Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Social Assistance in Oakland-Hayward-Berkeley, CA (MD)

Title All Employees: Education and Health Services: Social Assistance in Oakland-Hayward-Berkeley, CA (MD)
Series ID SMU06360846562400001SA
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 2024-09-01
Last Updated 2024-10-23 5:40 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. 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 13.570063243268200
1990-02-01 13.658343784249000
1990-03-01 13.722051808274000
1990-04-01 13.885108591186400
1990-05-01 14.034199800875800
1990-06-01 14.131193876318900
1990-07-01 14.701834934375400
1990-08-01 14.681331138234999
1990-09-01 14.672894332836599
1990-10-01 14.709673102694600
1990-11-01 14.729957179853100
1990-12-01 14.725964363783099
1991-01-01 14.973543528529198
1991-02-01 15.155958446375400
1991-03-01 15.316164870908900
1991-04-01 15.176567935250098
1991-05-01 15.319844000299803
1991-06-01 15.309980555291300
1991-07-01 15.420527593546200
1991-08-01 15.501968281645802
1991-09-01 15.575883700603700
1991-10-01 15.702705443521399
1991-11-01 15.931384212048199
1991-12-01 15.917300794551300
1992-01-01 15.877116838426499
1992-02-01 15.853236354214198
1992-03-01 15.904040988468800
1992-04-01 15.978128284072799
1992-05-01 15.916674174413100
1992-06-01 15.896012419871200
1992-07-01 15.937554849212900
1992-08-01 15.811013102740200
1992-09-01 15.859129680959699
1992-10-01 15.908521853206999
1992-11-01 15.844556036937302
1992-12-01 15.925244756368300
1993-01-01 15.975992783392599
1993-02-01 15.952136785922000
1993-03-01 15.986400833701100
1993-04-01 16.173914441328200
1993-05-01 16.218897330969400
1993-06-01 16.286717219403602
1993-07-01 15.944240468292700
1993-08-01 15.900099236126600
1993-09-01 16.341558973277600
1993-10-01 16.227917842689800
1993-11-01 16.266723534503400
1993-12-01 16.251724108227698
1994-01-01 16.177639704020300
1994-02-01 16.150413959921200
1994-03-01 16.153866590159900
1994-04-01 16.259037847650500
1994-05-01 16.411589781004697
1994-06-01 16.580660187436900
1994-07-01 16.559137070185198
1994-08-01 16.690070269007500
1994-09-01 16.830562173616098
1994-10-01 16.972199862503600
1994-11-01 16.887138196840400
1994-12-01 17.094628060185600
1995-01-01 16.972973427965300
1995-02-01 17.046001392488900
1995-03-01 17.017161809630200
1995-04-01 16.629985254089100
1995-05-01 16.601115732465000
1995-06-01 16.684124828499900
1995-07-01 16.861991792672500
1995-08-01 16.948383814739000
1995-09-01 17.228143909088303
1995-10-01 17.230981546477900
1995-11-01 17.311026945950300
1995-12-01 17.338923460700900
1996-01-01 17.667774703471900
1996-02-01 17.832018317849500
1996-03-01 17.972667266809896
1996-04-01 18.102554942124400
1996-05-01 18.077612881388102
1996-06-01 18.083182383780000
1996-07-01 18.165794067631100
1996-08-01 18.318507310792600
1996-09-01 18.034674194170000
1996-10-01 18.196692400519602
1996-11-01 18.625400452891700
1996-12-01 18.576110764402400
1997-01-01 18.758022265474300
1997-02-01 19.012757615813000
1997-03-01 19.544857912587698
1997-04-01 19.878483904717600
1997-05-01 20.154989241025397
1997-06-01 20.283560293167000
1997-07-01 19.953885866582400
1997-08-01 19.987325511779400
1997-09-01 19.854632874455700
1997-10-01 19.855733509588898
