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 2026-07-01
Last Updated 2026-08-21 7:24 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 13.1672398760395
1990-02-01 13.1548121545817
1990-03-01 13.1006722763538
1990-04-01 13.2834696306615
1990-05-01 13.3401305039071
1990-06-01 13.3341165815651
1990-07-01 13.4410770542321
1990-08-01 13.3643076529097
1990-09-01 13.3126396846861
1990-10-01 14.1099826136751
1990-11-01 14.0732842160539
1990-12-01 14.0150848657320
1991-01-01 13.6729871654978
1991-02-01 13.4429009007635
1991-03-01 13.4961937304275
1991-04-01 13.2970021709738
1991-05-01 13.2547965165840
1991-06-01 13.1492540207297
1991-07-01 12.9224349419335
1991-08-01 12.9431662960033
1991-09-01 12.8035160124258
1991-10-01 13.1161988017717
1991-11-01 13.1813432626077
1991-12-01 13.1156941253230
1992-01-01 13.1864480882621
1992-02-01 13.2297477496563
1992-03-01 13.2830180077997
1992-04-01 13.5202010513578
1992-05-01 13.7750307509717
1992-06-01 13.5643841509473
1992-07-01 13.2995934792196
1992-08-01 13.2024100939688
1992-09-01 13.2857309791191
1992-10-01 13.3253822988746
1992-11-01 13.3040640244792
1992-12-01 13.4243644586334
1993-01-01 13.6095649995991
1993-02-01 13.7110916421330
1993-03-01 13.6668306267623
1993-04-01 13.5408249259209
1993-05-01 13.5958711172730
1993-06-01 13.5724449175555
1993-07-01 13.8701855645916
1993-08-01 13.8640076589494
1993-09-01 13.8698255287914
1993-10-01 13.7295381428039
1993-11-01 13.7353941785837
1993-12-01 13.7481112890411
1994-01-01 13.6277972325316
1994-02-01 13.6948857452685
1994-03-01 13.6505093587742
1994-04-01 13.6635477321407
1994-05-01 13.5958025530507
1994-06-01 13.5784118538749
1994-07-01 13.8316837756784
1994-08-01 13.9338658846586
1994-09-01 14.1600652184907
1994-10-01 13.9305677440188
1994-11-01 13.9749496951881
1994-12-01 13.9765475082471
1995-01-01 13.9562451339881
1995-02-01 13.8849473418838
1995-03-01 13.9343068431414
1995-04-01 13.9709931745568
1995-05-01 13.9729732867626
1995-06-01 13.9737125050783
1995-07-01 13.9027646486480
1995-08-01 14.0202180060004
1995-09-01 13.8610250833303
1995-10-01 13.4299594494659
1995-11-01 13.7062375213033
1995-12-01 13.7062522051428
1996-01-01 13.5779835043858
1996-02-01 13.5894667076212
1996-03-01 13.5247747053152
1996-04-01 13.2691725049463
1996-05-01 13.1335281962046
1996-06-01 13.1582451416840
1996-07-01 13.8898414196533
1996-08-01 13.8133968278143
1996-09-01 13.5699293950688
1996-10-01 14.1345776469336
1996-11-01 14.2301383220183
1996-12-01 14.1230945827899
1997-01-01 14.4983083702548
1997-02-01 14.4940256417984
1997-03-01 14.5159142354859
1997-04-01 15.0621621139716
1997-05-01 15.0032370310383
1997-06-01 15.0357691294253
1997-07-01 15.1891419468693
1997-08-01 15.1224801471889
1997-09-01 15.2890242318994
1997-10-01 15.5375071520609
1997-11-01 15.5316803327430
1997-12-01 15.5247444885646
1998-01-01 15.9998855933608
1998-02-01 16.3956696195623
1998-03-01 16.8172189242000
1998-04-01 17.3627045473388
1998-05-01 17.2909072153136
1998-06-01 17.3274612439979
1998-07-01 17.3885408325205
1998-08-01 17.6368510556575
1998-09-01 17.7095281582355
1998-10-01 17.6344806737496
1998-11-01 17.7179549728448
