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 2026-06-01 |
| Last Updated | 2026-07-22 10:37 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 | 11.6867448380240 |
| 1990-02-01 | 12.0676561535604 |
| 1990-03-01 | 11.6134752311424 |
| 1990-04-01 | 12.1103360596590 |
| 1990-05-01 | 11.1085025123171 |
| 1990-06-01 | 12.7532979274462 |
| 1990-07-01 | 12.1327161098362 |
| 1990-08-01 | 12.9491813598758 |
| 1990-09-01 | 12.2883131943683 |
| 1990-10-01 | 12.1931027392615 |
| 1990-11-01 | 13.4034269099568 |
| 1990-12-01 | 12.3152580837436 |
| 1991-01-01 | 11.8823986040515 |
| 1991-02-01 | 11.6682281815296 |
| 1991-03-01 | 11.8889915475087 |
| 1991-04-01 | 10.8959234232349 |
| 1991-05-01 | 11.3958038460603 |
| 1991-06-01 | 11.3444008560463 |
| 1991-07-01 | 11.5348258766200 |
| 1991-08-01 | 11.3083424283226 |
| 1991-09-01 | 11.3859052046566 |
| 1991-10-01 | 11.5983643615145 |
| 1991-11-01 | 11.6995100451942 |
| 1991-12-01 | 10.7414306169228 |
| 1992-01-01 | 11.9769676778870 |
| 1992-02-01 | 11.7586683515713 |
| 1992-03-01 | 11.6407095848870 |
| 1992-04-01 | 11.7793830425960 |
| 1992-05-01 | 11.7705494249024 |
| 1992-06-01 | 11.5454095628564 |
| 1992-07-01 | 11.8364427258233 |
| 1992-08-01 | 12.2108248470662 |
| 1992-09-01 | 12.3661199953464 |
| 1992-10-01 | 12.1977321810442 |
| 1992-11-01 | 11.9894465280793 |
| 1992-12-01 | 12.3795468067074 |
| 1993-01-01 | 12.1747770768345 |
| 1993-02-01 | 12.2436737292034 |
| 1993-03-01 | 12.2949102765943 |
| 1993-04-01 | 12.6639508574205 |
| 1993-05-01 | 12.6189189025022 |
| 1993-06-01 | 12.9508812916309 |
| 1993-07-01 | 12.8567863674593 |
| 1993-08-01 | 12.5158719571945 |
| 1993-09-01 | 12.3259033132138 |
| 1993-10-01 | 12.5023634901972 |
| 1993-11-01 | 12.2854063311192 |
| 1993-12-01 | 12.2000458389671 |
| 1994-01-01 | 12.8859990449839 |
| 1994-02-01 | 12.6255704436191 |
| 1994-03-01 | 12.8669390127726 |
| 1994-04-01 | 12.6688935835137 |
| 1994-05-01 | 12.5581941671247 |
| 1994-06-01 | 11.8496273435924 |
| 1994-07-01 | 12.3559656096682 |
| 1994-08-01 | 12.2079913852471 |
| 1994-09-01 | 12.7091062352037 |
| 1994-10-01 | 12.6864834393743 |
| 1994-11-01 | 13.0802275601670 |
| 1994-12-01 | 13.0385274089613 |
| 1995-01-01 | 12.8775216128286 |
| 1995-02-01 | 13.2161948321143 |
| 1995-03-01 | 12.9646671983751 |
| 1995-04-01 | 12.7822784512576 |
| 1995-05-01 | 12.8861827539357 |
| 1995-06-01 | 13.9562472025810 |
| 1995-07-01 | 12.8741938676404 |
| 1995-08-01 | 13.0595710647376 |
| 1995-09-01 | 12.9956516902880 |
| 1995-10-01 | 12.8507262420847 |
