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 2026-06-01 |
| 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 | 395.106381308945 |
| 1990-02-01 | 396.246175920878 |
| 1990-03-01 | 398.035148991757 |
| 1990-04-01 | 400.426435109586 |
| 1990-05-01 | 401.555856498009 |
| 1990-06-01 | 401.022033663361 |
| 1990-07-01 | 397.939679071319 |
| 1990-08-01 | 400.814117910310 |
| 1990-09-01 | 397.751413502722 |
| 1990-10-01 | 400.999580034402 |
| 1990-11-01 | 400.814935724286 |
| 1990-12-01 | 401.603492792261 |
| 1991-01-01 | 386.369185950959 |
| 1991-02-01 | 386.826347521165 |
| 1991-03-01 | 387.133149349223 |
| 1991-04-01 | 389.123062653664 |
| 1991-05-01 | 389.646059147828 |
| 1991-06-01 | 387.436768548214 |
| 1991-07-01 | 390.714070922602 |
| 1991-08-01 | 391.289449838117 |
| 1991-09-01 | 385.115016386639 |
| 1991-10-01 | 397.190410293500 |
| 1991-11-01 | 396.602066946277 |
| 1991-12-01 | 397.025519222015 |
| 1992-01-01 | 380.977029354342 |
| 1992-02-01 | 383.689933792421 |
| 1992-03-01 | 385.403498035732 |
| 1992-04-01 | 384.493509702332 |
| 1992-05-01 | 384.659026598623 |
| 1992-06-01 | 382.657398226476 |
| 1992-07-01 | 385.248850513079 |
| 1992-08-01 | 386.162923310848 |
| 1992-09-01 | 387.162845135104 |
| 1992-10-01 | 378.876332823213 |
| 1992-11-01 | 378.073133067964 |
| 1992-12-01 | 378.426835986663 |
| 1993-01-01 | 381.144491052727 |
| 1993-02-01 | 377.967544320093 |
| 1993-03-01 | 376.829611238896 |
| 1993-04-01 | 374.568250680759 |
| 1993-05-01 | 374.786774611708 |
| 1993-06-01 | 375.562497288784 |
| 1993-07-01 | 383.128930869427 |
| 1993-08-01 | 382.994647533846 |
| 1993-09-01 | 382.443871222996 |
| 1993-10-01 | 381.362540039773 |
| 1993-11-01 | 381.864555527093 |
| 1993-12-01 | 383.603296861187 |
| 1994-01-01 | 383.951920425950 |
| 1994-02-01 | 383.704409151258 |
| 1994-03-01 | 384.980895934943 |
| 1994-04-01 | 385.615707084676 |
| 1994-05-01 | 386.993422497868 |
| 1994-06-01 | 387.869646433583 |
| 1994-07-01 | 388.271156338216 |
| 1994-08-01 | 389.246381384404 |
| 1994-09-01 | 389.412975959397 |
| 1994-10-01 | 389.253451540488 |
| 1994-11-01 | 390.635206281067 |
| 1994-12-01 | 390.513647584500 |
| 1995-01-01 | 390.576674744393 |
| 1995-02-01 | 390.257690972522 |
| 1995-03-01 | 389.401162481778 |
| 1995-04-01 | 392.769000627881 |
| 1995-05-01 | 393.933792529252 |
| 1995-06-01 | 394.648315902106 |
| 1995-07-01 | 394.226688871420 |
| 1995-08-01 | 394.256748189153 |
| 1995-09-01 | 396.164671636723 |
| 1995-10-01 | 398.582609682901 |
| 1995-11-01 | 400.420232447975 |
| 1995-12-01 | 401.727353337350 |
| 1996-01-01 | 402.278426839118 |
| 1996-02-01 | 403.770900632965 |
| 1996-03-01 | 405.787995621208 |
| 1996-04-01 | 410.431317035832 |
| 1996-05-01 | 411.498405690257 |
| 1996-06-01 | 411.360335997633 |
| 1996-07-01 | 415.274584555215 |
| 1996-08-01 | 415.978722024580 |
| 1996-09-01 | 416.782377078244 |
| 1996-10-01 | 415.931061667521 |
| 1996-11-01 | 416.800129795584 |
| 1996-12-01 | 417.460681406341 |
| 1997-01-01 | 417.738880908150 |
