Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Education and Health Services in San Francisco-Oakland-Hayward, CA (MSA)

Title All Employees: Education and Health Services: Private Education and Health Services in San Francisco-Oakland-Hayward, CA (MSA)
Series ID SANF806EDUH
Source U.S. Bureau of Labor Statistics
Release State Employment and Unemployment
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2024-12-01
Last Updated 2025-01-29 6:20 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
1990-01-01 180.05992029546200
1990-02-01 179.82723511463000
1990-03-01 180.36017576278400
1990-04-01 182.48558703107497
1990-05-01 181.40227215702498
1990-06-01 182.99771570585997
1990-07-01 182.77972184761398
1990-08-01 184.98871744335100
1990-09-01 185.35223558085500
1990-10-01 186.11049326148898
1990-11-01 187.01918084333100
1990-12-01 187.10035014960300
1991-01-01 184.44320693450200
1991-02-01 185.10613387567200
1991-03-01 184.86190929070202
1991-04-01 185.98468667926700
1991-05-01 186.85092792535000
1991-06-01 187.42218015469400
1991-07-01 188.64486449645100
1991-08-01 189.19772656054900
1991-09-01 188.84183124364800
1991-10-01 191.57067169280800
1991-11-01 191.04900034292800
1991-12-01 191.18648782655200
1992-01-01 190.92274102975102
1992-02-01 191.02007223589803
1992-03-01 191.56037181497300
1992-04-01 191.97500225507400
1992-05-01 191.68724037110698
1992-06-01 191.21460614692000
1992-07-01 191.75911132683600
1992-08-01 191.55794266062500
1992-09-01 191.18397417819000
1992-10-01 191.89514062438500
1992-11-01 191.68245022205397
1992-12-01 192.40745675436000
1993-01-01 194.18583972425202
1993-02-01 193.47978240222100
1993-03-01 193.38774467779800
1993-04-01 192.93048357555300
1993-05-01 193.19040243488300
1993-06-01 193.69152283523400
1993-07-01 194.20327295567800
1993-08-01 194.37244732826198
1993-09-01 194.68693632069800
1993-10-01 194.56817016188702
1993-11-01 194.57924358402100
1993-12-01 195.56231492620898
1994-01-01 194.56782668253900
1994-02-01 194.07574319204800
1994-03-01 194.50482810658002
1994-04-01 194.33597236227000
1994-05-01 194.49417051693100
1994-06-01 193.92436715979300
1994-07-01 193.63982420206900
1994-08-01 193.70085531763500
1994-09-01 194.50012871414500
1994-10-01 194.86173951426898
1994-11-01 195.57175544699300
1994-12-01 196.29365562917700
1995-01-01 196.06484595870800
1995-02-01 197.07611076921200
1995-03-01 197.07021406382702
1995-04-01 197.14711304449900
1995-05-01 197.75176370516700
1995-06-01 199.22144407718602
1995-07-01 199.11672352888198
1995-08-01 200.51176907702500
1995-09-01 201.34608948289298
1995-10-01 200.21783619684500
1995-11-01 201.08316919422200
1995-12-01 201.13616692895900
1996-01-01 200.90633517824700
1996-02-01 200.84857577687697
1996-03-01 201.87706699582900
1996-04-01 202.11929654289298
1996-05-01 202.48764524721900
1996-06-01 202.88129369244400
1996-07-01 202.56622507256802
1996-08-01 202.32457772609200
1996-09-01 201.89728389505100
1996-10-01 202.38468570838000
1996-11-01 202.81492933739000
1996-12-01 204.13156965338402
1997-01-01 205.52602438019100
1997-02-01 206.45881062331600
1997-03-01 207.64675163113000
1997-04-01 209.30844132404000
1997-05-01 212.41556808325802
1997-06-01 210.43770578264701
1997-07-01 211.21696419241698
1997-08-01 208.91597333678300
1997-09-01 210.38542417153300
