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 2026-05-01
Last Updated 2026-06-24 10:46 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 13.1686672510634
1990-02-01 13.1558960540378
1990-03-01 13.1014296654832
1990-04-01 13.2840355154633
1990-05-01 13.3402935921208
1990-06-01 13.3344206621154
1990-07-01 13.4411736018672
1990-08-01 13.3639344836915
1990-09-01 13.3129088081411
1990-10-01 14.1110336511079
1990-11-01 14.0744719422193
1990-12-01 14.0087692796764
1991-01-01 13.6742754920165
1991-02-01 13.4438970406083
1991-03-01 13.4969231536314
1991-04-01 13.2975910141989
1991-05-01 13.2550514629976
1991-06-01 13.1492904595409
1991-07-01 12.9225805697342
1991-08-01 12.9428851280947
1991-09-01 12.8037502528807
1991-10-01 13.1171653563611
1991-11-01 13.1824395904179
1991-12-01 13.1101717834988
1992-01-01 13.1875193899236
1992-02-01 13.2305913212444
1992-03-01 13.2836561466944
1992-04-01 13.5207525345327
1992-05-01 13.7753359506429
1992-06-01 13.5640951975831
1992-07-01 13.2997090570971
1992-08-01 13.2022645578754
1992-09-01 13.2859505244568
1992-10-01 13.3259877584253
1992-11-01 13.3046623700290
1992-12-01 13.4209677443989
1993-01-01 13.6101519678073
1993-02-01 13.7116208499732
1993-03-01 13.6673247973520
1993-04-01 13.5413079795899
1993-05-01 13.5961207503606
1993-06-01 13.5717883022177
1993-07-01 13.8703325757280
1993-08-01 13.8639926246310
1993-09-01 13.8699619365517
1993-10-01 13.7298787322513
1993-11-01 13.7356388093889
1993-12-01 13.7465614695671
1994-01-01 13.6280213543688
1994-02-01 13.6951547179337
1994-03-01 13.6508255715474
1994-04-01 13.6638769594683
1994-05-01 13.5959536479904
1994-06-01 13.5776263513390
1994-07-01 13.8317732765518
1994-08-01 13.9339613077504
1994-09-01 14.1601337478071
1994-10-01 13.9306879505977
1994-11-01 13.9749110677174
1994-12-01 13.9764946930740
1995-01-01 13.9561940811098
1995-02-01 13.8849951837939
1995-03-01 13.9344597993832
1995-04-01 13.9711830033216
1995-05-01 13.9730485891703
1995-06-01 13.9728445847853
1995-07-01 13.9028952488300
1995-08-01 14.0203863374168
1995-09-01 13.8609937062894
1995-10-01 13.4301154788000
1995-11-01 13.7063081550569
1995-12-01 13.7063473552050
1996-01-01 13.5779786355098
1996-02-01 13.5894878114301
1996-03-01 13.5248176299404
1996-04-01 13.2692016636360
1996-05-01 13.1335505672995
1996-06-01 13.1575977031902
1996-07-01 13.8899072457725
1996-08-01 13.8135888455671
1996-09-01 13.5699042503619
1996-10-01 14.1347151935056
1996-11-01 14.2302144549384
1996-12-01 14.1232140895916
1997-01-01 14.4982977112138
1997-02-01 14.4940246261118
1997-03-01 14.5159203817413
1997-04-01 15.0621229574105
1997-05-01 15.0032077029540
1997-06-01 15.0353982874017
1997-07-01 15.1891894653185
1997-08-01 15.1226140057927
1997-09-01 15.2890262454927
1997-10-01 15.5376016991911
1997-11-01 15.5317340225718
1997-12-01 15.5248101748339
1998-01-01 15.9998590405707
1998-02-01 16.3956707023919
1998-03-01 16.8172329109395
1998-04-01 17.3626380247438
1998-05-01 17.2908416988112
1998-06-01 17.3273949157531
1998-07-01 17.3885471098827
1998-08-01 17.6369021049588
1998-09-01 17.7095410026248
1998-10-01 17.6345162856586