1997-11-01 20.037006095408103
1997-12-01 20.201969251674303
1998-01-01 20.549188115995500
1998-02-01 20.592831626556700
1998-03-01 20.740336323524197
1998-04-01 21.083472114960102
1998-05-01 21.251610964549197
1998-06-01 21.494740444995102
1998-07-01 21.819217391633398
1998-08-01 22.159013748964400
1998-09-01 22.582455380274200
1998-10-01 22.803313580897900
1998-11-01 23.062548784241400
1998-12-01 23.220343515694104
1999-01-01 22.343814686194600
1999-02-01 22.368471165277800
1999-03-01 22.260932864109698
1999-04-01 21.910599884253802
1999-05-01 21.859100524385700
1999-06-01 21.807019647009000
1999-07-01 22.758331526192798
1999-08-01 22.725918364906697
1999-09-01 22.483049035442200
1999-10-01 22.277394921306300
1999-11-01 22.088791531744900
1999-12-01 21.903318467553900
2000-01-01 21.545470353999400
2000-02-01 21.462845059975603
2000-03-01 21.212573763139300
2000-04-01 21.167065736538103
2000-05-01 21.187376799189600
2000-06-01 21.219848555502300
2000-07-01 21.289506269885700
2000-08-01 21.287609020501800
2000-09-01 21.671230123090897
2000-10-01 21.419270921704400
2000-11-01 21.405403700826800
2000-12-01 21.877316101673898
2001-01-01 22.367601337982997
2001-02-01 22.449166251613498
2001-03-01 22.855340181456103
2001-04-01 22.700762150152503
2001-05-01 22.792783244069500
2001-06-01 22.920721586900800
2001-07-01 23.265843024772100
2001-08-01 23.400872441814197
2001-09-01 23.471015272971503
2001-10-01 23.151115666872602
2001-11-01 23.404740884624900
2001-12-01 23.542071935739997
2002-01-01 23.588728004275602
2002-02-01 23.958081085361098
2002-03-01 24.204302614133500
2002-04-01 24.321788121114500
2002-05-01 24.501568708555304
2002-06-01 24.536262682184000
2002-07-01 23.579059513200600
2002-08-01 23.401911482027300
2002-09-01 23.355971601909300
2002-10-01 23.565757977596302
2002-11-01 23.567670934579000
2002-12-01 23.883922061638900
2003-01-01 24.403935269469198
2003-02-01 24.481302582127900
2003-03-01 25.251435549998604
2003-04-01 25.927716597044500
2003-05-01 26.505217254944500
2003-06-01 27.077066841014200
2003-07-01 27.252065470984302
2003-08-01 27.460665619369504
2003-09-01 27.554625819551300
2003-10-01 27.766173851202100
2003-11-01 28.015143098306698
2003-12-01 28.107936591619000
2004-01-01 27.713576327609896
2004-02-01 27.795407101291500
2004-03-01 27.380149963834500
2004-04-01 27.321846192391700
2004-05-01 27.321236027330798
2004-06-01 27.442230977187000
2004-07-01 27.737789781863400
2004-08-01 28.091501496868000
2004-09-01 28.633645060966803
2004-10-01 28.797060343837600
2004-11-01 29.040788821767800
2004-12-01 28.937930598098102
2005-01-01 28.720778637814302
2005-02-01 28.506140684365896
2005-03-01 28.493397931731700
2005-04-01 28.600480303515500
2005-05-01 28.618003265283400
2005-06-01 28.505758600817998
2005-07-01 28.933461382151197
2005-08-01 29.137846947158103
2005-09-01 29.100779575877600
2005-10-01 29.369491432751400
2005-11-01 29.481864860271102
2005-12-01 29.500367056023602
2006-01-01 29.812004245011600
2006-02-01 29.821905470358700
2006-03-01 30.085241456868896
2006-04-01 30.157153236116900
2006-05-01 30.307035249689303
2006-06-01 30.146034572117200
2006-07-01 30.304741411617500
2006-08-01 30.585328874704300
2006-09-01 30.891599071389102
2006-10-01 31.061460648979500
