Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Educational Services in San Francisco-Redwood City-South San Francisco, CA (MD)

Title All Employees: Education and Health Services: Private Educational Services in San Francisco-Redwood City-South San Francisco, CA (MD)
Series ID SMU06418846561000001SA
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 5:58 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 15.219709566161600
1990-02-01 14.464260261213301
1990-03-01 14.349680639683001
1990-04-01 14.527512210839697
1990-05-01 14.164604347552700
1990-06-01 14.670566175255100
1990-07-01 14.874744287088802
1990-08-01 15.029709835609200
1990-09-01 14.717046025206402
1990-10-01 14.988201374866900
1990-11-01 15.054464656945300
1990-12-01 15.104319478382301
1991-01-01 13.252258882007101
1991-02-01 13.202987139515700
1991-03-01 13.127657135084698
1991-04-01 12.788716856888799
1991-05-01 12.827237638491900
1991-06-01 12.589742644914802
1991-07-01 12.884400978769600
1991-08-01 12.746865011076801
1991-09-01 12.523338691424199
1991-10-01 13.065824798211400
1991-11-01 12.937347248905000
1991-12-01 12.988123186968400
1992-01-01 12.756004562202802
1992-02-01 12.838240881803902
1992-03-01 13.066233748413300
1992-04-01 12.972194157337900
1992-05-01 12.929722325187099
1992-06-01 12.964366813505000
1992-07-01 12.645286403153200
1992-08-01 12.605006267920000
1992-09-01 12.807834406620400
1992-10-01 12.589383296785100
1992-11-01 12.730500330081300
1992-12-01 12.802616490544000
1993-01-01 13.424763298942500
1993-02-01 13.071350438121100
1993-03-01 13.104267059217598
1993-04-01 13.347575805462100
1993-05-01 13.424722721018600
1993-06-01 13.312004219639098
1993-07-01 13.382440921955700
1993-08-01 13.455674643755500
1993-09-01 13.515072278140302
1993-10-01 13.483625641977302
1993-11-01 13.370359865903900
1993-12-01 13.390054783037100
1994-01-01 13.341029351465302
1994-02-01 13.787203889287300
1994-03-01 13.432153408936601
1994-04-01 13.544462102404700
1994-05-01 13.536093164369198
1994-06-01 13.682318304811100
1994-07-01 13.326603912822002
1994-08-01 13.852830150274100
1994-09-01 13.847928860944900
1994-10-01 13.891339576435600
1994-11-01 13.917615266217698
1994-12-01 13.994750739814698
1995-01-01 13.964317485102600
1995-02-01 13.883164220417800
1995-03-01 13.941013933796599
1995-04-01 14.227254748627300
1995-05-01 14.318250331247098
1995-06-01 14.711656006292500
1995-07-01 14.786725380020302
1995-08-01 14.925849821617401
1995-09-01 15.112743320000998
1995-10-01 15.154712725405600
1995-11-01 15.313212590960400
1995-12-01 15.368179331321098
1996-01-01 15.413348288150802
1996-02-01 15.527198355348000
1996-03-01 15.685764842425100
1996-04-01 15.590109513058600
1996-05-01 15.586166046149799
1996-06-01 15.817429293900199
1996-07-01 15.570338609774900
1996-08-01 15.567813274464200
1996-09-01 15.168205658841400
1996-10-01 15.140016996219700
1996-11-01 15.396501534833300
1996-12-01 15.291244209045699
1997-01-01 15.193035713852401
1997-02-01 15.177649162817199
1997-03-01 15.268588833220901
1997-04-01 16.753865980444697
1997-05-01 17.070015839362600
1997-06-01 16.659034491029800
1997-07-01 18.073968857715897
1997-08-01 17.417774791288900
1997-09-01 17.230169866297500
1997-10-01 18.698677074072897
1997-11-01 18.060371137905300
