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 2024-10-01 |
| Last Updated | 2024-11-20 5:57 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 | 484.71723662274900 |
| 1990-02-01 | 485.75281949397200 |
| 1990-03-01 | 487.02307655528600 |
| 1990-04-01 | 490.05354411860700 |
| 1990-05-01 | 490.35316508159303 |
| 1990-06-01 | 492.28387423162803 |
| 1990-07-01 | 485.50088158952600 |
| 1990-08-01 | 488.34703701828596 |
| 1990-09-01 | 485.55100614019700 |
| 1990-10-01 | 491.58816059600500 |
| 1990-11-01 | 492.90892865417300 |
| 1990-12-01 | 493.74118339276197 |
| 1991-01-01 | 481.59818694775703 |
| 1991-02-01 | 481.86765395557800 |
| 1991-03-01 | 481.25252202498600 |
| 1991-04-01 | 484.22455198092797 |
| 1991-05-01 | 484.36580603119200 |
| 1991-06-01 | 484.79864731896500 |
| 1991-07-01 | 484.99826371242500 |
| 1991-08-01 | 485.07696453960900 |
| 1991-09-01 | 479.84766042129300 |
| 1991-10-01 | 494.09213846157500 |
| 1991-11-01 | 493.77997391410105 |
| 1991-12-01 | 493.47157824312796 |
| 1992-01-01 | 478.46524218113000 |
| 1992-02-01 | 481.64250840492997 |
| 1992-03-01 | 483.23047641565000 |
| 1992-04-01 | 482.38859080811700 |
| 1992-05-01 | 481.84516838922997 |
| 1992-06-01 | 481.90917230198200 |
| 1992-07-01 | 483.53902060350600 |
| 1992-08-01 | 483.79748731509100 |
| 1992-09-01 | 485.42314875235100 |
| 1992-10-01 | 478.94085333405300 |
| 1992-11-01 | 477.92958874329300 |
| 1992-12-01 | 478.77721418656900 |
| 1993-01-01 | 481.04647910340000 |
| 1993-02-01 | 478.34497834981300 |
| 1993-03-01 | 477.40721142484904 |
| 1993-04-01 | 474.06417976415200 |
| 1993-05-01 | 473.30403703257105 |
| 1993-06-01 | 476.21738468540400 |
| 1993-07-01 | 480.90079603630900 |
| 1993-08-01 | 480.26436060558297 |
| 1993-09-01 | 480.70817714378995 |
| 1993-10-01 | 480.26451370234497 |
| 1993-11-01 | 481.42709158977400 |
| 1993-12-01 | 483.94213465557400 |
| 1994-01-01 | 483.43452584569803 |
| 1994-02-01 | 482.86129079711100 |
| 1994-03-01 | 484.86130647422300 |
| 1994-04-01 | 484.32620053504100 |
| 1994-05-01 | 485.28200892715100 |
| 1994-06-01 | 488.18878870843000 |
| 1994-07-01 | 487.80642302827204 |
| 1994-08-01 | 489.00142508436600 |
| 1994-09-01 | 489.89957551665395 |
| 1994-10-01 | 489.74166813531800 |
| 1994-11-01 | 491.90900626864200 |
| 1994-12-01 | 491.99124306463700 |
| 1995-01-01 | 491.44572785962600 |
| 1995-02-01 | 490.14672759690694 |
| 1995-03-01 | 489.44129855284900 |
| 1995-04-01 | 493.19873664616700 |
| 1995-05-01 | 495.07421237730796 |
| 1995-06-01 | 495.72646507247700 |
| 1995-07-01 | 495.77945514195900 |
| 1995-08-01 | 495.73804872265504 |
| 1995-09-01 | 498.14028917121300 |
| 1995-10-01 | 500.89171669608805 |
| 1995-11-01 | 503.44629045957800 |
| 1995-12-01 | 505.33399212631895 |
| 1996-01-01 | 505.67779758280500 |
| 1996-02-01 | 508.34000650902100 |
| 1996-03-01 | 510.47658869620903 |
| 1996-04-01 | 517.39534959590300 |
| 1996-05-01 | 517.77109405601400 |
| 1996-06-01 | 518.01715955284300 |
| 1996-07-01 | 521.78059054606300 |
| 1996-08-01 | 522.01638166374400 |
| 1996-09-01 | 522.03308824947500 |