| 1995-11-01 | 13.0802965142492 |
| 1995-12-01 | 12.9587476655017 |
| 1996-01-01 | 12.4589826482121 |
| 1996-02-01 | 12.4145914788109 |
| 1996-03-01 | 12.5851315197495 |
| 1996-04-01 | 12.6283072744986 |
| 1996-05-01 | 12.5442978084882 |
| 1996-06-01 | 12.4830295102364 |
| 1996-07-01 | 12.2639590038753 |
| 1996-08-01 | 11.9492040647824 |
| 1996-09-01 | 11.8847838564058 |
| 1996-10-01 | 10.9757938679675 |
| 1996-11-01 | 11.4031005271525 |
| 1996-12-01 | 11.4142695306066 |
| 1997-01-01 | 12.9050375237554 |
| 1997-02-01 | 12.9481911997346 |
| 1997-03-01 | 12.8140839326783 |
| 1997-04-01 | 12.3703281968120 |
| 1997-05-01 | 12.9325561431427 |
| 1997-06-01 | 12.7212837684944 |
| 1997-07-01 | 13.3470749393106 |
| 1997-08-01 | 13.0768330817617 |
| 1997-09-01 | 13.1281307908732 |
| 1997-10-01 | 14.6988223488975 |
| 1997-11-01 | 13.9928382599562 |
| 1997-12-01 | 13.5972508114443 |
| 1998-01-01 | 13.6284820713849 |
| 1998-02-01 | 13.5835864649293 |
| 1998-03-01 | 13.5303606555179 |
| 1998-04-01 | 13.8207393955076 |
| 1998-05-01 | 14.9646732486175 |
| 1998-06-01 | 14.1452853569480 |
| 1998-07-01 | 13.2139728993252 |
| 1998-08-01 | 13.0579866827883 |
| 1998-09-01 | 13.0504041235202 |
| 1998-10-01 | 13.3327738276723 |
| 1998-11-01 | 13.2183585627861 |
| 1998-12-01 | 13.2195502715513 |
| 1999-01-01 | 13.0436466360936 |
| 1999-02-01 | 13.1372080285115 |
| 1999-03-01 | 13.0140983118333 |
| 1999-04-01 | 13.0423704661819 |
| 1999-05-01 | 13.1999649445825 |
| 1999-06-01 | 13.2517025651986 |
| 1999-07-01 | 13.6066398464438 |
| 1999-08-01 | 14.3433749878435 |
| 1999-09-01 | 13.7440756589104 |
| 1999-10-01 | 14.1102216624336 |
| 1999-11-01 | 14.0430370907529 |
| 1999-12-01 | 14.0375787659346 |
| 2000-01-01 | 14.4042749910746 |
| 2000-02-01 | 13.8637133503447 |
| 2000-03-01 | 14.5644837831529 |
| 2000-04-01 | 14.5546451561323 |
| 2000-05-01 | 14.6245588441790 |
| 2000-06-01 | 14.8542225504595 |
| 2000-07-01 | 15.0107856420157 |
| 2000-08-01 | 15.2446813451142 |
| 2000-09-01 | 15.2425145115766 |
| 2000-10-01 | 14.9145945040834 |
| 2000-11-01 | 14.8392556570759 |
| 2000-12-01 | 15.0461228787086 |
| 2001-01-01 | 15.3269237060686 |
| 2001-02-01 | 15.1852874072044 |
| 2001-03-01 | 15.3849027361851 |
| 2001-04-01 | 15.0336973160954 |
| 2001-05-01 | 15.2116878786271 |
| 2001-06-01 | 15.5434002713352 |
| 2001-07-01 | 15.4271538864049 |
| 2001-08-01 | 15.6050611964120 |
| 2001-09-01 | 15.6718263384850 |
| 2001-10-01 | 15.5470318287381 |
| 2001-11-01 | 15.4054637168354 |
