Table Data - All Employees: Education and Health Services: Private Education and Health Services in Oakland-Fremont-Berkeley, CA (MD)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Oakland-Fremont-Berkeley, CA (MD) |
|---|---|
| Series ID | SMU06360846500000001SA |
| 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 | 90.4354257875 |
| 1990-02-01 | 90.8500079694 |
| 1990-03-01 | 91.1973752739 |
| 1990-04-01 | 92.4775549319 |
| 1990-05-01 | 91.8239516986 |
| 1990-06-01 | 93.8958296778 |
| 1990-07-01 | 94.0603829269 |
| 1990-08-01 | 96.5096636874 |
| 1990-09-01 | 96.4675763622 |
| 1990-10-01 | 96.1278052117 |
| 1990-11-01 | 97.2481188120 |
| 1990-12-01 | 97.1039036079 |
| 1991-01-01 | 94.8614354489 |
| 1991-02-01 | 95.6187273882 |
| 1991-03-01 | 95.6933594192 |
| 1991-04-01 | 96.3789313933 |
| 1991-05-01 | 96.9062749413 |
| 1991-06-01 | 96.8651816547 |
| 1991-07-01 | 97.4306802798 |
| 1991-08-01 | 97.7663177774 |
| 1991-09-01 | 97.7210654440 |
| 1991-10-01 | 99.5571637629 |
| 1991-11-01 | 98.8584799052 |
| 1991-12-01 | 98.6043015826 |
| 1992-01-01 | 99.2000024088 |
| 1992-02-01 | 99.3767487752 |
| 1992-03-01 | 99.5001113614 |
| 1992-04-01 | 100.0271350108 |
| 1992-05-01 | 99.9347394578 |
| 1992-06-01 | 99.5888927799 |
| 1992-07-01 | 100.6423601767 |
| 1992-08-01 | 100.4796912187 |
| 1992-09-01 | 100.6353057131 |
| 1992-10-01 | 101.4825524464 |
| 1992-11-01 | 101.1129760379 |
| 1992-12-01 | 102.0866806781 |
| 1993-01-01 | 102.0531825520 |
| 1993-02-01 | 101.8729458529 |
| 1993-03-01 | 101.9763828012 |
| 1993-04-01 | 102.1779523812 |
| 1993-05-01 | 102.2256060596 |
| 1993-06-01 | 102.7591211002 |
| 1993-07-01 | 102.8600036947 |
| 1993-08-01 | 103.0124774264 |
| 1993-09-01 | 103.3477900372 |
| 1993-10-01 | 103.4135791061 |
| 1993-11-01 | 103.3055766457 |
| 1993-12-01 | 103.8929044634 |
| 1994-01-01 | 102.8293484225 |
| 1994-02-01 | 102.6022282976 |
| 1994-03-01 | 103.0588516589 |
| 1994-04-01 | 102.3171834750 |
| 1994-05-01 | 102.2653258907 |
| 1994-06-01 | 101.4319951875 |
| 1994-07-01 | 101.9591994629 |
| 1994-08-01 | 102.0644111689 |
| 1994-09-01 | 102.8477032915 |
| 1994-10-01 | 102.4211915046 |
| 1994-11-01 | 102.9066286739 |
| 1994-12-01 | 103.2465670091 |
| 1995-01-01 | 104.0233539737 |
| 1995-02-01 | 104.6670491959 |
| 1995-03-01 | 104.4141521203 |
| 1995-04-01 | 103.7872803219 |
| 1995-05-01 | 103.8137606051 |
| 1995-06-01 | 104.9827138417 |
| 1995-07-01 | 104.6748971722 |
| 1995-08-01 | 105.2614337620 |
| 1995-09-01 | 106.0343848939 |
| 1995-10-01 | 105.0184554159 |
| 1995-11-01 | 105.2714848730 |
| 1995-12-01 | 105.5250262373 |
| 1996-01-01 | 105.0899911983 |
| 1996-02-01 | 105.1200231188 |
| 1996-03-01 | 105.0960148540 |
| 1996-04-01 | 105.6527975235 |
| 1996-05-01 | 105.9663154631 |
| 1996-06-01 | 105.9312698120 |
| 1996-07-01 | 105.6326372916 |
| 1996-08-01 | 105.1705874497 |
| 1996-09-01 | 104.9792550735 |
