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 2024-11-01 |
| Last Updated | 2024-12-21 6:04 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 | 484.71296482818400 |
| 1990-02-01 | 485.75099292343805 |
| 1990-03-01 | 487.02131018832800 |
| 1990-04-01 | 490.05131213808800 |
| 1990-05-01 | 490.35081099370400 |
| 1990-06-01 | 492.28216565309100 |
| 1990-07-01 | 485.49911710129305 |
| 1990-08-01 | 488.34458833782400 |
| 1990-09-01 | 485.55009560129600 |
| 1990-10-01 | 491.59440661134806 |
| 1990-11-01 | 492.91497211815500 |
| 1990-12-01 | 493.74804630497704 |
| 1991-01-01 | 481.59382100461403 |
| 1991-02-01 | 481.86602032601303 |
| 1991-03-01 | 481.25086504681394 |
| 1991-04-01 | 484.22238022046900 |
| 1991-05-01 | 484.36362789269504 |
| 1991-06-01 | 484.79712745304600 |
| 1991-07-01 | 484.99668251226500 |
| 1991-08-01 | 485.07479114718400 |
| 1991-09-01 | 479.84688007340600 |
| 1991-10-01 | 494.09771903138494 |
| 1991-11-01 | 493.78532755480103 |
| 1991-12-01 | 493.47786822142000 |
| 1992-01-01 | 478.46102023227400 |
| 1992-02-01 | 481.64122798730796 |
| 1992-03-01 | 483.22914148851197 |
| 1992-04-01 | 482.38663486074500 |
| 1992-05-01 | 481.84338327554497 |
| 1992-06-01 | 481.90796732494500 |
| 1992-07-01 | 483.53774417235496 |
| 1992-08-01 | 483.79566302029900 |
| 1992-09-01 | 485.42249957764800 |
| 1992-10-01 | 478.94523862022700 |
| 1992-11-01 | 477.93360805776100 |
| 1992-12-01 | 478.78218317561300 |
| 1993-01-01 | 481.04303228890296 |
| 1993-02-01 | 478.34410331159300 |
| 1993-03-01 | 477.40632093391500 |
| 1993-04-01 | 474.06244775070803 |
| 1993-05-01 | 473.30278585223000 |
| 1993-06-01 | 476.21652325025200 |
| 1993-07-01 | 480.89989469705500 |
| 1993-08-01 | 480.26310988604300 |
| 1993-09-01 | 480.70765950036600 |
| 1993-10-01 | 480.26749106698900 |
| 1993-11-01 | 481.42987108773600 |
| 1993-12-01 | 483.94582689615400 |
| 1994-01-01 | 483.43190058303594 |
| 1994-02-01 | 482.86107577190400 |
| 1994-03-01 | 484.86101750851400 |
| 1994-04-01 | 484.32463844541803 |
| 1994-05-01 | 485.28117971573400 |
| 1994-06-01 | 488.18819066380600 |
| 1994-07-01 | 487.80577604363900 |
| 1994-08-01 | 489.00058400736600 |
| 1994-09-01 | 489.89919534277600 |
| 1994-10-01 | 489.74323048648500 |
| 1994-11-01 | 491.91053103264505 |
| 1994-12-01 | 491.99374004837200 |
| 1995-01-01 | 491.44445245706900 |
| 1995-02-01 | 490.14712760036497 |
| 1995-03-01 | 489.44188636966600 |
| 1995-04-01 | 493.19670154423100 |
| 1995-05-01 | 495.07393990705300 |
| 1995-06-01 | 495.72585809270106 |
| 1995-07-01 | 495.77878790958505 |
| 1995-08-01 | 495.73753326612100 |
| 1995-09-01 | 498.14003177426900 |
| 1995-10-01 | 500.89214450180606 |
| 1995-11-01 | 503.44703703688200 |
| 1995-12-01 | 505.33562980589700 |
| 1996-01-01 | 505.67771822650803 |
| 1996-02-01 | 508.34094443377404 |
| 1996-03-01 | 510.47799743662300 |
| 1996-04-01 | 517.39281580767410 |
| 1996-05-01 | 517.77117449771400 |
| 1996-06-01 | 518.01633644522600 |
| 1996-07-01 | 521.77966443161600 |
| 1996-08-01 | 522.01580342589000 |
| 1996-09-01 | 522.03286107401200 |
