Federal Reserve Economic Data

Table Data - All Employees: Wholesale Trade in Oakland-Hayward-Berkeley, CA (MD)

Title All Employees: Wholesale Trade in Oakland-Hayward-Berkeley, CA (MD)
Series ID SMU06360844100000001SA
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 6:02 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 40.628556046998796
1990-02-01 40.120265091964300
1990-03-01 40.091466598269800
1990-04-01 40.237414557023900
1990-05-01 40.389415445332300
1990-06-01 40.474897723726100
1990-07-01 41.069099319798795
1990-08-01 41.194746739037704
1990-09-01 41.074428745840200
1990-10-01 42.388804518874800
1990-11-01 42.446414258059505
1990-12-01 42.185712102294204
1991-01-01 41.630015155609200
1991-02-01 41.714595208380295
1991-03-01 41.662946594977704
1991-04-01 40.655764390353300
1991-05-01 40.707715222411790
1991-06-01 40.580988747544495
1991-07-01 40.180545647063700
1991-08-01 40.089031728763000
1991-09-01 39.858897026168606
1991-10-01 40.888202215752600
1991-11-01 40.750691236784796
1991-12-01 40.667173476843710
1992-01-01 41.143473182469290
1992-02-01 40.811305921578494
1992-03-01 40.924720909337104
1992-04-01 41.276396745837700
1992-05-01 41.425121812313500
1992-06-01 41.189249657617204
1992-07-01 41.212781738250800
1992-08-01 40.989995970743800
1992-09-01 41.224180261525300
1992-10-01 41.287119951063000
1992-11-01 41.249997976033605
1992-12-01 41.337735882894705
1993-01-01 41.574206681089200
1993-02-01 41.417487971148700
1993-03-01 41.473685467542296
1993-04-01 40.493200314295100
1993-05-01 40.537846481092200
1993-06-01 40.807370660870500
1993-07-01 40.734492704009500
1993-08-01 40.812138423002200
1993-09-01 40.689658395059300
1993-10-01 40.681141287993704
1993-11-01 40.736463790261300
1993-12-01 40.815445866413995
1994-01-01 40.800920589567700
1994-02-01 40.934571439104296
1994-03-01 40.935006114999204
1994-04-01 40.494686605578600
1994-05-01 40.435839263487800
1994-06-01 40.506564804882800
1994-07-01 40.757418423163100
1994-08-01 41.043462029313600
1994-09-01 41.281838245669100
1994-10-01 41.178969021975400
1994-11-01 41.106632580740000
1994-12-01 41.408776534423104
1995-01-01 41.337522374697800
1995-02-01 41.454250452279700
1995-03-01 41.500138928526200
1995-04-01 41.773552772530300
1995-05-01 41.916663755820700
1995-06-01 41.896094699264204
1995-07-01 41.965475436560900
1995-08-01 42.184890016384100
1995-09-01 42.304205802912300
1995-10-01 42.174950876010500
1995-11-01 42.376557055682200
1995-12-01 42.619968267059896
1996-01-01 42.265535482210204
1996-02-01 42.470653439517500
1996-03-01 42.794419870356200
1996-04-01 42.830561030382704
1996-05-01 43.077346904490206
1996-06-01 43.459734720491600
1996-07-01 43.876974842505795
1996-08-01 43.918137997406205
1996-09-01 43.354075996757600
1996-10-01 44.974081669119300
1996-11-01 45.057120734186604
1996-12-01 45.145437194372100
1997-01-01 45.491886341141300
1997-02-01 45.481305934834005
1997-03-01 45.494355224590210
1997-04-01 45.672889929754106
1997-05-01 45.833623668244200
1997-06-01 45.825597888009500
1997-07-01 45.880108198745795
1997-08-01 45.942991444202100
1997-09-01 46.209345872016790
1997-10-01 46.881379972168205
1997-11-01 46.958494203153200
1997-12-01 47.268788825506604
1998-01-01 47.692116168550605