| 1996-10-01 | 105.4758866233 |
| 1996-11-01 | 105.9302629333 |
| 1996-12-01 | 105.9870848664 |
| 1997-01-01 | 106.3252209120 |
| 1997-02-01 | 107.2091098519 |
| 1997-03-01 | 108.5601693638 |
| 1997-04-01 | 109.0028788549 |
| 1997-05-01 | 109.6534643266 |
| 1997-06-01 | 109.1550306732 |
| 1997-07-01 | 109.2620923652 |
| 1997-08-01 | 108.5660894440 |
| 1997-09-01 | 108.8426344890 |
| 1997-10-01 | 110.7903134474 |
| 1997-11-01 | 110.1552473934 |
| 1997-12-01 | 110.3049696462 |
| 1998-01-01 | 113.5951452309 |
| 1998-02-01 | 113.9005971060 |
| 1998-03-01 | 114.2397001802 |
| 1998-04-01 | 114.9868337078 |
| 1998-05-01 | 116.4156883887 |
| 1998-06-01 | 115.8559724474 |
| 1998-07-01 | 115.7952935634 |
| 1998-08-01 | 116.0009527393 |
| 1998-09-01 | 116.3341632496 |
| 1998-10-01 | 118.0695004132 |
| 1998-11-01 | 118.6733116933 |
| 1998-12-01 | 119.2728219502 |
| 1999-01-01 | 120.2890468475 |
| 1999-02-01 | 120.5449976353 |
| 1999-03-01 | 120.0164171060 |
| 1999-04-01 | 118.6203602484 |
| 1999-05-01 | 119.0991050353 |
| 1999-06-01 | 119.4255412258 |
| 1999-07-01 | 120.2772128847 |
| 1999-08-01 | 120.8372282203 |
| 1999-09-01 | 120.4359914646 |
| 1999-10-01 | 119.7431014460 |
| 1999-11-01 | 119.5033670084 |
| 1999-12-01 | 119.7912994508 |
| 2000-01-01 | 119.6336008493 |
| 2000-02-01 | 119.3861444590 |
| 2000-03-01 | 119.7371383989 |
| 2000-04-01 | 119.6807907917 |
| 2000-05-01 | 119.9142494135 |
| 2000-06-01 | 120.2129959536 |
| 2000-07-01 | 120.3065501652 |
| 2000-08-01 | 120.6021915879 |
| 2000-09-01 | 121.2124242850 |
| 2000-10-01 | 121.1681647739 |
| 2000-11-01 | 121.6357531976 |
| 2000-12-01 | 123.1570434293 |
| 2001-01-01 | 120.9561155146 |
| 2001-02-01 | 121.6068935531 |
| 2001-03-01 | 122.1210441145 |
| 2001-04-01 | 121.1767922591 |
| 2001-05-01 | 122.0625030826 |
| 2001-06-01 | 122.5263174095 |
| 2001-07-01 | 124.3974874597 |
| 2001-08-01 | 124.4596289718 |
| 2001-09-01 | 124.4912032854 |
| 2001-10-01 | 125.1939466510 |
| 2001-11-01 | 125.2094994047 |
| 2001-12-01 | 126.0201751312 |
| 2002-01-01 | 126.4633561464 |
| 2002-02-01 | 127.0697547264 |
| 2002-03-01 | 127.8429728617 |
| 2002-04-01 | 124.1021652862 |
| 2002-05-01 | 124.4273462717 |
| 2002-06-01 | 124.2406553732 |
| 2002-07-01 | 126.9005881448 |
| 2002-08-01 | 126.3416811125 |
| 2002-09-01 | 126.4958584232 |
| 2002-10-01 | 126.1771465426 |
| 2002-11-01 | 126.6858632479 |
| 2002-12-01 | 126.9629828012 |
| 2003-01-01 | 128.1895429739 |
| 2003-02-01 | 128.8674167375 |
| 2003-03-01 | 129.7979875657 |
| 2003-04-01 | 131.1559452515 |
| 2003-05-01 | 132.1007514969 |
| 2003-06-01 | 132.2840280935 |
| 2003-07-01 | 132.5027567633 |
| 2003-08-01 | 132.5179323278 |
| 2003-09-01 | 132.6833561356 |
| 2003-10-01 | 132.8410844669 |
| 2003-11-01 | 133.4162787227 |
| 2003-12-01 | 133.5807694530 |
| 2004-01-01 | 133.1782921401 |
| 2004-02-01 | 133.1909307679 |
| 2004-03-01 | 132.8606046486 |
