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 2026-08-01 |
| Last Updated | 2026-09-18 10:57 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 | 484.6914510619 |
| 1990-02-01 | 485.7303107564 |
| 1990-03-01 | 486.9999576425 |
| 1990-04-01 | 490.0390876280 |
| 1990-05-01 | 490.3736048432 |
| 1990-06-01 | 492.3121841820 |
| 1990-07-01 | 485.5094703006 |
| 1990-08-01 | 488.3729650181 |
| 1990-09-01 | 485.5633148886 |
| 1990-10-01 | 491.6053887872 |
| 1990-11-01 | 492.9096747202 |
| 1990-12-01 | 493.7120270023 |
| 1991-01-01 | 480.5690289020 |
| 1991-02-01 | 480.8574958568 |
| 1991-03-01 | 480.2428500110 |
| 1991-04-01 | 483.2115875954 |
| 1991-05-01 | 483.3902516945 |
| 1991-06-01 | 483.8180091978 |
| 1991-07-01 | 483.9899149915 |
| 1991-08-01 | 484.0893971926 |
| 1991-09-01 | 478.8637072770 |
| 1991-10-01 | 493.1102253935 |
| 1991-11-01 | 492.7790694026 |
| 1991-12-01 | 492.4479506238 |
| 1992-01-01 | 477.5417671971 |
| 1992-02-01 | 480.7364430481 |
| 1992-03-01 | 482.3195750517 |
| 1992-04-01 | 481.3691812590 |
| 1992-05-01 | 480.8692716398 |
| 1992-06-01 | 480.9272958608 |
| 1992-07-01 | 482.5322911685 |
| 1992-08-01 | 482.8105826805 |
| 1992-09-01 | 484.4461925928 |
| 1992-10-01 | 477.9528063390 |
| 1992-11-01 | 476.9222872215 |
| 1992-12-01 | 477.8528794258 |
| 1993-01-01 | 480.0323603452 |
| 1993-02-01 | 477.3416043900 |
| 1993-03-01 | 476.4027216909 |
| 1993-04-01 | 472.9354304129 |
| 1993-05-01 | 472.3257114628 |
| 1993-06-01 | 475.2321787960 |
| 1993-07-01 | 479.7989535291 |
| 1993-08-01 | 479.2763255779 |
| 1993-09-01 | 479.7364496897 |
| 1993-10-01 | 479.2669908045 |
| 1993-11-01 | 480.5164723579 |
| 1993-12-01 | 482.9169385374 |
| 1994-01-01 | 482.4310611893 |
| 1994-02-01 | 481.8634726294 |
| 1994-03-01 | 483.8673563103 |
| 1994-04-01 | 483.2791665705 |
| 1994-05-01 | 484.3010806444 |
| 1994-06-01 | 487.2004641301 |
| 1994-07-01 | 486.8087618615 |
| 1994-08-01 | 488.0108030426 |
| 1994-09-01 | 488.9358806021 |
| 1994-10-01 | 488.8361298039 |
| 1994-11-01 | 490.9939547961 |
| 1994-12-01 | 491.0684276538 |
| 1995-01-01 | 490.5544674277 |
| 1995-02-01 | 489.2507772513 |
| 1995-03-01 | 488.5565392641 |
| 1995-04-01 | 492.2392606297 |
| 1995-05-01 | 494.1910829535 |
| 1995-06-01 | 494.8276109426 |
| 1995-07-01 | 494.7830177199 |
| 1995-08-01 | 494.8476922894 |
| 1995-09-01 | 497.1797739759 |
| 1995-10-01 | 499.9782996697 |
| 1995-11-01 | 502.5318155514 |
| 1995-12-01 | 504.4224996158 |
| 1996-01-01 | 504.7895992758 |
| 1996-02-01 | 507.5483566222 |
| 1996-03-01 | 509.5984195430 |
| 1996-04-01 | 516.4309132753 |
| 1996-05-01 | 516.9812242528 |
| 1996-06-01 | 517.2029011928 |
| 1996-07-01 | 520.9900158926 |
| 1996-08-01 | 521.2255304555 |
| 1996-09-01 | 521.2750279514 |
| 1996-10-01 | 519.2392540955 |
| 1996-11-01 | 521.0960017384 |
| 1996-12-01 | 522.3526033748 |
| 1997-01-01 | 522.9641280195 |