| 2001-12-01 | 15.5106250608575 |
| 2002-01-01 | 15.7047946307501 |
| 2002-02-01 | 15.4663325756543 |
| 2002-03-01 | 15.4817931905103 |
| 2002-04-01 | 15.7141852447554 |
| 2002-05-01 | 15.8572568350583 |
| 2002-06-01 | 15.9385121950563 |
| 2002-07-01 | 16.1592404456247 |
| 2002-08-01 | 16.5361263297811 |
| 2002-09-01 | 16.7503767001293 |
| 2002-10-01 | 16.7669606549289 |
| 2002-11-01 | 17.1200809064444 |
| 2002-12-01 | 17.3281672620191 |
| 2003-01-01 | 17.5070779144782 |
| 2003-02-01 | 17.7239700647061 |
| 2003-03-01 | 17.8946288866705 |
| 2003-04-01 | 18.2804487567001 |
| 2003-05-01 | 18.0759009039910 |
| 2003-06-01 | 17.6534538054111 |
| 2003-07-01 | 18.0181796148009 |
| 2003-08-01 | 17.9260679645718 |
| 2003-09-01 | 17.8716805714487 |
| 2003-10-01 | 17.8596400545445 |
| 2003-11-01 | 17.7811825265892 |
| 2003-12-01 | 17.5896291880949 |
| 2004-01-01 | 17.7290208302933 |
| 2004-02-01 | 17.8558160909098 |
| 2004-03-01 | 18.0083218773473 |
| 2004-04-01 | 18.0627848616328 |
| 2004-05-01 | 17.7140742206084 |
| 2004-06-01 | 18.3040722650164 |
| 2004-07-01 | 18.3644284361997 |
| 2004-08-01 | 18.3412687232809 |
| 2004-09-01 | 18.4306157212107 |
| 2004-10-01 | 18.5914350804439 |
| 2004-11-01 | 18.7249667731285 |
| 2004-12-01 | 18.9477818484164 |
| 2005-01-01 | 18.5250298439224 |
| 2005-02-01 | 18.9759575808950 |
| 2005-03-01 | 19.0449006568408 |
| 2005-04-01 | 18.8297761265296 |
| 2005-05-01 | 19.2804859197043 |
| 2005-06-01 | 19.2760684971017 |
| 2005-07-01 | 18.5237158508937 |
| 2005-08-01 | 19.0682503021218 |
| 2005-09-01 | 19.1018764430941 |
| 2005-10-01 | 18.9021340712683 |
| 2005-11-01 | 19.0545235092414 |
| 2005-12-01 | 19.0796856777036 |
| 2006-01-01 | 19.0729400335605 |
| 2006-02-01 | 19.0339654060952 |
| 2006-03-01 | 18.3069852732899 |
| 2006-04-01 | 18.9793669407091 |
| 2006-05-01 | 18.9579170931649 |
| 2006-06-01 | 18.9487767796899 |
| 2006-07-01 | 18.9961236789848 |
| 2006-08-01 | 19.1973615427531 |
| 2006-09-01 | 19.3795303214313 |
| 2006-10-01 | 19.3021715288560 |
| 2006-11-01 | 19.3802016009226 |
| 2006-12-01 | 19.3034990266206 |
| 2007-01-01 | 19.1668945244244 |
| 2007-02-01 | 19.3387365672135 |
| 2007-03-01 | 19.4014758910040 |
| 2007-04-01 | 19.1033849688353 |
| 2007-05-01 | 19.1578901101110 |
| 2007-06-01 | 19.3330938817808 |
| 2007-07-01 | 19.8617106925354 |
| 2007-08-01 | 19.7960083902102 |
| 2007-09-01 | 19.6275049225967 |
| 2007-10-01 | 20.0298895140639 |
| 2007-11-01 | 19.6067822129701 |
| 2007-12-01 | 19.3394068275335 |
| 2008-01-01 | 19.7185609202715 |