1998-02-01 48.173811007978100
1998-03-01 48.705231174551790
1998-04-01 49.324954227993400
1998-05-01 49.407680850503700
1998-06-01 49.597803354608790
1998-07-01 49.294985961500000
1998-08-01 49.644708943048600
1998-09-01 49.752121962500000
1998-10-01 49.892590824223400
1998-11-01 49.968502822167200
1998-12-01 49.972994197001704
1999-01-01 51.492421148099794
1999-02-01 51.451568357216700
1999-03-01 51.400821670873700
1999-04-01 50.108619188740100
1999-05-01 50.212022824830505
1999-06-01 50.394633013907700
1999-07-01 50.518009713017210
1999-08-01 50.929421319528890
1999-09-01 50.576104153315500
1999-10-01 50.802467237298700
1999-11-01 50.764702934725705
1999-12-01 50.941323047661110
2000-01-01 51.176190399051900
2000-02-01 51.026888980904296
2000-03-01 51.703685564101500
2000-04-01 52.227346668634100
2000-05-01 52.544124468255400
2000-06-01 52.820477617503000
2000-07-01 53.645823212456996
2000-08-01 53.810165909533700
2000-09-01 53.982510646431294
2000-10-01 53.987403720258705
2000-11-01 54.042408616287794
2000-12-01 54.585529077524700
2001-01-01 55.750657471535100
2001-02-01 56.025413229936000
2001-03-01 56.012549549147900
2001-04-01 54.858999445008600
2001-05-01 54.594017620745500
2001-06-01 54.469551822304794
2001-07-01 54.159508600227010
2001-08-01 54.006746273040000
2001-09-01 53.985783653041800
2001-10-01 53.665861254611300
2001-11-01 53.387257210334504
2001-12-01 53.217398956522600
2002-01-01 53.102300244323104
2002-02-01 53.137040217971894
2002-03-01 53.130634726515396
2002-04-01 51.601297875242300
2002-05-01 52.052839920832900
2002-06-01 51.918615504876390
2002-07-01 51.874208720326500
2002-08-01 51.821857104547010
2002-09-01 51.693423070464604
2002-10-01 51.719667948029400
2002-11-01 51.828079274128800
2002-12-01 51.862973105089200
2003-01-01 51.135120574033500
2003-02-01 50.954552543483100
2003-03-01 50.857019267960900
2003-04-01 50.152020851495900
2003-05-01 49.796833116306104
2003-06-01 49.452055818724496
2003-07-01 49.296003078956396
2003-08-01 49.142805539064400
2003-09-01 48.916324256038900
2003-10-01 48.877097888119200
2003-11-01 48.561309455068290
2003-12-01 48.614552881096294
2004-01-01 47.463118721806296
2004-02-01 47.453109844298400
2004-03-01 47.679412020629500
2004-04-01 48.115239910964604
2004-05-01 48.145476308301106
2004-06-01 48.276422706116800
2004-07-01 48.621649227315800
2004-08-01 48.553293414194790
2004-09-01 48.848033686366100
2004-10-01 48.814055604199400
2004-11-01 49.019919676050400
2004-12-01 48.991732476569700
2005-01-01 47.892497810240300
2005-02-01 47.732172101929400
2005-03-01 47.496357360543900
2005-04-01 47.779241972441000
2005-05-01 47.685599069746104
2005-06-01 47.710731623320290
2005-07-01 47.645356384726700
2005-08-01 47.656287977441700
2005-09-01 47.567814072235500
2005-10-01 47.564066412474600
2005-11-01 47.580888074439706
2005-12-01 47.566794883828600
2006-01-01 47.847324862506800
2006-02-01 47.795056417839206
2006-03-01 47.796379923863604
2006-04-01 47.850379870042200
2006-05-01 48.131096964514000
2006-06-01 48.247948667101205
2006-07-01 48.070102301120100
2006-08-01 48.249620510424700
2006-09-01 48.280810725080200
2006-10-01 48.301255927936104
2006-11-01 48.352010323262704
2006-12-01 48.655827421381595
2007-01-01 48.314755927933206
