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 2026-04-01 |
| Last Updated | 2026-05-26 2:29 PM 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 | 11.6602213527902 |
| 1990-02-01 | 12.0730201496323 |
| 1990-03-01 | 11.5868681782345 |
| 1990-04-01 | 12.1256418326881 |
| 1990-05-01 | 11.1215743319571 |
| 1990-06-01 | 12.7953227033769 |
| 1990-07-01 | 12.0974254260944 |
| 1990-08-01 | 13.0867358013654 |
| 1990-09-01 | 12.2807140335422 |
| 1990-10-01 | 12.1824365541053 |
| 1990-11-01 | 13.4355383892513 |
| 1990-12-01 | 12.1709355072211 |
| 1991-01-01 | 11.8575867456078 |
| 1991-02-01 | 11.6721396801114 |
| 1991-03-01 | 11.8744992335404 |
| 1991-04-01 | 10.9078040700142 |
| 1991-05-01 | 11.4057655341052 |
| 1991-06-01 | 11.3972001114335 |
| 1991-07-01 | 11.5030841663445 |
| 1991-08-01 | 11.4265835333309 |
| 1991-09-01 | 11.3792364722789 |
| 1991-10-01 | 11.5892816360132 |
| 1991-11-01 | 11.7287356706997 |
| 1991-12-01 | 10.5936872970750 |
| 1992-01-01 | 11.9523819519183 |
| 1992-02-01 | 11.7604562935262 |
| 1992-03-01 | 11.6458033259562 |
| 1992-04-01 | 11.7846346466741 |
| 1992-05-01 | 11.7757426057214 |
| 1992-06-01 | 11.6229115418558 |
| 1992-07-01 | 11.8176540837149 |
| 1992-08-01 | 12.2783849829236 |
| 1992-09-01 | 12.3634223060272 |
| 1992-10-01 | 12.1940687074960 |
| 1992-11-01 | 12.0091144258948 |
| 1992-12-01 | 12.2323019952714 |
| 1993-01-01 | 12.1554868259696 |
| 1993-02-01 | 12.2488185490158 |
| 1993-03-01 | 12.3201516693065 |
| 1993-04-01 | 12.6666766989169 |
| 1993-05-01 | 12.6217276019375 |
| 1993-06-01 | 13.0437654177654 |
| 1993-07-01 | 12.8462323645329 |
| 1993-08-01 | 12.5365233819367 |
| 1993-09-01 | 12.3208442265952 |
| 1993-10-01 | 12.4959140011047 |
| 1993-11-01 | 12.2898964273599 |
| 1993-12-01 | 12.0792855474258 |
| 1994-01-01 | 12.8742583461213 |
| 1994-02-01 | 12.6358339837213 |
| 1994-03-01 | 12.9045116957868 |
| 1994-04-01 | 12.6695911457383 |
| 1994-05-01 | 12.5610513693971 |
| 1994-06-01 | 11.9538700995314 |
| 1994-07-01 | 12.3456244692015 |
| 1994-08-01 | 12.1879282819706 |
| 1994-09-01 | 12.6970526142391 |
| 1994-10-01 | 12.6742358423512 |
| 1994-11-01 | 13.0764857562229 |
| 1994-12-01 | 12.9345982365482 |
| 1995-01-01 | 12.8780526370322 |
| 1995-02-01 | 13.2379486414601 |
| 1995-03-01 | 13.0097457760756 |
| 1995-04-01 | 12.8019194694980 |
| 1995-05-01 | 12.9057544768922 |
| 1995-06-01 | 14.0462127125482 |
| 1995-07-01 | 12.8342873232766 |
| 1995-08-01 | 13.0201750672552 |
| 1995-09-01 | 12.9680078218281 |
| 1995-10-01 | 12.8257940246689 |
| 1995-11-01 | 13.0730569911942 |
| 1995-12-01 | 12.8944588613479 |
| 1996-01-01 | 12.4690358956915 |
| 1996-02-01 | 12.4463227720758 |
| 1996-03-01 | 12.6296446169563 |
| 1996-04-01 | 12.6673897230918 |
| 1996-05-01 | 12.5808962111202 |
| 1996-06-01 | 12.5521827628831 |
| 1996-07-01 | 12.1953215156692 |
| 1996-08-01 | 11.8949819448677 |
| 1996-09-01 | 11.8438632766489 |
| 1996-10-01 | 10.9433245765943 |
| 1996-11-01 | 11.3976017355297 |
| 1996-12-01 | 11.3783509589968 |
