Federal Reserve Economic Data

Table Data - All Employees: Wholesale Trade in San Francisco-Oakland-Hayward, CA (MSA)

Title All Employees: Wholesale Trade in San Francisco-Oakland-Hayward, CA (MSA)
Series ID SMU06418604100000001SA
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 2024-11-01
Last Updated 2024-12-21 5:59 AM CST
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 78.76947837816050
1990-02-01 78.27688765993730
1990-03-01 77.99572637721700
1990-04-01 79.35337417023509
1990-05-01 79.29467813092070
1990-06-01 79.42200534636851
1990-07-01 79.94474038689671
1990-08-01 80.07955282558480
1990-09-01 80.03500787857990
1990-10-01 81.60416453791950
1990-11-01 81.78103783061940
1990-12-01 81.26273589819330
1991-01-01 80.27161477443809
1991-02-01 80.43927129217171
1991-03-01 79.96985768001040
1991-04-01 80.05807112449541
1991-05-01 80.10287507019240
1991-06-01 79.52997302947259
1991-07-01 78.77473180797380
1991-08-01 78.38700149847570
1991-09-01 78.04114399828400
1991-10-01 79.32159932368910
1991-11-01 78.78275952501120
1991-12-01 78.44709372792249
1992-01-01 78.60215308229941
1992-02-01 77.97315517185950
1992-03-01 77.91258926412880
1992-04-01 77.65335034977170
1992-05-01 77.41123064746840
1992-06-01 77.02856456416659
1992-07-01 77.03609188341780
1992-08-01 76.71596292948060
1992-09-01 76.64452572291870
1992-10-01 76.75642117601210
1992-11-01 76.58193802418769
1992-12-01 76.41997773723610
1993-01-01 76.65192299019740
1993-02-01 76.30734806620080
1993-03-01 76.13309008438391
1993-04-01 75.83065333732740
1993-05-01 75.70863281296820
1993-06-01 76.02171194119460
1993-07-01 75.99982629307121
1993-08-01 75.94596800417291
1993-09-01 75.66877792470890
1993-10-01 75.29849066033050
1993-11-01 75.37743317244650
1993-12-01 75.40285252346060
1994-01-01 75.50618648556550
1994-02-01 75.56406265467591
1994-03-01 75.36120966709329
1994-04-01 75.28821438110771
1994-05-01 74.98274632846830
1994-06-01 75.17024960225001
1994-07-01 75.36806367538010
1994-08-01 75.66781368063680
1994-09-01 76.00319412657400
1994-10-01 76.36492400172871
1994-11-01 76.38415017004120
1994-12-01 76.59773612626941
1995-01-01 76.35158109737009
1995-02-01 76.66740894123241
1995-03-01 76.70206884068492
1995-04-01 76.01998672602400
1995-05-01 76.22223184760199
1995-06-01 76.20620928140441
1995-07-01 76.32415894007059
1995-08-01 76.37838921385179
1995-09-01 76.85566619305379
1995-10-01 76.81743940125350
1995-11-01 77.19410568784840
1995-12-01 77.41855020053370
1996-01-01 77.28967199758449
1996-02-01 77.60108725073110
1996-03-01 77.87284372881610
1996-04-01 78.13719409839541
1996-05-01 78.44182246843050
1996-06-01 78.81082710200200
1996-07-01 79.37782469218700
1996-08-01 79.08725456852700
1996-09-01 78.90613148504920
1996-10-01 80.46930236711250
1996-11-01 80.61645446620550
1996-12-01 80.64798547836100
1997-01-01 81.11302852717490
1997-02-01 81.05873102333420
1997-03-01 80.94605925247220
1997-04-01 81.55260363226020
1997-05-01 81.75592365135000
1997-06-01 81.83044855625320
1997-07-01 81.70518849357430
1997-08-01 81.70931217303041
1997-09-01 81.67035856128341
1997-10-01 83.00711836033341
1997-11-01 83.03468565763600
