Table Data - All Employees: Education and Health Services: Private Education and Health Services in Los Angeles-Long Beach-Anaheim, CA (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Los Angeles-Long Beach-Anaheim, CA (MSA) |
|---|---|
| Series ID | SMU06310806500000001SA |
| 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 2026-04-01 |
| Last Updated | 2026-05-26 2:34 PM 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 | 484.681435711948 |
| 1990-02-01 | 485.725817363633 |
| 1990-03-01 | 486.995974425848 |
| 1990-04-01 | 490.034751415944 |
| 1990-05-01 | 490.369265167969 |
| 1990-06-01 | 492.309101580090 |
| 1990-07-01 | 485.507540984823 |
| 1990-08-01 | 488.369101797853 |
| 1990-09-01 | 485.560543185311 |
| 1990-10-01 | 491.617790356247 |
| 1990-11-01 | 492.921857778972 |
| 1990-12-01 | 493.725980681017 |
| 1991-01-01 | 480.558939576498 |
| 1991-02-01 | 480.853471136142 |
| 1991-03-01 | 480.239109311335 |
| 1991-04-01 | 483.207393025167 |
| 1991-05-01 | 483.386228921877 |
| 1991-06-01 | 483.815214079713 |
| 1991-07-01 | 483.988413326163 |
| 1991-08-01 | 484.085894062713 |
| 1991-09-01 | 478.861283984686 |
| 1991-10-01 | 493.121280162245 |
| 1991-11-01 | 492.789843786814 |
| 1991-12-01 | 492.460677389454 |
| 1992-01-01 | 477.532172038266 |
| 1992-02-01 | 480.733304742393 |
| 1992-03-01 | 482.316318753935 |
| 1992-04-01 | 481.365485459833 |
| 1992-05-01 | 480.865986749830 |
| 1992-06-01 | 480.925013612701 |
| 1992-07-01 | 482.531391531958 |
| 1992-08-01 | 482.807522753028 |
| 1992-09-01 | 484.444170679673 |
| 1992-10-01 | 477.961477770861 |
| 1992-11-01 | 476.930396783229 |
| 1992-12-01 | 477.862907903906 |
| 1993-01-01 | 480.024539737170 |
| 1993-02-01 | 477.339425965647 |
| 1993-03-01 | 476.400190086142 |
| 1993-04-01 | 472.932318050367 |
| 1993-05-01 | 472.323443504754 |
| 1993-06-01 | 475.230569077391 |
| 1993-07-01 | 479.798586547166 |
| 1993-08-01 | 479.274130031078 |
| 1993-09-01 | 479.734864723413 |
| 1993-10-01 | 479.273074748082 |
| 1993-11-01 | 480.522089463865 |
| 1993-12-01 | 482.924264178662 |
| 1994-01-01 | 482.425054167437 |
| 1994-02-01 | 481.862690057009 |
| 1994-03-01 | 483.865779783275 |
| 1994-04-01 | 483.276554186189 |
| 1994-05-01 | 484.299657982007 |
| 1994-06-01 | 487.199380769584 |
| 1994-07-01 | 486.808841193763 |
| 1994-08-01 | 488.009268307461 |
| 1994-09-01 | 488.934861061965 |
| 1994-10-01 | 488.839509488522 |
| 1994-11-01 | 490.996998812753 |
| 1994-12-01 | 491.073187500808 |
| 1995-01-01 | 490.551219385656 |
| 1995-02-01 | 489.250997492454 |
| 1995-03-01 | 488.556245436910 |
| 1995-04-01 | 492.236395299221 |
| 1995-05-01 | 494.190600225004 |
| 1995-06-01 | 494.826779557735 |
| 1995-07-01 | 494.782913394006 |
| 1995-08-01 | 494.846844706951 |
| 1995-09-01 | 497.179253927020 |
| 1995-10-01 | 499.979532002277 |
| 1995-11-01 | 502.533182081829 |
| 1995-12-01 | 504.425320134364 |
| 1996-01-01 | 504.788687433034 |
| 1996-02-01 | 507.549333558656 |
| 1996-03-01 | 509.599218037086 |
| 1996-04-01 | 516.427730920369 |
| 1996-05-01 | 516.981348459007 |
| 1996-06-01 | 517.201997911959 |
