Table Data - All Employees: Education and Health Services: Private Educational Services in Riverside-San Bernardino-Ontario, CA (MSA)
| Title | All Employees: Education and Health Services: Private Educational Services in Riverside-San Bernardino-Ontario, CA (MSA) |
|---|---|
| Series ID | SMU06401406561000001SA |
| 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 10:59 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 | 9.1185775927 |
| 1990-02-01 | 9.1079964086 |
| 1990-03-01 | 8.8996392397 |
| 1990-04-01 | 9.1835401366 |
| 1990-05-01 | 9.5277856983 |
| 1990-06-01 | 10.0482563066 |
| 1990-07-01 | 9.6198229011 |
| 1990-08-01 | 9.7441167367 |
| 1990-09-01 | 10.1443342571 |
| 1990-10-01 | 9.9969504633 |
| 1990-11-01 | 9.7616631386 |
| 1990-12-01 | 9.9761594137 |
| 1991-01-01 | 10.2207911369 |
| 1991-02-01 | 10.3756891323 |
| 1991-03-01 | 10.7416699580 |
| 1991-04-01 | 10.0749634741 |
| 1991-05-01 | 10.2244289946 |
| 1991-06-01 | 10.1729011547 |
| 1991-07-01 | 8.8160745717 |
| 1991-08-01 | 8.7008949776 |
| 1991-09-01 | 8.4637004546 |
| 1991-10-01 | 8.3452621594 |
| 1991-11-01 | 8.8077890806 |
| 1991-12-01 | 8.9029969378 |
| 1992-01-01 | 9.1754831372 |
| 1992-02-01 | 8.9040882010 |
| 1992-03-01 | 8.9947417514 |
| 1992-04-01 | 9.1549151229 |
| 1992-05-01 | 8.7111306504 |
| 1992-06-01 | 8.8752486912 |
| 1992-07-01 | 8.3186747695 |
| 1992-08-01 | 8.5130060033 |
| 1992-09-01 | 8.5210977247 |
| 1992-10-01 | 8.8325750329 |
| 1992-11-01 | 8.9971840857 |
| 1992-12-01 | 8.8958462203 |
| 1993-01-01 | 8.6203719481 |
| 1993-02-01 | 8.8771496978 |
| 1993-03-01 | 9.0897526301 |
| 1993-04-01 | 8.9079710175 |
| 1993-05-01 | 9.0003901732 |
| 1993-06-01 | 9.0178710564 |
| 1993-07-01 | 9.2479803756 |
| 1993-08-01 | 9.3123347564 |
| 1993-09-01 | 9.2773821327 |
| 1993-10-01 | 9.1132240428 |
| 1993-11-01 | 8.9946263473 |
| 1993-12-01 | 8.9871243600 |
| 1994-01-01 | 8.8621664471 |
| 1994-02-01 | 8.8403078722 |
| 1994-03-01 | 8.7898973885 |
| 1994-04-01 | 9.0634225914 |
| 1994-05-01 | 9.1757672561 |
| 1994-06-01 | 9.1641152474 |
| 1994-07-01 | 9.1927144145 |
| 1994-08-01 | 9.2589667689 |
| 1994-09-01 | 9.3389508088 |
| 1994-10-01 | 9.0028904151 |
| 1994-11-01 | 9.0015879026 |
| 1994-12-01 | 9.0816854789 |
| 1995-01-01 | 9.0850094816 |
| 1995-02-01 | 9.1679279632 |
| 1995-03-01 | 9.1711147186 |
| 1995-04-01 | 9.3016503148 |
| 1995-05-01 | 9.5410171748 |
| 1995-06-01 | 9.4958988363 |
| 1995-07-01 | 9.9370091736 |
| 1995-08-01 | 10.0177491433 |
| 1995-09-01 | 10.2212443914 |
| 1995-10-01 | 9.8540388428 |
| 1995-11-01 | 9.9671600306 |
| 1995-12-01 | 9.9437092684 |
| 1996-01-01 | 9.9844890759 |
| 1996-02-01 | 10.0492739245 |
| 1996-03-01 | 10.1155893117 |
| 1996-04-01 | 10.0473023106 |
| 1996-05-01 | 9.8106283025 |
| 1996-06-01 | 9.8197810446 |
| 1996-07-01 | 9.8241741690 |
