Federal Reserve Economic Data

Table Data - All Employees: Other Services in Oakland-Hayward-Berkeley, CA (MD)

Title All Employees: Other Services in Oakland-Hayward-Berkeley, CA (MD)
Series ID SMU06360848000000001SA
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 2024-10-01
Last Updated 2024-11-20 6:51 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 26.770787419961100
1990-02-01 26.608411123249997
1990-03-01 26.517446679215304
1990-04-01 27.666748492803396
1990-05-01 27.483432910685895
1990-06-01 27.700973778608798
1990-07-01 27.819529870686303
1990-08-01 27.743583397460900
1990-09-01 28.129037444471503
1990-10-01 28.883391204114197
1990-11-01 28.774120494669000
1990-12-01 28.801074063975200
1991-01-01 29.383256968383602
1991-02-01 28.507395051289300
1991-03-01 28.429650874351697
1991-04-01 27.959569515910200
1991-05-01 27.873713846220898
1991-06-01 27.894970182741602
1991-07-01 27.798962526121800
1991-08-01 27.629567103942500
1991-09-01 27.626220316982497
1991-10-01 27.594354131568200
1991-11-01 27.484580090010000
1991-12-01 27.528405678276500
1992-01-01 27.321763658578700
1992-02-01 27.490635672977000
1992-03-01 27.441333175899800
1992-04-01 27.455822488031203
1992-05-01 27.456908686593298
1992-06-01 27.271974262954000
1992-07-01 27.364618012070302
1992-08-01 27.400082819505300
1992-09-01 27.599744025538800
1992-10-01 27.423896065605900
1992-11-01 27.421411012223500
1992-12-01 27.470624456590600
1993-01-01 27.562018759913100
1993-02-01 27.788441572322500
1993-03-01 27.658594499474898
1993-04-01 27.945875501673400
1993-05-01 27.916978448397900
1993-06-01 28.043244677440600
1993-07-01 27.939670596782303
1993-08-01 27.864811601387200
1993-09-01 27.761533673240198
1993-10-01 27.961834436608800
1993-11-01 27.945388584020800
1993-12-01 27.913395344600502
1994-01-01 28.515340702511800
1994-02-01 28.293318217786897
1994-03-01 28.481039066450602
1994-04-01 28.546199657996503
1994-05-01 28.572994793687200
1994-06-01 28.481609155105500
1994-07-01 28.827995681994900
1994-08-01 28.841258283057698
1994-09-01 29.133113840037602
1994-10-01 28.597877575548000
1994-11-01 28.961976216953502
1994-12-01 28.825127598768500
1995-01-01 28.857871237102998
1995-02-01 29.028310733827500
1995-03-01 29.100448922652003
1995-04-01 29.047640707109103
1995-05-01 29.133546285780000
1995-06-01 29.323477920776000
1995-07-01 29.735017836131000
1995-08-01 29.530063356206302
1995-09-01 29.510893803477600
1995-10-01 29.413858218512395
1995-11-01 29.459209245713200
1995-12-01 29.706497457134000
1996-01-01 29.913121387880100
1996-02-01 29.756895270119900
1996-03-01 29.807512782862702
1996-04-01 29.974274864578000
1996-05-01 30.124033148758603
1996-06-01 30.559852787286700
1996-07-01 30.040466380427700
1996-08-01 30.130728569590600
1996-09-01 30.187590725103900
1996-10-01 30.208552099095503
1996-11-01 30.366604874148397
1996-12-01 30.154095819105000
1997-01-01 30.165093079999200
1997-02-01 30.301914949886196
1997-03-01 30.330262984364700
1997-04-01 30.288365185542002
1997-05-01 30.420796575704497
1997-06-01 30.419523460986000
1997-07-01 30.332077706484900
1997-08-01 30.322967903127303
1997-09-01 30.471924297364800
1997-10-01 30.479421932265700
1997-11-01 30.671208138329202
1997-12-01 30.814691409952697
