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 2026-09-01 |
| Last Updated | 2026-10-20 10:02 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 | 484.6933606742 |
| 1990-02-01 | 485.7311922165 |
| 1990-03-01 | 487.0006521755 |
| 1990-04-01 | 490.0396881246 |
| 1990-05-01 | 490.3741395746 |
| 1990-06-01 | 492.3125104394 |
| 1990-07-01 | 485.5095178358 |
| 1990-08-01 | 488.3732362409 |
| 1990-09-01 | 485.5637318804 |
| 1990-10-01 | 491.6036526939 |
| 1990-11-01 | 492.9079016426 |
| 1990-12-01 | 493.7098985610 |
| 1991-01-01 | 480.5709322317 |
| 1991-02-01 | 480.8582852470 |
| 1991-03-01 | 480.2434999516 |
| 1991-04-01 | 483.2121613124 |
| 1991-05-01 | 483.3907476055 |
| 1991-06-01 | 483.8183080687 |
| 1991-07-01 | 483.9899117477 |
| 1991-08-01 | 484.0896550173 |
| 1991-09-01 | 478.8640734218 |
| 1991-10-01 | 493.1086782764 |
| 1991-11-01 | 492.7775052327 |
| 1991-12-01 | 492.4460109958 |
| 1992-01-01 | 477.5435502452 |
| 1992-02-01 | 480.7370535117 |
| 1992-03-01 | 482.3201767693 |
| 1992-04-01 | 481.3696641160 |
| 1992-05-01 | 480.8696691373 |
| 1992-06-01 | 480.9275421767 |
| 1992-07-01 | 482.5322251245 |
| 1992-08-01 | 482.8108302546 |
| 1992-09-01 | 484.4464961344 |
| 1992-10-01 | 477.9515975243 |
| 1992-11-01 | 476.9211113892 |
| 1992-12-01 | 477.8513470744 |
| 1993-01-01 | 480.0338128255 |
| 1993-02-01 | 477.3420319841 |
| 1993-03-01 | 476.4032417800 |
| 1993-04-01 | 472.9358025505 |
| 1993-05-01 | 472.3259747425 |
| 1993-06-01 | 475.2323432305 |
| 1993-07-01 | 479.7988476730 |
| 1993-08-01 | 479.2765181386 |
| 1993-09-01 | 479.7366870922 |
| 1993-10-01 | 479.2661123637 |
| 1993-11-01 | 480.5156583255 |
| 1993-12-01 | 482.9158324670 |
| 1994-01-01 | 482.4321856723 |
| 1994-02-01 | 481.8636616702 |
| 1994-03-01 | 483.8677767647 |
| 1994-04-01 | 483.2794371265 |
| 1994-05-01 | 484.3012248776 |
| 1994-06-01 | 487.2005583487 |
| 1994-07-01 | 486.8086107584 |
| 1994-08-01 | 488.0109438131 |
| 1994-09-01 | 488.9360144237 |
| 1994-10-01 | 488.8356109073 |
| 1994-11-01 | 490.9935244077 |
| 1994-12-01 | 491.0677320747 |
| 1995-01-01 | 490.5551341404 |
| 1995-02-01 | 489.2508525153 |
| 1995-03-01 | 488.5568532124 |
| 1995-04-01 | 492.2394485171 |
| 1995-05-01 | 494.1911374452 |
| 1995-06-01 | 494.8276361122 |
| 1995-07-01 | 494.7828859256 |
| 1995-08-01 | 494.8477521044 |
| 1995-09-01 | 497.1798198867 |
| 1995-10-01 | 499.9780587978 |
| 1995-11-01 | 502.5316441020 |
| 1995-12-01 | 504.4221396374 |
| 1996-01-01 | 504.7898977594 |
| 1996-02-01 | 507.5483732236 |
| 1996-03-01 | 509.5986708548 |
| 1996-04-01 | 516.4310300834 |
| 1996-05-01 | 516.9812244830 |
| 1996-06-01 | 517.2028857733 |
| 1996-07-01 | 520.9899283786 |
| 1996-08-01 | 521.2255413174 |
| 1996-09-01 | 521.2750066385 |
| 1996-10-01 | 519.2391743132 |
| 1996-11-01 | 521.0959741628 |
| 1996-12-01 | 522.3524664284 |
| 1997-01-01 | 522.9641498153 |
