Table Data - All Employees: Education and Health Services: Private Educational Services in Anaheim-Santa Ana-Irvine, CA (MD)
| Title | All Employees: Education and Health Services: Private Educational Services in Anaheim-Santa Ana-Irvine, CA (MD) |
|---|---|
| Series ID | SMU06112446561000001SA |
| 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 2026-08-01 |
| Last Updated | 2026-09-18 10:58 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 | 9.7670678400 |
| 1990-02-01 | 9.6348811694 |
| 1990-03-01 | 9.5720442896 |
| 1990-04-01 | 9.4989235780 |
| 1990-05-01 | 9.5616557674 |
| 1990-06-01 | 9.7373466074 |
| 1990-07-01 | 10.0880321564 |
| 1990-08-01 | 10.0761692850 |
| 1990-09-01 | 9.9692054105 |
| 1990-10-01 | 9.8385082074 |
| 1990-11-01 | 10.0213299463 |
| 1990-12-01 | 9.9757933823 |
| 1991-01-01 | 10.1925645986 |
| 1991-02-01 | 10.1102554092 |
| 1991-03-01 | 10.1383728650 |
| 1991-04-01 | 10.2750072903 |
| 1991-05-01 | 10.3474932404 |
| 1991-06-01 | 10.4523280661 |
| 1991-07-01 | 10.4226200051 |
| 1991-08-01 | 10.5247028998 |
| 1991-09-01 | 10.7836324140 |
| 1991-10-01 | 10.3061319778 |
| 1991-11-01 | 10.2017626520 |
| 1991-12-01 | 10.2523516276 |
| 1992-01-01 | 10.3250090724 |
| 1992-02-01 | 10.2720829041 |
| 1992-03-01 | 10.3991452984 |
| 1992-04-01 | 10.6571909779 |
| 1992-05-01 | 10.7509111265 |
| 1992-06-01 | 10.7862612017 |
| 1992-07-01 | 11.0980402271 |
| 1992-08-01 | 11.1028445311 |
| 1992-09-01 | 11.2164833451 |
| 1992-10-01 | 11.3335859162 |
| 1992-11-01 | 11.4513594700 |
| 1992-12-01 | 11.5839086905 |
| 1993-01-01 | 11.4950048252 |
| 1993-02-01 | 11.9014522477 |
| 1993-03-01 | 12.0298687677 |
| 1993-04-01 | 11.9051689367 |
| 1993-05-01 | 11.9363224125 |
| 1993-06-01 | 11.8361301920 |
| 1993-07-01 | 11.8820938375 |
| 1993-08-01 | 11.9172407370 |
| 1993-09-01 | 12.1789927488 |
| 1993-10-01 | 11.9577956066 |
| 1993-11-01 | 11.9938049956 |
| 1993-12-01 | 12.0125758689 |
| 1994-01-01 | 11.9488114566 |
| 1994-02-01 | 12.0375196635 |
| 1994-03-01 | 12.1104272546 |
| 1994-04-01 | 12.0808568538 |
| 1994-05-01 | 12.2275481596 |
| 1994-06-01 | 12.4869164372 |
| 1994-07-01 | 12.4767666980 |
| 1994-08-01 | 12.4180127725 |
| 1994-09-01 | 12.7529193747 |
| 1994-10-01 | 13.1630001870 |
| 1994-11-01 | 13.4056906643 |
| 1994-12-01 | 13.1273016179 |
| 1995-01-01 | 13.2147108211 |
| 1995-02-01 | 13.1688873711 |
| 1995-03-01 | 13.1972913640 |
| 1995-04-01 | 12.5490605883 |
| 1995-05-01 | 12.7859747486 |
| 1995-06-01 | 13.0933352693 |
| 1995-07-01 | 13.1578441075 |
| 1995-08-01 | 13.4520289866 |
| 1995-09-01 | 13.7419832055 |
| 1995-10-01 | 13.8202826976 |
| 1995-11-01 | 14.3373080517 |
| 1995-12-01 | 14.1706485596 |
| 1996-01-01 | 13.7333661845 |
| 1996-02-01 | 14.0383562523 |
| 1996-03-01 | 13.8991683970 |
| 1996-04-01 | 14.1731010709 |
| 1996-05-01 | 14.2019969527 |