1997-12-01 83.29286174720760
1998-01-01 83.38714374113520
1998-02-01 83.49162474791821
1998-03-01 83.83748063193730
1998-04-01 83.78229788275100
1998-05-01 83.79873163669691
1998-06-01 83.98384346126940
1998-07-01 83.42585363357449
1998-08-01 83.74582551000540
1998-09-01 83.81590282770020
1998-10-01 83.83840116156740
1998-11-01 83.83374990251100
1998-12-01 83.60369988494310
1999-01-01 85.15809926525060
1999-02-01 85.39211115587080
1999-03-01 84.83800052349041
1999-04-01 83.34630464375300
1999-05-01 83.36358060402921
1999-06-01 83.60298915360600
1999-07-01 83.54205815182691
1999-08-01 83.79313680965510
1999-09-01 83.64822661933670
1999-10-01 83.63204187961260
1999-11-01 83.50082651648441
1999-12-01 83.58092921480210
2000-01-01 83.52358384588379
2000-02-01 83.55704456894840
2000-03-01 83.96238162433350
2000-04-01 84.15356834613780
2000-05-01 84.37315102614740
2000-06-01 84.56378697228180
2000-07-01 85.95941078651258
2000-08-01 85.82737908791110
2000-09-01 86.05802205092060
2000-10-01 86.09104614788870
2000-11-01 86.04510309347880
2000-12-01 86.71557041656808
2001-01-01 87.30166945046100
2001-02-01 87.74480058125009
2001-03-01 87.20769217653480
2001-04-01 86.08325720666521
2001-05-01 85.51187799889860
2001-06-01 85.13800206806829
2001-07-01 84.75507100865930
2001-08-01 84.34593443537071
2001-09-01 84.26601021021979
2001-10-01 83.83060361459620
2001-11-01 83.57236269989191
2001-12-01 83.05082337996520
2002-01-01 82.45607988085742
2002-02-01 82.45549909418850
2002-03-01 82.08287387403750
2002-04-01 80.21396514686520
2002-05-01 80.47847040234520
2002-06-01 80.18951945973942
2002-07-01 80.24639926301309
2002-08-01 80.14420939428500
2002-09-01 79.87218804719950
2002-10-01 79.75820649990880
2002-11-01 79.41828664249130
2002-12-01 79.19265156543970
2003-01-01 78.70996369810010
2003-02-01 78.38142550736980
2003-03-01 77.86158834869309
2003-04-01 77.05154223666850
2003-05-01 76.73330018850830
2003-06-01 76.20979114994740
2003-07-01 75.84021493454600
2003-08-01 75.63828040929991
2003-09-01 75.18655434737290
2003-10-01 75.28384765227070
2003-11-01 74.78898212547850
2003-12-01 74.75958698685560
2004-01-01 73.54681704665781
2004-02-01 73.39583189706160
2004-03-01 73.33081088251370
2004-04-01 74.09485310330810
2004-05-01 73.97536901874310
2004-06-01 74.19823941188021
2004-07-01 74.75020863437980
2004-08-01 74.52717444822180
2004-09-01 74.71601063347529
2004-10-01 74.61301927023500
2004-11-01 74.80176729545350
2004-12-01 74.65288656082050
2005-01-01 73.86326775465879
2005-02-01 73.38968196927450
2005-03-01 72.87626293923650
2005-04-01 73.33572865457630
2005-05-01 72.99216691046650
2005-06-01 73.19750281060341
2005-07-01 73.16211816682890
2005-08-01 73.04154477846800
2005-09-01 72.94833069946540
2005-10-01 72.85350987032250
2005-11-01 72.90896591923159
2005-12-01 72.75954139475990
2006-01-01 73.57440465586300
2006-02-01 73.75675464400241
2006-03-01 73.80688470508859
2006-04-01 73.87967202930629
2006-05-01 74.10308897479351
2006-06-01 74.31858058658929
2006-07-01 74.17031895739590
2006-08-01 74.35720487683959
2006-09-01 74.59274471606670
2006-10-01 74.79381401492960
2006-11-01 74.80367139155729
2006-12-01 74.98076994996680
