Title: All Employees: Information in Oakland-Hayward-Berkeley, CA (MD) Series ID: SMU06360845000000001SA 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 2023-02-01 Last Updated: 2023-03-25 3:22 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/SMU06360845000000001). 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 30.316971035375598 1990-02-01 30.264712595941600 1990-03-01 30.341616341248997 1990-04-01 29.581796364539400 1990-05-01 29.365836671480900 1990-06-01 29.197188416859800 1990-07-01 29.519059824772200 1990-08-01 29.489638598292604 1990-09-01 29.690803237545900 1990-10-01 29.688852978357502 1990-11-01 29.638968891363300 1990-12-01 29.725542818480800 1991-01-01 30.031953535868800 1991-02-01 30.261793363448500 1991-03-01 30.443859909798498 1991-04-01 32.597577626256104 1991-05-01 32.462672954822500 1991-06-01 32.561724724225805 1991-07-01 31.995845123540896 1991-08-01 31.973224061228198 1991-09-01 32.209387739667200 1991-10-01 32.010819672747700 1991-11-01 32.049304279464700 1991-12-01 31.318961157545500 1992-01-01 30.846628580813302 1992-02-01 30.059266850057103 1992-03-01 29.717974495152504 1992-04-01 29.525815149084500 1992-05-01 29.522116776260500 1992-06-01 29.048498354168000 1992-07-01 29.230550633831896 1992-08-01 29.549238554723200 1992-09-01 29.118944914880100 1992-10-01 29.411389674503198 1992-11-01 29.508968186081000 1992-12-01 29.340836058403696 1993-01-01 29.343211606570502 1993-02-01 29.357607241292200 1993-03-01 29.282777460865603 1993-04-01 29.277546980730600 1993-05-01 29.082292201872100 1993-06-01 29.134388723789300 1993-07-01 28.950714413082200 1993-08-01 28.500338194852000 1993-09-01 28.442386080806198 1993-10-01 28.395706938924498 1993-11-01 28.458356014492900 1993-12-01 28.560835143524102 1994-01-01 28.549614076766800 1994-02-01 28.850475095377604 1994-03-01 28.831413317607197 1994-04-01 29.123651885556900 1994-05-01 29.152316602464104 1994-06-01 29.323054658695803 1994-07-01 29.269885800229897 1994-08-01 29.466833834149604 1994-09-01 29.663864591333102 1994-10-01 29.164467153352800 1994-11-01 29.195364830441605 1994-12-01 28.960660922606397 1995-01-01 29.571150465071696 1995-02-01 29.636274018470000 1995-03-01 29.781928865584398 1995-04-01 29.583900272164897 1995-05-01 29.842786102728800 1995-06-01 29.640236808239003 1995-07-01 28.704088325257803 1995-08-01 28.743900978720497 1995-09-01 29.248027363936500 1995-10-01 28.912664213150897 1995-11-01 29.137067671157197 1995-12-01 29.166994406992195 1996-01-01 29.277488690585500 1996-02-01 29.098647465185103 1996-03-01 29.320485504760605 1996-04-01 29.353231792246500 1996-05-01 29.348042351514300 1996-06-01 29.678661588312302 1996-07-01 29.817093912833900 1996-08-01 30.147956898356600 1996-09-01 30.223672376584002 1996-10-01 30.643476826353897 1996-11-01 30.964811821173200 1996-12-01 30.743518966837200 1997-01-01 30.878769782860800 1997-02-01 31.174846356658100 1997-03-01 31.480551447696200 1997-04-01 32.165203387040300 1997-05-01 32.463169038651700 1997-06-01 32.714643140844700 1997-07-01 32.818044986887806 1997-08-01 32.744887559024200 1997-09-01 33.308753433159500 1997-10-01 34.055644153606700 1997-11-01 33.781680017371600 1997-12-01 33.916720836630400 1998-01-01 33.879467499707000 1998-02-01 34.338365265694700 1998-03-01 34.149039274344204 1998-04-01 33.889312646967800 1998-05-01 33.486830594586300 1998-06-01 33.750746864744900 1998-07-01 33.911843395271100 1998-08-01 34.072852567312700 1998-09-01 34.403281369921500 1998-10-01 34.259363102293000 1998-11-01 34.380644919805100 1998-12-01 34.610810515549105 1999-01-01 33.357129367955600 1999-02-01 33.572437652296500 1999-03-01 33.706459403729000 1999-04-01 34.226310350495800 1999-05-01 34.225601005017400 1999-06-01 34.369180238654400 1999-07-01 34.914130636878700 1999-08-01 34.896160022934600 1999-09-01 35.210313015679105 1999-10-01 35.562156385586100 1999-11-01 35.965365361120500 1999-12-01 36.718486791925000 2000-01-01 37.035585548363800 2000-02-01 37.521667977266400 2000-03-01 37.967847675443600 2000-04-01 38.375994301749700 2000-05-01 39.160483349384900 2000-06-01 