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 2025-12-01 |
| Last Updated | 2026-01-28 3:33 AM CST |
| 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 | 484.696333844348 |
| 1990-02-01 | 485.743013500485 |
| 1990-03-01 | 487.016383711118 |
| 1990-04-01 | 490.049567131212 |
| 1990-05-01 | 490.350823099871 |
| 1990-06-01 | 492.283624740322 |
| 1990-07-01 | 485.502441811369 |
| 1990-08-01 | 488.349648946127 |
| 1990-09-01 | 485.549285745819 |
| 1990-10-01 | 491.599419211702 |
| 1990-11-01 | 492.921617201450 |
| 1990-12-01 | 493.758336285561 |
| 1991-01-01 | 481.577508431065 |
| 1991-02-01 | 481.858884960843 |
| 1991-03-01 | 481.246315728194 |
| 1991-04-01 | 484.220857528259 |
| 1991-05-01 | 484.363674771051 |
| 1991-06-01 | 484.798466266932 |
| 1991-07-01 | 484.999766704169 |
| 1991-08-01 | 485.079193458022 |
| 1991-09-01 | 479.846181476643 |
| 1991-10-01 | 494.102193241315 |
| 1991-11-01 | 493.791106766156 |
| 1991-12-01 | 493.487281871651 |
| 1992-01-01 | 478.446138807222 |
| 1992-02-01 | 481.635794025463 |
| 1992-03-01 | 483.224459615338 |
| 1992-04-01 | 482.385801443835 |
| 1992-05-01 | 481.843640886843 |
| 1992-06-01 | 481.909103879987 |
| 1992-07-01 | 483.540354105803 |
| 1992-08-01 | 483.799062913127 |
| 1992-09-01 | 485.422000657757 |
| 1992-10-01 | 478.948640389411 |
| 1992-11-01 | 477.937910638478 |
| 1992-12-01 | 478.789791617790 |
| 1993-01-01 | 481.030912381145 |
| 1993-02-01 | 478.340249875927 |
| 1993-03-01 | 477.401603530312 |
| 1993-04-01 | 474.062506272702 |
| 1993-05-01 | 473.303248028016 |
| 1993-06-01 | 476.217565363847 |
| 1993-07-01 | 480.901993896339 |
| 1993-08-01 | 480.265254186051 |
| 1993-09-01 | 480.707270812136 |
| 1993-10-01 | 480.270525393062 |
| 1993-11-01 | 481.432852109292 |
| 1993-12-01 | 483.951174687540 |
| 1994-01-01 | 483.422418000007 |
| 1994-02-01 | 482.858917419056 |
| 1994-03-01 | 484.856050282150 |
| 1994-04-01 | 484.325585540392 |
| 1994-05-01 | 485.281993068495 |
| 1994-06-01 | 488.189338429989 |
| 1994-07-01 | 487.807602901949 |
| 1994-08-01 | 489.001986126926 |
| 1994-09-01 | 489.899398153228 |
| 1994-10-01 | 489.745591036116 |
| 1994-11-01 | 491.911905051105 |
| 1994-12-01 | 491.996826995648 |
| 1995-01-01 | 491.438010055569 |
| 1995-02-01 | 490.144895669397 |
| 1995-03-01 | 489.435926433686 |
| 1995-04-01 | 493.200037865455 |
| 1995-05-01 | 495.074245673123 |
| 1995-06-01 | 495.727662557559 |
| 1995-07-01 | 495.780973911157 |
| 1995-08-01 | 495.738666474455 |
| 1995-09-01 | 498.140639452149 |
| 1995-10-01 | 500.894153375541 |
| 1995-11-01 | 503.447210015887 |
| 1995-12-01 | 505.336369011989 |
| 1996-01-01 | 505.673435523203 |
| 1996-02-01 | 508.338053748831 |
| 1996-03-01 | 510.470553169650 |
| 1996-04-01 | 517.398444046529 |
| 1996-05-01 | 517.771082540213 |
| 1996-06-01 | 518.019046538321 |
| 1996-07-01 | 521.782623106564 |
| 1996-08-01 | 522.017461004058 |
| 1996-09-01 | 522.033965383346 |
| 1996-10-01 | 520.055735158469 |
| 1996-11-01 | 521.906919432969 |
