Table Data - All Employees: Education and Health Services: Private Educational Services in Los Angeles-Long Beach-Anaheim, CA (MSA)
| Title | All Employees: Education and Health Services: Private Educational Services in Los Angeles-Long Beach-Anaheim, CA (MSA) |
|---|---|
| Series ID | SMU06310806561000001SA |
| 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 10:58 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 | 95.7108079506 |
| 1990-02-01 | 96.0949805195 |
| 1990-03-01 | 95.3632887010 |
| 1990-04-01 | 98.0873991957 |
| 1990-05-01 | 98.5914023790 |
| 1990-06-01 | 97.4227571876 |
| 1990-07-01 | 91.2587073677 |
| 1990-08-01 | 94.3925247054 |
| 1990-09-01 | 94.0509258571 |
| 1990-10-01 | 93.9858073241 |
| 1990-11-01 | 93.1645550710 |
| 1990-12-01 | 93.2835606971 |
| 1991-01-01 | 88.9078336785 |
| 1991-02-01 | 88.3132535698 |
| 1991-03-01 | 87.2030937112 |
| 1991-04-01 | 85.6780776616 |
| 1991-05-01 | 84.4966417650 |
| 1991-06-01 | 82.5842578364 |
| 1991-07-01 | 84.6864517672 |
| 1991-08-01 | 84.8187343549 |
| 1991-09-01 | 83.4003842214 |
| 1991-10-01 | 86.9945276706 |
| 1991-11-01 | 83.8960617231 |
| 1991-12-01 | 83.4931456061 |
| 1992-01-01 | 78.6914177875 |
| 1992-02-01 | 81.3877628919 |
| 1992-03-01 | 80.7556721146 |
| 1992-04-01 | 79.5651689366 |
| 1992-05-01 | 78.1929544206 |
| 1992-06-01 | 76.4524114950 |
| 1992-07-01 | 74.6806956116 |
| 1992-08-01 | 74.5631288210 |
| 1992-09-01 | 79.8709819801 |
| 1992-10-01 | 72.8614528844 |
| 1992-11-01 | 72.6089558723 |
| 1992-12-01 | 72.7969106419 |
| 1993-01-01 | 73.3754138539 |
| 1993-02-01 | 73.1308467556 |
| 1993-03-01 | 73.1187410220 |
| 1993-04-01 | 73.0961699171 |
| 1993-05-01 | 73.1227435243 |
| 1993-06-01 | 73.5581274257 |
| 1993-07-01 | 74.2863661127 |
| 1993-08-01 | 73.7355631026 |
| 1993-09-01 | 74.7546750709 |
| 1993-10-01 | 74.0049817939 |
| 1993-11-01 | 73.9323045783 |
| 1993-12-01 | 74.1426060199 |
| 1994-01-01 | 74.4154294829 |
| 1994-02-01 | 74.2600793041 |
| 1994-03-01 | 74.8800768242 |
| 1994-04-01 | 75.9799345398 |
| 1994-05-01 | 76.2935885946 |
| 1994-06-01 | 78.1393375787 |
| 1994-07-01 | 76.8609074305 |
| 1994-08-01 | 77.1013644804 |
| 1994-09-01 | 77.0720919254 |
| 1994-10-01 | 77.4385276902 |
| 1994-11-01 | 78.0210189967 |
| 1994-12-01 | 78.1521441379 |
| 1995-01-01 | 79.8987122388 |
| 1995-02-01 | 79.8956776041 |
| 1995-03-01 | 79.5589842326 |
| 1995-04-01 | 79.1735585899 |
| 1995-05-01 | 80.0127459913 |
| 1995-06-01 | 80.7861474778 |
| 1995-07-01 | 81.3075162747 |
| 1995-08-01 | 81.6879486941 |
| 1995-09-01 | 82.6706771991 |
| 1995-10-01 | 83.5839507935 |
| 1995-11-01 | 84.7633196834 |
| 1995-12-01 | 85.1617197040 |
| 1996-01-01 | 80.6151716339 |
| 1996-02-01 | 81.4919690975 |
| 1996-03-01 | 81.6010710383 |
| 1996-04-01 | 84.4747419936 |
| 1996-05-01 | 85.9626729169 |
| 1996-06-01 | 86.9577361621 |
| 1996-07-01 | 91.1443683586 |