| 1997-01-01 | 12.9219677459445 |
| 1997-02-01 | 12.9882975214963 |
| 1997-03-01 | 12.8574005631407 |
| 1997-04-01 | 12.4324975990223 |
| 1997-05-01 | 12.9868740693912 |
| 1997-06-01 | 12.7565377920238 |
| 1997-07-01 | 13.2564410879566 |
| 1997-08-01 | 13.0154006545255 |
| 1997-09-01 | 13.0815629022274 |
| 1997-10-01 | 14.6643815357149 |
| 1997-11-01 | 13.9824594416793 |
| 1997-12-01 | 13.5922805314904 |
| 1998-01-01 | 13.6507698056144 |
| 1998-02-01 | 13.6259686208378 |
| 1998-03-01 | 13.5675655085874 |
| 1998-04-01 | 13.8913889490761 |
| 1998-05-01 | 15.0196230834287 |
| 1998-06-01 | 14.1572905000955 |
| 1998-07-01 | 13.1222486114360 |
| 1998-08-01 | 13.0013016018918 |
| 1998-09-01 | 13.0063047259411 |
| 1998-10-01 | 13.3023993764627 |
| 1998-11-01 | 13.2067792325333 |
| 1998-12-01 | 13.2199357106013 |
| 1999-01-01 | 13.0662600438439 |
| 1999-02-01 | 13.1752342129327 |
| 1999-03-01 | 13.0468190323316 |
| 1999-04-01 | 13.1182064448579 |
| 1999-05-01 | 13.2512913753732 |
| 1999-06-01 | 13.2475067903266 |
| 1999-07-01 | 13.5205878660461 |
| 1999-08-01 | 14.2948950853096 |
| 1999-09-01 | 13.7095393492734 |
| 1999-10-01 | 14.0889832436217 |
| 1999-11-01 | 14.0283001951180 |
| 1999-12-01 | 14.0438730949272 |
| 2000-01-01 | 14.4245387876029 |
| 2000-02-01 | 13.8933356441916 |
| 2000-03-01 | 14.5890999799464 |
| 2000-04-01 | 14.6141237983945 |
| 2000-05-01 | 14.6577626425370 |
| 2000-06-01 | 14.8489308688678 |
| 2000-07-01 | 14.9508186597412 |
| 2000-08-01 | 15.2117108696774 |
| 2000-09-01 | 15.2192706667177 |
| 2000-10-01 | 14.9015308791475 |
| 2000-11-01 | 14.8233579317930 |
| 2000-12-01 | 15.0531493332197 |
| 2001-01-01 | 15.3407203853678 |
| 2001-02-01 | 15.2037862893387 |
| 2001-03-01 | 15.3998740242982 |
| 2001-04-01 | 15.0704250621768 |
| 2001-05-01 | 15.2327116585057 |
| 2001-06-01 | 15.5380903561158 |
| 2001-07-01 | 15.3944821754466 |
| 2001-08-01 | 15.5883000285638 |
| 2001-09-01 | 15.6603952028607 |
| 2001-10-01 | 15.5405023988337 |
| 2001-11-01 | 15.3873961195814 |
| 2001-12-01 | 15.5169073682492 |
| 2002-01-01 | 15.7154688588330 |
| 2002-02-01 | 15.4762497951719 |
| 2002-03-01 | 15.4903982470146 |
| 2002-04-01 | 15.7228790854119 |
| 2002-05-01 | 15.8703202353237 |
| 2002-06-01 | 15.9349461883439 |
| 2002-07-01 | 16.1482938609472 |
| 2002-08-01 | 16.5320804002531 |
| 2002-09-01 | 16.7462443680216 |
| 2002-10-01 | 16.7630973070305 |
| 2002-11-01 | 17.1071374804392 |
| 2002-12-01 | 17.3303671978423 |
| 2003-01-01 | 17.5139045293092 |
| 2003-02-01 | 17.7285443560887 |
| 2003-03-01 | 17.9016015984468 |
| 2003-04-01 | 18.2749222860906 |
| 2003-05-01 | 18.0935655275672 |
| 2003-06-01 | 17.6500604409959 |
| 2003-07-01 | 18.0063100584700 |
| 2003-08-01 | 17.9228741634538 |
| 2003-09-01 | 17.8688897507470 |
| 2003-10-01 | 17.8569891142201 |
| 2003-11-01 | 17.7751455216165 |
| 2003-12-01 | 17.5919478274921 |
| 2004-01-01 | 17.7377629936692 |
| 2004-02-01 | 17.8621733832782 |
| 2004-03-01 | 18.0217795160353 |
| 2004-04-01 | 18.0498336057524 |