1998-11-01 17.7179564446011
1998-12-01 17.7028313855206
1999-01-01 18.7000681807785
1999-02-01 18.6952959728418
1999-03-01 18.6098497762931
1999-04-01 17.6718585968469
1999-05-01 17.6021768620230
1999-06-01 17.9341993845385
1999-07-01 17.7013268772495
1999-08-01 17.7505656768316
1999-09-01 17.6298392994694
1999-10-01 17.4274598186622
1999-11-01 17.3778047924561
1999-12-01 17.3663081594497
2000-01-01 18.0913447093116
2000-02-01 17.9982840884966
2000-03-01 17.9095021412414
2000-04-01 17.8796842904554
2000-05-01 17.6298346402964
2000-06-01 17.9490897104683
2000-07-01 18.0257007023591
2000-08-01 17.9611830839817
2000-09-01 17.9449953112578
2000-10-01 18.1119074181903
2000-11-01 18.2386581306377
2000-12-01 18.3277094256642
2001-01-01 18.1807751850485
2001-02-01 18.2001062814578
2001-03-01 18.2035210744744
2001-04-01 18.0832519499747
2001-05-01 18.0634444789052
2001-06-01 18.0644026557176
2001-07-01 18.0534924337933
2001-08-01 17.9781074317716
2001-09-01 18.0606240684925
2001-10-01 18.0905058197505
2001-11-01 17.9957026790846
2001-12-01 17.8990380962464
2002-01-01 18.5704293976512
2002-02-01 18.5063809721066
2002-03-01 18.5066382174905
2002-04-01 18.3749795393096
2002-05-01 18.4880818684365
2002-06-01 18.4748495213305
2002-07-01 18.4752371323757
2002-08-01 18.4924705833084
2002-09-01 18.4735832858609
2002-10-01 18.4648612540617
2002-11-01 18.7703629660138
2002-12-01 18.8931615422524
2003-01-01 18.4589043553375
2003-02-01 18.4127377227912
2003-03-01 18.5119969669558
2003-04-01 18.5640970256061
2003-05-01 18.5956490542235
2003-06-01 18.5846386480723
2003-07-01 18.5890449534322
2003-08-01 18.6934276505365
2003-09-01 18.7832010683992
2003-10-01 18.8559136711184
2003-11-01 18.8530654097663
2003-12-01 18.9996927119067
2004-01-01 18.3455357120101
2004-02-01 18.4144384479158
2004-03-01 18.4201873523220
2004-04-01 18.4572166024248
2004-05-01 18.2995841095301
2004-06-01 18.2911551424092
2004-07-01 18.1934423185744
2004-08-01 17.9856117932119
2004-09-01 18.1897537614688
2004-10-01 18.1540193174471
2004-11-01 18.1467062206226
2004-12-01 18.1179549401587
2005-01-01 18.0245971171306
2005-02-01 18.0045925966565
2005-03-01 17.9265018620745
2005-04-01 18.1632914154761
2005-05-01 18.0986074255353
2005-06-01 18.2086345425219
2005-07-01 18.0872248399086
2005-08-01 18.0793123252765
2005-09-01 17.8949523087794
2005-10-01 17.9567468564399
2005-11-01 17.9325084382898
2005-12-01 17.8291148678624
2006-01-01 17.9091492583250
2006-02-01 17.8925129884658
2006-03-01 17.9290907479286
2006-04-01 18.0778757231025
2006-05-01 18.3021988288965
2006-06-01 18.4327736850706
2006-07-01 18.6819658480169
2006-08-01 18.7745071887807
2006-09-01 18.8954806333334
2006-10-01 18.9473188794918
2006-11-01 19.0122788782426
2006-12-01 19.1330484526909
2007-01-01 19.3001828094006
2007-02-01 19.3892955539581
2007-03-01 19.3420974449135
2007-04-01 19.1940518522565
2007-05-01 19.1948886308570
2007-06-01 19.2671466229752
2007-07-01 19.1736732089164
2007-08-01 19.1746974428007
2007-09-01 19.1886762489799
2007-10-01 19.2337723949993
2007-11-01 19.2805465834660
2007-12-01 19.3236260234970
2008-01-01 19.4050007384245