1998-01-01 30.623997156578604
1998-02-01 30.346452828246697
1998-03-01 31.165578171380100
1998-04-01 30.797293624576696
1998-05-01 30.723315481796800
1998-06-01 30.874980738709100
1998-07-01 30.795704865565000
1998-08-01 30.911062618672500
1998-09-01 31.085891607802600
1998-10-01 29.844215632992100
1998-11-01 29.777680697519102
1998-12-01 29.680078971158800
1999-01-01 30.761263221943697
1999-02-01 30.696783676761697
1999-03-01 30.814037800285500
1999-04-01 30.697151802455000
1999-05-01 30.840596386123100
1999-06-01 30.655895702403600
1999-07-01 31.121402748659300
1999-08-01 31.175839541400800
1999-09-01 31.403629712648502
1999-10-01 31.415220719317304
1999-11-01 31.382397823997398
1999-12-01 31.493522338750200
2000-01-01 31.389125830236804
2000-02-01 31.325694817554897
2000-03-01 31.459369327422500
2000-04-01 31.706799442676100
2000-05-01 31.756116336380895
2000-06-01 31.725856428668198
2000-07-01 32.338718536765400
2000-08-01 32.045121035230196
2000-09-01 31.815011312995200
2000-10-01 32.098772898650900
2000-11-01 32.186164392084200
2000-12-01 32.327933198567900
2001-01-01 34.212202271548000
2001-02-01 34.368803983182396
2001-03-01 34.702185146404000
2001-04-01 35.088283650012500
2001-05-01 35.453611878571900
2001-06-01 35.798121460303300
2001-07-01 35.960833678595100
2001-08-01 36.225704900821704
2001-09-01 36.308977024594604
2001-10-01 36.794072958125300
2001-11-01 37.097113011063200
2001-12-01 37.390553350209800
2002-01-01 37.542885190784204
2002-02-01 37.710194139015500
2002-03-01 37.625375807424795
2002-04-01 37.558262856272600
2002-05-01 37.525020351090795
2002-06-01 37.640471229617300
2002-07-01 38.106458864437900
2002-08-01 38.148954753349294
2002-09-01 38.211259786599300
2002-10-01 37.883702146536000
2002-11-01 38.218173944955105
2002-12-01 37.847324904445706
2003-01-01 38.168034396971300
2003-02-01 38.142597931211300
2003-03-01 37.839397946400700
2003-04-01 37.718113349223500
2003-05-01 37.678738355436500
2003-06-01 37.692179161203210
2003-07-01 36.979928026885400
2003-08-01 37.282221381460100
2003-09-01 37.201162164889105
2003-10-01 37.182522927941704
2003-11-01 37.154611897763200
2003-12-01 37.003541025425800
2004-01-01 36.779059891441500
2004-02-01 36.849627109920995
2004-03-01 37.131898581977500
2004-04-01 37.196359315272396
2004-05-01 36.925842382839000
2004-06-01 36.755893064287800
2004-07-01 36.674325373653495
2004-08-01 36.421856325808400
2004-09-01 36.520456366474704
2004-10-01 36.073350894139500
2004-11-01 35.769406143303100
2004-12-01 35.829375616833296
2005-01-01 35.588628264222400
2005-02-01 35.455335093834000
2005-03-01 35.522198159950600
2005-04-01 35.867156634323800
2005-05-01 35.477354385093800
2005-06-01 35.656427635080206
2005-07-01 35.581380253473400
2005-08-01 35.446265716189300
2005-09-01 35.460888380541500
2005-10-01 35.766376821767800
2005-11-01 35.564473835047100
2005-12-01 35.622166204222800
2006-01-01 35.879040152175400
2006-02-01 35.868613342876294
2006-03-01 35.623597172863200
2006-04-01 35.837744196918100
2006-05-01 36.141189492673000
2006-06-01 36.273350013363600
2006-07-01 35.799934059245800
2006-08-01 35.965898447518896
2006-09-01 36.046726673168294
2006-10-01 35.832870566997705
2006-11-01 35.916931635727500
2006-12-01 35.907124388012000