| 1997-02-01 | 524.8749170088 |
| 1997-03-01 | 525.4311792844 |
| 1997-04-01 | 525.2530259614 |
| 1997-05-01 | 525.3936260234 |
| 1997-06-01 | 528.5838245374 |
| 1997-07-01 | 527.2898499417 |
| 1997-08-01 | 530.1483129735 |
| 1997-09-01 | 526.9068822838 |
| 1997-10-01 | 529.5749578028 |
| 1997-11-01 | 528.4993824441 |
| 1997-12-01 | 529.3586140251 |
| 1998-01-01 | 534.5594469050 |
| 1998-02-01 | 535.5986438601 |
| 1998-03-01 | 535.8067583735 |
| 1998-04-01 | 546.0591378840 |
| 1998-05-01 | 551.4778350669 |
| 1998-06-01 | 553.0423187865 |
| 1998-07-01 | 548.4250766978 |
| 1998-08-01 | 548.9584638617 |
| 1998-09-01 | 552.8224699086 |
| 1998-10-01 | 553.2693094786 |
| 1998-11-01 | 555.3255112571 |
| 1998-12-01 | 554.5375445018 |
| 1999-01-01 | 558.1435305762 |
| 1999-02-01 | 559.0772065228 |
| 1999-03-01 | 558.9640678421 |
| 1999-04-01 | 557.6042671171 |
| 1999-05-01 | 556.3459962986 |
| 1999-06-01 | 556.9702521134 |
| 1999-07-01 | 559.8348757420 |
| 1999-08-01 | 557.9791017622 |
| 1999-09-01 | 563.4753492274 |
| 1999-10-01 | 566.2284376414 |
| 1999-11-01 | 567.8604880617 |
| 1999-12-01 | 568.8674163132 |
| 2000-01-01 | 570.7794221357 |
| 2000-02-01 | 571.5394178909 |
| 2000-03-01 | 572.8865607954 |
| 2000-04-01 | 576.3067824923 |
| 2000-05-01 | 576.4122285963 |
| 2000-06-01 | 577.6818181089 |
| 2000-07-01 | 578.5625655771 |
| 2000-08-01 | 580.4689914542 |
| 2000-09-01 | 582.0763843358 |
| 2000-10-01 | 581.6542034451 |
| 2000-11-01 | 583.3989693871 |
| 2000-12-01 | 587.3740447331 |
| 2001-01-01 | 588.3768145055 |
| 2001-02-01 | 592.8458825803 |
| 2001-03-01 | 596.8577475609 |
| 2001-04-01 | 598.2558117378 |
| 2001-05-01 | 601.5458242596 |
| 2001-06-01 | 604.3019909158 |
| 2001-07-01 | 608.5431822754 |
| 2001-08-01 | 611.6848758755 |
| 2001-09-01 | 612.7725292362 |
| 2001-10-01 | 618.9415329025 |
| 2001-11-01 | 621.6694446873 |
| 2001-12-01 | 624.4493737890 |
| 2002-01-01 | 624.4117343286 |
| 2002-02-01 | 626.3339550793 |
| 2002-03-01 | 627.7538682375 |
| 2002-04-01 | 634.5915514638 |
| 2002-05-01 | 638.2775234015 |
| 2002-06-01 | 640.7538272954 |
| 2002-07-01 | 642.5199567074 |
| 2002-08-01 | 644.8787018681 |
| 2002-09-01 | 647.3334992099 |
| 2002-10-01 | 650.8720223544 |
| 2002-11-01 | 654.1492392705 |
| 2002-12-01 | 655.9592191361 |
| 2003-01-01 | 655.8534894606 |
| 2003-02-01 | 658.8768343067 |
| 2003-03-01 | 661.8212961234 |
| 2003-04-01 | 667.9276980484 |
| 2003-05-01 | 671.7882157040 |
| 2003-06-01 | 675.3662945742 |
| 2003-07-01 | 678.8756456163 |
| 2003-08-01 | 681.5124172658 |
| 2003-09-01 | 683.5310432077 |
| 2003-10-01 | 686.8595404818 |
| 2003-11-01 | 689.0437412007 |
| 2003-12-01 | 691.9379448955 |
| 2004-01-01 | 693.4012299320 |
| 2004-02-01 | 695.6809851002 |
| 2004-03-01 | 697.1102998441 |
| 2004-04-01 | 697.4889031460 |
| 2004-05-01 | 697.7118398735 |
| 2004-06-01 | 699.0107279448 |
| 2004-07-01 | 700.5632358779 |
