Table Data - All Employees: Education and Health Services: Private Education and Health Services in Los Angeles-Long Beach-Glendale, CA (MD)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Los Angeles-Long Beach-Glendale, CA (MD) |
|---|---|
| Series ID | SMU06310846500000001SA |
| 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 2026-04-01 |
| Last Updated | 2026-05-26 2:33 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 | 395.101956008746 |
| 1990-02-01 | 396.241959651525 |
| 1990-03-01 | 398.020212800323 |
| 1990-04-01 | 400.424594777370 |
| 1990-05-01 | 401.556666168044 |
| 1990-06-01 | 401.019471510275 |
| 1990-07-01 | 397.941353461624 |
| 1990-08-01 | 400.819693519608 |
| 1990-09-01 | 397.755664502821 |
| 1990-10-01 | 400.999050318956 |
| 1990-11-01 | 400.822703937970 |
| 1990-12-01 | 401.612234876777 |
| 1991-01-01 | 386.364261780116 |
| 1991-02-01 | 386.824379298599 |
| 1991-03-01 | 387.116499650837 |
| 1991-04-01 | 389.121378666809 |
| 1991-05-01 | 389.647919429494 |
| 1991-06-01 | 387.434358795229 |
| 1991-07-01 | 390.716259933401 |
| 1991-08-01 | 391.294142910046 |
| 1991-09-01 | 385.119605504642 |
| 1991-10-01 | 397.189550572683 |
| 1991-11-01 | 396.608762139899 |
| 1991-12-01 | 397.032941914006 |
| 1992-01-01 | 380.972052983759 |
| 1992-02-01 | 383.690577945914 |
| 1992-03-01 | 385.385300397696 |
| 1992-04-01 | 384.492255520555 |
| 1992-05-01 | 384.661857297655 |
| 1992-06-01 | 382.655989825134 |
| 1992-07-01 | 385.251315061796 |
| 1992-08-01 | 386.166696084798 |
| 1992-09-01 | 387.166779156042 |
| 1992-10-01 | 378.876277170605 |
| 1992-11-01 | 378.077794836013 |
| 1992-12-01 | 378.431966790970 |
| 1993-01-01 | 381.138903216155 |
| 1993-02-01 | 377.968566448802 |
| 1993-03-01 | 376.816823551912 |
| 1993-04-01 | 374.565202577127 |
| 1993-05-01 | 374.789262992607 |
| 1993-06-01 | 375.562885196650 |
| 1993-07-01 | 383.131423643989 |
| 1993-08-01 | 382.997526463053 |
| 1993-09-01 | 382.447609065885 |
| 1993-10-01 | 381.363332368760 |
| 1993-11-01 | 381.867100681210 |
| 1993-12-01 | 383.605371232706 |
| 1994-01-01 | 383.947646291297 |
| 1994-02-01 | 383.703680551486 |
| 1994-03-01 | 384.971784063166 |
| 1994-04-01 | 385.612007509038 |
| 1994-05-01 | 386.995836175858 |
| 1994-06-01 | 387.872124156332 |
| 1994-07-01 | 388.274309274153 |
| 1994-08-01 | 389.249973957976 |
| 1994-09-01 | 389.416625168929 |
| 1994-10-01 | 389.255781208666 |
| 1994-11-01 | 390.635524851268 |
| 1994-12-01 | 390.511838616960 |
| 1995-01-01 | 390.571395833618 |
| 1995-02-01 | 390.253376223364 |
| 1995-03-01 | 389.395197080178 |
| 1995-04-01 | 392.765031592917 |
| 1995-05-01 | 393.937349819180 |
| 1995-06-01 | 394.653693705483 |
| 1995-07-01 | 394.233204572592 |
| 1995-08-01 | 394.261024128456 |
| 1995-09-01 | 396.169965477096 |
| 1995-10-01 | 398.586656793046 |
| 1995-11-01 | 400.423194892983 |
| 1995-12-01 | 401.716665610052 |
| 1996-01-01 | 402.259433842423 |
| 1996-02-01 | 403.768499493473 |
| 1996-03-01 | 405.783755726788 |
| 1996-04-01 | 410.427167819947 |
| 1996-05-01 | 411.500730573155 |