| 2004-04-01 | 132.9395615309 |
| 2004-05-01 | 133.0069208835 |
| 2004-06-01 | 134.0570607408 |
| 2004-07-01 | 133.6655944169 |
| 2004-08-01 | 133.7213061868 |
| 2004-09-01 | 134.1348097063 |
| 2004-10-01 | 135.0091161818 |
| 2004-11-01 | 134.8583798589 |
| 2004-12-01 | 135.3900071288 |
| 2005-01-01 | 134.7626930526 |
| 2005-02-01 | 135.0771973365 |
| 2005-03-01 | 135.1263045193 |
| 2005-04-01 | 134.1272106854 |
| 2005-05-01 | 134.8282240790 |
| 2005-06-01 | 134.8471364364 |
| 2005-07-01 | 135.4544670099 |
| 2005-08-01 | 136.0651276367 |
| 2005-09-01 | 136.3745569892 |
| 2005-10-01 | 137.1101406201 |
| 2005-11-01 | 137.1782025575 |
| 2005-12-01 | 137.3815709177 |
| 2006-01-01 | 138.1151003301 |
| 2006-02-01 | 138.1922922334 |
| 2006-03-01 | 138.3570598327 |
| 2006-04-01 | 138.9779113152 |
| 2006-05-01 | 139.7445777988 |
| 2006-06-01 | 140.1909789546 |
| 2006-07-01 | 140.0553038186 |
| 2006-08-01 | 140.7043104783 |
| 2006-09-01 | 141.5478684063 |
| 2006-10-01 | 141.6967871789 |
| 2006-11-01 | 142.3017097972 |
| 2006-12-01 | 142.8478321032 |
| 2007-01-01 | 142.9142661923 |
| 2007-02-01 | 144.2407439853 |
| 2007-03-01 | 145.1524089974 |
| 2007-04-01 | 143.2723566748 |
| 2007-05-01 | 143.8930887652 |
| 2007-06-01 | 145.2527976917 |
| 2007-07-01 | 145.5664394213 |
| 2007-08-01 | 145.5973344361 |
| 2007-09-01 | 145.9611288689 |
| 2007-10-01 | 146.9350507303 |
| 2007-11-01 | 147.4337648060 |
| 2007-12-01 | 147.9203793070 |
| 2008-01-01 | 148.8756198170 |
| 2008-02-01 | 150.4479616709 |
| 2008-03-01 | 150.7181874903 |
| 2008-04-01 | 152.0693577714 |
| 2008-05-01 | 153.0218524904 |
| 2008-06-01 | 152.3905213744 |
| 2008-07-01 | 153.4805992188 |
| 2008-08-01 | 154.3202296799 |
| 2008-09-01 | 154.8742094867 |
| 2008-10-01 | 155.0801761050 |
| 2008-11-01 | 155.9705628034 |
| 2008-12-01 | 156.4860536460 |
| 2009-01-01 | 156.7347613010 |
| 2009-02-01 | 156.3451508407 |
| 2009-03-01 | 156.5382666884 |
| 2009-04-01 | 157.8857139280 |
| 2009-05-01 | 157.8610722924 |
| 2009-06-01 | 157.4734235861 |
| 2009-07-01 | 157.8483130113 |
| 2009-08-01 | 157.9172311909 |
| 2009-09-01 | 157.9705855082 |
| 2009-10-01 | 158.7822986058 |
| 2009-11-01 | 158.8647774025 |
| 2009-12-01 | 159.2006130947 |
| 2010-01-01 | 158.7845598422 |
| 2010-02-01 | 158.3547266024 |
| 2010-03-01 | 159.2461309189 |
| 2010-04-01 | 158.1096647947 |
| 2010-05-01 | 158.2672688830 |
| 2010-06-01 | 158.2795272212 |
| 2010-07-01 | 159.7016759029 |
| 2010-08-01 | 158.7137961982 |
| 2010-09-01 | 158.8378429141 |
| 2010-10-01 | 159.1877172694 |
| 2010-11-01 | 158.9610428712 |
| 2010-12-01 | 158.6891501300 |
| 2011-01-01 | 158.9020540523 |
| 2011-02-01 | 158.5470547241 |
| 2011-03-01 | 158.3501328479 |
| 2011-04-01 | 158.4787676251 |
| 2011-05-01 | 158.4944147421 |
| 2011-06-01 | 158.5941437388 |
| 2011-07-01 | 158.5365923036 |
| 2011-08-01 | 158.7573475639 |
| 2011-09-01 | 159.5873339484 |
