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 2024-09-01 |
| Last Updated | 2024-10-23 6:36 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 | 95.71020564927750 |
| 1990-02-01 | 96.09442221220041 |
| 1990-03-01 | 95.36342202201371 |
| 1990-04-01 | 98.08731542610599 |
| 1990-05-01 | 98.59167794454560 |
| 1990-06-01 | 97.42276571535120 |
| 1990-07-01 | 91.25844699596941 |
| 1990-08-01 | 94.39463073341450 |
| 1990-09-01 | 94.04845722127659 |
| 1990-10-01 | 93.99062821488100 |
| 1990-11-01 | 93.16100002180750 |
| 1990-12-01 | 93.28389676336090 |
| 1991-01-01 | 88.90707666634769 |
| 1991-02-01 | 88.31287695922830 |
| 1991-03-01 | 87.20319207936008 |
| 1991-04-01 | 85.67817179476509 |
| 1991-05-01 | 84.49696343387890 |
| 1991-06-01 | 82.58437347310400 |
| 1991-07-01 | 84.68625918716310 |
| 1991-08-01 | 84.82082029324350 |
| 1991-09-01 | 83.39706615086929 |
| 1991-10-01 | 86.99853890024700 |
| 1991-11-01 | 83.89388590557960 |
| 1991-12-01 | 83.49340939165879 |
| 1992-01-01 | 78.69053755380490 |
| 1992-02-01 | 81.38763207367320 |
| 1992-03-01 | 80.75580681089730 |
| 1992-04-01 | 79.56538936929310 |
| 1992-05-01 | 78.19329853259579 |
| 1992-06-01 | 76.45275764286090 |
| 1992-07-01 | 74.68072213697579 |
| 1992-08-01 | 74.56473404239792 |
| 1992-09-01 | 79.86709757894221 |
| 1992-10-01 | 72.86379326338160 |
| 1992-11-01 | 72.60829738040030 |
| 1992-12-01 | 72.79691354319701 |
| 1993-01-01 | 73.37465117373270 |
| 1993-02-01 | 73.13091675640690 |
| 1993-03-01 | 73.11890298243190 |
| 1993-04-01 | 73.09644817330590 |
| 1993-05-01 | 73.12312452971000 |
| 1993-06-01 | 73.55867861884310 |
| 1993-07-01 | 74.28661041007390 |
| 1993-08-01 | 73.73673503673791 |
| 1993-09-01 | 74.75119106412991 |
| 1993-10-01 | 74.00636975400829 |
| 1993-11-01 | 73.93233770945321 |
| 1993-12-01 | 74.14200001162820 |
| 1994-01-01 | 74.41505945317680 |
| 1994-02-01 | 74.26028056305809 |
| 1994-03-01 | 74.87977641001350 |
| 1994-04-01 | 75.98041580575979 |
| 1994-05-01 | 76.29423762265341 |
| 1994-06-01 | 78.14028195304720 |
| 1994-07-01 | 76.86139631032840 |
| 1994-08-01 | 77.10170953254679 |
| 1994-09-01 | 77.07025199895659 |
| 1994-10-01 | 77.43914906921930 |
| 1994-11-01 | 78.02097179621850 |
| 1994-12-01 | 78.15071896260241 |
| 1995-01-01 | 79.89856555222430 |
| 1995-02-01 | 79.89543787817630 |
| 1995-03-01 | 79.55725825956450 |
| 1995-04-01 | 79.17509502134149 |
| 1995-05-01 | 80.01427032118930 |
| 1995-06-01 | 80.78710745890980 |
| 1995-07-01 | 81.30841599000000 |
| 1995-08-01 | 81.68805908505930 |
| 1995-09-01 | 82.67035603536321 |
| 1995-10-01 | 83.58450180648900 |
| 1995-11-01 | 84.76269256654230 |
| 1995-12-01 | 85.15963914789309 |
| 1996-01-01 | 80.61477847513150 |
| 1996-02-01 | 81.49064092478430 |
| 1996-03-01 | 81.59682445111320 |
| 1996-04-01 | 84.47846400893870 |
| 1996-05-01 | 85.96579792995800 |
| 1996-06-01 | 86.95828622131741 |
| 1996-07-01 | 91.14610325521410 |
| 1996-08-01 | 90.00133065082541 |
| 1996-09-01 | 89.42670852006029 |
| 1996-10-01 | 88.00666635226959 |
