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 2026-05-01 |
| Last Updated | 2026-06-24 10:48 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 | 395.104809407984 |
| 1990-02-01 | 396.243958133227 |
| 1990-03-01 | 398.021544295095 |
| 1990-04-01 | 400.425708506524 |
| 1990-05-01 | 401.557485835149 |
| 1990-06-01 | 401.020068057165 |
| 1990-07-01 | 397.940717929134 |
| 1990-08-01 | 400.818773092770 |
| 1990-09-01 | 397.757226060032 |
| 1990-10-01 | 400.996985555607 |
| 1990-11-01 | 400.819797272514 |
| 1990-12-01 | 401.608680242543 |
| 1991-01-01 | 386.366887459274 |
| 1991-02-01 | 386.826135554032 |
| 1991-03-01 | 387.117668120481 |
| 1991-04-01 | 389.122474977078 |
| 1991-05-01 | 389.648708304482 |
| 1991-06-01 | 387.435011210883 |
| 1991-07-01 | 390.715595580593 |
| 1991-08-01 | 391.293359772685 |
| 1991-09-01 | 385.120889637131 |
| 1991-10-01 | 397.187670716753 |
| 1991-11-01 | 396.606311055428 |
| 1991-12-01 | 397.030170677535 |
| 1992-01-01 | 380.974067666761 |
| 1992-02-01 | 383.691898059536 |
| 1992-03-01 | 385.386215075772 |
| 1992-04-01 | 384.493274159435 |
| 1992-05-01 | 384.662571023584 |
| 1992-06-01 | 382.656662247888 |
| 1992-07-01 | 385.250683650143 |
| 1992-08-01 | 386.166170359689 |
| 1992-09-01 | 387.167573659990 |
| 1992-10-01 | 378.874775458244 |
| 1992-11-01 | 378.076139353958 |
| 1992-12-01 | 378.430341981981 |
| 1993-01-01 | 381.140164390975 |
| 1993-02-01 | 377.969305883260 |
| 1993-03-01 | 376.817435560628 |
| 1993-04-01 | 374.566031920666 |
| 1993-05-01 | 374.789849454503 |
| 1993-06-01 | 375.563550039378 |
| 1993-07-01 | 383.130832469545 |
| 1993-08-01 | 382.997150344824 |
| 1993-09-01 | 382.447853385814 |
| 1993-10-01 | 381.362405607829 |
| 1993-11-01 | 381.866181692924 |
| 1993-12-01 | 383.604639843343 |
| 1994-01-01 | 383.948123793291 |
| 1994-02-01 | 383.703982016477 |
| 1994-03-01 | 384.972112239252 |
| 1994-04-01 | 385.612669032433 |
| 1994-05-01 | 386.996264488400 |
| 1994-06-01 | 387.872594834328 |
| 1994-07-01 | 388.273990010508 |
| 1994-08-01 | 389.249803342652 |
| 1994-09-01 | 389.416565044399 |
| 1994-10-01 | 389.255312410480 |
| 1994-11-01 | 390.635115539939 |
| 1994-12-01 | 390.511522399978 |
| 1995-01-01 | 390.571401458285 |
| 1995-02-01 | 390.253346744088 |
| 1995-03-01 | 389.395264972291 |
| 1995-04-01 | 392.765546744528 |
| 1995-05-01 | 393.937678239287 |
| 1995-06-01 | 394.654058890089 |
| 1995-07-01 | 394.233167383956 |
| 1995-08-01 | 394.260952843494 |
| 1995-09-01 | 396.169933593843 |
| 1995-10-01 | 398.586560701453 |
| 1995-11-01 | 400.423004792990 |
| 1995-12-01 | 401.716433095186 |
| 1996-01-01 | 402.259083321439 |
| 1996-02-01 | 403.768118189317 |
| 1996-03-01 | 405.783264102076 |
| 1996-04-01 | 410.427993181594 |
| 1996-05-01 | 411.501169779331 |
| 1996-06-01 | 411.380977904530 |
| 1996-07-01 | 415.286656818756 |
| 1996-08-01 | 415.981646475702 |
| 1996-09-01 | 416.787457495248 |
| 1996-10-01 | 415.935841604158 |
| 1996-11-01 | 416.804896170032 |
| 1996-12-01 | 417.440073168744 |
