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 2024-11-01 |
| Last Updated | 2024-12-21 7:09 AM CST |
| 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 | 95.71018536560041 |
| 1990-02-01 | 96.09445034294359 |
| 1990-03-01 | 95.36343465193930 |
| 1990-04-01 | 98.08733210788071 |
| 1990-05-01 | 98.59164307586460 |
| 1990-06-01 | 97.42274314605609 |
| 1990-07-01 | 91.25866577037560 |
| 1990-08-01 | 94.39445051702550 |
| 1990-09-01 | 94.04859829608971 |
| 1990-10-01 | 93.99033072189279 |
| 1990-11-01 | 93.16124382915960 |
| 1990-12-01 | 93.28377904145770 |
| 1991-01-01 | 88.90707052030109 |
| 1991-02-01 | 88.31290072997070 |
| 1991-03-01 | 87.20320239357450 |
| 1991-04-01 | 85.67817772461190 |
| 1991-05-01 | 84.49693476941250 |
| 1991-06-01 | 82.58435689450009 |
| 1991-07-01 | 84.68642933305610 |
| 1991-08-01 | 84.82065699810549 |
| 1991-09-01 | 83.39726151173559 |
| 1991-10-01 | 86.99828372080480 |
| 1991-11-01 | 83.89403026233080 |
| 1991-12-01 | 83.49331185629080 |
| 1992-01-01 | 78.69054937904700 |
| 1992-02-01 | 81.38765123929849 |
| 1992-03-01 | 80.75581594285609 |
| 1992-04-01 | 79.56539038049250 |
| 1992-05-01 | 78.19327920124860 |
| 1992-06-01 | 76.45273809056509 |
| 1992-07-01 | 74.68082736282090 |
| 1992-08-01 | 74.56461600533551 |
| 1992-09-01 | 79.86732125845820 |
| 1992-10-01 | 72.86363226663330 |
| 1992-11-01 | 72.60832867083491 |
| 1992-12-01 | 72.79683488836890 |
| 1993-01-01 | 73.37468164229209 |
| 1993-02-01 | 73.13092934993509 |
| 1993-03-01 | 73.11891528695230 |
| 1993-04-01 | 73.09645489903340 |
| 1993-05-01 | 73.12311981252740 |
| 1993-06-01 | 73.55866596109140 |
| 1993-07-01 | 74.28665547786650 |
| 1993-08-01 | 73.73665587212491 |
| 1993-09-01 | 74.75138866990560 |
| 1993-10-01 | 74.00625323068209 |
| 1993-11-01 | 73.93229309299309 |
| 1993-12-01 | 74.14190340215980 |
| 1994-01-01 | 74.41512196657330 |
| 1994-02-01 | 74.26031255201480 |
| 1994-03-01 | 74.87982084558242 |
| 1994-04-01 | 75.98042866583970 |
| 1994-05-01 | 76.29423566128870 |
| 1994-06-01 | 78.14025883415710 |
| 1994-07-01 | 76.86140330597240 |
| 1994-08-01 | 77.10167237588060 |
| 1994-09-01 | 77.07033577765199 |
| 1994-10-01 | 77.43909683663270 |
| 1994-11-01 | 78.02089019555530 |
| 1994-12-01 | 78.15059989956880 |
| 1995-01-01 | 79.89867332503430 |
| 1995-02-01 | 79.89551628337680 |
| 1995-03-01 | 79.55736474346150 |
| 1995-04-01 | 79.17509153842641 |
| 1995-05-01 | 80.01424759322890 |
| 1995-06-01 | 80.78707831929110 |
| 1995-07-01 | 81.30838182809710 |
| 1995-08-01 | 81.68802611490980 |
| 1995-09-01 | 82.67034207148470 |
| 1995-10-01 | 83.58447770333120 |
| 1995-11-01 | 84.76260419866440 |
| 1995-12-01 | 85.15951021523790 |
| 1996-01-01 | 80.61493215671221 |
| 1996-02-01 | 81.49078765312109 |
| 1996-03-01 | 81.59703929397040 |
| 1996-04-01 | 84.47837946894410 |
| 1996-05-01 | 85.96571169174040 |
| 1996-06-01 | 86.95824453186410 |
| 1996-07-01 | 91.14602303813179 |
| 1996-08-01 | 90.00128200853399 |
| 1996-09-01 | 89.42662115143470 |
| 1996-10-01 | 88.00667516329020 |