| 1996-11-01 | 88.56344899238060 |
| 1996-12-01 | 88.82494905684200 |
| 1997-01-01 | 89.69388445717230 |
| 1997-02-01 | 90.58501797744350 |
| 1997-03-01 | 91.09762883015890 |
| 1997-04-01 | 86.08056809558170 |
| 1997-05-01 | 86.15297043241190 |
| 1997-06-01 | 87.31905221481810 |
| 1997-07-01 | 86.79349952205620 |
| 1997-08-01 | 86.92680452312450 |
| 1997-09-01 | 85.99612141608630 |
| 1997-10-01 | 88.43628758809429 |
| 1997-11-01 | 89.02354954903099 |
| 1997-12-01 | 89.75815029950199 |
| 1998-01-01 | 90.08207095964870 |
| 1998-02-01 | 89.80089341270730 |
| 1998-03-01 | 89.15106375873209 |
| 1998-04-01 | 94.31812006354400 |
| 1998-05-01 | 94.85003865717400 |
| 1998-06-01 | 95.81056993373640 |
| 1998-07-01 | 94.52470714262020 |
| 1998-08-01 | 92.79685580823410 |
| 1998-09-01 | 95.43628472408020 |
| 1998-10-01 | 95.77508501669321 |
| 1998-11-01 | 96.29262028828210 |
| 1998-12-01 | 96.51623221020490 |
| 1999-01-01 | 95.76446344267670 |
| 1999-02-01 | 96.04126625400690 |
| 1999-03-01 | 97.15357153098171 |
| 1999-04-01 | 96.17051449898120 |
| 1999-05-01 | 95.86982858546730 |
| 1999-06-01 | 96.30597295887692 |
| 1999-07-01 | 97.61168908248659 |
| 1999-08-01 | 95.72253672544330 |
| 1999-09-01 | 99.27293893534420 |
| 1999-10-01 | 99.78895225757430 |
| 1999-11-01 | 100.54189733300300 |
| 1999-12-01 | 100.54852854958100 |
| 2000-01-01 | 102.77834006375900 |
| 2000-02-01 | 103.22875804819300 |
| 2000-03-01 | 103.87850668999100 |
| 2000-04-01 | 104.72292837300800 |
| 2000-05-01 | 104.95119353787099 |
| 2000-06-01 | 104.31697520036100 |
| 2000-07-01 | 104.33535373233299 |
| 2000-08-01 | 104.64652771349500 |
| 2000-09-01 | 104.40962958873199 |
| 2000-10-01 | 104.02220694048900 |
| 2000-11-01 | 104.15403350873301 |
| 2000-12-01 | 104.88476644366101 |
| 2001-01-01 | 103.61758207305901 |
| 2001-02-01 | 104.13367486281900 |
| 2001-03-01 | 104.82416832384900 |
| 2001-04-01 | 103.87247835432699 |
| 2001-05-01 | 104.50306780031900 |
| 2001-06-01 | 104.46295613990401 |
| 2001-07-01 | 103.99303862333500 |
| 2001-08-01 | 104.29008029409100 |
| 2001-09-01 | 104.72784487602301 |
| 2001-10-01 | 106.24025434866700 |
| 2001-11-01 | 106.39712254284900 |
| 2001-12-01 | 106.52149590016300 |
| 2002-01-01 | 105.30696986841998 |
| 2002-02-01 | 105.90657847211300 |
| 2002-03-01 | 105.91568595071800 |
| 2002-04-01 | 108.07471267905301 |
| 2002-05-01 | 108.91322837329600 |
| 2002-06-01 | 109.63285060168800 |
| 2002-07-01 | 110.58604693377400 |
| 2002-08-01 | 109.94504996683800 |
| 2002-09-01 | 110.88426332858800 |
| 2002-10-01 | 111.38694036529300 |
| 2002-11-01 | 111.90271986905000 |
| 2002-12-01 | 111.96575653820400 |
| 2003-01-01 | 112.91630940167800 |
| 2003-02-01 | 113.18946371895500 |
| 2003-03-01 | 113.48751009511000 |
| 2003-04-01 | 113.15523935217100 |
| 2003-05-01 | 112.73471806578300 |
| 2003-06-01 | 113.61354751093100 |
| 2003-07-01 | 114.43551736556200 |
| 2003-08-01 | 114.66315639322201 |
| 2003-09-01 | 114.00447825578300 |
| 2003-10-01 | 114.51315726088200 |
