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 2024-02-01 Last Updated: 2024-03-23 5:58 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 30.316833096632500 1990-02-01 30.264625022518200 1990-03-01 30.341423005606497 1990-04-01 29.582056032043802 1990-05-01 29.366057876472002 1990-06-01 29.197599101937500 1990-07-01 29.519196713788098 1990-08-01 29.489176419630000 1990-09-01 29.690795139863200 1990-10-01 29.688815479591200 1990-11-01 29.638893686270400 1990-12-01 29.725465073651400 1991-01-01 30.031831718741200 1991-02-01 30.261725597968198 1991-03-01 30.443711989855200 1991-04-01 32.597870438270400 1991-05-01 32.462928296742800 1991-06-01 32.562143720176500 1991-07-01 31.995953783563700 1991-08-01 31.972730597722997 1991-09-01 32.209371805450600 1991-10-01 32.010734711085895 1991-11-01 32.049202379858700 1991-12-01 31.318876458438200 1992-01-01 30.846526734692100 1992-02-01 30.059239149253997 1992-03-01 29.717908337974000 1992-04-01 29.526110321778102 1992-05-01 29.522346000907103 1992-06-01 29.048967512171398 1992-07-01 29.230466442573500 1992-08-01 29.548720545302600 1992-09-01 29.118953440140600 1992-10-01 29.411262770636700 1992-11-01 29.508852699451300 1992-12-01 29.340765213476700 1993-01-01 29.343149013855600 1993-02-01 29.357635128347003 1993-03-01 29.282818348183200 1993-04-01 29.277849902854200 1993-05-01 29.082503275550900 1993-06-01 29.134954851555300 1993-07-01 28.950427671642498 1993-08-01 28.499778666603998 1993-09-01 28.442422445539602 1993-10-01 28.395557582899400 1993-11-01 28.458272723626700 1993-12-01 28.560784241088500 1994-01-01 28.549575077445300 1994-02-01 28.850517015671300 1994-03-01 28.831513987397500 1994-04-01 29.123950581966500 1994-05-01 29.152507029076600 1994-06-01 29.323681929160900 1994-07-01 29.269390199775400 1994-08-01 29.466256249667502 1994-09-01 29.663938755286400 1994-10-01 29.164338043951503 1994-11-01 29.195387359789300 1994-12-01 28.960696844408897 1995-01-01 29.571180407414104 1995-02-01 29.636089574803400 1995-03-01 29.782054664657302 1995-04-01 29.584133595448105 1995-05-01 29.842964914954300 1995-06-01 29.640748624720400 1995-07-01 28.703544183593397 1995-08-01 28.743441248581400 1995-09-01 29.248150268761800 1995-10-01 28.912633855490302 1995-11-01 29.137329208971800 1995-12-01 29.167336931483700 1996-01-01 29.277347203922400 1996-02-01 29.098094650713300 1996-03-01 29.320510116667300 1996-04-01 29.353302660489202 1996-05-01 29.348192726923298 1996-06-01 29.679097248704400 1996-07-01 29.816528253430200 1996-08-01 30.147665528209400 1996-09-01 30.223918271029600 1996-10-01 30.643609398286300 1996-11-01 30.965292635359102 1996-12-01 30.744417741780000 1997-01-01 30.878314489368897 1997-02-01 31.173730493486800 1997-03-01 31.480378453660700 1997-04-01 32.164999125724500 1997-05-01 32.463294082134300 1997-06-01 32.714915279299400 1997-07-01 32.817733786716900 1997-08-01 32.744872749279196 1997-09-01 33.309169005733700 1997-10-01 34.056030538780604 1997-11-01 33.782417633171704 1997-12-01 33.918233217370400 1998-01-01 33.878389570099900 1998-02-01 34.336712346772100 1998-03-01 34.148452833000800 