1997-12-01 18.105684054308600
1998-01-01 18.964638397384300
1998-02-01 19.802910421993000
1998-03-01 18.517066492401500
1998-04-01 18.953808088128000
1998-05-01 19.236282411687200
1998-06-01 18.552668646938600
1998-07-01 18.115089984300603
1998-08-01 18.472891859720100
1998-09-01 18.777659425644300
1998-10-01 19.078406636392500
1998-11-01 18.964828026250302
1998-12-01 18.816239588030502
1999-01-01 18.422587872328602
1999-02-01 18.647023794158798
1999-03-01 18.747878376766700
1999-04-01 18.836345631326300
1999-05-01 17.925961097953202
1999-06-01 18.645438033926197
1999-07-01 19.043101821745600
1999-08-01 19.076485640322602
1999-09-01 19.238524555733500
1999-10-01 19.073099977458103
1999-11-01 19.114426577752603
1999-12-01 19.340130960002302
2000-01-01 19.156616169681100
2000-02-01 19.350357895969800
2000-03-01 19.256366732025100
2000-04-01 19.288506657093603
2000-05-01 19.242952736216400
2000-06-01 19.597380674999300
2000-07-01 20.183025247205000
2000-08-01 20.437295470196602
2000-09-01 20.310093438676500
2000-10-01 20.266743365436398
2000-11-01 20.350742438365298
2000-12-01 20.592309543607303
2001-01-01 18.206382223082700
2001-02-01 18.199492232793897
2001-03-01 18.305469719550700
2001-04-01 18.792798122939400
2001-05-01 18.908919411389900
2001-06-01 19.023124640996400
2001-07-01 18.764471163011700
2001-08-01 19.038357452300800
2001-09-01 19.165239217341200
2001-10-01 19.373812871393103
2001-11-01 19.453970056607300
2001-12-01 19.411086397111603
2002-01-01 19.580307189775898
2002-02-01 19.290577415876400
2002-03-01 19.380354374787000
2002-04-01 18.763240066607000
2002-05-01 19.125911599469300
2002-06-01 18.416883779345802
2002-07-01 18.086394335422302
2002-08-01 17.999789282237200
2002-09-01 17.778564466154602
2002-10-01 18.389301940011300
2002-11-01 18.358859642168600
2002-12-01 17.639447316856000
2003-01-01 18.864509153002103
2003-02-01 18.871906009590300
2003-03-01 18.858476806023102
2003-04-01 18.832511454354100
2003-05-01 18.707110762118700
2003-06-01 19.055805732680700
2003-07-01 19.224841368478200
2003-08-01 19.065987362484698
2003-09-01 18.926489969300803
2003-10-01 18.350366336581200
2003-11-01 18.484859397662600
2003-12-01 18.687546780537500
2004-01-01 19.345119342548102
2004-02-01 19.357425607951400
2004-03-01 19.325185526369100
2004-04-01 19.290742338290100
2004-05-01 19.250382180182800
2004-06-01 19.167666917504302
2004-07-01 19.171779883914798
2004-08-01 19.495606641282900
2004-09-01 19.418867994669302
2004-10-01 19.373387303220900
2004-11-01 19.765959420266302
2004-12-01 19.706981785629000
2005-01-01 18.900145927958800
2005-02-01 19.685738292225803
2005-03-01 19.736030051355800
2005-04-01 20.052606922934900
2005-05-01 19.968465198602900
2005-06-01 19.980511952739900
2005-07-01 20.516643657861000
2005-08-01 20.361986863125400
2005-09-01 20.521616802340898
2005-10-01 20.364834821297300
2005-11-01 20.338118691499300
2005-12-01 20.481975826880700
2006-01-01 20.369551029515200
2006-02-01 20.444723932793500
2006-03-01 20.670973862807802
2006-04-01 20.933748999657700
2006-05-01 21.164192635226200
2006-06-01 21.287185891508700
2006-07-01 21.093253295268898
2006-08-01 21.227311198902100
2006-09-01 21.196419310759800
2006-10-01 21.252690835919303
2006-11-01 21.312137079056100
2006-12-01 21.436930387825200