| 2003-11-01 | 114.67946529563700 |
| 2003-12-01 | 114.77678438413099 |
| 2004-01-01 | 112.48823913617301 |
| 2004-02-01 | 114.02361279176800 |
| 2004-03-01 | 114.53034057733900 |
| 2004-04-01 | 114.00033255316099 |
| 2004-05-01 | 113.92301765508300 |
| 2004-06-01 | 114.39978716325301 |
| 2004-07-01 | 114.46255667254299 |
| 2004-08-01 | 115.53213891282101 |
| 2004-09-01 | 116.55644720571500 |
| 2004-10-01 | 116.01001923687599 |
| 2004-11-01 | 116.14899302677901 |
| 2004-12-01 | 116.08162704728100 |
| 2005-01-01 | 116.65749423730499 |
| 2005-02-01 | 116.59630129089600 |
| 2005-03-01 | 116.26604820773599 |
| 2005-04-01 | 117.03093082943899 |
| 2005-05-01 | 117.17674685341300 |
| 2005-06-01 | 119.29083207011300 |
| 2005-07-01 | 117.14302740992001 |
| 2005-08-01 | 117.90202551772200 |
| 2005-09-01 | 119.36335070328600 |
| 2005-10-01 | 117.44158585393801 |
| 2005-11-01 | 117.47560150550200 |
| 2005-12-01 | 117.74077903431700 |
| 2006-01-01 | 117.82885576565201 |
| 2006-02-01 | 118.16320192901199 |
| 2006-03-01 | 118.50176921621599 |
| 2006-04-01 | 119.32570547409000 |
| 2006-05-01 | 120.20614541767300 |
| 2006-06-01 | 121.64226525699400 |
| 2006-07-01 | 120.27498595325599 |
| 2006-08-01 | 120.95020584207400 |
| 2006-09-01 | 121.31971538120101 |
| 2006-10-01 | 122.06605830795999 |
| 2006-11-01 | 121.93637067154900 |
| 2006-12-01 | 122.44880811821000 |
| 2007-01-01 | 122.79812771663500 |
| 2007-02-01 | 123.18806138573400 |
| 2007-03-01 | 123.44022837245200 |
| 2007-04-01 | 124.19526458839400 |
| 2007-05-01 | 124.25555768939600 |
| 2007-06-01 | 123.60357225608300 |
| 2007-07-01 | 124.39334340160700 |
| 2007-08-01 | 123.58880349099100 |
| 2007-09-01 | 125.40804612481600 |
| 2007-10-01 | 126.30321636947599 |
| 2007-11-01 | 127.05520124289400 |
| 2007-12-01 | 127.27614988674300 |
| 2008-01-01 | 127.97919632739100 |
| 2008-02-01 | 127.88746352496800 |
| 2008-03-01 | 127.88222966450600 |
| 2008-04-01 | 127.98830397082800 |
| 2008-05-01 | 127.60854015653500 |
| 2008-06-01 | 128.74437120870700 |
| 2008-07-01 | 129.07607060742200 |
| 2008-08-01 | 128.99755470174802 |
| 2008-09-01 | 129.77634886268200 |
| 2008-10-01 | 129.77279037364400 |
| 2008-11-01 | 130.19084081017400 |
| 2008-12-01 | 130.99417042496300 |
| 2009-01-01 | 131.21468216223800 |
| 2009-02-01 | 131.94953585569400 |
| 2009-03-01 | 132.51285828949000 |
| 2009-04-01 | 131.99517218059200 |
| 2009-05-01 | 132.44009553964800 |
| 2009-06-01 | 132.24127855774100 |
| 2009-07-01 | 135.67914966940300 |
| 2009-08-01 | 134.19453812992500 |
| 2009-09-01 | 135.64274602227000 |
| 2009-10-01 | 134.46402344574900 |
| 2009-11-01 | 134.36745581311400 |
| 2009-12-01 | 136.03952667946400 |
| 2010-01-01 | 132.93026847498200 |
| 2010-02-01 | 131.66862064764700 |
| 2010-03-01 | 133.50751104758800 |
| 2010-04-01 | 136.87644979996500 |
| 2010-05-01 | 135.88643896834600 |
| 2010-06-01 | 135.20055247623400 |
| 2010-07-01 | 132.04801276817300 |
| 2010-08-01 | 133.61097401914600 |
| 2010-09-01 | 134.75025589740298 |
| 2010-10-01 | 136.02720287603700 |