| 1996-06-01 | 411.380651164495 |
| 1996-07-01 | 415.286346398355 |
| 1996-08-01 | 415.981548110577 |
| 1996-09-01 | 416.787378441897 |
| 1996-10-01 | 415.935871481731 |
| 1996-11-01 | 416.805081544589 |
| 1996-12-01 | 417.440378638931 |
| 1997-01-01 | 417.703341058729 |
| 1997-02-01 | 418.603116457385 |
| 1997-03-01 | 418.885355800513 |
| 1997-04-01 | 418.043230725002 |
| 1997-05-01 | 417.722814226420 |
| 1997-06-01 | 420.329232668423 |
| 1997-07-01 | 420.045873230739 |
| 1997-08-01 | 421.839974458781 |
| 1997-09-01 | 419.406135327352 |
| 1997-10-01 | 420.032327347498 |
| 1997-11-01 | 419.127859828507 |
| 1997-12-01 | 419.662179248905 |
| 1998-01-01 | 424.690784751448 |
| 1998-02-01 | 425.206658903258 |
| 1998-03-01 | 425.669465737421 |
| 1998-04-01 | 437.035539482780 |
| 1998-05-01 | 441.093257490504 |
| 1998-06-01 | 442.684061555166 |
| 1998-07-01 | 440.185845607112 |
| 1998-08-01 | 440.205159481982 |
| 1998-09-01 | 443.532723542908 |
| 1998-10-01 | 444.340997353180 |
| 1998-11-01 | 446.506995399192 |
| 1998-12-01 | 445.589956359829 |
| 1999-01-01 | 447.334004986768 |
| 1999-02-01 | 447.786089074230 |
| 1999-03-01 | 447.689641090331 |
| 1999-04-01 | 446.266772933383 |
| 1999-05-01 | 444.639388041188 |
| 1999-06-01 | 444.803633431114 |
| 1999-07-01 | 447.070030771571 |
| 1999-08-01 | 445.532697923920 |
| 1999-09-01 | 451.025012669054 |
| 1999-10-01 | 453.942229061306 |
| 1999-11-01 | 455.205912691599 |
| 1999-12-01 | 456.341740997002 |
| 2000-01-01 | 457.556377395385 |
| 2000-02-01 | 457.747703287138 |
| 2000-03-01 | 458.599384892132 |
| 2000-04-01 | 462.711062013999 |
| 2000-05-01 | 462.925385394503 |
| 2000-06-01 | 463.502603156847 |
| 2000-07-01 | 464.591643650103 |
| 2000-08-01 | 465.741471828932 |
| 2000-09-01 | 467.047375508020 |
| 2000-10-01 | 466.515497983888 |
| 2000-11-01 | 467.648402096339 |
| 2000-12-01 | 471.071953896956 |
| 2001-01-01 | 473.914731003715 |
| 2001-02-01 | 478.132111382067 |
| 2001-03-01 | 481.518953775786 |
| 2001-04-01 | 482.472519407301 |
| 2001-05-01 | 485.256626080930 |
| 2001-06-01 | 488.207705351936 |
| 2001-07-01 | 491.691613219184 |
| 2001-08-01 | 494.338564632869 |
| 2001-09-01 | 495.146933508983 |
| 2001-10-01 | 500.374881905177 |
| 2001-11-01 | 502.600893483083 |
| 2001-12-01 | 504.395994356058 |
| 2002-01-01 | 505.251711348883 |
| 2002-02-01 | 506.739084481225 |
| 2002-03-01 | 508.006319382472 |
| 2002-04-01 | 514.191252018730 |
| 2002-05-01 | 517.390255221821 |
| 2002-06-01 | 519.600971281925 |
| 2002-07-01 | 521.427919606960 |
| 2002-08-01 | 522.800102056174 |
| 2002-09-01 | 524.701545721690 |
| 2002-10-01 | 526.939939368929 |
| 2002-11-01 | 529.654952096963 |
| 2002-12-01 | 530.902912598814 |
| 2003-01-01 | 528.945259632425 |
| 2003-02-01 | 531.594015759963 |
| 2003-03-01 | 534.184714789537 |
| 2003-04-01 | 538.734395116202 |
| 2003-05-01 | 541.590533963477 |
| 2003-06-01 | 544.568411713750 |
| 2003-07-01 | 547.073196849212 |
| 2003-08-01 | 549.326638551906 |
| 2003-09-01 | 550.805096900506 |
| 2003-10-01 | 553.151453566253 |
| 2003-11-01 | 554.874493733784 |