| 1996-10-01 | 520.05451699099190 |
| 1996-11-01 | 521.90761431268210 |
| 1996-12-01 | 523.14885181971400 |
| 1997-01-01 | 523.85691656172500 |
| 1997-02-01 | 525.76841669534300 |
| 1997-03-01 | 526.31010269860800 |
| 1997-04-01 | 526.11163065540100 |
| 1997-05-01 | 526.18738070795700 |
| 1997-06-01 | 529.41060161694100 |
| 1997-07-01 | 528.07929807440300 |
| 1997-08-01 | 530.93629316467400 |
| 1997-09-01 | 527.67053159232300 |
| 1997-10-01 | 530.38595163806290 |
| 1997-11-01 | 529.30294499241300 |
| 1997-12-01 | 530.14436246471100 |
| 1998-01-01 | 535.36382347930800 |
| 1998-02-01 | 536.38870866920200 |
| 1998-03-01 | 536.59146779593700 |
| 1998-04-01 | 546.91188094171000 |
| 1998-05-01 | 552.27900585935900 |
| 1998-06-01 | 553.97871650447300 |
| 1998-07-01 | 549.41568790068490 |
| 1998-08-01 | 549.84220618209000 |
| 1998-09-01 | 553.69080619131000 |
| 1998-10-01 | 554.16884298575800 |
| 1998-11-01 | 556.22368996218500 |
| 1998-12-01 | 555.51954843954500 |
| 1999-01-01 | 559.06595165963200 |
| 1999-02-01 | 560.06075003281800 |
| 1999-03-01 | 559.95885138401000 |
| 1999-04-01 | 558.54414224041200 |
| 1999-05-01 | 557.24950845155900 |
| 1999-06-01 | 557.91163080012500 |
| 1999-07-01 | 560.81945266629200 |
| 1999-08-01 | 558.95183566716210 |
| 1999-09-01 | 564.45307030040100 |
| 1999-10-01 | 567.22135882477700 |
| 1999-11-01 | 568.85090368712000 |
| 1999-12-01 | 569.84389484629600 |
| 2000-01-01 | 571.73784629932200 |
| 2000-02-01 | 572.41391976764700 |
| 2000-03-01 | 573.79368460427500 |
| 2000-04-01 | 577.33220161291710 |
| 2000-05-01 | 577.42565128239100 |
| 2000-06-01 | 578.71899638158900 |
| 2000-07-01 | 579.53192654405900 |
| 2000-08-01 | 581.43362983250300 |
| 2000-09-01 | 583.06065375767700 |
| 2000-10-01 | 582.64345763002200 |
| 2000-11-01 | 584.38294836980800 |
| 2000-12-01 | 588.35052150578910 |
| 2001-01-01 | 589.46720444898800 |
| 2001-02-01 | 593.91687152245000 |
| 2001-03-01 | 597.96948452569900 |
| 2001-04-01 | 599.27688203132200 |
| 2001-05-01 | 602.56039744721300 |
| 2001-06-01 | 605.32331457260100 |
| 2001-07-01 | 609.70561902828600 |
| 2001-08-01 | 612.84606078331400 |
| 2001-09-01 | 613.96311421352900 |
| 2001-10-01 | 620.13153332935200 |
| 2001-11-01 | 622.84702968865900 |
| 2001-12-01 | 625.62123749326000 |
| 2002-01-01 | 625.74212199304800 |
| 2002-02-01 | 627.49795396651800 |
| 2002-03-01 | 629.06281170362100 |
| 2002-04-01 | 635.81111604475300 |
| 2002-05-01 | 639.49382699448600 |
| 2002-06-01 | 641.95782868794800 |
| 2002-07-01 | 643.77701491186000 |
| 2002-08-01 | 646.13892608792200 |
| 2002-09-01 | 648.52335327992600 |
| 2002-10-01 | 652.06643829809090 |
| 2002-11-01 | 655.42497338556600 |
| 2002-12-01 | 657.23253494207390 |
| 2003-01-01 | 657.30134997662100 |
| 2003-02-01 | 660.13731573439500 |
| 2003-03-01 | 663.13488845583400 |
| 2003-04-01 | 669.24869020111900 |
| 2003-05-01 | 673.09727276677800 |
| 2003-06-01 | 676.76175306310700 |
| 2003-07-01 | 680.13505021180100 |
| 2003-08-01 | 682.76664384761810 |
| 2003-09-01 | 684.81634376834510 |
| 2003-10-01 | 688.16292573390100 |
