Table Data - All Employees: Education and Health Services: Private Educational Services in Oakland-Hayward-Berkeley, CA (MD)
| Title | All Employees: Education and Health Services: Private Educational Services in Oakland-Hayward-Berkeley, CA (MD) |
|---|---|
| Series ID | SMU06360846561000001SA |
| 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 2024-10-01 |
| Last Updated | 2024-11-20 5:55 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 | 11.686502049252999 |
| 1990-02-01 | 12.067216116873600 |
| 1990-03-01 | 11.614291806625301 |
| 1990-04-01 | 12.109301588572400 |
| 1990-05-01 | 11.109717096127300 |
| 1990-06-01 | 12.752620520479300 |
| 1990-07-01 | 12.133748092935500 |
| 1990-08-01 | 12.949286797220399 |
| 1990-09-01 | 12.287996275035100 |
| 1990-10-01 | 12.192868413732600 |
| 1990-11-01 | 13.403234520775900 |
| 1990-12-01 | 12.315208082699803 |
| 1991-01-01 | 11.882186235329199 |
| 1991-02-01 | 11.667845972623100 |
| 1991-03-01 | 11.889721373595801 |
| 1991-04-01 | 10.895013989199700 |
| 1991-05-01 | 11.396876680744500 |
| 1991-06-01 | 11.343803277031400 |
| 1991-07-01 | 11.535733242291300 |
| 1991-08-01 | 11.308416319749698 |
| 1991-09-01 | 11.385621425360402 |
| 1991-10-01 | 11.598155243465099 |
| 1991-11-01 | 11.699342565816400 |
| 1991-12-01 | 10.741399895544400 |
| 1992-01-01 | 11.976849563978400 |
| 1992-02-01 | 11.758451325462800 |
| 1992-03-01 | 11.641167262872699 |
| 1992-04-01 | 11.778763098992900 |
| 1992-05-01 | 11.771205452397500 |
| 1992-06-01 | 11.545085097598697 |
| 1992-07-01 | 11.837001809933100 |
| 1992-08-01 | 12.210868357690300 |
| 1992-09-01 | 12.365962167828501 |
| 1992-10-01 | 12.197613666879402 |
| 1992-11-01 | 11.989345690516698 |
| 1992-12-01 | 12.379545744612802 |
| 1993-01-01 | 12.174730905859402 |
| 1993-02-01 | 12.243564431718000 |
| 1993-03-01 | 12.295107157478900 |
| 1993-04-01 | 12.663608837316700 |
| 1993-05-01 | 12.619191952942500 |
| 1993-06-01 | 12.950758089510900 |
| 1993-07-01 | 12.857033621966000 |
| 1993-08-01 | 12.515875751616900 |
| 1993-09-01 | 12.325843472296500 |
| 1993-10-01 | 12.502431251789000 |
| 1993-11-01 | 12.285378321217198 |
| 1993-12-01 | 12.200074849543200 |
| 1994-01-01 | 12.885984998088901 |
| 1994-02-01 | 12.625561352010000 |
| 1994-03-01 | 12.866971117296300 |
| 1994-04-01 | 12.668548969192700 |
| 1994-05-01 | 12.558242900961100 |
| 1994-06-01 | 11.849743524857400 |
| 1994-07-01 | 12.355843479857600 |
| 1994-08-01 | 12.207986239415801 |
| 1994-09-01 | 12.709106979599700 |
| 1994-10-01 | 12.686952906860700 |
| 1994-11-01 | 13.080281695112900 |
| 1994-12-01 | 13.038518630401900 |
| 1995-01-01 | 12.877412402836699 |
| 1995-02-01 | 13.216088057627001 |
| 1995-03-01 | 12.964585127580700 |
| 1995-04-01 | 12.781594023726699 |
| 1995-05-01 | 12.886737455436302 |
| 1995-06-01 | 13.956482216902700 |
| 1995-07-01 | 12.873777173144000 |
| 1995-08-01 | 13.059592269914598 |
| 1995-09-01 | 12.995574498232699 |
| 1995-10-01 | 12.851511630471300 |
| 1995-11-01 | 13.080387736493499 |
| 1995-12-01 | 12.958683262695901 |
| 1996-01-01 | 12.458776465809800 |
| 1996-02-01 | 12.414401976238100 |