| 1997-02-01 | 418.602628784291 |
| 1997-03-01 | 418.887184303529 |
| 1997-04-01 | 418.045247340987 |
| 1997-05-01 | 417.721838312957 |
| 1997-06-01 | 420.293125022384 |
| 1997-07-01 | 420.029147356764 |
| 1997-08-01 | 421.842520150971 |
| 1997-09-01 | 419.402795534058 |
| 1997-10-01 | 420.027678873000 |
| 1997-11-01 | 419.120448613756 |
| 1997-12-01 | 419.689554282080 |
| 1998-01-01 | 424.739805480272 |
| 1998-02-01 | 425.200808138556 |
| 1998-03-01 | 425.668313305632 |
| 1998-04-01 | 437.033831563181 |
| 1998-05-01 | 441.095945545098 |
| 1998-06-01 | 442.633187957211 |
| 1998-07-01 | 440.168388251104 |
| 1998-08-01 | 440.212889493967 |
| 1998-09-01 | 443.532647054006 |
| 1998-10-01 | 444.339720722395 |
| 1998-11-01 | 446.506040081168 |
| 1998-12-01 | 445.614193954356 |
| 1999-01-01 | 447.371902127373 |
| 1999-02-01 | 447.783972737086 |
| 1999-03-01 | 447.689445663096 |
| 1999-04-01 | 446.259328941043 |
| 1999-05-01 | 444.638642283087 |
| 1999-06-01 | 444.766657993319 |
| 1999-07-01 | 447.056538364973 |
| 1999-08-01 | 445.542939075590 |
| 1999-09-01 | 451.019535094913 |
| 1999-10-01 | 453.944916933429 |
| 1999-11-01 | 455.209342187793 |
| 1999-12-01 | 456.357574771272 |
| 2000-01-01 | 457.577982747096 |
| 2000-02-01 | 457.748870836484 |
| 2000-03-01 | 458.600571925000 |
| 2000-04-01 | 462.701185195057 |
| 2000-05-01 | 462.923927516375 |
| 2000-06-01 | 463.482477428194 |
| 2000-07-01 | 464.585343903542 |
| 2000-08-01 | 465.749646210190 |
| 2000-09-01 | 467.035946452952 |
| 2000-10-01 | 466.520832898041 |
| 2000-11-01 | 467.654868341973 |
| 2000-12-01 | 471.078451941608 |
| 2001-01-01 | 473.919444361794 |
| 2001-02-01 | 478.137026180644 |
| 2001-03-01 | 481.521548107802 |
| 2001-04-01 | 482.465317782221 |
| 2001-05-01 | 485.253624359942 |
| 2001-06-01 | 488.204813005251 |
| 2001-07-01 | 491.690881982883 |
| 2001-08-01 | 494.344875765520 |
| 2001-09-01 | 495.126943246755 |
| 2001-10-01 | 500.380538077482 |
| 2001-11-01 | 502.605126978097 |
| 2001-12-01 | 504.398830003241 |
| 2002-01-01 | 505.253141403260 |
| 2002-02-01 | 506.743305005531 |
| 2002-03-01 | 508.009046802552 |
| 2002-04-01 | 514.187710412150 |
| 2002-05-01 | 517.389847193729 |
| 2002-06-01 | 519.601094688558 |
| 2002-07-01 | 521.429028382613 |
| 2002-08-01 | 522.802380049830 |
| 2002-09-01 | 524.686656446040 |
| 2002-10-01 | 526.942554269885 |
| 2002-11-01 | 529.656768461437 |
| 2002-12-01 | 530.904275669396 |
| 2003-01-01 | 528.945929966498 |
| 2003-02-01 | 531.596762622468 |
| 2003-03-01 | 534.187428513540 |
| 2003-04-01 | 538.734018478768 |
| 2003-05-01 | 541.590427775225 |
| 2003-06-01 | 544.568708961221 |
| 2003-07-01 | 547.073692398252 |
| 2003-08-01 | 549.327177147702 |
| 2003-09-01 | 550.796237297549 |
| 2003-10-01 | 553.151964136042 |
| 2003-11-01 | 554.875116307432 |
| 2003-12-01 | 557.503253803693 |
| 2004-01-01 | 557.793681857123 |
| 2004-02-01 | 560.295319899262 |
| 2004-03-01 | 561.812076837996 |
| 2004-04-01 | 561.105919026904 |
| 2004-05-01 | 561.333979324255 |