| 2003-11-01 | 690.31746545799000 |
| 2003-12-01 | 693.19615334705910 |
| 2004-01-01 | 694.87140734129590 |
| 2004-02-01 | 696.94364397311900 |
| 2004-03-01 | 698.42403238383000 |
| 2004-04-01 | 698.80852084655300 |
| 2004-05-01 | 699.12095045725900 |
| 2004-06-01 | 700.40035467460500 |
| 2004-07-01 | 701.93280993220400 |
| 2004-08-01 | 704.77766114686500 |
| 2004-09-01 | 705.51970742468010 |
| 2004-10-01 | 706.76338518142890 |
| 2004-11-01 | 707.95122492203400 |
| 2004-12-01 | 710.02474898250190 |
| 2005-01-01 | 713.19595624996000 |
| 2005-02-01 | 713.88128632453000 |
| 2005-03-01 | 715.00945530046100 |
| 2005-04-01 | 719.96144001453900 |
| 2005-05-01 | 723.10545016896610 |
| 2005-06-01 | 727.18575003756100 |
| 2005-07-01 | 725.42928801394610 |
| 2005-08-01 | 730.36844826707110 |
| 2005-09-01 | 733.74755452150500 |
| 2005-10-01 | 734.83575374320910 |
| 2005-11-01 | 737.01607210641100 |
| 2005-12-01 | 738.87017520249890 |
| 2006-01-01 | 740.07361745548100 |
| 2006-02-01 | 742.06633901018800 |
| 2006-03-01 | 742.60499940076910 |
| 2006-04-01 | 744.13253558219600 |
| 2006-05-01 | 745.77839880358090 |
| 2006-06-01 | 748.44534693085900 |
| 2006-07-01 | 745.98400250791510 |
| 2006-08-01 | 750.34622054163300 |
| 2006-09-01 | 752.61474297729300 |
| 2006-10-01 | 754.80126526995500 |
| 2006-11-01 | 756.10775647375110 |
| 2006-12-01 | 758.21774757711000 |
| 2007-01-01 | 761.54179544263590 |
| 2007-02-01 | 764.54766292345200 |
| 2007-03-01 | 766.97530557487300 |
| 2007-04-01 | 767.39856460930600 |
| 2007-05-01 | 770.14864208098300 |
| 2007-06-01 | 771.93875436160800 |
| 2007-07-01 | 775.14628060846600 |
| 2007-08-01 | 776.79720153802200 |
| 2007-09-01 | 780.55869165993310 |
| 2007-10-01 | 783.30523928272400 |
| 2007-11-01 | 786.02402538818800 |
| 2007-12-01 | 787.93153232127900 |
| 2008-01-01 | 792.70976938181500 |
| 2008-02-01 | 795.09735685673210 |
| 2008-03-01 | 796.82428934083000 |
| 2008-04-01 | 800.60606663802000 |
| 2008-05-01 | 802.84193352742600 |
| 2008-06-01 | 805.81358013054590 |
| 2008-07-01 | 811.23172153153900 |
| 2008-08-01 | 814.10717535712710 |
| 2008-09-01 | 817.94305432662910 |
| 2008-10-01 | 820.51321574818800 |
| 2008-11-01 | 824.14899155406410 |
| 2008-12-01 | 826.64092084538300 |
| 2009-01-01 | 826.44565197634800 |
| 2009-02-01 | 828.79102672503800 |
| 2009-03-01 | 831.82926287712900 |
| 2009-04-01 | 833.08412644156800 |
| 2009-05-01 | 836.32695319385890 |
| 2009-06-01 | 838.68678593012290 |
| 2009-07-01 | 841.48314120335800 |
| 2009-08-01 | 840.52588856308400 |
| 2009-09-01 | 840.48387678908600 |
| 2009-10-01 | 843.61717121772000 |
| 2009-11-01 | 842.24793092589600 |
| 2009-12-01 | 842.50031100273000 |
| 2010-01-01 | 839.82863895804700 |
| 2010-02-01 | 836.77182410043000 |
| 2010-03-01 | 838.36388863087290 |
| 2010-04-01 | 840.66508876466990 |
| 2010-05-01 | 839.17361274167210 |
| 2010-06-01 | 840.02208065151800 |
| 2010-07-01 | 839.16107598713110 |
| 2010-08-01 | 841.14032372273110 |
| 2010-09-01 | 843.73153051991390 |
| 2010-10-01 | 844.01116531465500 |
| 2010-11-01 | 845.17057642136990 |
