Table Data - All Employees: Education and Health Services: Private Educational Services in Oakland-Fremont-Berkeley, CA (MD)
| Title | All Employees: Education and Health Services: Private Educational Services in Oakland-Fremont-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 2026-08-01 |
| Last Updated | 2026-09-18 11:00 AM CDT |
| 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 | 11.6867609851 |
| 1990-02-01 | 12.0676970283 |
| 1990-03-01 | 11.6133722201 |
| 1990-04-01 | 12.1104372538 |
| 1990-05-01 | 11.1083816770 |
| 1990-06-01 | 12.7533702691 |
| 1990-07-01 | 12.1326124391 |
| 1990-08-01 | 12.9491855214 |
| 1990-09-01 | 12.2883505448 |
| 1990-10-01 | 12.1931313970 |
| 1990-11-01 | 13.4034514446 |
| 1990-12-01 | 12.3152777388 |
| 1991-01-01 | 11.8823890800 |
| 1991-02-01 | 11.6682672076 |
| 1991-03-01 | 11.8888951752 |
| 1991-04-01 | 10.8960128828 |
| 1991-05-01 | 11.3956957868 |
| 1991-06-01 | 11.3444678457 |
| 1991-07-01 | 11.5347332860 |
| 1991-08-01 | 11.3083572549 |
| 1991-09-01 | 11.3859413175 |
| 1991-10-01 | 11.5983948473 |
| 1991-11-01 | 11.6995376349 |
| 1991-12-01 | 10.7414557124 |
| 1992-01-01 | 11.9769244523 |
| 1992-02-01 | 11.7586902951 |
| 1992-03-01 | 11.6406363914 |
| 1992-04-01 | 11.7794369159 |
| 1992-05-01 | 11.7704758076 |
| 1992-06-01 | 11.5454561797 |
| 1992-07-01 | 11.8363840510 |
| 1992-08-01 | 12.2108515586 |
| 1992-09-01 | 12.3661529385 |
| 1992-10-01 | 12.1977671261 |
| 1992-11-01 | 11.9894799807 |
| 1992-12-01 | 12.3795787643 |
| 1993-01-01 | 12.1747001846 |
| 1993-02-01 | 12.2436780922 |
| 1993-03-01 | 12.2948496985 |
| 1993-04-01 | 12.6639634100 |
| 1993-05-01 | 12.6188707707 |
| 1993-06-01 | 12.9509098577 |
| 1993-07-01 | 12.8567545152 |
| 1993-08-01 | 12.5159129673 |
| 1993-09-01 | 12.3259418303 |
| 1993-10-01 | 12.5023893918 |
| 1993-11-01 | 12.2854810774 |
| 1993-12-01 | 12.2001407238 |
| 1994-01-01 | 12.8858545577 |
| 1994-02-01 | 12.6255259337 |
| 1994-03-01 | 12.8668837912 |
| 1994-04-01 | 12.6688347335 |
| 1994-05-01 | 12.5581895521 |
| 1994-06-01 | 11.8496699424 |
| 1994-07-01 | 12.3559119915 |
| 1994-08-01 | 12.2080694000 |
| 1994-09-01 | 12.7091815164 |
| 1994-10-01 | 12.6864647991 |
| 1994-11-01 | 13.0803486080 |
| 1994-12-01 | 13.0386975219 |
| 1995-01-01 | 12.8773188235 |
| 1995-02-01 | 13.2161063589 |
| 1995-03-01 | 12.9645811299 |
| 1995-04-01 | 12.7821450765 |
| 1995-05-01 | 12.8862572570 |
| 1995-06-01 | 13.9563260111 |
| 1995-07-01 | 12.8740735625 |
| 1995-08-01 | 13.0597018552 |
| 1995-09-01 | 12.9957569891 |
| 1995-10-01 | 12.8506542111 |
| 1995-11-01 | 13.0804561189 |
| 1995-12-01 | 12.9589830920 |
| 1996-01-01 | 12.4587441568 |
| 1996-02-01 | 12.4144556688 |
| 1996-03-01 | 12.5850221390 |
| 1996-04-01 | 12.6281099945 |
| 1996-05-01 | 12.5444558782 |
| 1996-06-01 | 12.4831457850 |