| 2004-08-01 | 703.4250836824 |
| 2004-09-01 | 704.1427193840 |
| 2004-10-01 | 705.3558855717 |
| 2004-11-01 | 706.5759145133 |
| 2004-12-01 | 708.5698689780 |
| 2005-01-01 | 711.5408686900 |
| 2005-02-01 | 712.4060669207 |
| 2005-03-01 | 713.5890624565 |
| 2005-04-01 | 718.5469049039 |
| 2005-05-01 | 721.6963870976 |
| 2005-06-01 | 725.6966203067 |
| 2005-07-01 | 723.9506206914 |
| 2005-08-01 | 728.9155081648 |
| 2005-09-01 | 732.2792410401 |
| 2005-10-01 | 733.4274217430 |
| 2005-11-01 | 735.5348354601 |
| 2005-12-01 | 737.4183338103 |
| 2006-01-01 | 738.4345456959 |
| 2006-02-01 | 740.4778026767 |
| 2006-03-01 | 741.0801023256 |
| 2006-04-01 | 742.6309580719 |
| 2006-05-01 | 744.2648236967 |
| 2006-06-01 | 746.9512917123 |
| 2006-07-01 | 744.5022038245 |
| 2006-08-01 | 748.7886823381 |
| 2006-09-01 | 751.0552551130 |
| 2006-10-01 | 753.3012583656 |
| 2006-11-01 | 754.6280825602 |
| 2006-12-01 | 756.7356630726 |
| 2007-01-01 | 760.3311224806 |
| 2007-02-01 | 763.4459554574 |
| 2007-03-01 | 765.8291077323 |
| 2007-04-01 | 766.2393496458 |
| 2007-05-01 | 769.0265560774 |
| 2007-06-01 | 770.8375529131 |
| 2007-07-01 | 774.0661464080 |
| 2007-08-01 | 775.6435839994 |
| 2007-09-01 | 779.5034527969 |
| 2007-10-01 | 782.2102072172 |
| 2007-11-01 | 784.9468295090 |
| 2007-12-01 | 786.8234115907 |
| 2008-01-01 | 791.5010436607 |
| 2008-02-01 | 793.8856229467 |
| 2008-03-01 | 795.6602825109 |
| 2008-04-01 | 799.6045917908 |
| 2008-05-01 | 801.7183050574 |
| 2008-06-01 | 804.7090129244 |
| 2008-07-01 | 810.0370151359 |
| 2008-08-01 | 813.0450997698 |
| 2008-09-01 | 816.8868898404 |
| 2008-10-01 | 819.4303668874 |
| 2008-11-01 | 823.0809932774 |
| 2008-12-01 | 825.4968888451 |
| 2009-01-01 | 825.0462458325 |
| 2009-02-01 | 827.4728409035 |
| 2009-03-01 | 830.4500130612 |
| 2009-04-01 | 831.8365276127 |
| 2009-05-01 | 835.0120061387 |
| 2009-06-01 | 837.3826049323 |
| 2009-07-01 | 840.1762306805 |
| 2009-08-01 | 839.2341131115 |
| 2009-09-01 | 839.1188726427 |
| 2009-10-01 | 842.3457762030 |
| 2009-11-01 | 840.9795917510 |
| 2009-12-01 | 841.1568650801 |
| 2010-01-01 | 839.1433542142 |
| 2010-02-01 | 836.0480646198 |
| 2010-03-01 | 837.5759773991 |
| 2010-04-01 | 840.2205250707 |
| 2010-05-01 | 838.3735404988 |
| 2010-06-01 | 839.3244940175 |
| 2010-07-01 | 838.5619572977 |
| 2010-08-01 | 840.4369272777 |
| 2010-09-01 | 843.0550004304 |
| 2010-10-01 | 843.3423651075 |
| 2010-11-01 | 844.4977001077 |
| 2010-12-01 | 845.2102916595 |
| 2011-01-01 | 847.9851127434 |
| 2011-02-01 | 849.0879202938 |
| 2011-03-01 | 850.9756968411 |
| 2011-04-01 | 847.9079155696 |
| 2011-05-01 | 847.1132458552 |
| 2011-06-01 | 847.5209264832 |
| 2011-07-01 | 847.2018924186 |
| 2011-08-01 | 846.8958111533 |
| 2011-09-01 | 849.8913485229 |
| 2011-10-01 | 851.8426695490 |
| 2011-11-01 | 854.6611124778 |
| 2011-12-01 | 858.4124582279 |