1998-04-01 33.888813668082900 1998-05-01 33.486979989415005 1998-06-01 33.751054435944300 1998-07-01 33.911795774090600 1998-08-01 34.073205448391500 1998-09-01 34.404040045543105 1998-10-01 34.259716276366400 1998-11-01 34.381437277768400 1998-12-01 34.612875772540995 1999-01-01 33.355431208077000 1999-02-01 33.570426128252000 1999-03-01 33.705571899079000 1999-04-01 34.225616961626390 1999-05-01 34.225898812096600 1999-06-01 34.369710927043000 1999-07-01 34.914302117431600 1999-08-01 34.896799823538196 1999-09-01 35.211338650768000 1999-10-01 35.562346872807300 1999-11-01 35.966175011229500 1999-12-01 36.720942349781794 2000-01-01 37.032975917866295 2000-02-01 37.519376825763100 2000-03-01 37.966577906436700 2000-04-01 38.375182151044100 2000-05-01 39.161045532570000 2000-06-01 39.770110290139705 2000-07-01 38.407376310770104 2000-08-01 38.815154394271005 2000-09-01 39.068476234814700 2000-10-01 39.077041613363000 2000-11-01 39.025505435423100 2000-12-01 38.937396028649005 2001-01-01 39.404886387545794 2001-02-01 38.775418759157600 2001-03-01 38.621708950855100 2001-04-01 38.079636051232400 2001-05-01 37.679918574060395 2001-06-01 36.741167040938600 2001-07-01 37.540299697107500 2001-08-01 37.246262770284400 2001-09-01 37.016206868714800 2001-10-01 35.572696406534700 2001-11-01 35.303127051026600 2001-12-01 35.017097892685700 2002-01-01 36.277287745214295 2002-02-01 36.034441685098294 2002-03-01 35.914900850323500 2002-04-01 35.319766188860300 2002-05-01 35.355216739303900 2002-06-01 35.301949555209000 2002-07-01 33.989006973788200 2002-08-01 33.982350592788300 2002-09-01 33.852285058417394 2002-10-01 33.989988705758100 2002-11-01 33.991482366815200 2002-12-01 33.965352150681100 2003-01-01 33.482887392263300 2003-02-01 33.897050475786500 2003-03-01 32.811331632160100 2003-04-01 32.653973231123400 2003-05-01 32.306070973904300 2003-06-01 32.277568978027000 2003-07-01 31.930818701061202 2003-08-01 31.903628950171400 2003-09-01 31.662777296530300 2003-10-01 31.412332363983197 2003-11-01 31.807552725399198 2003-12-01 31.503585299129800 2004-01-01 31.501860360635000 2004-02-01 31.477209813345700 2004-03-01 31.528050394992400 2004-04-01 31.394812607248102 2004-05-01 31.344509693360802 2004-06-01 31.254377100848398 2004-07-01 31.158237815880497 2004-08-01 30.810623937837800 2004-09-01 30.755074038488303 2004-10-01 30.640872213919600 2004-11-01 30.543245846837000 2004-12-01 30.507810657374897 2005-01-01 30.931873651174400 2005-02-01 30.869009466952600 2005-03-01 30.653999410652500 2005-04-01 30.871493304688800 2005-05-01 30.793253164405698 2005-06-01 30.650224642305897 2005-07-01 30.455189381365600 2005-08-01 30.294559944044000 2005-09-01 30.325471824432803 2005-10-01 30.251071034642300 2005-11-01 30.283509314062900 2005-12-01 30.196999111805200 2006-01-01 30.051745954691200 2006-02-01 30.084875787947700 2006-03-01 30.096851127302700 2006-04-01 30.276655066436895 2006-05-01 29.969341178982300 2006-06-01 29.866000605006498 2006-07-01 29.819145292649196 2006-08-01 30.061124092872895 2006-09-01 29.980750480252300 2006-10-01 29.953068205948500 2006-11-01 