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 2026-09-01 |
| Last Updated | 2026-10-20 9:56 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 | 11.6868000152 |
| 1990-02-01 | 12.0677711866 |
| 1990-03-01 | 11.6132276540 |
| 1990-04-01 | 12.1106126596 |
| 1990-05-01 | 11.1081757706 |
| 1990-06-01 | 12.7534866217 |
| 1990-07-01 | 12.1324362631 |
| 1990-08-01 | 12.9491714082 |
| 1990-09-01 | 12.2884059152 |
| 1990-10-01 | 12.1931726320 |
| 1990-11-01 | 13.4034855977 |
| 1990-12-01 | 12.3152900036 |
| 1991-01-01 | 11.8824172892 |
| 1991-02-01 | 11.6683325108 |
| 1991-03-01 | 11.8887648847 |
| 1991-04-01 | 10.8961672228 |
| 1991-05-01 | 11.3955135916 |
| 1991-06-01 | 11.3445712396 |
| 1991-07-01 | 11.5345780424 |
| 1991-08-01 | 11.3083503170 |
| 1991-09-01 | 11.3859915864 |
| 1991-10-01 | 11.5984328876 |
| 1991-11-01 | 11.6995689383 |
| 1991-12-01 | 10.7414665581 |
| 1992-01-01 | 11.9769305676 |
| 1992-02-01 | 11.7587273492 |
| 1992-03-01 | 11.6405514986 |
| 1992-04-01 | 11.7795403571 |
| 1992-05-01 | 11.7703625095 |
| 1992-06-01 | 11.5455147569 |
| 1992-07-01 | 11.8362880098 |
| 1992-08-01 | 12.2108519012 |
| 1992-09-01 | 12.3661841760 |
| 1992-10-01 | 12.1977931756 |
| 1992-11-01 | 11.9895031072 |
| 1992-12-01 | 12.3795870610 |
| 1993-01-01 | 12.1746874492 |
| 1993-02-01 | 12.2436951166 |
| 1993-03-01 | 12.2948058891 |
| 1993-04-01 | 12.6640161758 |
| 1993-05-01 | 12.6188192059 |
| 1993-06-01 | 12.9509345649 |
| 1993-07-01 | 12.8567105218 |
| 1993-08-01 | 12.5159225051 |
| 1993-09-01 | 12.3259602541 |
| 1993-10-01 | 12.5023865744 |
| 1993-11-01 | 12.2855040023 |
| 1993-12-01 | 12.2001604664 |
| 1994-01-01 | 12.8858201731 |
| 1994-02-01 | 12.6255160204 |
| 1994-03-01 | 12.8668651321 |
| 1994-04-01 | 12.6688705278 |
| 1994-05-01 | 12.5581810356 |
| 1994-06-01 | 11.8496631390 |
| 1994-07-01 | 12.3559160913 |
| 1994-08-01 | 12.2080892214 |
| 1994-09-01 | 12.7092001089 |
| 1994-10-01 | 12.6863937801 |
| 1994-11-01 | 13.0803713066 |
| 1994-12-01 | 13.0387414699 |
| 1995-01-01 | 12.8772834891 |
| 1995-02-01 | 13.2160994391 |
| 1995-03-01 | 12.9645711880 |
| 1995-04-01 | 12.7822121671 |
| 1995-05-01 | 12.8861944820 |
| 1995-06-01 | 13.9563107211 |
| 1995-07-01 | 12.8741036920 |
| 1995-08-01 | 13.0597307400 |
| 1995-09-01 | 12.9957942398 |
| 1995-10-01 | 12.8505252823 |
| 1995-11-01 | 13.0804832344 |
| 1995-12-01 | 12.9590513417 |
| 1996-01-01 | 12.4587137981 |
| 1996-02-01 | 12.4144487021 |
| 1996-03-01 | 12.5850192144 |
| 1996-04-01 | 12.6282173714 |
| 1996-05-01 | 12.5443315452 |
| 1996-06-01 | 12.4831138825 |
| 1996-07-01 | 12.2638283945 |
| 1996-08-01 | 11.9494159648 |
| 1996-09-01 | 11.8849621156 |
| 1996-10-01 | 10.9755094358 |
| 1996-11-01 | 11.4032824308 |
| 1996-12-01 | 11.4145857257 |
| 1997-01-01 | 12.9048092282 |