| 1997-02-01 | 524.8749574235 |
| 1997-03-01 | 525.4313512100 |
| 1997-04-01 | 525.2531077390 |
| 1997-05-01 | 525.3936030714 |
| 1997-06-01 | 528.5837870477 |
| 1997-07-01 | 527.2898224533 |
| 1997-08-01 | 530.1482965495 |
| 1997-09-01 | 526.9068648794 |
| 1997-10-01 | 529.5749036327 |
| 1997-11-01 | 528.4993769051 |
| 1997-12-01 | 529.3585945192 |
| 1998-01-01 | 534.5594420265 |
| 1998-02-01 | 535.5986565359 |
| 1998-03-01 | 535.8068472616 |
| 1998-04-01 | 546.0591934750 |
| 1998-05-01 | 551.4778184076 |
| 1998-06-01 | 553.0422887477 |
| 1998-07-01 | 548.4250598293 |
| 1998-08-01 | 548.9584515805 |
| 1998-09-01 | 552.8224549774 |
| 1998-10-01 | 553.2692789143 |
| 1998-11-01 | 555.3255177175 |
| 1998-12-01 | 554.5375365843 |
| 1999-01-01 | 558.1435338855 |
| 1999-02-01 | 559.0772254165 |
| 1999-03-01 | 558.9640916899 |
| 1999-04-01 | 557.6043017758 |
| 1999-05-01 | 556.3459913457 |
| 1999-06-01 | 556.9702312857 |
| 1999-07-01 | 559.8348672205 |
| 1999-08-01 | 557.9790959929 |
| 1999-09-01 | 563.4753386199 |
| 1999-10-01 | 566.2284218066 |
| 1999-11-01 | 567.8604946035 |
| 1999-12-01 | 568.8674140174 |
| 2000-01-01 | 570.7794264686 |
| 2000-02-01 | 571.5394312504 |
| 2000-03-01 | 572.8865770926 |
| 2000-04-01 | 576.3067849429 |
| 2000-05-01 | 576.4122270326 |
| 2000-06-01 | 577.6818063819 |
| 2000-07-01 | 578.5625617606 |
| 2000-08-01 | 580.4689881567 |
| 2000-09-01 | 582.0763782777 |
| 2000-10-01 | 581.6542035916 |
| 2000-11-01 | 583.3989715632 |
| 2000-12-01 | 587.3740434757 |
| 2001-01-01 | 588.3768173857 |
| 2001-02-01 | 592.8458891798 |
| 2001-03-01 | 596.8577545056 |
| 2001-04-01 | 598.2558108393 |
| 2001-05-01 | 601.5458222063 |
| 2001-06-01 | 604.3019843763 |
| 2001-07-01 | 608.5431804844 |
| 2001-08-01 | 611.6848746851 |
| 2001-09-01 | 612.7725285568 |
| 2001-10-01 | 618.9415332547 |
| 2001-11-01 | 621.6694452710 |
| 2001-12-01 | 624.4493746655 |
| 2002-01-01 | 624.4117363077 |
| 2002-02-01 | 626.3339569866 |
| 2002-03-01 | 627.7538701191 |
| 2002-04-01 | 634.5915512206 |
| 2002-05-01 | 638.2775219633 |
| 2002-06-01 | 640.7538249668 |
| 2002-07-01 | 642.5199553932 |
| 2002-08-01 | 644.8787014867 |
| 2002-09-01 | 647.3334990101 |
| 2002-10-01 | 650.8720229147 |
| 2002-11-01 | 654.1492396617 |
| 2002-12-01 | 655.9592193604 |
| 2003-01-01 | 655.8534904005 |
| 2003-02-01 | 658.8768349470 |
| 2003-03-01 | 661.8212972040 |
| 2003-04-01 | 667.9276978760 |
| 2003-05-01 | 671.7882153431 |
| 2003-06-01 | 675.3662931508 |
| 2003-07-01 | 678.8756450072 |
| 2003-08-01 | 681.5124171477 |
| 2003-09-01 | 683.5310428823 |
| 2003-10-01 | 686.8595406173 |
| 2003-11-01 | 689.0437413630 |
| 2003-12-01 | 691.9379450805 |
| 2004-01-01 | 693.4012308586 |
| 2004-02-01 | 695.6809856378 |
| 2004-03-01 | 697.1103008159 |
| 2004-04-01 | 697.4889029521 |
| 2004-05-01 | 697.7118394756 |
| 2004-06-01 | 699.0107255286 |
| 2004-07-01 | 700.5632343392 |