2008-02-01 19.4988434113289
2008-03-01 19.4690687497850
2008-04-01 19.3043145687872
2008-05-01 19.2867020659780
2008-06-01 19.0987583641538
2008-07-01 19.0645610429651
2008-08-01 18.9737464416145
2008-09-01 18.8778774061602
2008-10-01 18.7074748668586
2008-11-01 18.6517474634297
2008-12-01 18.5030140348981
2009-01-01 18.4252592130775
2009-02-01 18.3235230246068
2009-03-01 18.2102208051714
2009-04-01 18.1052886747240
2009-05-01 17.8747051227003
2009-06-01 17.9235399980809
2009-07-01 17.8432660666217
2009-08-01 17.8698555514736
2009-09-01 17.7630316957289
2009-10-01 17.6900903828622
2009-11-01 17.5311870988746
2009-12-01 17.4865221164031
2010-01-01 17.1477298243686
2010-02-01 17.1467918578394
2010-03-01 17.1497309499709
2010-04-01 17.2003644530693
2010-05-01 17.1774771597358
2010-06-01 17.2276486683443
2010-07-01 16.6215870450647
2010-08-01 16.6589863000320
2010-09-01 16.6494655961223
2010-10-01 16.8800189566514
2010-11-01 16.8290611358801
2010-12-01 16.6793836388513
2011-01-01 16.6617530701501
2011-02-01 16.6636332189821
2011-03-01 16.5752352743488
2011-04-01 16.7006247316014
2011-05-01 16.7837071328770
2011-06-01 16.7117516755465
2011-07-01 16.9032650874572
2011-08-01 16.9485343965012
2011-09-01 17.0406578054927
2011-10-01 17.1875755235651
2011-11-01 17.1404526468687
2011-12-01 17.1905942045742
2012-01-01 17.0583425745862
2012-02-01 17.0541348976869
2012-03-01 17.0789098454444
2012-04-01 17.4115131984419
2012-05-01 17.6008100782465
2012-06-01 17.7819858065768
2012-07-01 18.1001656708222
2012-08-01 18.2360746659451
2012-09-01 18.1361059430820
2012-10-01 18.0976487430736
2012-11-01 18.1685436014633
2012-12-01 18.3087046021724
2013-01-01 18.6455996490238
2013-02-01 18.6373914357031
2013-03-01 18.6602580807456
2013-04-01 18.6220497232288
2013-05-01 18.5211676902283
2013-06-01 18.5502595749339
2013-07-01 18.5052399247346
2013-08-01 18.5185399074130
2013-09-01 18.6393863722517
2013-10-01 18.6156134991104
2013-11-01 18.7017273477867
2013-12-01 18.7312093328813
2014-01-01 18.8311047895937
2014-02-01 18.8114319021200
2014-03-01 18.8358861813135
2014-04-01 18.6216626177004
2014-05-01 18.5413109708215
2014-06-01 18.5255664022508
2014-07-01 18.3160192176928
2014-08-01 18.3006997356624
2014-09-01 18.2505206817834
2014-10-01 18.2218084866010
2014-11-01 18.2365848661796
2014-12-01 18.1472395049681
2015-01-01 18.1216866722904
2015-02-01 18.0982754749533
2015-03-01 18.0156241643562
2015-04-01 18.0112375751742
2015-05-01 18.1498310992265
2015-06-01 18.2113427684220
2015-07-01 18.2250817775786
2015-08-01 18.2872489996760
2015-09-01 18.4658669270353
2015-10-01 18.3205365399313
2015-11-01 18.2549221226784
2015-12-01 18.2564801604300
2016-01-01 18.3247665831285
2016-02-01 18.2901812369414
2016-03-01 18.4150487446484
2016-04-01 18.3927870571847
2016-05-01 18.3474131464272
2016-06-01 18.3181773127896
2016-07-01 18.7228014125757
2016-08-01 18.5764805445726
2016-09-01 18.5823539485243
2016-10-01 18.6038656595401
2016-11-01 18.6644949625120
2016-12-01 18.7576302183235
2017-01-01 18.7353239998217
2017-02-01 18.7944608155513
2017-03-01 18.7187830068131
2017-04-01 18.8751242296982