1998-12-01 17.7028809982211
1999-01-01 18.7000358926017
1999-02-01 18.6952572081926
1999-03-01 18.6098040048124
1999-04-01 17.6719154417446
1999-05-01 17.6021897288405
1999-06-01 17.9342114624332
1999-07-01 17.7012920122422
1999-08-01 17.7505595315864
1999-09-01 17.6298507662786
1999-10-01 17.4274867895670
1999-11-01 17.3778453679996
1999-12-01 17.3664769771914
2000-01-01 18.0912566245761
2000-02-01 17.9981723524116
2000-03-01 17.9094087575393
2000-04-01 17.8797253754279
2000-05-01 17.6298054245713
2000-06-01 17.9490628147497
2000-07-01 18.0256662875958
2000-08-01 17.9611990744722
2000-09-01 17.9450419242530
2000-10-01 18.1119839570105
2000-11-01 18.2387697207154
2000-12-01 18.3280165723569
2001-01-01 18.1805821005209
2001-02-01 18.1999059226110
2001-03-01 18.2033854242678
2001-04-01 18.0832694028609
2001-05-01 18.0633837095726
2001-06-01 18.0643663486468
2001-07-01 18.0534678371956
2001-08-01 17.9781441775194
2001-09-01 18.0607019743084
2001-10-01 18.0906215954261
2001-11-01 17.9958636949226
2001-12-01 17.8994203965455
2002-01-01 18.5701767424222
2002-02-01 18.5061176561624
2002-03-01 18.5064795337600
2002-04-01 18.3749593881967
2002-05-01 18.4880071018653
2002-06-01 18.4748076366245
2002-07-01 18.4752296392039
2002-08-01 18.4925201403487
2002-09-01 18.4736866563814
2002-10-01 18.4649990196707
2002-11-01 18.7705618586812
2002-12-01 18.8935628520877
2003-01-01 18.4586055784542
2003-02-01 18.4124502666243
2003-03-01 18.5118327252442
2003-04-01 18.5640548269256
2003-05-01 18.5955719895134
2003-06-01 18.5846052095341
2003-07-01 18.5890598249842
2003-08-01 18.6934832735707
2003-09-01 18.7833179105087
2003-10-01 18.8560504616423
2003-11-01 18.8532506759964
2003-12-01 19.0000145390711
2004-01-01 18.3452890310029
2004-02-01 18.4141641688288
2004-03-01 18.4200426789391
2004-04-01 18.4571599487841
2004-05-01 18.2995245736263
2004-06-01 18.2911296651302
2004-07-01 18.1934708295727
2004-08-01 17.9856636556563
2004-09-01 18.1898656253457
2004-10-01 18.1541332989671
2004-11-01 18.1468614982775
2004-12-01 18.1181826976469
2005-01-01 18.0244031876106
2005-02-01 18.0043647752463
2005-03-01 17.9263936215670
2005-04-01 18.1632348711553
2005-05-01 18.0985716888592
2005-06-01 18.2086250165007
2005-07-01 18.0872576068956
2005-08-01 18.0793552000985
2005-09-01 17.8950440936182
2005-10-01 17.9568261110445
2005-11-01 17.9326050316685
2005-12-01 17.8292381564776
2006-01-01 17.9090425388992
2006-02-01 17.8923479573431
2006-03-01 17.9290266321481
2006-04-01 18.0778261935734
2006-05-01 18.3021840751336
2006-06-01 18.4327715794931
2006-07-01 18.6819930428395
2006-08-01 18.7745362717687
2006-09-01 18.8955476981169
2006-10-01 18.9473640540808
2006-11-01 19.0123309608244
2006-12-01 19.1331044757627
2007-01-01 19.3001279523329
2007-02-01 19.3891907988479
2007-03-01 19.3420631498800
2007-04-01 19.1940269368537
2007-05-01 19.1948823908151
2007-06-01 19.2671499722731
2007-07-01 19.1736929365022
2007-08-01 19.1747151788909
2007-09-01 19.1887162649274
2007-10-01 19.2337935300906
2007-11-01 19.2805643094823
2007-12-01 19.3236343241601
2008-01-01 19.4049964963604
2008-02-01 19.4987761475890