| 1996-10-01 | 520.05453485555900 |
| 1996-11-01 | 521.90722401257110 |
| 1996-12-01 | 523.14778688020310 |
| 1997-01-01 | 523.85595570350900 |
| 1997-02-01 | 525.76710003703000 |
| 1997-03-01 | 526.30807431526900 |
| 1997-04-01 | 526.11470824867600 |
| 1997-05-01 | 526.18700336716300 |
| 1997-06-01 | 529.41171599443600 |
| 1997-07-01 | 528.08051103395890 |
| 1997-08-01 | 530.93693296055100 |
| 1997-09-01 | 527.67077452259200 |
| 1997-10-01 | 530.38600722289100 |
| 1997-11-01 | 529.30255152622900 |
| 1997-12-01 | 530.14357631081500 |
| 1998-01-01 | 535.36264617980100 |
| 1998-02-01 | 536.38718952108400 |
| 1998-03-01 | 536.58927184604900 |
| 1998-04-01 | 546.91483000119100 |
| 1998-05-01 | 552.27870918007500 |
| 1998-06-01 | 553.97998988550800 |
| 1998-07-01 | 549.41702774438400 |
| 1998-08-01 | 549.84288293273110 |
| 1998-09-01 | 553.69107197230800 |
| 1998-10-01 | 554.16886589979200 |
| 1998-11-01 | 556.22331111160700 |
| 1998-12-01 | 555.51881277902600 |
| 1999-01-01 | 559.06483778025200 |
| 1999-02-01 | 560.05926088226700 |
| 1999-03-01 | 559.95656676070800 |
| 1999-04-01 | 558.54690110854600 |
| 1999-05-01 | 557.24919633378900 |
| 1999-06-01 | 557.91285222170700 |
| 1999-07-01 | 560.82073490088600 |
| 1999-08-01 | 558.95241911881200 |
| 1999-09-01 | 564.45326731282000 |
| 1999-10-01 | 567.22131333705200 |
| 1999-11-01 | 568.85058327424200 |
| 1999-12-01 | 569.84329690362200 |
| 2000-01-01 | 571.73698626143400 |
| 2000-02-01 | 572.41286156236100 |
| 2000-03-01 | 573.79184684994800 |
| 2000-04-01 | 577.33402315879900 |
| 2000-05-01 | 577.42558168578400 |
| 2000-06-01 | 578.71996787095000 |
| 2000-07-01 | 579.53289070030290 |
| 2000-08-01 | 581.43407323185000 |
| 2000-09-01 | 583.06083497880500 |
| 2000-10-01 | 582.64338432957800 |
| 2000-11-01 | 584.38272365751400 |
| 2000-12-01 | 588.35013270849700 |
| 2001-01-01 | 589.46664514989800 |
| 2001-02-01 | 593.91623429095100 |
| 2001-03-01 | 597.96817078065200 |
| 2001-04-01 | 599.27789078533700 |
| 2001-05-01 | 602.56046498384500 |
| 2001-06-01 | 605.32393755981000 |
| 2001-07-01 | 609.70621932083000 |
| 2001-08-01 | 612.84634476365600 |
| 2001-09-01 | 613.96325472792700 |
| 2001-10-01 | 620.13147699958700 |
| 2001-11-01 | 622.84690783652900 |
| 2001-12-01 | 625.62103328877500 |
| 2002-01-01 | 625.74181310594300 |
| 2002-02-01 | 627.49774249207300 |
| 2002-03-01 | 629.06207144894890 |
| 2002-04-01 | 635.81127050901900 |
| 2002-05-01 | 639.49409112655290 |
| 2002-06-01 | 641.95812130906200 |
| 2002-07-01 | 643.77725832635400 |
| 2002-08-01 | 646.13908987436700 |
| 2002-09-01 | 648.52350646741600 |
| 2002-10-01 | 652.06643167313800 |
| 2002-11-01 | 655.42493880663700 |
| 2002-12-01 | 657.23249636109500 |
| 2003-01-01 | 657.30120449950300 |
| 2003-02-01 | 660.13723666755990 |
| 2003-03-01 | 663.13433206809600 |
| 2003-04-01 | 669.24878939815800 |
| 2003-05-01 | 673.09739879637800 |
| 2003-06-01 | 676.76188453080900 |
| 2003-07-01 | 680.13516598850990 |
| 2003-08-01 | 682.76673125070300 |
| 2003-09-01 | 684.81644632829100 |
| 2003-10-01 | 688.16294325835600 |
