Federal Reserve Economic Data

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

Title All Employees: Education and Health Services: Health Care and Social Assistance in Oakland-Hayward-Berkeley, CA (MD)
Series ID SMU06360846562000001SA
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 79.03698436993370
1990-02-01 79.11949965544929
1990-03-01 79.47239722674690
1990-04-01 80.35136445795379
1990-05-01 80.89651128642520
1990-06-01 81.42993605947079
1990-07-01 82.29202805361580
1990-08-01 83.41358045948700
1990-09-01 83.65868192525359
1990-10-01 83.67619573992009
1990-11-01 83.85167154914500
1990-12-01 84.32423514249560
1991-01-01 83.25131331972370
1991-02-01 84.29363024378459
1991-03-01 83.71268434477830
1991-04-01 85.48993130056490
1991-05-01 85.70537632139820
1991-06-01 85.78675105981050
1991-07-01 86.21064880741030
1991-08-01 86.32696777578421
1991-09-01 85.85120198446610
1991-10-01 87.72037485546010
1991-11-01 87.17123668461349
1991-12-01 87.46465474419470
1992-01-01 87.46744747849520
1992-02-01 87.91736533165009
1992-03-01 87.78105923307480
1992-04-01 88.27300948870520
1992-05-01 88.32826701416978
1992-06-01 88.30402390126541
1992-07-01 89.03137392829760
1992-08-01 88.15898735898001
1992-09-01 87.85274755196501
1992-10-01 89.07398667612770
1992-11-01 89.11276282793550
1992-12-01 89.43420499585750
1993-01-01 90.08470395431259
1993-02-01 89.82019906486040
1993-03-01 89.64765423754369
1993-04-01 89.54683084831690
1993-05-01 89.71286013046871
1993-06-01 90.06812818233570
1993-07-01 90.16995595644511
1993-08-01 90.42003874209570
1993-09-01 90.65774927596290
1993-10-01 90.72988972370929
1993-11-01 90.98746658927031
1993-12-01 91.52860359759930
1994-01-01 90.09539053498979
1994-02-01 90.06374793830800
1994-03-01 90.20574389072710
1994-04-01 89.67848029449850
1994-05-01 89.74876944431150
1994-06-01 89.81236083439140
1994-07-01 89.72804455430600
1994-08-01 89.88793917545910
1994-09-01 89.89426178888269
1994-10-01 89.58104662792499
1994-11-01 89.74395256341280
1994-12-01 90.07342337183040
1995-01-01 91.24174613526822
1995-02-01 91.46407157796591
1995-03-01 91.50331113845960
1995-04-01 91.03626542094210
1995-05-01 90.93661208007130
1995-06-01 91.27236555562970
1995-07-01 91.89768798694980
1995-08-01 92.26007445953292
1995-09-01 92.83920350951910
1995-10-01 92.03967574767880
1995-11-01 92.10610703734551
1995-12-01 92.40308655022600
1996-01-01 92.68382625443441
1996-02-01 92.68053980572729
1996-03-01 92.52438672551871
1996-04-01 93.05641640940641
1996-05-01 93.45049586289530
1996-06-01 93.70220731665741
1996-07-01 93.44626633280649
1996-08-01 93.39456418831970
1996-09-01 92.98716738230742
1996-10-01 94.40138834999290
1996-11-01 94.43775206872459
1996-12-01 94.34881678064310
1997-01-01 93.43833870581720
1997-02-01 94.17914360968180
1997-03-01 95.71304937204290
1997-04-01 96.66567102396040
1997-05-01 96.78813916610692
1997-06-01 96.69075123843790
1997-07-01 95.99137583215081
1997-08-01 95.71683525834210
1997-09-01 95.62255816702870
1997-10-01 96.02631360219910
1997-11-01 96.13999147317900
1997-12-01 96.44898085271540
1998-01-01 99.90736946023740
1998-02-01 100.15518933324900
1998-03-01 100.60698347054300
1998-04-01 101.23737514370600