| 2004-06-01 | 561.953352842412 |
| 2004-07-01 | 563.259367738582 |
| 2004-08-01 | 565.673176572069 |
| 2004-09-01 | 566.676231263320 |
| 2004-10-01 | 567.666200773619 |
| 2004-11-01 | 568.617380723013 |
| 2004-12-01 | 570.586443572170 |
| 2005-01-01 | 573.107994715502 |
| 2005-02-01 | 573.859958693065 |
| 2005-03-01 | 575.499297299598 |
| 2005-04-01 | 579.132811225151 |
| 2005-05-01 | 581.897869682873 |
| 2005-06-01 | 585.093777119118 |
| 2005-07-01 | 583.897603844831 |
| 2005-08-01 | 588.079229494972 |
| 2005-09-01 | 590.875319887607 |
| 2005-10-01 | 592.485510587851 |
| 2005-11-01 | 594.351532267592 |
| 2005-12-01 | 595.447563566529 |
| 2006-01-01 | 596.372886068069 |
| 2006-02-01 | 597.515654959669 |
| 2006-03-01 | 597.679355576495 |
| 2006-04-01 | 599.261532859451 |
| 2006-05-01 | 600.220301128020 |
| 2006-06-01 | 601.958058550976 |
| 2006-07-01 | 599.942022568400 |
| 2006-08-01 | 603.125705167904 |
| 2006-09-01 | 604.727946912916 |
| 2006-10-01 | 605.671135520672 |
| 2006-11-01 | 607.082187997047 |
| 2006-12-01 | 608.639219559142 |
| 2007-01-01 | 612.312199688596 |
| 2007-02-01 | 615.242721019461 |
| 2007-03-01 | 617.599427220341 |
| 2007-04-01 | 618.264334685856 |
| 2007-05-01 | 620.305639800907 |
| 2007-06-01 | 621.465252927322 |
| 2007-07-01 | 623.336298085704 |
| 2007-08-01 | 624.000312400332 |
| 2007-09-01 | 626.843033511360 |
| 2007-10-01 | 628.986604771415 |
| 2007-11-01 | 631.128034349613 |
| 2007-12-01 | 632.247428767486 |
| 2008-01-01 | 634.834579293536 |
| 2008-02-01 | 636.408575614088 |
| 2008-03-01 | 638.177492939479 |
| 2008-04-01 | 640.050713255795 |
| 2008-05-01 | 641.726032712935 |
| 2008-06-01 | 643.941263504249 |
| 2008-07-01 | 648.551777743900 |
| 2008-08-01 | 650.812534812653 |
| 2008-09-01 | 653.519507464212 |
| 2008-10-01 | 656.261194235075 |
| 2008-11-01 | 659.274150744569 |
| 2008-12-01 | 661.553062223253 |
| 2009-01-01 | 661.876937578955 |
| 2009-02-01 | 663.638258567728 |
| 2009-03-01 | 666.338113085701 |
| 2009-04-01 | 668.280957941083 |
| 2009-05-01 | 671.304491097296 |
| 2009-06-01 | 673.194668965726 |
| 2009-07-01 | 676.768566278387 |
| 2009-08-01 | 675.913652589516 |
| 2009-09-01 | 675.072707480903 |
| 2009-10-01 | 675.335154377396 |
| 2009-11-01 | 673.636676199707 |
| 2009-12-01 | 673.329054789497 |
| 2010-01-01 | 671.436379337791 |
| 2010-02-01 | 667.960859650814 |
| 2010-03-01 | 669.518687729871 |
| 2010-04-01 | 671.556611364291 |
| 2010-05-01 | 669.618245618416 |
| 2010-06-01 | 670.163968152920 |
| 2010-07-01 | 669.138878559625 |
| 2010-08-01 | 670.504543895227 |
| 2010-09-01 | 672.712222210952 |
| 2010-10-01 | 673.102038899225 |
| 2010-11-01 | 674.014328200062 |
| 2010-12-01 | 674.280797838176 |
| 2011-01-01 | 677.091490644521 |
| 2011-02-01 | 677.478661641161 |
| 2011-03-01 | 679.011692557301 |
| 2011-04-01 | 675.773684466120 |
| 2011-05-01 | 675.339669774119 |
| 2011-06-01 | 675.271225658992 |
| 2011-07-01 | 674.414645866663 |
| 2011-08-01 | 674.124617465801 |
| 2011-09-01 | 677.008239393544 |
| 2011-10-01 | 679.559520224421 |