| 2003-11-01 | 690.31748039794600 |
| 2003-12-01 | 693.19617995882500 |
| 2004-01-01 | 694.87130730259800 |
| 2004-02-01 | 696.94362055947410 |
| 2004-03-01 | 698.42365934947600 |
| 2004-04-01 | 698.80858102385700 |
| 2004-05-01 | 699.12101027874800 |
| 2004-06-01 | 700.40041576499400 |
| 2004-07-01 | 701.93286959300910 |
| 2004-08-01 | 704.77771368193100 |
| 2004-09-01 | 705.51977036801600 |
| 2004-10-01 | 706.76340800694600 |
| 2004-11-01 | 707.95125197692400 |
| 2004-12-01 | 710.02477520925290 |
| 2005-01-01 | 713.19586469298200 |
| 2005-02-01 | 713.88124764851590 |
| 2005-03-01 | 715.00929857896890 |
| 2005-04-01 | 719.96145065231700 |
| 2005-05-01 | 723.10547357865210 |
| 2005-06-01 | 727.18579370557300 |
| 2005-07-01 | 725.42932234625390 |
| 2005-08-01 | 730.36847573739400 |
| 2005-09-01 | 733.74757929420400 |
| 2005-10-01 | 734.83577949455310 |
| 2005-11-01 | 737.01609991563400 |
| 2005-12-01 | 738.87020527323000 |
| 2006-01-01 | 740.07354900773190 |
| 2006-02-01 | 742.06632031105200 |
| 2006-03-01 | 742.60491671826800 |
| 2006-04-01 | 744.13252895642900 |
| 2006-05-01 | 745.77840132217690 |
| 2006-06-01 | 748.44537541794800 |
| 2006-07-01 | 745.98399442551690 |
| 2006-08-01 | 750.34621967332990 |
| 2006-09-01 | 752.61474208756700 |
| 2006-10-01 | 754.80134347427090 |
| 2006-11-01 | 756.10775976068290 |
| 2006-12-01 | 758.21784758174000 |
| 2007-01-01 | 761.54176279148300 |
| 2007-02-01 | 764.54759237761200 |
| 2007-03-01 | 766.97528364388700 |
| 2007-04-01 | 767.39850146240600 |
| 2007-05-01 | 770.14862280538190 |
| 2007-06-01 | 771.93876460260800 |
| 2007-07-01 | 775.14623217682300 |
| 2007-08-01 | 776.79718184761300 |
| 2007-09-01 | 780.55868923587600 |
| 2007-10-01 | 783.30541297180800 |
| 2007-11-01 | 786.02404077628600 |
| 2007-12-01 | 787.93173618983700 |
| 2008-01-01 | 792.70974616860200 |
| 2008-02-01 | 795.09721209589500 |
| 2008-03-01 | 796.82423496642590 |
| 2008-04-01 | 800.60592944772700 |
| 2008-05-01 | 802.84188308598800 |
| 2008-06-01 | 805.81355844299600 |
| 2008-07-01 | 811.23163763082310 |
| 2008-08-01 | 814.10716295587410 |
| 2008-09-01 | 817.94309104340390 |
| 2008-10-01 | 820.51355024170300 |
| 2008-11-01 | 824.14907266294600 |
| 2008-12-01 | 826.64124998001300 |
| 2009-01-01 | 826.44561482646100 |
| 2009-02-01 | 828.79074548472200 |
| 2009-03-01 | 831.82911058867300 |
| 2009-04-01 | 833.08386366636310 |
| 2009-05-01 | 836.32684606742910 |
| 2009-06-01 | 838.68671693177090 |
| 2009-07-01 | 841.48304727005200 |
| 2009-08-01 | 840.52589487967100 |
| 2009-09-01 | 840.48401042149510 |
| 2009-10-01 | 843.61768798023900 |
| 2009-11-01 | 842.24822734850200 |
| 2009-12-01 | 842.50096307824610 |
| 2010-01-01 | 839.82829342875700 |
| 2010-02-01 | 836.77132424890500 |
| 2010-03-01 | 838.36356098747300 |
| 2010-04-01 | 840.66471048239200 |
| 2010-05-01 | 839.17343148726810 |
| 2010-06-01 | 840.02201107672310 |
| 2010-07-01 | 839.16104175164500 |
| 2010-08-01 | 841.14039083617400 |
| 2010-09-01 | 843.73178194688800 |
| 2010-10-01 | 844.01186363189300 |
| 2010-11-01 | 845.17109095330310 |