| 1996-08-01 | 90.0011696292 |
| 1996-09-01 | 89.4259111717 |
| 1996-10-01 | 88.0060315647 |
| 1996-11-01 | 88.5643523214 |
| 1996-12-01 | 88.8269522551 |
| 1997-01-01 | 89.6950745474 |
| 1997-02-01 | 90.5875912138 |
| 1997-03-01 | 91.1056101103 |
| 1997-04-01 | 86.0746229777 |
| 1997-05-01 | 86.1484663784 |
| 1997-06-01 | 87.3191915058 |
| 1997-07-01 | 86.7911676793 |
| 1997-08-01 | 86.9260124392 |
| 1997-09-01 | 85.9952929981 |
| 1997-10-01 | 88.4358568039 |
| 1997-11-01 | 89.0243483672 |
| 1997-12-01 | 89.7596728939 |
| 1998-01-01 | 90.0835662161 |
| 1998-02-01 | 89.8035958818 |
| 1998-03-01 | 89.1603179303 |
| 1998-04-01 | 94.3112829571 |
| 1998-05-01 | 94.8448497100 |
| 1998-06-01 | 95.8108922202 |
| 1998-07-01 | 94.5220048825 |
| 1998-08-01 | 92.7957682974 |
| 1998-09-01 | 95.4355543708 |
| 1998-10-01 | 95.7748836401 |
| 1998-11-01 | 96.2931653232 |
| 1998-12-01 | 96.5172428417 |
| 1999-01-01 | 95.7658364648 |
| 1999-02-01 | 96.0429126979 |
| 1999-03-01 | 97.1630062431 |
| 1999-04-01 | 96.1654734115 |
| 1999-05-01 | 95.8658360324 |
| 1999-06-01 | 96.3055932051 |
| 1999-07-01 | 97.6095438218 |
| 1999-08-01 | 95.7213707976 |
| 1999-09-01 | 99.2724323075 |
| 1999-10-01 | 99.7890027010 |
| 1999-11-01 | 100.5421485172 |
| 1999-12-01 | 100.5490585238 |
| 2000-01-01 | 102.7794330297 |
| 2000-02-01 | 103.2295620953 |
| 2000-03-01 | 103.8849039376 |
| 2000-04-01 | 104.7204513682 |
| 2000-05-01 | 104.9488625845 |
| 2000-06-01 | 104.3160820886 |
| 2000-07-01 | 104.3339167902 |
| 2000-08-01 | 104.6457006412 |
| 2000-09-01 | 104.4092674770 |
| 2000-10-01 | 104.0222009978 |
| 2000-11-01 | 104.1540772768 |
| 2000-12-01 | 104.8848672624 |
| 2001-01-01 | 103.6184402430 |
| 2001-02-01 | 104.1337139976 |
| 2001-03-01 | 104.8276537687 |
| 2001-04-01 | 103.8718355683 |
| 2001-05-01 | 104.5021317910 |
| 2001-06-01 | 104.4620711145 |
| 2001-07-01 | 103.9923411598 |
| 2001-08-01 | 104.2895824139 |
| 2001-09-01 | 104.7276008843 |
| 2001-10-01 | 106.2402149249 |
| 2001-11-01 | 106.3970794616 |
| 2001-12-01 | 106.5214172848 |
| 2002-01-01 | 105.3076523651 |
| 2002-02-01 | 105.9066507148 |
| 2002-03-01 | 105.9170326879 |
| 2002-04-01 | 108.0746304626 |
| 2002-05-01 | 108.9128282771 |
| 2002-06-01 | 109.6324504619 |
| 2002-07-01 | 110.5856711987 |
| 2002-08-01 | 109.9447990142 |
| 2002-09-01 | 110.8841546071 |
| 2002-10-01 | 111.3868802287 |
| 2002-11-01 | 111.9026749355 |
| 2002-12-01 | 111.9656853797 |
| 2003-01-01 | 112.9167189159 |
| 2003-02-01 | 113.1894129524 |
| 2003-03-01 | 113.4883065326 |
| 2003-04-01 | 113.1551775276 |
| 2003-05-01 | 112.7344053442 |
| 2003-06-01 | 113.6133874503 |
| 2003-07-01 | 114.4353608761 |
| 2003-08-01 | 114.6630262391 |
| 2003-09-01 | 114.0044824432 |
| 2003-10-01 | 114.5131321878 |
| 2003-11-01 | 114.6794547422 |
| 2003-12-01 | 114.7767839676 |
| 2004-01-01 | 112.4883970099 |
| 2004-02-01 | 114.0236263103 |
