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 2024-11-01
Last Updated 2024-12-21 6:01 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 13.570063604274699
1990-02-01 13.658344224535599
1990-03-01 13.722053973044200
1990-04-01 13.885108962180100
1990-05-01 14.034200053852802
1990-06-01 14.131193828724802
1990-07-01 14.701835467302999
1990-08-01 14.681330511655400
1990-09-01 14.672894029679401
1990-10-01 14.709673023178300
1990-11-01 14.729956639696601
1990-12-01 14.725961576944700
1991-01-01 14.973543670836802
1991-02-01 15.155958953353000
1991-03-01 15.316167271128400
1991-04-01 15.176568549249700
1991-05-01 15.319844411821698
1991-06-01 15.309980563945501
1991-07-01 15.420528428889500
1991-08-01 15.501967838740500
1991-09-01 15.575883485054400
1991-10-01 15.702705117074700
1991-11-01 15.931383088952199
1991-12-01 15.917297298625698
1992-01-01 15.877116017532899
1992-02-01 15.853236129132199
1992-03-01 15.904046113236600
1992-04-01 15.978128645538700
1992-05-01 15.916674450329400
1992-06-01 15.896012715006401
1992-07-01 15.937556429714501
1992-08-01 15.811012718883000
1992-09-01 15.859129543852400
1992-10-01 15.908522077665500
1992-11-01 15.844556020118900
1992-12-01 15.925234008294899
1993-01-01 15.975992854487501
1993-02-01 15.952136866666300
1993-03-01 15.986408804823501
1993-04-01 16.173915344456600
1993-05-01 16.218898930084098
1993-06-01 16.286719269739500
1993-07-01 15.944243562705300
1993-08-01 15.900099671784000
1993-09-01 16.341555996583900
1993-10-01 16.227915000892903
1993-11-01 16.266721630696400
1993-12-01 16.251703767974600
1994-01-01 16.177641011979800
1994-02-01 16.150416920057800
1994-03-01 16.153881643904500
1994-04-01 16.259043561405900
1994-05-01 16.411593747321100
1994-06-01 16.580668105245400
1994-07-01 16.559141850914700
1994-08-01 16.690068767165300
1994-09-01 16.830550643463400
1994-10-01 16.972186602282200
1994-11-01 16.887127775301100
1994-12-01 17.094593804033302
1995-01-01 16.972978730879200
1995-02-01 17.046014309701200
1995-03-01 17.017189887633098
1995-04-01 16.630003471765900
1995-05-01 16.601127598169200
1995-06-01 16.684142555460400
1995-07-01 16.861997867629600
1995-08-01 16.948375606656498
1995-09-01 17.228117143000400
1995-10-01 17.230949136763600
1995-11-01 17.310990440440303
1995-12-01 17.338850941056002
1996-01-01 17.667813437829498
1996-02-01 17.832057510216000
1996-03-01 17.972718137531800
1996-04-01 18.102588632884500
1996-05-01 18.077643090914800
1996-06-01 18.083223929042000
1996-07-01 18.165782832480200
1996-08-01 18.318479996238900
1996-09-01 18.034626218069500
1996-10-01 18.196634796654198
1996-11-01 18.625331785996600
1996-12-01 18.575996512474198
1997-01-01 18.758106231900697
1997-02-01 19.012833489857300
1997-03-01 19.544933861073300
1997-04-01 19.878531372880303
1997-05-01 20.155037306668500
1997-06-01 20.283623023012500
1997-07-01 19.953852325943600
1997-08-01 19.987280073769700
1997-09-01 19.854566052119400
1997-10-01 19.855652000198397
1997-11-01 20.036906557590000
1997-12-01 20.201822565863303
1998-01-01 20.549325994775000
1998-02-01 20.592941457485000
1998-03-01 20.740439898418200
1998-04-01 21.083505285398400
1998-05-01 21.251649819127500
1998-06-01 21.494807278693298