| 2010-12-01 | 845.95561890467100 |
| 2011-01-01 | 848.76055886093990 |
| 2011-02-01 | 849.80861088757600 |
| 2011-03-01 | 851.76434444371600 |
| 2011-04-01 | 848.45687163941000 |
| 2011-05-01 | 847.79999603540200 |
| 2011-06-01 | 848.21633256034400 |
| 2011-07-01 | 847.91448540018100 |
| 2011-08-01 | 847.61413001405900 |
| 2011-09-01 | 850.57689158084300 |
| 2011-10-01 | 852.51301671963390 |
| 2011-11-01 | 855.34275656463900 |
| 2011-12-01 | 859.12345673770710 |
| 2012-01-01 | 862.24230376406490 |
| 2012-02-01 | 867.36610214027500 |
| 2012-03-01 | 870.25819538133600 |
| 2012-04-01 | 873.69955674221500 |
| 2012-05-01 | 877.46803989536100 |
| 2012-06-01 | 880.54543891610100 |
| 2012-07-01 | 881.41574090084000 |
| 2012-08-01 | 885.67025060649700 |
| 2012-09-01 | 884.31248984922100 |
| 2012-10-01 | 885.12699951805500 |
| 2012-11-01 | 886.83837623915900 |
| 2012-12-01 | 889.23210227784500 |
| 2013-01-01 | 878.15512247191900 |
| 2013-02-01 | 879.24848262588100 |
| 2013-03-01 | 881.99769015836810 |
| 2013-04-01 | 891.54118123924200 |
| 2013-05-01 | 890.78449164081100 |
| 2013-06-01 | 889.91184470010810 |
| 2013-07-01 | 891.78972214215390 |
| 2013-08-01 | 894.25080727937610 |
| 2013-09-01 | 894.12021703388700 |
| 2013-10-01 | 895.39726855952610 |
| 2013-11-01 | 897.21289821854400 |
| 2013-12-01 | 901.09032124339490 |
| 2014-01-01 | 902.92238132921700 |
| 2014-02-01 | 904.44997585413190 |
| 2014-03-01 | 906.97138321324200 |
| 2014-04-01 | 907.39540533964700 |
| 2014-05-01 | 909.10212131991310 |
| 2014-06-01 | 910.82035383969890 |
| 2014-07-01 | 911.88453966713000 |
| 2014-08-01 | 919.09987089897800 |
| 2014-09-01 | 921.61406060481700 |
| 2014-10-01 | 923.26806136004300 |
| 2014-11-01 | 924.68686987700610 |
| 2014-12-01 | 924.35466271573100 |
| 2015-01-01 | 925.68658707484690 |
| 2015-02-01 | 929.72081856761090 |
| 2015-03-01 | 930.95042187783910 |
| 2015-04-01 | 933.09796023646700 |
| 2015-05-01 | 935.91964551054090 |
| 2015-06-01 | 937.25385481259590 |
| 2015-07-01 | 945.51706490389210 |
| 2015-08-01 | 947.71754229113910 |
| 2015-09-01 | 951.67710659249600 |
| 2015-10-01 | 955.13294434195010 |
| 2015-11-01 | 957.99871292480400 |
| 2015-12-01 | 960.57327776644200 |
| 2016-01-01 | 961.72620332702900 |
| 2016-02-01 | 963.60294597095500 |
| 2016-03-01 | 965.14617954015700 |
| 2016-04-01 | 972.04140802961900 |
| 2016-05-01 | 973.70987093484610 |
| 2016-06-01 | 975.68039249578600 |
| 2016-07-01 | 977.40800676469000 |
| 2016-08-01 | 976.82891742281300 |
| 2016-09-01 | 979.29779194896810 |
| 2016-10-01 | 988.49034466837800 |
| 2016-11-01 | 990.66759701227910 |
| 2016-12-01 | 993.57934227470990 |
| 2017-01-01 | 997.21479607193410 |
| 2017-02-01 | 998.80688678017400 |
| 2017-03-01 | 1004.13819923133010 |
| 2017-04-01 | 1005.61181872646000 |
| 2017-05-01 | 1010.61117240919010 |
| 2017-06-01 | 1012.15004673955000 |
| 2017-07-01 | 1016.25433150330990 |
| 2017-08-01 | 1017.94134129913000 |
| 2017-09-01 | 1023.36729309520000 |
| 2017-10-01 | 1025.81466789424000 |
| 2017-11-01 | 1027.33422473324000 |