| 2010-12-01 | 845.95466782054100 |
| 2011-01-01 | 848.76125291484610 |
| 2011-02-01 | 849.80939310743000 |
| 2011-03-01 | 851.76487504117900 |
| 2011-04-01 | 848.45737784568890 |
| 2011-05-01 | 847.80024304646610 |
| 2011-06-01 | 848.21639826543900 |
| 2011-07-01 | 847.91425974032510 |
| 2011-08-01 | 847.61402700291000 |
| 2011-09-01 | 850.57653304064410 |
| 2011-10-01 | 852.51220955080510 |
| 2011-11-01 | 855.34199084678300 |
| 2011-12-01 | 859.12228589225210 |
| 2012-01-01 | 862.24338957608900 |
| 2012-02-01 | 867.36713610009510 |
| 2012-03-01 | 870.25899750006810 |
| 2012-04-01 | 873.70027872998200 |
| 2012-05-01 | 877.46852045755790 |
| 2012-06-01 | 880.54495275459400 |
| 2012-07-01 | 881.41529143244910 |
| 2012-08-01 | 885.67001409574900 |
| 2012-09-01 | 884.31186989236490 |
| 2012-10-01 | 885.12604668046600 |
| 2012-11-01 | 886.83758405356500 |
| 2012-12-01 | 889.23121235248800 |
| 2013-01-01 | 878.15653771937200 |
| 2013-02-01 | 879.24971628204890 |
| 2013-03-01 | 881.99890868176410 |
| 2013-04-01 | 891.54194098838000 |
| 2013-05-01 | 890.78505838544300 |
| 2013-06-01 | 889.91066022486000 |
| 2013-07-01 | 891.78889809060200 |
| 2013-08-01 | 894.25026008305410 |
| 2013-09-01 | 894.11940025973400 |
| 2013-10-01 | 895.39561636954300 |
| 2013-11-01 | 897.21256589542200 |
| 2013-12-01 | 901.09033586129400 |
| 2014-01-01 | 902.92462214671600 |
| 2014-02-01 | 904.45158425055600 |
| 2014-03-01 | 906.97291023772400 |
| 2014-04-01 | 907.39588894033490 |
| 2014-05-01 | 909.10252957574000 |
| 2014-06-01 | 910.81819226752500 |
| 2014-07-01 | 911.88314706730690 |
| 2014-08-01 | 919.09875194054300 |
| 2014-09-01 | 921.61309716732900 |
| 2014-10-01 | 923.26533952959110 |
| 2014-11-01 | 924.68588600106300 |
| 2014-12-01 | 924.35830740894900 |
| 2015-01-01 | 925.69223741731900 |
| 2015-02-01 | 929.72062422280400 |
| 2015-03-01 | 930.95104177706890 |
| 2015-04-01 | 933.09769373030600 |
| 2015-05-01 | 935.91943814565000 |
| 2015-06-01 | 937.25100375095910 |
| 2015-07-01 | 945.51504285588590 |
| 2015-08-01 | 947.71606481436100 |
| 2015-09-01 | 951.67632630167690 |
| 2015-10-01 | 955.12969484558500 |
| 2015-11-01 | 957.99769859813510 |
| 2015-12-01 | 960.58120799456800 |
| 2016-01-01 | 961.73535675225400 |
| 2016-02-01 | 963.60006016152690 |
| 2016-03-01 | 965.14452979464600 |
| 2016-04-01 | 972.03947181687810 |
| 2016-05-01 | 973.70842398700110 |
| 2016-06-01 | 975.67663475750000 |
| 2016-07-01 | 977.40584492853610 |
| 2016-08-01 | 976.82838414090000 |
| 2016-09-01 | 979.29911123224510 |
| 2016-10-01 | 988.48845014783600 |
| 2016-11-01 | 990.66684673783400 |
| 2016-12-01 | 993.59240587292890 |
| 2017-01-01 | 997.22943074688910 |
| 2017-02-01 | 998.78915409503100 |
| 2017-03-01 | 1004.13579178016990 |
| 2017-04-01 | 1005.60922435792000 |
| 2017-05-01 | 1010.60788329876990 |
| 2017-06-01 | 1012.14601464588010 |
| 2017-07-01 | 1016.25364767895010 |
| 2017-08-01 | 1017.94416368618010 |
| 2017-09-01 | 1023.37348619609010 |
| 2017-10-01 | 1025.81694738660990 |
| 2017-11-01 | 1027.33553411504000 |
| 2017-12-01 | 1027.55806898314020 |
