Table Data - All Employees: Education and Health Services: Private Educational Services in Los Angeles-Long Beach-Glendale, CA (MD)
| Title | All Employees: Education and Health Services: Private Educational Services in Los Angeles-Long Beach-Glendale, CA (MD) |
|---|---|
| Series ID | SMU06310846561000001SA |
| 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 10:07 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 | 86.7920782672 |
| 1990-02-01 | 87.1169303446 |
| 1990-03-01 | 86.8180951913 |
| 1990-04-01 | 88.5458914084 |
| 1990-05-01 | 89.0498155811 |
| 1990-06-01 | 86.6885188362 |
| 1990-07-01 | 80.6561807348 |
| 1990-08-01 | 83.8163343029 |
| 1990-09-01 | 84.0012761700 |
| 1990-10-01 | 83.9881577741 |
| 1990-11-01 | 82.9029522212 |
| 1990-12-01 | 83.5051133902 |
| 1991-01-01 | 79.6235254468 |
| 1991-02-01 | 78.5321493788 |
| 1991-03-01 | 77.5938090008 |
| 1991-04-01 | 75.2995868164 |
| 1991-05-01 | 74.2083034189 |
| 1991-06-01 | 71.7687101873 |
| 1991-07-01 | 74.0725325168 |
| 1991-08-01 | 74.1751173774 |
| 1991-09-01 | 72.7075843641 |
| 1991-10-01 | 76.4517062633 |
| 1991-11-01 | 73.2985208757 |
| 1991-12-01 | 73.1534222536 |
| 1992-01-01 | 69.3006302504 |
| 1992-02-01 | 71.1979860946 |
| 1992-03-01 | 70.5443422048 |
| 1992-04-01 | 68.8852497498 |
| 1992-05-01 | 67.5365861018 |
| 1992-06-01 | 65.4343879856 |
| 1992-07-01 | 63.8927254837 |
| 1992-08-01 | 63.6966164967 |
| 1992-09-01 | 68.7147066294 |
| 1992-10-01 | 61.1670218925 |
| 1992-11-01 | 60.6738917850 |
| 1992-12-01 | 60.9194746832 |
| 1993-01-01 | 62.7322699890 |
| 1993-02-01 | 61.0349512768 |
| 1993-03-01 | 60.9559806057 |
| 1993-04-01 | 61.1070674334 |
| 1993-05-01 | 61.2490213959 |
| 1993-06-01 | 61.4694623660 |
| 1993-07-01 | 62.6037577194 |
| 1993-08-01 | 61.9327580802 |
| 1993-09-01 | 62.5806440155 |
| 1993-10-01 | 61.8401228254 |
| 1993-11-01 | 61.7249041906 |
| 1993-12-01 | 61.9135595565 |
| 1994-01-01 | 63.1278722010 |
| 1994-02-01 | 62.2712037465 |
| 1994-03-01 | 62.9736942004 |
| 1994-04-01 | 63.8377314718 |
| 1994-05-01 | 64.0147529423 |
| 1994-06-01 | 65.1140176155 |
| 1994-07-01 | 64.4520389823 |
| 1994-08-01 | 64.5948457386 |
| 1994-09-01 | 64.1739174219 |
| 1994-10-01 | 64.2009368713 |
| 1994-11-01 | 64.4967852600 |
| 1994-12-01 | 64.8536093665 |
| 1995-01-01 | 67.2641217616 |
| 1995-02-01 | 67.0907506628 |
| 1995-03-01 | 66.9041886185 |
| 1995-04-01 | 66.4804176109 |
| 1995-05-01 | 67.0575965997 |
| 1995-06-01 | 67.1259449818 |
| 1995-07-01 | 67.9989876651 |
| 1995-08-01 | 68.0169202618 |
| 1995-09-01 | 68.7838608238 |
| 1995-10-01 | 69.7896357091 |
| 1995-11-01 | 70.3249873806 |
| 1995-12-01 | 70.7850679183 |
| 1996-01-01 | 67.5203870895 |
| 1996-02-01 | 68.1494130792 |
| 1996-03-01 | 68.3331509311 |
| 1996-04-01 | 69.9701565352 |
| 1996-05-01 | 71.4333528071 |
| 1996-06-01 | 72.0340038927 |
| 1996-07-01 | 75.8919432877 |