| 2004-05-01 | 17.7341961003001 |
| 2004-06-01 | 18.2994958728054 |
| 2004-07-01 | 18.3447119143544 |
| 2004-08-01 | 18.3278321242537 |
| 2004-09-01 | 18.4153162091656 |
| 2004-10-01 | 18.6028933003495 |
| 2004-11-01 | 18.7162904174657 |
| 2004-12-01 | 18.9512093132637 |
| 2005-01-01 | 18.5371107127062 |
| 2005-02-01 | 18.9910178924764 |
| 2005-03-01 | 19.0830596239957 |
| 2005-04-01 | 18.8130958280599 |
| 2005-05-01 | 19.3019259956690 |
| 2005-06-01 | 19.2835264269479 |
| 2005-07-01 | 18.4785816519111 |
| 2005-08-01 | 19.0323343923779 |
| 2005-09-01 | 19.0675279792956 |
| 2005-10-01 | 18.9242321298192 |
| 2005-11-01 | 19.0367009255097 |
| 2005-12-01 | 19.0856030543803 |
| 2006-01-01 | 19.0910807388452 |
| 2006-02-01 | 19.0619768277489 |
| 2006-03-01 | 18.3730754313372 |
| 2006-04-01 | 18.9693875024076 |
| 2006-05-01 | 18.9952023826687 |
| 2006-06-01 | 18.9954302716673 |
| 2006-07-01 | 18.8963184162087 |
| 2006-08-01 | 19.1209463292167 |
| 2006-09-01 | 19.3176792830371 |
| 2006-10-01 | 19.3324341647288 |
| 2006-11-01 | 19.3539062893591 |
| 2006-12-01 | 19.3147348845761 |
| 2007-01-01 | 19.1929079047266 |
| 2007-02-01 | 19.3817689395688 |
| 2007-03-01 | 19.4967248666834 |
| 2007-04-01 | 19.1063874648262 |
| 2007-05-01 | 19.2127783717431 |
| 2007-06-01 | 19.4227601995781 |
| 2007-07-01 | 19.6996466402969 |
| 2007-08-01 | 19.6850265852573 |
| 2007-09-01 | 19.5454036773960 |
| 2007-10-01 | 20.0507600058373 |
| 2007-11-01 | 19.5784769268322 |
| 2007-12-01 | 19.3548193002362 |
| 2008-01-01 | 19.7579572809808 |
| 2008-02-01 | 20.4410551338754 |
| 2008-03-01 | 20.1253572273800 |
| 2008-04-01 | 21.0510623759847 |
| 2008-05-01 | 21.0497916414017 |
| 2008-06-01 | 19.9268876583571 |
| 2008-07-01 | 20.0811276136902 |
| 2008-08-01 | 20.3104927592983 |
| 2008-09-01 | 20.6489555560294 |
| 2008-10-01 | 21.0985327135451 |
| 2008-11-01 | 21.3384610465096 |
| 2008-12-01 | 21.5391226248259 |
| 2009-01-01 | 21.7032818306066 |
| 2009-02-01 | 21.3954978606240 |
| 2009-03-01 | 21.5573819835442 |
| 2009-04-01 | 21.8118259806159 |
| 2009-05-01 | 21.5830218938654 |
| 2009-06-01 | 21.1694545526239 |
| 2009-07-01 | 20.2682955799658 |
| 2009-08-01 | 20.1315598756085 |
| 2009-09-01 | 20.0268069147902 |
| 2009-10-01 | 20.2776210418182 |
| 2009-11-01 | 20.3337939600704 |
| 2009-12-01 | 20.3419399998313 |
| 2010-01-01 | 19.9557096802591 |
| 2010-02-01 | 19.8363962975733 |
| 2010-03-01 | 20.1703518415838 |
| 2010-04-01 | 19.8959232591511 |
| 2010-05-01 | 19.8985647257231 |
| 2010-06-01 | 20.0612204755604 |
| 2010-07-01 | 20.4723611816108 |
| 2010-08-01 | 20.3445275321016 |
| 2010-09-01 | 20.3882477271539 |
| 2010-10-01 | 20.3804953229562 |
| 2010-11-01 | 20.4429031109670 |
| 2010-12-01 | 20.4715162373482 |
| 2011-01-01 | 20.8520260331198 |
| 2011-02-01 | 20.6416352321177 |
| 2011-03-01 | 20.5660095675815 |
| 2011-04-01 | 20.7991621120429 |
| 2011-05-01 | 20.8003102204177 |
| 2011-06-01 | 20.9113363249083 |
| 2011-07-01 | 20.7888657978448 |
| 2011-08-01 | 21.0499860034505 |