2007-01-01 21.714535140812500
2007-02-01 21.802292276876997
2007-03-01 21.920219718244700
2007-04-01 21.536750076093302
2007-05-01 21.674160642222600
2007-06-01 22.402190153475900
2007-07-01 21.567070109558102
2007-08-01 21.441911112123800
2007-09-01 21.856291211956000
2007-10-01 22.142834752310200
2007-11-01 22.312099465893002
2007-12-01 22.287897774479800
2008-01-01 22.252913948769898
2008-02-01 22.354516571223000
2008-03-01 22.397503874295996
2008-04-01 22.631667023080503
2008-05-01 22.601177276980300
2008-06-01 22.888263857814200
2008-07-01 22.356031167195000
2008-08-01 22.520641654779500
2008-09-01 22.267720149093400
2008-10-01 23.050305045830400
2008-11-01 22.932191877733302
2008-12-01 23.422259699486602
2009-01-01 22.437436493610600
2009-02-01 22.600513565123400
2009-03-01 22.687644731341500
2009-04-01 22.422246501230997
2009-05-01 22.653217633325600
2009-06-01 23.369059677649805
2009-07-01 23.107414672380800
2009-08-01 22.830320410302500
2009-09-01 22.286662199659000
2009-10-01 21.789957240775000
2009-11-01 21.766736803972100
2009-12-01 21.879782459474395
2010-01-01 23.148806519514900
2010-02-01 22.245919357958897
2010-03-01 22.244016743632300
2010-04-01 22.884806813747897
2010-05-01 23.000117499541300
2010-06-01 23.330875204148196
2010-07-01 23.992732488539700
2010-08-01 23.672713250800900
2010-09-01 24.131831553920197
2010-10-01 23.565113178292304
2010-11-01 23.391642545807198
2010-12-01 23.557586409800400
2011-01-01 23.991406329191605
2011-02-01 23.646053539534897
2011-03-01 23.414083043384000
2011-04-01 23.219103240410103
2011-05-01 23.155050706691700
2011-06-01 21.866070847582100
2011-07-01 22.902923177140800
2011-08-01 22.678986979796300
2011-09-01 23.915195697885604
2011-10-01 24.618821484092496
2011-11-01 24.321706106454396
2011-12-01 24.465967790076900
2012-01-01 21.877572568895502
2012-02-01 24.215384158316300
2012-03-01 24.324804213170100
2012-04-01 25.127696796633600
2012-05-01 25.080335690806898
2012-06-01 24.795920473088800
2012-07-01 24.874039498243900
2012-08-01 25.269493253421000
2012-09-01 25.280667631913500
2012-10-01 25.622981004317500
2012-11-01 25.875456257216502
2012-12-01 25.947631823820400
2013-01-01 23.972159193269100
2013-02-01 26.066657707287302
2013-03-01 26.388132878383498
2013-04-01 26.000941373240000
2013-05-01 26.293610060301600
2013-06-01 25.865628234377400
2013-07-01 25.950583371044697
2013-08-01 26.084984012141000
2013-09-01 26.222366039915105
2013-10-01 26.319173965195700
2013-11-01 26.374856694656300
2013-12-01 26.499619314144300
2014-01-01 25.461846647599900
2014-02-01 27.189622627001700
2014-03-01 26.895866005526900
2014-04-01 27.028534268945197
2014-05-01 27.074775559765000
2014-06-01 26.853302604946798
2014-07-01 27.061950376788000
2014-08-01 27.091998182534500
2014-09-01 27.258382689956400
2014-10-01 27.332097502966498
2014-11-01 27.302387538987897
2014-12-01 27.378706826794700
2015-01-01 28.554302146252500
2015-02-01 27.932401693001700
2015-03-01 27.626924109306003
2015-04-01 27.749682298101696
2015-05-01 27.573407037918500
2015-06-01 28.103970720938000
2015-07-01 28.138147167948500
2015-08-01 27.872782141641697
2015-09-01 27.547668631007800
2015-10-01 27.980823735870200
2015-11-01 28.007014353089600
2015-12-01 27.947377166018100