| 1996-12-01 | 523.147964045338 |
| 1997-01-01 | 523.853854933999 |
| 1997-02-01 | 525.764099629820 |
| 1997-03-01 | 526.301972261647 |
| 1997-04-01 | 526.119183971997 |
| 1997-05-01 | 526.186638893072 |
| 1997-06-01 | 529.414181778725 |
| 1997-07-01 | 528.083024619102 |
| 1997-08-01 | 530.938268449652 |
| 1997-09-01 | 527.671488613442 |
| 1997-10-01 | 530.386899103720 |
| 1997-11-01 | 529.301988026940 |
| 1997-12-01 | 530.142467252437 |
| 1998-01-01 | 535.360587625434 |
| 1998-02-01 | 536.384255042426 |
| 1998-03-01 | 536.584012099230 |
| 1998-04-01 | 546.919398143967 |
| 1998-05-01 | 552.278398048042 |
| 1998-06-01 | 553.982678722340 |
| 1998-07-01 | 549.419677491302 |
| 1998-08-01 | 549.844269088456 |
| 1998-09-01 | 553.691792797590 |
| 1998-10-01 | 554.169337199007 |
| 1998-11-01 | 556.222562429915 |
| 1998-12-01 | 555.517612618847 |
| 1999-01-01 | 559.062769789394 |
| 1999-02-01 | 560.056291701195 |
| 1999-03-01 | 559.952058763691 |
| 1999-04-01 | 558.551416303190 |
| 1999-05-01 | 557.248698191317 |
| 1999-06-01 | 557.915339981286 |
| 1999-07-01 | 560.823192891006 |
| 1999-08-01 | 558.953566047047 |
| 1999-09-01 | 564.453796297153 |
| 1999-10-01 | 567.221445317122 |
| 1999-11-01 | 568.849912645332 |
| 1999-12-01 | 569.842247788348 |
| 2000-01-01 | 571.735360702498 |
| 2000-02-01 | 572.410756027400 |
| 2000-03-01 | 573.788258538132 |
| 2000-04-01 | 577.337300509691 |
| 2000-05-01 | 577.425481229306 |
| 2000-06-01 | 578.721882321666 |
| 2000-07-01 | 579.534701420513 |
| 2000-08-01 | 581.434928598595 |
| 2000-09-01 | 583.061260714651 |
| 2000-10-01 | 582.643250054078 |
| 2000-11-01 | 584.382286135780 |
| 2000-12-01 | 588.349446651165 |
| 2001-01-01 | 589.465590724485 |
| 2001-02-01 | 593.914987563706 |
| 2001-03-01 | 597.965663683466 |
| 2001-04-01 | 599.279738455339 |
| 2001-05-01 | 602.560618856108 |
| 2001-06-01 | 605.325152903670 |
| 2001-07-01 | 609.707338164180 |
| 2001-08-01 | 612.846881094352 |
| 2001-09-01 | 613.963524161545 |
| 2001-10-01 | 620.131372649704 |
| 2001-11-01 | 622.846680159729 |
| 2001-12-01 | 625.620651627831 |
| 2002-01-01 | 625.741231289030 |
| 2002-02-01 | 627.497335525079 |
| 2002-03-01 | 629.060675915101 |
| 2002-04-01 | 635.811558678025 |
| 2002-05-01 | 639.494593418759 |
| 2002-06-01 | 641.958676788425 |
| 2002-07-01 | 643.777719793226 |
| 2002-08-01 | 646.139395445197 |
| 2002-09-01 | 648.523792025368 |
| 2002-10-01 | 652.066414536154 |
| 2002-11-01 | 655.424872280933 |
| 2002-12-01 | 657.232424265361 |
| 2003-01-01 | 657.300934654040 |
| 2003-02-01 | 660.137085910547 |
| 2003-03-01 | 663.133287869430 |
| 2003-04-01 | 669.248977455457 |
| 2003-05-01 | 673.097639916060 |
| 2003-06-01 | 676.762130453918 |
| 2003-07-01 | 680.135378923261 |
| 2003-08-01 | 682.766894082949 |
| 2003-09-01 | 684.816638745947 |
| 2003-10-01 | 688.162974123379 |
| 2003-11-01 | 690.317508680531 |
| 2003-12-01 | 693.196232104078 |
| 2004-01-01 | 694.871127643632 |
| 2004-02-01 | 696.943578500402 |
| 2004-03-01 | 698.422962215934 |