| 1996-08-01 | 9.8392743894 |
| 1996-09-01 | 9.9377096437 |
| 1996-10-01 | 10.1311156718 |
| 1996-11-01 | 10.0651866883 |
| 1996-12-01 | 10.1330059910 |
| 1997-01-01 | 10.1285972055 |
| 1997-02-01 | 10.1274911081 |
| 1997-03-01 | 10.1816916612 |
| 1997-04-01 | 10.2955461634 |
| 1997-05-01 | 10.4990041462 |
| 1997-06-01 | 10.7377988703 |
| 1997-07-01 | 10.4981531563 |
| 1997-08-01 | 10.4595989850 |
| 1997-09-01 | 10.4770403557 |
| 1997-10-01 | 10.6921029150 |
| 1997-11-01 | 10.7253943913 |
| 1997-12-01 | 10.8082900752 |
| 1998-01-01 | 10.7514344799 |
| 1998-02-01 | 10.9775188322 |
| 1998-03-01 | 11.0164451224 |
| 1998-04-01 | 11.0499424186 |
| 1998-05-01 | 10.8776217024 |
| 1998-06-01 | 10.3836675546 |
| 1998-07-01 | 10.6462288242 |
| 1998-08-01 | 10.6530272638 |
| 1998-09-01 | 10.1078792069 |
| 1998-10-01 | 10.8750717262 |
| 1998-11-01 | 10.7194081260 |
| 1998-12-01 | 10.7236589833 |
| 1999-01-01 | 10.5465587662 |
| 1999-02-01 | 10.3667277084 |
| 1999-03-01 | 10.4276405434 |
| 1999-04-01 | 10.2440692699 |
| 1999-05-01 | 10.1605428012 |
| 1999-06-01 | 10.3102055947 |
| 1999-07-01 | 10.7054723259 |
| 1999-08-01 | 11.2951621748 |
| 1999-09-01 | 11.1542367804 |
| 1999-10-01 | 10.7817160217 |
| 1999-11-01 | 10.8164516568 |
| 1999-12-01 | 10.8232434015 |
| 2000-01-01 | 10.9624756830 |
| 2000-02-01 | 11.0223864593 |
| 2000-03-01 | 10.8990916235 |
| 2000-04-01 | 10.9792509428 |
| 2000-05-01 | 11.1094986082 |
| 2000-06-01 | 10.2200661544 |
| 2000-07-01 | 11.4259185494 |
| 2000-08-01 | 11.8267395695 |
| 2000-09-01 | 11.4148732264 |
| 2000-10-01 | 11.2737972263 |
| 2000-11-01 | 11.2891990555 |
| 2000-12-01 | 11.2998367887 |
| 2001-01-01 | 11.7198870194 |
| 2001-02-01 | 11.6717055038 |
| 2001-03-01 | 11.7537034084 |
| 2001-04-01 | 11.7802919646 |
| 2001-05-01 | 12.0624935381 |
| 2001-06-01 | 11.7290688144 |
| 2001-07-01 | 11.5967920374 |
| 2001-08-01 | 11.8043226037 |
| 2001-09-01 | 10.9937382725 |
| 2001-10-01 | 12.1572761053 |
| 2001-11-01 | 12.2376305834 |
| 2001-12-01 | 12.2427374839 |
| 2002-01-01 | 12.6961108889 |
| 2002-02-01 | 12.3276858188 |
| 2002-03-01 | 12.4075570365 |
| 2002-04-01 | 11.3264484224 |
| 2002-05-01 | 12.5020992997 |
| 2002-06-01 | 12.7236674487 |
| 2002-07-01 | 12.2252756570 |
| 2002-08-01 | 12.6874795124 |
| 2002-09-01 | 13.5001361526 |
| 2002-10-01 | 12.9297820393 |
| 2002-11-01 | 12.8763809130 |
| 2002-12-01 | 13.0720762675 |
| 2003-01-01 | 12.8683138511 |
| 2003-02-01 | 13.0726931822 |
| 2003-03-01 | 13.0456848266 |
| 2003-04-01 | 13.1513774663 |
| 2003-05-01 | 13.0421477342 |
| 2003-06-01 | 13.2561447471 |
| 2003-07-01 | 12.6233103636 |
| 2003-08-01 | 13.1075205819 |
| 2003-09-01 | 13.1232120094 |
| 2003-10-01 | 13.3102277946 |
| 2003-11-01 | 13.5137010552 |
| 2003-12-01 | 13.6131274201 |
| 2004-01-01 | 13.3286332398 |