39.768908053578100 2000-07-01 38.407227344498104 2000-08-01 38.814310346371900 2000-09-01 39.067081690908395 2000-10-01 39.077384945552800 2000-11-01 39.024799356804100 2000-12-01 38.934805815796790 2001-01-01 39.407950781921800 2001-02-01 38.777590516810000 2001-03-01 38.622997494584300 2001-04-01 38.080315431950700 2001-05-01 37.679211201244605 2001-06-01 36.739744595870110 2001-07-01 37.540138302639400 2001-08-01 37.245492528029104 2001-09-01 37.014988861002600 2001-10-01 35.573368118859705 2001-11-01 35.302583970303296 2001-12-01 35.015200517146100 2002-01-01 36.280031412018296 2002-02-01 36.035978516628205 2002-03-01 35.915953014033210 2002-04-01 35.320147118707105 2002-05-01 35.354497610976296 2002-06-01 35.300490213458000 2002-07-01 33.988936649043300 2002-08-01 33.981776495091400 2002-09-01 33.851305426618296 2002-10-01 33.990985359237300 2002-11-01 33.991047115406600 2002-12-01 33.963930876598100 2003-01-01 33.485038848677505 2003-02-01 33.898150953804000 2003-03-01 32.811951714339700 2003-04-01 32.654105060157700 2003-05-01 32.305463193237900 2003-06-01 32.276409500490000 2003-07-01 31.930795591872002 2003-08-01 31.903280197689000 2003-09-01 31.662197237229700 2003-10-01 31.413191395208898 2003-11-01 31.807191863789500 2003-12-01 31.502676923097702 2004-01-01 31.503446182245302 2004-02-01 31.477885725296897 2004-03-01 31.528357870824800 2004-04-01 31.394785382350896 2004-05-01 31.344058037416396 2004-06-01 31.253578808162498 2004-07-01 31.158198540797300 2004-08-01 30.810414159364000 2004-09-01 30.754760750203100 2004-10-01 30.641577166929900 2004-11-01 30.542993035211502 2004-12-01 30.507242299925800 2005-01-01 30.932919812298300 2005-02-01 30.869415534813200 2005-03-01 30.654195350873998 2005-04-01 30.871372996110600 2005-05-01 30.792954243483802 2005-06-01 30.649788206948800 2005-07-01 30.455032296011100 2005-08-01 30.294418591601000 2005-09-01 30.325386917272500 2005-10-01 30.251418350769896 2005-11-01 30.283378433207000 2005-12-01 30.196776587753803 2006-01-01 30.052475150275600 2006-02-01 30.084947917854700 2006-03-01 30.097328460195797 2006-04-01 30.276351985259105 2006-05-01 29.969080654334500 2006-06-01 29.865739150417000 2006-07-01 29.818918055145800 2006-08-01 30.060995120228600 2006-09-01 29.980689023094000 2006-10-01 29.953232242536000 2006-11-01 29.919352063556800 2006-12-01 29.880101713962800 2007-01-01 29.648144172263798 2007-02-01 29.622990945256802 2007-03-01 29.632101620015302 2007-04-01 29.502207777639605 2007-05-01 29.490956048543200 2007-06-01 29.289856882052998 2007-07-01 28.859730116404098 2007-08-01 28.712246195066400 2007-09-01 28.646640662242800 2007-10-01 28.443981379799000 2007-11-01 28.231597064152000 2007-12-01 27.980175162743200 2008-01-01 28.213565136530800 2008-02-01 28.273446264576002 2008-03-01 28.051940582798000 2008-04-01 28.132011026346603 2008-05-01 28.043414239434800 2008-06-01 27.899440624277100 2008-07-01 28.104675407274800 2008-08-01 27.971460393665300 2008-09-01 27.824721424794700 2008-10-01 27.744406120360200 2008-11-01 27.432233173541900 2008-12-01 27.196253898206702 2009-01-01 26.765186457519302 2009-02-01 26.412752751920298 2009-03-01 26.360634435529800 2009-04-01 25.233974732504002 2009-05-01 25.192289064240900 2009-06-01 25.113514973627100 2009-07-01 25.280275724496400 2009-08-01 25.162870795398500 2009-09-01 25.117070060129800 2009-10-01 24.925897455523100 2009-11-01 24.807803461236702 2009-12-01 24.828144296419700 2010-01-01 24.824980482015700 2010-02-01 24.546925201915997 2010-03-01 24.566744081969300 2010-04-01 24.122664639507400 2010-05-01 23.919770702211103 2010-06-01 23.916909031255300 2010-07-01 23.677691682553200 2010-08-01 23.469869776402900 2010-09-01 23.207422591828000 2010-10-01 23.110033473015104 2010-11-01 23.181295082820100 2010-12-01 23.156032519811102 2011-01-01 23.298971032578002 2011-02-01 23.276079992987103 2011-03-01 23.272874266419200 2011-04-01 22.998891065683800 2011-05-01 22.931334816065803 2011-06-01 23.020208017050100 2011-07-01 22.988078753457300 2011-08-01 22.974835458785100 2011-09-01 22.910376596824797 2011-10-01 22.792130763100700 