| 2003-12-01 | 557.502432736856 |
| 2004-01-01 | 557.792587449410 |
| 2004-02-01 | 560.293462927067 |
| 2004-03-01 | 561.809658807400 |
| 2004-04-01 | 561.106210216592 |
| 2004-05-01 | 561.334134521639 |
| 2004-06-01 | 561.953540417778 |
| 2004-07-01 | 563.260027756444 |
| 2004-08-01 | 565.674256942559 |
| 2004-09-01 | 566.677438338009 |
| 2004-10-01 | 567.667081890268 |
| 2004-11-01 | 568.617601918301 |
| 2004-12-01 | 570.586097316552 |
| 2005-01-01 | 573.106820732825 |
| 2005-02-01 | 573.859671676253 |
| 2005-03-01 | 575.497451936074 |
| 2005-04-01 | 579.132979220755 |
| 2005-05-01 | 581.898145867152 |
| 2005-06-01 | 585.094094921393 |
| 2005-07-01 | 583.898077889940 |
| 2005-08-01 | 588.079685300146 |
| 2005-09-01 | 590.875727670156 |
| 2005-10-01 | 592.485768353979 |
| 2005-11-01 | 594.351624457537 |
| 2005-12-01 | 595.447565217646 |
| 2006-01-01 | 596.372158809478 |
| 2006-02-01 | 597.515615779701 |
| 2006-03-01 | 597.678466925585 |
| 2006-04-01 | 599.261633838250 |
| 2006-05-01 | 600.220490368560 |
| 2006-06-01 | 601.958307392018 |
| 2006-07-01 | 599.942322303816 |
| 2006-08-01 | 603.125840254190 |
| 2006-09-01 | 604.728016897451 |
| 2006-10-01 | 605.671146859123 |
| 2006-11-01 | 607.082182496510 |
| 2006-12-01 | 608.639295852151 |
| 2007-01-01 | 612.311917202390 |
| 2007-02-01 | 615.242730925960 |
| 2007-03-01 | 617.598992258347 |
| 2007-04-01 | 618.264388576065 |
| 2007-05-01 | 620.305712738373 |
| 2007-06-01 | 621.465384602410 |
| 2007-07-01 | 623.336528959667 |
| 2007-08-01 | 624.000375493372 |
| 2007-09-01 | 626.843056867617 |
| 2007-10-01 | 628.986572990889 |
| 2007-11-01 | 631.127967996016 |
| 2007-12-01 | 632.247389984677 |
| 2008-01-01 | 634.834460230839 |
| 2008-02-01 | 636.408532206917 |
| 2008-03-01 | 638.177410018844 |
| 2008-04-01 | 640.050799139817 |
| 2008-05-01 | 641.726030823101 |
| 2008-06-01 | 643.941366693380 |
| 2008-07-01 | 648.551997750842 |
| 2008-08-01 | 650.812544776992 |
| 2008-09-01 | 653.519473902318 |
| 2008-10-01 | 656.261119762850 |
| 2008-11-01 | 659.274056297862 |
| 2008-12-01 | 661.552779967455 |
| 2009-01-01 | 661.876883368086 |
| 2009-02-01 | 663.638380237747 |
| 2009-03-01 | 666.338113710355 |
| 2009-04-01 | 668.281232558446 |
| 2009-05-01 | 671.304519819338 |
| 2009-06-01 | 673.194764176364 |
| 2009-07-01 | 676.768793115334 |
| 2009-08-01 | 675.913596999940 |
| 2009-09-01 | 675.072580960161 |
| 2009-10-01 | 675.334956330711 |
| 2009-11-01 | 673.636481450143 |
| 2009-12-01 | 673.328482990538 |
| 2010-01-01 | 671.436404281484 |
| 2010-02-01 | 667.961196658399 |
| 2010-03-01 | 669.518832012691 |
| 2010-04-01 | 671.557127401248 |
| 2010-05-01 | 669.618365638810 |
| 2010-06-01 | 670.164134387845 |
| 2010-07-01 | 669.139051551074 |
| 2010-08-01 | 670.504408566932 |
| 2010-09-01 | 672.711968778433 |
| 2010-10-01 | 673.101660642562 |
| 2010-11-01 | 674.013849347749 |
| 2010-12-01 | 674.279530377839 |
| 2011-01-01 | 677.092115841355 |
| 2011-02-01 | 677.479337625187 |
| 2011-03-01 | 679.012126617237 |
| 2011-04-01 | 675.774257151036 |
| 2011-05-01 | 675.339987830833 |