| 2012-01-01 | 861.4771411166 |
| 2012-02-01 | 866.6461424070 |
| 2012-03-01 | 869.4789398467 |
| 2012-04-01 | 873.1089000860 |
| 2012-05-01 | 876.7925763762 |
| 2012-06-01 | 879.8595209553 |
| 2012-07-01 | 880.6977624792 |
| 2012-08-01 | 884.8468757677 |
| 2012-09-01 | 883.7179366468 |
| 2012-10-01 | 884.4528674409 |
| 2012-11-01 | 886.2463291993 |
| 2012-12-01 | 888.5533449574 |
| 2013-01-01 | 877.3998467212 |
| 2013-02-01 | 878.5308346300 |
| 2013-03-01 | 881.3438249880 |
| 2013-04-01 | 890.9945185714 |
| 2013-05-01 | 890.2068919330 |
| 2013-06-01 | 889.2367571415 |
| 2013-07-01 | 891.0758800113 |
| 2013-08-01 | 893.5236047737 |
| 2013-09-01 | 893.5178892401 |
| 2013-10-01 | 894.7193347994 |
| 2013-11-01 | 896.6055637880 |
| 2013-12-01 | 900.4453790160 |
| 2014-01-01 | 902.2797136209 |
| 2014-02-01 | 903.8330083601 |
| 2014-03-01 | 906.3471853789 |
| 2014-04-01 | 906.7939908417 |
| 2014-05-01 | 908.5207573949 |
| 2014-06-01 | 910.2467186112 |
| 2014-07-01 | 911.1801320382 |
| 2014-08-01 | 918.4745239994 |
| 2014-09-01 | 920.9043832631 |
| 2014-10-01 | 922.6863458783 |
| 2014-11-01 | 924.0685585081 |
| 2014-12-01 | 923.8278445920 |
| 2015-01-01 | 925.1600953154 |
| 2015-02-01 | 929.0968959581 |
| 2015-03-01 | 930.3478773204 |
| 2015-04-01 | 932.4855839479 |
| 2015-05-01 | 935.3251426836 |
| 2015-06-01 | 936.6683147241 |
| 2015-07-01 | 944.8121091023 |
| 2015-08-01 | 947.0946082170 |
| 2015-09-01 | 951.0697064726 |
| 2015-10-01 | 954.5483699670 |
| 2015-11-01 | 957.3741517096 |
| 2015-12-01 | 959.9577730741 |
| 2016-01-01 | 961.1114407247 |
| 2016-02-01 | 962.9705220216 |
| 2016-03-01 | 964.5569154142 |
| 2016-04-01 | 971.4284733006 |
| 2016-05-01 | 973.1101654679 |
| 2016-06-01 | 975.0813300867 |
| 2016-07-01 | 976.7001386319 |
| 2016-08-01 | 976.2131542301 |
| 2016-09-01 | 978.5993856408 |
| 2016-10-01 | 987.9012579638 |
| 2016-11-01 | 990.0382925953 |
| 2016-12-01 | 992.9645185630 |
| 2017-01-01 | 996.6132662121 |
| 2017-02-01 | 998.1237612095 |
| 2017-03-01 | 1003.4738585234 |
| 2017-04-01 | 1005.0259798190 |
| 2017-05-01 | 1009.9171238684 |
| 2017-06-01 | 1011.5327104016 |
| 2017-07-01 | 1015.5461021311 |
| 2017-08-01 | 1017.2270584236 |
| 2017-09-01 | 1022.6784685005 |
| 2017-10-01 | 1025.1273401951 |
| 2017-11-01 | 1026.6091517966 |
| 2017-12-01 | 1026.9208981635 |
| 2018-01-01 | 1036.3847093829 |
| 2018-02-01 | 1036.6868216137 |
| 2018-03-01 | 1038.5893892880 |
| 2018-04-01 | 1036.6177862233 |
| 2018-05-01 | 1037.2523213271 |
| 2018-06-01 | 1041.3687614710 |
| 2018-07-01 | 1041.1486427860 |
| 2018-08-01 | 1047.1689384237 |
| 2018-09-01 | 1045.9883999890 |
| 2018-10-01 | 1047.2490157648 |
| 2018-11-01 | 1048.8680505368 |
| 2018-12-01 | 1052.8413178848 |
| 2019-01-01 | 1055.8955674962 |
| 2019-02-01 | 1061.2984854648 |
| 2019-03-01 | 1062.8684309612 |
| 2019-04-01 | 1065.2397203903 |
| 2019-05-01 | 1066.6018916453 |