| 1997-02-01 | 12.9480406022 |
| 1997-03-01 | 12.8139758366 |
| 1997-04-01 | 12.3702308171 |
| 1997-05-01 | 12.9325962302 |
| 1997-06-01 | 12.7213547490 |
| 1997-07-01 | 13.3469368394 |
| 1997-08-01 | 13.0770660121 |
| 1997-09-01 | 13.1283081367 |
| 1997-10-01 | 14.6985201983 |
| 1997-11-01 | 13.9929971976 |
| 1997-12-01 | 13.5975547183 |
| 1998-01-01 | 13.6282866257 |
| 1998-02-01 | 13.5834353317 |
| 1998-03-01 | 13.5302714966 |
| 1998-04-01 | 13.8206495491 |
| 1998-05-01 | 14.9647201768 |
| 1998-06-01 | 14.1453508017 |
| 1998-07-01 | 13.2138356090 |
| 1998-08-01 | 13.0582205940 |
| 1998-09-01 | 13.0505730238 |
| 1998-10-01 | 13.3324865394 |
| 1998-11-01 | 13.2184502614 |
| 1998-12-01 | 13.2197713745 |
| 1999-01-01 | 13.0435259179 |
| 1999-02-01 | 13.1371010450 |
| 1999-03-01 | 13.0140379150 |
| 1999-04-01 | 13.0423028772 |
| 1999-05-01 | 13.2000021433 |
| 1999-06-01 | 13.2517402246 |
| 1999-07-01 | 13.6065393827 |
| 1999-08-01 | 14.3435746765 |
| 1999-09-01 | 13.7441960179 |
| 1999-10-01 | 14.1100270975 |
| 1999-11-01 | 14.0430597816 |
| 1999-12-01 | 14.0376946398 |
| 2000-01-01 | 14.4042164961 |
| 2000-02-01 | 13.8636519463 |
| 2000-03-01 | 14.5644528982 |
| 2000-04-01 | 14.5546047937 |
| 2000-05-01 | 14.6245801686 |
| 2000-06-01 | 14.8542413215 |
| 2000-07-01 | 15.0107320886 |
| 2000-08-01 | 15.2448213344 |
| 2000-09-01 | 15.2425839440 |
| 2000-10-01 | 14.9145037630 |
| 2000-11-01 | 14.8392242940 |
| 2000-12-01 | 15.0461361344 |
| 2001-01-01 | 15.3269262484 |
| 2001-02-01 | 15.1852671432 |
| 2001-03-01 | 15.3848946945 |
| 2001-04-01 | 15.0336804291 |
| 2001-05-01 | 15.2116896032 |
| 2001-06-01 | 15.5433948612 |
| 2001-07-01 | 15.4271439953 |
| 2001-08-01 | 15.6051361187 |
| 2001-09-01 | 15.6718571256 |
| 2001-10-01 | 15.5470183001 |
| 2001-11-01 | 15.4054294930 |
| 2001-12-01 | 15.5106165158 |
| 2002-01-01 | 15.7047885172 |
| 2002-02-01 | 15.4663202268 |
| 2002-03-01 | 15.4817934543 |
| 2002-04-01 | 15.7141800637 |
| 2002-05-01 | 15.8572563646 |
| 2002-06-01 | 15.9385116826 |
| 2002-07-01 | 16.1592385395 |
| 2002-08-01 | 16.5361631015 |
| 2002-09-01 | 16.7504003074 |
| 2002-10-01 | 16.7669536072 |
| 2002-11-01 | 17.1200585712 |
| 2002-12-01 | 17.3281608867 |
| 2003-01-01 | 17.5070728265 |
| 2003-02-01 | 17.7239629388 |
| 2003-03-01 | 17.8946292613 |
| 2003-04-01 | 18.2804461395 |
| 2003-05-01 | 18.0759018528 |
| 2003-06-01 | 17.6534547154 |
| 2003-07-01 | 18.0181799024 |
| 2003-08-01 | 17.9260834823 |
| 2003-09-01 | 17.8716940458 |
| 2003-10-01 | 17.8596378149 |
| 2003-11-01 | 17.7811717734 |
| 2003-12-01 | 17.5896254045 |
| 2004-01-01 | 17.7290167069 |
| 2004-02-01 | 17.8558134559 |
| 2004-03-01 | 18.0083211214 |
| 2004-04-01 | 18.0627833481 |
| 2004-05-01 | 17.7140755763 |
| 2004-06-01 | 18.3040745920 |