2011-11-01 22.750220161325398 2011-12-01 22.670159566072503 2012-01-01 22.694133127005500 2012-02-01 22.798936427630302 2012-03-01 22.780323115816397 2012-04-01 22.988992162041500 2012-05-01 23.038424436873900 2012-06-01 22.819254438160500 2012-07-01 22.700680168339897 2012-08-01 22.677503040190896 2012-09-01 22.702663206002000 2012-10-01 22.869261340254198 2012-11-01 22.936848461637698 2012-12-01 23.174967628251900 2013-01-01 22.398486652948500 2013-02-01 22.507439220561200 2013-03-01 22.194356026490198 2013-04-01 22.679017710762300 2013-05-01 22.641948231868895 2013-06-01 22.628874071533605 2013-07-01 22.603005031665500 2013-08-01 22.674220197456197 2013-09-01 22.798660705563698 2013-10-01 22.744562528789302 2013-11-01 22.937152786501198 2013-12-01 22.971385657229000 2014-01-01 22.307529857945700 2014-02-01 22.505970751950997 2014-03-01 22.701287603137303 2014-04-01 22.785630190671100 2014-05-01 22.859025577059196 2014-06-01 22.933874790691103 2014-07-01 23.085867665363804 2014-08-01 23.164736604547000 2014-09-01 23.289136922649200 2014-10-01 23.435220571794700 2014-11-01 23.565797899526700 2014-12-01 23.767804145287500 2015-01-01 23.910670709241400 2015-02-01 24.192230580638398 2015-03-01 24.295291690609400 2015-04-01 24.504954703394700 2015-05-01 24.784161209916700 2015-06-01 25.025224342721000 2015-07-01 25.246763994707800 2015-08-01 25.446992886609202 2015-09-01 25.499548057829298 2015-10-01 25.749426348607700 2015-11-01 25.909276638244300 2015-12-01 26.059271054663200 2016-01-01 26.215187849256600 2016-02-01 26.252705679215000 2016-03-01 26.371764089626000 2016-04-01 26.428755433744100 2016-05-01 26.407371877942200 2016-06-01 26.412972502022700 2016-07-01 26.518946806927598 2016-08-01 26.934662531800800 2016-09-01 26.715390379299002 2016-10-01 26.680515263754202 2016-11-01 26.655143178184600 2016-12-01 26.551972604892203 2017-01-01 26.722875598551003 2017-02-01 26.709221134325800 2017-03-01 26.743127378740800 2017-04-01 26.618785426709200 2017-05-01 26.608038931544698 2017-06-01 26.811307326557802 2017-07-01 26.914997802003900 2017-08-01 26.937589422603100 2017-09-01 27.133934281922997 2017-10-01 27.211511705101000 2017-11-01 27.168023010759395 2017-12-01 27.236116867157698 2018-01-01 27.444753538160800 2018-02-01 27.593829496236896 2018-03-01 27.636509713578500 2018-04-01 27.597147759857396 2018-05-01 27.708117740498900 2018-06-01 27.704352316517600 2018-07-01 27.610287324079298 2018-08-01 27.535538815275600 2018-09-01 27.444979996461100 2018-10-01 27.428318056245900 2018-11-01 27.348397317620800 2018-12-01 27.612794410306000 2019-01-01 27.581799064979200 2019-02-01 27.715296965551897 2019-03-01 27.651089000232100 2019-04-01 27.976479658207600 2019-05-01 27.707370815033500 2019-06-01 27.596067817943800 2019-07-01 27.604076988406895 2019-08-01 27.625708594848700 2019-09-01 27.549658118621398 2019-10-01 27.425932909883900 2019-11-01 27.202447640058400 2019-12-01 27.577953933982300 2020-01-01 27.628322410416400 2020-02-01 27.567609424169300 2020-03-01 27.495502035091700 2020-04-01 25.567929726009197 2020-05-01 25.298716419527196 2020-06-01 25.092759893373800 2020-07-01 24.720739704502698 2020-08-01 24.624168028991300 2020-09-01 24.828144315231200 2020-10-01 25.096754189105898 2020-11-01 24.756395627350503 2020-12-01 24.466467444321200 2021-01-01 24.448869866920800 2021-02-01 24.423543300267802 2021-03-01 24.424910552377500 2021-04-01 24.672865236498500 2021-05-01 24.704929827420200 2021-06-01 24.782175405814500 2021-07-01 24.802815383749298 2021-08-01 24.800288041532397 2021-09-01 24.812461125841605 2021-10-01 24.868297131111802 2021-11-01 24.914371471949100 2021-12-01 24.947714811575200 2022-01-01 24.878130959800700 2022-02-01 24.990287721502300 2022-03-01 25.066543469612498 2022-04-01 24.987597336748900 2022-05-01 25.014636306513100 2022-06-01 25.166270592475800 2022-07-01 25.181132126538300 2022-08-01 25.081693328704200 2022-09-01 24.894046296912100 2022-10-01 24.740489588548304 2022-11-01 24.594130733374700 2022-12-01 24.446710819508400 2023-01-01 24.190722073073100 2023-02-01 23.821862512842603