| 1996-03-01 | 12.584959882013700 |
| 1996-04-01 | 12.627239224362700 |
| 1996-05-01 | 12.545416472215700 |
| 1996-06-01 | 12.483441978938501 |
| 1996-07-01 | 12.263295082714100 |
| 1996-08-01 | 11.949268291659000 |
| 1996-09-01 | 11.884637763092899 |
| 1996-10-01 | 10.976775150890902 |
| 1996-11-01 | 11.403195343095300 |
| 1996-12-01 | 11.414120589565801 |
| 1997-01-01 | 12.904745703671699 |
| 1997-02-01 | 12.947883088088600 |
| 1997-03-01 | 12.813780775758500 |
| 1997-04-01 | 12.369119214844401 |
| 1997-05-01 | 12.934183640863200 |
| 1997-06-01 | 12.721803825654499 |
| 1997-07-01 | 13.346297275936802 |
| 1997-08-01 | 13.076943180610800 |
| 1997-09-01 | 13.127935444419998 |
| 1997-10-01 | 14.699740361708901 |
| 1997-11-01 | 13.992859850645198 |
| 1997-12-01 | 13.597072120912500 |
| 1998-01-01 | 13.628177202947200 |
| 1998-02-01 | 13.583268539747800 |
| 1998-03-01 | 13.530083701724400 |
| 1998-04-01 | 13.819522663531199 |
| 1998-05-01 | 14.966374737933600 |
| 1998-06-01 | 14.145854018660800 |
| 1998-07-01 | 13.213241679539198 |
| 1998-08-01 | 13.058117924358301 |
| 1998-09-01 | 13.050219336908000 |
| 1998-10-01 | 13.333554350887498 |
| 1998-11-01 | 13.218312050892699 |
| 1998-12-01 | 13.219346263880501 |
| 1999-01-01 | 13.043362039372099 |
| 1999-02-01 | 13.136880472777200 |
| 1999-03-01 | 13.013806030243302 |
| 1999-04-01 | 13.041356446549498 |
| 1999-05-01 | 13.201628546194902 |
| 1999-06-01 | 13.252210857869999 |
| 1999-07-01 | 13.606048351414401 |
| 1999-08-01 | 14.343516872600501 |
| 1999-09-01 | 13.743925145217900 |
| 1999-10-01 | 14.110651000200601 |
| 1999-11-01 | 14.042919194042100 |
| 1999-12-01 | 14.037429840421500 |
| 2000-01-01 | 14.404085922118199 |
| 2000-02-01 | 13.863479392483999 |
| 2000-03-01 | 14.564295891193700 |
| 2000-04-01 | 14.553984275357600 |
| 2000-05-01 | 14.625694677147400 |
| 2000-06-01 | 14.854590213281400 |
| 2000-07-01 | 15.010470446063199 |
| 2000-08-01 | 15.244789230348900 |
| 2000-09-01 | 15.242447584229000 |
| 2000-10-01 | 14.914725569292500 |
| 2000-11-01 | 14.839123673276700 |
| 2000-12-01 | 15.046031953272000 |
| 2001-01-01 | 15.326828900030000 |
| 2001-02-01 | 15.185139148470800 |
| 2001-03-01 | 15.384799031668502 |
| 2001-04-01 | 15.033420506836300 |
| 2001-05-01 | 15.212254200216801 |
| 2001-06-01 | 15.543586942893500 |
| 2001-07-01 | 15.427081778048000 |
| 2001-08-01 | 15.605133752161500 |
| 2001-09-01 | 15.671827936418600 |
| 2001-10-01 | 15.546967284970300 |
| 2001-11-01 | 15.405327530349300 |
| 2001-12-01 | 15.510605439417500 |
| 2002-01-01 | 15.704780104232100 |
| 2002-02-01 | 15.466302803849900 |
| 2002-03-01 | 15.481822549572101 |
| 2002-04-01 | 15.714067253333699 |
| 2002-05-01 | 15.857331600126800 |
| 2002-06-01 | 15.938589033142000 |
| 2002-07-01 | 16.159291245507400 |
| 2002-08-01 | 16.536160347523800 |
| 2002-09-01 | 16.750413372711197 |
| 2002-10-01 | 16.766937204404200 |
| 2002-11-01 | 17.119996926334903 |
| 2002-12-01 | 17.328154432605402 |
| 2003-01-01 | 17.507074686364200 |
| 2003-02-01 | 17.723963695121000 |
| 2003-03-01 | 17.894649227029000 |
| 2003-04-01 | 18.280366637210900 |