| 2010-11-01 | 136.78629085145900 |
| 2010-12-01 | 137.32565916277600 |
| 2011-01-01 | 138.97580820967800 |
| 2011-02-01 | 139.36922109926400 |
| 2011-03-01 | 139.89830271573098 |
| 2011-04-01 | 137.79681005640400 |
| 2011-05-01 | 136.74683063563700 |
| 2011-06-01 | 137.24273495701800 |
| 2011-07-01 | 136.71275195087400 |
| 2011-08-01 | 137.25941731879200 |
| 2011-09-01 | 137.32000104399700 |
| 2011-10-01 | 137.97060803004499 |
| 2011-11-01 | 138.86274472397199 |
| 2011-12-01 | 139.22778983260702 |
| 2012-01-01 | 137.85811553573800 |
| 2012-02-01 | 137.41687752715200 |
| 2012-03-01 | 138.16610173025900 |
| 2012-04-01 | 138.22822712683700 |
| 2012-05-01 | 138.97922001452199 |
| 2012-06-01 | 139.51889353529200 |
| 2012-07-01 | 138.47644787358900 |
| 2012-08-01 | 141.55518690943000 |
| 2012-09-01 | 138.13366163263902 |
| 2012-10-01 | 138.44783464550600 |
| 2012-11-01 | 138.09957235997000 |
| 2012-12-01 | 138.54159349878500 |
| 2013-01-01 | 139.61912506874202 |
| 2013-02-01 | 140.13177603887000 |
| 2013-03-01 | 140.32465920640500 |
| 2013-04-01 | 144.78305329232200 |
| 2013-05-01 | 142.81024452231898 |
| 2013-06-01 | 142.83176145931000 |
| 2013-07-01 | 144.49966225761500 |
| 2013-08-01 | 145.74256450765500 |
| 2013-09-01 | 143.72873973573800 |
| 2013-10-01 | 142.56915481702802 |
| 2013-11-01 | 142.16493536973000 |
| 2013-12-01 | 142.32215522377400 |
| 2014-01-01 | 143.13860384816400 |
| 2014-02-01 | 143.79714186754300 |
| 2014-03-01 | 143.76258906347000 |
| 2014-04-01 | 143.50740189619000 |
| 2014-05-01 | 143.19103079165100 |
| 2014-06-01 | 142.04063530364400 |
| 2014-07-01 | 140.92568720205500 |
| 2014-08-01 | 145.93903913669800 |
| 2014-09-01 | 144.82299836427800 |
| 2014-10-01 | 145.52874300645400 |
| 2014-11-01 | 145.10028110510902 |
| 2014-12-01 | 144.73468230582000 |
| 2015-01-01 | 142.92899626679198 |
| 2015-02-01 | 144.09131617225600 |
| 2015-03-01 | 143.92334184364200 |
| 2015-04-01 | 144.96429041765900 |
| 2015-05-01 | 144.75588773851700 |
| 2015-06-01 | 143.08303414555002 |
| 2015-07-01 | 144.67031049636100 |
| 2015-08-01 | 145.94447954249000 |
| 2015-09-01 | 145.96141097233500 |
| 2015-10-01 | 146.03964023737200 |
| 2015-11-01 | 147.20916608328100 |
| 2015-12-01 | 147.65669575017600 |
| 2016-01-01 | 148.22806800878800 |
| 2016-02-01 | 147.97867101069600 |
| 2016-03-01 | 148.55188039928498 |
| 2016-04-01 | 147.64375045710700 |
| 2016-05-01 | 147.92747306918199 |
| 2016-06-01 | 149.42911479237600 |
| 2016-07-01 | 149.27945249980800 |
| 2016-08-01 | 148.03432102154600 |
| 2016-09-01 | 147.74071368111700 |
| 2016-10-01 | 148.64192058875201 |
| 2016-11-01 | 149.25190516601300 |
| 2016-12-01 | 149.31102492366000 |
| 2017-01-01 | 150.33914894639400 |
| 2017-02-01 | 150.22496951191098 |
| 2017-03-01 | 151.13339055469000 |
| 2017-04-01 | 151.86220261454600 |
| 2017-05-01 | 153.13291736784800 |
| 2017-06-01 | 151.47760411299200 |
| 2017-07-01 | 153.94136334039500 |
| 2017-08-01 | 154.22508740818600 |
| 2017-09-01 | 156.49613118324900 |
