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 2026-09-01 |
| Last Updated | 2026-10-20 10:04 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 | 95.7107719252 |
| 1990-02-01 | 96.0950369258 |
| 1990-03-01 | 95.3633105796 |
| 1990-04-01 | 98.0874307039 |
| 1990-05-01 | 98.5913349297 |
| 1990-06-01 | 97.4227151949 |
| 1990-07-01 | 91.2591154702 |
| 1990-08-01 | 94.3921727329 |
| 1990-09-01 | 94.0512147078 |
| 1990-10-01 | 93.9852023503 |
| 1990-11-01 | 93.1650493261 |
| 1990-12-01 | 93.2833387760 |
| 1991-01-01 | 88.9078248653 |
| 1991-02-01 | 88.3133007445 |
| 1991-03-01 | 87.2031117044 |
| 1991-04-01 | 85.6780873251 |
| 1991-05-01 | 84.4965852102 |
| 1991-06-01 | 82.5842257381 |
| 1991-07-01 | 84.6867691001 |
| 1991-08-01 | 84.8184127174 |
| 1991-09-01 | 83.4007840746 |
| 1991-10-01 | 86.9940103212 |
| 1991-11-01 | 83.8963552643 |
| 1991-12-01 | 83.4929621663 |
| 1992-01-01 | 78.6914435538 |
| 1992-02-01 | 81.3877995886 |
| 1992-03-01 | 80.7556875407 |
| 1992-04-01 | 79.5651681357 |
| 1992-05-01 | 78.1929147915 |
| 1992-06-01 | 76.4523715378 |
| 1992-07-01 | 74.6808904817 |
| 1992-08-01 | 74.5628944080 |
| 1992-09-01 | 79.8714418564 |
| 1992-10-01 | 72.8611288354 |
| 1992-11-01 | 72.6090221186 |
| 1992-12-01 | 72.7967651495 |
| 1993-01-01 | 73.3754735798 |
| 1993-02-01 | 73.1308691488 |
| 1993-03-01 | 73.1187617594 |
| 1993-04-01 | 73.0961790343 |
| 1993-05-01 | 73.1227305592 |
| 1993-06-01 | 73.5580981939 |
| 1993-07-01 | 74.2864470585 |
| 1993-08-01 | 73.7354043457 |
| 1993-09-01 | 74.7550832204 |
| 1993-10-01 | 74.0047509739 |
| 1993-11-01 | 73.9322220388 |
| 1993-12-01 | 74.1424341901 |
| 1994-01-01 | 74.4155451557 |
| 1994-02-01 | 74.2601353978 |
| 1994-03-01 | 74.8801608696 |
| 1994-04-01 | 75.9799530292 |
| 1994-05-01 | 76.2935781208 |
| 1994-06-01 | 78.1392852870 |
| 1994-07-01 | 76.8609156043 |
| 1994-08-01 | 77.1012920201 |
| 1994-09-01 | 77.0722709755 |
| 1994-10-01 | 77.4384251410 |
| 1994-11-01 | 78.0208690943 |
| 1994-12-01 | 78.1519397423 |
| 1995-01-01 | 79.8989095196 |
| 1995-02-01 | 79.8958228737 |
| 1995-03-01 | 79.5591962575 |
| 1995-04-01 | 79.1735365671 |
| 1995-05-01 | 80.0126888047 |
| 1995-06-01 | 80.7860840398 |
| 1995-07-01 | 81.3074445792 |
| 1995-08-01 | 81.6878870782 |
| 1995-09-01 | 82.6706582042 |
| 1995-10-01 | 83.5839017551 |
| 1995-11-01 | 84.7631637759 |
| 1995-12-01 | 85.1615041988 |
| 1996-01-01 | 80.6154561644 |
| 1996-02-01 | 81.4922507176 |
| 1996-03-01 | 81.6015071682 |
| 1996-04-01 | 84.4745495915 |
| 1996-05-01 | 85.9624833719 |
| 1996-06-01 | 86.9576534993 |
| 1996-07-01 | 91.1442041598 |
| 1996-08-01 | 90.0010791142 |
| 1996-09-01 | 89.4257434420 |
| 1996-10-01 | 88.0060427911 |
| 1996-11-01 | 88.5642396448 |
| 1996-12-01 | 88.8268470894 |
| 1997-01-01 | 89.6953721202 |
| 1997-02-01 | 90.5879567162 |
| 1997-03-01 | 91.1063852044 |