| 1996-07-01 | 520.989373875096 |
| 1996-08-01 | 521.224824193429 |
| 1996-09-01 | 521.274819110318 |
| 1996-10-01 | 519.239468974308 |
| 1996-11-01 | 521.096521430336 |
| 1996-12-01 | 522.354157561718 |
| 1997-01-01 | 522.965121025646 |
| 1997-02-01 | 524.876235585973 |
| 1997-03-01 | 525.432886769981 |
| 1997-04-01 | 525.249362742336 |
| 1997-05-01 | 525.394196036231 |
| 1997-06-01 | 528.582712310083 |
| 1997-07-01 | 527.288572349090 |
| 1997-08-01 | 530.147662522838 |
| 1997-09-01 | 526.906672384498 |
| 1997-10-01 | 529.575065389579 |
| 1997-11-01 | 528.499835258179 |
| 1997-12-01 | 529.359549983408 |
| 1998-01-01 | 534.560762483376 |
| 1998-02-01 | 535.600285109723 |
| 1998-03-01 | 535.808764035183 |
| 1998-04-01 | 546.055727724782 |
| 1998-05-01 | 551.478321316387 |
| 1998-06-01 | 553.041012639617 |
| 1998-07-01 | 548.423623128703 |
| 1998-08-01 | 548.957759493349 |
| 1998-09-01 | 552.822232436186 |
| 1998-10-01 | 553.269397062854 |
| 1998-11-01 | 555.325927964494 |
| 1998-12-01 | 554.538403032253 |
| 1999-01-01 | 558.144794922192 |
| 1999-02-01 | 559.078815863499 |
| 1999-03-01 | 558.966205128424 |
| 1999-04-01 | 557.601149236575 |
| 1999-05-01 | 556.346478691518 |
| 1999-06-01 | 556.968981522096 |
| 1999-07-01 | 559.833464199312 |
| 1999-08-01 | 557.978487777916 |
| 1999-09-01 | 563.475180276392 |
| 1999-10-01 | 566.228566133221 |
| 1999-11-01 | 567.860850535290 |
| 1999-12-01 | 568.868116483755 |
| 2000-01-01 | 570.780454556578 |
| 2000-02-01 | 571.540591349093 |
| 2000-03-01 | 572.888076398350 |
| 2000-04-01 | 576.304818920669 |
| 2000-05-01 | 576.412421322509 |
| 2000-06-01 | 577.680809985154 |
| 2000-07-01 | 578.561513449646 |
| 2000-08-01 | 580.468538658849 |
| 2000-09-01 | 582.076223100824 |
| 2000-10-01 | 581.654314225138 |
| 2000-11-01 | 583.399240738667 |
| 2000-12-01 | 587.374508849645 |
| 2001-01-01 | 588.377551513429 |
| 2001-02-01 | 592.846602730954 |
| 2001-03-01 | 596.858681567191 |
| 2001-04-01 | 598.254750023552 |
| 2001-05-01 | 601.545837364342 |
| 2001-06-01 | 604.301361583957 |
| 2001-07-01 | 608.542548659745 |
| 2001-08-01 | 611.684600687145 |
| 2001-09-01 | 612.772398171129 |
| 2001-10-01 | 618.941623413284 |
| 2001-11-01 | 621.669603131771 |
| 2001-12-01 | 624.449624242999 |
| 2002-01-01 | 624.412204426190 |
| 2002-02-01 | 626.334232865748 |
| 2002-03-01 | 627.754171590920 |
| 2002-04-01 | 634.591442042173 |
| 2002-05-01 | 638.277287709148 |
| 2002-06-01 | 640.753564785301 |
| 2002-07-01 | 642.519729281593 |
| 2002-08-01 | 644.878561053753 |
| 2002-09-01 | 647.333349953109 |
| 2002-10-01 | 650.872047604709 |
| 2002-11-01 | 654.149292553461 |
| 2002-12-01 | 655.959276111601 |
| 2003-01-01 | 655.853756877204 |
| 2003-02-01 | 658.876944155880 |
| 2003-03-01 | 661.821533094054 |
| 2003-04-01 | 667.927620585195 |
| 2003-05-01 | 671.788108828817 |
| 2003-06-01 | 675.366210174836 |
| 2003-07-01 | 678.875552703319 |
| 2003-08-01 | 681.512355340941 |
| 2003-09-01 | 683.530946334157 |
| 2003-10-01 | 686.859530476711 |
| 2003-11-01 | 689.043732278606 |
| 2003-12-01 | 691.937921923314 |
