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 2026-06-01 |
| Last Updated | 2026-07-22 10:39 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 | 484.686593863592 |
| 1990-02-01 | 485.728229627411 |
| 1990-03-01 | 486.997793328684 |
| 1990-04-01 | 490.036160812334 |
| 1990-05-01 | 490.370430279612 |
| 1990-06-01 | 492.309729063833 |
| 1990-07-01 | 485.507366670485 |
| 1990-08-01 | 488.369382336864 |
| 1990-09-01 | 485.561546950447 |
| 1990-10-01 | 491.613710830330 |
| 1990-11-01 | 492.917599992607 |
| 1990-12-01 | 493.720732533740 |
| 1991-01-01 | 480.564059131157 |
| 1991-02-01 | 480.855631671646 |
| 1991-03-01 | 480.240808345537 |
| 1991-04-01 | 483.208729627295 |
| 1991-05-01 | 483.387309703032 |
| 1991-06-01 | 483.815793903758 |
| 1991-07-01 | 483.988133110879 |
| 1991-08-01 | 484.086191690298 |
| 1991-09-01 | 478.862167858843 |
| 1991-10-01 | 493.117646665837 |
| 1991-11-01 | 492.786093917955 |
| 1991-12-01 | 492.455895227239 |
| 1992-01-01 | 477.536940041880 |
| 1992-02-01 | 480.734973747543 |
| 1992-03-01 | 482.317920789564 |
| 1992-04-01 | 481.366582425587 |
| 1992-05-01 | 480.866843537645 |
| 1992-06-01 | 480.925495525212 |
| 1992-07-01 | 482.530993424343 |
| 1992-08-01 | 482.807865133266 |
| 1992-09-01 | 484.444902642679 |
| 1992-10-01 | 477.958647221954 |
| 1992-11-01 | 476.927582043484 |
| 1992-12-01 | 477.859123446444 |
| 1993-01-01 | 480.028419564376 |
| 1993-02-01 | 477.340598311551 |
| 1993-03-01 | 476.401613879378 |
| 1993-04-01 | 472.933121779937 |
| 1993-05-01 | 472.323995883148 |
| 1993-06-01 | 475.230876899816 |
| 1993-07-01 | 479.798142214952 |
| 1993-08-01 | 479.274432336362 |
| 1993-09-01 | 479.735438979364 |
| 1993-10-01 | 479.270983749864 |
| 1993-11-01 | 480.520142509462 |
| 1993-12-01 | 482.921544668702 |
| 1994-01-01 | 482.428058254908 |
| 1994-02-01 | 481.863238835587 |
| 1994-03-01 | 483.866999280464 |
| 1994-04-01 | 483.277083734475 |
| 1994-05-01 | 484.299932360817 |
| 1994-06-01 | 487.199533188929 |
| 1994-07-01 | 486.808318635901 |
| 1994-08-01 | 488.009507847519 |
| 1994-09-01 | 488.935167036753 |
| 1994-10-01 | 488.838242666464 |
| 1994-11-01 | 490.995982911616 |
| 1994-12-01 | 491.071497016032 |
| 1995-01-01 | 490.553044866446 |
| 1995-02-01 | 489.251295866613 |
| 1995-03-01 | 488.557285204861 |
| 1995-04-01 | 492.236607172324 |
| 1995-05-01 | 494.190710305704 |
| 1995-06-01 | 494.826738014260 |
| 1995-07-01 | 494.782439133815 |
| 1995-08-01 | 494.846921408935 |
| 1995-09-01 | 497.179334549513 |
| 1995-10-01 | 499.978890887923 |
| 1995-11-01 | 502.532801031860 |
| 1995-12-01 | 504.424497014236 |
| 1996-01-01 | 504.789583828818 |
| 1996-02-01 | 507.549537618090 |
| 1996-03-01 | 509.600202778841 |
| 1996-04-01 | 516.427656045322 |
| 1996-05-01 | 516.981365579692 |
| 1996-06-01 | 517.201810098755 |
| 1996-07-01 | 520.988976683996 |
| 1996-08-01 | 521.224756694869 |
| 1996-09-01 | 521.274715362645 |
| 1996-10-01 | 519.239228193151 |
| 1996-11-01 | 521.096505456940 |
| 1996-12-01 | 522.353913723953 |
| 1997-01-01 | 522.965344175271 |