| 2004-03-01 | 114.5306283152 |
| 2004-04-01 | 114.0003055288 |
| 2004-05-01 | 113.9228254330 |
| 2004-06-01 | 114.3997131922 |
| 2004-07-01 | 114.4624986833 |
| 2004-08-01 | 115.5320789578 |
| 2004-09-01 | 116.5565390791 |
| 2004-10-01 | 116.0100069650 |
| 2004-11-01 | 116.1489878169 |
| 2004-12-01 | 116.0816346683 |
| 2005-01-01 | 116.6575370040 |
| 2005-02-01 | 116.5963390684 |
| 2005-03-01 | 116.2660823476 |
| 2005-04-01 | 117.0309414063 |
| 2005-05-01 | 117.1766575456 |
| 2005-06-01 | 119.2907951701 |
| 2005-07-01 | 117.1430175391 |
| 2005-08-01 | 117.9020012614 |
| 2005-09-01 | 119.3634331624 |
| 2005-10-01 | 117.4415840404 |
| 2005-11-01 | 117.4756003754 |
| 2005-12-01 | 117.7407760141 |
| 2006-01-01 | 117.8288638327 |
| 2006-02-01 | 118.1632026924 |
| 2006-03-01 | 118.5017679681 |
| 2006-04-01 | 119.3256977274 |
| 2006-05-01 | 120.2061300063 |
| 2006-06-01 | 121.6422463694 |
| 2006-07-01 | 120.2749929735 |
| 2006-08-01 | 120.9501968441 |
| 2006-09-01 | 121.3197637098 |
| 2006-10-01 | 122.0660575284 |
| 2006-11-01 | 121.9363684063 |
| 2006-12-01 | 122.4488032581 |
| 2007-01-01 | 122.7981222103 |
| 2007-02-01 | 123.1880565518 |
| 2007-03-01 | 123.4402254620 |
| 2007-04-01 | 124.1952632126 |
| 2007-05-01 | 124.2555552244 |
| 2007-06-01 | 123.6035710178 |
| 2007-07-01 | 124.3933520954 |
| 2007-08-01 | 123.5887984492 |
| 2007-09-01 | 125.4080536917 |
| 2007-10-01 | 126.3032191597 |
| 2007-11-01 | 127.0551998564 |
| 2007-12-01 | 127.2761452502 |
| 2008-01-01 | 127.9791923537 |
| 2008-02-01 | 127.8874638737 |
| 2008-03-01 | 127.8822317349 |
| 2008-04-01 | 127.9883079054 |
| 2008-05-01 | 127.6085438915 |
| 2008-06-01 | 128.7443768895 |
| 2008-07-01 | 129.0760685935 |
| 2008-08-01 | 128.9975366272 |
| 2008-09-01 | 129.7763507485 |
| 2008-10-01 | 129.7727898681 |
| 2008-11-01 | 130.1908385286 |
| 2008-12-01 | 130.9941670238 |
| 2009-01-01 | 131.2146796222 |
| 2009-02-01 | 131.9495373945 |
| 2009-03-01 | 132.5128759833 |
| 2009-04-01 | 131.9951776673 |
| 2009-05-01 | 132.4401004551 |
| 2009-06-01 | 132.2412871247 |
| 2009-07-01 | 135.6791423705 |
| 2009-08-01 | 134.1945040783 |
| 2009-09-01 | 135.6427452514 |
| 2009-10-01 | 134.4640208666 |
| 2009-11-01 | 134.3674522936 |
| 2009-12-01 | 136.0395218303 |
| 2010-01-01 | 132.9302645824 |
| 2010-02-01 | 131.6686228316 |
| 2010-03-01 | 133.5075469764 |
| 2010-04-01 | 136.8764619035 |
| 2010-05-01 | 135.8864499792 |
| 2010-06-01 | 135.2005612226 |
| 2010-07-01 | 132.0480050361 |
| 2010-08-01 | 133.6109096881 |
| 2010-09-01 | 134.7502476774 |
| 2010-10-01 | 136.0271933264 |
| 2010-11-01 | 136.7862857120 |
| 2010-12-01 | 137.3256599647 |
| 2011-01-01 | 138.9758116940 |
| 2011-02-01 | 139.3692270037 |
| 2011-03-01 | 139.8983541460 |
| 2011-04-01 | 137.7968582580 |
| 2011-05-01 | 136.7468355216 |
| 2011-06-01 | 137.2427362413 |
| 2011-07-01 | 136.7127373323 |
| 2011-08-01 | 137.2593012120 |