| 1996-06-01 | 14.1709430887 |
| 1996-07-01 | 14.6742695832 |
| 1996-08-01 | 14.3378938755 |
| 1996-09-01 | 14.2129576804 |
| 1996-10-01 | 14.4256869248 |
| 1996-11-01 | 14.5068307998 |
| 1996-12-01 | 14.6503214106 |
| 1997-01-01 | 14.9767353244 |
| 1997-02-01 | 15.2441979308 |
| 1997-03-01 | 15.2845721268 |
| 1997-04-01 | 15.5058406603 |
| 1997-05-01 | 15.6028350792 |
| 1997-06-01 | 15.4007312163 |
| 1997-07-01 | 15.3809793784 |
| 1997-08-01 | 15.6382808219 |
| 1997-09-01 | 15.4008884663 |
| 1997-10-01 | 16.2374847620 |
| 1997-11-01 | 16.3731287686 |
| 1997-12-01 | 16.3414342643 |
| 1998-01-01 | 16.5239187773 |
| 1998-02-01 | 16.5723603877 |
| 1998-03-01 | 16.3213702693 |
| 1998-04-01 | 16.6551992103 |
| 1998-05-01 | 16.8045167213 |
| 1998-06-01 | 16.8039376544 |
| 1998-07-01 | 16.6149887930 |
| 1998-08-01 | 16.6192800231 |
| 1998-09-01 | 16.6727451488 |
| 1998-10-01 | 16.4980959668 |
| 1998-11-01 | 16.5868956529 |
| 1998-12-01 | 16.7904033942 |
| 1999-01-01 | 16.7294148619 |
| 1999-02-01 | 16.6202179886 |
| 1999-03-01 | 16.8586604622 |
| 1999-04-01 | 16.8634987578 |
| 1999-05-01 | 16.9693881274 |
| 1999-06-01 | 17.0780576998 |
| 1999-07-01 | 17.6274351829 |
| 1999-08-01 | 17.5161574304 |
| 1999-09-01 | 17.2036589779 |
| 1999-10-01 | 17.1168859909 |
| 1999-11-01 | 17.3900276588 |
| 1999-12-01 | 17.3479542844 |
| 2000-01-01 | 16.8348988093 |
| 2000-02-01 | 17.4525588084 |
| 2000-03-01 | 17.6647479530 |
| 2000-04-01 | 17.6476323528 |
| 2000-05-01 | 17.5472795314 |
| 2000-06-01 | 18.0974357384 |
| 2000-07-01 | 18.3457480059 |
| 2000-08-01 | 18.7401181070 |
| 2000-09-01 | 18.3039500003 |
| 2000-10-01 | 17.8981204763 |
| 2000-11-01 | 18.1585409888 |
| 2000-12-01 | 18.4077946254 |
| 2001-01-01 | 16.7568524341 |
| 2001-02-01 | 16.5793662115 |
| 2001-03-01 | 16.7786535383 |
| 2001-04-01 | 16.1033717382 |
| 2001-05-01 | 16.5047550192 |
| 2001-06-01 | 16.2944610737 |
| 2001-07-01 | 15.8984301568 |
| 2001-08-01 | 15.6099008696 |
| 2001-09-01 | 15.5769302230 |
| 2001-10-01 | 15.6235319387 |
| 2001-11-01 | 15.6011257789 |
| 2001-12-01 | 15.6000973628 |
| 2002-01-01 | 15.8509599295 |
| 2002-02-01 | 15.9791371766 |
| 2002-03-01 | 15.8237507555 |
| 2002-04-01 | 15.7941743607 |
| 2002-05-01 | 15.8366752404 |
| 2002-06-01 | 16.0182524049 |
| 2002-07-01 | 15.9145395395 |
| 2002-08-01 | 15.9673786224 |
| 2002-09-01 | 16.0155110877 |
| 2002-10-01 | 16.3803510572 |
| 2002-11-01 | 16.3544248392 |
| 2002-12-01 | 16.3414395326 |
| 2003-01-01 | 18.2711728739 |
| 2003-02-01 | 18.2766219540 |
| 2003-03-01 | 18.6519715680 |
| 2003-04-01 | 18.8505580932 |
| 2003-05-01 | 18.9283567329 |
| 2003-06-01 | 18.8231811891 |
| 2003-07-01 | 19.2633336486 |
| 2003-08-01 | 19.4050174500 |
| 2003-09-01 | 19.5154365130 |
| 2003-10-01 | 19.2954521106 |
| 2003-11-01 | 19.3388273019 |
| 2003-12-01 | 19.0037870077 |