| 2011-06-01 | 675.271429554652 |
| 2011-07-01 | 674.414718954262 |
| 2011-08-01 | 674.124357705029 |
| 2011-09-01 | 677.007834026072 |
| 2011-10-01 | 679.558908578062 |
| 2011-11-01 | 682.550628997479 |
| 2011-12-01 | 685.251182561427 |
| 2012-01-01 | 686.890786554171 |
| 2012-02-01 | 691.426823877625 |
| 2012-03-01 | 693.555662648903 |
| 2012-04-01 | 697.136010476700 |
| 2012-05-01 | 699.502402214253 |
| 2012-06-01 | 702.217574728786 |
| 2012-07-01 | 703.785553608271 |
| 2012-08-01 | 706.280517557541 |
| 2012-09-01 | 705.310391591548 |
| 2012-10-01 | 705.822216906058 |
| 2012-11-01 | 707.369464441584 |
| 2012-12-01 | 709.036509254179 |
| 2013-01-01 | 693.912500780620 |
| 2013-02-01 | 694.528285320123 |
| 2013-03-01 | 696.784904844782 |
| 2013-04-01 | 704.864789714103 |
| 2013-05-01 | 704.305384706849 |
| 2013-06-01 | 702.966040794945 |
| 2013-07-01 | 704.672128505970 |
| 2013-08-01 | 705.814377511762 |
| 2013-09-01 | 706.421878103659 |
| 2013-10-01 | 707.192432956675 |
| 2013-11-01 | 708.397304445500 |
| 2013-12-01 | 711.583231459132 |
| 2014-01-01 | 713.681592674421 |
| 2014-02-01 | 714.485372694896 |
| 2014-03-01 | 716.765569528565 |
| 2014-04-01 | 717.015691601075 |
| 2014-05-01 | 718.516321236689 |
| 2014-06-01 | 719.959533179974 |
| 2014-07-01 | 720.016910720978 |
| 2014-08-01 | 726.203329881940 |
| 2014-09-01 | 728.373143293298 |
| 2014-10-01 | 729.011964982058 |
| 2014-11-01 | 729.953035086317 |
| 2014-12-01 | 729.523510422914 |
| 2015-01-01 | 730.301881757928 |
| 2015-02-01 | 733.585449923682 |
| 2015-03-01 | 734.277648894952 |
| 2015-04-01 | 735.027573520044 |
| 2015-05-01 | 736.983880627398 |
| 2015-06-01 | 737.471695393698 |
| 2015-07-01 | 744.232020266604 |
| 2015-08-01 | 746.517478444859 |
| 2015-09-01 | 749.694562320491 |
| 2015-10-01 | 752.552369535713 |
| 2015-11-01 | 754.814524794480 |
| 2015-12-01 | 757.121578000513 |
| 2016-01-01 | 757.585770066098 |
| 2016-02-01 | 759.341358802626 |
| 2016-03-01 | 760.983377470239 |
| 2016-04-01 | 766.374180183611 |
| 2016-05-01 | 768.085095248253 |
| 2016-06-01 | 769.698843455361 |
| 2016-07-01 | 769.986851137514 |
| 2016-08-01 | 770.008926092555 |
| 2016-09-01 | 771.070263226092 |
| 2016-10-01 | 778.438963035549 |
| 2016-11-01 | 779.049702180740 |
| 2016-12-01 | 781.360717073889 |
| 2017-01-01 | 785.335486750287 |
| 2017-02-01 | 785.622949879527 |
| 2017-03-01 | 789.681166881290 |
| 2017-04-01 | 790.643972810036 |
| 2017-05-01 | 794.141205862318 |
| 2017-06-01 | 795.160089614443 |
| 2017-07-01 | 798.733640771493 |
| 2017-08-01 | 800.647240237583 |
| 2017-09-01 | 804.011653821503 |
| 2017-10-01 | 805.575844219113 |
| 2017-11-01 | 806.570048423861 |
| 2017-12-01 | 806.192420123925 |
| 2018-01-01 | 813.633404201217 |
| 2018-02-01 | 813.095306951316 |
| 2018-03-01 | 814.429676432006 |
| 2018-04-01 | 813.360430913079 |
| 2018-05-01 | 813.326348454806 |
| 2018-06-01 | 816.133981570221 |
| 2018-07-01 | 816.066931367864 |
| 2018-08-01 | 821.145341952715 |
| 2018-09-01 | 819.080535949186 |
| 2018-10-01 | 820.273255736403 |
| 2018-11-01 | 821.960756743888 |