| 2004-08-01 | 703.4250834056 |
| 2004-09-01 | 704.1427199495 |
| 2004-10-01 | 705.3558874417 |
| 2004-11-01 | 706.5759167151 |
| 2004-12-01 | 708.5698706518 |
| 2005-01-01 | 711.5408697286 |
| 2005-02-01 | 712.4060665647 |
| 2005-03-01 | 713.5890614951 |
| 2005-04-01 | 718.5469022386 |
| 2005-05-01 | 721.6963838172 |
| 2005-06-01 | 725.6966174555 |
| 2005-07-01 | 723.9506159169 |
| 2005-08-01 | 728.9155080660 |
| 2005-09-01 | 732.2792453914 |
| 2005-10-01 | 733.4274298916 |
| 2005-11-01 | 735.5348420251 |
| 2005-12-01 | 737.4183420019 |
| 2006-01-01 | 738.4345455872 |
| 2006-02-01 | 740.4777980744 |
| 2006-03-01 | 741.0800956988 |
| 2006-04-01 | 742.6309487299 |
| 2006-05-01 | 744.2648142562 |
| 2006-06-01 | 746.9512894290 |
| 2006-07-01 | 744.5021922236 |
| 2006-08-01 | 748.7886806188 |
| 2006-09-01 | 751.0552563056 |
| 2006-10-01 | 753.3013085060 |
| 2006-11-01 | 754.6280880320 |
| 2006-12-01 | 756.7356781107 |
| 2007-01-01 | 760.3311290136 |
| 2007-02-01 | 763.4459256975 |
| 2007-03-01 | 765.8291093542 |
| 2007-04-01 | 766.2392964074 |
| 2007-05-01 | 769.0265468375 |
| 2007-06-01 | 770.8375517986 |
| 2007-07-01 | 774.0661260458 |
| 2007-08-01 | 775.6435822429 |
| 2007-09-01 | 779.5034616111 |
| 2007-10-01 | 782.2103192826 |
| 2007-11-01 | 784.9468482992 |
| 2007-12-01 | 786.8234408974 |
| 2008-01-01 | 791.5010531708 |
| 2008-02-01 | 793.8855528669 |
| 2008-03-01 | 795.6602712425 |
| 2008-04-01 | 799.6044781669 |
| 2008-05-01 | 801.7182875956 |
| 2008-06-01 | 804.7090044083 |
| 2008-07-01 | 810.0369853490 |
| 2008-08-01 | 813.0451079309 |
| 2008-09-01 | 816.8869244862 |
| 2008-10-01 | 819.4305745440 |
| 2008-11-01 | 823.0810549740 |
| 2008-12-01 | 825.4969419492 |
| 2009-01-01 | 825.0462488602 |
| 2009-02-01 | 827.4727017871 |
| 2009-03-01 | 830.4499592079 |
| 2009-04-01 | 831.8363284037 |
| 2009-05-01 | 835.0119689685 |
| 2009-06-01 | 837.3825775143 |
| 2009-07-01 | 840.1761974775 |
| 2009-08-01 | 839.2341350130 |
| 2009-09-01 | 839.1189606393 |
| 2009-10-01 | 842.3460731022 |
| 2009-11-01 | 840.9797684265 |
| 2009-12-01 | 841.1570901958 |
| 2010-01-01 | 839.1431904740 |
| 2010-02-01 | 836.0478125634 |
| 2010-03-01 | 837.5758404900 |
| 2010-04-01 | 840.2202664110 |
| 2010-05-01 | 838.3734665287 |
| 2010-06-01 | 839.3244543381 |
| 2010-07-01 | 838.5619423180 |
| 2010-08-01 | 840.4369757651 |
| 2010-09-01 | 843.0551485312 |
| 2010-10-01 | 843.3427510693 |
| 2010-11-01 | 844.4979977329 |
| 2010-12-01 | 845.2106849331 |
| 2011-01-01 | 847.9847710424 |
| 2011-02-01 | 849.0875396527 |
| 2011-03-01 | 850.9754728981 |
| 2011-04-01 | 847.9075974176 |
| 2011-05-01 | 847.1131404878 |
| 2011-06-01 | 847.5208782053 |
| 2011-07-01 | 847.2019355225 |
| 2011-08-01 | 846.8958813481 |
| 2011-09-01 | 849.8915526697 |
| 2011-10-01 | 851.8430873042 |
| 2011-11-01 | 854.6615195026 |
| 2011-12-01 | 858.4130141813 |
| 2012-01-01 | 861.4766103824 |