| 2017-10-01 | 157.39159624776198 |
| 2017-11-01 | 157.78550472957198 |
| 2017-12-01 | 155.98616391487500 |
| 2018-01-01 | 162.25611056150400 |
| 2018-02-01 | 159.47687642031000 |
| 2018-03-01 | 159.64499481037902 |
| 2018-04-01 | 160.05048978709500 |
| 2018-05-01 | 159.65507364856600 |
| 2018-06-01 | 161.10152961352100 |
| 2018-07-01 | 159.92814043225400 |
| 2018-08-01 | 161.33072648621300 |
| 2018-09-01 | 160.94576361920100 |
| 2018-10-01 | 160.79781093236900 |
| 2018-11-01 | 160.72718834909000 |
| 2018-12-01 | 161.99917552193200 |
| 2019-01-01 | 161.64947987107300 |
| 2019-02-01 | 163.77458978336300 |
| 2019-03-01 | 164.71484379735800 |
| 2019-04-01 | 164.44466270408500 |
| 2019-05-01 | 163.88451471215700 |
| 2019-06-01 | 164.24058051261102 |
| 2019-07-01 | 164.16957111850200 |
| 2019-08-01 | 162.08392539884100 |
| 2019-09-01 | 167.32020253125900 |
| 2019-10-01 | 166.00939615476600 |
| 2019-11-01 | 166.66468455884400 |
| 2019-12-01 | 167.59246338889200 |
| 2020-01-01 | 165.46421253857300 |
| 2020-02-01 | 167.92736615353100 |
| 2020-03-01 | 166.42891326391500 |
| 2020-04-01 | 145.14184039681498 |
| 2020-05-01 | 146.11179677917400 |
| 2020-06-01 | 150.49656531606502 |
| 2020-07-01 | 146.26642283629000 |
| 2020-08-01 | 146.20505362113002 |
| 2020-09-01 | 145.79165705563298 |
| 2020-10-01 | 145.23881465278200 |
| 2020-11-01 | 145.89897960142702 |
| 2020-12-01 | 145.88729815487700 |
| 2021-01-01 | 147.13183661633300 |
| 2021-02-01 | 147.28758721437000 |
| 2021-03-01 | 150.26267240956700 |
| 2021-04-01 | 152.92089364880100 |
| 2021-05-01 | 158.37758787357800 |
| 2021-06-01 | 158.04705831611500 |
| 2021-07-01 | 160.38455502837000 |
| 2021-08-01 | 161.27130647767900 |
| 2021-09-01 | 160.19912730535500 |
| 2021-10-01 | 161.15717090431200 |
| 2021-11-01 | 161.54954012929400 |
| 2021-12-01 | 161.60522593289200 |
| 2022-01-01 | 163.17424798094999 |
| 2022-02-01 | 162.77683773968400 |
| 2022-03-01 | 163.91997475426800 |
| 2022-04-01 | 163.85881769572600 |
| 2022-05-01 | 163.92823567158100 |
| 2022-06-01 | 164.18774908184900 |
| 2022-07-01 | 165.16075178778500 |
| 2022-08-01 | 166.87236295158600 |
| 2022-09-01 | 168.93405878766800 |
| 2022-10-01 | 170.54186639433502 |
| 2022-11-01 | 171.89813489428397 |
| 2022-12-01 | 173.16342497154600 |
| 2023-01-01 | 172.68325185798300 |
| 2023-02-01 | 173.91029599235500 |
| 2023-03-01 | 174.53149802572000 |
| 2023-04-01 | 175.26002531554101 |
| 2023-05-01 | 178.83999297675800 |
| 2023-06-01 | 177.01545290960200 |
| 2023-07-01 | 178.17788252584302 |
| 2023-08-01 | 179.30662624947200 |
| 2023-09-01 | 181.57648938062698 |
| 2023-10-01 | 181.90699280655700 |
| 2023-11-01 | 182.53548877352200 |
| 2023-12-01 | 183.58955354632900 |
| 2024-01-01 | 186.50047247993598 |
| 2024-02-01 | 185.48039721173100 |
| 2024-03-01 | 186.41333620134702 |
| 2024-04-01 | 187.06585707606200 |
| 2024-05-01 | 186.44093454115800 |
| 2024-06-01 | 187.58928212855201 |
| 2024-07-01 | 200.26195412448200 |
| 2024-08-01 | 187.61236735125598 |
| 2024-09-01 | 186.70504750759200 |
