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 2026-07-01 |
| Last Updated | 2026-08-21 7:25 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 | 484.686727462291 |
| 1990-02-01 | 485.728282926932 |
| 1990-03-01 | 486.997862733429 |
| 1990-04-01 | 490.036275824510 |
| 1990-05-01 | 490.370562457279 |
| 1990-06-01 | 492.309836912926 |
| 1990-07-01 | 485.507473308350 |
| 1990-08-01 | 488.369552424861 |
| 1990-09-01 | 485.561614526217 |
| 1990-10-01 | 491.613384773044 |
| 1990-11-01 | 492.917297085065 |
| 1990-12-01 | 493.720411373731 |
| 1991-01-01 | 480.564198972189 |
| 1991-02-01 | 480.855679431824 |
| 1991-03-01 | 480.240874174466 |
| 1991-04-01 | 483.208842733158 |
| 1991-05-01 | 483.387432191375 |
| 1991-06-01 | 483.815890980454 |
| 1991-07-01 | 483.988226106984 |
| 1991-08-01 | 484.086342969877 |
| 1991-09-01 | 478.862226526631 |
| 1991-10-01 | 493.117355817530 |
| 1991-11-01 | 492.785824934357 |
| 1991-12-01 | 492.455601953892 |
| 1992-01-01 | 477.537079943548 |
| 1992-02-01 | 480.735012107349 |
| 1992-03-01 | 482.317969557428 |
| 1992-04-01 | 481.366687690524 |
| 1992-05-01 | 480.866945386337 |
| 1992-06-01 | 480.925574265280 |
| 1992-07-01 | 482.531065057037 |
| 1992-08-01 | 482.807991629782 |
| 1992-09-01 | 484.444951977831 |
| 1992-10-01 | 477.958417721451 |
| 1992-11-01 | 476.927379013278 |
| 1992-12-01 | 477.858893393690 |
| 1993-01-01 | 480.028533984283 |
| 1993-02-01 | 477.340623982764 |
| 1993-03-01 | 476.401639373682 |
| 1993-04-01 | 472.933218837412 |
| 1993-05-01 | 472.324068951656 |
| 1993-06-01 | 475.230934707368 |
| 1993-07-01 | 479.798190957521 |
| 1993-08-01 | 479.274519291338 |
| 1993-09-01 | 479.735477613497 |
| 1993-10-01 | 479.270829923541 |
| 1993-11-01 | 480.520001647939 |
| 1993-12-01 | 482.921373461794 |
| 1994-01-01 | 482.428144361021 |
| 1994-02-01 | 481.863239221428 |
| 1994-03-01 | 483.866992015101 |
| 1994-04-01 | 483.277175360363 |
| 1994-05-01 | 484.299983245465 |
| 1994-06-01 | 487.199575973634 |
| 1994-07-01 | 486.808350935656 |
| 1994-08-01 | 488.009566783224 |
| 1994-09-01 | 488.935196279133 |
| 1994-10-01 | 488.838164474325 |
| 1994-11-01 | 490.995903807830 |
| 1994-12-01 | 491.071380380063 |
| 1995-01-01 | 490.553077359670 |
| 1995-02-01 | 489.251264299909 |
| 1995-03-01 | 488.557227312541 |
| 1995-04-01 | 492.236733479110 |
| 1995-05-01 | 494.190726351138 |
| 1995-06-01 | 494.826781936779 |
| 1995-07-01 | 494.782477198052 |
| 1995-08-01 | 494.846957914977 |
| 1995-09-01 | 497.179354690461 |
| 1995-10-01 | 499.978874742720 |
| 1995-11-01 | 502.532760276934 |
| 1995-12-01 | 504.424415450774 |
| 1996-01-01 | 504.789566137452 |
| 1996-02-01 | 507.549475353072 |
| 1996-03-01 | 509.600094962130 |
| 1996-04-01 | 516.427817991043 |
| 1996-05-01 | 516.981358186994 |
| 1996-06-01 | 517.201867769793 |
| 1996-07-01 | 520.989035892521 |
| 1996-08-01 | 521.224796200809 |
| 1996-09-01 | 521.274732850011 |
| 1996-10-01 | 519.239234336372 |
| 1996-11-01 | 521.096480982154 |
| 1996-12-01 | 522.353854128041 |
| 1997-01-01 | 522.965279770740 |