2007-01-01 75.09324268679370
2007-02-01 75.29981252082990
2007-03-01 75.53874367897251
2007-04-01 74.23647820071220
2007-05-01 74.50335493559959
2007-06-01 74.46658730747450
2007-07-01 74.26771565678330
2007-08-01 74.26698725889970
2007-09-01 74.12974104869040
2007-10-01 74.13039416872760
2007-11-01 73.96952631759210
2007-12-01 73.79696760039910
2008-01-01 74.33695503832630
2008-02-01 74.36082511171679
2008-03-01 74.18176126042980
2008-04-01 73.79129887722650
2008-05-01 73.61000139579760
2008-06-01 73.14010047397670
2008-07-01 73.03274649170390
2008-08-01 72.74429507922100
2008-09-01 72.55208923883890
2008-10-01 72.08464085358030
2008-11-01 71.52563601419770
2008-12-01 70.81207174983170
2009-01-01 69.69870922366460
2009-02-01 69.15334310951910
2009-03-01 68.33635843811860
2009-04-01 67.52205546389500
2009-05-01 66.92955626603590
2009-06-01 66.43375079248820
2009-07-01 65.96411300905820
2009-08-01 65.59906574841550
2009-09-01 65.05069156385240
2009-10-01 65.06903815231480
2009-11-01 64.86675111980350
2009-12-01 64.52213201131839
2010-01-01 64.48235741357520
2010-02-01 64.36402548458210
2010-03-01 64.09486737248670
2010-04-01 64.43584267890150
2010-05-01 64.37687462107930
2010-06-01 64.50921302721790
2010-07-01 64.27790315709190
2010-08-01 64.12809750686550
2010-09-01 64.15040288527200
2010-10-01 64.38634911082890
2010-11-01 64.23147969766360
2010-12-01 64.03821389351950
2011-01-01 64.56415988878980
2011-02-01 64.65583657659310
2011-03-01 64.83084532026979
2011-04-01 65.15187477912300
2011-05-01 65.33257340860650
2011-06-01 65.35620548029921
2011-07-01 65.80917961364260
2011-08-01 65.95930014476400
2011-09-01 66.35061802018029
2011-10-01 66.32021725283789
2011-11-01 66.52940510570211
2011-12-01 66.65473723331500
2012-01-01 66.53561169121920
2012-02-01 66.62228048149849
2012-03-01 66.83727500025560
2012-04-01 67.56793310570170
2012-05-01 67.99646834649700
2012-06-01 67.98679280462760
2012-07-01 68.45925765458990
2012-08-01 68.70239896865040
2012-09-01 68.75859602019670
2012-10-01 68.95409926925450
2012-11-01 69.16300336737950
2012-12-01 69.26514652137101
2013-01-01 69.80566181939720
2013-02-01 69.76304250543511
2013-03-01 69.82156352589270
2013-04-01 69.58225558077889
2013-05-01 69.84497718115880
2013-06-01 70.21237356722470
2013-07-01 70.23603845308240
2013-08-01 70.46631497821829
2013-09-01 70.57012179572440
2013-10-01 70.67576423053650
2013-11-01 70.90968106851149
2013-12-01 71.47576000957430
2014-01-01 71.17397113976091
2014-02-01 71.29466990346280
2014-03-01 71.30077951392050
2014-04-01 71.09594882893141
2014-05-01 71.18934035212580
2014-06-01 71.31392631935860
2014-07-01 71.42962378653290
2014-08-01 71.64693440893590
2014-09-01 71.79406360835770
2014-10-01 71.98252296875759
2014-11-01 72.24899898994170
2014-12-01 72.48321966797110
2015-01-01 72.85585127703170
2015-02-01 72.93527418643170
2015-03-01 73.18513753621430
2015-04-01 73.31413364270800
2015-05-01 73.40195844227260
2015-06-01 73.49893885543900
2015-07-01 74.04659929503892
2015-08-01 74.14790133553210
2015-09-01 74.30835982183050
2015-10-01 74.57002371065270
2015-11-01 74.47121291454751
2015-12-01 74.68407774955590