| 2004-01-01 | 19.0411480691 |
| 2004-02-01 | 18.8816758017 |
| 2004-03-01 | 18.7527212779 |
| 2004-04-01 | 19.1036459420 |
| 2004-05-01 | 19.0973732654 |
| 2004-06-01 | 19.1746358470 |
| 2004-07-01 | 19.6311960847 |
| 2004-08-01 | 19.9190212072 |
| 2004-09-01 | 19.4880856559 |
| 2004-10-01 | 19.4151696903 |
| 2004-11-01 | 19.5001248920 |
| 2004-12-01 | 19.2125747833 |
| 2005-01-01 | 19.5815630693 |
| 2005-02-01 | 19.4268138792 |
| 2005-03-01 | 19.3103499921 |
| 2005-04-01 | 19.5405893194 |
| 2005-05-01 | 19.5585405192 |
| 2005-06-01 | 20.0126622065 |
| 2005-07-01 | 20.3973130116 |
| 2005-08-01 | 20.5117898665 |
| 2005-09-01 | 20.4013581532 |
| 2005-10-01 | 20.1570876006 |
| 2005-11-01 | 19.9509935317 |
| 2005-12-01 | 20.2565252837 |
| 2006-01-01 | 20.0654662295 |
| 2006-02-01 | 20.5139664413 |
| 2006-03-01 | 20.6886840969 |
| 2006-04-01 | 20.4614965407 |
| 2006-05-01 | 20.6896624867 |
| 2006-06-01 | 20.6706017885 |
| 2006-07-01 | 20.6822257869 |
| 2006-08-01 | 21.0463421426 |
| 2006-09-01 | 20.7177096352 |
| 2006-10-01 | 21.9138240021 |
| 2006-11-01 | 21.3754332265 |
| 2006-12-01 | 21.5583249761 |
| 2007-01-01 | 21.1178726561 |
| 2007-02-01 | 21.0817479957 |
| 2007-03-01 | 21.2781538174 |
| 2007-04-01 | 21.2811903252 |
| 2007-05-01 | 21.5276130118 |
| 2007-06-01 | 21.4686319713 |
| 2007-07-01 | 21.2115945349 |
| 2007-08-01 | 21.2421130986 |
| 2007-09-01 | 21.5555008756 |
| 2007-10-01 | 22.5006271831 |
| 2007-11-01 | 22.5836659972 |
| 2007-12-01 | 22.8415067788 |
| 2008-01-01 | 23.7607555577 |
| 2008-02-01 | 23.4066245628 |
| 2008-03-01 | 23.1943231981 |
| 2008-04-01 | 23.6433272667 |
| 2008-05-01 | 23.4230228801 |
| 2008-06-01 | 23.9395672903 |
| 2008-07-01 | 23.6040569747 |
| 2008-08-01 | 23.4058361956 |
| 2008-09-01 | 24.4023641429 |
| 2008-10-01 | 23.5718875778 |
| 2008-11-01 | 23.9083244072 |
| 2008-12-01 | 23.7828651594 |
| 2009-01-01 | 23.7828777395 |
| 2009-02-01 | 24.0710689255 |
| 2009-03-01 | 23.8054817430 |
| 2009-04-01 | 23.3417706296 |
| 2009-05-01 | 23.2277601479 |
| 2009-06-01 | 23.0768812927 |
| 2009-07-01 | 23.2471743555 |
| 2009-08-01 | 22.2808654544 |
| 2009-09-01 | 23.4462042128 |
| 2009-10-01 | 23.2388151649 |
| 2009-11-01 | 23.5225222021 |
| 2009-12-01 | 23.5597057945 |
| 2010-01-01 | 23.4048225882 |
| 2010-02-01 | 23.3840364351 |
| 2010-03-01 | 23.2855499069 |
| 2010-04-01 | 23.7310929028 |
| 2010-05-01 | 24.1188940174 |
| 2010-06-01 | 23.4285741891 |
| 2010-07-01 | 23.5719965902 |
| 2010-08-01 | 22.8421975449 |
| 2010-09-01 | 23.4870613618 |
| 2010-10-01 | 23.8563436337 |
| 2010-11-01 | 23.9650085905 |
| 2010-12-01 | 24.1765708126 |
| 2011-01-01 | 24.1968171881 |
| 2011-02-01 | 24.0555547170 |
| 2011-03-01 | 24.3087169224 |
| 2011-04-01 | 24.0107454651 |
| 2011-05-01 | 23.7508927469 |
| 2011-06-01 | 24.2635405262 |