| 1997-02-01 | 524.876481888713 |
| 1997-03-01 | 525.433588534499 |
| 1997-04-01 | 525.249299037392 |
| 1997-05-01 | 525.394173094698 |
| 1997-06-01 | 528.582494159995 |
| 1997-07-01 | 527.288371398826 |
| 1997-08-01 | 530.147552980602 |
| 1997-09-01 | 526.906598174018 |
| 1997-10-01 | 529.574901759787 |
| 1997-11-01 | 528.499857382763 |
| 1997-12-01 | 529.359569585984 |
| 1998-01-01 | 534.560862980898 |
| 1998-02-01 | 535.600470658064 |
| 1998-03-01 | 535.809226266804 |
| 1998-04-01 | 546.055603592337 |
| 1998-05-01 | 551.478311625732 |
| 1998-06-01 | 553.040801458433 |
| 1998-07-01 | 548.423440588770 |
| 1998-08-01 | 548.957658155829 |
| 1998-09-01 | 552.822163374411 |
| 1998-10-01 | 553.269307062300 |
| 1998-11-01 | 555.325985387273 |
| 1998-12-01 | 554.538453074507 |
| 1999-01-01 | 558.144917296368 |
| 1999-02-01 | 559.079018577539 |
| 1999-03-01 | 558.966470403490 |
| 1999-04-01 | 557.600984313863 |
| 1999-05-01 | 556.346506109345 |
| 1999-06-01 | 556.968802885263 |
| 1999-07-01 | 559.833311954585 |
| 1999-08-01 | 557.978415124355 |
| 1999-09-01 | 563.475131119706 |
| 1999-10-01 | 566.228526818135 |
| 1999-11-01 | 567.860903488464 |
| 1999-12-01 | 568.868170774197 |
| 2000-01-01 | 570.780559756587 |
| 2000-02-01 | 571.540737796527 |
| 2000-03-01 | 572.888262443339 |
| 2000-04-01 | 576.304653202430 |
| 2000-05-01 | 576.412433707979 |
| 2000-06-01 | 577.680683536573 |
| 2000-07-01 | 578.561408086876 |
| 2000-08-01 | 580.468488153431 |
| 2000-09-01 | 582.076189296267 |
| 2000-10-01 | 581.654324456173 |
| 2000-11-01 | 583.399271663986 |
| 2000-12-01 | 587.374545713287 |
| 2001-01-01 | 588.377625905084 |
| 2001-02-01 | 592.846687496802 |
| 2001-03-01 | 596.858786334129 |
| 2001-04-01 | 598.254653320746 |
| 2001-05-01 | 601.545832150636 |
| 2001-06-01 | 604.301285125034 |
| 2001-07-01 | 608.542486817148 |
| 2001-08-01 | 611.684572565516 |
| 2001-09-01 | 612.772384364700 |
| 2001-10-01 | 618.941632487108 |
| 2001-11-01 | 621.669618965222 |
| 2001-12-01 | 624.449649177424 |
| 2002-01-01 | 624.412252304265 |
| 2002-02-01 | 626.334263536648 |
| 2002-03-01 | 627.754204475658 |
| 2002-04-01 | 634.591431643592 |
| 2002-05-01 | 638.277262322479 |
| 2002-06-01 | 640.753534020611 |
| 2002-07-01 | 642.519704979147 |
| 2002-08-01 | 644.878547391664 |
| 2002-09-01 | 647.333336101196 |
| 2002-10-01 | 650.872051619271 |
| 2002-11-01 | 654.149298513110 |
| 2002-12-01 | 655.959281873395 |
| 2003-01-01 | 655.853783528510 |
| 2003-02-01 | 658.876955938612 |
| 2003-03-01 | 661.821557545405 |
| 2003-04-01 | 667.927613237473 |
| 2003-05-01 | 671.788098290119 |
| 2003-06-01 | 675.366197926880 |
| 2003-07-01 | 678.875542505270 |
| 2003-08-01 | 681.512349503225 |
| 2003-09-01 | 683.530936728859 |
| 2003-10-01 | 686.859530029647 |
| 2003-11-01 | 689.043732035470 |
| 2003-12-01 | 691.937920543814 |
| 2004-01-01 | 693.401410558442 |
| 2004-02-01 | 695.681019541193 |
| 2004-03-01 | 697.110517185948 |
| 2004-04-01 | 697.488839337305 |
| 2004-05-01 | 697.711782069393 |
| 2004-06-01 | 699.010718582598 |