| 2012-02-01 | 866.6456684529 |
| 2012-03-01 | 869.4786326391 |
| 2012-04-01 | 873.1085824403 |
| 2012-05-01 | 876.7924523480 |
| 2012-06-01 | 879.8594781449 |
| 2012-07-01 | 880.6978703006 |
| 2012-08-01 | 884.8469555779 |
| 2012-09-01 | 883.7181465298 |
| 2012-10-01 | 884.4532566351 |
| 2012-11-01 | 886.2467776494 |
| 2012-12-01 | 888.5539434918 |
| 2013-01-01 | 877.3993151553 |
| 2013-02-01 | 878.5303749928 |
| 2013-03-01 | 881.3434990530 |
| 2013-04-01 | 890.9942306017 |
| 2013-05-01 | 890.2067682414 |
| 2013-06-01 | 889.2367114381 |
| 2013-07-01 | 891.0760166574 |
| 2013-08-01 | 893.5236416816 |
| 2013-09-01 | 893.5180370861 |
| 2013-10-01 | 894.7195147852 |
| 2013-11-01 | 896.6060327411 |
| 2013-12-01 | 900.4460652576 |
| 2014-01-01 | 902.2792748365 |
| 2014-02-01 | 903.8326601153 |
| 2014-03-01 | 906.3469026980 |
| 2014-04-01 | 906.7937494288 |
| 2014-05-01 | 908.5206260572 |
| 2014-06-01 | 910.2466619299 |
| 2014-07-01 | 911.1802063495 |
| 2014-08-01 | 918.4744689986 |
| 2014-09-01 | 920.9044275154 |
| 2014-10-01 | 922.6862642433 |
| 2014-11-01 | 924.0688014425 |
| 2014-12-01 | 923.8287056569 |
| 2015-01-01 | 925.1604698337 |
| 2015-02-01 | 929.0964460668 |
| 2015-03-01 | 930.3475358860 |
| 2015-04-01 | 932.4852938840 |
| 2015-05-01 | 935.3249564295 |
| 2015-06-01 | 936.6681749262 |
| 2015-07-01 | 944.8120975699 |
| 2015-08-01 | 947.0945031760 |
| 2015-09-01 | 951.0697252465 |
| 2015-10-01 | 954.5481213816 |
| 2015-11-01 | 957.3742393842 |
| 2015-12-01 | 959.9588258328 |
| 2016-01-01 | 961.1125972837 |
| 2016-02-01 | 962.9698362032 |
| 2016-03-01 | 964.5563901775 |
| 2016-04-01 | 971.4281049630 |
| 2016-05-01 | 973.1099809884 |
| 2016-06-01 | 975.0811822183 |
| 2016-07-01 | 976.7000179402 |
| 2016-08-01 | 976.2130160186 |
| 2016-09-01 | 978.5994030940 |
| 2016-10-01 | 987.9008375962 |
| 2016-11-01 | 990.0381501168 |
| 2016-12-01 | 992.9660226699 |
| 2017-01-01 | 996.6158283000 |
| 2017-02-01 | 998.1214944286 |
| 2017-03-01 | 1003.4733779850 |
| 2017-04-01 | 1005.0262850387 |
| 2017-05-01 | 1009.9163173861 |
| 2017-06-01 | 1011.5327023733 |
| 2017-07-01 | 1015.5460270091 |
| 2017-08-01 | 1017.2268557649 |
| 2017-09-01 | 1022.6781351279 |
| 2017-10-01 | 1025.1265642282 |
| 2017-11-01 | 1026.6092641931 |
| 2017-12-01 | 1026.9236395505 |
| 2018-01-01 | 1036.3866649853 |
| 2018-02-01 | 1036.6841243191 |
| 2018-03-01 | 1038.5895187347 |
| 2018-04-01 | 1036.6186357258 |
| 2018-05-01 | 1037.2504306380 |
| 2018-06-01 | 1041.3689365883 |
| 2018-07-01 | 1041.1490003890 |
| 2018-08-01 | 1047.1690594151 |
| 2018-09-01 | 1045.9866552288 |
| 2018-10-01 | 1047.2485332368 |
| 2018-11-01 | 1048.8677614851 |
| 2018-12-01 | 1052.8429971090 |
| 2019-01-01 | 1055.8987194131 |
| 2019-02-01 | 1061.2986087655 |
| 2019-03-01 | 1062.8668899614 |
| 2019-04-01 | 1065.2402368776 |
| 2019-05-01 | 1066.5990119519 |
| 2019-06-01 | 1069.8038982422 |