| 1997-01-01 | 417.702735248391 |
| 1997-02-01 | 418.602405341026 |
| 1997-03-01 | 418.884398599865 |
| 1997-04-01 | 418.044346480978 |
| 1997-05-01 | 417.723506443695 |
| 1997-06-01 | 420.329703125185 |
| 1997-07-01 | 420.046365890148 |
| 1997-08-01 | 421.840166289645 |
| 1997-09-01 | 419.406249576733 |
| 1997-10-01 | 420.032278344599 |
| 1997-11-01 | 419.127614977997 |
| 1997-12-01 | 419.661836703211 |
| 1998-01-01 | 424.690047375016 |
| 1998-02-01 | 425.205759551627 |
| 1998-03-01 | 425.668126354598 |
| 1998-04-01 | 437.037061095889 |
| 1998-05-01 | 441.094170759411 |
| 1998-06-01 | 442.684582014255 |
| 1998-07-01 | 440.186420192318 |
| 1998-08-01 | 440.205422016650 |
| 1998-09-01 | 443.532726677236 |
| 1998-10-01 | 444.340836045061 |
| 1998-11-01 | 446.506704681969 |
| 1998-12-01 | 445.589570653120 |
| 1999-01-01 | 447.333325990751 |
| 1999-02-01 | 447.785335451878 |
| 1999-03-01 | 447.688670232369 |
| 1999-04-01 | 446.267892261930 |
| 1999-05-01 | 444.640145385329 |
| 1999-06-01 | 444.804120422092 |
| 1999-07-01 | 447.070491189823 |
| 1999-08-01 | 445.532918907318 |
| 1999-09-01 | 451.024948598261 |
| 1999-10-01 | 453.942046000352 |
| 1999-11-01 | 455.205661461451 |
| 1999-12-01 | 456.341441644772 |
| 2000-01-01 | 457.555927270467 |
| 2000-02-01 | 457.747217654505 |
| 2000-03-01 | 458.598844713285 |
| 2000-04-01 | 462.711799339107 |
| 2000-05-01 | 462.925849506749 |
| 2000-06-01 | 463.502932131609 |
| 2000-07-01 | 464.591922700956 |
| 2000-08-01 | 465.741613197911 |
| 2000-09-01 | 467.047274440274 |
| 2000-10-01 | 466.515348642424 |
| 2000-11-01 | 467.648247430526 |
| 2000-12-01 | 471.071773423058 |
| 2001-01-01 | 473.914525784960 |
| 2001-02-01 | 478.131898945127 |
| 2001-03-01 | 481.518881881081 |
| 2001-04-01 | 482.472737295497 |
| 2001-05-01 | 485.256797531464 |
| 2001-06-01 | 488.207886011037 |
| 2001-07-01 | 491.691727750721 |
| 2001-08-01 | 494.338616036477 |
| 2001-09-01 | 495.146874539682 |
| 2001-10-01 | 500.374822727926 |
| 2001-11-01 | 502.600829508234 |
| 2001-12-01 | 504.395937143090 |
| 2002-01-01 | 505.251661132232 |
| 2002-02-01 | 506.738962848949 |
| 2002-03-01 | 508.006291113715 |
| 2002-04-01 | 514.191365263618 |
| 2002-05-01 | 517.390312298743 |
| 2002-06-01 | 519.601025206994 |
| 2002-07-01 | 521.427952885539 |
| 2002-08-01 | 522.800109960088 |
| 2002-09-01 | 524.701515026710 |
| 2002-10-01 | 526.939925125748 |
| 2002-11-01 | 529.654943115890 |
| 2002-12-01 | 530.902914224482 |
| 2003-01-01 | 528.945272477175 |
| 2003-02-01 | 531.593937678917 |
| 2003-03-01 | 534.184704507157 |
| 2003-04-01 | 538.734423198629 |
| 2003-05-01 | 541.590554240717 |
| 2003-06-01 | 544.568421778858 |
| 2003-07-01 | 547.073203621758 |
| 2003-08-01 | 549.326642438489 |
| 2003-09-01 | 550.805088864954 |
| 2003-10-01 | 553.151457901671 |
| 2003-11-01 | 554.874499205842 |
| 2003-12-01 | 557.502439046967 |
| 2004-01-01 | 557.792610898816 |
| 2004-02-01 | 560.293405895664 |
| 2004-03-01 | 561.809640812891 |
| 2004-04-01 | 561.106221341714 |