| 2004-07-01 | 700.563189580700 |
| 2004-08-01 | 703.425044551434 |
| 2004-09-01 | 704.142649941006 |
| 2004-10-01 | 705.355854606540 |
| 2004-11-01 | 706.575882365223 |
| 2004-12-01 | 708.569837464513 |
| 2005-01-01 | 711.540979453721 |
| 2005-02-01 | 712.406093403552 |
| 2005-03-01 | 713.589217806067 |
| 2005-04-01 | 718.546875183064 |
| 2005-05-01 | 721.696358307858 |
| 2005-06-01 | 725.696626481452 |
| 2005-07-01 | 723.950595874996 |
| 2005-08-01 | 728.915476226043 |
| 2005-09-01 | 732.279199246765 |
| 2005-10-01 | 733.427372544205 |
| 2005-11-01 | 735.534797422627 |
| 2005-12-01 | 737.418295383301 |
| 2006-01-01 | 738.434599380279 |
| 2006-02-01 | 740.477836608408 |
| 2006-03-01 | 741.080206451641 |
| 2006-04-01 | 742.630978506788 |
| 2006-05-01 | 744.264836047349 |
| 2006-06-01 | 746.951310639919 |
| 2006-07-01 | 744.502220327386 |
| 2006-08-01 | 748.788671423612 |
| 2006-09-01 | 751.055238952862 |
| 2006-10-01 | 753.301049968612 |
| 2006-11-01 | 754.628058114911 |
| 2006-12-01 | 756.735606217397 |
| 2007-01-01 | 760.331106984955 |
| 2007-02-01 | 763.446089295507 |
| 2007-03-01 | 765.829118868526 |
| 2007-04-01 | 766.239565130723 |
| 2007-05-01 | 769.026584068976 |
| 2007-06-01 | 770.837571094431 |
| 2007-07-01 | 774.066212464481 |
| 2007-08-01 | 775.643583718091 |
| 2007-09-01 | 779.503412841663 |
| 2007-10-01 | 782.209751362918 |
| 2007-11-01 | 784.946752585134 |
| 2007-12-01 | 786.823293476244 |
| 2008-01-01 | 791.501007491503 |
| 2008-02-01 | 793.885909630768 |
| 2008-03-01 | 795.660333056033 |
| 2008-04-01 | 799.605052414471 |
| 2008-05-01 | 801.718373180291 |
| 2008-06-01 | 804.709057854122 |
| 2008-07-01 | 810.037129524360 |
| 2008-08-01 | 813.045063946699 |
| 2008-09-01 | 816.886747720300 |
| 2008-10-01 | 819.429524675467 |
| 2008-11-01 | 823.080742590272 |
| 2008-12-01 | 825.496673386216 |
| 2009-01-01 | 825.046234107312 |
| 2009-02-01 | 827.473405244770 |
| 2009-03-01 | 830.450229101837 |
| 2009-04-01 | 831.837336870596 |
| 2009-05-01 | 835.012158052055 |
| 2009-06-01 | 837.382717850868 |
| 2009-07-01 | 840.176365602774 |
| 2009-08-01 | 839.234023660381 |
| 2009-09-01 | 839.118514811579 |
| 2009-10-01 | 842.344574102702 |
| 2009-11-01 | 840.978874502970 |
| 2009-12-01 | 841.155951420452 |
| 2010-01-01 | 839.144018774525 |
| 2010-02-01 | 836.049087138890 |
| 2010-03-01 | 837.576528425848 |
| 2010-04-01 | 840.221573478979 |
| 2010-05-01 | 838.373841297756 |
| 2010-06-01 | 839.324657307127 |
| 2010-07-01 | 838.562021165444 |
| 2010-08-01 | 840.436731327583 |
| 2010-09-01 | 843.054399315195 |
| 2010-10-01 | 843.340802381682 |
| 2010-11-01 | 844.496487890880 |
| 2010-12-01 | 845.208691308258 |
| 2011-01-01 | 847.986495653734 |
| 2011-02-01 | 849.089463495455 |
| 2011-03-01 | 850.976603966254 |
| 2011-04-01 | 847.909209540265 |
| 2011-05-01 | 847.113679465552 |
| 2011-06-01 | 847.521131354356 |
| 2011-07-01 | 847.201748882337 |
| 2011-08-01 | 846.895520431865 |
| 2011-09-01 | 849.890501653280 |
| 2011-10-01 | 851.840953840855 |
| 2011-11-01 | 854.659428282772 |
| 2011-12-01 | 858.410180552184 |