| 2011-07-01 | 25.4711763019 |
| 2011-08-01 | 24.5814514002 |
| 2011-09-01 | 24.6538348861 |
| 2011-10-01 | 24.4007219938 |
| 2011-11-01 | 24.5031554034 |
| 2011-12-01 | 24.7204449742 |
| 2012-01-01 | 25.1544637059 |
| 2012-02-01 | 24.7796859932 |
| 2012-03-01 | 24.8708458573 |
| 2012-04-01 | 24.2009701439 |
| 2012-05-01 | 24.7256724573 |
| 2012-06-01 | 24.9638191672 |
| 2012-07-01 | 24.3544211500 |
| 2012-08-01 | 24.7359724275 |
| 2012-09-01 | 24.6184616134 |
| 2012-10-01 | 24.6982350830 |
| 2012-11-01 | 24.6446929520 |
| 2012-12-01 | 24.5073918292 |
| 2013-01-01 | 24.7395082422 |
| 2013-02-01 | 24.8521452475 |
| 2013-03-01 | 25.0079367595 |
| 2013-04-01 | 25.3231226656 |
| 2013-05-01 | 25.2151204707 |
| 2013-06-01 | 25.2145535041 |
| 2013-07-01 | 25.6408313359 |
| 2013-08-01 | 25.6035068313 |
| 2013-09-01 | 25.3662849990 |
| 2013-10-01 | 25.2760165215 |
| 2013-11-01 | 25.1398271785 |
| 2013-12-01 | 25.1638956724 |
| 2014-01-01 | 25.3616340210 |
| 2014-02-01 | 25.5835010336 |
| 2014-03-01 | 25.4448675677 |
| 2014-04-01 | 25.3172486633 |
| 2014-05-01 | 25.2118770264 |
| 2014-06-01 | 25.1763128302 |
| 2014-07-01 | 24.9591987403 |
| 2014-08-01 | 25.0337389775 |
| 2014-09-01 | 25.2987408918 |
| 2014-10-01 | 25.4792764211 |
| 2014-11-01 | 25.4385912347 |
| 2014-12-01 | 25.5131053469 |
| 2015-01-01 | 25.1713356854 |
| 2015-02-01 | 25.0704476629 |
| 2015-03-01 | 25.3273933526 |
| 2015-04-01 | 25.4062644509 |
| 2015-05-01 | 25.4658795514 |
| 2015-06-01 | 25.7637498724 |
| 2015-07-01 | 25.8014012244 |
| 2015-08-01 | 25.7020073246 |
| 2015-09-01 | 25.5486591442 |
| 2015-10-01 | 25.6701309003 |
| 2015-11-01 | 25.8237676734 |
| 2015-12-01 | 25.7501955010 |
| 2016-01-01 | 25.7690347590 |
| 2016-02-01 | 25.7010883839 |
| 2016-03-01 | 25.8666843588 |
| 2016-04-01 | 26.2953485276 |
| 2016-05-01 | 26.4013589358 |
| 2016-06-01 | 26.3418131638 |
| 2016-07-01 | 26.8676239299 |
| 2016-08-01 | 26.6643164325 |
| 2016-09-01 | 27.1015683525 |
| 2016-10-01 | 27.0707185761 |
| 2016-11-01 | 27.2729088043 |
| 2016-12-01 | 27.3412701084 |
| 2017-01-01 | 27.4537763391 |
| 2017-02-01 | 27.6665925170 |
| 2017-03-01 | 28.1435902227 |
| 2017-04-01 | 27.6108477229 |
| 2017-05-01 | 27.9374471688 |
| 2017-06-01 | 27.8157160418 |
| 2017-07-01 | 27.8058450143 |
| 2017-08-01 | 28.2430315740 |
| 2017-09-01 | 28.3726388188 |
| 2017-10-01 | 27.8714444614 |
| 2017-11-01 | 28.2087440212 |
| 2017-12-01 | 28.5621585016 |
| 2018-01-01 | 29.1616340111 |
| 2018-02-01 | 28.7806135256 |
| 2018-03-01 | 29.0021311333 |
| 2018-04-01 | 29.1583819229 |
| 2018-05-01 | 29.1179459252 |
| 2018-06-01 | 29.0220900991 |
| 2018-07-01 | 28.9265287973 |
| 2018-08-01 | 29.1910538123 |
| 2018-09-01 | 29.3729302704 |
| 2018-10-01 | 29.8671439694 |
| 2018-11-01 | 29.8258701430 |
| 2018-12-01 | 30.0834990299 |
| 2019-01-01 | 30.8886787522 |