| 2011-10-01 | 159.2874612985 |
| 2011-11-01 | 159.6246004644 |
| 2011-12-01 | 159.8096116283 |
| 2012-01-01 | 161.7140324263 |
| 2012-02-01 | 162.3206163394 |
| 2012-03-01 | 163.1751350014 |
| 2012-04-01 | 163.0875660859 |
| 2012-05-01 | 163.6652360914 |
| 2012-06-01 | 164.7862042750 |
| 2012-07-01 | 165.4673925679 |
| 2012-08-01 | 165.7725932546 |
| 2012-09-01 | 166.4034519485 |
| 2012-10-01 | 166.2334774489 |
| 2012-11-01 | 166.5276495877 |
| 2012-12-01 | 167.2971869457 |
| 2013-01-01 | 167.7958809642 |
| 2013-02-01 | 168.8881361190 |
| 2013-03-01 | 169.3253816524 |
| 2013-04-01 | 170.0398546259 |
| 2013-05-01 | 170.9253611045 |
| 2013-06-01 | 170.6170885555 |
| 2013-07-01 | 170.5406997692 |
| 2013-08-01 | 171.1560104319 |
| 2013-09-01 | 171.2138019870 |
| 2013-10-01 | 171.5698861327 |
| 2013-11-01 | 172.2246199873 |
| 2013-12-01 | 171.8826187293 |
| 2014-01-01 | 171.5524652927 |
| 2014-02-01 | 172.0017124071 |
| 2014-03-01 | 172.2410725760 |
| 2014-04-01 | 172.3993783157 |
| 2014-05-01 | 172.5800593792 |
| 2014-06-01 | 173.1018692432 |
| 2014-07-01 | 172.7630504031 |
| 2014-08-01 | 173.0956197578 |
| 2014-09-01 | 173.1389520547 |
| 2014-10-01 | 174.0159233130 |
| 2014-11-01 | 175.1166120008 |
| 2014-12-01 | 174.7517252144 |
| 2015-01-01 | 175.2827615281 |
| 2015-02-01 | 175.5432537997 |
| 2015-03-01 | 175.6918856871 |
| 2015-04-01 | 176.5860004471 |
| 2015-05-01 | 177.4498285959 |
| 2015-06-01 | 177.9188324817 |
| 2015-07-01 | 180.0313879769 |
| 2015-08-01 | 179.8954063952 |
| 2015-09-01 | 180.2985664033 |
| 2015-10-01 | 181.0292619278 |
| 2015-11-01 | 181.3989878535 |
| 2015-12-01 | 182.1454530564 |
| 2016-01-01 | 182.4580741035 |
| 2016-02-01 | 182.7428729385 |
| 2016-03-01 | 183.1935549099 |
| 2016-04-01 | 184.5999711526 |
| 2016-05-01 | 184.7975396428 |
| 2016-06-01 | 184.7922460689 |
| 2016-07-01 | 186.9668868160 |
| 2016-08-01 | 186.4561953192 |
| 2016-09-01 | 187.8362575529 |
| 2016-10-01 | 188.4183532745 |
| 2016-11-01 | 188.5750623047 |
| 2016-12-01 | 189.4107392870 |
| 2017-01-01 | 189.5520694073 |
| 2017-02-01 | 190.0928493783 |
| 2017-03-01 | 191.2923792756 |
| 2017-04-01 | 190.7474200172 |
| 2017-05-01 | 191.2562929333 |
| 2017-06-01 | 192.0887768980 |
| 2017-07-01 | 191.7638958771 |
| 2017-08-01 | 191.6704782573 |
| 2017-09-01 | 192.1583685446 |
| 2017-10-01 | 192.1172419405 |
| 2017-11-01 | 192.3996613934 |
| 2017-12-01 | 192.8287634243 |
| 2018-01-01 | 192.9488939216 |
| 2018-02-01 | 193.2227638590 |
| 2018-03-01 | 193.8857541128 |
| 2018-04-01 | 193.5570960827 |
| 2018-05-01 | 193.5756077089 |
| 2018-06-01 | 195.1912056659 |
| 2018-07-01 | 193.9162103792 |
| 2018-08-01 | 194.7681648042 |
| 2018-09-01 | 194.6002685071 |
| 2018-10-01 | 194.9135175191 |
| 2018-11-01 | 195.3062516891 |
| 2018-12-01 | 195.4389143354 |
| 2019-01-01 | 196.5067792225 |
| 2019-02-01 | 197.1790383384 |
| 2019-03-01 | 197.9540270563 |