| 2011-09-01 | 21.0488923932496 |
| 2011-10-01 | 20.7915616193518 |
| 2011-11-01 | 20.7521360981685 |
| 2011-12-01 | 20.8166463140901 |
| 2012-01-01 | 21.1830787849570 |
| 2012-02-01 | 21.0279809827245 |
| 2012-03-01 | 21.0619182521266 |
| 2012-04-01 | 21.0087044332887 |
| 2012-05-01 | 21.2956957038301 |
| 2012-06-01 | 21.5490352188334 |
| 2012-07-01 | 21.5953798755421 |
| 2012-08-01 | 21.6163515648910 |
| 2012-09-01 | 21.9136643984259 |
| 2012-10-01 | 22.0181401302238 |
| 2012-11-01 | 22.0763893957616 |
| 2012-12-01 | 22.7918073477455 |
| 2013-01-01 | 22.3201278386008 |
| 2013-02-01 | 22.6973593406674 |
| 2013-03-01 | 22.7655385875203 |
| 2013-04-01 | 22.7268862118015 |
| 2013-05-01 | 23.0828687243422 |
| 2013-06-01 | 22.4772302831568 |
| 2013-07-01 | 22.1775031532574 |
| 2013-08-01 | 22.2653566888714 |
| 2013-09-01 | 22.4937958753401 |
| 2013-10-01 | 22.6655624119440 |
| 2013-11-01 | 22.7096786812051 |
| 2013-12-01 | 22.5584384461706 |
| 2014-01-01 | 22.4451360206235 |
| 2014-02-01 | 22.7928683833013 |
| 2014-03-01 | 22.7687315126048 |
| 2014-04-01 | 22.9344914308302 |
| 2014-05-01 | 22.8607226437178 |
| 2014-06-01 | 23.2110590960605 |
| 2014-07-01 | 22.2531438623399 |
| 2014-08-01 | 22.0924800249101 |
| 2014-09-01 | 22.3909704860974 |
| 2014-10-01 | 22.6260484179651 |
| 2014-11-01 | 22.7402685154103 |
| 2014-12-01 | 22.5405812926755 |
| 2015-01-01 | 22.1497851085340 |
| 2015-02-01 | 22.0008534270494 |
| 2015-03-01 | 21.9519458947773 |
| 2015-04-01 | 22.0636211131985 |
| 2015-05-01 | 22.0370712347220 |
| 2015-06-01 | 22.0412754605836 |
| 2015-07-01 | 22.6157251961209 |
| 2015-08-01 | 22.4097897640852 |
| 2015-09-01 | 22.4142436673453 |
| 2015-10-01 | 22.2878818872451 |
| 2015-11-01 | 22.2810267634699 |
| 2015-12-01 | 22.4162497854839 |
| 2016-01-01 | 22.8182592621281 |
| 2016-02-01 | 22.8118775633277 |
| 2016-03-01 | 22.8444629322227 |
| 2016-04-01 | 22.8029473365453 |
| 2016-05-01 | 22.8115889424652 |
| 2016-06-01 | 23.0769657544276 |
| 2016-07-01 | 23.4792889128359 |
| 2016-08-01 | 23.3297183691536 |
| 2016-09-01 | 23.4518932791304 |
| 2016-10-01 | 23.1350206406327 |
| 2016-11-01 | 23.2231781535686 |
| 2016-12-01 | 23.4078482670361 |
| 2017-01-01 | 23.3448089246369 |
| 2017-02-01 | 23.2935052925358 |
| 2017-03-01 | 23.4533157206912 |
| 2017-04-01 | 23.4635614166160 |
| 2017-05-01 | 23.4955657671306 |
| 2017-06-01 | 23.5270183619891 |
| 2017-07-01 | 23.1585682585619 |
| 2017-08-01 | 23.2602376734363 |
| 2017-09-01 | 23.1976593287143 |
| 2017-10-01 | 23.0396699269403 |
| 2017-11-01 | 23.1489320831694 |
| 2017-12-01 | 22.9646700584994 |
| 2018-01-01 | 23.0890395712234 |
| 2018-02-01 | 23.1693992286382 |
| 2018-03-01 | 23.4980106808042 |
| 2018-04-01 | 23.3000884496639 |
| 2018-05-01 | 23.4880544023260 |
| 2018-06-01 | 24.0143196252360 |
| 2018-07-01 | 23.3412619121534 |
| 2018-08-01 | 23.4046045066127 |
| 2018-09-01 | 23.4578882783408 |
| 2018-10-01 | 23.6051640207791 |
| 2018-11-01 | 23.5266378967932 |
| 2018-12-01 | 23.4079943396670 |