| 1997-04-01 | 86.0742223627 |
| 1997-05-01 | 86.1481411591 |
| 1997-06-01 | 87.3191140373 |
| 1997-07-01 | 86.7909455148 |
| 1997-08-01 | 86.9258800763 |
| 1997-09-01 | 85.9951546913 |
| 1997-10-01 | 88.4358620294 |
| 1997-11-01 | 89.0243041871 |
| 1997-12-01 | 89.7596794879 |
| 1998-01-01 | 90.0837923027 |
| 1998-02-01 | 89.8039216106 |
| 1998-03-01 | 89.1612394328 |
| 1998-04-01 | 94.3107257224 |
| 1998-05-01 | 94.8444222780 |
| 1998-06-01 | 95.8108057167 |
| 1998-07-01 | 94.5217511036 |
| 1998-08-01 | 92.7956262305 |
| 1998-09-01 | 95.4354566488 |
| 1998-10-01 | 95.7748983828 |
| 1998-11-01 | 96.2931801098 |
| 1998-12-01 | 96.5173161236 |
| 1999-01-01 | 95.7659632928 |
| 1999-02-01 | 96.0430892460 |
| 1999-03-01 | 97.1639491887 |
| 1999-04-01 | 96.1650255889 |
| 1999-05-01 | 95.8654789639 |
| 1999-06-01 | 96.3054783426 |
| 1999-07-01 | 97.6093420023 |
| 1999-08-01 | 95.7212437756 |
| 1999-09-01 | 99.2723863015 |
| 1999-10-01 | 99.7890092221 |
| 1999-11-01 | 100.5421775699 |
| 1999-12-01 | 100.5491069313 |
| 2000-01-01 | 102.7795330604 |
| 2000-02-01 | 103.2296506320 |
| 2000-03-01 | 103.8855547156 |
| 2000-04-01 | 104.7202036548 |
| 2000-05-01 | 104.9486347746 |
| 2000-06-01 | 104.3159605400 |
| 2000-07-01 | 104.3337768380 |
| 2000-08-01 | 104.6456119431 |
| 2000-09-01 | 104.4092391019 |
| 2000-10-01 | 104.0222100596 |
| 2000-11-01 | 104.1540901998 |
| 2000-12-01 | 104.8848748250 |
| 2001-01-01 | 103.6185238057 |
| 2001-02-01 | 104.1337194850 |
| 2001-03-01 | 104.8279987411 |
| 2001-04-01 | 103.8717705921 |
| 2001-05-01 | 104.5020358845 |
| 2001-06-01 | 104.4619791726 |
| 2001-07-01 | 103.9922690346 |
| 2001-08-01 | 104.2895305882 |
| 2001-09-01 | 104.7275796321 |
| 2001-10-01 | 106.2402149992 |
| 2001-11-01 | 106.3970783931 |
| 2001-12-01 | 106.5214066623 |
| 2002-01-01 | 105.3077218544 |
| 2002-02-01 | 105.9066588542 |
| 2002-03-01 | 105.9171670223 |
| 2002-04-01 | 108.0746214924 |
| 2002-05-01 | 108.9127874743 |
| 2002-06-01 | 109.6324088733 |
| 2002-07-01 | 110.5856325093 |
| 2002-08-01 | 109.9447738143 |
| 2002-09-01 | 110.8841445907 |
| 2002-10-01 | 111.3868756102 |
| 2002-11-01 | 111.9026714096 |
| 2002-12-01 | 111.9656757080 |
| 2003-01-01 | 112.9167614920 |
| 2003-02-01 | 113.1894074361 |
| 2003-03-01 | 113.4883854215 |
| 2003-04-01 | 113.1551714599 |
| 2003-05-01 | 112.7343752403 |
| 2003-06-01 | 113.6133715807 |
| 2003-07-01 | 114.4353452162 |
| 2003-08-01 | 114.6630132660 |
| 2003-09-01 | 114.0044825187 |
| 2003-10-01 | 114.5131295161 |
| 2003-11-01 | 114.6794533532 |
| 2003-12-01 | 114.7767835305 |
| 2004-01-01 | 112.4884134021 |
| 2004-02-01 | 114.0236276593 |
| 2004-03-01 | 114.5306566062 |
| 2004-04-01 | 114.0003030771 |
| 2004-05-01 | 113.9228069133 |
| 2004-06-01 | 114.3997057737 |
| 2004-07-01 | 114.4624927985 |
| 2004-08-01 | 115.5320730086 |