2006-11-01 31.346696681071400
2006-12-01 31.685127469822696
2007-01-01 31.906302968616500
2007-02-01 32.427255840046000
2007-03-01 32.552327319071700
2007-04-01 32.612340872216000
2007-05-01 32.674637243859400
2007-06-01 32.759637866307390
2007-07-01 32.973967943001400
2007-08-01 33.051773179145900
2007-09-01 33.287301723264400
2007-10-01 33.172910788855500
2007-11-01 33.739255725867100
2007-12-01 34.090022879122800
2008-01-01 34.481827240875100
2008-02-01 35.125532381264300
2008-03-01 35.616485443205110
2008-04-01 36.469853726769200
2008-05-01 37.028980288449100
2008-06-01 37.429632923610000
2008-07-01 37.663961417703100
2008-08-01 37.958292213003000
2008-09-01 38.204433200242500
2008-10-01 38.383224759305500
2008-11-01 38.733619466314200
2008-12-01 38.789572412844800
2009-01-01 38.840563295697900
2009-02-01 38.787550578927200
2009-03-01 38.982913012001900
2009-04-01 39.168858188429000
2009-05-01 39.105806160133000
2009-06-01 38.975124142237000
2009-07-01 39.428301502444896
2009-08-01 39.710931163125000
2009-09-01 39.199712193788294
2009-10-01 39.634906228087200
2009-11-01 39.552532817415600
2009-12-01 39.804018676322200
2010-01-01 39.468543435779900
2010-02-01 39.351761178347395
2010-03-01 39.371687175898100
2010-04-01 38.990584305900000
2010-05-01 39.102352475137200
2010-06-01 39.218019479208100
2010-07-01 40.186758513487504
2010-08-01 39.821381691866000
2010-09-01 40.025316134480100
2010-10-01 39.982420321171800
2010-11-01 39.867473475884600
2010-12-01 39.712783650402200
2011-01-01 39.696890287969495
2011-02-01 39.419018912189500
2011-03-01 39.258588805638000
2011-04-01 39.215188132585500
2011-05-01 39.195406773982100
2011-06-01 39.086431988914300
2011-07-01 38.795868711276896
2011-08-01 38.791060909062500
2011-09-01 39.065471550841400
2011-10-01 39.129717927147600
2011-11-01 39.362177862774000
2011-12-01 39.624106807380000
2012-01-01 40.145398488754104
2012-02-01 40.591497419310500
2012-03-01 40.944830928489900
2012-04-01 40.613080813140200
2012-05-01 40.772088085033396
2012-06-01 41.078777180822290
2012-07-01 41.040769946795600
2012-08-01 41.311960863567400
2012-09-01 41.443047890140000
2012-10-01 41.250754950266106
2012-11-01 41.420711969912100
2012-12-01 41.317199042870500
2013-01-01 42.320578941521795
2013-02-01 42.777019836985204
2013-03-01 43.038673819598890
2013-04-01 43.588466154087290
2013-05-01 43.949672903142606
2013-06-01 44.393729140451300
2013-07-01 43.872394740986000
2013-08-01 44.222773787568600
2013-09-01 44.334906023151290
2013-10-01 44.649266083229200
2013-11-01 44.839268849797900
2013-12-01 45.081999559647400
2014-01-01 44.419236437792500
2014-02-01 44.692156510606296
2014-03-01 44.842405505414700
2014-04-01 44.976087051059710
2014-05-01 45.161263152880004
2014-06-01 45.441870518866500
2014-07-01 45.778715015970110
2014-08-01 45.807030950814706
2014-09-01 45.600511664102110
2014-10-01 46.110208846425510
2014-11-01 46.554575654572400
2014-12-01 46.224433726370110
2015-01-01 46.841105561650400
2015-02-01 47.122786246187600
2015-03-01 47.434467688277500
2015-04-01 47.694854255204106
2015-05-01 48.003849181752390
2015-06-01 48.294426755075600
2015-07-01 49.204040915907896
2015-08-01 49.288634671042200
2015-09-01 49.656863688002600
2015-10-01 49.841494235313400