| 2004-07-01 | 18.3644309862 |
| 2004-08-01 | 18.3412712396 |
| 2004-09-01 | 18.4306175287 |
| 2004-10-01 | 18.5914356412 |
| 2004-11-01 | 18.7249659763 |
| 2004-12-01 | 18.9477801498 |
| 2005-01-01 | 18.5250276275 |
| 2005-02-01 | 18.9759562302 |
| 2005-03-01 | 19.0449001463 |
| 2005-04-01 | 18.8297760287 |
| 2005-05-01 | 19.2804865123 |
| 2005-06-01 | 19.2760694422 |
| 2005-07-01 | 18.5237166246 |
| 2005-08-01 | 19.0682509651 |
| 2005-09-01 | 19.1018768627 |
| 2005-10-01 | 18.9021341644 |
| 2005-11-01 | 19.0545232877 |
| 2005-12-01 | 19.0796852454 |
| 2006-01-01 | 19.0729392329 |
| 2006-02-01 | 19.0339650551 |
| 2006-03-01 | 18.3069852114 |
| 2006-04-01 | 18.9793669204 |
| 2006-05-01 | 18.9579173545 |
| 2006-06-01 | 18.9487770908 |
| 2006-07-01 | 18.9961239468 |
| 2006-08-01 | 19.1973616330 |
| 2006-09-01 | 19.3795303648 |
| 2006-10-01 | 19.3021715315 |
| 2006-11-01 | 19.3802015932 |
| 2006-12-01 | 19.3034989899 |
| 2007-01-01 | 19.1668942434 |
| 2007-02-01 | 19.3387363860 |
| 2007-03-01 | 19.4014758037 |
| 2007-04-01 | 19.1033848206 |
| 2007-05-01 | 19.1578900881 |
| 2007-06-01 | 19.3330938208 |
| 2007-07-01 | 19.8617116206 |
| 2007-08-01 | 19.7960083559 |
| 2007-09-01 | 19.6275049017 |
| 2007-10-01 | 20.0298894984 |
| 2007-11-01 | 19.6067822091 |
| 2007-12-01 | 19.3394067816 |
| 2008-01-01 | 19.7185607177 |
| 2008-02-01 | 20.3868961162 |
| 2008-03-01 | 20.0190435663 |
| 2008-04-01 | 21.0314589464 |
| 2008-05-01 | 20.9757817833 |
| 2008-06-01 | 19.8077668823 |
| 2008-07-01 | 20.2867451789 |
| 2008-08-01 | 20.4443380735 |
| 2008-09-01 | 20.7451723296 |
| 2008-10-01 | 21.0845525655 |
| 2008-11-01 | 21.3680103562 |
| 2008-12-01 | 21.5199959289 |
| 2009-01-01 | 21.6531980957 |
| 2009-02-01 | 21.3364200407 |
| 2009-03-01 | 21.4503275430 |
| 2009-04-01 | 21.7837928352 |
| 2009-05-01 | 21.5061255407 |
| 2009-06-01 | 21.0467287074 |
| 2009-07-01 | 20.4827097341 |
| 2009-08-01 | 20.2609606344 |
| 2009-09-01 | 20.1171894639 |
| 2009-10-01 | 20.2822557752 |
| 2009-11-01 | 20.3575181136 |
| 2009-12-01 | 20.3173849817 |
| 2010-01-01 | 19.9014006859 |
| 2010-02-01 | 19.7839517201 |
| 2010-03-01 | 20.0855788557 |
| 2010-04-01 | 19.8649155741 |
| 2010-05-01 | 19.8217230209 |
| 2010-06-01 | 19.9517964165 |
| 2010-07-01 | 20.6686635043 |
| 2010-08-01 | 20.4541397062 |
| 2010-09-01 | 20.4618249473 |
| 2010-10-01 | 20.3970446620 |
| 2010-11-01 | 20.4574404518 |
| 2010-12-01 | 20.4411826345 |
| 2011-01-01 | 20.8023414104 |
| 2011-02-01 | 20.6009819053 |
| 2011-03-01 | 20.5084907073 |
| 2011-04-01 | 20.7711107312 |
| 2011-05-01 | 20.7437013896 |
| 2011-06-01 | 20.8411323365 |
| 2011-07-01 | 20.9403869213 |
| 2011-08-01 | 21.1184497999 |
| 2011-09-01 | 21.0940697750 |
| 2011-10-01 | 20.8157312215 |
| 2011-11-01 | 20.7569426380 |