| 2004-04-01 | 698.808698154880 |
| 2004-05-01 | 699.121122950494 |
| 2004-06-01 | 700.400510993497 |
| 2004-07-01 | 701.932950623454 |
| 2004-08-01 | 704.777795545166 |
| 2004-09-01 | 705.519888306343 |
| 2004-10-01 | 706.763475593119 |
| 2004-11-01 | 707.951345080196 |
| 2004-12-01 | 710.024861902573 |
| 2005-01-01 | 713.195715581188 |
| 2005-02-01 | 713.881171421993 |
| 2005-03-01 | 715.008985733656 |
| 2005-04-01 | 719.961440425104 |
| 2005-05-01 | 723.105471682367 |
| 2005-06-01 | 727.185871286037 |
| 2005-07-01 | 725.429275469721 |
| 2005-08-01 | 730.368468025901 |
| 2005-09-01 | 733.747637806065 |
| 2005-10-01 | 734.835931067008 |
| 2005-11-01 | 737.016296214762 |
| 2005-12-01 | 738.870450274254 |
| 2006-01-01 | 740.073456389265 |
| 2006-02-01 | 742.066235755712 |
| 2006-03-01 | 742.604667063633 |
| 2006-04-01 | 744.132391648496 |
| 2006-05-01 | 745.778278140104 |
| 2006-06-01 | 748.445445436532 |
| 2006-07-01 | 745.983684788431 |
| 2006-08-01 | 750.346079853199 |
| 2006-09-01 | 752.614652329766 |
| 2006-10-01 | 754.802105136270 |
| 2006-11-01 | 756.107785210894 |
| 2006-12-01 | 758.218891279817 |
| 2007-01-01 | 761.541704623732 |
| 2007-02-01 | 764.546991474189 |
| 2007-03-01 | 766.975178038222 |
| 2007-04-01 | 767.397832483188 |
| 2007-05-01 | 770.148368175565 |
| 2007-06-01 | 771.938776572779 |
| 2007-07-01 | 775.145625098847 |
| 2007-08-01 | 776.796940380471 |
| 2007-09-01 | 780.558639229570 |
| 2007-10-01 | 783.307160577796 |
| 2007-11-01 | 786.024194916816 |
| 2007-12-01 | 787.933821344602 |
| 2008-01-01 | 792.709627460216 |
| 2008-02-01 | 795.095839484370 |
| 2008-03-01 | 796.823704085935 |
| 2008-04-01 | 800.604483133251 |
| 2008-05-01 | 802.841359663593 |
| 2008-06-01 | 805.813321127646 |
| 2008-07-01 | 811.230730414618 |
| 2008-08-01 | 814.107039694371 |
| 2008-09-01 | 817.943436239421 |
| 2008-10-01 | 820.516912389264 |
| 2008-11-01 | 824.149879630066 |
| 2008-12-01 | 826.644603754691 |
| 2009-01-01 | 826.445231061125 |
| 2009-02-01 | 828.788041314219 |
| 2009-03-01 | 831.827565563550 |
| 2009-04-01 | 833.081174512105 |
| 2009-05-01 | 836.325808396839 |
| 2009-06-01 | 838.686033072003 |
| 2009-07-01 | 841.482042442871 |
| 2009-08-01 | 840.525901694806 |
| 2009-09-01 | 840.485336308703 |
| 2009-10-01 | 843.622697147126 |
| 2009-11-01 | 842.251241795742 |
| 2009-12-01 | 842.507651231909 |
| 2010-01-01 | 839.824825918168 |
| 2010-02-01 | 836.766529516797 |
| 2010-03-01 | 838.360366690779 |
| 2010-04-01 | 840.660935462713 |
| 2010-05-01 | 839.171751475142 |
| 2010-06-01 | 840.021060575267 |
| 2010-07-01 | 839.160405151589 |
| 2010-08-01 | 841.140839518876 |
| 2010-09-01 | 843.734290319332 |
| 2010-10-01 | 844.018544861402 |
| 2010-11-01 | 845.176361396876 |
| 2010-12-01 | 845.965433732708 |
| 2011-01-01 | 848.753736585498 |
| 2011-02-01 | 849.801374823973 |
| 2011-03-01 | 851.759468337428 |
| 2011-04-01 | 848.451971647264 |
| 2011-05-01 | 847.797760742327 |
| 2011-06-01 | 848.215241304368 |
| 2011-07-01 | 847.914903418692 |