| 2018-01-01 | 1037.03058847412000 |
| 2018-02-01 | 1037.47547097213000 |
| 2018-03-01 | 1039.22046561334000 |
| 2018-04-01 | 1037.25873008569000 |
| 2018-05-01 | 1037.82124162317000 |
| 2018-06-01 | 1041.99950451538000 |
| 2018-07-01 | 1041.75966408132000 |
| 2018-08-01 | 1047.77294610910000 |
| 2018-09-01 | 1046.68080369185990 |
| 2018-10-01 | 1047.95062622868020 |
| 2018-11-01 | 1049.59605294644000 |
| 2018-12-01 | 1053.49486150382000 |
| 2019-01-01 | 1056.66041923975010 |
| 2019-02-01 | 1062.02521696011010 |
| 2019-03-01 | 1063.43163627956980 |
| 2019-04-01 | 1065.77706288181000 |
| 2019-05-01 | 1067.19449497142000 |
| 2019-06-01 | 1070.41205108659000 |
| 2019-07-01 | 1074.48859596505000 |
| 2019-08-01 | 1076.33428574128020 |
| 2019-09-01 | 1082.01241824965000 |
| 2019-10-01 | 1083.00148944725020 |
| 2019-11-01 | 1086.60394050551990 |
| 2019-12-01 | 1089.78981637792000 |
| 2020-01-01 | 1094.53497994064010 |
| 2020-02-01 | 1099.58247225736000 |
| 2020-03-01 | 1093.59780028239000 |
| 2020-04-01 | 986.94183217719600 |
| 2020-05-01 | 1002.24097820228010 |
| 2020-06-01 | 1027.93894623368000 |
| 2020-07-01 | 1030.57862217919000 |
| 2020-08-01 | 1035.96396551822000 |
| 2020-09-01 | 1039.95140894718000 |
| 2020-10-01 | 1048.36115040115000 |
| 2020-11-01 | 1052.94480610283000 |
| 2020-12-01 | 1056.93101077856000 |
| 2021-01-01 | 1057.66353230582000 |
| 2021-02-01 | 1062.52880026406000 |
| 2021-03-01 | 1067.58645946223000 |
| 2021-04-01 | 1074.78726499431000 |
| 2021-05-01 | 1081.33626005429000 |
| 2021-06-01 | 1083.30449125104000 |
| 2021-07-01 | 1088.27490184945000 |
| 2021-08-01 | 1090.83947917770000 |
| 2021-09-01 | 1084.66142653905000 |
| 2021-10-01 | 1093.33838220784000 |
| 2021-11-01 | 1097.69215822634990 |
| 2021-12-01 | 1098.99918400694000 |
| 2022-01-01 | 1096.64787666696000 |
| 2022-02-01 | 1101.98505622293000 |
| 2022-03-01 | 1107.97567455411000 |
| 2022-04-01 | 1110.92905930210000 |
| 2022-05-01 | 1115.02977487845990 |
| 2022-06-01 | 1117.49571137192000 |
| 2022-07-01 | 1120.72897414831000 |
| 2022-08-01 | 1125.66755693686000 |
| 2022-09-01 | 1131.18688006700000 |
| 2022-10-01 | 1135.28201686266000 |
| 2022-11-01 | 1139.26860854366990 |
| 2022-12-01 | 1142.21177802187000 |
| 2023-01-01 | 1151.96353752709000 |
| 2023-02-01 | 1157.86642891078000 |
| 2023-03-01 | 1158.67399136381000 |
| 2023-04-01 | 1164.81007193316990 |
| 2023-05-01 | 1175.92883353482000 |
| 2023-06-01 | 1174.37823300190980 |
| 2023-07-01 | 1180.08556576648020 |
| 2023-08-01 | 1187.44357137503020 |
| 2023-09-01 | 1192.75164094495000 |
| 2023-10-01 | 1196.73282582583000 |
| 2023-11-01 | 1199.34523849983000 |
| 2023-12-01 | 1206.62620242731990 |
| 2024-01-01 | 1211.67912127973000 |
| 2024-02-01 | 1215.01446572250000 |
| 2024-03-01 | 1222.79645537831000 |
| 2024-04-01 | 1227.43835763042000 |
| 2024-05-01 | 1227.26837550687000 |
| 2024-06-01 | 1233.91545138381000 |
| 2024-07-01 | 1245.89061911248000 |
| 2024-08-01 | 1239.58476461587000 |
| 2024-09-01 | 1242.47094404712000 |
| 2024-10-01 | 1247.02697749752000 |
| 2024-11-01 | 1253.75677564467000 |