| 1996-08-01 | 75.0437844602 |
| 1996-09-01 | 75.1235187097 |
| 1996-10-01 | 73.7843057058 |
| 1996-11-01 | 74.0215307555 |
| 1996-12-01 | 74.1290062379 |
| 1997-01-01 | 75.3024231288 |
| 1997-02-01 | 76.3230960126 |
| 1997-03-01 | 76.4780975050 |
| 1997-04-01 | 69.8607560634 |
| 1997-05-01 | 69.9825912628 |
| 1997-06-01 | 71.2860301613 |
| 1997-07-01 | 71.3844938462 |
| 1997-08-01 | 71.3590261342 |
| 1997-09-01 | 70.8477893710 |
| 1997-10-01 | 72.3094044665 |
| 1997-11-01 | 72.6240282926 |
| 1997-12-01 | 73.4863841068 |
| 1998-01-01 | 74.1319908980 |
| 1998-02-01 | 73.9549432020 |
| 1998-03-01 | 72.8592066534 |
| 1998-04-01 | 76.9836246572 |
| 1998-05-01 | 77.4982070647 |
| 1998-06-01 | 78.2769430035 |
| 1998-07-01 | 77.7707422051 |
| 1998-08-01 | 76.3511393620 |
| 1998-09-01 | 79.0495721450 |
| 1998-10-01 | 79.4718014406 |
| 1998-11-01 | 79.9481847969 |
| 1998-12-01 | 80.0904457111 |
| 1999-01-01 | 79.2845840087 |
| 1999-02-01 | 79.7874435807 |
| 1999-03-01 | 80.2318194554 |
| 1999-04-01 | 78.6183950122 |
| 1999-05-01 | 78.3581646128 |
| 1999-06-01 | 78.9014967630 |
| 1999-07-01 | 80.1142304055 |
| 1999-08-01 | 78.7312283056 |
| 1999-09-01 | 82.3222482745 |
| 1999-10-01 | 82.7130158342 |
| 1999-11-01 | 83.4362177609 |
| 1999-12-01 | 83.5948204387 |
| 2000-01-01 | 85.8728185470 |
| 2000-02-01 | 86.0417393154 |
| 2000-03-01 | 86.2163780445 |
| 2000-04-01 | 86.7828901010 |
| 2000-05-01 | 87.1250242454 |
| 2000-06-01 | 85.9369348097 |
| 2000-07-01 | 85.9795030705 |
| 2000-08-01 | 86.1087181594 |
| 2000-09-01 | 86.2194666019 |
| 2000-10-01 | 86.0720827337 |
| 2000-11-01 | 86.1198282064 |
| 2000-12-01 | 86.7597976225 |
| 2001-01-01 | 86.8255566060 |
| 2001-02-01 | 87.5328589012 |
| 2001-03-01 | 88.0238189080 |
| 2001-04-01 | 87.4756470088 |
| 2001-05-01 | 87.8454540003 |
| 2001-06-01 | 88.2292302477 |
| 2001-07-01 | 88.3177251182 |
| 2001-08-01 | 88.9531786056 |
| 2001-09-01 | 89.1921535413 |
| 2001-10-01 | 90.5250051290 |
| 2001-11-01 | 90.7351097599 |
| 2001-12-01 | 90.8910172575 |
| 2002-01-01 | 89.5996550487 |
| 2002-02-01 | 89.9704291758 |
| 2002-03-01 | 90.0306417951 |
| 2002-04-01 | 92.1984042797 |
| 2002-05-01 | 93.0900210808 |
| 2002-06-01 | 93.5739306380 |
| 2002-07-01 | 94.5059056536 |
| 2002-08-01 | 93.9471254345 |
| 2002-09-01 | 94.7844763713 |
| 2002-10-01 | 95.0141774406 |
| 2002-11-01 | 95.5316993057 |
| 2002-12-01 | 95.4658348759 |
| 2003-01-01 | 94.8656816757 |
| 2003-02-01 | 95.0900280010 |
| 2003-03-01 | 94.9486172133 |
| 2003-04-01 | 94.3863827936 |
| 2003-05-01 | 93.8722698563 |
| 2003-06-01 | 94.5681674122 |
| 2003-07-01 | 95.0116631956 |
| 2003-08-01 | 95.2858211009 |
| 2003-09-01 | 94.3059691932 |
| 2003-10-01 | 95.2302168338 |
| 2003-11-01 | 95.3187609493 |
| 2003-12-01 | 95.6046967489 |
| 2004-01-01 | 93.7754852454 |
| 2004-02-01 | 95.2677113900 |
| 2004-03-01 | 95.7701956743 |