| 2011-08-01 | 847.614997000052 |
| 2011-09-01 | 850.580596309154 |
| 2011-10-01 | 852.520514166134 |
| 2011-11-01 | 855.350305373619 |
| 2011-12-01 | 859.135602491298 |
| 2012-01-01 | 862.232072314549 |
| 2012-02-01 | 867.357104871924 |
| 2012-03-01 | 870.251802082683 |
| 2012-04-01 | 873.694283945599 |
| 2012-05-01 | 877.465547599222 |
| 2012-06-01 | 880.545058410224 |
| 2012-07-01 | 881.417150341460 |
| 2012-08-01 | 885.671319723025 |
| 2012-09-01 | 884.316271159939 |
| 2012-10-01 | 885.133955422727 |
| 2012-11-01 | 886.846741002877 |
| 2012-12-01 | 889.244398866280 |
| 2013-01-01 | 878.145346242737 |
| 2013-02-01 | 879.240152767291 |
| 2013-03-01 | 881.991018811695 |
| 2013-04-01 | 891.536047461556 |
| 2013-05-01 | 890.781921134464 |
| 2013-06-01 | 889.912109135769 |
| 2013-07-01 | 891.791341623796 |
| 2013-08-01 | 894.250771134203 |
| 2013-09-01 | 894.122036961050 |
| 2013-10-01 | 895.401191461204 |
| 2013-11-01 | 897.220822868066 |
| 2013-12-01 | 901.103545350307 |
| 2014-01-01 | 902.915504222411 |
| 2014-02-01 | 904.444945552194 |
| 2014-03-01 | 906.965930260873 |
| 2014-04-01 | 907.390571766357 |
| 2014-05-01 | 909.099057396621 |
| 2014-06-01 | 910.821711534197 |
| 2014-07-01 | 911.885062288162 |
| 2014-08-01 | 919.096973895860 |
| 2014-09-01 | 921.612996948777 |
| 2014-10-01 | 923.267991972824 |
| 2014-11-01 | 924.688462013994 |
| 2014-12-01 | 924.355786105513 |
| 2015-01-01 | 925.716533922536 |
| 2015-02-01 | 929.712147348717 |
| 2015-03-01 | 930.943192799901 |
| 2015-04-01 | 933.093113698483 |
| 2015-05-01 | 935.916762304641 |
| 2015-06-01 | 937.254162652406 |
| 2015-07-01 | 945.515427995470 |
| 2015-08-01 | 947.711751598524 |
| 2015-09-01 | 951.672574341841 |
| 2015-10-01 | 955.128104284961 |
| 2015-11-01 | 957.993285461423 |
| 2015-12-01 | 960.561563723154 |
| 2016-01-01 | 961.796037654533 |
| 2016-02-01 | 963.590840513234 |
| 2016-03-01 | 965.137284026313 |
| 2016-04-01 | 972.036396300390 |
| 2016-05-01 | 973.706576644832 |
| 2016-06-01 | 975.679114681204 |
| 2016-07-01 | 977.403828096367 |
| 2016-08-01 | 976.821963186156 |
| 2016-09-01 | 979.293104297006 |
| 2016-10-01 | 988.483809162500 |
| 2016-11-01 | 990.655184549653 |
| 2016-12-01 | 993.550942619862 |
| 2017-01-01 | 997.321758326982 |
| 2017-02-01 | 998.781276525283 |
| 2017-03-01 | 1004.126819919870 |
| 2017-04-01 | 1005.613228659680 |
| 2017-05-01 | 1010.614740842770 |
| 2017-06-01 | 1012.145917350560 |
| 2017-07-01 | 1016.247514283300 |
| 2017-08-01 | 1017.934665054280 |
| 2017-09-01 | 1023.362361822920 |
| 2017-10-01 | 1025.805986010480 |
| 2017-11-01 | 1027.316055117670 |
| 2017-12-01 | 1027.507583747940 |
| 2018-01-01 | 1037.116194510450 |
| 2018-02-01 | 1037.478683880050 |
| 2018-03-01 | 1039.224416266860 |
| 2018-04-01 | 1037.284579365150 |
| 2018-05-01 | 1037.846525222450 |
| 2018-06-01 | 1041.999448711980 |
| 2018-07-01 | 1041.747904643920 |
| 2018-08-01 | 1047.757868049170 |
| 2018-09-01 | 1046.650685615210 |
| 2018-10-01 | 1047.932114810910 |
| 2018-11-01 | 1049.569229418050 |
