
2010-01-01 17.1477295582
2010-02-01 17.1467746307
2010-03-01 17.1497323719
2010-04-01 17.2003664402
2010-05-01 17.1774747747
2010-06-01 17.2276519642
2010-07-01 16.6215897517
2010-08-01 16.6589854163
2010-09-01 16.6494674223
2010-10-01 16.8800215452
2010-11-01 16.8290632552
2010-12-01 16.6793839649
2011-01-01 16.6617514864
2011-02-01 16.6636296800
2011-03-01 16.5752293335
2011-04-01 16.7006255472
2011-05-01 16.7837066483
2011-06-01 16.7117560569
2011-07-01 16.9032682616
2011-08-01 16.9485326251
2011-09-01 17.0406595570
2011-10-01 17.1875766369
2011-11-01 17.1404519421
2011-12-01 17.1905920700
2012-01-01 17.0583415954
2012-02-01 17.0541351124
2012-03-01 17.0789013665
2012-04-01 17.4115170641
2012-05-01 17.6008138104
2012-06-01 17.7819907677
2012-07-01 18.1001662831
2012-08-01 18.2360679206
2012-09-01 18.1361060254
2012-10-01 18.0976477304
2012-11-01 18.1685447040
2012-12-01 18.3087124092
2013-01-01 18.6456113391
2013-02-01 18.6373974672
2013-03-01 18.6602374075
2013-04-01 18.6220348094
2013-05-01 18.5211501824
2013-06-01 18.5502821389
2013-07-01 18.5052391836
2013-08-01 18.5185289756
2013-09-01 18.6393847419
2013-10-01 18.6156143410
2013-11-01 18.7017456140
2013-12-01 18.7312527656
2014-01-01 18.8311384458
2014-02-01 18.8114136354
2014-03-01 18.8359255562
2014-04-01 18.6215502159
2014-05-01 18.5412132550
2014-06-01 18.5256102519
2014-07-01 18.3160248748
2014-08-01 18.3006919737
2014-09-01 18.2505100534
2014-10-01 18.2218298203
2014-11-01 18.2366591227
2014-12-01 18.1473287912
2015-01-01 18.1217719913
2015-02-01 18.0983366651
2015-03-01 18.0159098452
2015-04-01 18.0103774376
2015-05-01 18.1498355195
2015-06-01 18.2114620886
2015-07-01 18.2251193215
2015-08-01 18.2872553480
2015-09-01 18.4658876453
2015-10-01 18.3205983369
2015-11-01 18.2550458149
2015-12-01 18.2566142429
2016-01-01 18.3249533125
2016-02-01 18.2903042839
2016-03-01 18.4155555663
2016-04-01 18.3911473501
2016-05-01 18.3474999512
2016-06-01 18.3183365089
2016-07-01 18.7228836017
2016-08-01 18.5765302714
2016-09-01 18.5824293290
2016-10-01 18.6039848874
2016-11-01 18.6646719127
2016-12-01 18.7577983526
2017-01-01 18.7356020789
2017-02-01 18.7946631739
2017-03-01 18.7194426788
2017-04-01 18.8727555863
2017-05-01 18.8453327980
2017-06-01 18.9382136254
2017-07-01 18.7145161621
2017-08-01 18.5644363238
2017-09-01 18.3952267854
2017-10-01 18.3874715773
2017-11-01 18.2633464689
2017-12-01 18.2523396409
2018-01-01 18.2548443232
2018-02-01 18.1935391312
2018-03-01 18.1303186443
2018-04-01 17.9553582107
2018-05-01 18.0408160318
2018-06-01 18.1614144545
2018-07-01 17.9078349367
2018-08-01 17.8558226779
2018-09-01 17.9126093140
2018-10-01 17.7714526680
2018-11-01 17.7591890192
2018-12-01 17.6493679720
2019-01-01 17.4653479254
2019-02-01 17.4854367581
2019-03-01 17.4314350233
2019-04-01 17.4495432577
2019-05-01 17.3337902617
2019-06-01 17.2777867616
2019-07-01 17.3150498985
2019-08-01 17.2527329778
2019-09-01 17.2280682719
2019-10-01 17.2662984872
2019-11-01 17.2506947951
2019-12-01 17.2495969821
2020-01-01 17.2662191710
2020-02-01 17.2666110681
2020-03-01 17.3308059140
2020-04-01 15.6517725741
2020-05-01 15.6225932373
2020-06-01 15.7846999481
2020-07-01 15.9280894465
2020-08-01 16.0552371751
2020-09-01 16.1441335683
2020-10-01 16.2687290289
2020-11-01 16.2539943879
2020-12-01 16.2546057116
2021-01-01 16.1501750207
2021-02-01 16.0400388660
2021-03-01 16.2183901727
2021-04-01 16.3627290920
2021-05-01 16.4131232105
2021-06-01 16.4912826772
2021-07-01 16.5443577957
2021-08-01 16.6681330363
2021-09-01 16.6456220156
2021-10-01 16.7821992529
2021-11-01 16.8581900430
2021-12-01 16.9552645704
2022-01-01 17.0318710713
2022-02-01 17.1077723648
2022-03-01 17.2057871221
2022-04-01 17.2768567839
2022-05-01 17.3107649437
2022-06-01 17.3966413526
2022-07-01 17.2570359040
2022-08-01 17.2892601803
2022-09-01 17.2403124354
2022-10-01 17.2954511456
2022-11-01 17.3659114119
2022-12-01 17.3480580889
2023-01-01 17.5056332877
2023-02-01 17.4780065013
2023-03-01 17.6933475688
2023-04-01 17.4008493585
2023-05-01 17.4153175349
2023-06-01 17.4031909440
2023-07-01 17.2737427250
2023-08-01 17.2158809210
2023-09-01 17.1201960490
2023-10-01 16.8053022057
2023-11-01 16.8608212187
2023-12-01 16.9322105818
2024-01-01 16.9819812027
2024-02-01 17.0614316463
2024-03-01 16.9859728737
2024-04-01 17.0266399316
2024-05-01 17.0322726818
2024-06-01 16.9101361572
2024-07-01 17.0868215787
2024-08-01 17.0374778755
2024-09-01 17.1976934865
2024-10-01 17.1044769253
2024-11-01 17.1535491843
2024-12-01 17.1106280271
2025-01-01 17.0627108054
2025-02-01 17.1562650514
2025-03-01 17.1841242665
2025-04-01 17.1514629084
2025-05-01 17.1508112302
2025-06-01 17.0214239186
2025-07-01 17.3964958251
2025-08-01 17.4519042599
2025-09-01 17.5746706860
2025-10-01 17.7977416559
2025-11-01 17.7388482563
2025-12-01 17.8897070672
2026-01-01 17.8568293824
2026-02-01 17.6600659655
2026-03-01 17.7861610370
2026-04-01 17.7673635059
2026-05-01 17.8692655025
2026-06-01 17.9287207848
2026-07-01 17.8002090582
2026-08-01 17.8560874224

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