29.919356659404300 2006-12-01 29.880125783020300 2007-01-01 29.647566191014800 2007-02-01 29.623158429808900 2007-03-01 29.631104532116300 2007-04-01 29.502698389879498 2007-05-01 29.491310076263600 2007-06-01 29.290145415760000 2007-07-01 28.859981327222800 2007-08-01 28.712371175542300 2007-09-01 28.646685177383600 2007-10-01 28.443967486408400 2007-11-01 28.231493339190198 2007-12-01 27.980054741497998 2008-01-01 28.213074507661500 2008-02-01 28.273775516877700 2008-03-01 28.050544500324303 2008-04-01 28.132627130339300 2008-05-01 28.043860654246696 2008-06-01 27.899770304665400 2008-07-01 28.104965868432900 2008-08-01 27.971592797058700 2008-09-01 27.824772005771102 2008-10-01 27.744377561378100 2008-11-01 27.432093369340500 2008-12-01 27.196045056307398 2009-01-01 26.764853138194700 2009-02-01 26.413098264305000 2009-03-01 26.359106182052397 2009-04-01 25.234543195118800 2009-05-01 25.192776381034303 2009-06-01 25.113824805731102 2009-07-01 25.280543849045500 2009-08-01 25.162999101873100 2009-09-01 25.117106933481600 2009-10-01 24.925852060259500 2009-11-01 24.807673464394803 2009-12-01 24.827949330890398 2010-01-01 24.824687489463802 2010-02-01 24.547253563339200 2010-03-01 24.565393711159302 2010-04-01 24.123158125834397 2010-05-01 23.920245571361200 2010-06-01 23.917170728267497 2010-07-01 23.677916142308103 2010-08-01 23.469966745478600 2010-09-01 23.207435140665000 2010-10-01 23.109975110168100 2010-11-01 23.181191789349700 2010-12-01 23.155860198047200 2011-01-01 23.298790682173200 2011-02-01 23.276343595235897 2011-03-01 23.271857327694804 2011-04-01 22.999224967612100 2011-05-01 22.931737276374303 2011-06-01 23.020385816240502 2011-07-01 22.988233100169897 2011-08-01 22.974908233538400 2011-09-01 22.910379724193000 2011-10-01 22.792069775805302 2011-11-01 22.750147753302898 2011-12-01 22.670006182601398 2012-01-01 22.694039955729700 2012-02-01 22.799127062284605 2012-03-01 22.779760434905100 2012-04-01 22.989157885699896 2012-05-01 23.038691898341302 2012-06-01 22.819328571714102 2012-07-01 22.700745100374200 2012-08-01 22.677532419394698 2012-09-01 22.702658863101100 2012-10-01 22.869214498708000 2012-11-01 22.936813072946200 2012-12-01 23.174860153060497 2013-01-01 22.398513054055800 2013-02-01 22.507589421444102 2013-03-01 22.194180295370497 2013-04-01 22.679064619304900 2013-05-01 22.642135210815603 2013-06-01 22.628572517132202 2013-07-01 22.603031977888100 2013-08-01 22.674223906355300 2013-09-01 22.798645405273800 2013-10-01 22.744602131449500 2013-11-01 22.937314549582400 2013-12-01 22.971142820052200 2014-01-01 22.307754929021000 2014-02-01 22.506213861348700 2014-03-01 22.701311917170200 2014-04-01 22.785655148358696 2014-05-01 22.858976463792500 2014-06-01 22.933189342900896 2014-07-01 23.085801427924398 2014-08-01 23.164698591712398 2014-09-01 23.289122711611800 2014-10-01 23.435319500159000 2014-11-01 23.566019618201200 2014-12-01 23.768370950732198 2015-01-01 23.910886475707002 2015-02-01 24.192410170637000 2015-03-01 24.295230311105700 2015-04-01 24.504906693995300 2015-05-01 24.783773435427500 2015-06-01 25.024045376399100 2015-07-01 