| 1997-02-01 | 524.876570073223 |
| 1997-03-01 | 525.433731361308 |
| 1997-04-01 | 525.249100333243 |
| 1997-05-01 | 525.394201691962 |
| 1997-06-01 | 528.582418860165 |
| 1997-07-01 | 527.288288788775 |
| 1997-08-01 | 530.147510377566 |
| 1997-09-01 | 526.906581566337 |
| 1997-10-01 | 529.574895260659 |
| 1997-11-01 | 528.499882980131 |
| 1997-12-01 | 529.359620613223 |
| 1998-01-01 | 534.560940057941 |
| 1998-02-01 | 535.600571343488 |
| 1998-03-01 | 535.809366928518 |
| 1998-04-01 | 546.055413803222 |
| 1998-05-01 | 551.478336799094 |
| 1998-06-01 | 553.040716422914 |
| 1998-07-01 | 548.423350057827 |
| 1998-08-01 | 548.957613333051 |
| 1998-09-01 | 552.822145705924 |
| 1998-10-01 | 553.269304990185 |
| 1998-11-01 | 555.326011703380 |
| 1998-12-01 | 554.538502269216 |
| 1999-01-01 | 558.144993286405 |
| 1999-02-01 | 559.079118852720 |
| 1999-03-01 | 558.966603280871 |
| 1999-04-01 | 557.600806985919 |
| 1999-05-01 | 556.346533856428 |
| 1999-06-01 | 556.968722164268 |
| 1999-07-01 | 559.833225915842 |
| 1999-08-01 | 557.978377231991 |
| 1999-09-01 | 563.475118551256 |
| 1999-10-01 | 566.228530681444 |
| 1999-11-01 | 567.860926607386 |
| 1999-12-01 | 568.868211896644 |
| 2000-01-01 | 570.780622204664 |
| 2000-02-01 | 571.540810806696 |
| 2000-03-01 | 572.888356509351 |
| 2000-04-01 | 576.304536923219 |
| 2000-05-01 | 576.412444947068 |
| 2000-06-01 | 577.680620644877 |
| 2000-07-01 | 578.561344559522 |
| 2000-08-01 | 580.468460445491 |
| 2000-09-01 | 582.076178269974 |
| 2000-10-01 | 581.654331071423 |
| 2000-11-01 | 583.399288322835 |
| 2000-12-01 | 587.374573031729 |
| 2001-01-01 | 588.377670436761 |
| 2001-02-01 | 592.846731923194 |
| 2001-03-01 | 596.858843569557 |
| 2001-04-01 | 598.254589918571 |
| 2001-05-01 | 601.545832516412 |
| 2001-06-01 | 604.301246060493 |
| 2001-07-01 | 608.542448678524 |
| 2001-08-01 | 611.684555920253 |
| 2001-09-01 | 612.772376411013 |
| 2001-10-01 | 618.941637948012 |
| 2001-11-01 | 621.669628527006 |
| 2001-12-01 | 624.449664285274 |
| 2002-01-01 | 624.412280748982 |
| 2002-02-01 | 626.334280524701 |
| 2002-03-01 | 627.754222986321 |
| 2002-04-01 | 634.591425076447 |
| 2002-05-01 | 638.277247956212 |
| 2002-06-01 | 640.753517836783 |
| 2002-07-01 | 642.519691125161 |
| 2002-08-01 | 644.878538924169 |
| 2002-09-01 | 647.333327181790 |
| 2002-10-01 | 650.872053250158 |
| 2002-11-01 | 654.149301771740 |
| 2002-12-01 | 655.959285312538 |
| 2003-01-01 | 655.853799668869 |
| 2003-02-01 | 658.876962633707 |
| 2003-03-01 | 661.821571914536 |
| 2003-04-01 | 667.927608585917 |
| 2003-05-01 | 671.788091844195 |
| 2003-06-01 | 675.366192553898 |
| 2003-07-01 | 678.875536826603 |
| 2003-08-01 | 681.512345787476 |
| 2003-09-01 | 683.530930896441 |
| 2003-10-01 | 686.859529463528 |
| 2003-11-01 | 689.043731540011 |
| 2003-12-01 | 691.937919218374 |
| 2004-01-01 | 693.401420494405 |
| 2004-02-01 | 695.681021460344 |
| 2004-03-01 | 697.110529138110 |
| 2004-04-01 | 697.488835834329 |
| 2004-05-01 | 697.711778884092 |
| 2004-06-01 | 699.010717928808 |