2007-02-01 48.459736369626100
2007-03-01 48.699629610343800
2007-04-01 47.925436822283600
2007-05-01 48.158369118218790
2007-06-01 48.188450100733604
2007-07-01 48.082674668620605
2007-08-01 48.042363081291200
2007-09-01 47.889880660137200
2007-10-01 47.942526005932500
2007-11-01 47.810284650739206
2007-12-01 47.734639943185800
2008-01-01 47.907538614533300
2008-02-01 47.943750401590500
2008-03-01 47.915106059455205
2008-04-01 47.587695231966100
2008-05-01 47.379873180113790
2008-06-01 47.141090777790495
2008-07-01 47.067836257734200
2008-08-01 46.821077600055000
2008-09-01 46.694231725883505
2008-10-01 46.285964872166396
2008-11-01 45.877570644684000
2008-12-01 45.512841609835604
2009-01-01 44.709795766328200
2009-02-01 44.357111154845800
2009-03-01 43.952415160107700
2009-04-01 43.428153335608700
2009-05-01 43.085232801369900
2009-06-01 42.800630347497700
2009-07-01 42.419877493633706
2009-08-01 42.194714477251104
2009-09-01 41.884726680212104
2009-10-01 41.765131711027800
2009-11-01 41.550454142310000
2009-12-01 41.384572931900394
2010-01-01 41.313084037543700
2010-02-01 41.180793784007100
2010-03-01 41.095743067152206
2010-04-01 41.162979652810900
2010-05-01 41.091419017489000
2010-06-01 41.239430730783300
2010-07-01 40.866059253280000
2010-08-01 40.759583804390600
2010-09-01 40.778370234387296
2010-10-01 40.969552705307606
2010-11-01 41.043125832863204
2010-12-01 40.958148828977200
2011-01-01 41.102819688211300
2011-02-01 41.194051841162896
2011-03-01 41.340144434317395
2011-04-01 41.495594958727600
2011-05-01 41.590242171996000
2011-06-01 41.561176412773500
2011-07-01 41.826697431969400
2011-08-01 41.916707349820600
2011-09-01 42.079380305553800
2011-10-01 42.098201070272495
2011-11-01 42.146930972901800
2011-12-01 42.236139107708100
2012-01-01 42.083895054257795
2012-02-01 42.186373763125296
2012-03-01 42.360031932342400
2012-04-01 42.927070114173205
2012-05-01 43.010723241060894
2012-06-01 43.174655060829494
2012-07-01 43.598007702188100
2012-08-01 43.671582403159110
2012-09-01 43.678071300446504
2012-10-01 43.630304622017500
2012-11-01 43.770632082676290
2012-12-01 43.914762706938600
2013-01-01 44.266622250718500
2013-02-01 44.370399257054500
2013-03-01 44.363014804899905
2013-04-01 44.245332063725390
2013-05-01 44.342254710320205
2013-06-01 44.588079394528400
2013-07-01 44.477767104204105
2013-08-01 44.523862241482200
2013-09-01 44.770790700332206
2013-10-01 44.958773412086100
2013-11-01 45.104875171732800
2013-12-01 45.309873497822600
2014-01-01 45.254150926117404
2014-02-01 45.348410174421700
2014-03-01 45.350827741943704
2014-04-01 45.358548922710400
2014-05-01 45.478846971625500
2014-06-01 45.381834944908400
2014-07-01 45.369083652212000
2014-08-01 45.589999554165200
2014-09-01 45.566132903076900
2014-10-01 45.763668097705100
2014-11-01 46.045762835284100
2014-12-01 46.105922664631100
2015-01-01 46.362770114304000
2015-02-01 46.438261962851110
2015-03-01 46.637685331228300
2015-04-01 46.654341588786004
2015-05-01 46.699357954228300
2015-06-01 46.766631372162706
2015-07-01 47.168630939670900
2015-08-01 47.272372202073200
2015-09-01 47.468418515042710
2015-10-01 47.347854868096505
2015-11-01 47.370280919952000
2015-12-01 47.512442986942204
2016-01-01 47.589925529965300