1998-07-01 21.819158456306500
1998-08-01 22.158964079676200
1998-09-01 22.582395008603896
1998-10-01 22.803219830815703
1998-11-01 23.062431851098400
1998-12-01 23.220205282472400
1999-01-01 22.343996349834700
1999-02-01 22.368588534896997
1999-03-01 22.261044943698302
1999-04-01 21.910594646338200
1999-05-01 21.859070119865000
1999-06-01 21.806969361787400
1999-07-01 22.758363279281998
1999-08-01 22.725926609283800
1999-09-01 22.483035927833100
1999-10-01 22.277331675472897
1999-11-01 22.088699797816500
1999-12-01 21.903217041054102
2000-01-01 21.545659107947300
2000-02-01 21.462938600629602
2000-03-01 21.212656744762896
2000-04-01 21.166999350361300
2000-05-01 21.187269603163700
2000-06-01 21.219639430567300
2000-07-01 21.289639792416700
2000-08-01 21.287697674537302
2000-09-01 21.671287700655700
2000-10-01 21.419260029056500
2000-11-01 21.405361920253700
2000-12-01 21.877270214913600
2001-01-01 22.367771890560200
2001-02-01 22.449219648252395
2001-03-01 22.855378476693000
2001-04-01 22.700631984282698
2001-05-01 22.792579827868300
2001-06-01 22.920309321157300
2001-07-01 23.266124587052100
2001-08-01 23.401068280812602
2001-09-01 23.471149102992000
2001-10-01 23.151162013220800
2001-11-01 23.404754586750500
2001-12-01 23.542066509351603
2002-01-01 23.588846821292100
2002-02-01 23.958088760110996
2002-03-01 24.204295380501900
2002-04-01 24.321609585918196
2002-05-01 24.501315493334303
2002-06-01 24.535717913719600
2002-07-01 23.579391564469900
2002-08-01 23.402160411366502
2002-09-01 23.356152940524602
2002-10-01 23.565846537192503
2002-11-01 23.567729825535697
2002-12-01 23.883955212214900
2003-01-01 24.403999746191698
2003-02-01 24.481267753149200
2003-03-01 25.251390233603600
2003-04-01 25.927533861957700
2003-05-01 26.504943833016300
2003-06-01 27.076423674282500
2003-07-01 27.252479955522900
2003-08-01 27.460969805807398
2003-09-01 27.554840830213102
2003-10-01 27.766294510133000
2003-11-01 28.015232712968900
2003-12-01 28.107958577199103
2004-01-01 27.713606305692600
2004-02-01 27.795354419529602
2004-03-01 27.380087791065800
2004-04-01 27.321696912254000
2004-05-01 27.321040667821304
2004-06-01 27.441688441391100
2004-07-01 27.738100174501200
2004-08-01 28.091746358065702
2004-09-01 28.633826305887798
2004-10-01 28.797176449775300
2004-11-01 29.040873775847000
2004-12-01 28.937941106977803
2005-01-01 28.720786497144697
2005-02-01 28.506087213129900
2005-03-01 28.493344896345800
2005-04-01 28.600384961429700
2005-05-01 28.617887746133498
2005-06-01 28.505391037861900
2005-07-01 28.933639181651300
2005-08-01 29.138001529926502
2005-09-01 29.100896236643300
2005-10-01 29.369582191027200
2005-11-01 29.481932191339897
2005-12-01 29.500369873987900
2006-01-01 29.811992401713300
2006-02-01 29.821856438879600
2006-03-01 30.085217670017098
2006-04-01 30.157107556795303
2006-05-01 30.307000702506600
2006-06-01 30.145852230691000
2006-07-01 30.304778557950000
2006-08-01 30.585392993162300
2006-09-01 30.891661269211200
2006-10-01 31.061525971893200
2006-11-01 31.346739860097898
2006-12-01 31.685135673617896
2007-01-01 31.906300548947200
2007-02-01 32.427210995463400
2007-03-01 32.552323940727300
2007-04-01 32.612326214065000