| 2004-02-01 | 13.5048635468 |
| 2004-03-01 | 13.4734933395 |
| 2004-04-01 | 13.6675111856 |
| 2004-05-01 | 13.5052585544 |
| 2004-06-01 | 13.8652715750 |
| 2004-07-01 | 13.6774475517 |
| 2004-08-01 | 13.4879579629 |
| 2004-09-01 | 13.2348546034 |
| 2004-10-01 | 13.1134862256 |
| 2004-11-01 | 13.2006844651 |
| 2004-12-01 | 13.2252924108 |
| 2005-01-01 | 13.3395165668 |
| 2005-02-01 | 13.1425838580 |
| 2005-03-01 | 13.3269151878 |
| 2005-04-01 | 13.3598406338 |
| 2005-05-01 | 13.7857266315 |
| 2005-06-01 | 14.0393366451 |
| 2005-07-01 | 13.2599382848 |
| 2005-08-01 | 13.3798342392 |
| 2005-09-01 | 13.7287193921 |
| 2005-10-01 | 13.9994109675 |
| 2005-11-01 | 13.9508706228 |
| 2005-12-01 | 13.9272159105 |
| 2006-01-01 | 13.6999816081 |
| 2006-02-01 | 13.8103584572 |
| 2006-03-01 | 13.9210057530 |
| 2006-04-01 | 13.9196758307 |
| 2006-05-01 | 14.0785695743 |
| 2006-06-01 | 13.8686335585 |
| 2006-07-01 | 13.9826298174 |
| 2006-08-01 | 14.0516765505 |
| 2006-09-01 | 14.1676060690 |
| 2006-10-01 | 14.4951054238 |
| 2006-11-01 | 14.4173728110 |
| 2006-12-01 | 14.4582123824 |
| 2007-01-01 | 14.5574765448 |
| 2007-02-01 | 14.7514549848 |
| 2007-03-01 | 14.6078975946 |
| 2007-04-01 | 14.6712738306 |
| 2007-05-01 | 14.6771609349 |
| 2007-06-01 | 14.6379009947 |
| 2007-07-01 | 15.4071295809 |
| 2007-08-01 | 15.3897425212 |
| 2007-09-01 | 15.2895065853 |
| 2007-10-01 | 15.1934097982 |
| 2007-11-01 | 15.2722856219 |
| 2007-12-01 | 15.2588161202 |
| 2008-01-01 | 15.4855088632 |
| 2008-02-01 | 15.6171252243 |
| 2008-03-01 | 15.7030106615 |
| 2008-04-01 | 16.1665678665 |
| 2008-05-01 | 15.8019140810 |
| 2008-06-01 | 15.6231999273 |
| 2008-07-01 | 15.1268935692 |
| 2008-08-01 | 14.8897167401 |
| 2008-09-01 | 15.2896007050 |
| 2008-10-01 | 16.3899604198 |
| 2008-11-01 | 16.2241594040 |
| 2008-12-01 | 16.3280268394 |
| 2009-01-01 | 16.3886117244 |
| 2009-02-01 | 16.4340186279 |
| 2009-03-01 | 16.5513045802 |
| 2009-04-01 | 16.3403835428 |
| 2009-05-01 | 16.2595429428 |
| 2009-06-01 | 16.2841998492 |
| 2009-07-01 | 16.4436304182 |
| 2009-08-01 | 16.3279136905 |
| 2009-09-01 | 16.1990550693 |
| 2009-10-01 | 16.3227221177 |
| 2009-11-01 | 16.2294375863 |
| 2009-12-01 | 16.1140247010 |
| 2010-01-01 | 14.7297296756 |
| 2010-02-01 | 15.3418173581 |
| 2010-03-01 | 15.3813291198 |
| 2010-04-01 | 15.4964699994 |
| 2010-05-01 | 15.6537643297 |
| 2010-06-01 | 15.6484881279 |
| 2010-07-01 | 15.4448067028 |
| 2010-08-01 | 16.0689261568 |
| 2010-09-01 | 15.9440266522 |
| 2010-10-01 | 15.7365078645 |
| 2010-11-01 | 15.7709096897 |
| 2010-12-01 | 15.8286462929 |
| 2011-01-01 | 14.4240244375 |
| 2011-02-01 | 15.3621964115 |
| 2011-03-01 | 15.3465054021 |
| 2011-04-01 | 15.8781539133 |
| 2011-05-01 | 15.8293856657 |
| 2011-06-01 | 15.7219889453 |
| 2011-07-01 | 15.9147325953 |