| 2019-02-01 | 31.1604627027 |
| 2019-03-01 | 31.5229403811 |
| 2019-04-01 | 31.5741068264 |
| 2019-05-01 | 31.4779655645 |
| 2019-06-01 | 31.3077989085 |
| 2019-07-01 | 31.3857668630 |
| 2019-08-01 | 31.3951344189 |
| 2019-09-01 | 31.8212299591 |
| 2019-10-01 | 31.4726312098 |
| 2019-11-01 | 31.9057944629 |
| 2019-12-01 | 32.0940527110 |
| 2020-01-01 | 31.8510979649 |
| 2020-02-01 | 32.2379702099 |
| 2020-03-01 | 31.4169118674 |
| 2020-04-01 | 25.1980873459 |
| 2020-05-01 | 25.1638323752 |
| 2020-06-01 | 26.5389459386 |
| 2020-07-01 | 27.4082093628 |
| 2020-08-01 | 28.0439348321 |
| 2020-09-01 | 27.6877775637 |
| 2020-10-01 | 28.3980057401 |
| 2020-11-01 | 28.5806560420 |
| 2020-12-01 | 28.5796391012 |
| 2021-01-01 | 28.7728690712 |
| 2021-02-01 | 28.7536311896 |
| 2021-03-01 | 29.5401706892 |
| 2021-04-01 | 30.0813625710 |
| 2021-05-01 | 30.7076616606 |
| 2021-06-01 | 31.5277541712 |
| 2021-07-01 | 32.6594965890 |
| 2021-08-01 | 32.2430198264 |
| 2021-09-01 | 32.3007863155 |
| 2021-10-01 | 32.5985734815 |
| 2021-11-01 | 32.8919460351 |
| 2021-12-01 | 33.2114294029 |
| 2022-01-01 | 33.8640945616 |
| 2022-02-01 | 34.0417201530 |
| 2022-03-01 | 34.3203107786 |
| 2022-04-01 | 35.0439116212 |
| 2022-05-01 | 35.0966030749 |
| 2022-06-01 | 35.5450558156 |
| 2022-07-01 | 35.5598890061 |
| 2022-08-01 | 35.7943655319 |
| 2022-09-01 | 35.9963249021 |
| 2022-10-01 | 36.2376976529 |
| 2022-11-01 | 36.6775535878 |
| 2022-12-01 | 36.9444476593 |
| 2023-01-01 | 36.7844126524 |
| 2023-02-01 | 36.8569271754 |
| 2023-03-01 | 37.6997708908 |
| 2023-04-01 | 37.4439974747 |
| 2023-05-01 | 37.9718882641 |
| 2023-06-01 | 36.6506928264 |
| 2023-07-01 | 38.1766894425 |
| 2023-08-01 | 37.6395233465 |
| 2023-09-01 | 37.1508069031 |
| 2023-10-01 | 36.9202869335 |
| 2023-11-01 | 36.8962018305 |
| 2023-12-01 | 36.8317332041 |
| 2024-01-01 | 37.7563863310 |
| 2024-02-01 | 37.2228765218 |
| 2024-03-01 | 36.8633837996 |
| 2024-04-01 | 36.6436772607 |
| 2024-05-01 | 36.5957392467 |
| 2024-06-01 | 36.4526878638 |
| 2024-07-01 | 36.7531520361 |
| 2024-08-01 | 36.7359219941 |
| 2024-09-01 | 36.7406819581 |
| 2024-10-01 | 36.9151719820 |
| 2024-11-01 | 37.1162535406 |
| 2024-12-01 | 37.0967443734 |
| 2025-01-01 | 37.0939413359 |
| 2025-02-01 | 37.1632455961 |
| 2025-03-01 | 37.0192505518 |
| 2025-04-01 | 37.1284796403 |
| 2025-05-01 | 37.0798541388 |
| 2025-06-01 | 36.6532997504 |
| 2025-07-01 | 36.4553827052 |
| 2025-08-01 | 37.6506102197 |
| 2025-09-01 | 37.9322566554 |
| 2025-10-01 | 38.1329305558 |
| 2025-11-01 | 37.9792101884 |
| 2025-12-01 | 38.2479162329 |
| 2026-01-01 | 38.3690552739 |
| 2026-02-01 | 38.4814522727 |
| 2026-03-01 | 38.7569938806 |
| 2026-04-01 | 38.9778225397 |
| 2026-05-01 | 38.9075864748 |
| 2026-06-01 | 40.0224980588 |
| 2026-07-01 | 42.1971597025 |
| 2026-08-01 | 39.6048822058 |