2007-05-01 32.674623205226695
2007-06-01 32.759551001525800
2007-07-01 32.973976776325400
2007-08-01 33.051793912104100
2007-09-01 33.287322466566600
2007-10-01 33.172952870718795
2007-11-01 33.739279423441400
2007-12-01 34.090032224488500
2008-01-01 34.481826645328496
2008-02-01 35.125495119181900
2008-03-01 35.616486025136600
2008-04-01 36.469854916240390
2008-05-01 37.028982450757600
2008-06-01 37.429586749096500
2008-07-01 37.663967503147795
2008-08-01 37.958298046696290
2008-09-01 38.204433539096300
2008-10-01 38.383257858899400
2008-11-01 38.733627739229100
2008-12-01 38.789580332021300
2009-01-01 38.840562796747100
2009-02-01 38.787520566427700
2009-03-01 38.982910098461296
2009-04-01 39.168855821724900
2009-05-01 39.105807237712700
2009-06-01 38.975123800143200
2009-07-01 39.428307412505205
2009-08-01 39.710934198121800
2009-09-01 39.199706601785100
2009-10-01 39.634924774733210
2009-11-01 39.552534914483710
2009-12-01 39.804021842279504
2010-01-01 39.468537579017500
2010-02-01 39.351738751465994
2010-03-01 39.371679319660700
2010-04-01 38.990574912457106
2010-05-01 39.102345115962600
2010-06-01 39.218065876468200
2010-07-01 40.186772684098294
2010-08-01 39.821376831718794
2010-09-01 40.025304132906605
2010-10-01 39.982424720643800
2010-11-01 39.867468249951800
2010-12-01 39.712778014331995
2011-01-01 39.696891830362400
2011-02-01 39.419003287954500
2011-03-01 39.258576020234706
2011-04-01 39.215173086582396
2011-05-01 39.195393122265390
2011-06-01 39.086524422915700
2011-07-01 38.795878144762200
2011-08-01 38.791034678457500
2011-09-01 39.065473961798205
2011-10-01 39.129701511764104
2011-11-01 39.362147739162396
2011-12-01 39.624128454068604
2012-01-01 40.145410804844600
2012-02-01 40.591476137417104
2012-03-01 40.944811391314104
2012-04-01 40.613055529437900
2012-05-01 40.772060203467795
2012-06-01 41.078920481072200
2012-07-01 41.040771197188100
2012-08-01 41.311920519223800
2012-09-01 41.443071697770600
2012-10-01 41.250725394647000
2012-11-01 41.420651838218000
2012-12-01 41.317248853678200
2013-01-01 42.320601144483600
2013-02-01 42.776989287543600
2013-03-01 43.038644909994204
2013-04-01 43.588412944436800
2013-05-01 43.949632040184000
2013-06-01 44.393924936770496
2013-07-01 43.872474140360794
2013-08-01 44.222564382572700
2013-09-01 44.335039907910100
2013-10-01 44.649191235466990
2013-11-01 44.839158419912100
2013-12-01 45.082082103132400
2014-01-01 44.419306151575300
2014-02-01 44.692193961565400
2014-03-01 44.842424918689495
2014-04-01 44.976059052177800
2014-05-01 45.161167124071206
2014-06-01 45.441908717776300
2014-07-01 45.778554106141100
2014-08-01 45.807201844175900
2014-09-01 45.600477146818600
2014-10-01 46.109983678718100
2014-11-01 46.554451909398004
2014-12-01 46.224599346121600
2015-01-01 46.841327727035000
2015-02-01 47.123107361408200
2015-03-01 47.434758531096200
2015-04-01 47.694935095566600
2015-05-01 48.003590131879800
2015-06-01 48.293977304119100
2015-07-01 49.203309314497990
2015-08-01 49.289037738487394
2015-09-01 49.656583081320896
2015-10-01 49.841112694782200
2015-11-01 50.063497177464000
2015-12-01 50.174433804439600
2016-01-01 50.353139288085096
2016-02-01 50.540101685410210