| 2008-02-01 | 20.3868963791247 |
| 2008-03-01 | 20.0190437466266 |
| 2008-04-01 | 21.0314592732834 |
| 2008-05-01 | 20.9757819378563 |
| 2008-06-01 | 19.8077670279072 |
| 2008-07-01 | 20.2867434749777 |
| 2008-08-01 | 20.4443381566408 |
| 2008-09-01 | 20.7451723662578 |
| 2008-10-01 | 21.0845525752988 |
| 2008-11-01 | 21.3680103640509 |
| 2008-12-01 | 21.5199960265298 |
| 2009-01-01 | 21.6531983385795 |
| 2009-02-01 | 21.3364205724387 |
| 2009-03-01 | 21.4503280107888 |
| 2009-04-01 | 21.7837933866334 |
| 2009-05-01 | 21.5061257292346 |
| 2009-06-01 | 21.0467287507518 |
| 2009-07-01 | 20.4827071176720 |
| 2009-08-01 | 20.2609605442682 |
| 2009-09-01 | 20.1171894342703 |
| 2009-10-01 | 20.2822558819934 |
| 2009-11-01 | 20.3575183863293 |
| 2009-12-01 | 20.3173842123464 |
| 2010-01-01 | 19.9014015373116 |
| 2010-02-01 | 19.7839529939235 |
| 2010-03-01 | 20.0855800625332 |
| 2010-04-01 | 19.8649167343678 |
| 2010-05-01 | 19.8217236416905 |
| 2010-06-01 | 19.9517967048462 |
| 2010-07-01 | 20.6686566744801 |
| 2010-08-01 | 20.4541397735962 |
| 2010-09-01 | 20.4618251731221 |
| 2010-10-01 | 20.3970451601543 |
| 2010-11-01 | 20.4574412348359 |
| 2010-12-01 | 20.4411811839066 |
| 2011-01-01 | 20.8023430591935 |
| 2011-02-01 | 20.6009841625537 |
| 2011-03-01 | 20.5084929708352 |
| 2011-04-01 | 20.7711129889593 |
| 2011-05-01 | 20.7437033055009 |
| 2011-06-01 | 20.8411337969740 |
| 2011-07-01 | 20.9403701334376 |
| 2011-08-01 | 21.1184509926133 |
| 2011-09-01 | 21.0940711849579 |
| 2011-10-01 | 20.8157327273322 |
| 2011-11-01 | 20.7569444466980 |
| 2011-12-01 | 20.7845415060953 |
| 2012-01-01 | 21.1431359694407 |
| 2012-02-01 | 21.0031657104745 |
| 2012-03-01 | 21.0344032163884 |
| 2012-04-01 | 20.9864179045437 |
| 2012-05-01 | 21.2627274876526 |
| 2012-06-01 | 21.5218106217311 |
| 2012-07-01 | 21.6907021845353 |
| 2012-08-01 | 21.6493315483088 |
| 2012-09-01 | 21.9373275207459 |
| 2012-10-01 | 22.0317354794082 |
| 2012-11-01 | 22.0772239306954 |
| 2012-12-01 | 22.7633671342594 |
| 2013-01-01 | 22.2948285828135 |
| 2013-02-01 | 22.6837238013992 |
| 2013-03-01 | 22.7522123326245 |
| 2013-04-01 | 22.7158707827729 |
| 2013-05-01 | 23.0737890096589 |
| 2013-06-01 | 22.4770102557257 |
| 2013-07-01 | 22.2321449832421 |
| 2013-08-01 | 22.2726513872909 |
| 2013-09-01 | 22.5006322504768 |
| 2013-10-01 | 22.6703553078290 |
| 2013-11-01 | 22.7075165512668 |
| 2013-12-01 | 22.5343727553847 |
| 2014-01-01 | 22.4341708914781 |
| 2014-02-01 | 22.7880715155410 |
| 2014-03-01 | 22.7643272725709 |