| 1996-07-01 | 12.2637776723 |
| 1996-08-01 | 11.9493818109 |
| 1996-09-01 | 11.8849098326 |
| 1996-10-01 | 10.9756770657 |
| 1996-11-01 | 11.4032565519 |
| 1996-12-01 | 11.4145052573 |
| 1997-01-01 | 12.9048215824 |
| 1997-02-01 | 12.9480354192 |
| 1997-03-01 | 12.8139626383 |
| 1997-04-01 | 12.3701085193 |
| 1997-05-01 | 12.9327786845 |
| 1997-06-01 | 12.7214018000 |
| 1997-07-01 | 13.3468742954 |
| 1997-08-01 | 13.0770331365 |
| 1997-09-01 | 13.1282504360 |
| 1997-10-01 | 14.6986839483 |
| 1997-11-01 | 13.9929671219 |
| 1997-12-01 | 13.5974732574 |
| 1998-01-01 | 13.6282908879 |
| 1998-02-01 | 13.5834291629 |
| 1998-03-01 | 13.5302575744 |
| 1998-04-01 | 13.8205248812 |
| 1998-05-01 | 14.9649098330 |
| 1998-06-01 | 14.1454044805 |
| 1998-07-01 | 13.2137782368 |
| 1998-08-01 | 13.0581900442 |
| 1998-09-01 | 13.0505184157 |
| 1998-10-01 | 13.3326316569 |
| 1998-11-01 | 13.2184255018 |
| 1998-12-01 | 13.2197035858 |
| 1999-01-01 | 13.0435174628 |
| 1999-02-01 | 13.1370848214 |
| 1999-03-01 | 13.0140163336 |
| 1999-04-01 | 13.0421977226 |
| 1999-05-01 | 13.2001891457 |
| 1999-06-01 | 13.2517922068 |
| 1999-07-01 | 13.6064906890 |
| 1999-08-01 | 14.3435521548 |
| 1999-09-01 | 13.7441550926 |
| 1999-10-01 | 14.1101138650 |
| 1999-11-01 | 14.0430403971 |
| 1999-12-01 | 14.0376542301 |
| 2000-01-01 | 14.4042064885 |
| 2000-02-01 | 13.8636373286 |
| 2000-03-01 | 14.5644374357 |
| 2000-04-01 | 14.5545357259 |
| 2000-05-01 | 14.6247085922 |
| 2000-06-01 | 14.8542805237 |
| 2000-07-01 | 15.0107060620 |
| 2000-08-01 | 15.2448065705 |
| 2000-09-01 | 15.2425627910 |
| 2000-10-01 | 14.9145361682 |
| 2000-11-01 | 14.8392142108 |
| 2000-12-01 | 15.0461229126 |
| 2001-01-01 | 15.3269147620 |
| 2001-02-01 | 15.1852540830 |
| 2001-03-01 | 15.3848843163 |
| 2001-04-01 | 15.0336517589 |
| 2001-05-01 | 15.2117553600 |
| 2001-06-01 | 15.5434176781 |
| 2001-07-01 | 15.4271374536 |
| 2001-08-01 | 15.6051300444 |
| 2001-09-01 | 15.6718515680 |
| 2001-10-01 | 15.5470133034 |
| 2001-11-01 | 15.4054196447 |
| 2001-12-01 | 15.5106158503 |
| 2002-01-01 | 15.7047880193 |
| 2002-02-01 | 15.4663192878 |
| 2002-03-01 | 15.4817968658 |
| 2002-04-01 | 15.7141675648 |
| 2002-05-01 | 15.8572651729 |
| 2002-06-01 | 15.9385207082 |
| 2002-07-01 | 16.1592447914 |
| 2002-08-01 | 16.5361599867 |
| 2002-09-01 | 16.7504001798 |
| 2002-10-01 | 16.7669522082 |
| 2002-11-01 | 17.1200527342 |
| 2002-12-01 | 17.3281606141 |
| 2003-01-01 | 17.5070734396 |
| 2003-02-01 | 17.7239636300 |
| 2003-03-01 | 17.8946315624 |
| 2003-04-01 | 18.2804372401 |
| 2003-05-01 | 18.0759052367 |
| 2003-06-01 | 17.6534582526 |
| 2003-07-01 | 18.0181820233 |
| 2003-08-01 | 17.9260835554 |
| 2003-09-01 | 17.8716940154 |
| 2003-10-01 | 17.8596374332 |
| 2003-11-01 | 17.7811692718 |
| 2003-12-01 | 17.5896257454 |
| 2004-01-01 | 17.7290174269 |