| 2019-04-01 | 197.4507011987 |
| 2019-05-01 | 197.9275420819 |
| 2019-06-01 | 198.0985792739 |
| 2019-07-01 | 198.8364729759 |
| 2019-08-01 | 198.9645009012 |
| 2019-09-01 | 199.0700549718 |
| 2019-10-01 | 198.5485700808 |
| 2019-11-01 | 200.0182610090 |
| 2019-12-01 | 199.8354326778 |
| 2020-01-01 | 201.4142293455 |
| 2020-02-01 | 201.9763338892 |
| 2020-03-01 | 200.9124108131 |
| 2020-04-01 | 178.3464280523 |
| 2020-05-01 | 181.0290278994 |
| 2020-06-01 | 186.6463598632 |
| 2020-07-01 | 187.8381012273 |
| 2020-08-01 | 189.3467422016 |
| 2020-09-01 | 190.1436708743 |
| 2020-10-01 | 191.9622066163 |
| 2020-11-01 | 192.4851176039 |
| 2020-12-01 | 193.6397297426 |
| 2021-01-01 | 193.6624973896 |
| 2021-02-01 | 194.5542236924 |
| 2021-03-01 | 195.2589317403 |
| 2021-04-01 | 197.4614529532 |
| 2021-05-01 | 197.4530126953 |
| 2021-06-01 | 198.0239526854 |
| 2021-07-01 | 199.7182023094 |
| 2021-08-01 | 198.9889113073 |
| 2021-09-01 | 198.8110239756 |
| 2021-10-01 | 201.8853815792 |
| 2021-11-01 | 202.3665909145 |
| 2021-12-01 | 203.4473518285 |
| 2022-01-01 | 203.3277705532 |
| 2022-02-01 | 204.7899716641 |
| 2022-03-01 | 206.2990834144 |
| 2022-04-01 | 203.8442658755 |
| 2022-05-01 | 204.2605139670 |
| 2022-06-01 | 204.1113740448 |
| 2022-07-01 | 204.8745970065 |
| 2022-08-01 | 205.8992100099 |
| 2022-09-01 | 207.0686677376 |
| 2022-10-01 | 207.5019220652 |
| 2022-11-01 | 208.5424627901 |
| 2022-12-01 | 209.0866545766 |
| 2023-01-01 | 210.6463819437 |
| 2023-02-01 | 211.7160147254 |
| 2023-03-01 | 212.6332070720 |
| 2023-04-01 | 213.9766147078 |
| 2023-05-01 | 215.1079712611 |
| 2023-06-01 | 216.6912199448 |
| 2023-07-01 | 217.2096097512 |
| 2023-08-01 | 218.3757806647 |
| 2023-09-01 | 220.4949858061 |
| 2023-10-01 | 220.3401716809 |
| 2023-11-01 | 221.1816979161 |
| 2023-12-01 | 222.8513091612 |
| 2024-01-01 | 223.9461076643 |
| 2024-02-01 | 224.7599875592 |
| 2024-03-01 | 225.8469871292 |
| 2024-04-01 | 226.9860071323 |
| 2024-05-01 | 228.3218523001 |
| 2024-06-01 | 229.1391842260 |
| 2024-07-01 | 231.3302284327 |
| 2024-08-01 | 231.2658109171 |
| 2024-09-01 | 231.8954941043 |
| 2024-10-01 | 233.1260020934 |
| 2024-11-01 | 234.4243562072 |
| 2024-12-01 | 234.9331060249 |
| 2025-01-01 | 235.3762929280 |
| 2025-02-01 | 236.4698198564 |
| 2025-03-01 | 236.9239640778 |
| 2025-04-01 | 237.9683853360 |
| 2025-05-01 | 239.0759335324 |
| 2025-06-01 | 240.3046576808 |
| 2025-07-01 | 243.1357406034 |
| 2025-08-01 | 243.2662376254 |
| 2025-09-01 | 244.0353329387 |
| 2025-10-01 | 244.4707499509 |
| 2025-11-01 | 244.9367992088 |
| 2025-12-01 | 245.5725225309 |
| 2026-01-01 | 247.5564655701 |
| 2026-02-01 | 247.5739034718 |
| 2026-03-01 | 248.4174570098 |
| 2026-04-01 | 248.2241645722 |
| 2026-05-01 | 248.3378267267 |
| 2026-06-01 | 248.9928790755 |
| 2026-07-01 | 249.1003237501 |
| 2026-08-01 | 249.4282474962 |
| 2026-09-01 | 249.1937617197 |