1998-05-01 101.58244478986900
1998-06-01 101.94438794522199
1998-07-01 102.63235613927300
1998-08-01 103.15818028490200
1998-09-01 103.24044682642099
1998-10-01 104.76890391846300
1998-11-01 105.53678221414800
1998-12-01 105.80556589874200
1999-01-01 107.13091277642100
1999-02-01 107.14536260292000
1999-03-01 106.82276663324700
1999-04-01 105.65013603839900
1999-05-01 106.02298820701300
1999-06-01 106.34716444433501
1999-07-01 106.73789898486400
1999-08-01 106.69076347610901
1999-09-01 106.71812065745400
1999-10-01 105.74508155096399
1999-11-01 105.60100974526900
1999-12-01 105.50278491784701
2000-01-01 105.09117609231501
2000-02-01 105.17383112919400
2000-03-01 104.92850458296301
2000-04-01 105.20251172199700
2000-05-01 105.39432012134000
2000-06-01 105.47242725552601
2000-07-01 105.39251331827600
2000-08-01 105.56514449895799
2000-09-01 106.07558623797800
2000-10-01 106.40371051666800
2000-11-01 106.95952564143299
2000-12-01 107.90553223450000
2001-01-01 105.49636981152200
2001-02-01 106.06940649171801
2001-03-01 106.46824058613100
2001-04-01 106.22544480224899
2001-05-01 106.90390856709499
2001-06-01 107.00321894086399
2001-07-01 109.07322666073999
2001-08-01 109.01000733929500
2001-09-01 108.94503563092400
2001-10-01 109.83816363569700
2001-11-01 110.00047532691200
2001-12-01 110.32943475560900
2002-01-01 110.61537172534700
2002-02-01 111.31812302138500
2002-03-01 112.09826056666300
2002-04-01 108.53136138589001
2002-05-01 108.57061328780400
2002-06-01 108.21147436151900
2002-07-01 110.84323186555800
2002-08-01 109.93466006630800
2002-09-01 109.87341361086100
2002-10-01 109.62522200283300
2002-11-01 109.70643576107700
2002-12-01 109.47630475500200
2003-01-01 110.55266428359800
2003-02-01 110.96442097258699
2003-03-01 111.64595473735900
2003-04-01 113.09150762139700
2003-05-01 114.01744611460100
2003-06-01 114.49047471190201
2003-07-01 114.54660726291300
2003-08-01 114.65575102916700
2003-09-01 114.91719814618999
2003-10-01 115.23526772484900
2003-11-01 115.71938478152100
2003-12-01 115.82701046957001
2004-01-01 115.34067744750300
2004-02-01 115.22316216864500
2004-03-01 114.56676929695999
2004-04-01 115.16100310367001
2004-05-01 115.29803109895701
2004-06-01 115.62582386281600
2004-07-01 115.34329067848499
2004-08-01 115.46080705112000
2004-09-01 115.77771389026800
2004-10-01 116.65569719086900
2004-11-01 116.13188439067400
2004-12-01 116.28654551330500
2005-01-01 116.15762236083300
2005-02-01 115.99665784865299
2005-03-01 115.75672007835400
2005-04-01 115.63581291497600
2005-05-01 115.58443526321200
2005-06-01 115.48643473650600
2005-07-01 116.98356692864300
2005-08-01 117.09412681119000
2005-09-01 117.32381742622700
2005-10-01 118.41047302741800
2005-11-01 118.08431825817499
2005-12-01 118.12461794344000
2006-01-01 118.95618839778200
2006-02-01 119.02822809217600
2006-03-01 119.69341947151800
2006-04-01 120.41821341691500
2006-05-01 120.85770700656900
2006-06-01 121.21000077207800
2006-07-01 121.10185975653400
2006-08-01 121.59755471985001
2006-09-01 122.20365177614300
2006-10-01 122.55222071469900
2006-11-01 122.85730436919500
2006-12-01 123.36451193295700
2007-01-01 123.66291660039800
2007-02-01 124.79266134365801
2007-03-01 125.37543230856600