1997-10-01 214.47050745192600
1997-11-01 213.73348553477300
1997-12-01 213.62004631031000
1998-01-01 218.43433709585900
1998-02-01 219.17265660724500
1998-03-01 219.10315155157200
1998-04-01 220.50953318842700
1998-05-01 223.20124212461300
1998-06-01 221.55426153199002
1998-07-01 221.74151087181900
1998-08-01 221.38087021604700
1998-09-01 223.16944040999098
1998-10-01 226.66230244133700
1998-11-01 225.66074231521200
1998-12-01 226.30371208279900
1999-01-01 228.41939229823700
1999-02-01 228.96535569856300
1999-03-01 228.77865395510602
1999-04-01 227.05752168441300
1999-05-01 227.04339363346600
1999-06-01 227.66960280559000
1999-07-01 228.14420949950198
1999-08-01 227.94166594783600
1999-09-01 228.61378906225300
1999-10-01 227.55683095341300
1999-11-01 227.00079282779400
1999-12-01 227.32657799530497
2000-01-01 226.35917320020400
2000-02-01 226.71050808718300
2000-03-01 226.67509536376900
2000-04-01 221.10563575671200
2000-05-01 221.32826302476400
2000-06-01 221.43639218092800
2000-07-01 221.95297986768500
2000-08-01 222.49066849140500
2000-09-01 223.24566010255400
2000-10-01 223.57817306046700
2000-11-01 224.63465846560500
2000-12-01 226.54493244645400
2001-01-01 223.38005792729000
2001-02-01 224.41069674722500
2001-03-01 225.89761801270100
2001-04-01 225.62573490113900
2001-05-01 226.95827711437300
2001-06-01 227.77535519611098
2001-07-01 229.11289580178000
2001-08-01 230.55097599043202
2001-09-01 230.75059938032200
2001-10-01 231.42063121151799
2001-11-01 232.15908697793100
2001-12-01 233.16089190411202
2002-01-01 233.13724463595200
2002-02-01 233.31318129467700
2002-03-01 234.48539172429200
2002-04-01 230.48542856817102
2002-05-01 231.38950808903198
2002-06-01 230.36120722311000
2002-07-01 232.67939245130700
2002-08-01 232.95594833909598
2002-09-01 232.98442148516202
2002-10-01 234.37636643766900
2002-11-01 234.94851318592097
2002-12-01 235.10478369358300
2003-01-01 236.67067937239898
2003-02-01 238.00272123457000
2003-03-01 238.72583615943000
2003-04-01 241.90243266694500
2003-05-01 242.85448144652000
2003-06-01 243.80866859787997
2003-07-01 244.43306889825402
2003-08-01 244.70729078925700
2003-09-01 244.93041772898500
2003-10-01 244.59325724400900
2003-11-01 245.08162433389703
2003-12-01 245.81714298768003
2004-01-01 246.92526811099202
2004-02-01 247.12728159630300
2004-03-01 246.97726382090500
2004-04-01 246.71983928670898
2004-05-01 246.48067468657200
2004-06-01 247.26646072168000
2004-07-01 246.88376444634000
2004-08-01 247.77733053502600
2004-09-01 248.50064820730000
2004-10-01 249.42071714982900
2004-11-01 249.82299126645700
2004-12-01 250.31201849821500
2005-01-01 248.94880148470500
2005-02-01 249.92908748995800
2005-03-01 250.01785578887700
2005-04-01 249.25004196923900
2005-05-01 249.92313842345100
2005-06-01 249.84489704725000
2005-07-01 251.05815735736400
2005-08-01 252.01862450462897
2005-09-01 252.66624722669100
2005-10-01 253.32660206402800
2005-11-01 253.80773954117100
2005-12-01 254.23778743700902
2006-01-01 255.01663648909198
2006-02-01 255.41823970340500
2006-03-01 256.33375020234700
2006-04-01 257.69186472416700
2006-05-01 258.61458290313400
2006-06-01 259.47084815414700
2006-07-01 259.46406424403400
2006-08-01 260.40274693458200
2006-09-01 261.45735807350900
2006-10-01 261.71849481168100
