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 2026-06-01
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 13.1592844656417
1990-02-01 13.1406631921182
1990-03-01 13.0981277876334
1990-04-01 13.2824320651302
1990-05-01 13.3385840472010
1990-06-01 13.3368918152936
1990-07-01 13.4490880031042
1990-08-01 13.3905152296326
1990-09-01 13.3692264371025
1990-10-01 14.0931292532047
1990-11-01 14.0595912624649
1990-12-01 13.9805293134735
1991-01-01 13.6640380241724
1991-02-01 13.4288247043786
1991-03-01 13.4928221723618
1991-04-01 13.2956367494301
1991-05-01 13.2540145656765
1991-06-01 13.1498954609250
1991-07-01 12.9322358144333
1991-08-01 12.9689974323746
1991-09-01 12.8608183271326
1991-10-01 13.1013614361262
1991-11-01 13.1677371579439
1991-12-01 13.0827141250150
1992-01-01 13.1756477141080
1992-02-01 13.2145624848349
1992-03-01 13.2773955438500
1992-04-01 13.5172031292452
1992-05-01 13.7747626120979
1992-06-01 13.5630620340985
1992-07-01 13.3111492753305
1992-08-01 13.2287345949702
1992-09-01 13.3485496541739
1992-10-01 13.3154732734142
1992-11-01 13.2821030077377
1992-12-01 13.4020541375198
1993-01-01 13.5920737229363
1993-02-01 13.6930006810114
1993-03-01 13.6566814146778
1993-04-01 13.5351549090919
1993-05-01 13.5954861917440
1993-06-01 13.5698231744790
1993-07-01 13.8829550934042
1993-08-01 13.8925673716029
1993-09-01 13.9397926885027
1993-10-01 13.7268773664982
1993-11-01 13.7075794631181
1993-12-01 13.7401721971064
1994-01-01 13.6020802621444
1994-02-01 13.6719869801226
1994-03-01 13.6358874768561
1994-04-01 13.6413363294637
1994-05-01 13.5960382883120
1994-06-01 13.5766086586939
1994-07-01 13.8445745202049
1994-08-01 13.9653509212506
1994-09-01 14.2397134944721
1994-10-01 13.9401133014489
1994-11-01 13.9452708769699
1994-12-01 14.0042160649177
1995-01-01 13.9046175181588
1995-02-01 13.8544316573440
1995-03-01 13.9117148242428
1995-04-01 13.9244949476667
1995-05-01 13.9711061001956
1995-06-01 13.9690622942828
1995-07-01 13.9143640733990
1995-08-01 14.0550274545574
1995-09-01 13.9504370929390
1995-10-01 13.4595114357592
1995-11-01 13.7032163298314
1995-12-01 13.7803089377578
1996-01-01 13.4834926455195
1996-02-01 13.5396080973063
1996-03-01 13.4895501703888
1996-04-01 13.1897472126512
1996-05-01 13.1236622938030
1996-06-01 13.1495572190422
1996-07-01 13.8997681210130
1996-08-01 13.8535383697222
1996-09-01 13.6726318400417
1996-10-01 14.1944314394693
1996-11-01 14.2694473611032
1996-12-01 14.2618777058467
1997-01-01 14.3429600077675
1997-02-01 14.4112187904846
1997-03-01 14.4562777655881
1997-04-01 14.9538249911739
1997-05-01 14.9852571180640
1997-06-01 15.0186279626369
1997-07-01 15.1969455615687
1997-08-01 15.1702610416671
1997-09-01 15.4002330501890
1997-10-01 15.6356828285253
1997-11-01 15.6363783954948
1997-12-01 15.7222660167627
1998-01-01 15.7837272675908
1998-02-01 16.2685331926098
1998-03-01 16.7263433102409
1998-04-01 17.2264997511148
1998-05-01 17.2637092247201
1998-06-01 17.3041976150729
1998-07-01 17.3993354413203
1998-08-01 17.6966215967597
1998-09-01 17.8271864946749
1998-10-01 17.7695859562343
1998-11-01 17.8806040270620