| 2004-02-01 | 17.8558143522 |
| 2004-03-01 | 18.0083219645 |
| 2004-04-01 | 18.0627791887 |
| 2004-05-01 | 17.7140760748 |
| 2004-06-01 | 18.3040755407 |
| 2004-07-01 | 18.3644314026 |
| 2004-08-01 | 18.3412716593 |
| 2004-09-01 | 18.4306179230 |
| 2004-10-01 | 18.5914358128 |
| 2004-11-01 | 18.7249659076 |
| 2004-12-01 | 18.9477800520 |
| 2005-01-01 | 18.5250274014 |
| 2005-02-01 | 18.9759558714 |
| 2005-03-01 | 19.0448996185 |
| 2005-04-01 | 18.8297770078 |
| 2005-05-01 | 19.2804860009 |
| 2005-06-01 | 19.2760695304 |
| 2005-07-01 | 18.5237165925 |
| 2005-08-01 | 19.0682510957 |
| 2005-09-01 | 19.1018770019 |
| 2005-10-01 | 18.9021342433 |
| 2005-11-01 | 19.0545232512 |
| 2005-12-01 | 19.0796851254 |
| 2006-01-01 | 19.0729390694 |
| 2006-02-01 | 19.0339649042 |
| 2006-03-01 | 18.3069850186 |
| 2006-04-01 | 18.9793676678 |
| 2006-05-01 | 18.9579171738 |
| 2006-06-01 | 18.9487771564 |
| 2006-07-01 | 18.9961238663 |
| 2006-08-01 | 19.1973616023 |
| 2006-09-01 | 19.3795303334 |
| 2006-10-01 | 19.3021715153 |
| 2006-11-01 | 19.3802015490 |
| 2006-12-01 | 19.3034988994 |
| 2007-01-01 | 19.1668941976 |
| 2007-02-01 | 19.3387364079 |
| 2007-03-01 | 19.4014758188 |
| 2007-04-01 | 19.1033850774 |
| 2007-05-01 | 19.1578901168 |
| 2007-06-01 | 19.3330938399 |
| 2007-07-01 | 19.8617115041 |
| 2007-08-01 | 19.7960083224 |
| 2007-09-01 | 19.6275048581 |
| 2007-10-01 | 20.0298894827 |
| 2007-11-01 | 19.6067821905 |
| 2007-12-01 | 19.3394067316 |
| 2008-01-01 | 19.7185607204 |
| 2008-02-01 | 20.3868961618 |
| 2008-03-01 | 20.0190435878 |
| 2008-04-01 | 21.0314590956 |
| 2008-05-01 | 20.9757818092 |
| 2008-06-01 | 19.8077668951 |
| 2008-07-01 | 20.2867449850 |
| 2008-08-01 | 20.4443380652 |
| 2008-09-01 | 20.7451723147 |
| 2008-10-01 | 21.0845525732 |
| 2008-11-01 | 21.3680103535 |
| 2008-12-01 | 21.5199958930 |
| 2009-01-01 | 21.6531981293 |
| 2009-02-01 | 21.3364201150 |
| 2009-03-01 | 21.4503276002 |
| 2009-04-01 | 21.7837929077 |
| 2009-05-01 | 21.5061255699 |
| 2009-06-01 | 21.0467287108 |
| 2009-07-01 | 20.4827094501 |
| 2009-08-01 | 20.2609606178 |
| 2009-09-01 | 20.1171894551 |
| 2009-10-01 | 20.2822557973 |
| 2009-11-01 | 20.3575181447 |
| 2009-12-01 | 20.3173848696 |
| 2010-01-01 | 19.9014007842 |
| 2010-02-01 | 19.7839518692 |
| 2010-03-01 | 20.0855789939 |
| 2010-04-01 | 19.8649157062 |
| 2010-05-01 | 19.8217230924 |
| 2010-06-01 | 19.9517964431 |
| 2010-07-01 | 20.6686627526 |
| 2010-08-01 | 20.4541397014 |
| 2010-09-01 | 20.4618249581 |
| 2010-10-01 | 20.3970447109 |
| 2010-11-01 | 20.4574405322 |
| 2010-12-01 | 20.4411824662 |
| 2011-01-01 | 20.8023416183 |
| 2011-02-01 | 20.6009822008 |
| 2011-03-01 | 20.5084910029 |
| 2011-04-01 | 20.7711110116 |
| 2011-05-01 | 20.7437016067 |
| 2011-06-01 | 20.8411324726 |
| 2011-07-01 | 20.9403849247 |