| 2014-04-01 | 22.9313185265113 |
| 2014-05-01 | 22.8568965594536 |
| 2014-06-01 | 23.2120960217252 |
| 2014-07-01 | 22.2928509761235 |
| 2014-08-01 | 22.0940523457053 |
| 2014-09-01 | 22.3909953903417 |
| 2014-10-01 | 22.6249760184433 |
| 2014-11-01 | 22.7346745907861 |
| 2014-12-01 | 22.5230666927999 |
| 2015-01-01 | 22.1465321380780 |
| 2015-02-01 | 21.9982241523119 |
| 2015-03-01 | 21.9512632869830 |
| 2015-04-01 | 22.0620838742350 |
| 2015-05-01 | 22.0340881817630 |
| 2015-06-01 | 22.0413944876979 |
| 2015-07-01 | 22.6514903877523 |
| 2015-08-01 | 22.4081070875749 |
| 2015-09-01 | 22.4113402022078 |
| 2015-10-01 | 22.2849058188741 |
| 2015-11-01 | 22.2747413586456 |
| 2015-12-01 | 22.4052581237055 |
| 2016-01-01 | 22.8155576643570 |
| 2016-02-01 | 22.8097411731454 |
| 2016-03-01 | 22.8452874602197 |
| 2016-04-01 | 22.8015542141961 |
| 2016-05-01 | 22.8097134911666 |
| 2016-06-01 | 23.0782305483209 |
| 2016-07-01 | 23.5055999123330 |
| 2016-08-01 | 23.3291204855163 |
| 2016-09-01 | 23.4502105331472 |
| 2016-10-01 | 23.1326967967543 |
| 2016-11-01 | 23.2178774075330 |
| 2016-12-01 | 23.4008664729705 |
| 2017-01-01 | 23.3403167540779 |
| 2017-02-01 | 23.2890276951924 |
| 2017-03-01 | 23.4531993970819 |
| 2017-04-01 | 23.4621260353512 |
| 2017-05-01 | 23.4956523710048 |
| 2017-06-01 | 23.5311658299858 |
| 2017-07-01 | 23.1777617105561 |
| 2017-08-01 | 23.2626482467278 |
| 2017-09-01 | 23.1987876563562 |
| 2017-10-01 | 23.0392222031333 |
| 2017-11-01 | 23.1456270860125 |
| 2017-12-01 | 22.9554578656202 |
| 2018-01-01 | 23.0828478100601 |
| 2018-02-01 | 23.1608529525856 |
| 2018-03-01 | 23.4927749752443 |
| 2018-04-01 | 23.2965955955525 |
| 2018-05-01 | 23.4863411252371 |
| 2018-06-01 | 24.0241428692547 |
| 2018-07-01 | 23.3744637626424 |
| 2018-08-01 | 23.4064618690883 |
| 2018-09-01 | 23.4591163078484 |
| 2018-10-01 | 23.6050019749017 |
| 2018-11-01 | 23.5246935557782 |
| 2018-12-01 | 23.3972195823195 |
| 2019-01-01 | 23.9426961157927 |
| 2019-02-01 | 24.0213789147576 |
| 2019-03-01 | 24.1517690032316 |
| 2019-04-01 | 24.0188187852724 |
| 2019-05-01 | 24.0905761361265 |
| 2019-06-01 | 24.1499705448272 |
| 2019-07-01 | 24.3059137137691 |
| 2019-08-01 | 23.9374225683396 |
| 2019-09-01 | 24.0070128901808 |
| 2019-10-01 | 24.2565585771621 |
| 2019-11-01 | 24.3832601921393 |
| 2019-12-01 | 24.0037809713210 |
| 2020-01-01 | 24.5074030835472 |
| 2020-02-01 | 24.6010418612657 |
| 2020-03-01 | 24.4169924260712 |
| 2020-04-01 | 19.0346537923382 |