| 2012-01-01 | 861.479292590109 |
| 2012-02-01 | 866.648084961755 |
| 2012-03-01 | 869.480226460618 |
| 2012-04-01 | 873.110250560905 |
| 2012-05-01 | 876.793141745630 |
| 2012-06-01 | 879.859704413251 |
| 2012-07-01 | 880.697362601994 |
| 2012-08-01 | 884.846448829377 |
| 2012-09-01 | 883.716902126176 |
| 2012-10-01 | 884.451131771983 |
| 2012-11-01 | 886.244463793957 |
| 2012-12-01 | 888.551004123549 |
| 2013-01-01 | 877.402152567608 |
| 2013-02-01 | 878.532820157464 |
| 2013-03-01 | 881.345377812538 |
| 2013-04-01 | 890.995758167498 |
| 2013-05-01 | 890.207476900123 |
| 2013-06-01 | 889.236892593995 |
| 2013-07-01 | 891.075282538288 |
| 2013-08-01 | 893.523163790730 |
| 2013-09-01 | 893.516827012488 |
| 2013-10-01 | 894.717759022479 |
| 2013-11-01 | 896.603848483505 |
| 2013-12-01 | 900.443154154343 |
| 2014-01-01 | 902.282146508023 |
| 2014-02-01 | 903.834858155368 |
| 2014-03-01 | 906.348789645107 |
| 2014-04-01 | 906.794915615137 |
| 2014-05-01 | 908.521252768410 |
| 2014-06-01 | 910.246723202312 |
| 2014-07-01 | 911.179446922500 |
| 2014-08-01 | 918.474082801259 |
| 2014-09-01 | 920.903462221685 |
| 2014-10-01 | 922.684950392098 |
| 2014-11-01 | 924.067293026598 |
| 2014-12-01 | 923.826397744039 |
| 2015-01-01 | 925.162216838504 |
| 2015-02-01 | 929.098119269546 |
| 2015-03-01 | 930.349144687138 |
| 2015-04-01 | 932.486214465193 |
| 2015-05-01 | 935.325472520574 |
| 2015-06-01 | 936.668273913527 |
| 2015-07-01 | 944.811474867208 |
| 2015-08-01 | 947.094294029980 |
| 2015-09-01 | 951.069009146807 |
| 2015-10-01 | 954.547234063035 |
| 2015-11-01 | 957.373426380255 |
| 2015-12-01 | 959.957139006526 |
| 2016-01-01 | 961.113161183377 |
| 2016-02-01 | 962.970934243185 |
| 2016-03-01 | 964.557638039308 |
| 2016-04-01 | 971.428843640696 |
| 2016-05-01 | 973.110544541479 |
| 2016-06-01 | 975.081489461772 |
| 2016-07-01 | 976.699730849081 |
| 2016-08-01 | 976.212761587856 |
| 2016-09-01 | 978.598562857933 |
| 2016-10-01 | 987.900027915165 |
| 2016-11-01 | 990.037885746349 |
| 2016-12-01 | 992.965081384588 |
| 2017-01-01 | 996.615334315907 |
| 2017-02-01 | 998.122895306851 |
| 2017-03-01 | 1003.473993404610 |
| 2017-04-01 | 1005.026518632910 |
| 2017-05-01 | 1009.917740404200 |
| 2017-06-01 | 1011.533467178710 |
| 2017-07-01 | 1015.546001124020 |
| 2017-08-01 | 1017.226309802970 |
| 2017-09-01 | 1022.676895597830 |
| 2017-10-01 | 1025.125148954880 |
| 2017-11-01 | 1026.608060882950 |
| 2017-12-01 | 1026.921315171860 |
| 2018-01-01 | 1036.389912772380 |
| 2018-02-01 | 1036.684617062760 |
| 2018-03-01 | 1038.589139271370 |
| 2018-04-01 | 1036.619367618050 |
| 2018-05-01 | 1037.254148397570 |
| 2018-06-01 | 1041.371071897880 |
| 2018-07-01 | 1041.149580504780 |
| 2018-08-01 | 1047.167910783730 |
| 2018-09-01 | 1045.981709574600 |
| 2018-10-01 | 1047.245776115910 |
| 2018-11-01 | 1048.864400168890 |
| 2018-12-01 | 1052.837638177300 |
| 2019-01-01 | 1055.908274662760 |
| 2019-02-01 | 1061.299251913710 |
| 2019-03-01 | 1062.865319243740 |
| 2019-04-01 | 1065.242853397910 |