| 1996-11-01 | 88.56338254265431 |
| 1996-12-01 | 88.82488069793030 |
| 1997-01-01 | 89.69404072542990 |
| 1997-02-01 | 90.58520356752550 |
| 1997-03-01 | 91.09800749939210 |
| 1997-04-01 | 86.08038220413960 |
| 1997-05-01 | 86.15281767969620 |
| 1997-06-01 | 87.31900977808270 |
| 1997-07-01 | 86.79339097583290 |
| 1997-08-01 | 86.92673660508390 |
| 1997-09-01 | 85.99605045215740 |
| 1997-10-01 | 88.43629234639191 |
| 1997-11-01 | 89.02352107637320 |
| 1997-12-01 | 89.75814557892929 |
| 1998-01-01 | 90.08218643788021 |
| 1998-02-01 | 89.80105658546930 |
| 1998-03-01 | 89.15151478080749 |
| 1998-04-01 | 94.31785356893360 |
| 1998-05-01 | 94.84983387515810 |
| 1998-06-01 | 95.81052168144501 |
| 1998-07-01 | 94.52458340405480 |
| 1998-08-01 | 92.79678424232170 |
| 1998-09-01 | 95.43623543431102 |
| 1998-10-01 | 95.77509397282302 |
| 1998-11-01 | 96.29262539961670 |
| 1998-12-01 | 96.51626682336610 |
| 1999-01-01 | 95.76452542071860 |
| 1999-02-01 | 96.04135389572109 |
| 1999-03-01 | 97.15403258297760 |
| 1999-04-01 | 96.17029800415871 |
| 1999-05-01 | 95.86965574992020 |
| 1999-06-01 | 96.30591287770001 |
| 1999-07-01 | 97.61159073179000 |
| 1999-08-01 | 95.72247384635651 |
| 1999-09-01 | 99.27291663542990 |
| 1999-10-01 | 99.78895553423470 |
| 1999-11-01 | 100.54191181293699 |
| 1999-12-01 | 100.54855226542200 |
| 2000-01-01 | 102.77838890697500 |
| 2000-02-01 | 103.22880212285300 |
| 2000-03-01 | 103.87882536708300 |
| 2000-04-01 | 104.72280689114099 |
| 2000-05-01 | 104.95108210875601 |
| 2000-06-01 | 104.31691405279899 |
| 2000-07-01 | 104.33528532953400 |
| 2000-08-01 | 104.64648394055600 |
| 2000-09-01 | 104.40961613726401 |
| 2000-10-01 | 104.02221191935900 |
| 2000-11-01 | 104.15404031943301 |
| 2000-12-01 | 104.88477028074900 |
| 2001-01-01 | 103.61762306723101 |
| 2001-02-01 | 104.13367768832000 |
| 2001-03-01 | 104.82433662629900 |
| 2001-04-01 | 103.87244648111201 |
| 2001-05-01 | 104.50302065838699 |
| 2001-06-01 | 104.46291091342900 |
| 2001-07-01 | 103.99300318990700 |
| 2001-08-01 | 104.29005483507600 |
| 2001-09-01 | 104.72783465347400 |
| 2001-10-01 | 106.24025459785801 |
| 2001-11-01 | 106.39712220253000 |
| 2001-12-01 | 106.52149070834601 |
| 2002-01-01 | 105.30700404274700 |
| 2002-02-01 | 105.90658246546400 |
| 2002-03-01 | 105.91575164231500 |
| 2002-04-01 | 108.07470818460699 |
| 2002-05-01 | 108.91320827649200 |
| 2002-06-01 | 109.63283014920201 |
| 2002-07-01 | 110.58602794677500 |
| 2002-08-01 | 109.94503763629900 |
| 2002-09-01 | 110.88425848267099 |
| 2002-10-01 | 111.38693818063999 |
| 2002-11-01 | 111.90271819690500 |
| 2002-12-01 | 111.96575174636000 |
| 2003-01-01 | 112.91633036525700 |
| 2003-02-01 | 113.18946098025200 |
| 2003-03-01 | 113.48754865434900 |
| 2003-04-01 | 113.15523636947000 |
| 2003-05-01 | 112.73470332265800 |
| 2003-06-01 | 113.61353975258100 |
| 2003-07-01 | 114.43550970798500 |
| 2003-08-01 | 114.66315005004499 |
| 2003-09-01 | 114.00447828860600 |
| 2003-10-01 | 114.51315594938400 |
| 2003-11-01 | 114.67946460570600 |