| 2011-09-01 | 137.3199724590 |
| 2011-10-01 | 137.9705842687 |
| 2011-11-01 | 138.8627423149 |
| 2011-12-01 | 139.2278137248 |
| 2012-01-01 | 137.8581507234 |
| 2012-02-01 | 137.4169114378 |
| 2012-03-01 | 138.1661516301 |
| 2012-04-01 | 138.2283128098 |
| 2012-05-01 | 138.9792134215 |
| 2012-06-01 | 139.5188879974 |
| 2012-07-01 | 138.4764348251 |
| 2012-08-01 | 141.5549372285 |
| 2012-09-01 | 138.1335971376 |
| 2012-10-01 | 138.4477683100 |
| 2012-11-01 | 138.0995284077 |
| 2012-12-01 | 138.5415981843 |
| 2013-01-01 | 139.6195101777 |
| 2013-02-01 | 140.1318720513 |
| 2013-03-01 | 140.3247568942 |
| 2013-04-01 | 144.7831881621 |
| 2013-05-01 | 142.8101532712 |
| 2013-06-01 | 142.8315276483 |
| 2013-07-01 | 144.4995291334 |
| 2013-08-01 | 145.7421468629 |
| 2013-09-01 | 143.7285801065 |
| 2013-10-01 | 142.5689934597 |
| 2013-11-01 | 142.1648524904 |
| 2013-12-01 | 142.3222603647 |
| 2014-01-01 | 143.1395762580 |
| 2014-02-01 | 143.7976089166 |
| 2014-03-01 | 143.7629869177 |
| 2014-04-01 | 143.5075362654 |
| 2014-05-01 | 143.1906596864 |
| 2014-06-01 | 142.0398252950 |
| 2014-07-01 | 140.9250533181 |
| 2014-08-01 | 145.9382393333 |
| 2014-09-01 | 144.8225158552 |
| 2014-10-01 | 145.5283691336 |
| 2014-11-01 | 145.1002786203 |
| 2014-12-01 | 144.7354798734 |
| 2015-01-01 | 142.9313347395 |
| 2015-02-01 | 144.0924688254 |
| 2015-03-01 | 143.9240389573 |
| 2015-04-01 | 144.9644061335 |
| 2015-05-01 | 144.7558078715 |
| 2015-06-01 | 143.0775147209 |
| 2015-07-01 | 144.6706099629 |
| 2015-08-01 | 145.9442288335 |
| 2015-09-01 | 145.9606113652 |
| 2015-10-01 | 146.0387061660 |
| 2015-11-01 | 147.2090808455 |
| 2015-12-01 | 147.6565969841 |
| 2016-01-01 | 148.2367306276 |
| 2016-02-01 | 147.9805247354 |
| 2016-03-01 | 148.5523224601 |
| 2016-04-01 | 147.6425467255 |
| 2016-05-01 | 147.9266363403 |
| 2016-06-01 | 149.4186761874 |
| 2016-07-01 | 149.2802662215 |
| 2016-08-01 | 148.0354121975 |
| 2016-09-01 | 147.7398927153 |
| 2016-10-01 | 148.6395919685 |
| 2016-11-01 | 149.2500229627 |
| 2016-12-01 | 149.3085649948 |
| 2017-01-01 | 150.3659342176 |
| 2017-02-01 | 150.2263161355 |
| 2017-03-01 | 151.1307730040 |
| 2017-04-01 | 151.8567774038 |
| 2017-05-01 | 153.1273523721 |
| 2017-06-01 | 151.4569370982 |
| 2017-07-01 | 153.9362950527 |
| 2017-08-01 | 154.2580181149 |
| 2017-09-01 | 156.4877236353 |
| 2017-10-01 | 157.3835167973 |
| 2017-11-01 | 157.7788590077 |
| 2017-12-01 | 155.9766064868 |
| 2018-01-01 | 162.3169650025 |
| 2018-02-01 | 159.4728763799 |
| 2018-03-01 | 159.6488065099 |
| 2018-04-01 | 160.0281843767 |
| 2018-05-01 | 159.6325285756 |
| 2018-06-01 | 161.0810091980 |
| 2018-07-01 | 159.9156114144 |
| 2018-08-01 | 161.4011515644 |
| 2018-09-01 | 160.9323345659 |
| 2018-10-01 | 160.7841030402 |
| 2018-11-01 | 160.7139461871 |
| 2018-12-01 | 161.9849199915 |
| 2019-01-01 | 161.7315122868 |
| 2019-02-01 | 163.7849503829 |