| 2018-12-01 | 825.230975796011 |
| 2019-01-01 | 826.803626895361 |
| 2019-02-01 | 829.847752112287 |
| 2019-03-01 | 831.935182584543 |
| 2019-04-01 | 833.978977839558 |
| 2019-05-01 | 834.379426237545 |
| 2019-06-01 | 836.793223681918 |
| 2019-07-01 | 840.640752188460 |
| 2019-08-01 | 841.803137952727 |
| 2019-09-01 | 846.100146220635 |
| 2019-10-01 | 847.739223776178 |
| 2019-11-01 | 850.355589269962 |
| 2019-12-01 | 852.984723959795 |
| 2020-01-01 | 856.809097510081 |
| 2020-02-01 | 859.535485362844 |
| 2020-03-01 | 858.478220690388 |
| 2020-04-01 | 781.190189367079 |
| 2020-05-01 | 789.633371275901 |
| 2020-06-01 | 806.977975088627 |
| 2020-07-01 | 807.608179888635 |
| 2020-08-01 | 811.213666844059 |
| 2020-09-01 | 814.219851701003 |
| 2020-10-01 | 819.342078379032 |
| 2020-11-01 | 822.776421733339 |
| 2020-12-01 | 826.085826211894 |
| 2021-01-01 | 826.053849171866 |
| 2021-02-01 | 828.356347264800 |
| 2021-03-01 | 834.590471126873 |
| 2021-04-01 | 840.004043856564 |
| 2021-05-01 | 844.165973360570 |
| 2021-06-01 | 845.929055857210 |
| 2021-07-01 | 849.015277985578 |
| 2021-08-01 | 851.712081408782 |
| 2021-09-01 | 846.371180582762 |
| 2021-10-01 | 851.879692480476 |
| 2021-11-01 | 854.351374577579 |
| 2021-12-01 | 855.656616395711 |
| 2022-01-01 | 851.870124323140 |
| 2022-02-01 | 855.177067009494 |
| 2022-03-01 | 862.235761817121 |
| 2022-04-01 | 865.159864303588 |
| 2022-05-01 | 866.369089432219 |
| 2022-06-01 | 869.551845869482 |
| 2022-07-01 | 871.250154860502 |
| 2022-08-01 | 874.387872966735 |
| 2022-09-01 | 878.966640776918 |
| 2022-10-01 | 881.262410181307 |
| 2022-11-01 | 884.397375939278 |
| 2022-12-01 | 888.041776987311 |
| 2023-01-01 | 893.293715703281 |
| 2023-02-01 | 896.605816421752 |
| 2023-03-01 | 899.954013221273 |
| 2023-04-01 | 905.832009712141 |
| 2023-05-01 | 912.666636854543 |
| 2023-06-01 | 915.521793666841 |
| 2023-07-01 | 922.582921448703 |
| 2023-08-01 | 927.045132160154 |
| 2023-09-01 | 936.066428509871 |
| 2023-10-01 | 935.386821550092 |
| 2023-11-01 | 939.049745960111 |
| 2023-12-01 | 946.209748242959 |
| 2024-01-01 | 953.504607939060 |
| 2024-02-01 | 952.658325796694 |
| 2024-03-01 | 955.894318989681 |
| 2024-04-01 | 955.060521776675 |
| 2024-05-01 | 956.603926643122 |
| 2024-06-01 | 958.490483549871 |
| 2024-07-01 | 969.015619814048 |
| 2024-08-01 | 973.273974745115 |
| 2024-09-01 | 977.233716705171 |
| 2024-10-01 | 982.569496335828 |
| 2024-11-01 | 986.018970794129 |
| 2024-12-01 | 985.150603036408 |
| 2025-01-01 | 989.881514063480 |
| 2025-02-01 | 994.807840916900 |
| 2025-03-01 | 997.376970865133 |
| 2025-04-01 | 1004.388427859840 |
| 2025-05-01 | 1006.648913329980 |
| 2025-06-01 | 1007.944693257630 |
| 2025-07-01 | 1006.916541037940 |
| 2025-08-01 | 1010.161466456190 |
| 2025-09-01 | 1012.044663123920 |
| 2025-10-01 | 1015.589758900050 |
| 2025-11-01 | 1019.135991685740 |
| 2025-12-01 | 1021.147443192570 |
| 2026-01-01 | 1027.201940964740 |
| 2026-02-01 | 1010.261606776250 |
| 2026-03-01 | 1030.727080058430 |
| 2026-04-01 | 1031.082306656180 |