2008-03-01 19.4690581611928
2008-04-01 19.3043083319154
2008-05-01 19.2866986742641
2008-06-01 19.0987613628388
2008-07-01 19.0645716966474
2008-08-01 18.9737560399657
2008-09-01 18.8778953670009
2008-10-01 18.7074823982255
2008-11-01 18.6517538371446
2008-12-01 18.5030174288519
2009-01-01 18.4252588374055
2009-02-01 18.3234831254524
2009-03-01 18.2102204132179
2009-04-01 18.1052903006299
2009-05-01 17.8747024106132
2009-06-01 17.9235448456892
2009-07-01 17.8432717237740
2009-08-01 17.8698598148076
2009-09-01 17.7630354300767
2009-10-01 17.6900936054932
2009-11-01 17.5311899068479
2009-12-01 17.4865232842178
2010-01-01 17.1477312482601
2010-02-01 17.1467720197843
2010-03-01 17.1497322332145
2010-04-01 17.2003665559278
2010-05-01 17.1774739942243
2010-06-01 17.2276521595425
2010-07-01 16.6215896509063
2010-08-01 16.6589867850517
2010-09-01 16.6494668113675
2010-10-01 16.8800209229855
2010-11-01 16.8290631869198
2010-12-01 16.6793837520843
2011-01-01 16.6617546657503
2011-02-01 16.6636297726436
2011-03-01 16.5752289702333
2011-04-01 16.7006256196139
2011-05-01 16.7837053756151
2011-06-01 16.7117548258636
2011-07-01 16.9032665897683
2011-08-01 16.9485337771764
2011-09-01 17.0406582579878
2011-10-01 17.1875754487835
2011-11-01 17.1404514621822
2011-12-01 17.1905923017402
2012-01-01 17.0583478390259
2012-02-01 17.0541386989714
2012-03-01 17.0789036272240
2012-04-01 17.4115179356753
2012-05-01 17.6008102158677
2012-06-01 17.7819848638652
2012-07-01 18.1001605681083
2012-08-01 18.2360674288292
2012-09-01 18.1361033908489
2012-10-01 18.0976473168666
2012-11-01 18.1685438800530
2012-12-01 18.3087142188165
2013-01-01 18.6456223348577
2013-02-01 18.6374073501396
2013-03-01 18.6602454547578
2013-04-01 18.6220417165836
2013-05-01 18.5211525103750
2013-06-01 18.5502423740628
2013-07-01 18.5052267875985
2013-08-01 18.5185333084850
2013-09-01 18.6393836679237
2013-10-01 18.6156156870220
2013-11-01 18.7017463720637
2013-12-01 18.7312572850271
2014-01-01 18.8311529410170
2014-02-01 18.8114267917825
2014-03-01 18.8359537493800
2014-04-01 18.6215630320509
2014-05-01 18.5412236433086
2014-06-01 18.5255141005130
2014-07-01 18.3160083043594
2014-08-01 18.3007003045566
2014-09-01 18.2505107152805
2014-10-01 18.2218347058462
2014-11-01 18.2366650638455
2014-12-01 18.1473414028807
2015-01-01 18.1217964117489
2015-02-01 18.0983583422389
2015-03-01 18.0159566241847
2015-04-01 18.0103968643531
2015-05-01 18.1498444357655
2015-06-01 18.2112819666199
2015-07-01 18.2250976512987
2015-08-01 18.2872725218464
2015-09-01 18.4658981781882
2015-10-01 18.3206153483008
2015-11-01 18.2550705589097
2015-12-01 18.2566481164839
2016-01-01 18.3249810817790
2016-02-01 18.2903435966795
2016-03-01 18.4156174080141
2016-04-01 18.3911517002943
2016-05-01 18.3474753478692
2016-06-01 18.3180812489354
2016-07-01 18.7228517137414
2016-08-01 18.5765573933164
2016-09-01 18.5824615167977
2016-10-01 18.6040234621394
2016-11-01 18.6647302490805
2016-12-01 18.7578701363717
2017-01-01 18.7356310628964
2017-02-01 18.7947252315045
2017-03-01 18.7195459977419
2017-04-01 18.8728094306756
2017-05-01 18.8449934859157