| 2011-12-01 | 20.7845434617 |
| 2012-01-01 | 21.1431335537 |
| 2012-02-01 | 21.0031626126 |
| 2012-03-01 | 21.0343999478 |
| 2012-04-01 | 20.9864142706 |
| 2012-05-01 | 21.2627235396 |
| 2012-06-01 | 21.5218068958 |
| 2012-07-01 | 21.6907329648 |
| 2012-08-01 | 21.6493281868 |
| 2012-09-01 | 21.9373243608 |
| 2012-10-01 | 22.0317329189 |
| 2012-11-01 | 22.0772213337 |
| 2012-12-01 | 22.7633684840 |
| 2013-01-01 | 22.2948256450 |
| 2013-02-01 | 22.6837201647 |
| 2013-03-01 | 22.7522082626 |
| 2013-04-01 | 22.7158662839 |
| 2013-05-01 | 23.0737841899 |
| 2013-06-01 | 22.4770061030 |
| 2013-07-01 | 22.2321811370 |
| 2013-08-01 | 22.2726481037 |
| 2013-09-01 | 22.5006292266 |
| 2013-10-01 | 22.6703529874 |
| 2013-11-01 | 22.7075138364 |
| 2013-12-01 | 22.5343736444 |
| 2014-01-01 | 22.4341670888 |
| 2014-02-01 | 22.7880667163 |
| 2014-03-01 | 22.7643218172 |
| 2014-04-01 | 22.9313129268 |
| 2014-05-01 | 22.8568914089 |
| 2014-06-01 | 23.2120927328 |
| 2014-07-01 | 22.2928877763 |
| 2014-08-01 | 22.0940513689 |
| 2014-09-01 | 22.3909950637 |
| 2014-10-01 | 22.6249758768 |
| 2014-11-01 | 22.7346722922 |
| 2014-12-01 | 22.5230655585 |
| 2015-01-01 | 22.1465277527 |
| 2015-02-01 | 21.9982201486 |
| 2015-03-01 | 21.9512333135 |
| 2015-04-01 | 22.0620834581 |
| 2015-05-01 | 22.0340907764 |
| 2015-06-01 | 22.0413990555 |
| 2015-07-01 | 22.6515281750 |
| 2015-08-01 | 22.4081175572 |
| 2015-09-01 | 22.4113493615 |
| 2015-10-01 | 22.2849091275 |
| 2015-11-01 | 22.2747347368 |
| 2015-12-01 | 22.4052293889 |
| 2016-01-01 | 22.8155412033 |
| 2016-02-01 | 22.8097290864 |
| 2016-03-01 | 22.8452318389 |
| 2016-04-01 | 22.8015680613 |
| 2016-05-01 | 22.8097419234 |
| 2016-06-01 | 23.0782646692 |
| 2016-07-01 | 23.5056571288 |
| 2016-08-01 | 23.3291534085 |
| 2016-09-01 | 23.4502304184 |
| 2016-10-01 | 23.1326887091 |
| 2016-11-01 | 23.2178359587 |
| 2016-12-01 | 23.4007713698 |
| 2017-01-01 | 23.3402487659 |
| 2017-02-01 | 23.2889742445 |
| 2017-03-01 | 23.4531016921 |
| 2017-04-01 | 23.4622604437 |
| 2017-05-01 | 23.4958020780 |
| 2017-06-01 | 23.5312900452 |
| 2017-07-01 | 23.1778454249 |
| 2017-08-01 | 23.2626746102 |
| 2017-09-01 | 23.1987699323 |
| 2017-10-01 | 23.0391454456 |
| 2017-11-01 | 23.1454958148 |
| 2017-12-01 | 22.9552596091 |
| 2018-01-01 | 23.0826598926 |
| 2018-02-01 | 23.1607095115 |
| 2018-03-01 | 23.4924206789 |
| 2018-04-01 | 23.2973978963 |
| 2018-05-01 | 23.4865405195 |
| 2018-06-01 | 24.0242906691 |
| 2018-07-01 | 23.3750500541 |
| 2018-08-01 | 23.4063493781 |
| 2018-09-01 | 23.4588988920 |
| 2018-10-01 | 23.6047017881 |
| 2018-11-01 | 23.5243436904 |
| 2018-12-01 | 23.3968102015 |
| 2019-01-01 | 23.9424748668 |
| 2019-02-01 | 24.0209518473 |
| 2019-03-01 | 24.1510298271 |
| 2019-04-01 | 24.0203163683 |
