Federal Reserve Economic Data

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 2024-10-01
Last Updated 2024-11-20 5:54 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 9.117240676251460
1990-02-01 9.105716380923600
1990-03-01 8.898228359866460
1990-04-01 9.182989167290259
1990-05-01 9.524634070592850
1990-06-01 10.033085768817200
1990-07-01 9.633819306600198
1990-08-01 9.751040228515981
1990-09-01 10.148127766808400
1990-10-01 9.999532607849320
1990-11-01 9.759717148391760
1990-12-01 9.976595793324290
1991-01-01 10.219148297895600
1991-02-01 10.373280056206198
1991-03-01 10.739921571508301
1991-04-01 10.074407630586100
1991-05-01 10.221464415073500
1991-06-01 10.159366104948600
1991-07-01 8.827405477627570
1991-08-01 8.706344232675480
1991-09-01 8.466707964166180
1991-10-01 8.347125904422560
1991-11-01 8.806185706221859
1991-12-01 8.903213382647350
1992-01-01 9.174252949514699
1992-02-01 8.902408943023760
1992-03-01 8.993177053996789
1992-04-01 9.154334476676460
1992-05-01 8.708578919148389
1992-06-01 8.866731177507520
1992-07-01 8.327412079936060
1992-08-01 8.517012486572760
1992-09-01 8.523505543707280
1992-10-01 8.833821739355699
1992-11-01 8.996211412868618
1992-12-01 8.895766669569270
1993-01-01 8.619532614244982
1993-02-01 8.875869539840060
1993-03-01 9.088101285776071
1993-04-01 8.907657920296290
1993-05-01 8.998195025808770
1993-06-01 9.012833167531891
1993-07-01 9.254878931606711
1993-08-01 9.314712798094360
1993-09-01 9.279320782118900
1993-10-01 9.113844888684390
1993-11-01 8.994202900916920
1993-12-01 8.986943175873119
1994-01-01 8.861610476012089
1994-02-01 8.839620084454210
1994-03-01 8.788673390108770
1994-04-01 9.063290792894270
1994-05-01 9.174339861576760
1994-06-01 9.161093834809530
1994-07-01 9.196789458087359
1994-08-01 9.260064620136790
1994-09-01 9.340364233892359
1994-10-01 9.003069844970009
1994-11-01 9.001633980629270
1994-12-01 9.081485581244350
1995-01-01 9.084636107432100
1995-02-01 9.167681759250060
1995-03-01 9.170390378551540
1995-04-01 9.301902183716580
1995-05-01 9.540826169847920
1995-06-01 9.492571151968950
1995-07-01 9.938999805549230
1995-08-01 10.018210699028801
1995-09-01 10.222980064424300
1995-10-01 9.854136528170760
1995-11-01 9.967257067534780
1995-12-01 9.943754271816150
1996-01-01 9.984417665734470
1996-02-01 10.049465906570301
1996-03-01 10.115443457586200
1996-04-01 10.047480482629400
1996-05-01 9.811189373933830
1996-06-01 9.814673837866440
1996-07-01 9.824926609601840
1996-08-01 9.839697289128720
1996-09-01 9.940665894814350
1996-10-01 10.130973776892300
1996-11-01 10.065245951897900
1996-12-01 10.133119940488500
1997-01-01 10.128818948896301
1997-02-01 10.127792597749599
1997-03-01 10.181828584589500
1997-04-01 10.295825847941000
1997-05-01 10.500042552622900
1997-06-01 10.730305107949901
1997-07-01 10.498781700025699
1997-08-01 10.459658039954801
1997-09-01 10.481546514340100
1997-10-01 10.691877152217100
1997-11-01 10.725527655304600
1997-12-01 10.808452518317301
1998-01-01 10.751668134455100
1998-02-01 10.977814860809000
1998-03-01 11.016706901349199
1998-04-01 11.050158171186400
1998-05-01 10.879323827213600
1998-06-01 10.375046052359801
1998-07-01 10.646552564615400
1998-08-01 10.652491932862000
1998-09-01 10.114386273095200
1998-10-01 10.874585213769000
1998-11-01 10.719279253422500
1998-12-01 10.723524998325699
1999-01-01 10.547102147748301
1999-02-01 10.366656054805802
1999-03-01 10.427570315704000
1999-04-01 10.244681673694698
1999-05-01 10.162201315657100
1999-06-01 10.301674249326100
1999-07-01 10.705493073568400
1999-08-01 11.293943124758000
1999-09-01 11.162943087830600
1999-10-01 10.781026581356900
1999-11-01 10.816096813845801
1999-12-01 10.822815539342802
2000-01-01 10.963354687668000
2000-02-01 11.021900476489500
2000-03-01 10.898580787250700
2000-04-01 10.980147758473198
2000-05-01 11.111082967165300
2000-06-01 10.213123902000900
2000-07-01 11.425311697011600
2000-08-01 11.824808292570600
2000-09-01 11.424845573692801
2000-10-01 11.272719847084300
2000-11-01 11.288415006294300
2000-12-01 11.299032313571502
2001-01-01 11.721198711545100
2001-02-01 11.670814782646700
2001-03-01 11.752846700606700
2001-04-01 11.781794852176398
2001-05-01 12.063561427409300
2001-06-01 11.723204791776700
2001-07-01 11.596098071583700
2001-08-01 11.802346141031101
2001-09-01 11.001945836442600
2001-10-01 12.156303394893401
2001-11-01 12.236811296686001
2001-12-01 12.241851366977400
2002-01-01 12.697501014012401
2002-02-01 12.326712840749302
2002-03-01 12.406653957068600
2002-04-01 11.327925483938598
2002-05-01 12.502758970490198