2017-06-01 18.9379815946379
2017-07-01 18.7145086773650
2017-08-01 18.5644701077075
2017-09-01 18.3952610675663
2017-10-01 18.3876486185471
2017-11-01 18.2634194828280
2017-12-01 18.2524369503863
2018-01-01 18.2548827862402
2018-02-01 18.1935765266914
2018-03-01 18.1304622571910
2018-04-01 17.9554396842652
2018-05-01 18.0401394429501
2018-06-01 18.1612411638652
2018-07-01 17.9078523619995
2018-08-01 17.8558662911282
2018-09-01 17.9126602872367
2018-10-01 17.7717873123607
2018-11-01 17.7592880292939
2018-12-01 17.6494916351504
2019-01-01 17.4654028992126
2019-02-01 17.4854265980557
2019-03-01 17.4315809103442
2019-04-01 17.4496398436507
2019-05-01 17.3327641027918
2019-06-01 17.2776167835433
2019-07-01 17.3151153748296
2019-08-01 17.2528379039955
2019-09-01 17.2282011848548
2019-10-01 17.2668558856243
2019-11-01 17.2508432938606
2019-12-01 17.2497012987417
2020-01-01 17.2662522445784
2020-02-01 17.2665129480614
2020-03-01 17.3308232632212
2020-04-01 15.6517865555923
2020-05-01 15.6214582589202
2020-06-01 15.7844472743246
2020-07-01 15.9281683976856
2020-08-01 16.0554890782978
2020-09-01 16.1444951706254
2020-10-01 16.2694240687714
2020-11-01 16.2542065814889
2020-12-01 16.2547918075208
2021-01-01 16.1503758490307
2021-02-01 16.0394083460512
2021-03-01 16.2183993704570
2021-04-01 16.3626665924102
2021-05-01 16.4118911256712
2021-06-01 16.4904141814389
2021-07-01 16.5443400486860
2021-08-01 16.6682621136814
2021-09-01 16.6476882494645
2021-10-01 16.7828518922573
2021-11-01 16.8584699654713
2021-12-01 16.9555793716503
2022-01-01 17.0322009271405
2022-02-01 17.1063821510655
2022-03-01 17.2055208816576
2022-04-01 17.2764487126164
2022-05-01 17.3094685122051
2022-06-01 17.3947780833109
2022-07-01 17.2568148248036
2022-08-01 17.2896098892303
2022-09-01 17.2448227036880
2022-10-01 17.2956685976298
2022-11-01 17.3670538416595
2022-12-01 17.3486407889757
2023-01-01 17.5059966843280
2023-02-01 17.4756501545758
2023-03-01 17.6924542085014
2023-04-01 17.3997977332963
2023-05-01 17.4136567291105
2023-06-01 17.4001937484427
2023-07-01 17.2716272975697
2023-08-01 17.2179991529295
2023-09-01 17.1280046704636
2023-10-01 16.8057676872044
2023-11-01 16.8633286008058
2023-12-01 16.9330947284177
2024-01-01 16.9817159314213
2024-02-01 17.0578425528748
2024-03-01 16.9836768819276
2024-04-01 17.0243931896416
2024-05-01 17.0299852557689
2024-06-01 16.9068295530260
2024-07-01 17.0830643118127
2024-08-01 17.0417015182554
2024-09-01 17.2081572724947
2024-10-01 17.1053997718254
2024-11-01 17.1576864916827
2024-12-01 17.1118698922181
2025-01-01 17.0618014343373
2025-02-01 17.1513190977023
2025-03-01 17.1805646424427
2025-04-01 17.1481169061189
2025-05-01 17.1477675481795
2025-06-01 17.0181502814397
2025-07-01 17.3908301307328
2025-08-01 17.4576707611204
2025-09-01 17.5877816565554
2025-10-01 17.7995771000376
2025-11-01 17.7441760673654
2025-12-01 17.8912488316109
2026-01-01 17.8551619259582
2026-02-01 17.6540196601275
2026-03-01 17.7812274197884
2026-04-01 17.7628515769916
2026-05-01 17.8654960582967
2026-06-01 17.9258677222459
2026-07-01 17.7939259935630

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