| 2004-04-01 | 94.9536629710 |
| 2004-05-01 | 94.8557565955 |
| 2004-06-01 | 94.9817391369 |
| 2004-07-01 | 94.9295233857 |
| 2004-08-01 | 95.9229529709 |
| 2004-09-01 | 96.7014875058 |
| 2004-10-01 | 96.6802842205 |
| 2004-11-01 | 96.6657025387 |
| 2004-12-01 | 96.8002049875 |
| 2005-01-01 | 97.2576473902 |
| 2005-02-01 | 97.2604460609 |
| 2005-03-01 | 96.9085306894 |
| 2005-04-01 | 97.5524941414 |
| 2005-05-01 | 97.7096590875 |
| 2005-06-01 | 98.7441521311 |
| 2005-07-01 | 96.7896760707 |
| 2005-08-01 | 97.8560206613 |
| 2005-09-01 | 98.4979160750 |
| 2005-10-01 | 97.4483726838 |
| 2005-11-01 | 97.4913184838 |
| 2005-12-01 | 97.5229760573 |
| 2006-01-01 | 97.8962967983 |
| 2006-02-01 | 97.6734834508 |
| 2006-03-01 | 97.6838923293 |
| 2006-04-01 | 98.8492367126 |
| 2006-05-01 | 99.5760150015 |
| 2006-06-01 | 100.4229849212 |
| 2006-07-01 | 99.5402388730 |
| 2006-08-01 | 100.2993287015 |
| 2006-09-01 | 100.2426917510 |
| 2006-10-01 | 100.4379994517 |
| 2006-11-01 | 100.5819072086 |
| 2006-12-01 | 100.9944691560 |
| 2007-01-01 | 101.8042287635 |
| 2007-02-01 | 102.1645426610 |
| 2007-03-01 | 102.1100764663 |
| 2007-04-01 | 102.9662897274 |
| 2007-05-01 | 102.8044479680 |
| 2007-06-01 | 101.7716204364 |
| 2007-07-01 | 102.9469666285 |
| 2007-08-01 | 102.6244333403 |
| 2007-09-01 | 103.6965821808 |
| 2007-10-01 | 104.0293618326 |
| 2007-11-01 | 104.5752488565 |
| 2007-12-01 | 104.5032476030 |
| 2008-01-01 | 104.4600809555 |
| 2008-02-01 | 104.5200071823 |
| 2008-03-01 | 104.6063588353 |
| 2008-04-01 | 104.3224603720 |
| 2008-05-01 | 104.1514235646 |
| 2008-06-01 | 104.5370894378 |
| 2008-07-01 | 105.2609420630 |
| 2008-08-01 | 105.5761723765 |
| 2008-09-01 | 105.4966585079 |
| 2008-10-01 | 106.2982957606 |
| 2008-11-01 | 106.4131377481 |
| 2008-12-01 | 107.2480142910 |
| 2009-01-01 | 107.6398718862 |
| 2009-02-01 | 107.8933636241 |
| 2009-03-01 | 108.7575801075 |
| 2009-04-01 | 108.6364802491 |
| 2009-05-01 | 109.2124413447 |
| 2009-06-01 | 108.9570540838 |
| 2009-07-01 | 111.8748070648 |
| 2009-08-01 | 111.3945434861 |
| 2009-09-01 | 112.3166383917 |
| 2009-10-01 | 111.2960393926 |
| 2009-11-01 | 111.0414178803 |
| 2009-12-01 | 112.6170950575 |
| 2010-01-01 | 109.7647769426 |
| 2010-02-01 | 108.1789089115 |
| 2010-03-01 | 110.2874862029 |
| 2010-04-01 | 113.1068117429 |
| 2010-05-01 | 111.7087155253 |
| 2010-06-01 | 111.5954520387 |
| 2010-07-01 | 108.7747071983 |
| 2010-08-01 | 110.6872207909 |
| 2010-09-01 | 111.3884235525 |
| 2010-10-01 | 112.2291351308 |
| 2010-11-01 | 112.9684023225 |
| 2010-12-01 | 113.2340055858 |
| 2011-01-01 | 114.8838920064 |
| 2011-02-01 | 115.4055482566 |
| 2011-03-01 | 115.9399576815 |
| 2011-04-01 | 113.5734398464 |
| 2011-05-01 | 112.8874745201 |
| 2011-06-01 | 112.9218384644 |
| 2011-07-01 | 111.6511399232 |
| 2011-08-01 | 112.5164026850 |
| 2011-09-01 | 112.7378665927 |
| 2011-10-01 | 113.6189409572 |