| 2004-01-01 | 693.401393092348 |
| 2004-02-01 | 695.681015088437 |
| 2004-03-01 | 697.110496605785 |
| 2004-04-01 | 697.488845049551 |
| 2004-05-01 | 697.711787936503 |
| 2004-06-01 | 699.010726976542 |
| 2004-07-01 | 700.563198167670 |
| 2004-08-01 | 703.425048613127 |
| 2004-09-01 | 704.142653800721 |
| 2004-10-01 | 705.355851279455 |
| 2004-11-01 | 706.575878043105 |
| 2004-12-01 | 708.569834659305 |
| 2005-01-01 | 711.540967137559 |
| 2005-02-01 | 712.406092300644 |
| 2005-03-01 | 713.589208285499 |
| 2005-04-01 | 718.546885980385 |
| 2005-05-01 | 721.696370981151 |
| 2005-06-01 | 725.696634996999 |
| 2005-07-01 | 723.950612971262 |
| 2005-08-01 | 728.915479239481 |
| 2005-09-01 | 732.279189106658 |
| 2005-10-01 | 733.427351060444 |
| 2005-11-01 | 735.534779922737 |
| 2005-12-01 | 737.418272258165 |
| 2006-01-01 | 738.434594900324 |
| 2006-02-01 | 740.477848007202 |
| 2006-03-01 | 741.080218940228 |
| 2006-04-01 | 742.631006554091 |
| 2006-05-01 | 744.264865060237 |
| 2006-06-01 | 746.951316354371 |
| 2006-07-01 | 744.502255777048 |
| 2006-08-01 | 748.788677710915 |
| 2006-09-01 | 751.055236721116 |
| 2006-10-01 | 753.300909693127 |
| 2006-11-01 | 754.628042750619 |
| 2006-12-01 | 756.735562887769 |
| 2007-01-01 | 760.331087456245 |
| 2007-02-01 | 763.446168809083 |
| 2007-03-01 | 765.829112977616 |
| 2007-04-01 | 766.239719310627 |
| 2007-05-01 | 769.026610723888 |
| 2007-06-01 | 770.837572510676 |
| 2007-07-01 | 774.066271412471 |
| 2007-08-01 | 775.643588949105 |
| 2007-09-01 | 779.503388291864 |
| 2007-10-01 | 782.209436700605 |
| 2007-11-01 | 784.946699585436 |
| 2007-12-01 | 786.823210255582 |
| 2008-01-01 | 791.500980733735 |
| 2008-02-01 | 793.886100530667 |
| 2008-03-01 | 795.660366225208 |
| 2008-04-01 | 799.605380122748 |
| 2008-05-01 | 801.718421046367 |
| 2008-06-01 | 804.709078964821 |
| 2008-07-01 | 810.037213933256 |
| 2008-08-01 | 813.045039004165 |
| 2008-09-01 | 816.886650926479 |
| 2008-10-01 | 819.428942125224 |
| 2008-11-01 | 823.080569565626 |
| 2008-12-01 | 825.496524065303 |
| 2009-01-01 | 825.046226813600 |
| 2009-02-01 | 827.473787398968 |
| 2009-03-01 | 830.450383200739 |
| 2009-04-01 | 831.837906620304 |
| 2009-05-01 | 835.012257601144 |
| 2009-06-01 | 837.382792342906 |
| 2009-07-01 | 840.176460441978 |
| 2009-08-01 | 839.233960004812 |
| 2009-09-01 | 839.118265312135 |
| 2009-10-01 | 842.343755402152 |
| 2009-11-01 | 840.978373144269 |
| 2009-12-01 | 841.155311925594 |
| 2010-01-01 | 839.144483410142 |
| 2010-02-01 | 836.049785875971 |
| 2010-03-01 | 837.576914985748 |
| 2010-04-01 | 840.222305224331 |
| 2010-05-01 | 838.374028301904 |
| 2010-06-01 | 839.324774950008 |
| 2010-07-01 | 838.562071863577 |
| 2010-08-01 | 840.436596042492 |
| 2010-09-01 | 843.053980752536 |
| 2010-10-01 | 843.339753203248 |
| 2010-11-01 | 844.495653171494 |
| 2010-12-01 | 845.207588291173 |
| 2011-01-01 | 847.987470988758 |
| 2011-02-01 | 849.090512667631 |
| 2011-03-01 | 850.977210906799 |
| 2011-04-01 | 847.910073239176 |
| 2011-05-01 | 847.113896564862 |
| 2011-06-01 | 847.521233383143 |