| 2004-05-01 | 561.334145197024 |
| 2004-06-01 | 561.953544521485 |
| 2004-07-01 | 563.260032227342 |
| 2004-08-01 | 565.674261675107 |
| 2004-09-01 | 566.677439919643 |
| 2004-10-01 | 567.667082979606 |
| 2004-11-01 | 568.617603440052 |
| 2004-12-01 | 570.586102063559 |
| 2005-01-01 | 573.106836096153 |
| 2005-02-01 | 573.859648616661 |
| 2005-03-01 | 575.497437847651 |
| 2005-04-01 | 579.132981242848 |
| 2005-05-01 | 581.898148784001 |
| 2005-06-01 | 585.094089437680 |
| 2005-07-01 | 583.898073228892 |
| 2005-08-01 | 588.079701446490 |
| 2005-09-01 | 590.875727558492 |
| 2005-10-01 | 592.485768824707 |
| 2005-11-01 | 594.351624841964 |
| 2005-12-01 | 595.447571694806 |
| 2006-01-01 | 596.372169485298 |
| 2006-02-01 | 597.515612552117 |
| 2006-03-01 | 597.678460015244 |
| 2006-04-01 | 599.261632802120 |
| 2006-05-01 | 600.220490018642 |
| 2006-06-01 | 601.958283929844 |
| 2006-07-01 | 599.942302231694 |
| 2006-08-01 | 603.125867725002 |
| 2006-09-01 | 604.728014873676 |
| 2006-10-01 | 605.671150266695 |
| 2006-11-01 | 607.082189645078 |
| 2006-12-01 | 608.639315003963 |
| 2007-01-01 | 612.311925097209 |
| 2007-02-01 | 615.242732554424 |
| 2007-03-01 | 617.598986481409 |
| 2007-04-01 | 618.264385202707 |
| 2007-05-01 | 620.305711755476 |
| 2007-06-01 | 621.465347691157 |
| 2007-07-01 | 623.336473789412 |
| 2007-08-01 | 624.000417815497 |
| 2007-09-01 | 626.843053291127 |
| 2007-10-01 | 628.986583929195 |
| 2007-11-01 | 631.127994347697 |
| 2007-12-01 | 632.247430195119 |
| 2008-01-01 | 634.834491760394 |
| 2008-02-01 | 636.408509897975 |
| 2008-03-01 | 638.177424066604 |
| 2008-04-01 | 640.050734172234 |
| 2008-05-01 | 641.726038794281 |
| 2008-06-01 | 643.941314720688 |
| 2008-07-01 | 648.551907469521 |
| 2008-08-01 | 650.812580451113 |
| 2008-09-01 | 653.519490991077 |
| 2008-10-01 | 656.261155742882 |
| 2008-11-01 | 659.274102277643 |
| 2008-12-01 | 661.552966243709 |
| 2009-01-01 | 661.876898957351 |
| 2009-02-01 | 663.638282799126 |
| 2009-03-01 | 666.338126305081 |
| 2009-04-01 | 668.281058519866 |
| 2009-05-01 | 671.304496596633 |
| 2009-06-01 | 673.194699448463 |
| 2009-07-01 | 676.768671973736 |
| 2009-08-01 | 675.913634798297 |
| 2009-09-01 | 675.072658288128 |
| 2009-10-01 | 675.335078455934 |
| 2009-11-01 | 673.636602121905 |
| 2009-12-01 | 673.328843235740 |
| 2010-01-01 | 671.436383070906 |
| 2010-02-01 | 667.960970804537 |
| 2010-03-01 | 669.518783219992 |
| 2010-04-01 | 671.556798356584 |
| 2010-05-01 | 669.618274949774 |
| 2010-06-01 | 670.164020252687 |
| 2010-07-01 | 669.138945353810 |
| 2010-08-01 | 670.504466870664 |
| 2010-09-01 | 672.712131263111 |
| 2010-10-01 | 673.101924008675 |
| 2010-11-01 | 674.014159882552 |
| 2010-12-01 | 674.280343444806 |
| 2011-01-01 | 677.091709273223 |
| 2011-02-01 | 677.478893024591 |
| 2011-03-01 | 679.011919340473 |
| 2011-04-01 | 675.773843313851 |
| 2011-05-01 | 675.339760719296 |
| 2011-06-01 | 675.271299795124 |
| 2011-07-01 | 674.414674682592 |
| 2011-08-01 | 674.124482838761 |
| 2011-09-01 | 677.008096894846 |