| 2019-06-01 | 1069.8031807454 |
| 2019-07-01 | 1073.9769494590 |
| 2019-08-01 | 1075.7191103236 |
| 2019-09-01 | 1081.3886205677 |
| 2019-10-01 | 1082.4443033598 |
| 2019-11-01 | 1086.0389472066 |
| 2019-12-01 | 1089.2976271593 |
| 2020-01-01 | 1093.6559842285 |
| 2020-02-01 | 1098.9186833909 |
| 2020-03-01 | 1093.2728507130 |
| 2020-04-01 | 986.8136124586 |
| 2020-05-01 | 1001.8131913501 |
| 2020-06-01 | 1027.6454202720 |
| 2020-07-01 | 1030.0185643587 |
| 2020-08-01 | 1035.3764782058 |
| 2020-09-01 | 1039.4408079694 |
| 2020-10-01 | 1047.7242798003 |
| 2020-11-01 | 1052.2414752725 |
| 2020-12-01 | 1056.5894726252 |
| 2021-01-01 | 1056.4230997832 |
| 2021-02-01 | 1061.5726478836 |
| 2021-03-01 | 1067.5433146320 |
| 2021-04-01 | 1075.2280243117 |
| 2021-05-01 | 1080.9030205527 |
| 2021-06-01 | 1083.5279222815 |
| 2021-07-01 | 1087.6962455348 |
| 2021-08-01 | 1090.0363616765 |
| 2021-09-01 | 1084.1167604239 |
| 2021-10-01 | 1092.5046928228 |
| 2021-11-01 | 1096.6957006257 |
| 2021-12-01 | 1099.3199169684 |
| 2022-01-01 | 1094.8223542732 |
| 2022-02-01 | 1100.1902826983 |
| 2022-03-01 | 1108.3300393149 |
| 2022-04-01 | 1111.8837332112 |
| 2022-05-01 | 1114.4179501604 |
| 2022-06-01 | 1118.4634415747 |
| 2022-07-01 | 1120.4847825214 |
| 2022-08-01 | 1124.4886114188 |
| 2022-09-01 | 1130.7247772879 |
| 2022-10-01 | 1133.9775073993 |
| 2022-11-01 | 1137.7345897976 |
| 2022-12-01 | 1143.3471907903 |
| 2023-01-01 | 1148.3935068026 |
| 2023-02-01 | 1153.6022064958 |
| 2023-03-01 | 1157.5947038758 |
| 2023-04-01 | 1165.3100811539 |
| 2023-05-01 | 1175.7296578512 |
| 2023-06-01 | 1177.3836086072 |
| 2023-07-01 | 1185.8015390445 |
| 2023-08-01 | 1191.7190029160 |
| 2023-09-01 | 1202.6187440298 |
| 2023-10-01 | 1200.4614335270 |
| 2023-11-01 | 1204.7068989776 |
| 2023-12-01 | 1213.2894994159 |
| 2024-01-01 | 1223.6557680758 |
| 2024-02-01 | 1222.4556731382 |
| 2024-03-01 | 1225.4729699588 |
| 2024-04-01 | 1224.8265243754 |
| 2024-05-01 | 1226.9452531518 |
| 2024-06-01 | 1230.2409639295 |
| 2024-07-01 | 1241.9079712019 |
| 2024-08-01 | 1247.6996642251 |
| 2024-09-01 | 1252.3154975333 |
| 2024-10-01 | 1257.8609821381 |
| 2024-11-01 | 1262.0451851149 |
| 2024-12-01 | 1261.2033164738 |
| 2025-01-01 | 1267.9992542068 |
| 2025-02-01 | 1274.6502319854 |
| 2025-03-01 | 1277.2705024771 |
| 2025-04-01 | 1287.4235451316 |
| 2025-05-01 | 1290.0660376095 |
| 2025-06-01 | 1290.4106018386 |
| 2025-07-01 | 1289.6623249088 |
| 2025-08-01 | 1296.4915159372 |
| 2025-09-01 | 1298.2479761274 |
| 2025-10-01 | 1303.7859661944 |
| 2025-11-01 | 1308.3695180164 |
| 2025-12-01 | 1310.6975043370 |
| 2026-01-01 | 1319.6303009126 |
| 2026-02-01 | 1299.3230219165 |
| 2026-03-01 | 1325.0817279166 |
| 2026-04-01 | 1324.9469235798 |
| 2026-05-01 | 1325.3121825449 |
| 2026-06-01 | 1341.6230013784 |
| 2026-07-01 | 1340.2413332932 |
| 2026-08-01 | 1340.3056907131 |