| 2003-05-01 | 18.075931586963502 |
| 2003-06-01 | 17.653485877670800 |
| 2003-07-01 | 18.018198473050898 |
| 2003-08-01 | 17.926094052382100 |
| 2003-09-01 | 17.871701944156300 |
| 2003-10-01 | 17.859633151116600 |
| 2003-11-01 | 17.781144770101400 |
| 2003-12-01 | 17.589625883868600 |
| 2004-01-01 | 17.729020119329000 |
| 2004-02-01 | 17.855819478820700 |
| 2004-03-01 | 18.008327923647900 |
| 2004-04-01 | 18.062745785952200 |
| 2004-05-01 | 17.714080799244000 |
| 2004-06-01 | 18.304084357702000 |
| 2004-07-01 | 18.364436211263300 |
| 2004-08-01 | 18.341276416206800 |
| 2004-09-01 | 18.430621980919300 |
| 2004-10-01 | 18.591437293442300 |
| 2004-11-01 | 18.724964766925000 |
| 2004-12-01 | 18.947778409044002 |
| 2005-01-01 | 18.525024224861000 |
| 2005-02-01 | 18.975953238863000 |
| 2005-03-01 | 19.044895519143400 |
| 2005-04-01 | 18.829784280478197 |
| 2005-05-01 | 19.280482528842400 |
| 2005-06-01 | 19.276070681009603 |
| 2005-07-01 | 18.523716411687800 |
| 2005-08-01 | 19.068252003713700 |
| 2005-09-01 | 19.101877826122898 |
| 2005-10-01 | 18.902134342043300 |
| 2005-11-01 | 19.054522527082000 |
| 2005-12-01 | 19.079684292499800 |
| 2006-01-01 | 19.072937463682500 |
| 2006-02-01 | 19.033965660400500 |
| 2006-03-01 | 18.306984141936102 |
| 2006-04-01 | 18.979374701441200 |
| 2006-05-01 | 18.957915942958700 |
| 2006-06-01 | 18.948777366744100 |
| 2006-07-01 | 18.996120486671000 |
| 2006-08-01 | 19.197360366333600 |
| 2006-09-01 | 19.379529269212500 |
| 2006-10-01 | 19.302170658380900 |
| 2006-11-01 | 19.380200952137500 |
| 2006-12-01 | 19.303498826288898 |
| 2007-01-01 | 19.166894212944200 |
| 2007-02-01 | 19.338740045426900 |
| 2007-03-01 | 19.401477254864897 |
| 2007-04-01 | 19.103390685256100 |
| 2007-05-01 | 19.157891890983000 |
| 2007-06-01 | 19.333095525875400 |
| 2007-07-01 | 19.861695040570602 |
| 2007-08-01 | 19.796008940532300 |
| 2007-09-01 | 19.627505029700302 |
| 2007-10-01 | 20.029889300314600 |
| 2007-11-01 | 19.606782029495800 |
| 2007-12-01 | 19.339407181719200 |
| 2008-01-01 | 19.718561867909200 |
| 2008-02-01 | 20.386901194595200 |
| 2008-03-01 | 20.019046640406300 |
| 2008-04-01 | 21.031466668518500 |
| 2008-05-01 | 20.975785160837898 |
| 2008-06-01 | 19.807770129149500 |
| 2008-07-01 | 20.286714504257200 |
| 2008-08-01 | 20.444339861103700 |
| 2008-09-01 | 20.745172965513397 |
| 2008-10-01 | 21.084552235968700 |
| 2008-11-01 | 21.368009939964200 |
| 2008-12-01 | 21.519996842194800 |
| 2009-01-01 | 21.653202053802200 |
| 2009-02-01 | 21.336429810555998 |
| 2009-03-01 | 21.450336003347200 |
| 2009-04-01 | 21.783803522822300 |
| 2009-05-01 | 21.506129423679102 |
| 2009-06-01 | 21.046729893591200 |
| 2009-07-01 | 20.482662064350396 |
| 2009-08-01 | 20.260959164337198 |
| 2009-09-01 | 20.117188973774397 |
| 2009-10-01 | 20.282257682564100 |
| 2009-11-01 | 20.357523421622698 |
| 2009-12-01 | 20.317367001085600 |
| 2010-01-01 | 19.901417666674800 |
| 2010-02-01 | 19.783977077160802 |
| 2010-03-01 | 20.085603066384300 |
| 2010-04-01 | 19.864938542663300 |
| 2010-05-01 | 19.821733848188000 |
| 2010-06-01 | 19.951799452604398 |