| 2019-07-01 | 1073.9783767736 |
| 2019-08-01 | 1075.7202766892 |
| 2019-09-01 | 1081.3857936720 |
| 2019-10-01 | 1082.4439956140 |
| 2019-11-01 | 1086.0379591345 |
| 2019-12-01 | 1089.2969776479 |
| 2020-01-01 | 1093.6581331798 |
| 2020-02-01 | 1098.9227877927 |
| 2020-03-01 | 1093.2702457548 |
| 2020-04-01 | 986.8155507840 |
| 2020-05-01 | 1001.8044496895 |
| 2020-06-01 | 1027.6498975498 |
| 2020-07-01 | 1030.0236373618 |
| 2020-08-01 | 1035.3809120313 |
| 2020-09-01 | 1039.4355501900 |
| 2020-10-01 | 1047.7267148781 |
| 2020-11-01 | 1052.2371158472 |
| 2020-12-01 | 1056.5894494037 |
| 2021-01-01 | 1056.4088759367 |
| 2021-02-01 | 1061.5821292833 |
| 2021-03-01 | 1067.5401025524 |
| 2021-04-01 | 1075.2306306024 |
| 2021-05-01 | 1080.8861824605 |
| 2021-06-01 | 1083.5602131293 |
| 2021-07-01 | 1087.7060541989 |
| 2021-08-01 | 1090.0438733142 |
| 2021-09-01 | 1084.1076146765 |
| 2021-10-01 | 1092.5043451035 |
| 2021-11-01 | 1096.6804498501 |
| 2021-12-01 | 1099.3153307068 |
| 2022-01-01 | 1094.7825051876 |
| 2022-02-01 | 1100.1998465939 |
| 2022-03-01 | 1108.3276527262 |
| 2022-04-01 | 1111.8919751036 |
| 2022-05-01 | 1114.4051582163 |
| 2022-06-01 | 1118.5402497923 |
| 2022-07-01 | 1120.5112361389 |
| 2022-08-01 | 1124.5030111769 |
| 2022-09-01 | 1130.7051414396 |
| 2022-10-01 | 1133.9613763985 |
| 2022-11-01 | 1137.6936146121 |
| 2022-12-01 | 1143.3267847049 |
| 2023-01-01 | 1148.3204800591 |
| 2023-02-01 | 1153.6039438832 |
| 2023-03-01 | 1157.5902185404 |
| 2023-04-01 | 1165.3293274455 |
| 2023-05-01 | 1175.7414305203 |
| 2023-06-01 | 1177.5246514988 |
| 2023-07-01 | 1185.8855361444 |
| 2023-08-01 | 1191.7781177460 |
| 2023-09-01 | 1202.5311247006 |
| 2023-10-01 | 1200.3954217292 |
| 2023-11-01 | 1204.6276406350 |
| 2023-12-01 | 1213.2393750289 |
| 2024-01-01 | 1223.5544855746 |
| 2024-02-01 | 1222.4379506344 |
| 2024-03-01 | 1225.4659357466 |
| 2024-04-01 | 1224.8627477558 |
| 2024-05-01 | 1226.9908817851 |
| 2024-06-01 | 1230.4392096040 |
| 2024-07-01 | 1242.0872470394 |
| 2024-08-01 | 1247.8439260732 |
| 2024-09-01 | 1252.1448231076 |
| 2024-10-01 | 1257.7278131307 |
| 2024-11-01 | 1261.9174876370 |
| 2024-12-01 | 1261.1185074636 |
| 2025-01-01 | 1267.8629814711 |
| 2025-02-01 | 1274.6095042102 |
| 2025-03-01 | 1277.2581346237 |
| 2025-04-01 | 1287.4715996777 |
| 2025-05-01 | 1290.1474828196 |
| 2025-06-01 | 1290.6672926171 |
| 2025-07-01 | 1289.9468115265 |
| 2025-08-01 | 1296.7377094727 |
| 2025-09-01 | 1298.0025745043 |
| 2025-10-01 | 1303.5763292192 |
| 2025-11-01 | 1308.1951307607 |
| 2025-12-01 | 1310.5730712762 |
| 2026-01-01 | 1319.4693514665 |
| 2026-02-01 | 1299.2588150811 |
| 2026-03-01 | 1325.0610903797 |
| 2026-04-01 | 1324.9991738254 |
| 2026-05-01 | 1325.4200677738 |
| 2026-06-01 | 1341.9066850700 |
| 2026-07-01 | 1340.6107227510 |
| 2026-08-01 | 1341.2403321581 |
| 2026-09-01 | 1347.7081697976 |