2016-01-01 74.75358275189810
2016-02-01 74.91286074568379
2016-03-01 74.88406259416690
2016-04-01 75.12763196298430
2016-05-01 75.09351797940829
2016-06-01 74.98164869280760
2016-07-01 76.06345100122120
2016-08-01 76.05894494109309
2016-09-01 76.10588470354999
2016-10-01 75.94861615068650
2016-11-01 75.87622887088010
2016-12-01 75.86422072311280
2017-01-01 75.98097500094400
2017-02-01 76.02026258806530
2017-03-01 76.10349000999950
2017-04-01 76.23822408852650
2017-05-01 76.35377153432721
2017-06-01 76.46956660634250
2017-07-01 76.48525067490160
2017-08-01 76.37987619723741
2017-09-01 75.99598890746921
2017-10-01 76.01587926205620
2017-11-01 76.15819789154040
2017-12-01 76.13798610584391
2018-01-01 76.22725678555899
2018-02-01 76.15259009555310
2018-03-01 75.92463927203670
2018-04-01 75.43302416582250
2018-05-01 75.32242681249359
2018-06-01 75.04593858781121
2018-07-01 74.70352844067290
2018-08-01 74.60661506398459
2018-09-01 74.49318790770691
2018-10-01 74.39378915547730
2018-11-01 74.32909279312740
2018-12-01 74.01168470087820
2019-01-01 73.17890368433650
2019-02-01 72.87743902509291
2019-03-01 72.84038013262050
2019-04-01 72.62051645886841
2019-05-01 72.48657278615370
2019-06-01 72.11828927775320
2019-07-01 72.23130737199159
2019-08-01 72.13977264756309
2019-09-01 71.99655107399370
2019-10-01 71.67296757684450
2019-11-01 71.50262983834650
2019-12-01 71.50779417978991
2020-01-01 71.31562447114050
2020-02-01 71.20733674998509
2020-03-01 71.04403495864120
2020-04-01 63.08641503551890
2020-05-01 63.25981059756170
2020-06-01 64.37612575387871
2020-07-01 64.55585092605920
2020-08-01 64.47319955203530
2020-09-01 64.60461650710900
2020-10-01 64.86317058486810
2020-11-01 64.90131543041271
2020-12-01 65.02804699751161
2021-01-01 64.72680084687290
2021-02-01 64.62194011679930
2021-03-01 64.95599894477971
2021-04-01 65.04539561018800
2021-05-01 64.83249841230320
2021-06-01 64.82046385370990
2021-07-01 64.87227794407960
2021-08-01 64.90713459850420
2021-09-01 64.31324497791630
2021-10-01 65.16580377692320
2021-11-01 65.41101375863910
2021-12-01 65.56899153252530
2022-01-01 65.61458799918870
2022-02-01 65.93932524969689
2022-03-01 66.06443700020890
2022-04-01 66.30436817851140
2022-05-01 66.51626679055630
2022-06-01 66.55876124165209
2022-07-01 66.67619865802960
2022-08-01 66.93106374858401
2022-09-01 66.92031682870889
2022-10-01 66.78831595682580
2022-11-01 67.22491891815060
2022-12-01 67.31321360137240
2023-01-01 67.78810921048810
2023-02-01 67.84306991138389
2023-03-01 67.97522285092560
2023-04-01 67.88457296675820
2023-05-01 67.80361471055640
2023-06-01 67.70664320753279
2023-07-01 67.27701255404380
2023-08-01 67.24415222525530
2023-09-01 67.12335431708510
2023-10-01 67.00841719890560
2023-11-01 66.63530946482220
2023-12-01 66.45046244884390
2024-01-01 66.75650899111871
2024-02-01 66.15105378208010
2024-03-01 65.88174747820140
2024-04-01 66.07973473087651
2024-05-01 66.09940875105140
2024-06-01 66.37199560455029
2024-07-01 66.47745113972550
2024-08-01 66.24931002773000
2024-09-01 66.61558104188110
2024-10-01 66.62171978046040
2024-11-01 66.84591699119060

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