| 2010-07-01 | 20.668544631787500 |
| 2010-08-01 | 20.454132860371498 |
| 2010-09-01 | 20.461818616746600 |
| 2010-10-01 | 20.397043647678800 |
| 2010-11-01 | 20.457449126185400 |
| 2010-12-01 | 20.441149860092400 |
| 2011-01-01 | 20.802390895968500 |
| 2011-02-01 | 20.601056337727197 |
| 2011-03-01 | 20.508566954329602 |
| 2011-04-01 | 20.771173928854000 |
| 2011-05-01 | 20.743734321511500 |
| 2011-06-01 | 20.841121660326000 |
| 2011-07-01 | 20.940047005742300 |
| 2011-08-01 | 21.118402839077900 |
| 2011-09-01 | 21.094053547689500 |
| 2011-10-01 | 20.815733498343302 |
| 2011-11-01 | 20.756994341158800 |
| 2011-12-01 | 20.784525125662200 |
| 2012-01-01 | 21.143259396678600 |
| 2012-02-01 | 21.003338259969002 |
| 2012-03-01 | 21.034574864978500 |
| 2012-04-01 | 20.986539281203000 |
| 2012-05-01 | 21.262765216255900 |
| 2012-06-01 | 21.521738441012100 |
| 2012-07-01 | 21.689989510949600 |
| 2012-08-01 | 21.649200737015000 |
| 2012-09-01 | 21.937294942074598 |
| 2012-10-01 | 22.031770840875698 |
| 2012-11-01 | 22.077359951476500 |
| 2012-12-01 | 22.763414550655604 |
| 2013-01-01 | 22.295054759390396 |
| 2013-02-01 | 22.684038457135703 |
| 2013-03-01 | 22.752524375074703 |
| 2013-04-01 | 22.716163078086500 |
| 2013-05-01 | 23.074049795203802 |
| 2013-06-01 | 22.477189608214502 |
| 2013-07-01 | 22.229421656230897 |
| 2013-08-01 | 22.272779870432800 |
| 2013-09-01 | 22.500870022656198 |
| 2013-10-01 | 22.670636966643098 |
| 2013-11-01 | 22.707888483734497 |
| 2013-12-01 | 22.534602306022702 |
| 2014-01-01 | 22.434537354609198 |
| 2014-02-01 | 22.788490501055602 |
| 2014-03-01 | 22.764721642146100 |
| 2014-04-01 | 22.931702615865998 |
| 2014-05-01 | 22.857279048747696 |
| 2014-06-01 | 23.212402631375998 |
| 2014-07-01 | 22.288083803451400 |
| 2014-08-01 | 22.094306961598100 |
| 2014-09-01 | 22.391455634696698 |
| 2014-10-01 | 22.625607548033600 |
| 2014-11-01 | 22.735476943287697 |
| 2014-12-01 | 22.523840726553400 |
| 2015-01-01 | 22.147451122922100 |
| 2015-02-01 | 21.999168633739900 |
| 2015-03-01 | 21.950127443664400 |
| 2015-04-01 | 22.062861810266500 |
| 2015-05-01 | 22.034797405084500 |
| 2015-06-01 | 22.041532508890400 |
| 2015-07-01 | 22.644794340531500 |
| 2015-08-01 | 22.408382458303600 |
| 2015-09-01 | 22.411877716408100 |
| 2015-10-01 | 22.285748120633800 |
| 2015-11-01 | 22.275912875514898 |
| 2015-12-01 | 22.407986458283602 |
| 2016-01-01 | 22.816976274966700 |
| 2016-02-01 | 22.811079666383300 |
| 2016-03-01 | 22.842435262429600 |
| 2016-04-01 | 22.802453333208398 |
| 2016-05-01 | 22.810397015109500 |
| 2016-06-01 | 23.077712631954498 |
| 2016-07-01 | 23.498493267707800 |
| 2016-08-01 | 23.328710263767700 |
| 2016-09-01 | 23.449953554285603 |
| 2016-10-01 | 23.132743677450400 |
| 2016-11-01 | 23.218342606643800 |
| 2016-12-01 | 23.410396161192000 |
| 2017-01-01 | 23.341485344884700 |
| 2017-02-01 | 23.290400758336100 |
| 2017-03-01 | 23.448665826835900 |
| 2017-04-01 | 23.462612662568100 |
| 2017-05-01 | 23.495913700119800 |
| 2017-06-01 | 23.529775742727800 |
| 2017-07-01 | 23.170223998306300 |
| 2017-08-01 | 23.261239508800696 |