2007-04-01 124.59586718506800
2007-05-01 124.83040071969900
2007-06-01 125.93443807151800
2007-07-01 125.74236153541500
2007-08-01 125.88014774077699
2007-09-01 126.36277705784799
2007-10-01 126.99769793419901
2007-11-01 127.76428598831500
2007-12-01 128.41235912316000
2008-01-01 129.08639735698200
2008-02-01 129.96869447115000
2008-03-01 130.34125773657300
2008-04-01 131.47056015053200
2008-05-01 132.18536921266700
2008-06-01 132.62612874614100
2008-07-01 133.18381535525600
2008-08-01 133.87561784287400
2008-09-01 134.12444401178700
2008-10-01 134.04248126041100
2008-11-01 134.57944025284300
2008-12-01 134.86428866929300
2009-01-01 135.02179089264098
2009-02-01 134.96779034555598
2009-03-01 134.78315589922300
2009-04-01 136.46594341000700
2009-05-01 136.47627059802100
2009-06-01 136.44329632657698
2009-07-01 137.35003642129100
2009-08-01 137.64634007925000
2009-09-01 137.83983857571000
2009-10-01 138.50928841075700
2009-11-01 138.49938381240500
2009-12-01 138.85198892843800
2010-01-01 138.85793921223302
2010-02-01 138.55838812963700
2010-03-01 138.92700574682200
2010-04-01 138.47300892410000
2010-05-01 138.50481834429900
2010-06-01 138.32990439342200
2010-07-01 139.01372758144900
2010-08-01 138.27495747806500
2010-09-01 138.35648664126100
2010-10-01 138.78211741927900
2010-11-01 138.48977308141900
2010-12-01 138.27859627750600
2011-01-01 138.09882956974300
2011-02-01 137.95250310045700
2011-03-01 137.67507975076700
2011-04-01 137.79942441627800
2011-05-01 137.76443338177700
2011-06-01 137.77940983640102
2011-07-01 137.58818602604998
2011-08-01 137.66320584278500
2011-09-01 138.48656763085700
2011-10-01 138.45602428349800
2011-11-01 138.82332714093000
2011-12-01 139.10577322531400
2012-01-01 140.59053181105800
2012-02-01 141.32364872628900
2012-03-01 142.05822716205600
2012-04-01 142.12904037541202
2012-05-01 142.41024349268800
2012-06-01 143.33587979138100
2012-07-01 143.67312869448298
2012-08-01 144.06545409382400
2012-09-01 144.45417489071800
2012-10-01 144.20800554798998
2012-11-01 144.40327943594500
2012-12-01 144.66578494452200
2013-01-01 145.51721512377200
2013-02-01 146.21607609791300
2013-03-01 146.56425611139300
2013-04-01 147.37713200306200
2013-05-01 147.86988163666800
2013-06-01 148.22729823403100
2013-07-01 148.12487826379100
2013-08-01 148.75254194518300
2013-09-01 148.72128473744600
2013-10-01 148.93068440313500
2013-11-01 149.45429991829700
2013-12-01 149.49552529403700
2014-01-01 149.14778205739700
2014-02-01 149.23176935812000
2014-03-01 149.48072901199302
2014-04-01 149.55058234614600
2014-05-01 149.73220758507800
2014-06-01 149.95547236402598
2014-07-01 150.25108288150200
2014-08-01 150.87107821961100
2014-09-01 150.77523911021402
2014-10-01 151.42718348786698
2014-11-01 152.31725146877400
2014-12-01 152.36989789289900
2015-01-01 153.18257891309298
2015-02-01 153.57230689799601
2015-03-01 153.73897387293200
2015-04-01 154.64868329491898
2015-05-01 155.43137245344900
2015-06-01 155.88612473011000
2015-07-01 157.11656624031400
2015-08-01 157.30690504320200
2015-09-01 157.93439768114500
2015-10-01 158.80476109030400
2015-11-01 159.07920908528200
2015-12-01 159.85083668650300
2016-01-01 159.69665185341998
2016-02-01 159.97880310017300