| 2011-08-01 | 21.1184498740 |
| 2011-09-01 | 21.0940698730 |
| 2011-10-01 | 20.8157313471 |
| 2011-11-01 | 20.7569429059 |
| 2011-12-01 | 20.7845432839 |
| 2012-01-01 | 21.1431339205 |
| 2012-02-01 | 21.0031631058 |
| 2012-03-01 | 21.0344004599 |
| 2012-04-01 | 20.9864147511 |
| 2012-05-01 | 21.2627239394 |
| 2012-06-01 | 21.5218071559 |
| 2012-07-01 | 21.6907293934 |
| 2012-08-01 | 21.6493283213 |
| 2012-09-01 | 21.9373244945 |
| 2012-10-01 | 22.0317330444 |
| 2012-11-01 | 22.0772216976 |
| 2012-12-01 | 22.7633683368 |
| 2013-01-01 | 22.2948261759 |
| 2013-02-01 | 22.6837209834 |
| 2013-03-01 | 22.7522092048 |
| 2013-04-01 | 22.7158672957 |
| 2013-05-01 | 23.0737851952 |
| 2013-06-01 | 22.4770069313 |
| 2013-07-01 | 22.2321741036 |
| 2013-08-01 | 22.2726485660 |
| 2013-09-01 | 22.5006294916 |
| 2013-10-01 | 22.6703530711 |
| 2013-11-01 | 22.7075142210 |
| 2013-12-01 | 22.5343735522 |
| 2014-01-01 | 22.4341678822 |
| 2014-02-01 | 22.7880680233 |
| 2014-03-01 | 22.7643234275 |
| 2014-04-01 | 22.9313146618 |
| 2014-05-01 | 22.8568930514 |
| 2014-06-01 | 23.2120939637 |
| 2014-07-01 | 22.2928778145 |
| 2014-08-01 | 22.0940518397 |
| 2014-09-01 | 22.3909950523 |
| 2014-10-01 | 22.6249755193 |
| 2014-11-01 | 22.7346723833 |
| 2014-12-01 | 22.5230652149 |
| 2015-01-01 | 22.1465278696 |
| 2015-02-01 | 21.9982205409 |
| 2015-03-01 | 21.9512433979 |
| 2015-04-01 | 22.0620843493 |
| 2015-05-01 | 22.0340917340 |
| 2015-06-01 | 22.0414030678 |
| 2015-07-01 | 22.6515141829 |
| 2015-08-01 | 22.4081149575 |
| 2015-09-01 | 22.4113445196 |
| 2015-10-01 | 22.2849037315 |
| 2015-11-01 | 22.2747316765 |
| 2015-12-01 | 22.4052347586 |
| 2016-01-01 | 22.8155459449 |
| 2016-02-01 | 22.8097368944 |
| 2016-03-01 | 22.8452580381 |
| 2016-04-01 | 22.8015711377 |
| 2016-05-01 | 22.8097385464 |
| 2016-06-01 | 23.0782621112 |
| 2016-07-01 | 23.5056309010 |
| 2016-08-01 | 23.3291369381 |
| 2016-09-01 | 23.4502131132 |
| 2016-10-01 | 23.1326768136 |
| 2016-11-01 | 23.2178353542 |
| 2016-12-01 | 23.4007933166 |
| 2017-01-01 | 23.3402749142 |
| 2017-02-01 | 23.2890074908 |
| 2017-03-01 | 23.4531561766 |
| 2017-04-01 | 23.4622559016 |
| 2017-05-01 | 23.4957762689 |
| 2017-06-01 | 23.5312609911 |
| 2017-07-01 | 23.1777926893 |
| 2017-08-01 | 23.2626373784 |
| 2017-09-01 | 23.1987346465 |
| 2017-10-01 | 23.0391231682 |
| 2017-11-01 | 23.1454952387 |
| 2017-12-01 | 22.9552878198 |
| 2018-01-01 | 23.0827140797 |
| 2018-02-01 | 23.1608259150 |
| 2018-03-01 | 23.4927309031 |
| 2018-04-01 | 23.2972426736 |
| 2018-05-01 | 23.4865316382 |
| 2018-06-01 | 24.0242745250 |
| 2018-07-01 | 23.3745250778 |
| 2018-08-01 | 23.4063423143 |
| 2018-09-01 | 23.4589017505 |
| 2018-10-01 | 23.6047261244 |
| 2018-11-01 | 23.5244024151 |
| 2018-12-01 | 23.3969138384 |
| 2019-01-01 | 23.9425639717 |
| 2019-02-01 | 24.0212700888 |