| 2004-07-01 | 700.563186956919 |
| 2004-08-01 | 703.425042391178 |
| 2004-09-01 | 704.142646176194 |
| 2004-10-01 | 705.355853014148 |
| 2004-11-01 | 706.575880729167 |
| 2004-12-01 | 708.569835838079 |
| 2005-01-01 | 711.540985581361 |
| 2005-02-01 | 712.406094841081 |
| 2005-03-01 | 713.589226257051 |
| 2005-04-01 | 718.546873402301 |
| 2005-05-01 | 721.696356540960 |
| 2005-06-01 | 725.696626653542 |
| 2005-07-01 | 723.950594237036 |
| 2005-08-01 | 728.915474464401 |
| 2005-09-01 | 732.279197199349 |
| 2005-10-01 | 733.427370309365 |
| 2005-11-01 | 735.534795713224 |
| 2005-12-01 | 737.418293774350 |
| 2006-01-01 | 738.434602341672 |
| 2006-02-01 | 740.477838221579 |
| 2006-03-01 | 741.080211767989 |
| 2006-04-01 | 742.630979068966 |
| 2006-05-01 | 744.264836161662 |
| 2006-06-01 | 746.951311544531 |
| 2006-07-01 | 744.502220544738 |
| 2006-08-01 | 748.788670730241 |
| 2006-09-01 | 751.055238128804 |
| 2006-10-01 | 753.301041405857 |
| 2006-11-01 | 754.628057103225 |
| 2006-12-01 | 756.735604000241 |
| 2007-01-01 | 760.331106519563 |
| 2007-02-01 | 763.446095105242 |
| 2007-03-01 | 765.829119544974 |
| 2007-04-01 | 766.239573631410 |
| 2007-05-01 | 769.026585078169 |
| 2007-06-01 | 770.837572080777 |
| 2007-07-01 | 774.066214908551 |
| 2007-08-01 | 775.643583634204 |
| 2007-09-01 | 779.503411172119 |
| 2007-10-01 | 782.209732777873 |
| 2007-11-01 | 784.946749447760 |
| 2007-12-01 | 786.823288700505 |
| 2008-01-01 | 791.501006026601 |
| 2008-02-01 | 793.885921694876 |
| 2008-03-01 | 795.660334931684 |
| 2008-04-01 | 799.605070746485 |
| 2008-05-01 | 801.718376062743 |
| 2008-06-01 | 804.709060017606 |
| 2008-07-01 | 810.037134105033 |
| 2008-08-01 | 813.045062657207 |
| 2008-09-01 | 816.886741839585 |
| 2008-10-01 | 819.429490253078 |
| 2008-11-01 | 823.080732267855 |
| 2008-12-01 | 825.496664531141 |
| 2009-01-01 | 825.046233513471 |
| 2009-02-01 | 827.473428801927 |
| 2009-03-01 | 830.450237549203 |
| 2009-04-01 | 831.837369553460 |
| 2009-05-01 | 835.012164798066 |
| 2009-06-01 | 837.382722760671 |
| 2009-07-01 | 840.176370970234 |
| 2009-08-01 | 839.234020014364 |
| 2009-09-01 | 839.118500089666 |
| 2009-10-01 | 842.344523472997 |
| 2009-11-01 | 840.978845393822 |
| 2009-12-01 | 841.155914696136 |
| 2010-01-01 | 839.144046092076 |
| 2010-02-01 | 836.049130374621 |
| 2010-03-01 | 837.576551234089 |
| 2010-04-01 | 840.221616543133 |
| 2010-05-01 | 838.373854969727 |
| 2010-06-01 | 839.324662096477 |
| 2010-07-01 | 838.562021780986 |
| 2010-08-01 | 840.436722419353 |
| 2010-09-01 | 843.054374695505 |
| 2010-10-01 | 843.340735764409 |
| 2010-11-01 | 844.496438864085 |
| 2010-12-01 | 845.208627155972 |
| 2011-01-01 | 847.986553047549 |
| 2011-02-01 | 849.089530707216 |
| 2011-03-01 | 850.976644136867 |
| 2011-04-01 | 847.909264511606 |
| 2011-05-01 | 847.113700406592 |
| 2011-06-01 | 847.521137232156 |
| 2011-07-01 | 847.201731975523 |
| 2011-08-01 | 846.895506878942 |
| 2011-09-01 | 849.890465453609 |
| 2011-10-01 | 851.840876401458 |
| 2011-11-01 | 854.659356559303 |