| 2019-05-01 | 24.0910049085 |
| 2019-06-01 | 24.1506945522 |
| 2019-07-01 | 24.3076953291 |
| 2019-08-01 | 23.9380135131 |
| 2019-09-01 | 24.0036264414 |
| 2019-10-01 | 24.2567087978 |
| 2019-11-01 | 24.3831351401 |
| 2019-12-01 | 24.0034019124 |
| 2020-01-01 | 24.5071149512 |
| 2020-02-01 | 24.6001396149 |
| 2020-03-01 | 24.4156352509 |
| 2020-04-01 | 19.0363520379 |
| 2020-05-01 | 19.2309203735 |
| 2020-06-01 | 19.3853918112 |
| 2020-07-01 | 19.4303807499 |
| 2020-08-01 | 19.7653839270 |
| 2020-09-01 | 19.8175013787 |
| 2020-10-01 | 20.0331897047 |
| 2020-11-01 | 19.9514732688 |
| 2020-12-01 | 19.9990378121 |
| 2021-01-01 | 19.9624768904 |
| 2021-02-01 | 19.6781882550 |
| 2021-03-01 | 20.0799280387 |
| 2021-04-01 | 20.8561955591 |
| 2021-05-01 | 20.9916066535 |
| 2021-06-01 | 21.0095200475 |
| 2021-07-01 | 21.9489561361 |
| 2021-08-01 | 21.7851801907 |
| 2021-09-01 | 21.7917130639 |
| 2021-10-01 | 22.1438957188 |
| 2021-11-01 | 22.3416922720 |
| 2021-12-01 | 22.3773916873 |
| 2022-01-01 | 22.1320222201 |
| 2022-02-01 | 22.5806130672 |
| 2022-03-01 | 22.7345572471 |
| 2022-04-01 | 22.6616700141 |
| 2022-05-01 | 22.7530035768 |
| 2022-06-01 | 22.3129709541 |
| 2022-07-01 | 22.6368009362 |
| 2022-08-01 | 22.9228217432 |
| 2022-09-01 | 23.1745202938 |
| 2022-10-01 | 22.8709761879 |
| 2022-11-01 | 23.0445572131 |
| 2022-12-01 | 22.9527309805 |
| 2023-01-01 | 23.2084234943 |
| 2023-02-01 | 23.0972161270 |
| 2023-03-01 | 23.2596489834 |
| 2023-04-01 | 22.9615957690 |
| 2023-05-01 | 22.9145298003 |
| 2023-06-01 | 23.2085109963 |
| 2023-07-01 | 22.9187189971 |
| 2023-08-01 | 23.1754074197 |
| 2023-09-01 | 23.4509759700 |
| 2023-10-01 | 23.3955176104 |
| 2023-11-01 | 23.4582876314 |
| 2023-12-01 | 23.8326583867 |
| 2024-01-01 | 23.9912304780 |
| 2024-02-01 | 24.2246504276 |
| 2024-03-01 | 24.1628300032 |
| 2024-04-01 | 24.4647688577 |
| 2024-05-01 | 24.5766111295 |
| 2024-06-01 | 24.4970063391 |
| 2024-07-01 | 24.9727940850 |
| 2024-08-01 | 24.3632185176 |
| 2024-09-01 | 24.2364552065 |
| 2024-10-01 | 24.1035312053 |
| 2024-11-01 | 24.1760827028 |
| 2024-12-01 | 24.1113151654 |
| 2025-01-01 | 23.9806217121 |
| 2025-02-01 | 24.0469469783 |
| 2025-03-01 | 23.9751069529 |
| 2025-04-01 | 24.0619436840 |
| 2025-05-01 | 24.2221119875 |
| 2025-06-01 | 24.9973070468 |
| 2025-07-01 | 24.7315195115 |
| 2025-08-01 | 23.8554341760 |
| 2025-09-01 | 24.1216442760 |
| 2025-10-01 | 24.3974255950 |
| 2025-11-01 | 24.2807690868 |
| 2025-12-01 | 24.2974542093 |
| 2026-01-01 | 24.2881505843 |
| 2026-02-01 | 24.0685261622 |
| 2026-03-01 | 24.1945051226 |
| 2026-04-01 | 24.1556877271 |
| 2026-05-01 | 23.8438004771 |
| 2026-06-01 | 23.5070475816 |
| 2026-07-01 | 23.9870188553 |
| 2026-08-01 | 24.3535293269 |
| 2026-09-01 | 24.4217570099 |