| 2011-08-01 | 15.9023257046 |
| 2011-09-01 | 16.2242463497 |
| 2011-10-01 | 16.0978590618 |
| 2011-11-01 | 16.2825211513 |
| 2011-12-01 | 16.4483806685 |
| 2012-01-01 | 16.5212522082 |
| 2012-02-01 | 16.1171192104 |
| 2012-03-01 | 16.2794973440 |
| 2012-04-01 | 15.5990126599 |
| 2012-05-01 | 16.0091997416 |
| 2012-06-01 | 16.0859485716 |
| 2012-07-01 | 16.0920143882 |
| 2012-08-01 | 16.1574425062 |
| 2012-09-01 | 16.5423489742 |
| 2012-10-01 | 16.6568937685 |
| 2012-11-01 | 16.7182363920 |
| 2012-12-01 | 16.9445085658 |
| 2013-01-01 | 17.0199880434 |
| 2013-02-01 | 17.0415102025 |
| 2013-03-01 | 17.1969575645 |
| 2013-04-01 | 17.2868371605 |
| 2013-05-01 | 17.5598776588 |
| 2013-06-01 | 17.9133701425 |
| 2013-07-01 | 17.1840347445 |
| 2013-08-01 | 17.7301060245 |
| 2013-09-01 | 17.9150488580 |
| 2013-10-01 | 17.9726963032 |
| 2013-11-01 | 18.0088438603 |
| 2013-12-01 | 17.9833167404 |
| 2014-01-01 | 17.6371475595 |
| 2014-02-01 | 18.1685050855 |
| 2014-03-01 | 18.4018873554 |
| 2014-04-01 | 17.5627250648 |
| 2014-05-01 | 17.1750256888 |
| 2014-06-01 | 16.9621332440 |
| 2014-07-01 | 17.0039915409 |
| 2014-08-01 | 16.9463920611 |
| 2014-09-01 | 16.6809907626 |
| 2014-10-01 | 16.5734195396 |
| 2014-11-01 | 16.3959144661 |
| 2014-12-01 | 16.5033787761 |
| 2015-01-01 | 17.4027905749 |
| 2015-02-01 | 17.0496377489 |
| 2015-03-01 | 17.0123254963 |
| 2015-04-01 | 17.2862963378 |
| 2015-05-01 | 17.3638260185 |
| 2015-06-01 | 17.4903184479 |
| 2015-07-01 | 18.0810623813 |
| 2015-08-01 | 18.0341995109 |
| 2015-09-01 | 17.6768895766 |
| 2015-10-01 | 18.0617223018 |
| 2015-11-01 | 18.2012098349 |
| 2015-12-01 | 19.2000641460 |
| 2016-01-01 | 18.6743653772 |
| 2016-02-01 | 18.5027534653 |
| 2016-03-01 | 18.6872052539 |
| 2016-04-01 | 18.8059014754 |
| 2016-05-01 | 18.7280254708 |
| 2016-06-01 | 18.7564638689 |
| 2016-07-01 | 18.3511557339 |
| 2016-08-01 | 18.5760681763 |
| 2016-09-01 | 18.6654814716 |
| 2016-10-01 | 18.6930396244 |
| 2016-11-01 | 18.6364428929 |
| 2016-12-01 | 17.9456385019 |
| 2017-01-01 | 18.6674828972 |
| 2017-02-01 | 18.5761443697 |
| 2017-03-01 | 18.7304058612 |
| 2017-04-01 | 19.3324480070 |
| 2017-05-01 | 19.2995895343 |
| 2017-06-01 | 18.5200749118 |
| 2017-07-01 | 18.9902387838 |
| 2017-08-01 | 19.0143700526 |
| 2017-09-01 | 18.9209049318 |
| 2017-10-01 | 19.1349184420 |
| 2017-11-01 | 19.1574946714 |
| 2017-12-01 | 18.8288047819 |
| 2018-01-01 | 19.1853770338 |
| 2018-02-01 | 19.2360982313 |
| 2018-03-01 | 19.2629511468 |
| 2018-04-01 | 19.1308032204 |
| 2018-05-01 | 19.2490105232 |
| 2018-06-01 | 19.4403988181 |
| 2018-07-01 | 19.6484814334 |
| 2018-08-01 | 19.3498830213 |
| 2018-09-01 | 19.5982389646 |
| 2018-10-01 | 19.5054131442 |
| 2018-11-01 | 19.5970327882 |
| 2018-12-01 | 19.3107663358 |
| 2019-01-01 | 19.3356618739 |
| 2019-02-01 | 19.4825519436 |