| 2011-11-01 | 682.551484583601 |
| 2011-12-01 | 685.252785299834 |
| 2012-01-01 | 686.889611797341 |
| 2012-02-01 | 691.425835727510 |
| 2012-03-01 | 693.554974164383 |
| 2012-04-01 | 697.135440998234 |
| 2012-05-01 | 699.502011339823 |
| 2012-06-01 | 702.217441010277 |
| 2012-07-01 | 703.785610124231 |
| 2012-08-01 | 706.280842165039 |
| 2012-09-01 | 705.310828743268 |
| 2012-10-01 | 705.822871124473 |
| 2012-11-01 | 707.370538716336 |
| 2012-12-01 | 709.038409314006 |
| 2013-01-01 | 693.910815818804 |
| 2013-02-01 | 694.527122394448 |
| 2013-03-01 | 696.784121884868 |
| 2013-04-01 | 704.864386995962 |
| 2013-05-01 | 704.305115157308 |
| 2013-06-01 | 702.966205330069 |
| 2013-07-01 | 704.672455743207 |
| 2013-08-01 | 705.814774390395 |
| 2013-09-01 | 706.422229840038 |
| 2013-10-01 | 707.192808199400 |
| 2013-11-01 | 708.397843300572 |
| 2013-12-01 | 711.584078470641 |
| 2014-01-01 | 713.680175666233 |
| 2014-02-01 | 714.484397715931 |
| 2014-03-01 | 716.765127180632 |
| 2014-04-01 | 717.015927300229 |
| 2014-05-01 | 718.516774051967 |
| 2014-06-01 | 719.960112049566 |
| 2014-07-01 | 720.017522490399 |
| 2014-08-01 | 726.204106183034 |
| 2014-09-01 | 728.371922373557 |
| 2014-10-01 | 729.011227845828 |
| 2014-11-01 | 729.953208744950 |
| 2014-12-01 | 729.523359282158 |
| 2015-01-01 | 730.300596397744 |
| 2015-02-01 | 733.585054533648 |
| 2015-03-01 | 734.278320056750 |
| 2015-04-01 | 735.029275682999 |
| 2015-05-01 | 736.985260263349 |
| 2015-06-01 | 737.472026021259 |
| 2015-07-01 | 744.231712249098 |
| 2015-08-01 | 746.517211703483 |
| 2015-09-01 | 749.691115506988 |
| 2015-10-01 | 752.552042109986 |
| 2015-11-01 | 754.818606007043 |
| 2015-12-01 | 757.119076279689 |
| 2016-01-01 | 757.584211225446 |
| 2016-02-01 | 759.342451861760 |
| 2016-03-01 | 760.984009810145 |
| 2016-04-01 | 766.375198186618 |
| 2016-05-01 | 768.087064744776 |
| 2016-06-01 | 769.701335698833 |
| 2016-07-01 | 769.989399579119 |
| 2016-08-01 | 769.993305721038 |
| 2016-09-01 | 771.067317266409 |
| 2016-10-01 | 778.440340143380 |
| 2016-11-01 | 779.060600904099 |
| 2016-12-01 | 781.361464941415 |
| 2017-01-01 | 785.339067523729 |
| 2017-02-01 | 785.627503441836 |
| 2017-03-01 | 789.678733629596 |
| 2017-04-01 | 790.638830660506 |
| 2017-05-01 | 794.139806967537 |
| 2017-06-01 | 795.164258099421 |
| 2017-07-01 | 798.739111457081 |
| 2017-08-01 | 800.610192155056 |
| 2017-09-01 | 804.008062908371 |
| 2017-10-01 | 805.577672506997 |
| 2017-11-01 | 806.584753191044 |
| 2017-12-01 | 806.201477439168 |
| 2018-01-01 | 813.664815439555 |
| 2018-02-01 | 813.144038168542 |
| 2018-03-01 | 814.368681040790 |
| 2018-04-01 | 813.338312904489 |
| 2018-05-01 | 813.328936344520 |
| 2018-06-01 | 816.148706998712 |
| 2018-07-01 | 816.074660657497 |
| 2018-08-01 | 821.086393048746 |
| 2018-09-01 | 819.071783333969 |
| 2018-10-01 | 820.268722346347 |
| 2018-11-01 | 821.964879171881 |
| 2018-12-01 | 825.236140232982 |
| 2019-01-01 | 826.846474267975 |
| 2019-02-01 | 830.060729082890 |