2007-01-01 35.945467111129300
2007-02-01 36.082796445066100
2007-03-01 36.141571567560700
2007-04-01 35.821900843679100
2007-05-01 35.927487114635300
2007-06-01 35.902309793017395
2007-07-01 36.316888515436500
2007-08-01 36.377959152223504
2007-09-01 36.324897729317996
2007-10-01 36.286077532612900
2007-11-01 36.562924384500400
2007-12-01 36.597562166503500
2008-01-01 36.397861504055800
2008-02-01 36.598201817983900
2008-03-01 36.463252972652100
2008-04-01 36.408732591522100
2008-05-01 36.243211691555710
2008-06-01 36.241242243291296
2008-07-01 36.123797180917800
2008-08-01 35.993207725920800
2008-09-01 35.777419077485500
2008-10-01 35.721651985123800
2008-11-01 35.599751684046500
2008-12-01 35.601287048993200
2009-01-01 35.381118588177500
2009-02-01 35.020563995726900
2009-03-01 34.780901966558900
2009-04-01 35.094294741679200
2009-05-01 34.957200384618396
2009-06-01 34.561856753816500
2009-07-01 34.332934245074300
2009-08-01 34.414360935617296
2009-09-01 34.285020132942000
2009-10-01 34.465625058579700
2009-11-01 34.580375462839400
2009-12-01 34.305238117594100
2010-01-01 34.581337985388300
2010-02-01 34.427952975241800
2010-03-01 34.690547086613500
2010-04-01 34.668819462089100
2010-05-01 34.877893774049895
2010-06-01 35.183649956143400
2010-07-01 35.251334931188600
2010-08-01 35.124318968595500
2010-09-01 35.055416903215800
2010-10-01 35.425228031085400
2010-11-01 35.183214107180000
2010-12-01 35.339454676000000
2011-01-01 35.486318568168800
2011-02-01 35.407774460280200
2011-03-01 35.194376203290100
2011-04-01 35.861571046074790
2011-05-01 35.379356519252300
2011-06-01 35.476540964538800
2011-07-01 35.780323632490390
2011-08-01 35.726504813690900
2011-09-01 36.118489377776896
2011-10-01 36.022317007339794
2011-11-01 36.122442104055710
2011-12-01 36.068767913019000
2012-01-01 35.879014160165300
2012-02-01 36.060303616890295
2012-03-01 36.184874096735100
2012-04-01 36.153646273416800
2012-05-01 36.483509867489000
2012-06-01 36.793049832415290
2012-07-01 36.299552549017210
2012-08-01 36.412351312602794
2012-09-01 36.483480229610600
2012-10-01 36.455578666287400
2012-11-01 36.555471993175800
2012-12-01 36.693577537280795
2013-01-01 36.467116357572400
2013-02-01 36.909616145574600
2013-03-01 36.884069767370800
2013-04-01 36.854516666142395
2013-05-01 36.577758625564100
2013-06-01 36.783791806867100
2013-07-01 36.897582561571795
2013-08-01 37.181155915234800
2013-09-01 37.301065688035100
2013-10-01 37.215363719522600
2013-11-01 37.192494632221205
2013-12-01 37.201709802632900
2014-01-01 37.432894981494300
2014-02-01 37.470742553479300
2014-03-01 37.499835908292800
2014-04-01 37.936781062533000
2014-05-01 37.578451675012296
2014-06-01 37.579341812119395
2014-07-01 37.281851576427606
2014-08-01 37.328307296751596
2014-09-01 37.441282136156396
2014-10-01 37.473596990015700
2014-11-01 37.502843445407000
2014-12-01 37.634114020052900
2015-01-01 37.698433331884296
2015-02-01 37.659704543771795
2015-03-01 37.815304558953900
2015-04-01 37.831667888613600
2015-05-01 38.072309042110000
2015-06-01 37.947570952989395
2015-07-01 38.132323869708800
2015-08-01 37.988705152837504
2015-09-01 38.412965544921000
2015-10-01 38.618535579390000
2015-11-01 38.700218205803000
2015-12-01 38.861459632482800