| 2019-01-01 | 23.9587507049440 |
| 2019-02-01 | 24.0344080731217 |
| 2019-03-01 | 24.1632586439745 |
| 2019-04-01 | 24.0265774586797 |
| 2019-05-01 | 24.0973051506432 |
| 2019-06-01 | 24.1338650903632 |
| 2019-07-01 | 24.2360598684121 |
| 2019-08-01 | 23.9402720786381 |
| 2019-09-01 | 24.0066544887858 |
| 2019-10-01 | 24.2597145169567 |
| 2019-11-01 | 24.3875818019737 |
| 2019-12-01 | 24.0166529825300 |
| 2020-01-01 | 24.5344880962944 |
| 2020-02-01 | 24.6190842040761 |
| 2020-03-01 | 24.4361633203948 |
| 2020-04-01 | 19.0481022502753 |
| 2020-05-01 | 19.2443610029743 |
| 2020-06-01 | 19.3653688870559 |
| 2020-07-01 | 19.2977011922409 |
| 2020-08-01 | 19.7750218422290 |
| 2020-09-01 | 19.8277957666713 |
| 2020-10-01 | 20.0416378956392 |
| 2020-11-01 | 19.9607338826159 |
| 2020-12-01 | 20.0161557513166 |
| 2021-01-01 | 20.0026302665786 |
| 2021-02-01 | 19.7022550030793 |
| 2021-03-01 | 20.1065616234078 |
| 2021-04-01 | 20.8726180881982 |
| 2021-05-01 | 21.0098804008468 |
| 2021-06-01 | 20.9913578810755 |
| 2021-07-01 | 21.7482425934113 |
| 2021-08-01 | 21.8020896699842 |
| 2021-09-01 | 21.8106297532364 |
| 2021-10-01 | 22.1603742862743 |
| 2021-11-01 | 22.3591193763348 |
| 2021-12-01 | 22.4006777375181 |
| 2022-01-01 | 22.1801328117866 |
| 2022-02-01 | 22.6109890337322 |
| 2022-03-01 | 22.7664780813206 |
| 2022-04-01 | 22.6817079460325 |
| 2022-05-01 | 22.7739863100204 |
| 2022-06-01 | 22.2919610766876 |
| 2022-07-01 | 22.3691866342745 |
| 2022-08-01 | 22.9521377985472 |
| 2022-09-01 | 23.2029627325341 |
| 2022-10-01 | 22.8957009586753 |
| 2022-11-01 | 23.0706782715241 |
| 2022-12-01 | 22.9837529527440 |
| 2023-01-01 | 23.2660687770355 |
| 2023-02-01 | 23.1348096829639 |
| 2023-03-01 | 23.2973069439738 |
| 2023-04-01 | 22.9977997458920 |
| 2023-05-01 | 22.9109802841245 |
| 2023-06-01 | 23.1619340997492 |
| 2023-07-01 | 22.6059468251370 |
| 2023-08-01 | 23.2284350466996 |
| 2023-09-01 | 23.4934993780626 |
| 2023-10-01 | 23.4293521944048 |
| 2023-11-01 | 23.4941543001164 |
| 2023-12-01 | 23.8719441328067 |
| 2024-01-01 | 24.0488032939172 |
| 2024-02-01 | 24.2691710732463 |
| 2024-03-01 | 24.2065925345811 |
| 2024-04-01 | 24.5183164688287 |
| 2024-05-01 | 24.5402410601867 |
| 2024-06-01 | 24.4133557238100 |
| 2024-07-01 | 24.6425599231625 |
| 2024-08-01 | 24.4360791553675 |
| 2024-09-01 | 24.2967898715847 |
| 2024-10-01 | 24.1438807845603 |
| 2024-11-01 | 24.2191033064124 |
| 2024-12-01 | 24.1574416179570 |
| 2025-01-01 | 24.0353611828376 |
| 2025-02-01 | 24.0970472223790 |
| 2025-03-01 | 24.0253521841657 |
| 2025-04-01 | 24.1352453082432 |
| 2025-05-01 | 24.1456928559935 |
| 2025-06-01 | 24.8708991080183 |
| 2025-07-01 | 24.4084283224739 |
| 2025-08-01 | 23.9449821890728 |
| 2025-09-01 | 24.1978839721142 |
| 2025-10-01 | 24.4428006559594 |
| 2025-11-01 | 24.3291649596548 |
| 2025-12-01 | 24.3469768933957 |
| 2026-01-01 | 24.3361607074912 |
| 2026-02-01 | 24.1220128640587 |
| 2026-03-01 | 24.2492437444177 |
| 2026-04-01 | 24.1386504405850 |