| 2011-12-01 | 858.410089623148 |
| 2012-01-01 | 861.479385989168 |
| 2012-02-01 | 866.648174505034 |
| 2012-03-01 | 869.480291370115 |
| 2012-04-01 | 873.110322912527 |
| 2012-05-01 | 876.793187846378 |
| 2012-06-01 | 879.859669502046 |
| 2012-07-01 | 880.697333920045 |
| 2012-08-01 | 884.846422362192 |
| 2012-09-01 | 883.716838428102 |
| 2012-10-01 | 884.451036261216 |
| 2012-11-01 | 886.244384498506 |
| 2012-12-01 | 888.550927217478 |
| 2013-01-01 | 877.402274573529 |
| 2013-02-01 | 878.532926908451 |
| 2013-03-01 | 881.345477331680 |
| 2013-04-01 | 890.995837925786 |
| 2013-05-01 | 890.207540141912 |
| 2013-06-01 | 889.236808047883 |
| 2013-07-01 | 891.075238767524 |
| 2013-08-01 | 893.523130695877 |
| 2013-09-01 | 893.516719696802 |
| 2013-10-01 | 894.717562848672 |
| 2013-11-01 | 896.603819196132 |
| 2013-12-01 | 900.443144487739 |
| 2014-01-01 | 902.282332473730 |
| 2014-02-01 | 903.834995038858 |
| 2014-03-01 | 906.348920908933 |
| 2014-04-01 | 906.794989140662 |
| 2014-05-01 | 908.521332773874 |
| 2014-06-01 | 910.246587482541 |
| 2014-07-01 | 911.179380876437 |
| 2014-08-01 | 918.474010258011 |
| 2014-09-01 | 920.903272041983 |
| 2014-10-01 | 922.684552046718 |
| 2014-11-01 | 924.067175624714 |
| 2014-12-01 | 923.826670987190 |
| 2015-01-01 | 925.162688757493 |
| 2015-02-01 | 929.098230645104 |
| 2015-03-01 | 930.349313949634 |
| 2015-04-01 | 932.486306046216 |
| 2015-05-01 | 935.325542202280 |
| 2015-06-01 | 936.668089954844 |
| 2015-07-01 | 944.811329679501 |
| 2015-08-01 | 947.094098560413 |
| 2015-09-01 | 951.068603978918 |
| 2015-10-01 | 954.546486863855 |
| 2015-11-01 | 957.373170788467 |
| 2015-12-01 | 959.957825955158 |
| 2016-01-01 | 961.114172714121 |
| 2016-02-01 | 962.971256861237 |
| 2016-03-01 | 964.557963067107 |
| 2016-04-01 | 971.428931590110 |
| 2016-05-01 | 973.110452878861 |
| 2016-06-01 | 975.081075393776 |
| 2016-07-01 | 976.699383539050 |
| 2016-08-01 | 976.212302620337 |
| 2016-09-01 | 978.597793264589 |
| 2016-10-01 | 987.899102253373 |
| 2016-11-01 | 990.037661020494 |
| 2016-12-01 | 992.966192065662 |
| 2017-01-01 | 996.616502572991 |
| 2017-02-01 | 998.124793758532 |
| 2017-03-01 | 1003.473956689550 |
| 2017-04-01 | 1005.026198346650 |
| 2017-05-01 | 1009.917180450890 |
| 2017-06-01 | 1011.532904993790 |
| 2017-07-01 | 1015.545382160230 |
| 2017-08-01 | 1017.225646679950 |
| 2017-09-01 | 1022.676116558370 |
| 2017-10-01 | 1025.124499834800 |
| 2017-11-01 | 1026.607817180820 |
| 2017-12-01 | 1026.921485876060 |
| 2018-01-01 | 1036.393357438410 |
| 2018-02-01 | 1036.686299454410 |
| 2018-03-01 | 1038.587730630430 |
| 2018-04-01 | 1036.618981495480 |
| 2018-05-01 | 1037.254261713760 |
| 2018-06-01 | 1041.371269281320 |
| 2018-07-01 | 1041.148716280350 |
| 2018-08-01 | 1047.166850434680 |
| 2018-09-01 | 1045.980773177850 |
| 2018-10-01 | 1047.244572375140 |
| 2018-11-01 | 1048.863259192090 |
| 2018-12-01 | 1052.837483433350 |
| 2019-01-01 | 1055.920993769640 |
| 2019-02-01 | 1061.288277995900 |
| 2019-03-01 | 1062.866801967020 |