2006-11-01 262.36619895135300
2006-12-01 263.30583413664300
2007-01-01 263.60298746574200
2007-02-01 265.62326197393700
2007-03-01 267.34458335375800
2007-04-01 264.64661231529000
2007-05-01 265.96252086488500
2007-06-01 268.40246628497200
2007-07-01 268.00547063489200
2007-08-01 268.04229304491500
2007-09-01 268.64170881220600
2007-10-01 270.01153495308700
2007-11-01 271.47806642861303
2007-12-01 271.89481522631000
2008-01-01 273.19146142801400
2008-02-01 275.38888736021100
2008-03-01 276.63335269914700
2008-04-01 279.21055161876800
2008-05-01 281.13110557653400
2008-06-01 280.96619156632200
2008-07-01 283.44740009643100
2008-08-01 285.11292195147300
2008-09-01 286.38752726724800
2008-10-01 287.58381705239700
2008-11-01 288.56784426919200
2008-12-01 289.79582227696700
2009-01-01 290.08789748927103
2009-02-01 289.22316693747103
2009-03-01 289.61193596503600
2009-04-01 290.03490828516203
2009-05-01 290.35493742471400
2009-06-01 290.81154339374600
2009-07-01 290.64955637046796
2009-08-01 290.39071541917303
2009-09-01 290.52439828318500
2009-10-01 290.90120858700000
2009-11-01 291.00414380426300
2009-12-01 291.52087593218200
2010-01-01 293.30605073618597
2010-02-01 290.87298632561200
2010-03-01 291.75741816496000
2010-04-01 291.54512680740100
2010-05-01 292.07272218690600
2010-06-01 292.41459579732000
2010-07-01 293.65564380953600
2010-08-01 291.79136823369500
2010-09-01 293.39595297099500
2010-10-01 293.37427347012700
2010-11-01 292.87470578345904
2010-12-01 292.99294964420100
2011-01-01 295.13148935694300
2011-02-01 292.98282362142896
2011-03-01 292.50039796178197
2011-04-01 292.79503337696700
2011-05-01 292.35990748537000
2011-06-01 291.43682332299900
2011-07-01 291.85961204311400
2011-08-01 292.08915898971400
2011-09-01 295.05518316992100
2011-10-01 295.11309222124700
2011-11-01 295.38795964751300
2011-12-01 295.88919082725500
2012-01-01 296.79707998515000
2012-02-01 298.80946238760400
2012-03-01 300.26946939723100
2012-04-01 301.10154681695600
2012-05-01 301.95326341407100
2012-06-01 303.26487695289904
2012-07-01 304.44671290146100
2012-08-01 305.56783708320400
2012-09-01 306.13892944929296
2012-10-01 305.53981115501700
2012-11-01 306.51538893540400
2012-12-01 308.00565263645600
2013-01-01 307.69337686181500
2013-02-01 310.22263902937400
2013-03-01 311.60799407005900
2013-04-01 311.79216576404497
2013-05-01 313.52285847966400
2013-06-01 313.88749256536596
2013-07-01 313.76593606518800
2013-08-01 314.88479329703400
2013-09-01 314.26840591002200
2013-10-01 315.00994377271100
2013-11-01 316.24716901728200
2013-12-01 316.48616310935700
2014-01-01 314.97939678774600
2014-02-01 316.79359815835096
2014-03-01 317.00641805054100
2014-04-01 317.95293943973500
2014-05-01 318.11607416324500
2014-06-01 318.63580284157400
2014-07-01 318.64107518662996
2014-08-01 319.07578110076500
2014-09-01 319.73489117411400
2014-10-01 320.42481612414100
2014-11-01 321.71936988915600
2014-12-01 321.56091576221900
2015-01-01 323.96975604054000
2015-02-01 323.87485286477903
2015-03-01 323.97837718888303
2015-04-01 325.35000556027400
2015-05-01 326.15757307077300
2015-06-01 327.79275512907503
2015-07-01 331.15891247688000
2015-08-01 330.89114673948103
2015-09-01 331.20475663925900
2015-10-01 332.46634943111900
2015-11-01 332.90199341707597
2015-12-01 333.81315689611300