| 2004-09-01 | 116.5565477513 |
| 2004-10-01 | 116.0100056901 |
| 2004-11-01 | 116.1489872800 |
| 2004-12-01 | 116.0816354603 |
| 2005-01-01 | 116.6575413447 |
| 2005-02-01 | 116.5963429014 |
| 2005-03-01 | 116.2660857783 |
| 2005-04-01 | 117.0309424446 |
| 2005-05-01 | 117.1766489016 |
| 2005-06-01 | 119.2907914637 |
| 2005-07-01 | 117.1430164598 |
| 2005-08-01 | 117.9019988705 |
| 2005-09-01 | 119.3634410419 |
| 2005-10-01 | 117.4415838728 |
| 2005-11-01 | 117.4756003003 |
| 2005-12-01 | 117.7407757755 |
| 2006-01-01 | 117.8288646960 |
| 2006-02-01 | 118.1632028002 |
| 2006-03-01 | 118.5017678495 |
| 2006-04-01 | 119.3256969498 |
| 2006-05-01 | 120.2061284822 |
| 2006-06-01 | 121.6422444982 |
| 2006-07-01 | 120.2749936355 |
| 2006-08-01 | 120.9501960050 |
| 2006-09-01 | 121.3197683691 |
| 2006-10-01 | 122.0660574833 |
| 2006-11-01 | 121.9363682203 |
| 2006-12-01 | 122.4488028205 |
| 2007-01-01 | 122.7981216902 |
| 2007-02-01 | 123.1880560611 |
| 2007-03-01 | 123.4402251303 |
| 2007-04-01 | 124.1952630154 |
| 2007-05-01 | 124.2555549378 |
| 2007-06-01 | 123.6035708312 |
| 2007-07-01 | 124.3933530147 |
| 2007-08-01 | 123.5887980825 |
| 2007-09-01 | 125.4080544661 |
| 2007-10-01 | 126.3032194840 |
| 2007-11-01 | 127.0551997911 |
| 2007-12-01 | 127.2761448693 |
| 2008-01-01 | 127.9791919723 |
| 2008-02-01 | 127.8874637987 |
| 2008-03-01 | 127.8822317747 |
| 2008-04-01 | 127.9883081051 |
| 2008-05-01 | 127.6085441415 |
| 2008-06-01 | 128.7443772949 |
| 2008-07-01 | 129.0760684940 |
| 2008-08-01 | 128.9975354331 |
| 2008-09-01 | 129.7763509639 |
| 2008-10-01 | 129.7727899320 |
| 2008-11-01 | 130.1908384603 |
| 2008-12-01 | 130.9941668898 |
| 2009-01-01 | 131.2146795056 |
| 2009-02-01 | 131.9495375141 |
| 2009-03-01 | 132.5128766405 |
| 2009-04-01 | 131.9951779499 |
| 2009-05-01 | 132.4401007508 |
| 2009-06-01 | 132.2412877401 |
| 2009-07-01 | 135.6791418739 |
| 2009-08-01 | 134.1945019806 |
| 2009-09-01 | 135.6427453020 |
| 2009-10-01 | 134.4640208532 |
| 2009-11-01 | 134.3674522528 |
| 2009-12-01 | 136.0395217932 |
| 2010-01-01 | 132.9302645458 |
| 2010-02-01 | 131.6686230350 |
| 2010-03-01 | 133.5075482415 |
| 2010-04-01 | 136.8764623543 |
| 2010-05-01 | 135.8864504474 |
| 2010-06-01 | 135.2005617761 |
| 2010-07-01 | 132.0480046638 |
| 2010-08-01 | 133.6109061542 |
| 2010-09-01 | 134.7502475093 |
| 2010-10-01 | 136.0271931084 |
| 2010-11-01 | 136.7862857021 |
| 2010-12-01 | 137.3256602560 |
| 2011-01-01 | 138.9758121385 |
| 2011-02-01 | 139.3692275965 |
| 2011-03-01 | 139.8983561883 |
| 2011-04-01 | 137.7968592298 |
| 2011-05-01 | 136.7468356811 |
| 2011-06-01 | 137.2427362697 |
| 2011-07-01 | 136.7127366366 |
| 2011-08-01 | 137.2592960074 |
| 2011-09-01 | 137.3199715401 |
| 2011-10-01 | 137.9705835644 |
| 2011-11-01 | 138.8627424961 |
| 2011-12-01 | 139.2278150665 |