| 2003-12-01 | 114.77678415954800 |
| 2004-01-01 | 112.48824721458200 |
| 2004-02-01 | 114.02361345644700 |
| 2004-03-01 | 114.53035439002800 |
| 2004-04-01 | 114.00033136033400 |
| 2004-05-01 | 113.92300858236800 |
| 2004-06-01 | 114.39978352876498 |
| 2004-07-01 | 114.46255378950200 |
| 2004-08-01 | 115.53213600836600 |
| 2004-09-01 | 116.55645144566799 |
| 2004-10-01 | 116.01001861566100 |
| 2004-11-01 | 116.14899277014300 |
| 2004-12-01 | 116.08162744459200 |
| 2005-01-01 | 116.65749637004500 |
| 2005-02-01 | 116.59630317023199 |
| 2005-03-01 | 116.26604987611000 |
| 2005-04-01 | 117.03093131612499 |
| 2005-05-01 | 117.17674259881900 |
| 2005-06-01 | 119.29083024707701 |
| 2005-07-01 | 117.14302688291500 |
| 2005-08-01 | 117.90202440153601 |
| 2005-09-01 | 119.36335456987601 |
| 2005-10-01 | 117.44158578869900 |
| 2005-11-01 | 117.47560148814101 |
| 2005-12-01 | 117.74077893765800 |
| 2006-01-01 | 117.82885619260999 |
| 2006-02-01 | 118.16320196488100 |
| 2006-03-01 | 118.50176909573200 |
| 2006-04-01 | 119.32570499169701 |
| 2006-05-01 | 120.20614459028700 |
| 2006-06-01 | 121.64226433256201 |
| 2006-07-01 | 120.27498635116000 |
| 2006-08-01 | 120.95020563032200 |
| 2006-09-01 | 121.31971776232900 |
| 2006-10-01 | 122.06605834395799 |
| 2006-11-01 | 121.93637060488700 |
| 2006-12-01 | 122.44880793473000 |
| 2007-01-01 | 122.79812744944300 |
| 2007-02-01 | 123.18806103393801 |
| 2007-03-01 | 123.44022802034200 |
| 2007-04-01 | 124.19526424793800 |
| 2007-05-01 | 124.25555736510401 |
| 2007-06-01 | 123.60357173842400 |
| 2007-07-01 | 124.39334458883400 |
| 2007-08-01 | 123.58880387008499 |
| 2007-09-01 | 125.40804671657000 |
| 2007-10-01 | 126.30321665283701 |
| 2007-11-01 | 127.05520128999201 |
| 2007-12-01 | 127.27614965261600 |
| 2008-01-01 | 127.97919616907700 |
| 2008-02-01 | 127.88746304354700 |
| 2008-03-01 | 127.88222933980200 |
| 2008-04-01 | 127.98830352210301 |
| 2008-05-01 | 127.60853983652001 |
| 2008-06-01 | 128.74437034775298 |
| 2008-07-01 | 129.07607198149000 |
| 2008-08-01 | 128.99755646658600 |
| 2008-09-01 | 129.77634898745399 |
| 2008-10-01 | 129.77279046837901 |
| 2008-11-01 | 130.19084087713500 |
| 2008-12-01 | 130.99417022272700 |
| 2009-01-01 | 131.21468216458300 |
| 2009-02-01 | 131.94953516411502 |
| 2009-03-01 | 132.51285760920100 |
| 2009-04-01 | 131.99517142766900 |
| 2009-05-01 | 132.44009490751400 |
| 2009-06-01 | 132.24127717217502 |
| 2009-07-01 | 135.67915179128600 |
| 2009-08-01 | 134.19454166243298 |
| 2009-09-01 | 135.64274610654698 |
| 2009-10-01 | 134.46402365590800 |
| 2009-11-01 | 134.36745614793100 |
| 2009-12-01 | 136.03952663842700 |
| 2010-01-01 | 132.93026864256800 |
| 2010-02-01 | 131.66861938232400 |
| 2010-03-01 | 133.50750879812800 |
| 2010-04-01 | 136.87644674189000 |
| 2010-05-01 | 135.88643614427300 |
| 2010-06-01 | 135.20055067539800 |
| 2010-07-01 | 132.04801590777700 |
| 2010-08-01 | 133.61098510846000 |
| 2010-09-01 | 134.75026153813602 |
| 2010-10-01 | 136.02720779151000 |
| 2010-11-01 | 136.78629123801701 |