| 2017-09-01 | 23.197375192458200 |
| 2017-10-01 | 23.038315451421000 |
| 2017-11-01 | 23.145516065933800 |
| 2017-12-01 | 22.972083267843700 |
| 2018-01-01 | 23.084053991899700 |
| 2018-02-01 | 23.165072228623900 |
| 2018-03-01 | 23.486264283444500 |
| 2018-04-01 | 23.296011977655200 |
| 2018-05-01 | 23.485337883641897 |
| 2018-06-01 | 24.021448202971000 |
| 2018-07-01 | 23.366325386881105 |
| 2018-08-01 | 23.403012086898197 |
| 2018-09-01 | 23.455657442664105 |
| 2018-10-01 | 23.602302283714298 |
| 2018-11-01 | 23.523307757698802 |
| 2018-12-01 | 23.418977798798700 |
| 2019-01-01 | 23.953765075167198 |
| 2019-02-01 | 24.028032211828798 |
| 2019-03-01 | 24.142643674415500 |
| 2019-04-01 | 24.016041597078100 |
| 2019-05-01 | 24.086577477120800 |
| 2019-06-01 | 24.146545585314804 |
| 2019-07-01 | 24.295668369557600 |
| 2019-08-01 | 23.931273073604000 |
| 2019-09-01 | 23.997572983755802 |
| 2019-10-01 | 24.253216359967297 |
| 2019-11-01 | 24.383097333631600 |
| 2019-12-01 | 24.028205699106300 |
| 2020-01-01 | 24.532409984360200 |
| 2020-02-01 | 24.614982636170897 |
| 2020-03-01 | 24.412438106151498 |
| 2020-04-01 | 19.022190283678300 |
| 2020-05-01 | 19.215401842245500 |
| 2020-06-01 | 19.383774030948103 |
| 2020-07-01 | 19.405737768604500 |
| 2020-08-01 | 19.756833203934500 |
| 2020-09-01 | 19.811960303898200 |
| 2020-10-01 | 20.032742013407603 |
| 2020-11-01 | 19.949188693705100 |
| 2020-12-01 | 20.020229932369602 |
| 2021-01-01 | 20.011416294730700 |
| 2021-02-01 | 19.715317815894398 |
| 2021-03-01 | 20.064580604619803 |
| 2021-04-01 | 20.839673968625103 |
| 2021-05-01 | 20.960579547920002 |
| 2021-06-01 | 21.003346357769900 |
| 2021-07-01 | 21.912449980774397 |
| 2021-08-01 | 21.766616514245100 |
| 2021-09-01 | 21.791166431676103 |
| 2021-10-01 | 22.157069823206100 |
| 2021-11-01 | 22.345116604471800 |
| 2021-12-01 | 22.395646459170298 |
| 2022-01-01 | 22.202175650748500 |
| 2022-02-01 | 22.645917741136603 |
| 2022-03-01 | 22.691720574557200 |
| 2022-04-01 | 22.638884633179998 |
| 2022-05-01 | 22.695834090432400 |
| 2022-06-01 | 22.305482007038197 |
| 2022-07-01 | 22.591777282560397 |
| 2022-08-01 | 22.905293627964802 |
| 2022-09-01 | 23.173423584169400 |
| 2022-10-01 | 22.910637059134103 |
| 2022-11-01 | 23.050293434903000 |
| 2022-12-01 | 22.971386453672700 |
| 2023-01-01 | 23.307107400672102 |
| 2023-02-01 | 23.176735630087800 |
| 2023-03-01 | 23.177625688457304 |
| 2023-04-01 | 23.147458660517000 |
| 2023-05-01 | 23.012832720076000 |
| 2023-06-01 | 23.189849515621000 |
| 2023-07-01 | 22.773868064545603 |
| 2023-08-01 | 23.066737909383697 |
| 2023-09-01 | 23.256298865251104 |
| 2023-10-01 | 23.172981674768800 |
| 2023-11-01 | 23.171391064727500 |
| 2023-12-01 | 23.659456465485000 |
| 2024-01-01 | 23.401489344256397 |
| 2024-02-01 | 23.399025317933802 |
| 2024-03-01 | 23.650538663730398 |
| 2024-04-01 | 23.652106939283500 |
| 2024-05-01 | 23.824743682094997 |
| 2024-06-01 | 23.970381950203400 |
| 2024-07-01 | 24.839154426634497 |
| 2024-08-01 | 24.071142668060602 |
| 2024-09-01 | 23.852962331433897 |
| 2024-10-01 | 23.818420280318303 |