| 2012-01-01 | 137.8581526544 |
| 2012-02-01 | 137.4169135066 |
| 2012-03-01 | 138.1661539963 |
| 2012-04-01 | 138.2283141762 |
| 2012-05-01 | 138.9792126220 |
| 2012-06-01 | 139.5188870042 |
| 2012-07-01 | 138.4764336849 |
| 2012-08-01 | 141.5549282854 |
| 2012-09-01 | 138.1335957411 |
| 2012-10-01 | 138.4477669966 |
| 2012-11-01 | 138.0995273698 |
| 2012-12-01 | 138.5415984391 |
| 2013-01-01 | 139.6195244686 |
| 2013-02-01 | 140.1318740470 |
| 2013-03-01 | 140.3247591356 |
| 2013-04-01 | 144.7831907230 |
| 2013-05-01 | 142.8101525104 |
| 2013-06-01 | 142.8315146254 |
| 2013-07-01 | 144.4995279301 |
| 2013-08-01 | 145.7421363372 |
| 2013-09-01 | 143.7285784031 |
| 2013-10-01 | 142.5689920924 |
| 2013-11-01 | 142.1648515443 |
| 2013-12-01 | 142.3222609032 |
| 2014-01-01 | 143.1396046134 |
| 2014-02-01 | 143.7976123339 |
| 2014-03-01 | 143.7629898299 |
| 2014-04-01 | 143.5075380173 |
| 2014-05-01 | 143.1906571110 |
| 2014-06-01 | 142.0397976442 |
| 2014-07-01 | 140.9250494641 |
| 2014-08-01 | 145.9382270530 |
| 2014-09-01 | 144.8225133314 |
| 2014-10-01 | 145.5283696201 |
| 2014-11-01 | 145.1002833443 |
| 2014-12-01 | 144.7354904433 |
| 2015-01-01 | 142.9313850812 |
| 2015-02-01 | 144.0924721865 |
| 2015-03-01 | 143.9240328239 |
| 2015-04-01 | 144.9643912682 |
| 2015-05-01 | 144.7557948674 |
| 2015-06-01 | 143.0774274181 |
| 2015-07-01 | 144.6706250220 |
| 2015-08-01 | 145.9442453220 |
| 2015-09-01 | 145.9606279071 |
| 2015-10-01 | 146.0387199792 |
| 2015-11-01 | 147.2091058260 |
| 2015-12-01 | 147.6566478641 |
| 2016-01-01 | 148.2368033849 |
| 2016-02-01 | 147.9805195393 |
| 2016-03-01 | 148.5522732253 |
| 2016-04-01 | 147.6424529039 |
| 2016-05-01 | 147.9265493377 |
| 2016-06-01 | 149.4185181749 |
| 2016-07-01 | 149.2803595358 |
| 2016-08-01 | 148.0354939715 |
| 2016-09-01 | 147.7399821591 |
| 2016-10-01 | 148.6396618484 |
| 2016-11-01 | 149.2500820222 |
| 2016-12-01 | 149.3086430436 |
| 2017-01-01 | 150.3661552397 |
| 2017-02-01 | 150.2262273023 |
| 2017-03-01 | 151.1305637943 |
| 2017-04-01 | 151.8565314456 |
| 2017-05-01 | 153.1271312985 |
| 2017-06-01 | 151.4565913074 |
| 2017-07-01 | 153.9362688864 |
| 2017-08-01 | 154.2589110103 |
| 2017-09-01 | 156.4877891409 |
| 2017-10-01 | 157.3835676776 |
| 2017-11-01 | 157.7789900334 |
| 2017-12-01 | 155.9767794160 |
| 2018-01-01 | 162.3172295357 |
| 2018-02-01 | 159.4729448021 |
| 2018-03-01 | 159.6480869578 |
| 2018-04-01 | 160.0276324991 |
| 2018-05-01 | 159.6320636144 |
| 2018-06-01 | 161.0807739646 |
| 2018-07-01 | 159.9153824154 |
| 2018-08-01 | 161.4029269463 |
| 2018-09-01 | 160.9324285347 |
| 2018-10-01 | 160.7841334848 |
| 2018-11-01 | 160.7141633573 |
| 2018-12-01 | 161.9852869723 |
| 2019-01-01 | 161.7319893324 |
| 2019-02-01 | 163.7846235763 |
| 2019-03-01 | 164.7220722161 |
| 2019-04-01 | 164.4093388992 |
| 2019-05-01 | 163.8025101856 |