| 2019-03-01 | 24.1516916250 |
| 2019-04-01 | 24.0200273179 |
| 2019-05-01 | 24.0909331988 |
| 2019-06-01 | 24.1505418462 |
| 2019-07-01 | 24.3064193409 |
| 2019-08-01 | 23.9377324124 |
| 2019-09-01 | 24.0042889875 |
| 2019-10-01 | 24.2565997842 |
| 2019-11-01 | 24.3831609069 |
| 2019-12-01 | 24.0035485678 |
| 2020-01-01 | 24.5073357776 |
| 2020-02-01 | 24.6008658131 |
| 2020-03-01 | 24.4168800175 |
| 2020-04-01 | 19.0362514866 |
| 2020-05-01 | 19.2311757330 |
| 2020-06-01 | 19.3855481561 |
| 2020-07-01 | 19.4253370603 |
| 2020-08-01 | 19.7652660067 |
| 2020-09-01 | 19.8191984702 |
| 2020-10-01 | 20.0332572977 |
| 2020-11-01 | 19.9517465053 |
| 2020-12-01 | 19.9995324509 |
| 2021-01-01 | 19.9631238999 |
| 2021-02-01 | 19.6795420008 |
| 2021-03-01 | 20.0817104343 |
| 2021-04-01 | 20.8564504297 |
| 2021-05-01 | 20.9919985419 |
| 2021-06-01 | 21.0097078672 |
| 2021-07-01 | 21.9386212186 |
| 2021-08-01 | 21.7851905113 |
| 2021-09-01 | 21.7946399187 |
| 2021-10-01 | 22.1445267522 |
| 2021-11-01 | 22.3426827649 |
| 2021-12-01 | 22.3786417144 |
| 2022-01-01 | 22.1335247610 |
| 2022-02-01 | 22.5828754869 |
| 2022-03-01 | 22.7370137427 |
| 2022-04-01 | 22.6624227356 |
| 2022-05-01 | 22.7538801584 |
| 2022-06-01 | 22.3134620616 |
| 2022-07-01 | 22.6161845764 |
| 2022-08-01 | 22.9225063236 |
| 2022-09-01 | 23.1805617779 |
| 2022-10-01 | 22.8731853719 |
| 2022-11-01 | 23.0471292367 |
| 2022-12-01 | 22.9555746318 |
| 2023-01-01 | 23.2114673122 |
| 2023-02-01 | 23.1008662705 |
| 2023-03-01 | 23.2627646593 |
| 2023-04-01 | 22.9624421926 |
| 2023-05-01 | 22.9142276710 |
| 2023-06-01 | 23.2076786802 |
| 2023-07-01 | 22.8870029134 |
| 2023-08-01 | 23.1717639630 |
| 2023-09-01 | 23.4649382493 |
| 2023-10-01 | 23.4004240445 |
| 2023-11-01 | 23.4629112331 |
| 2023-12-01 | 23.8372679503 |
| 2024-01-01 | 23.9960098611 |
| 2024-02-01 | 24.2298438667 |
| 2024-03-01 | 24.1666639919 |
| 2024-04-01 | 24.4654083676 |
| 2024-05-01 | 24.5744229305 |
| 2024-06-01 | 24.4931628654 |
| 2024-07-01 | 24.9285834219 |
| 2024-08-01 | 24.3526196747 |
| 2024-09-01 | 24.2652325323 |
| 2024-10-01 | 24.1116500178 |
| 2024-11-01 | 24.1828897186 |
| 2024-12-01 | 24.1176354622 |
| 2025-01-01 | 23.9868959177 |
| 2025-02-01 | 24.0532216333 |
| 2025-03-01 | 23.9793347333 |
| 2025-04-01 | 24.0620012943 |
| 2025-05-01 | 24.2170622058 |
| 2025-06-01 | 24.9892560348 |
| 2025-07-01 | 24.6795175689 |
| 2025-08-01 | 23.8366170506 |
| 2025-09-01 | 24.1644357221 |
| 2025-10-01 | 24.4085863638 |
| 2025-11-01 | 24.2894890073 |
| 2025-12-01 | 24.3050506426 |
| 2026-01-01 | 24.2954488741 |
| 2026-02-01 | 24.0754654669 |
| 2026-03-01 | 24.1989913509 |
| 2026-04-01 | 24.1550997439 |
| 2026-05-01 | 23.8367838455 |
| 2026-06-01 | 23.4953662658 |
| 2026-07-01 | 23.9292340662 |
| 2026-08-01 | 24.2272554477 |