| 2019-03-01 | 831.778544859175 |
| 2019-04-01 | 833.921080962147 |
| 2019-05-01 | 834.377756923835 |
| 2019-06-01 | 836.809266247136 |
| 2019-07-01 | 840.636052373748 |
| 2019-08-01 | 841.762987446167 |
| 2019-09-01 | 846.066742461554 |
| 2019-10-01 | 847.722824128443 |
| 2019-11-01 | 850.340872608732 |
| 2019-12-01 | 852.967691394202 |
| 2020-01-01 | 856.830383611757 |
| 2020-02-01 | 860.016355943481 |
| 2020-03-01 | 858.207602959852 |
| 2020-04-01 | 781.098908783815 |
| 2020-05-01 | 789.624888397672 |
| 2020-06-01 | 806.988159090295 |
| 2020-07-01 | 807.584626116889 |
| 2020-08-01 | 811.200490260948 |
| 2020-09-01 | 814.172842076927 |
| 2020-10-01 | 819.317846203013 |
| 2020-11-01 | 822.746188677988 |
| 2020-12-01 | 826.038697323530 |
| 2021-01-01 | 826.014733920311 |
| 2021-02-01 | 829.000461325753 |
| 2021-03-01 | 834.344211950848 |
| 2021-04-01 | 839.887650791631 |
| 2021-05-01 | 844.125814007355 |
| 2021-06-01 | 845.906096169629 |
| 2021-07-01 | 848.968792370196 |
| 2021-08-01 | 851.727835818449 |
| 2021-09-01 | 846.313434949355 |
| 2021-10-01 | 851.855196560792 |
| 2021-11-01 | 854.298669416828 |
| 2021-12-01 | 855.622706349476 |
| 2022-01-01 | 851.765471657081 |
| 2022-02-01 | 855.816200974616 |
| 2022-03-01 | 862.117664646274 |
| 2022-04-01 | 865.113375609267 |
| 2022-05-01 | 866.356518922795 |
| 2022-06-01 | 869.401436693780 |
| 2022-07-01 | 871.197232552926 |
| 2022-08-01 | 874.378077514585 |
| 2022-09-01 | 878.902141244717 |
| 2022-10-01 | 881.216108961127 |
| 2022-11-01 | 884.301852407333 |
| 2022-12-01 | 888.061810579269 |
| 2023-01-01 | 893.163684714016 |
| 2023-02-01 | 897.093723929913 |
| 2023-03-01 | 900.083356571402 |
| 2023-04-01 | 905.961567075503 |
| 2023-05-01 | 912.737162176318 |
| 2023-06-01 | 915.228635452780 |
| 2023-07-01 | 922.434962724184 |
| 2023-08-01 | 926.946459999967 |
| 2023-09-01 | 935.940682462225 |
| 2023-10-01 | 935.282815440016 |
| 2023-11-01 | 938.868776015215 |
| 2023-12-01 | 946.276363880802 |
| 2024-01-01 | 953.372841754781 |
| 2024-02-01 | 953.037369450084 |
| 2024-03-01 | 956.271980309130 |
| 2024-04-01 | 955.641006789140 |
| 2024-05-01 | 957.039847605301 |
| 2024-06-01 | 957.796292814023 |
| 2024-07-01 | 968.590777346950 |
| 2024-08-01 | 972.992840564986 |
| 2024-09-01 | 976.991201571768 |
| 2024-10-01 | 982.354039992592 |
| 2024-11-01 | 985.763631380824 |
| 2024-12-01 | 985.211437799226 |
| 2025-01-01 | 989.861610212055 |
| 2025-02-01 | 995.171096224955 |
| 2025-03-01 | 997.959589739598 |
| 2025-04-01 | 1005.585034063370 |
| 2025-05-01 | 1007.619940952730 |
| 2025-06-01 | 1006.668117701190 |
| 2025-07-01 | 1006.079537716980 |
| 2025-08-01 | 1009.676580798900 |
| 2025-09-01 | 1011.673153729010 |
| 2025-10-01 | 1015.284417530280 |
| 2025-11-01 | 1018.842715579630 |
| 2025-12-01 | 1021.155566165710 |
| 2026-01-01 | 1027.301483301090 |
| 2026-02-01 | 1010.653027732030 |
| 2026-03-01 | 1031.398953726380 |
| 2026-04-01 | 1031.738050551510 |
| 2026-05-01 | 1032.337851581600 |
| 2026-06-01 | 1043.715796696820 |