25.246627585029900 2015-08-01 25.446877762969700 2015-09-01 25.499452303521800 2015-10-01 25.749591629557600 2015-11-01 25.910260787635004 2015-12-01 26.060890764353200 2016-01-01 26.215380676540300 2016-02-01 26.252735566479100 2016-03-01 26.371591476838997 2016-04-01 26.427511289220900 2016-05-01 26.406699921450100 2016-06-01 26.411734496989897 2016-07-01 26.518822940917000 2016-08-01 26.934475532076100 2016-09-01 26.715173574989400 2016-10-01 26.680722649942500 2016-11-01 26.658229254267997 2016-12-01 26.554790544152798 2017-01-01 26.722568276305300 2017-02-01 26.708243892018000 2017-03-01 26.741650555800902 2017-04-01 26.615305527727298 2017-05-01 26.607093777241800 2017-06-01 26.809853124152102 2017-07-01 26.916706875310897 2017-08-01 26.938405095848800 2017-09-01 27.134240825053602 2017-10-01 27.212123223459397 2017-11-01 27.174099987044002 2017-12-01 27.243323790981000 2018-01-01 27.442260096767200 2018-02-01 27.589133574319200 2018-03-01 27.630432081900302 2018-04-01 27.588435190061197 2018-05-01 27.705414667962800 2018-06-01 27.703504622934400 2018-07-01 27.615724864473900 2018-08-01 27.539575340572600 2018-09-01 27.448305923257800 2018-10-01 27.432318645491300 2018-11-01 27.360163798989600 2018-12-01 27.627220476281600 2019-01-01 27.575383855775800 2019-02-01 27.702237921229600 2019-03-01 27.633460605602398 2019-04-01 27.958362387713297 2019-05-01 27.696885884265498 2019-06-01 27.597475881290897 2019-07-01 27.621886919680700 2019-08-01 27.635721805793900 2019-09-01 27.560235583864603 2019-10-01 27.432852864217896 2019-11-01 27.221202246170200 2019-12-01 27.612881039068900 2020-01-01 27.615805921640000 2020-02-01 27.536477811786604 2020-03-01 27.454781354797102 2020-04-01 25.536819250061000 2020-05-01 25.278419394887700 2020-06-01 25.100520315584397 2020-07-01 24.753765409114700 2020-08-01 24.644224086761998 2020-09-01 24.845750342261400 2020-10-01 25.104117810293197 2020-11-01 24.781595207189200 2020-12-01 24.518645673706605 2021-01-01 24.431251600626100 2021-02-01 24.372298672846398 2021-03-01 24.365759430556196 2021-04-01 24.632377872816402 2021-05-01 24.671176600771000 2021-06-01 24.798415567787103 2021-07-01 24.857822180943998 2021-08-01 24.834263801409197 2021-09-01 24.834650974341700 2021-10-01 24.871897581366100 2021-11-01 24.948354446964103 2021-12-01 25.025204355537200 2022-01-01 24.851910932161600 2022-02-01 24.912580716603497 2022-03-01 24.985215880134202 2022-04-01 24.839678221294400 2022-05-01 24.868219684113900 2022-06-01 25.091929116445900 2022-07-01 25.254560593094602 2022-08-01 25.129457168411100 2022-09-01 25.017892154496497 2022-10-01 25.039707299811102 2022-11-01 25.035088404785000 2022-12-01 24.935305296746602 2023-01-01 24.963822452382196 2023-02-01 24.835230586976103 2023-03-01 24.790688436867498 2023-04-01 24.654750699905000 2023-05-01 24.564762819540700 2023-06-01 24.189790476454000 2023-07-01 24.166238887311398 2023-08-01 24.035374166714803 2023-09-01 24.001549644693103 2023-10-01 23.815975689461700 2023-11-01 23.538850761268897 2023-12-01 23.346841865916300 2024-01-01 23.254690003202800 2024-02-01 23.135633026945600