1998-12-01 17.9530257430090
1999-01-01 18.4278305808717
1999-02-01 18.5231902396832
1999-03-01 18.4828849524054
1999-04-01 17.5262305718838
1999-05-01 17.5667403288931
1999-06-01 17.9053971291362
1999-07-01 17.7190740593150
1999-08-01 17.8224199942072
1999-09-01 17.7565420821887
1999-10-01 17.5876901184351
1999-11-01 17.5866714576799
1999-12-01 17.6347081138674
2000-01-01 17.7837772612679
2000-02-01 17.7918122016007
2000-03-01 17.7546930022104
2000-04-01 17.7387328398935
2000-05-01 17.5864602876669
2000-06-01 17.9245062039315
2000-07-01 18.0550901122185
2000-08-01 18.0446584709577
2000-09-01 18.0798674849519
2000-10-01 18.2783376275182
2000-11-01 18.4523213833271
2000-12-01 18.5833879387427
2001-01-01 17.8712995072533
2001-02-01 17.9811343485344
2001-03-01 18.0347339940536
2001-04-01 17.9620031854736
2001-05-01 18.0218453705376
2001-06-01 18.0492411307965
2001-07-01 18.0920916234607
2001-08-01 18.0664893626222
2001-09-01 18.1945992345705
2001-10-01 18.2429000342075
2001-11-01 18.1867835873458
2001-12-01 18.1093672166566
2002-01-01 18.2910766200719
2002-02-01 18.3008295559952
2002-03-01 18.3476783451955
2002-04-01 18.2763720128622
2002-05-01 18.4527637197953
2002-06-01 18.4771479324318
2002-07-01 18.5187414900786
2002-08-01 18.5765125291787
2002-09-01 18.5934367464655
2002-10-01 18.5872384611202
2002-11-01 18.9143650405170
2002-12-01 19.0492631505379
2003-01-01 18.2307693388010
2003-02-01 18.2422759569970
2003-03-01 18.3794961118292
2003-04-01 18.4928959883291
2003-05-01 18.5698090172481
2003-06-01 18.5999704137487
2003-07-01 18.6300638126151
2003-08-01 18.7647751086995
2003-09-01 18.8805798388380
2003-10-01 18.9425895531581
2003-11-01 18.9509486370108
2003-12-01 19.0995524619177
2004-01-01 18.1744927603694
2004-02-01 18.2856036506645
2004-03-01 18.3253386024682
2004-04-01 18.4121399312098
2004-05-01 18.2824840275390
2004-06-01 18.3159856397315
2004-07-01 18.2274222279487
2004-08-01 18.0383478233497
2004-09-01 18.2591494029182
2004-10-01 18.2075584060042
2004-11-01 18.2026999708935
2004-12-01 18.1704716099595
2005-01-01 17.9145443053698
2005-02-01 17.9152853419437
2005-03-01 17.8681860735787
2005-04-01 18.1390887606505
2005-05-01 18.0940402554988
2005-06-01 18.2332793162155
2005-07-01 18.1104361898020
2005-08-01 18.1123142966553
2005-09-01 17.9360041368962
2005-10-01 17.9834335134000
2005-11-01 17.9588200911872
2005-12-01 17.8512544660237
2006-01-01 17.8474966008470
2006-02-01 17.8352269185072
2006-03-01 17.9027280520316
2006-04-01 18.0715300540993
2006-05-01 18.3062603448703
2006-06-01 18.4558995338348
2006-07-01 18.6933894201504
2006-08-01 18.7874098603123
2006-09-01 18.9110305075913
2006-10-01 18.9523006655185
2006-11-01 19.0157639890050
2006-12-01 19.1451476867994
2007-01-01 19.2750934469841
2007-02-01 19.3551852259538
2007-03-01 19.3376598870325
2007-04-01 19.2034781994725
2007-05-01 19.2110360341672
2007-06-01 19.2839868166048
2007-07-01 19.1748901108210
2007-08-01 19.1652675028787
2007-09-01 19.1837773791696
2007-10-01 19.2232638720374
2007-11-01 19.2709703955457
2007-12-01 19.3379276988349
2008-01-01 19.4019647991112
2008-02-01 19.4829115807886