| 2019-05-01 | 1066.607303891330 |
| 2019-06-01 | 1069.808835638390 |
| 2019-07-01 | 1073.979126176590 |
| 2019-08-01 | 1075.716923995750 |
| 2019-09-01 | 1081.374915580400 |
| 2019-10-01 | 1082.438752418310 |
| 2019-11-01 | 1086.030992808540 |
| 2019-12-01 | 1089.287659542310 |
| 2020-01-01 | 1093.676179612580 |
| 2020-02-01 | 1098.923250190200 |
| 2020-03-01 | 1093.264026605880 |
| 2020-04-01 | 986.812069615731 |
| 2020-05-01 | 1001.845281964150 |
| 2020-06-01 | 1027.649211703100 |
| 2020-07-01 | 1030.021238608970 |
| 2020-08-01 | 1035.376382276270 |
| 2020-09-01 | 1039.410304850380 |
| 2020-10-01 | 1047.717848449110 |
| 2020-11-01 | 1052.218164238950 |
| 2020-12-01 | 1056.573226937000 |
| 2021-01-01 | 1056.441020815570 |
| 2021-02-01 | 1061.585152631070 |
| 2021-03-01 | 1067.537793599330 |
| 2021-04-01 | 1075.233221308590 |
| 2021-05-01 | 1080.978213441580 |
| 2021-06-01 | 1083.546695461820 |
| 2021-07-01 | 1087.696693755130 |
| 2021-08-01 | 1090.026927136360 |
| 2021-09-01 | 1084.054629676880 |
| 2021-10-01 | 1092.478989685960 |
| 2021-11-01 | 1096.640578859620 |
| 2021-12-01 | 1099.288770675890 |
| 2022-01-01 | 1094.829586197950 |
| 2022-02-01 | 1100.215735206960 |
| 2022-03-01 | 1108.351749711940 |
| 2022-04-01 | 1111.927176480470 |
| 2022-05-01 | 1114.566022487200 |
| 2022-06-01 | 1118.512447346280 |
| 2022-07-01 | 1120.490868928560 |
| 2022-08-01 | 1124.443451555190 |
| 2022-09-01 | 1130.593326987830 |
| 2022-10-01 | 1133.896901748460 |
| 2022-11-01 | 1137.618265336140 |
| 2022-12-01 | 1143.286986671340 |
| 2023-01-01 | 1148.379767500000 |
| 2023-02-01 | 1153.646591165700 |
| 2023-03-01 | 1157.683249896780 |
| 2023-04-01 | 1165.475380189140 |
| 2023-05-01 | 1176.015056292310 |
| 2023-06-01 | 1177.414956986820 |
| 2023-07-01 | 1185.953461229690 |
| 2023-08-01 | 1191.480424789750 |
| 2023-09-01 | 1202.346608582060 |
| 2023-10-01 | 1200.279647508890 |
| 2023-11-01 | 1204.519422933050 |
| 2023-12-01 | 1213.191727719830 |
| 2024-01-01 | 1223.621534959590 |
| 2024-02-01 | 1222.545242137550 |
| 2024-03-01 | 1225.678860051280 |
| 2024-04-01 | 1225.160395307970 |
| 2024-05-01 | 1227.414577345320 |
| 2024-06-01 | 1230.314117644460 |
| 2024-07-01 | 1242.250085091890 |
| 2024-08-01 | 1247.034714646790 |
| 2024-09-01 | 1251.882254193450 |
| 2024-10-01 | 1257.573908423120 |
| 2024-11-01 | 1261.789600846790 |
| 2024-12-01 | 1261.083611293730 |
| 2025-01-01 | 1267.960385497340 |
| 2025-02-01 | 1274.800102338980 |
| 2025-03-01 | 1277.612896204990 |
| 2025-04-01 | 1287.960794619970 |
| 2025-05-01 | 1290.723366163620 |
| 2025-06-01 | 1290.533399321670 |
| 2025-07-01 | 1290.246034897090 |
| 2025-08-01 | 1295.266173034980 |
| 2025-09-01 | 1297.661342324680 |
| 2025-10-01 | 1303.405876153380 |
| 2025-11-01 | 1308.073704641560 |
| 2025-12-01 | 1310.566949129080 |
| 2026-01-01 | 1319.606067587290 |
| 2026-02-01 | 1299.541944838780 |
| 2026-03-01 | 1325.554432082350 |
| 2026-04-01 | 1325.641138825130 |
| 2026-05-01 | 1326.098511042250 |
| 2026-06-01 | 1341.858371491390 |
| 2026-07-01 | 1344.031771664980 |