| 2011-11-01 | 114.4225706557 |
| 2011-12-01 | 114.5347640752 |
| 2012-01-01 | 112.8997656881 |
| 2012-02-01 | 112.5796415759 |
| 2012-03-01 | 113.4116984322 |
| 2012-04-01 | 113.7080522801 |
| 2012-05-01 | 114.1532727466 |
| 2012-06-01 | 114.6115045028 |
| 2012-07-01 | 114.3445473661 |
| 2012-08-01 | 116.2467256209 |
| 2012-09-01 | 113.5939769075 |
| 2012-10-01 | 113.7802174990 |
| 2012-11-01 | 113.4089353102 |
| 2012-12-01 | 113.9984918270 |
| 2013-01-01 | 115.0518556440 |
| 2013-02-01 | 115.2800553860 |
| 2013-03-01 | 115.3742808776 |
| 2013-04-01 | 119.3275992566 |
| 2013-05-01 | 117.6010416233 |
| 2013-06-01 | 117.6549075867 |
| 2013-07-01 | 118.7793639681 |
| 2013-08-01 | 119.2922227480 |
| 2013-09-01 | 118.3733562839 |
| 2013-10-01 | 117.3924486191 |
| 2013-11-01 | 117.1120950386 |
| 2013-12-01 | 117.2330210892 |
| 2014-01-01 | 117.9457178929 |
| 2014-02-01 | 118.2355515081 |
| 2014-03-01 | 118.3101583156 |
| 2014-04-01 | 117.9716155188 |
| 2014-05-01 | 118.0183503297 |
| 2014-06-01 | 117.0719776202 |
| 2014-07-01 | 116.3349014325 |
| 2014-08-01 | 120.2889479855 |
| 2014-09-01 | 119.5399310831 |
| 2014-10-01 | 120.1814437030 |
| 2014-11-01 | 119.7905319337 |
| 2014-12-01 | 119.3040875199 |
| 2015-01-01 | 117.9197385312 |
| 2015-02-01 | 118.9106323641 |
| 2015-03-01 | 118.5151475482 |
| 2015-04-01 | 119.3036783871 |
| 2015-05-01 | 119.2786879432 |
| 2015-06-01 | 117.6177123117 |
| 2015-07-01 | 119.1609724320 |
| 2015-08-01 | 120.1302098930 |
| 2015-09-01 | 120.4976934986 |
| 2015-10-01 | 120.3340566036 |
| 2015-11-01 | 121.4583768393 |
| 2015-12-01 | 121.9628372175 |
| 2016-01-01 | 122.4180237546 |
| 2016-02-01 | 122.2042916539 |
| 2016-03-01 | 122.7639803829 |
| 2016-04-01 | 121.0801958744 |
| 2016-05-01 | 121.5255189793 |
| 2016-06-01 | 123.1785110948 |
| 2016-07-01 | 122.5223906727 |
| 2016-08-01 | 121.5390549784 |
| 2016-09-01 | 120.7726548828 |
| 2016-10-01 | 121.4806315492 |
| 2016-11-01 | 121.9554458037 |
| 2016-12-01 | 121.9392956336 |
| 2017-01-01 | 122.5607677647 |
| 2017-02-01 | 122.4642364388 |
| 2017-03-01 | 123.0723951435 |
| 2017-04-01 | 124.0386636073 |
| 2017-05-01 | 125.2000181857 |
| 2017-06-01 | 123.9054508745 |
| 2017-07-01 | 126.1351746707 |
| 2017-08-01 | 126.0835970284 |
| 2017-09-01 | 128.0484929303 |
| 2017-10-01 | 129.5897012837 |
| 2017-11-01 | 129.7995425069 |
| 2017-12-01 | 127.5956409009 |
| 2018-01-01 | 132.3628479848 |
| 2018-02-01 | 130.9663020893 |
| 2018-03-01 | 130.9658285997 |
| 2018-04-01 | 131.0058799729 |
| 2018-05-01 | 130.5986087997 |
| 2018-06-01 | 132.0049583014 |
| 2018-07-01 | 130.7157266791 |
| 2018-08-01 | 131.9017511297 |
| 2018-09-01 | 131.2637031101 |
| 2018-10-01 | 131.0976556284 |
| 2018-11-01 | 131.1746123170 |
| 2018-12-01 | 132.2343901728 |
| 2019-01-01 | 129.8672292883 |
| 2019-02-01 | 133.0611598838 |
| 2019-03-01 | 133.5058348322 |