| 2011-07-01 | 847.201708879425 |
| 2011-08-01 | 846.895332624549 |
| 2011-09-01 | 849.889966755967 |
| 2011-10-01 | 851.839892510277 |
| 2011-11-01 | 854.658341072779 |
| 2011-12-01 | 858.408639079896 |
| 2012-01-01 | 861.480785937161 |
| 2012-02-01 | 866.649353452117 |
| 2012-03-01 | 869.480996171804 |
| 2012-04-01 | 873.111012168352 |
| 2012-05-01 | 876.793273798793 |
| 2012-06-01 | 879.859804007068 |
| 2012-07-01 | 880.697159721597 |
| 2012-08-01 | 884.846234101392 |
| 2012-09-01 | 883.716455375549 |
| 2012-10-01 | 884.450315039319 |
| 2012-11-01 | 886.243393883268 |
| 2012-12-01 | 888.549433653834 |
| 2013-01-01 | 877.403725325636 |
| 2013-02-01 | 878.534146962033 |
| 2013-03-01 | 881.345686923781 |
| 2013-04-01 | 890.996363670820 |
| 2013-05-01 | 890.207465547118 |
| 2013-06-01 | 889.236971979893 |
| 2013-07-01 | 891.074841256830 |
| 2013-08-01 | 893.522691569625 |
| 2013-09-01 | 893.517072739640 |
| 2013-10-01 | 894.718323702408 |
| 2013-11-01 | 896.602539064832 |
| 2013-12-01 | 900.441403473146 |
| 2014-01-01 | 902.283649776890 |
| 2014-02-01 | 903.836004047093 |
| 2014-03-01 | 906.348333873696 |
| 2014-04-01 | 906.795195307774 |
| 2014-05-01 | 908.521009846424 |
| 2014-06-01 | 910.246720239036 |
| 2014-07-01 | 911.178820981313 |
| 2014-08-01 | 918.473488494799 |
| 2014-09-01 | 920.904823948498 |
| 2014-10-01 | 922.687411150323 |
| 2014-11-01 | 924.066474683475 |
| 2014-12-01 | 923.824521315585 |
| 2015-01-01 | 925.162974526409 |
| 2015-02-01 | 929.098461911035 |
| 2015-03-01 | 930.346983559255 |
| 2015-04-01 | 932.485570650117 |
| 2015-05-01 | 935.324765353275 |
| 2015-06-01 | 936.668409768424 |
| 2015-07-01 | 944.811435565184 |
| 2015-08-01 | 947.094456302789 |
| 2015-09-01 | 951.072292229478 |
| 2015-10-01 | 954.552267436413 |
| 2015-11-01 | 957.373519589802 |
| 2015-12-01 | 959.955085061749 |
| 2016-01-01 | 961.112538271242 |
| 2016-02-01 | 962.969078840537 |
| 2016-03-01 | 964.552541868351 |
| 2016-04-01 | 971.425712266483 |
| 2016-05-01 | 973.108737469674 |
| 2016-06-01 | 975.082285233948 |
| 2016-07-01 | 976.701814317663 |
| 2016-08-01 | 976.215832825127 |
| 2016-09-01 | 978.605018201505 |
| 2016-10-01 | 987.908045923689 |
| 2016-11-01 | 990.040497254784 |
| 2016-12-01 | 992.963468447463 |
| 2017-01-01 | 996.612510369147 |
| 2017-02-01 | 998.115024514356 |
| 2017-03-01 | 1003.463886129660 |
| 2017-04-01 | 1005.019001845910 |
| 2017-05-01 | 1009.907088564220 |
| 2017-06-01 | 1011.543030636940 |
| 2017-07-01 | 1015.554151658030 |
| 2017-08-01 | 1017.233826982060 |
| 2017-09-01 | 1022.687341886480 |
| 2017-10-01 | 1025.137263557150 |
| 2017-11-01 | 1026.613567944490 |
| 2017-12-01 | 1026.920197813540 |
| 2018-01-01 | 1036.384393807910 |
| 2018-02-01 | 1036.669283151480 |
| 2018-03-01 | 1038.572106888830 |
| 2018-04-01 | 1036.604532120020 |
| 2018-05-01 | 1037.232231654250 |
| 2018-06-01 | 1041.389159585370 |
| 2018-07-01 | 1041.164619786890 |
| 2018-08-01 | 1047.182617685030 |
| 2018-09-01 | 1045.999221893580 |
| 2018-10-01 | 1047.261303233540 |
| 2018-11-01 | 1048.874743692870 |
| 2018-12-01 | 1052.842159713670 |