2016-02-01 47.645096122661400
2016-03-01 47.722613042515200
2016-04-01 47.942303949438895
2016-05-01 47.903092583644295
2016-06-01 47.947126087566500
2016-07-01 48.466848339513600
2016-08-01 48.375686163899710
2016-09-01 48.471117597555704
2016-10-01 48.418610649282400
2016-11-01 48.387981153420300
2016-12-01 48.405280228132300
2017-01-01 48.530396560945505
2017-02-01 48.664236744355400
2017-03-01 48.620320774402400
2017-04-01 48.728536197220706
2017-05-01 48.893043794640290
2017-06-01 48.924421393217706
2017-07-01 48.865658267962890
2017-08-01 48.790026470592295
2017-09-01 48.573996584740400
2017-10-01 48.591057995979010
2017-11-01 48.492547003177800
2017-12-01 48.500373747252900
2018-01-01 48.468550425759300
2018-02-01 48.383495672122706
2018-03-01 48.315464651111710
2018-04-01 48.018595749831290
2018-05-01 47.773456010690400
2018-06-01 47.592464884837895
2018-07-01 47.173205646770000
2018-08-01 47.120245935932890
2018-09-01 47.090126194096000
2018-10-01 46.973575237786290
2018-11-01 46.889591373378295
2018-12-01 46.591619182122095
2019-01-01 46.196778141781394
2019-02-01 45.986288057942296
2019-03-01 45.905521817387400
2019-04-01 45.806707900564795
2019-05-01 45.648606939164296
2019-06-01 45.371191988272490
2019-07-01 45.188016005848596
2019-08-01 45.053302720084000
2019-09-01 44.910365969774500
2019-10-01 44.876874733096100
2019-11-01 44.780095056602200
2019-12-01 44.799925774098604
2020-01-01 44.806044989704500
2020-02-01 44.779098290121100
2020-03-01 44.683506327427395
2020-04-01 40.381049466573100
2020-05-01 40.322239237344000
2020-06-01 40.953362430569290
2020-07-01 41.207892385327796
2020-08-01 41.391021226493900
2020-09-01 41.533990590258796
2020-10-01 41.599323419540895
2020-11-01 41.580220542615900
2020-12-01 41.622101364269000
2021-01-01 41.391963813586900
2021-02-01 41.250615783238100
2021-03-01 41.366029725728800
2021-04-01 41.248461688270600
2021-05-01 41.103706815260600
2021-06-01 41.035527460021600
2021-07-01 40.923275379584700
2021-08-01 40.933558826018500
2021-09-01 40.546551463503100
2021-10-01 41.034273181576500
2021-11-01 41.186276248835700
2021-12-01 41.257316277530800
2022-01-01 41.264530161631400
2022-02-01 41.522343091945100
2022-03-01 41.446994145539100
2022-04-01 41.510023113470600
2022-05-01 41.585044911154704
2022-06-01 41.415145285226200
2022-07-01 41.639934553017400
2022-08-01 41.673896880414400
2022-09-01 41.564635586959206
2022-10-01 41.372643876962100
2022-11-01 41.491916823344900
2022-12-01 41.489838678046000
2023-01-01 41.835174430940900
2023-02-01 41.788528629983500
2023-03-01 41.832476780724605
2023-04-01 41.779537652337300
2023-05-01 41.671874768156500
2023-06-01 41.603333492725795
2023-07-01 41.248997553187100
2023-08-01 41.209480354760500
2023-09-01 41.174465670023700
2023-10-01 41.103836886029800
2023-11-01 40.994370007147495
2023-12-01 40.614196771983300
2024-01-01 41.208966937359600
2024-02-01 40.770644326480400
2024-03-01 40.521519312428800
2024-04-01 40.755820108290294
2024-05-01 40.762545017360200
2024-06-01 40.895446757912500
2024-07-01 40.959767040193704
2024-08-01 40.933528056889900
2024-09-01 41.181956579293100
2024-10-01 41.020814084654600
2024-11-01 41.393306568924200

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