2015-11-01 50.063631869033000
2015-12-01 50.174000834422400
2016-01-01 50.352488244276400
2016-02-01 50.539247897522600
2016-03-01 50.827552153772710
2016-04-01 51.439970378648400
2016-05-01 51.455059829543710
2016-06-01 51.453506874751300
2016-07-01 51.407455443737300
2016-08-01 51.333786608736894
2016-09-01 51.851940910501604
2016-10-01 52.978943834093290
2016-11-01 52.717043639157495
2016-12-01 53.153328861906300
2017-01-01 53.059598425799400
2017-02-01 53.231415108895995
2017-03-01 53.423668066868295
2017-04-01 53.297403729398100
2017-05-01 53.629181298480400
2017-06-01 53.881932971249290
2017-07-01 53.920446115144200
2017-08-01 53.961537168285890
2017-09-01 54.636834828671800
2017-10-01 54.749991726937400
2017-11-01 54.821190317278800
2017-12-01 55.061883549838000
2018-01-01 55.060504832130300
2018-02-01 55.306813129079100
2018-03-01 55.521351687042800
2018-04-01 55.431551145276790
2018-05-01 55.585374864342390
2018-06-01 55.807910561633500
2018-07-01 55.697644288760610
2018-08-01 56.086925323674000
2018-09-01 56.127478315589510
2018-10-01 56.152025418072400
2018-11-01 56.173024802814595
2018-12-01 56.180902286409600
2019-01-01 56.657006461326596
2019-02-01 56.866095085502100
2019-03-01 57.105376666488800
2019-04-01 57.424391073019800
2019-05-01 57.743514993594000
2019-06-01 57.730584090215000
2019-07-01 58.262427419601900
2019-08-01 58.537768053231900
2019-09-01 58.851749291063996
2019-10-01 58.178538541146900
2019-11-01 58.922876981345500
2019-12-01 59.015271356898296
2020-01-01 59.328599788170800
2020-02-01 59.519112235179904
2020-03-01 59.577218701047200
2020-04-01 55.178731315087205
2020-05-01 55.470488585163790
2020-06-01 56.168440602856800
2020-07-01 56.341095375204894
2020-08-01 56.813368668579500
2020-09-01 57.076576038188000
2020-10-01 57.350436940163300
2020-11-01 57.583619139669000
2020-12-01 57.767912988054110
2021-01-01 57.693585752230300
2021-02-01 57.888852054493100
2021-03-01 58.241082212514400
2021-04-01 58.793557495140200
2021-05-01 59.084592121853106
2021-06-01 59.303257587472494
2021-07-01 60.022068332191600
2021-08-01 60.156800194722300
2021-09-01 60.454768520067994
2021-10-01 61.128152881700494
2021-11-01 61.397498185147704
2021-12-01 62.169117319947900
2022-01-01 62.731591603968300
2022-02-01 63.643119327251796
2022-03-01 64.549304630839400
2022-04-01 63.000045939127500
2022-05-01 63.568066683176696
2022-06-01 63.737876100017900
2022-07-01 64.127854947767100
2022-08-01 64.430467551950800
2022-09-01 65.166664568394610
2022-10-01 65.109756827876700
2022-11-01 65.300136771203500
2022-12-01 65.665315785276600
2023-01-01 66.071880860894700
2023-02-01 66.402619292346800
2023-03-01 66.953933257011000
2023-04-01 67.827250587119790
2023-05-01 68.660100771248710
2023-06-01 69.160668036154790
2023-07-01 69.690444640698000
2023-08-01 70.111738193703100
2023-09-01 70.656685681093900
2023-10-01 71.577945667626000
2023-11-01 72.979575751813800
2023-12-01 73.545503090350900
2024-01-01 74.586487901454290
2024-02-01 74.553223887254700
2024-03-01 75.937763774782910
2024-04-01 76.844721499823000
2024-05-01 76.827429575752000
2024-06-01 77.591774962563200
2024-07-01 78.182735119603990
2024-08-01 79.507963437733710
2024-09-01 79.289228253407100

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