2016-03-01 160.35804317580200
2016-04-01 161.95516931230900
2016-05-01 162.02487641910400
2016-06-01 161.64147900462999
2016-07-01 163.19254020242700
2016-08-01 162.96104874740700
2016-09-01 164.44170051987900
2016-10-01 165.33279332638600
2016-11-01 165.37799862478002
2016-12-01 166.07308063130400
2017-01-01 166.26205404620800
2017-02-01 166.83601729120400
2017-03-01 167.87476450865300
2017-04-01 167.43384545304700
2017-05-01 167.82515435556800
2017-06-01 168.41271324433200
2017-07-01 168.38376378877200
2017-08-01 168.27940420786900
2017-09-01 169.03629159917500
2017-10-01 169.10049474409100
2017-11-01 169.31921013347701
2017-12-01 169.86650326457900
2018-01-01 169.91434592868800
2018-02-01 170.04297765579400
2018-03-01 170.43664055151500
2018-04-01 170.32841212309300
2018-05-01 170.17440345963400
2018-06-01 171.01989475422500
2018-07-01 170.43163926536300
2018-08-01 171.32332671135800
2018-09-01 171.24105665215300
2018-10-01 171.31019981430902
2018-11-01 171.86681126219600
2018-12-01 171.96707853598800
2019-01-01 172.57274847380100
2019-02-01 173.02877353122200
2019-03-01 173.85252390706400
2019-04-01 173.44530989480900
2019-05-01 173.99289063131800
2019-06-01 173.84869608965400
2019-07-01 174.49554060350400
2019-08-01 175.04399228104802
2019-09-01 175.19196878055900
2019-10-01 174.30741320975102
2019-11-01 175.69987517941600
2019-12-01 175.69436105105400
2020-01-01 176.84953830028400
2020-02-01 177.13182617763900
2020-03-01 176.51316840169500
2020-04-01 159.22004939708900
2020-05-01 161.92419891712200
2020-06-01 167.27583660390400
2020-07-01 168.53829767573100
2020-08-01 169.78505505324700
2020-09-01 170.51181880042300
2020-10-01 171.92258590613900
2020-11-01 172.49207468942700
2020-12-01 173.45602560365100
2021-01-01 173.60424799935200
2021-02-01 174.49287087463800
2021-03-01 175.11790441817902
2021-04-01 176.56123834665001
2021-05-01 176.73697167370400
2021-06-01 177.09471697263302
2021-07-01 177.86677506747800
2021-08-01 177.44744688817698
2021-09-01 177.18256870800400
2021-10-01 179.78290606509398
2021-11-01 179.97667291280100
2021-12-01 180.85628826812803
2022-01-01 181.02985444919997
2022-02-01 181.80904198445500
2022-03-01 183.45549001393400
2022-04-01 181.12317537000400
2022-05-01 181.82810228451100
2022-06-01 181.92001958502900
2022-07-01 182.34006420304598
2022-08-01 183.33080250790502
2022-09-01 184.03743805519002
2022-10-01 184.68976552735500
2022-11-01 185.40848404540700
2022-12-01 185.85490469366200
2023-01-01 187.25508069358798
2023-02-01 188.24965091981701
2023-03-01 189.23978141344398
2023-04-01 190.72618929011298
2023-05-01 192.25204350204700
2023-06-01 193.10157612127998
2023-07-01 193.99773667167600
2023-08-01 194.86266934779300
2023-09-01 196.00204142090698
2023-10-01 196.98850251987300
2023-11-01 198.11339779095200
2023-12-01 199.03304579545200
2024-01-01 200.09893737315800
2024-02-01 200.49756373763100
2024-03-01 201.67288176060399
2024-04-01 202.67966975826198
2024-05-01 203.16642032857300
2024-06-01 204.17218123923402
2024-07-01 204.95104718958100
2024-08-01 206.47989574397700
2024-09-01 205.84400238978100
2024-10-01 206.21830307529999
2024-11-01 206.52467329163397

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