2016-01-01 333.56376890605000
2016-02-01 334.09700640259700
2016-03-01 335.21847656032600
2016-04-01 337.33890134065700
2016-05-01 337.94516022804000
2016-06-01 338.42334170033297
2016-07-01 341.90037960172197
2016-08-01 340.69521108619000
2016-09-01 343.03511161696300
2016-10-01 344.88426657433100
2016-11-01 344.82146259641996
2016-12-01 346.17182009858300
2017-01-01 345.62633303710000
2017-02-01 347.04602922240304
2017-03-01 348.89219313539600
2017-04-01 347.14289273407700
2017-05-01 348.11384522815200
2017-06-01 348.91466776947400
2017-07-01 347.59391249859100
2017-08-01 347.83718923498805
2017-09-01 350.05835905159400
2017-10-01 349.41338574204300
2017-11-01 349.98595745893203
2017-12-01 350.91056575509600
2018-01-01 351.27184233928597
2018-02-01 352.33764245966006
2018-03-01 354.20731446178700
2018-04-01 352.55242072309900
2018-05-01 352.62951482821000
2018-06-01 355.02864158904197
2018-07-01 353.63294492110396
2018-08-01 355.03511032350600
2018-09-01 354.18274494435200
2018-10-01 355.73245920333400
2018-11-01 356.73559372019700
2018-12-01 356.59052252548800
2019-01-01 359.13956758676300
2019-02-01 360.28325724232300
2019-03-01 362.32557186369905
2019-04-01 364.05563130141500
2019-05-01 365.10547602309600
2019-06-01 365.27103606347300
2019-07-01 367.24864753753100
2019-08-01 368.07735031576800
2019-09-01 368.41260880738600
2019-10-01 367.48863191283300
2019-11-01 369.31906189916000
2019-12-01 369.65299391532204
2020-01-01 372.09621324007895
2020-02-01 372.78288905514506
2020-03-01 371.43851195906996
2020-04-01 329.88136232029100
2020-05-01 334.37691121113800
2020-06-01 345.00030804176100
2020-07-01 346.72058594624200
2020-08-01 349.01272499077600
2020-09-01 349.97114903276700
2020-10-01 352.58933336558700
2020-11-01 353.25015216875100
2020-12-01 355.72116170383400
2021-01-01 355.75339242338896
2021-02-01 356.50524428159696
2021-03-01 357.60756629409104
2021-04-01 361.08765918925303
2021-05-01 362.25264494524004
2021-06-01 363.54621159236800
2021-07-01 366.68985441668100
2021-08-01 366.52560157131300
2021-09-01 366.29543727728696
2021-10-01 371.02473575910795
2021-11-01 371.71100499336200
2021-12-01 373.03924348573196
2022-01-01 373.02434615293400
2022-02-01 375.24796350860500
2022-03-01 378.67859398317495
2022-04-01 375.01814203338995
2022-05-01 375.43957419236800
2022-06-01 376.07477670620005
2022-07-01 376.44879890779000
2022-08-01 378.00677791726100
2022-09-01 379.58102440010300
2022-10-01 379.77401604850996
2022-11-01 380.98789351443605
2022-12-01 381.70540416975700
2023-01-01 384.86107869846200
2023-02-01 386.18349734581300
2023-03-01 387.81208274124700
2023-04-01 390.17357984888200
2023-05-01 392.11216897425900
2023-06-01 394.37549451819400
2023-07-01 394.65874895455100
2023-08-01 396.41452577907700
2023-09-01 398.76097551087900
2023-10-01 400.25707194724000
2023-11-01 401.76922742382004
2023-12-01 407.46346555436895
2024-01-01 407.30195463268700
2024-02-01 406.96866864090200
2024-03-01 408.94329645427800
2024-04-01 410.37279543777197
2024-05-01 410.69228124388900
2024-06-01 411.75953896753197
2024-07-01 414.21200553952600
2024-08-01 414.87162857276900
2024-09-01 413.79626149295300
2024-10-01 414.53430487743300
2024-11-01 414.81765920721400
2024-12-01 414.81798129398400

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