| 2020-05-01 | 19.2308421804748 |
| 2020-06-01 | 19.3847864155865 |
| 2020-07-01 | 19.4227028725285 |
| 2020-08-01 | 19.7649304610570 |
| 2020-09-01 | 19.8249058727124 |
| 2020-10-01 | 20.0334077982054 |
| 2020-11-01 | 19.9521423270924 |
| 2020-12-01 | 20.0000367658192 |
| 2021-01-01 | 19.9631833687186 |
| 2021-02-01 | 19.6794619648771 |
| 2021-03-01 | 20.0810869157682 |
| 2021-04-01 | 20.8538710571946 |
| 2021-05-01 | 20.9907838167246 |
| 2021-06-01 | 21.0083489135664 |
| 2021-07-01 | 21.9333914988061 |
| 2021-08-01 | 21.7857788719327 |
| 2021-09-01 | 21.8047121692270 |
| 2021-10-01 | 22.1463318956212 |
| 2021-11-01 | 22.3445547705223 |
| 2021-12-01 | 22.3799594559705 |
| 2022-01-01 | 22.1335221812922 |
| 2022-02-01 | 22.5813384669245 |
| 2022-03-01 | 22.7337046666589 |
| 2022-04-01 | 22.6569314158040 |
| 2022-05-01 | 22.7503868110134 |
| 2022-06-01 | 22.3104157377553 |
| 2022-07-01 | 22.6060707518397 |
| 2022-08-01 | 22.9303827276075 |
| 2022-09-01 | 23.1945838182651 |
| 2022-10-01 | 22.8793563915064 |
| 2022-11-01 | 23.0529051717405 |
| 2022-12-01 | 22.9594538393487 |
| 2023-01-01 | 23.2122981021677 |
| 2023-02-01 | 23.0974820715373 |
| 2023-03-01 | 23.2540093800649 |
| 2023-04-01 | 22.9485767346582 |
| 2023-05-01 | 22.8980096871136 |
| 2023-06-01 | 23.2042551550128 |
| 2023-07-01 | 22.8635879841158 |
| 2023-08-01 | 23.2092323201027 |
| 2023-09-01 | 23.4864775919937 |
| 2023-10-01 | 23.4120372608963 |
| 2023-11-01 | 23.4721305461631 |
| 2023-12-01 | 23.8423714621436 |
| 2024-01-01 | 23.9952579037272 |
| 2024-02-01 | 24.2214686154961 |
| 2024-03-01 | 24.1498944157344 |
| 2024-04-01 | 24.4412660812723 |
| 2024-05-01 | 24.5451790463903 |
| 2024-06-01 | 24.4871941787838 |
| 2024-07-01 | 24.8968089950706 |
| 2024-08-01 | 24.4244375790820 |
| 2024-09-01 | 24.2924171568692 |
| 2024-10-01 | 24.1289401570701 |
| 2024-11-01 | 24.1954451795973 |
| 2024-12-01 | 24.1236954006193 |
| 2025-01-01 | 23.9840913028219 |
| 2025-02-01 | 24.0394434500615 |
| 2025-03-01 | 23.9539715161998 |
| 2025-04-01 | 24.0262682810863 |
| 2025-05-01 | 24.1724261433673 |
| 2025-06-01 | 24.9809579401503 |
| 2025-07-01 | 24.6453145350817 |
| 2025-08-01 | 23.9445741158644 |
| 2025-09-01 | 24.1965458152801 |
| 2025-10-01 | 24.4299169245036 |
| 2025-11-01 | 24.3033340199951 |
| 2025-12-01 | 24.3100449624524 |
| 2026-01-01 | 24.2888228853167 |
| 2026-02-01 | 24.0555334388609 |
| 2026-03-01 | 24.1664150541190 |
| 2026-04-01 | 24.1113000843547 |
| 2026-05-01 | 23.7845530986949 |
| 2026-06-01 | 23.6828581569257 |