| 2019-03-01 | 164.7231099997 |
| 2019-04-01 | 164.4100517451 |
| 2019-05-01 | 163.8036332614 |
| 2019-06-01 | 164.2176386401 |
| 2019-07-01 | 164.1273244621 |
| 2019-08-01 | 162.2756959668 |
| 2019-09-01 | 167.2823324174 |
| 2019-10-01 | 165.9819162730 |
| 2019-11-01 | 166.6459799105 |
| 2019-12-01 | 167.5774201470 |
| 2020-01-01 | 165.5484364640 |
| 2020-02-01 | 167.9615010195 |
| 2020-03-01 | 166.4471485767 |
| 2020-04-01 | 145.0933707982 |
| 2020-05-01 | 145.9805910114 |
| 2020-06-01 | 150.4798267673 |
| 2020-07-01 | 146.2271950664 |
| 2020-08-01 | 146.4479157945 |
| 2020-09-01 | 145.7604992394 |
| 2020-10-01 | 145.1976888243 |
| 2020-11-01 | 145.8739603217 |
| 2020-12-01 | 145.8839859881 |
| 2021-01-01 | 147.1938503172 |
| 2021-02-01 | 147.3594221557 |
| 2021-03-01 | 150.2829320682 |
| 2021-04-01 | 152.9249987089 |
| 2021-05-01 | 158.0228533898 |
| 2021-06-01 | 158.0702464289 |
| 2021-07-01 | 160.3227259543 |
| 2021-08-01 | 161.6971190694 |
| 2021-09-01 | 160.1671865915 |
| 2021-10-01 | 161.0710633997 |
| 2021-11-01 | 161.4588226400 |
| 2021-12-01 | 161.6565763391 |
| 2022-01-01 | 163.2159617903 |
| 2022-02-01 | 162.8505007085 |
| 2022-03-01 | 164.1032887728 |
| 2022-04-01 | 163.8936260358 |
| 2022-05-01 | 163.2673146286 |
| 2022-06-01 | 164.2587614287 |
| 2022-07-01 | 165.1426644513 |
| 2022-08-01 | 167.4766068540 |
| 2022-09-01 | 168.8405808882 |
| 2022-10-01 | 170.3737879893 |
| 2022-11-01 | 171.4574769782 |
| 2022-12-01 | 172.9804039545 |
| 2023-01-01 | 172.0887320783 |
| 2023-02-01 | 173.2032243124 |
| 2023-03-01 | 174.0998110805 |
| 2023-04-01 | 173.7874979017 |
| 2023-05-01 | 176.1755359553 |
| 2023-06-01 | 175.0710252179 |
| 2023-07-01 | 176.3636779906 |
| 2023-08-01 | 177.0361035481 |
| 2023-09-01 | 178.6373069503 |
| 2023-10-01 | 178.8329005002 |
| 2023-11-01 | 179.7397713379 |
| 2023-12-01 | 180.8831593495 |
| 2024-01-01 | 183.9140714135 |
| 2024-02-01 | 182.9231945443 |
| 2024-03-01 | 183.2127345282 |
| 2024-04-01 | 184.6248677964 |
| 2024-05-01 | 183.8775699141 |
| 2024-06-01 | 182.5333856936 |
| 2024-07-01 | 183.9426255791 |
| 2024-08-01 | 183.9793707321 |
| 2024-09-01 | 184.4488683760 |
| 2024-10-01 | 184.2402963438 |
| 2024-11-01 | 184.7583218650 |
| 2024-12-01 | 184.5464816052 |
| 2025-01-01 | 184.9078055155 |
| 2025-02-01 | 185.3444437671 |
| 2025-03-01 | 185.0952447019 |
| 2025-04-01 | 185.9197827200 |
| 2025-05-01 | 185.9718469521 |
| 2025-06-01 | 185.9261108809 |
| 2025-07-01 | 183.3055900697 |
| 2025-08-01 | 186.5710025881 |
| 2025-09-01 | 186.2329733029 |
| 2025-10-01 | 187.6827892406 |
| 2025-11-01 | 187.6594208551 |
| 2025-12-01 | 187.7575564754 |
| 2026-01-01 | 190.7632589619 |
| 2026-02-01 | 188.2714014472 |
| 2026-03-01 | 188.7666812663 |
| 2026-04-01 | 188.4712998596 |
| 2026-05-01 | 187.3263271872 |
| 2026-06-01 | 195.0996340898 |
| 2026-07-01 | 194.5922817997 |
| 2026-08-01 | 192.7931559930 |