2016-01-01 27.052685676121396
2016-02-01 27.265056365239396
2016-03-01 27.706843223896800
2016-04-01 27.416346359121700
2016-05-01 27.590596043676300
2016-06-01 28.333313950508200
2016-07-01 28.297744559910900
2016-08-01 28.428017214087895
2016-09-01 27.976440416602003
2016-10-01 27.771691087820200
2016-11-01 27.871942237028698
2016-12-01 27.823745685180100
2017-01-01 27.097870451708600
2017-02-01 28.199181821561698
2017-03-01 27.922817504624400
2017-04-01 28.134860162827100
2017-05-01 28.166284180536900
2017-06-01 27.735553452543100
2017-07-01 27.124567442365000
2017-08-01 27.756082154421700
2017-09-01 28.591198558447300
2017-10-01 28.391084652762800
2017-11-01 28.346290312605500
2017-12-01 28.375830901791000
2018-01-01 27.393167248076000
2018-02-01 28.142695452488898
2018-03-01 28.353730512657400
2018-04-01 28.393655197725398
2018-05-01 28.237539509342298
2018-06-01 27.909369598481998
2018-07-01 27.654201778258198
2018-08-01 27.731355648445100
2018-09-01 27.619550323069100
2018-10-01 28.828136575514602
2018-11-01 28.923740538747600
2018-12-01 28.798903165348896
2019-01-01 29.457407786903400
2019-02-01 29.978956284583802
2019-03-01 30.240596213779696
2019-04-01 33.002122727936000
2019-05-01 33.107135813423700
2019-06-01 33.189127161516600
2019-07-01 33.666986944376600
2019-08-01 34.161995321930800
2019-09-01 33.894219331584000
2019-10-01 33.363086149409900
2019-11-01 33.087591420832300
2019-12-01 33.331065885671200
2020-01-01 33.595722436960100
2020-02-01 33.461867638258300
2020-03-01 33.304872107244100
2020-04-01 29.091619740345500
2020-05-01 29.273216220297698
2020-06-01 29.658228615035300
2020-07-01 29.457307983233200
2020-08-01 29.511796163678900
2020-09-01 29.058405198397605
2020-10-01 28.724791778095103
2020-11-01 28.771456401678100
2020-12-01 29.009765070271396
2021-01-01 29.122301389442800
2021-02-01 28.488415308558302
2021-03-01 27.192014272202396
2021-04-01 27.771671952404000
2021-05-01 28.253825872742400
2021-06-01 28.355767559703000
2021-07-01 28.707751608612300
2021-08-01 28.903339096152500
2021-09-01 29.143828253547500
2021-10-01 29.470106186863603
2021-11-01 29.695939052417700
2021-12-01 29.578081239309697
2022-01-01 29.856121961439200
2022-02-01 29.885728299987303
2022-03-01 30.154788419302395
2022-04-01 30.106998649615196
2022-05-01 29.939134939604003
2022-06-01 30.261993873967400
2022-07-01 30.163371711942200
2022-08-01 30.365379395784900
2022-09-01 30.436993394971400
2022-10-01 30.583821937234102
2022-11-01 30.604544262467602
2022-12-01 30.652813157976198
2023-01-01 30.834528227366100
2023-02-01 30.710114827909300
2023-03-01 30.863747033520300
2023-04-01 31.040860214208700
2023-05-01 31.002188967305898
2023-06-01 31.566528798143896
2023-07-01 30.792915217360700
2023-08-01 30.701885052610198
2023-09-01 31.061833632568398
2023-10-01 30.988624505222397
2023-11-01 31.003937315497303
2023-12-01 31.251761467453700
2024-01-01 31.538248691878200
2024-02-01 31.409365123497896
2024-03-01 31.449567448309697
2024-04-01 31.679833684688102
2024-05-01 31.857912158958698
2024-06-01 31.672015228722000
2024-07-01 32.680287590775900
2024-08-01 32.204525100514300
2024-09-01 31.976681296144400
2024-10-01 31.980684226350103
2024-11-01 32.100327385646800

Subscribe to the FRED newsletter


Follow us

Back to Top