| 2019-04-01 | 1065.245218794030 |
| 2019-05-01 | 1066.608818839570 |
| 2019-06-01 | 1069.809179912620 |
| 2019-07-01 | 1073.977470670350 |
| 2019-08-01 | 1075.714668680760 |
| 2019-09-01 | 1081.372924816230 |
| 2019-10-01 | 1082.437023193470 |
| 2019-11-01 | 1086.028624630340 |
| 2019-12-01 | 1089.286871390120 |
| 2020-01-01 | 1093.700860757010 |
| 2020-02-01 | 1098.899254363240 |
| 2020-03-01 | 1093.267355301960 |
| 2020-04-01 | 986.810414168390 |
| 2020-05-01 | 1001.868079238280 |
| 2020-06-01 | 1027.640290349110 |
| 2020-07-01 | 1030.012724862510 |
| 2020-08-01 | 1035.371277051170 |
| 2020-09-01 | 1039.408224423620 |
| 2020-10-01 | 1047.716485060020 |
| 2020-11-01 | 1052.206587066230 |
| 2020-12-01 | 1056.572945796220 |
| 2021-01-01 | 1056.489205676180 |
| 2021-02-01 | 1061.549326176980 |
| 2021-03-01 | 1067.545027709550 |
| 2021-04-01 | 1075.236543342090 |
| 2021-05-01 | 1081.041337459610 |
| 2021-06-01 | 1083.470276058060 |
| 2021-07-01 | 1087.694430646150 |
| 2021-08-01 | 1090.025390101870 |
| 2021-09-01 | 1084.052983788130 |
| 2021-10-01 | 1092.478145755620 |
| 2021-11-01 | 1096.621911144130 |
| 2021-12-01 | 1099.289638614590 |
| 2022-01-01 | 1094.898928533510 |
| 2022-02-01 | 1100.181682848730 |
| 2022-03-01 | 1108.364873737570 |
| 2022-04-01 | 1111.935202462310 |
| 2022-05-01 | 1114.666868240550 |
| 2022-06-01 | 1118.357866023920 |
| 2022-07-01 | 1120.486907645800 |
| 2022-08-01 | 1124.443476428070 |
| 2022-09-01 | 1130.593123836680 |
| 2022-10-01 | 1133.897384438190 |
| 2022-11-01 | 1137.593184786010 |
| 2022-12-01 | 1143.294560480280 |
| 2023-01-01 | 1148.474666488210 |
| 2023-02-01 | 1153.619666294170 |
| 2023-03-01 | 1157.712073563020 |
| 2023-04-01 | 1165.506369527960 |
| 2023-05-01 | 1176.137597354480 |
| 2023-06-01 | 1177.139692397340 |
| 2023-07-01 | 1185.955455506810 |
| 2023-08-01 | 1191.485108350770 |
| 2023-09-01 | 1202.346142061730 |
| 2023-10-01 | 1200.281257010250 |
| 2023-11-01 | 1204.501073729190 |
| 2023-12-01 | 1213.214049077800 |
| 2024-01-01 | 1223.732935651340 |
| 2024-02-01 | 1222.559945004200 |
| 2024-03-01 | 1225.740512850870 |
| 2024-04-01 | 1225.216349441100 |
| 2024-05-01 | 1227.529501217850 |
| 2024-06-01 | 1229.924716758070 |
| 2024-07-01 | 1242.184621704130 |
| 2024-08-01 | 1247.046691780280 |
| 2024-09-01 | 1251.891574620180 |
| 2024-10-01 | 1257.587732589610 |
| 2024-11-01 | 1261.784904209760 |
| 2024-12-01 | 1261.130158391280 |
| 2025-01-01 | 1268.096494223950 |
| 2025-02-01 | 1274.863020985480 |
| 2025-03-01 | 1277.716234672780 |
| 2025-04-01 | 1288.062635649180 |
| 2025-05-01 | 1290.813332483900 |
| 2025-06-01 | 1289.997493984550 |
| 2025-07-01 | 1290.088013252060 |
| 2025-08-01 | 1295.297198843450 |
| 2025-09-01 | 1297.685081853170 |
| 2025-10-01 | 1303.436074018570 |
| 2025-11-01 | 1308.097350996470 |
| 2025-12-01 | 1310.641370251380 |
| 2026-01-01 | 1319.764590109020 |
| 2026-02-01 | 1299.668508183880 |
| 2026-03-01 | 1325.714824313300 |
| 2026-04-01 | 1325.790466340120 |
| 2026-05-01 | 1326.152331047370 |
| 2026-06-01 | 1341.458601845930 |