2008-03-01 19.4748743988071
2008-04-01 19.3267472704901
2008-05-01 19.3141535453411
2008-06-01 19.1105628843535
2008-07-01 19.0579417347276
2008-08-01 18.9453474096239
2008-09-01 18.8569894958059
2008-10-01 18.6866584881804
2008-11-01 18.6339169461700
2008-12-01 18.5249628832167
2009-01-01 18.4361259714273
2009-02-01 18.3223196705794
2009-03-01 18.2157624178335
2009-04-01 18.1362460344229
2009-05-01 17.9132150436677
2009-06-01 17.9312039283904
2009-07-01 17.8325573527055
2009-08-01 17.8246956237188
2009-09-01 17.7328926567566
2009-10-01 17.6643638711164
2009-11-01 17.5128974998342
2009-12-01 17.5141067966355
2010-01-01 17.1640443912338
2010-02-01 17.1563050261185
2010-03-01 17.1503924240567
2010-04-01 17.2351218765616
2010-05-01 17.2176348007617
2010-06-01 17.2351997697689
2010-07-01 16.6090460193931
2010-08-01 16.6075589800399
2010-09-01 16.6183536876950
2010-10-01 16.8528063097261
2010-11-01 16.8116586068266
2010-12-01 16.7101849813420
2011-01-01 16.6789277974047
2011-02-01 16.6776946883093
2011-03-01 16.5700095812492
2011-04-01 16.7329765366161
2011-05-01 16.8228858856905
2011-06-01 16.7184447238190
2011-07-01 16.8923046564411
2011-08-01 16.8964702002800
2011-09-01 17.0146382389877
2011-10-01 17.1642180402454
2011-11-01 17.1288278947399
2011-12-01 17.2167605882755
2012-01-01 17.0740554518399
2012-02-01 17.0687382586965
2012-03-01 17.0697763428143
2012-04-01 17.4366612678270
2012-05-01 17.6298295891628
2012-06-01 17.7875141148219
2012-07-01 18.0924239021244
2012-08-01 18.1958521978659
2012-09-01 18.1181624831654
2012-10-01 18.0807863850442
2012-11-01 18.1625210720764
2012-12-01 18.3272818173247
2013-01-01 18.6567281164757
2013-02-01 18.6492989007893
2013-03-01 18.6506719083457
2013-04-01 18.6376341458788
2013-05-01 18.5385898497819
2013-06-01 18.5543023801391
2013-07-01 18.5015234103623
2013-08-01 18.4914662115574
2013-09-01 18.6306800894162
2013-10-01 18.6058345923689
2013-11-01 18.7014054060116
2013-12-01 18.7402062183295
2014-01-01 18.8368844727922
2014-02-01 18.8195763780856
2014-03-01 18.8307214912383
2014-04-01 18.6281124289131
2014-05-01 18.5463559710335
2014-06-01 18.5281731042271
2014-07-01 18.3148791102333
2014-08-01 18.2886364701016
2014-09-01 18.2479631028622
2014-10-01 18.2171037113753
2014-11-01 18.2372541253573
2014-12-01 18.1515732487989
2015-01-01 18.1234685291139
2015-02-01 18.1010217274585
2015-03-01 18.0162440687265
2015-04-01 18.0107870901817
2015-05-01 18.1512291871596
2015-06-01 18.2120107168257
2015-07-01 18.2249642344362
2015-08-01 18.2821562865457
2015-09-01 18.4659094964116
2015-10-01 18.3191456747442
2015-11-01 18.2560784454794
2015-12-01 18.2584901634044
2016-01-01 18.3236340673072
2016-02-01 18.2914540753493
2016-03-01 18.4196827838684
2016-04-01 18.3888318877670
2016-05-01 18.3473948228923
2016-06-01 18.3172286400787
2016-07-01 18.7221067342589
2016-08-01 18.5755979371566
2016-09-01 18.5821190887332
2016-10-01 18.6039835784020
2016-11-01 18.6655014065949
2016-12-01 18.7592309367247
2017-01-01 18.7326948891928
2017-02-01 18.7971863216420
2017-03-01 18.7261267738888
2017-04-01 18.8662987735347
2017-05-01 18.8484726191282