2016-01-01 38.965154377051896
2016-02-01 38.968981163461600
2016-03-01 38.834609868998100
2016-04-01 38.943234326275004
2016-05-01 38.872031573237400
2016-06-01 39.126218149561400
2016-07-01 39.251608257292500
2016-08-01 39.356672892843210
2016-09-01 39.062562801399395
2016-10-01 39.146874461948400
2016-11-01 39.282231004169795
2016-12-01 39.492332488163704
2017-01-01 39.665918291342500
2017-02-01 39.788408476176800
2017-03-01 39.847469481236700
2017-04-01 40.280887034660800
2017-05-01 40.169541355124600
2017-06-01 40.294889492203204
2017-07-01 40.253261833600995
2017-08-01 40.536332612893300
2017-09-01 40.499201317746300
2017-10-01 40.464306622246300
2017-11-01 40.565756755290600
2017-12-01 40.422292511487500
2018-01-01 40.487525972316500
2018-02-01 40.706621600075800
2018-03-01 40.937733341298700
2018-04-01 40.925025396258796
2018-05-01 40.972855482581700
2018-06-01 40.870912766317794
2018-07-01 40.881960407701300
2018-08-01 40.828141109942706
2018-09-01 40.703786953122500
2018-10-01 41.567987420828500
2018-11-01 41.246195089565200
2018-12-01 41.236417985434300
2019-01-01 41.339914933204795
2019-02-01 41.107133943004300
2019-03-01 41.005832161172600
2019-04-01 40.973151078783005
2019-05-01 41.089140549625000
2019-06-01 41.156432614172700
2019-07-01 41.337935327624800
2019-08-01 41.254556132302900
2019-09-01 41.194367464901500
2019-10-01 41.144527709941600
2019-11-01 41.113300836855394
2019-12-01 41.228379236674500
2020-01-01 41.785233753506800
2020-02-01 41.797189167935600
2020-03-01 40.796692664179900
2020-04-01 27.531822637460800
2020-05-01 28.413864538039302
2020-06-01 29.135155998277500
2020-07-01 28.909704567831998
2020-08-01 28.995539709043697
2020-09-01 30.682938025165300
2020-10-01 33.723677202213600
2020-11-01 33.762049441571300
2020-12-01 32.094161744809200
2021-01-01 30.519268489661500
2021-02-01 32.772071843728400
2021-03-01 33.422601552959900
2021-04-01 34.793602050751296
2021-05-01 35.055458031327000
2021-06-01 35.099828062366400
2021-07-01 36.399723145072900
2021-08-01 36.626530864571290
2021-09-01 36.777106662654700
2021-10-01 38.295111407861210
2021-11-01 38.510246449097400
2021-12-01 38.863717751102500
2022-01-01 38.525554085651706
2022-02-01 38.862344343785600
2022-03-01 38.873233364290900
2022-04-01 38.739078700276500
2022-05-01 38.584611468048700
2022-06-01 38.651428963758995
2022-07-01 39.020121592144300
2022-08-01 39.245000799655200
2022-09-01 39.575443611590096
2022-10-01 39.879529927985395
2022-11-01 39.956328072969896
2022-12-01 40.022901449210000
2023-01-01 40.229652926648704
2023-02-01 40.555704982566700
2023-03-01 40.522844470413204
2023-04-01 40.873073319700495
2023-05-01 41.110167500202400
2023-06-01 41.518022324081294
2023-07-01 41.748846560201500
2023-08-01 41.555017715565000
2023-09-01 41.671712949952500
2023-10-01 41.650712461044800
2023-11-01 42.017281703153900
2023-12-01 42.298702958362895
2024-01-01 42.117301045632296
2024-02-01 41.363056397655000
2024-03-01 41.976751198073500
2024-04-01 42.099300525483400
2024-05-01 42.323068660759894
2024-06-01 42.485943186429700
2024-07-01 42.056543509324400
2024-08-01 42.556271413986900
2024-09-01 42.572684913118800
2024-10-01 42.742429609554100

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