| 2019-04-01 | 133.0879149531 |
| 2019-05-01 | 132.3400416561 |
| 2019-06-01 | 132.8237465622 |
| 2019-07-01 | 132.5153138895 |
| 2019-08-01 | 130.8833929929 |
| 2019-09-01 | 134.9639836626 |
| 2019-10-01 | 134.8200671748 |
| 2019-11-01 | 135.1742449213 |
| 2019-12-01 | 135.8245087335 |
| 2020-01-01 | 132.8109278895 |
| 2020-02-01 | 136.2738054510 |
| 2020-03-01 | 135.2150404419 |
| 2020-04-01 | 119.6912754679 |
| 2020-05-01 | 120.5887422480 |
| 2020-06-01 | 124.2150100138 |
| 2020-07-01 | 119.8425305724 |
| 2020-08-01 | 119.4608243933 |
| 2020-09-01 | 117.8170169747 |
| 2020-10-01 | 116.5461172082 |
| 2020-11-01 | 116.9470554299 |
| 2020-12-01 | 116.9391148898 |
| 2021-01-01 | 118.0179586455 |
| 2021-02-01 | 118.4673800605 |
| 2021-03-01 | 120.3828741662 |
| 2021-04-01 | 122.6592380311 |
| 2021-05-01 | 127.1897669940 |
| 2021-06-01 | 126.6488491044 |
| 2021-07-01 | 128.1198175246 |
| 2021-08-01 | 129.9455108682 |
| 2021-09-01 | 127.6854514194 |
| 2021-10-01 | 128.4217771325 |
| 2021-11-01 | 128.4847084268 |
| 2021-12-01 | 128.2804811940 |
| 2022-01-01 | 129.0168652612 |
| 2022-02-01 | 128.7279930842 |
| 2022-03-01 | 129.5923455552 |
| 2022-04-01 | 128.9318872951 |
| 2022-05-01 | 128.0143383765 |
| 2022-06-01 | 128.7445479372 |
| 2022-07-01 | 130.2620446840 |
| 2022-08-01 | 132.1437725876 |
| 2022-09-01 | 132.7680226405 |
| 2022-10-01 | 134.0447925284 |
| 2022-11-01 | 134.7430738536 |
| 2022-12-01 | 136.0053997890 |
| 2023-01-01 | 134.9985076488 |
| 2023-02-01 | 136.2911813817 |
| 2023-03-01 | 136.3979027005 |
| 2023-04-01 | 136.6385938779 |
| 2023-05-01 | 138.2140520441 |
| 2023-06-01 | 138.0205727872 |
| 2023-07-01 | 138.6176635833 |
| 2023-08-01 | 139.5845798440 |
| 2023-09-01 | 141.3878915424 |
| 2023-10-01 | 141.8659534734 |
| 2023-11-01 | 142.8909842446 |
| 2023-12-01 | 144.1340441888 |
| 2024-01-01 | 145.8330508369 |
| 2024-02-01 | 145.8246045986 |
| 2024-03-01 | 146.4817223776 |
| 2024-04-01 | 148.7098776765 |
| 2024-05-01 | 147.4153419737 |
| 2024-06-01 | 145.5043703853 |
| 2024-07-01 | 147.1264754162 |
| 2024-08-01 | 147.1575851700 |
| 2024-09-01 | 147.4722829986 |
| 2024-10-01 | 147.3558341924 |
| 2024-11-01 | 147.7243684239 |
| 2024-12-01 | 147.4955551953 |
| 2025-01-01 | 147.5840611824 |
| 2025-02-01 | 148.2846656098 |
| 2025-03-01 | 148.1874476103 |
| 2025-04-01 | 149.3417531943 |
| 2025-05-01 | 149.0698986197 |
| 2025-06-01 | 148.7215765078 |
| 2025-07-01 | 147.1695617430 |
| 2025-08-01 | 148.8717487918 |
| 2025-09-01 | 147.9209789357 |
| 2025-10-01 | 149.6138357154 |
| 2025-11-01 | 149.7090369688 |
| 2025-12-01 | 149.4767929193 |
| 2026-01-01 | 152.2286713189 |
| 2026-02-01 | 149.8290634678 |
| 2026-03-01 | 150.1413712010 |
| 2026-04-01 | 149.9774874135 |
| 2026-05-01 | 148.6871846083 |
| 2026-06-01 | 154.4839637226 |
| 2026-07-01 | 152.5259517788 |
| 2026-08-01 | 152.7646776289 |
| 2026-09-01 | 154.1815079192 |