2017-06-01 18.9351054747928
2017-07-01 18.7126694403084
2017-08-01 18.5631320343308
2017-09-01 18.3946662389031
2017-10-01 18.3884404758546
2017-11-01 18.2643475188269
2017-12-01 18.2543208768756
2018-01-01 18.2506014430321
2018-02-01 18.1979418001762
2018-03-01 18.1391900952232
2018-04-01 17.9454652823089
2018-05-01 18.0469660757612
2018-06-01 18.1565999469492
2018-07-01 17.9048809542596
2018-08-01 17.8537863563486
2018-09-01 17.9115331174843
2018-10-01 17.7732699540650
2018-11-01 17.7601832065937
2018-12-01 17.6513797137129
2019-01-01 17.4615278867750
2019-02-01 17.4912488602448
2019-03-01 17.4412345543172
2019-04-01 17.4361741369749
2019-05-01 17.3427868258229
2019-06-01 17.2732662667421
2019-07-01 17.3107915560869
2019-08-01 17.2498685936770
2019-09-01 17.2265372336381
2019-10-01 17.2690386336467
2019-11-01 17.2519264338352
2019-12-01 17.2501564976116
2020-01-01 17.2631009886350
2020-02-01 17.2730611039213
2020-03-01 17.3391231737585
2020-04-01 15.6393568046192
2020-05-01 15.6312713184502
2020-06-01 15.7828858367557
2020-07-01 15.9235850331876
2020-08-01 16.0519028017801
2020-09-01 16.1421017008668
2020-10-01 16.2711387296635
2020-11-01 16.2556186733124
2020-12-01 16.2520613723460
2021-01-01 16.1481158076102
2021-02-01 16.0477089015406
2021-03-01 16.2238609465801
2021-04-01 16.3506322873556
2021-05-01 16.4214866721894
2021-06-01 16.4955006284443
2021-07-01 16.5399467606241
2021-08-01 16.6646764363086
2021-09-01 16.6431968700672
2021-10-01 16.7837595270049
2021-11-01 16.8594890165330
2021-12-01 16.9490545221390
2022-01-01 17.0299729518797
2022-02-01 17.1149148283212
2022-03-01 17.2070164808644
2022-04-01 17.2683980552594
2022-05-01 17.3161467411756
2022-06-01 17.4110598316128
2022-07-01 17.2542888072819
2022-08-01 17.2863829681806
2022-09-01 17.2372462399454
2022-10-01 17.2936396520977
2022-11-01 17.3657724583777
2022-12-01 17.3395465529173
2023-01-01 17.5005925584293
2023-02-01 17.4872562060182
2023-03-01 17.6889047373370
2023-04-01 17.3934504583330
2023-05-01 17.4160508072786
2023-06-01 17.4389409493626
2023-07-01 17.2685646598756
2023-08-01 17.2160109074810
2023-09-01 17.1145418637321
2023-10-01 16.7985588055932
2023-11-01 16.8598152331971
2023-12-01 16.9231176702438
2024-01-01 16.9678375762283
2024-02-01 17.0734057060797
2024-03-01 16.9761379591529
2024-04-01 17.0207365769827
2024-05-01 17.0290812691628
2024-06-01 16.9710173869440
2024-07-01 17.0776906894949
2024-08-01 17.0406828716944
2024-09-01 17.1885068522431
2024-10-01 17.0917507801855
2024-11-01 17.1516597658481
2024-12-01 17.1027140156703
2025-01-01 17.0373197546683
2025-02-01 17.1735436147843
2025-03-01 17.1702977065430
2025-04-01 17.1428712375552
2025-05-01 17.1460907604239
2025-06-01 17.1078410930926
2025-07-01 17.3809907704457
2025-08-01 17.4576381096969
2025-09-01 17.5617056029184
2025-10-01 17.7805833732269
2025-11-01 17.7362669530330
2025-12-01 17.8836747450942
2026-01-01 17.8218010375168
2026-02-01 17.6798912107011
2026-03-01 17.7702751431572
2026-04-01 17.7576280733393
2026-05-01 17.8643995469244
2026-06-01 17.8325071652210

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