| 2017-12-01 | 1027.54449370237000 |
| 2018-01-01 | 1037.01587630944000 |
| 2018-02-01 | 1037.50898022642000 |
| 2018-03-01 | 1039.22435575632000 |
| 2018-04-01 | 1037.26241085543000 |
| 2018-05-01 | 1037.82536909936000 |
| 2018-06-01 | 1042.00354879401000 |
| 2018-07-01 | 1041.76028674045980 |
| 2018-08-01 | 1047.76996741496990 |
| 2018-09-01 | 1046.64932878173000 |
| 2018-10-01 | 1047.94730529844010 |
| 2018-11-01 | 1049.59211187779000 |
| 2018-12-01 | 1053.47599153777000 |
| 2019-01-01 | 1056.67148315345000 |
| 2019-02-01 | 1062.07383480574000 |
| 2019-03-01 | 1063.43986976327000 |
| 2019-04-01 | 1065.78629535029020 |
| 2019-05-01 | 1067.20151498834000 |
| 2019-06-01 | 1070.40962572206000 |
| 2019-07-01 | 1074.47438450523000 |
| 2019-08-01 | 1076.31336795336980 |
| 2019-09-01 | 1081.94116695926980 |
| 2019-10-01 | 1082.99510710056000 |
| 2019-11-01 | 1086.60680249751000 |
| 2019-12-01 | 1089.78348019958000 |
| 2020-01-01 | 1094.59920669596980 |
| 2020-02-01 | 1099.64891128881980 |
| 2020-03-01 | 1093.62385551932000 |
| 2020-04-01 | 986.96232377928490 |
| 2020-05-01 | 1002.25264219011000 |
| 2020-06-01 | 1027.91400776254000 |
| 2020-07-01 | 1030.51869651574000 |
| 2020-08-01 | 1035.88955493249000 |
| 2020-09-01 | 1039.82106819020990 |
| 2020-10-01 | 1048.35318313381980 |
| 2020-11-01 | 1052.97865110968000 |
| 2020-12-01 | 1056.97255318744990 |
| 2021-01-01 | 1057.80789992604010 |
| 2021-02-01 | 1062.62902903506000 |
| 2021-03-01 | 1067.64243951424000 |
| 2021-04-01 | 1074.82696698715000 |
| 2021-05-01 | 1081.37383845148020 |
| 2021-06-01 | 1083.22384267009000 |
| 2021-07-01 | 1088.12977523524000 |
| 2021-08-01 | 1090.62909284104010 |
| 2021-09-01 | 1084.33991789770000 |
| 2021-10-01 | 1093.34656206982000 |
| 2021-11-01 | 1097.88936294089010 |
| 2021-12-01 | 1099.15895485437000 |
| 2022-01-01 | 1096.89007028403010 |
| 2022-02-01 | 1102.13710047857000 |
| 2022-03-01 | 1108.07419929766000 |
| 2022-04-01 | 1110.98440865285990 |
| 2022-05-01 | 1115.08738384628990 |
| 2022-06-01 | 1117.34622198855000 |
| 2022-07-01 | 1120.48238937884000 |
| 2022-08-01 | 1125.28625520758000 |
| 2022-09-01 | 1130.58151911358000 |
| 2022-10-01 | 1135.28654538766000 |
| 2022-11-01 | 1139.69116438259000 |
| 2022-12-01 | 1142.52018269044020 |
| 2023-01-01 | 1152.32910975230000 |
| 2023-02-01 | 1158.08589401003000 |
| 2023-03-01 | 1158.82330555703000 |
| 2023-04-01 | 1164.88218787117000 |
| 2023-05-01 | 1176.01484580277000 |
| 2023-06-01 | 1174.15638605130020 |
| 2023-07-01 | 1179.73509729081000 |
| 2023-08-01 | 1186.86515131425000 |
| 2023-09-01 | 1191.81226817870000 |
| 2023-10-01 | 1196.73375745603020 |
| 2023-11-01 | 1200.00605899717000 |
| 2023-12-01 | 1207.10561013344000 |
| 2024-01-01 | 1212.15214048771990 |
| 2024-02-01 | 1215.30691749833000 |
| 2024-03-01 | 1222.99868697747000 |
| 2024-04-01 | 1227.52642430213020 |
| 2024-05-01 | 1227.37120474586000 |
| 2024-06-01 | 1233.64319241104000 |
| 2024-07-01 | 1245.45455507217000 |
| 2024-08-01 | 1238.85722085780000 |
| 2024-09-01 | 1241.28828937515980 |
| 2024-10-01 | 1242.44163652577000 |