| 2019-06-01 | 164.2175783987 |
| 2019-07-01 | 164.1273842451 |
| 2019-08-01 | 162.2782698420 |
| 2019-09-01 | 167.2826573120 |
| 2019-10-01 | 165.9820715142 |
| 2019-11-01 | 166.6462094655 |
| 2019-12-01 | 167.5775759565 |
| 2020-01-01 | 165.5483266561 |
| 2020-02-01 | 167.9604724699 |
| 2020-03-01 | 166.4459034297 |
| 2020-04-01 | 145.0929644293 |
| 2020-05-01 | 145.9795710465 |
| 2020-06-01 | 150.4806562610 |
| 2020-07-01 | 146.2282776887 |
| 2020-08-01 | 146.4498087030 |
| 2020-09-01 | 145.7613191535 |
| 2020-10-01 | 145.1979772956 |
| 2020-11-01 | 145.8737674746 |
| 2020-12-01 | 145.8830461233 |
| 2021-01-01 | 147.1924902300 |
| 2021-02-01 | 147.3567910885 |
| 2021-03-01 | 150.2825879618 |
| 2021-04-01 | 152.9265418289 |
| 2021-05-01 | 158.0213913542 |
| 2021-06-01 | 158.0732315481 |
| 2021-07-01 | 160.3262285050 |
| 2021-08-01 | 161.6991343902 |
| 2021-09-01 | 160.1682636306 |
| 2021-10-01 | 161.0707210880 |
| 2021-11-01 | 161.4573707951 |
| 2021-12-01 | 161.6536819020 |
| 2022-01-01 | 163.2050459566 |
| 2022-02-01 | 162.8465394692 |
| 2022-03-01 | 164.1024889236 |
| 2022-04-01 | 163.9077113000 |
| 2022-05-01 | 163.2636758391 |
| 2022-06-01 | 164.2777997641 |
| 2022-07-01 | 165.1448524086 |
| 2022-08-01 | 167.4755036690 |
| 2022-09-01 | 168.8375066663 |
| 2022-10-01 | 170.3679321760 |
| 2022-11-01 | 171.4493899488 |
| 2022-12-01 | 172.9711556112 |
| 2023-01-01 | 172.0658364864 |
| 2023-02-01 | 173.1992436106 |
| 2023-03-01 | 174.1039281054 |
| 2023-04-01 | 173.8238786811 |
| 2023-05-01 | 176.1783585865 |
| 2023-06-01 | 175.1146243393 |
| 2023-07-01 | 176.3631120742 |
| 2023-08-01 | 177.0279753021 |
| 2023-09-01 | 178.6210728822 |
| 2023-10-01 | 178.8110442775 |
| 2023-11-01 | 179.7152484295 |
| 2023-12-01 | 180.8617082508 |
| 2024-01-01 | 183.8760025796 |
| 2024-02-01 | 182.9218445915 |
| 2024-03-01 | 183.2250826625 |
| 2024-04-01 | 184.7074538260 |
| 2024-05-01 | 183.9064920154 |
| 2024-06-01 | 182.6148767443 |
| 2024-07-01 | 183.9211011470 |
| 2024-08-01 | 183.9807737731 |
| 2024-09-01 | 184.3756561917 |
| 2024-10-01 | 184.1895945854 |
| 2024-11-01 | 184.7069013958 |
| 2024-12-01 | 184.5064520853 |
| 2025-01-01 | 184.8713149511 |
| 2025-02-01 | 185.3563840618 |
| 2025-03-01 | 185.1385736415 |
| 2025-04-01 | 186.0451318421 |
| 2025-05-01 | 186.0281179585 |
| 2025-06-01 | 186.0361592058 |
| 2025-07-01 | 183.2676645334 |
| 2025-08-01 | 186.5776896841 |
| 2025-09-01 | 186.0955948445 |
| 2025-10-01 | 187.6021325480 |
| 2025-11-01 | 187.5824250411 |
| 2025-12-01 | 187.7016272020 |
| 2026-01-01 | 190.7302070416 |
| 2026-02-01 | 188.2994696359 |
| 2026-03-01 | 188.8425649513 |
| 2026-04-01 | 188.6447609970 |
| 2026-05-01 | 187.4007142392 |
| 2026-06-01 | 195.2466674991 |
| 2026-07-01 | 194.5329624532 |
| 2026-08-01 | 192.8189363242 |
| 2026-09-01 | 194.5027042475 |