2017-05-01 18.8451841035273
2017-06-01 18.9379919807787
2017-07-01 18.7143759043149
2017-08-01 18.5643456275291
2017-09-01 18.3950899247414
2017-10-01 18.3873034956731
2017-11-01 18.2631200182748
2017-12-01 18.2521088162577
2018-01-01 18.2544736179117
2018-02-01 18.1935011221382
2018-03-01 18.1296992287734
2018-04-01 17.9577959310196
2018-05-01 18.0407501519028
2018-06-01 18.1611738146117
2018-07-01 17.9076345064153
2018-08-01 17.8557171539896
2018-09-01 17.9124933667183
2018-10-01 17.7712657391627
2018-11-01 17.7588653058403
2018-12-01 17.6490501426384
2019-01-01 17.4649407978598
2019-02-01 17.4855214710643
2019-03-01 17.4309476386942
2019-04-01 17.4520533118554
2019-05-01 17.3338858876054
2019-06-01 17.2769538614450
2019-07-01 17.3150288548849
2019-08-01 17.2527322032587
2019-09-01 17.2280163265690
2019-10-01 17.2662561567824
2019-11-01 17.2506449214966
2019-12-01 17.2482458384639
2020-01-01 17.2660149154230
2020-02-01 17.2669351252936
2020-03-01 17.3310424522886
2020-04-01 15.6536029270912
2020-05-01 15.6229827007707
2020-06-01 15.7833839004101
2020-07-01 15.9282832632952
2020-08-01 16.0552606795055
2020-09-01 16.1439850427249
2020-10-01 16.2686966628859
2020-11-01 16.2544949696481
2020-12-01 16.2520426693572
2021-01-01 16.1501916480850
2021-02-01 16.0410115607428
2021-03-01 16.2194468263493
2021-04-01 16.3638216366675
2021-05-01 16.4135422747786
2021-06-01 16.4903345372455
2021-07-01 16.5442432275075
2021-08-01 16.6677239156899
2021-09-01 16.6450546808493
2021-10-01 16.7820446765265
2021-11-01 16.8592089286760
2021-12-01 16.9516141730177
2022-01-01 17.0324030459123
2022-02-01 17.1097585639770
2022-03-01 17.2079474929839
2022-04-01 17.2774669948565
2022-05-01 17.3110639141852
2022-06-01 17.3969211770179
2022-07-01 17.2558331685683
2022-08-01 17.2875342266006
2022-09-01 17.2384389640324
2022-10-01 17.2948179206628
2022-11-01 17.3675256996352
2022-12-01 17.3438082348870
2023-01-01 17.5067966766981
2023-02-01 17.4825590031418
2023-03-01 17.6990995257104
2023-04-01 17.3974201116395
2023-05-01 17.4161756223490
2023-06-01 17.4092194838194
2023-07-01 17.2659262649354
2023-08-01 17.2119368409113
2023-09-01 17.1169230547145
2023-10-01 16.8042778679468
2023-11-01 16.8630665658885
2023-12-01 16.9285943310133
2024-01-01 16.9848588079846
2024-02-01 17.0685362833324
2024-03-01 16.9953198576229
2024-04-01 17.0193791515024
2024-05-01 17.0348096206662
2024-06-01 16.9209832505514
2024-07-01 17.0704142751424
2024-08-01 17.0308618263409
2024-09-01 17.1930530228178
2024-10-01 17.1030980004892
2024-11-01 17.1566421093191
2024-12-01 17.1088588379404
2025-01-01 17.0673767512359
2025-02-01 17.1664982632509
2025-03-01 17.1973208287839
2025-04-01 17.1393298871848
2025-05-01 17.1555567809269
2025-06-01 17.0366813620972
2025-07-01 17.3703560599011
2025-08-01 17.4424734337061
2025-09-01 17.5695266431402
2025-10-01 17.7964312186053
2025-11-01 17.7425054921678
2025-12-01 17.8906034116309
2026-01-01 17.8633299341696
2026-02-01 17.6718601031108
2026-03-01 17.8006734678774
2026-04-01 17.7534654559546
2026-05-01 17.9757421173014

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