2016-03-01 50.828547060631100
2016-04-01 51.440823805390394
2016-05-01 51.455571532603294
2016-06-01 51.449283651766900
2016-07-01 51.407426433605700
2016-08-01 51.333123480603000
2016-09-01 51.851213274679790
2016-10-01 52.978781330853300
2016-11-01 52.717122908394900
2016-12-01 53.154162872019704
2017-01-01 53.061090566992400
2017-02-01 53.233371395695290
2017-03-01 53.426008532369394
2017-04-01 53.299576177916200
2017-05-01 53.630993563574100
2017-06-01 53.871693047984400
2017-07-01 53.921392503515800
2017-08-01 53.958634217227500
2017-09-01 54.635505134282894
2017-10-01 54.749900941935900
2017-11-01 54.821416668631400
2017-12-01 55.063155551406300
2018-01-01 55.063355848466700
2018-02-01 55.310784703631704
2018-03-01 55.525836340456000
2018-04-01 55.435764085076705
2018-05-01 55.589393692746800
2018-06-01 55.792315217602300
2018-07-01 55.695521718217000
2018-08-01 56.081765251463790
2018-09-01 56.124563735771210
2018-10-01 56.151753512512290
2018-11-01 56.173501355302110
2018-12-01 56.182140387395600
2019-01-01 56.659300286168005
2019-02-01 56.879709567546300
2019-03-01 57.111367881292800
2019-04-01 57.431079861240500
2019-05-01 57.749190577240500
2019-06-01 57.712666235043900
2019-07-01 58.253392360134704
2019-08-01 58.528175283697300
2019-09-01 58.840332589990204
2019-10-01 58.177555248527405
2019-11-01 58.925049571679104
2019-12-01 59.019143983259404
2020-01-01 59.332909272756204
2020-02-01 59.545302706338300
2020-03-01 59.587294357542800
2020-04-01 55.189898824598890
2020-05-01 55.477731105691010
2020-06-01 56.150005348902290
2020-07-01 56.324067268153600
2020-08-01 56.798360125051700
2020-09-01 57.035114494180200
2020-10-01 57.346978255858495
2020-11-01 57.604411235271904
2020-12-01 57.774959427725200
2021-01-01 57.702499899604504
2021-02-01 57.927872293074600
2021-03-01 58.258946641284105
2021-04-01 58.812909870516210
2021-05-01 59.094169374092800
2021-06-01 59.284175325974200
2021-07-01 59.992426282797100
2021-08-01 60.129145306272704
2021-09-01 60.354775703012900
2021-10-01 61.115833647972600
2021-11-01 61.454555880065900
2021-12-01 62.191111410825100
2022-01-01 62.755101143429300
2022-02-01 63.697200719405790
2022-03-01 64.582512739937100
2022-04-01 63.029619368123290
2022-05-01 63.579637976452700
2022-06-01 63.717693636928200
2022-07-01 64.079533626926600
2022-08-01 64.381338155585610
2022-09-01 64.989322743173500
2022-10-01 65.089718866248200
2022-11-01 65.406996700597400
2022-12-01 65.705324155394300
2023-01-01 66.111225938979400
2023-02-01 66.472233719360400
2023-03-01 67.001228105626500
2023-04-01 67.866727134615200
2023-05-01 68.672697435323300
2023-06-01 69.138006155099790
2023-07-01 69.622592793664510
2023-08-01 70.032983379574600
2023-09-01 70.397175435506500
2023-10-01 71.554060315322590
2023-11-01 73.140390637961600
2023-12-01 73.612994340000800
2024-01-01 74.649083870934400
2024-02-01 74.638220267855800
2024-03-01 76.003430853198000
2024-04-01 76.895572850028200
2024-05-01 76.841169785149090
2024-06-01 77.561518235044590
2024-07-01 78.097272851628290
2024-08-01 79.394480730960100
2024-09-01 79.042658562267190
2024-10-01 79.012433295336590
2024-11-01 78.855985249447800

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