| 2019-01-01 | 1055.906804831600 |
| 2019-02-01 | 1061.254857789520 |
| 2019-03-01 | 1062.846843228100 |
| 2019-04-01 | 1065.220463858150 |
| 2019-05-01 | 1066.570961945990 |
| 2019-06-01 | 1069.835104637170 |
| 2019-07-01 | 1074.004699669330 |
| 2019-08-01 | 1075.742378178970 |
| 2019-09-01 | 1081.400224140740 |
| 2019-10-01 | 1082.455121762690 |
| 2019-11-01 | 1086.045409895290 |
| 2019-12-01 | 1089.300146393420 |
| 2020-01-01 | 1093.677158686720 |
| 2020-02-01 | 1098.850034960860 |
| 2020-03-01 | 1093.253323951630 |
| 2020-04-01 | 986.803960859829 |
| 2020-05-01 | 1001.741759343310 |
| 2020-06-01 | 1027.698258893720 |
| 2020-07-01 | 1030.064771740680 |
| 2020-08-01 | 1035.412512701980 |
| 2020-09-01 | 1039.449107626420 |
| 2020-10-01 | 1047.742818066700 |
| 2020-11-01 | 1052.226384399870 |
| 2020-12-01 | 1056.598581009880 |
| 2021-01-01 | 1056.453454897220 |
| 2021-02-01 | 1061.478940025530 |
| 2021-03-01 | 1067.518146218800 |
| 2021-04-01 | 1075.213094832160 |
| 2021-05-01 | 1080.760769364910 |
| 2021-06-01 | 1083.667258566740 |
| 2021-07-01 | 1087.789727534440 |
| 2021-08-01 | 1090.077313048530 |
| 2021-09-01 | 1084.119469063840 |
| 2021-10-01 | 1092.529368222270 |
| 2021-11-01 | 1096.650094038170 |
| 2021-12-01 | 1099.327095597150 |
| 2022-01-01 | 1094.843402844950 |
| 2022-02-01 | 1100.070119822370 |
| 2022-03-01 | 1108.274264982810 |
| 2022-04-01 | 1111.853447905570 |
| 2022-05-01 | 1114.224526929530 |
| 2022-06-01 | 1118.713328069680 |
| 2022-07-01 | 1120.667032483000 |
| 2022-08-01 | 1124.545866874590 |
| 2022-09-01 | 1130.713989347730 |
| 2022-10-01 | 1133.994954987690 |
| 2022-11-01 | 1137.650715294620 |
| 2022-12-01 | 1143.349047425730 |
| 2023-01-01 | 1148.389376956030 |
| 2023-02-01 | 1153.437730335550 |
| 2023-03-01 | 1157.498265978700 |
| 2023-04-01 | 1165.181783419410 |
| 2023-05-01 | 1175.465157921630 |
| 2023-06-01 | 1177.811124479290 |
| 2023-07-01 | 1186.328523228690 |
| 2023-08-01 | 1191.688624339140 |
| 2023-09-01 | 1202.548914816070 |
| 2023-10-01 | 1200.442669852100 |
| 2023-11-01 | 1204.604028983680 |
| 2023-12-01 | 1213.279923039790 |
| 2024-01-01 | 1223.596017582640 |
| 2024-02-01 | 1222.289734931800 |
| 2024-03-01 | 1225.366905507670 |
| 2024-04-01 | 1224.524602932220 |
| 2024-05-01 | 1226.444991224210 |
| 2024-06-01 | 1231.123495027300 |
| 2024-07-01 | 1242.808169269930 |
| 2024-08-01 | 1247.391003004380 |
| 2024-09-01 | 1252.190628345300 |
| 2024-10-01 | 1257.821019747030 |
| 2024-11-01 | 1261.931256880990 |
| 2024-12-01 | 1261.202749151120 |
| 2025-01-01 | 1267.907448253450 |
| 2025-02-01 | 1274.512042606480 |
| 2025-03-01 | 1277.179506658050 |
| 2025-04-01 | 1286.886476441770 |
| 2025-05-01 | 1289.233408751590 |
| 2025-06-01 | 1291.886187489490 |
| 2025-07-01 | 1290.964461140960 |
| 2025-08-01 | 1295.766898507350 |
| 2025-09-01 | 1298.072184269980 |
| 2025-10-01 | 1303.734497912620 |
| 2025-11-01 | 1308.270353879380 |
| 2025-12-01 | 1310.693246200860 |
| 2026-01-01 | 1319.507672582210 |
| 2026-02-01 | 1299.240790020720 |
| 2026-03-01 | 1325.022697292440 |
| 2026-04-01 | 1325.108647015210 |