| 2011-10-01 | 679.559348761928 |
| 2011-11-01 | 682.551193820930 |
| 2011-12-01 | 685.252240367517 |
| 2012-01-01 | 686.890058088550 |
| 2012-02-01 | 691.426204879211 |
| 2012-03-01 | 693.555268683175 |
| 2012-04-01 | 697.135515855481 |
| 2012-05-01 | 699.502033266098 |
| 2012-06-01 | 702.217384413387 |
| 2012-07-01 | 703.785616894468 |
| 2012-08-01 | 706.280726406375 |
| 2012-09-01 | 705.310777579198 |
| 2012-10-01 | 705.822826529984 |
| 2012-11-01 | 707.370247049908 |
| 2012-12-01 | 709.037787858183 |
| 2013-01-01 | 693.911446079248 |
| 2013-02-01 | 694.527555297070 |
| 2013-03-01 | 696.784403454912 |
| 2013-04-01 | 704.864281503506 |
| 2013-05-01 | 704.304907907041 |
| 2013-06-01 | 702.965708345149 |
| 2013-07-01 | 704.672279240571 |
| 2013-08-01 | 705.814664127691 |
| 2013-09-01 | 706.422411875925 |
| 2013-10-01 | 707.193182239366 |
| 2013-11-01 | 708.398141093135 |
| 2013-12-01 | 711.584188172735 |
| 2014-01-01 | 713.680983505329 |
| 2014-02-01 | 714.484849782042 |
| 2014-03-01 | 716.764941104928 |
| 2014-04-01 | 717.014743022270 |
| 2014-05-01 | 718.515353511069 |
| 2014-06-01 | 719.958799109074 |
| 2014-07-01 | 720.017069165783 |
| 2014-08-01 | 726.203581388084 |
| 2014-09-01 | 728.374640318615 |
| 2014-10-01 | 729.013846105927 |
| 2014-11-01 | 729.953314344598 |
| 2014-12-01 | 729.524051151252 |
| 2015-01-01 | 730.301884274188 |
| 2015-02-01 | 733.585243515727 |
| 2015-03-01 | 734.276682208312 |
| 2015-04-01 | 735.025529408682 |
| 2015-05-01 | 736.981739133777 |
| 2015-06-01 | 737.470518105020 |
| 2015-07-01 | 744.232685236509 |
| 2015-08-01 | 746.518491320942 |
| 2015-09-01 | 749.697697549423 |
| 2015-10-01 | 752.555510396193 |
| 2015-11-01 | 754.813942569716 |
| 2015-12-01 | 757.118979300149 |
| 2016-01-01 | 757.588989078693 |
| 2016-02-01 | 759.341577488547 |
| 2016-03-01 | 760.982756600858 |
| 2016-04-01 | 766.372806396566 |
| 2016-05-01 | 768.074818619497 |
| 2016-06-01 | 769.697219518349 |
| 2016-07-01 | 769.986156300523 |
| 2016-08-01 | 770.020637932062 |
| 2016-09-01 | 771.073529858382 |
| 2016-10-01 | 778.443771647881 |
| 2016-11-01 | 779.048442491163 |
| 2016-12-01 | 781.353638716670 |
| 2017-01-01 | 785.339114888257 |
| 2017-02-01 | 785.621523238444 |
| 2017-03-01 | 789.680533866826 |
| 2017-04-01 | 790.644076340033 |
| 2017-05-01 | 794.122913361529 |
| 2017-06-01 | 795.157982483094 |
| 2017-07-01 | 798.731994931658 |
| 2017-08-01 | 800.673570136782 |
| 2017-09-01 | 804.016995704111 |
| 2017-10-01 | 805.584613229833 |
| 2017-11-01 | 806.572907954940 |
| 2017-12-01 | 806.178931862302 |
| 2018-01-01 | 813.627037947867 |
| 2018-02-01 | 813.076864260629 |
| 2018-03-01 | 814.444208006545 |
| 2018-04-01 | 813.358577272528 |
| 2018-05-01 | 813.298851929691 |
| 2018-06-01 | 816.134495171645 |
| 2018-07-01 | 816.064249952037 |
| 2018-08-01 | 821.188096387358 |
| 2018-09-01 | 819.092593565522 |
| 2018-10-01 | 820.290579887770 |
| 2018-11-01 | 821.974249856144 |
| 2018-12-01 | 825.228164231395 |
| 2019-01-01 | 826.785491621170 |