| 2019-03-01 | 19.5796548523 |
| 2019-04-01 | 19.6153392661 |
| 2019-05-01 | 19.3940559548 |
| 2019-06-01 | 19.6528531123 |
| 2019-07-01 | 20.1380547480 |
| 2019-08-01 | 19.9928462509 |
| 2019-09-01 | 20.1759112843 |
| 2019-10-01 | 20.2682148059 |
| 2019-11-01 | 20.3552448644 |
| 2019-12-01 | 20.2980211088 |
| 2020-01-01 | 20.9038466341 |
| 2020-02-01 | 20.8519254276 |
| 2020-03-01 | 20.7491177791 |
| 2020-04-01 | 17.0290916914 |
| 2020-05-01 | 17.0670667074 |
| 2020-06-01 | 17.3663145626 |
| 2020-07-01 | 17.2786645481 |
| 2020-08-01 | 17.2983476970 |
| 2020-09-01 | 17.1467430167 |
| 2020-10-01 | 17.0310810944 |
| 2020-11-01 | 17.0542481958 |
| 2020-12-01 | 17.3026256728 |
| 2021-01-01 | 16.6072098080 |
| 2021-02-01 | 16.8704005195 |
| 2021-03-01 | 17.1708376253 |
| 2021-04-01 | 17.4727802197 |
| 2021-05-01 | 17.8941671223 |
| 2021-06-01 | 18.0667482273 |
| 2021-07-01 | 18.4366367160 |
| 2021-08-01 | 18.2467166690 |
| 2021-09-01 | 18.5686839827 |
| 2021-10-01 | 18.7508798030 |
| 2021-11-01 | 19.0790171652 |
| 2021-12-01 | 19.4993459812 |
| 2022-01-01 | 19.4541887722 |
| 2022-02-01 | 19.7627646721 |
| 2022-03-01 | 19.9596892264 |
| 2022-04-01 | 19.7174028799 |
| 2022-05-01 | 19.9876325819 |
| 2022-06-01 | 19.8577687659 |
| 2022-07-01 | 19.9805960901 |
| 2022-08-01 | 20.4640020256 |
| 2022-09-01 | 21.3143338235 |
| 2022-10-01 | 21.1334322719 |
| 2022-11-01 | 21.1877729490 |
| 2022-12-01 | 21.5907950437 |
| 2023-01-01 | 21.5686824100 |
| 2023-02-01 | 21.9846043058 |
| 2023-03-01 | 22.1605347877 |
| 2023-04-01 | 22.4353209489 |
| 2023-05-01 | 22.7828927015 |
| 2023-06-01 | 23.2728753004 |
| 2023-07-01 | 23.7731269857 |
| 2023-08-01 | 24.0626095597 |
| 2023-09-01 | 24.0481518799 |
| 2023-10-01 | 24.0566722992 |
| 2023-11-01 | 24.2145639481 |
| 2023-12-01 | 24.6897045739 |
| 2024-01-01 | 24.4437023844 |
| 2024-02-01 | 24.8877752033 |
| 2024-03-01 | 25.1516473504 |
| 2024-04-01 | 25.3283447980 |
| 2024-05-01 | 25.4369980295 |
| 2024-06-01 | 25.1515747969 |
| 2024-07-01 | 24.4423115247 |
| 2024-08-01 | 25.3536754125 |
| 2024-09-01 | 25.2494575674 |
| 2024-10-01 | 25.5545655137 |
| 2024-11-01 | 25.6129943931 |
| 2024-12-01 | 25.4937017793 |
| 2025-01-01 | 25.6810827528 |
| 2025-02-01 | 25.5910306680 |
| 2025-03-01 | 25.6534590415 |
| 2025-04-01 | 25.6990613336 |
| 2025-05-01 | 26.1493543556 |
| 2025-06-01 | 25.8065763728 |
| 2025-07-01 | 24.9683722306 |
| 2025-08-01 | 26.4682854750 |
| 2025-09-01 | 26.5528622544 |
| 2025-10-01 | 26.5705054365 |
| 2025-11-01 | 26.7101917605 |
| 2025-12-01 | 26.7327498298 |
| 2026-01-01 | 27.0069001883 |
| 2026-02-01 | 26.6827795842 |
| 2026-03-01 | 26.7457869287 |
| 2026-04-01 | 26.9384956680 |
| 2026-05-01 | 26.4705373804 |
| 2026-06-01 | 27.9242388866 |
| 2026-07-01 | 29.6927919519 |
| 2026-08-01 | 27.1859339158 |