| 2010-12-01 | 137.32565384099502 |
| 2011-01-01 | 138.97579997435600 |
| 2011-02-01 | 139.36921261155800 |
| 2011-03-01 | 139.89829600856500 |
| 2011-04-01 | 137.79680426161102 |
| 2011-05-01 | 136.74682896370700 |
| 2011-06-01 | 137.24273655197000 |
| 2011-07-01 | 136.71276167475300 |
| 2011-08-01 | 137.25944345958200 |
| 2011-09-01 | 137.32002260748600 |
| 2011-10-01 | 137.97062507006500 |
| 2011-11-01 | 138.86274338355400 |
| 2011-12-01 | 139.22776737239400 |
| 2012-01-01 | 137.85808286635800 |
| 2012-02-01 | 137.41684879045200 |
| 2012-03-01 | 138.16608758946200 |
| 2012-04-01 | 138.22822433877600 |
| 2012-05-01 | 138.97922630864000 |
| 2012-06-01 | 139.51889766629600 |
| 2012-07-01 | 138.47647490856100 |
| 2012-08-01 | 141.55524877538602 |
| 2012-09-01 | 138.13369435371800 |
| 2012-10-01 | 138.44786505714399 |
| 2012-11-01 | 138.09959726466698 |
| 2012-12-01 | 138.54161084642200 |
| 2013-01-01 | 139.61885477249902 |
| 2013-02-01 | 140.13178956602000 |
| 2013-03-01 | 140.32467239264298 |
| 2013-04-01 | 144.78305728193200 |
| 2013-05-01 | 142.81024917983700 |
| 2013-06-01 | 142.83180216215100 |
| 2013-07-01 | 144.49970015823600 |
| 2013-08-01 | 145.74264907897400 |
| 2013-09-01 | 143.72878523954500 |
| 2013-10-01 | 142.56919930194700 |
| 2013-11-01 | 142.16498199127800 |
| 2013-12-01 | 142.32220920150300 |
| 2014-01-01 | 143.13808469098498 |
| 2014-02-01 | 143.79721046258200 |
| 2014-03-01 | 143.76264841247700 |
| 2014-04-01 | 143.50743211052800 |
| 2014-05-01 | 143.19103719690500 |
| 2014-06-01 | 142.04069937239100 |
| 2014-07-01 | 140.92570786534800 |
| 2014-08-01 | 145.93910846057600 |
| 2014-09-01 | 144.82301266259600 |
| 2014-10-01 | 145.52876992960400 |
| 2014-11-01 | 145.10035619231200 |
| 2014-12-01 | 144.73483388361402 |
| 2015-01-01 | 142.92831957466200 |
| 2015-02-01 | 144.09148747084998 |
| 2015-03-01 | 143.92345358045400 |
| 2015-04-01 | 144.96433424400600 |
| 2015-05-01 | 144.75592368043300 |
| 2015-06-01 | 143.08288655448900 |
| 2015-07-01 | 144.67040268540800 |
| 2015-08-01 | 145.94455288465798 |
| 2015-09-01 | 145.96136936695400 |
| 2015-10-01 | 146.03958837820500 |
| 2015-11-01 | 147.20921616378300 |
| 2015-12-01 | 147.65679778948600 |
| 2016-01-01 | 148.22769297097000 |
| 2016-02-01 | 147.97896583119302 |
| 2016-03-01 | 148.55202903004300 |
| 2016-04-01 | 147.64372289918398 |
| 2016-05-01 | 147.92744978147300 |
| 2016-06-01 | 149.42864060296000 |
| 2016-07-01 | 149.27963829324200 |
| 2016-08-01 | 148.03444762916598 |
| 2016-09-01 | 147.74074532999500 |
| 2016-10-01 | 148.64190794874600 |
| 2016-11-01 | 149.25184670755300 |
| 2016-12-01 | 149.31070590837300 |
| 2017-01-01 | 150.34061651575598 |
| 2017-02-01 | 150.22462414607600 |
| 2017-03-01 | 151.13275185877600 |
| 2017-04-01 | 151.86147936851802 |
| 2017-05-01 | 153.13252033886602 |
| 2017-06-01 | 151.47681947634100 |
| 2017-07-01 | 153.94202909255700 |
| 2017-08-01 | 154.22843140526400 |
| 2017-09-01 | 156.49594341445300 |
| 2017-10-01 | 157.39155443814000 |
| 2017-11-01 | 157.78520666327100 |