| 2019-02-01 | 829.737994161962 |
| 2019-03-01 | 831.982422386973 |
| 2019-04-01 | 833.981904367472 |
| 2019-05-01 | 834.362036227484 |
| 2019-06-01 | 836.801131479672 |
| 2019-07-01 | 840.648480018546 |
| 2019-08-01 | 841.837159397975 |
| 2019-09-01 | 846.129849273605 |
| 2019-10-01 | 847.770591618563 |
| 2019-11-01 | 850.385835059549 |
| 2019-12-01 | 853.008367641235 |
| 2020-01-01 | 856.790053221431 |
| 2020-02-01 | 859.245164778876 |
| 2020-03-01 | 858.582146873736 |
| 2020-04-01 | 781.209471448011 |
| 2020-05-01 | 789.633731833769 |
| 2020-06-01 | 806.998694862541 |
| 2020-07-01 | 807.631790107853 |
| 2020-08-01 | 811.234223900714 |
| 2020-09-01 | 814.259122940334 |
| 2020-10-01 | 819.381124057073 |
| 2020-11-01 | 822.815989314628 |
| 2020-12-01 | 826.135389436790 |
| 2021-01-01 | 826.046671622280 |
| 2021-02-01 | 827.925520165590 |
| 2021-03-01 | 834.707777318119 |
| 2021-04-01 | 840.052675728887 |
| 2021-05-01 | 844.194984657796 |
| 2021-06-01 | 845.964998710307 |
| 2021-07-01 | 849.060500031064 |
| 2021-08-01 | 851.720392477612 |
| 2021-09-01 | 846.415499358423 |
| 2021-10-01 | 851.924889581769 |
| 2021-11-01 | 854.397978307644 |
| 2021-12-01 | 855.712342733771 |
| 2022-01-01 | 851.832628734566 |
| 2022-02-01 | 854.718394531507 |
| 2022-03-01 | 862.325529795769 |
| 2022-04-01 | 865.211488414078 |
| 2022-05-01 | 866.410616644980 |
| 2022-06-01 | 869.636087925684 |
| 2022-07-01 | 871.305937003592 |
| 2022-08-01 | 874.410953535050 |
| 2022-09-01 | 879.009838489291 |
| 2022-10-01 | 881.308476696905 |
| 2022-11-01 | 884.433579301776 |
| 2022-12-01 | 888.083685006956 |
| 2023-01-01 | 893.175249885506 |
| 2023-02-01 | 896.252033442753 |
| 2023-03-01 | 899.943073796033 |
| 2023-04-01 | 905.854090966187 |
| 2023-05-01 | 912.728586199147 |
| 2023-06-01 | 915.687496303138 |
| 2023-07-01 | 922.641497225466 |
| 2023-08-01 | 927.110301623863 |
| 2023-09-01 | 936.132822497079 |
| 2023-10-01 | 935.449679261236 |
| 2023-11-01 | 939.079431042142 |
| 2023-12-01 | 946.230664925990 |
| 2024-01-01 | 953.278414764959 |
| 2024-02-01 | 952.373524900555 |
| 2024-03-01 | 955.698881340316 |
| 2024-04-01 | 954.976727674905 |
| 2024-05-01 | 956.804691530629 |
| 2024-06-01 | 958.796015725378 |
| 2024-07-01 | 969.097073533277 |
| 2024-08-01 | 973.399605506390 |
| 2024-09-01 | 977.335870709390 |
| 2024-10-01 | 982.642596951690 |
| 2024-11-01 | 986.022475161447 |
| 2024-12-01 | 985.136629181842 |
| 2025-01-01 | 989.597583405255 |
| 2025-02-01 | 994.487638649100 |
| 2025-03-01 | 996.972492152784 |
| 2025-04-01 | 1004.268654345000 |
| 2025-05-01 | 1006.971135902810 |
| 2025-06-01 | 1008.372854796660 |
| 2025-07-01 | 1007.038167604750 |
| 2025-08-01 | 1010.353473640290 |
| 2025-09-01 | 1012.189130629340 |
| 2025-10-01 | 1015.679699517120 |
| 2025-11-01 | 1019.130134208430 |
| 2025-12-01 | 1021.083808391730 |
| 2026-01-01 | 1026.900224386400 |
| 2026-02-01 | 1009.841763710400 |
| 2026-03-01 | 1030.119238714360 |
| 2026-04-01 | 1029.752796223830 |
| 2026-05-01 | 1031.077689242790 |