| 2018-12-01 | 1053.436173763370 |
| 2019-01-01 | 1056.687532393030 |
| 2019-02-01 | 1062.006519413580 |
| 2019-03-01 | 1063.477821680100 |
| 2019-04-01 | 1065.863800870490 |
| 2019-05-01 | 1067.278779543700 |
| 2019-06-01 | 1070.437182082840 |
| 2019-07-01 | 1074.479603122830 |
| 2019-08-01 | 1076.305420269340 |
| 2019-09-01 | 1081.942318323040 |
| 2019-10-01 | 1082.951000071660 |
| 2019-11-01 | 1086.547004703220 |
| 2019-12-01 | 1089.742822409760 |
| 2020-01-01 | 1094.405938104600 |
| 2020-02-01 | 1099.500493754390 |
| 2020-03-01 | 1093.727915976120 |
| 2020-04-01 | 987.135107700051 |
| 2020-05-01 | 1002.399805782630 |
| 2020-06-01 | 1028.105560069000 |
| 2020-07-01 | 1030.512096198840 |
| 2020-08-01 | 1035.901338204440 |
| 2020-09-01 | 1039.834920278990 |
| 2020-10-01 | 1048.329802926240 |
| 2020-11-01 | 1052.721762306490 |
| 2020-12-01 | 1057.117389698720 |
| 2021-01-01 | 1057.308800831560 |
| 2021-02-01 | 1062.025631609250 |
| 2021-03-01 | 1067.868789027470 |
| 2021-04-01 | 1075.277769112170 |
| 2021-05-01 | 1081.585913686010 |
| 2021-06-01 | 1083.719497998020 |
| 2021-07-01 | 1088.280059921840 |
| 2021-08-01 | 1090.694420747560 |
| 2021-09-01 | 1084.396429952670 |
| 2021-10-01 | 1093.252396861390 |
| 2021-11-01 | 1097.234803684700 |
| 2021-12-01 | 1099.750177454710 |
| 2022-01-01 | 1095.932212216190 |
| 2022-02-01 | 1100.845523209860 |
| 2022-03-01 | 1108.333970685750 |
| 2022-04-01 | 1111.747138738320 |
| 2022-05-01 | 1115.451970929300 |
| 2022-06-01 | 1118.233029460630 |
| 2022-07-01 | 1120.888577468190 |
| 2022-08-01 | 1125.326660295180 |
| 2022-09-01 | 1130.767869523100 |
| 2022-10-01 | 1135.191357544130 |
| 2022-11-01 | 1138.307011332810 |
| 2022-12-01 | 1143.453176242900 |
| 2023-01-01 | 1150.288253603870 |
| 2023-02-01 | 1154.973432948100 |
| 2023-03-01 | 1157.926133942880 |
| 2023-04-01 | 1166.171295608140 |
| 2023-05-01 | 1178.549007556710 |
| 2023-06-01 | 1178.884740443650 |
| 2023-07-01 | 1188.299013003430 |
| 2023-08-01 | 1195.465248046710 |
| 2023-09-01 | 1205.650253122770 |
| 2023-10-01 | 1205.627639955650 |
| 2023-11-01 | 1209.233119004150 |
| 2023-12-01 | 1217.319780090960 |
| 2024-01-01 | 1230.740233408010 |
| 2024-02-01 | 1229.152087348500 |
| 2024-03-01 | 1230.817657792400 |
| 2024-04-01 | 1233.682351318420 |
| 2024-05-01 | 1235.313348834960 |
| 2024-06-01 | 1238.586584607150 |
| 2024-07-01 | 1240.817252289950 |
| 2024-08-01 | 1245.686990010870 |
| 2024-09-01 | 1250.953212763350 |
| 2024-10-01 | 1256.715635800820 |
| 2024-11-01 | 1262.606085342500 |
| 2024-12-01 | 1267.431557597500 |
| 2025-01-01 | 1276.044118924190 |
| 2025-02-01 | 1282.575114600120 |
| 2025-03-01 | 1289.955419263310 |
| 2025-04-01 | 1293.666575707440 |
| 2025-05-01 | 1297.238595395330 |
| 2025-06-01 | 1303.903739151340 |
| 2025-07-01 | 1314.717785229380 |
| 2025-08-01 | 1314.127166468500 |
| 2025-09-01 | 1317.650931012480 |
| 2025-10-01 | 1322.337175667070 |
| 2025-11-01 | 1327.618348898580 |
| 2025-12-01 | 1329.797998576850 |