| 2017-12-01 | 155.98499620210200 |
| 2018-01-01 | 162.25884373257500 |
| 2018-02-01 | 159.47445659794600 |
| 2018-03-01 | 159.64436663916500 |
| 2018-04-01 | 160.04701449082500 |
| 2018-05-01 | 159.65323483895900 |
| 2018-06-01 | 161.10235958550200 |
| 2018-07-01 | 159.93080481427300 |
| 2018-08-01 | 161.33937995012698 |
| 2018-09-01 | 160.94667670007500 |
| 2018-10-01 | 160.79780292874300 |
| 2018-11-01 | 160.72587682714600 |
| 2018-12-01 | 161.99716396975200 |
| 2019-01-01 | 161.65369262155300 |
| 2019-02-01 | 163.76567333582898 |
| 2019-03-01 | 164.71410798916300 |
| 2019-04-01 | 164.43844796684900 |
| 2019-05-01 | 163.88014220161800 |
| 2019-06-01 | 164.23715939733900 |
| 2019-07-01 | 164.18283832094200 |
| 2019-08-01 | 162.11082469574800 |
| 2019-09-01 | 167.31530895616300 |
| 2019-10-01 | 166.00626356118100 |
| 2019-11-01 | 166.66212664402300 |
| 2019-12-01 | 167.58973315441100 |
| 2020-01-01 | 165.46491337136700 |
| 2020-02-01 | 167.91133983569900 |
| 2020-03-01 | 166.42749088573600 |
| 2020-04-01 | 145.13331383069098 |
| 2020-05-01 | 146.10691788774798 |
| 2020-06-01 | 150.49420696087200 |
| 2020-07-01 | 146.29371167908900 |
| 2020-08-01 | 146.24544199517200 |
| 2020-09-01 | 145.78419232521298 |
| 2020-10-01 | 145.23029298104100 |
| 2020-11-01 | 145.89088694444200 |
| 2020-12-01 | 145.88091905275100 |
| 2021-01-01 | 147.12822993225800 |
| 2021-02-01 | 147.26772481884000 |
| 2021-03-01 | 150.25614100805100 |
| 2021-04-01 | 152.91031768080800 |
| 2021-05-01 | 158.37088269441900 |
| 2021-06-01 | 158.05269443786600 |
| 2021-07-01 | 160.44262637400300 |
| 2021-08-01 | 161.34156414800200 |
| 2021-09-01 | 160.18949531974300 |
| 2021-10-01 | 161.13558835200200 |
| 2021-11-01 | 161.52110377979200 |
| 2021-12-01 | 161.57649994576700 |
| 2022-01-01 | 163.18698540137800 |
| 2022-02-01 | 162.74447798302500 |
| 2022-03-01 | 163.89500601791400 |
| 2022-04-01 | 163.83822266039500 |
| 2022-05-01 | 163.92195836457302 |
| 2022-06-01 | 164.22020121188700 |
| 2022-07-01 | 165.25006699046200 |
| 2022-08-01 | 166.99431720018802 |
| 2022-09-01 | 168.96131485133100 |
| 2022-10-01 | 170.46478271373900 |
| 2022-11-01 | 171.82493909972698 |
| 2022-12-01 | 173.10874361788500 |
| 2023-01-01 | 172.72411854558400 |
| 2023-02-01 | 173.86828388787700 |
| 2023-03-01 | 174.48246272274602 |
| 2023-04-01 | 175.21707383862900 |
| 2023-05-01 | 178.82024374167300 |
| 2023-06-01 | 177.07294059535198 |
| 2023-07-01 | 178.30982300956800 |
| 2023-08-01 | 179.51864682164700 |
| 2023-09-01 | 181.68075956960700 |
| 2023-10-01 | 181.75856759129400 |
| 2023-11-01 | 182.38991996737200 |
| 2023-12-01 | 183.50451164004298 |
| 2024-01-01 | 186.58571106326800 |
| 2024-02-01 | 185.42436932543700 |
| 2024-03-01 | 186.33668161411097 |
| 2024-04-01 | 186.99287252552398 |
| 2024-05-01 | 186.40759451477600 |
| 2024-06-01 | 187.66130002668598 |
| 2024-07-01 | 200.43885354238301 |
| 2024-08-01 | 187.93236093943200 |
| 2024-09-01 | 187.51258510278302 |
| 2024-10-01 | 189.16619283912000 |
| 2024-11-01 | 190.12844702955897 |