2002-06-01 12.719540276052400
2002-07-01 12.224238065338099
2002-08-01 12.685641210171900
2002-09-01 13.508023446754999
2002-10-01 12.928941968958100
2002-11-01 12.875551428110098
2002-12-01 13.071176841184700
2003-01-01 12.869789883421301
2003-02-01 13.071735577340400
2003-03-01 13.044876476862399
2003-04-01 13.153297027575500
2003-05-01 13.042185658278301
2003-06-01 13.253652775510199
2003-07-01 12.622250035293801
2003-08-01 13.106262921440000
2003-09-01 13.127668746826402
2003-10-01 13.309792200693000
2003-11-01 13.513265405526200
2003-12-01 13.612603948658600
2004-01-01 13.329745841035301
2004-02-01 13.504317461673699
2004-03-01 13.473043274514199
2004-04-01 13.668911016222301
2004-05-01 13.505053147685700
2004-06-01 13.864477762653700
2004-07-01 13.675651745716000
2004-08-01 13.487014486960900
2004-09-01 13.237263046071500
2004-10-01 13.113280743481100
2004-11-01 13.200569050477900
2004-12-01 13.225187320148098
2005-01-01 13.340262225045800
2005-02-01 13.142508024109900
2005-03-01 13.326910887692100
2005-04-01 13.360775195899100
2005-05-01 13.785556463623800
2005-06-01 14.039029162796800
2005-07-01 13.257779335230200
2005-08-01 13.379298447165300
2005-09-01 13.728861726831500
2005-10-01 13.999772831526599
2005-11-01 13.951466596677301
2005-12-01 13.927780932921400
2006-01-01 13.700468179104400
2006-02-01 13.810736964888600
2006-03-01 13.921274055022700
2006-04-01 13.919882184040699
2006-05-01 14.078478487515198
2006-06-01 13.868520876812598
2006-07-01 13.979432210844099
2006-08-01 14.051031707456401
2006-09-01 14.166791011344900
2006-10-01 14.495743254207099
2006-11-01 14.418549173037600
2006-12-01 14.459636221182300
2007-01-01 14.560558132489900
2007-02-01 14.750654463297998
2007-03-01 14.607332520682500
2007-04-01 14.670931119260700
2007-05-01 14.676811489031800
2007-06-01 14.637763427102598
2007-07-01 15.402838615089399
2007-08-01 15.388898411041900
2007-09-01 15.288225231886600
2007-10-01 15.194424295196303
2007-11-01 15.274199215728600
2007-12-01 15.261243107251401
2008-01-01 15.491680176080502
2008-02-01 15.614660947047000
2008-03-01 15.701302160912100
2008-04-01 16.165615608261200
2008-05-01 15.801035912285199
2008-06-01 15.622829458034500
2008-07-01 15.122399061935699
2008-08-01 14.888770785998100
2008-09-01 15.288470831267600
2008-10-01 16.391350395142602
2008-11-01 16.226680747707697
2008-12-01 16.331397706090500
2009-01-01 16.397985356119300
2009-02-01 16.429608610747600
2009-03-01 16.548306714988502
2009-04-01 16.338877481656600
2009-05-01 16.258226289875800
2009-06-01 16.283623362144900
2009-07-01 16.439052543702300
2009-08-01 16.327019688877098
2009-09-01 16.198167352944900
2009-10-01 16.324401591791300
2009-11-01 16.232213828146800
2009-12-01 16.117516919083000
2010-01-01 14.738311352295598
2010-02-01 15.337299522862000
2010-03-01 15.378227720095902
2010-04-01 15.494923650025301
2010-05-01 15.652156685177000
2010-06-01 15.647654947543700
2010-07-01 15.441430717099700
2010-08-01 16.068094206153000
2010-09-01 15.943738228921498
2010-10-01 15.738016246731998
2010-11-01 15.773313148392502
2010-12-01 15.831769380962300
2011-01-01 14.432245960352900
2011-02-01 15.357428956534800
2011-03-01 15.343342937247500
2011-04-01 15.876563570865100
2011-05-01 15.827820251322400
2011-06-01 15.721201880188902
2011-07-01 15.912496207948502
2011-08-01 15.901740096248600
2011-09-01 16.224570251468300
2011-10-01 16.099167513891803
2011-11-01 16.284363399662800
2011-12-01 16.450660189322500
2012-01-01 16.527870053008197
2012-02-01 16.113353886858200
2012-03-01 16.277075774743800
2012-04-01 15.598014925707100
2012-05-01 16.007930070540000
2012-06-01 16.085222347652100
2012-07-01 16.090706831584498
2012-08-01 16.157030897419000
2012-09-01 16.543434650416998
2012-10-01 16.657626042527200
2012-11-01 16.719141658659600
2012-12-01 16.945600117544500
2013-01-01 17.023623295143700
2013-02-01 17.039206925517900
2013-03-01 17.195713544749400
2013-04-01 17.286515192528000
2013-05-01 17.559324992666100
2013-06-01 17.913123765228900
2013-07-01 17.182640787555300
2013-08-01 17.729985060166303
2013-09-01 17.916512752271800
2013-10-01 17.972909422146600
2013-11-01 18.008854763793398
2013-12-01 17.983157188696197
2014-01-01 17.637412524885600
2014-02-01 18.167552816130200
2014-03-01 18.401290466727897
2014-04-01 17.565228941900198
2014-05-01 17.176844962069400
2014-06-01 16.960772818329800
2014-07-01 17.001805456886100
2014-08-01 16.945953085568900
2014-09-01 16.682238683715100
2014-10-01 16.572913806003800
2014-11-01 16.395182201216500
2014-12-01 16.502452347299098
2015-01-01 17.402299453904600
2015-02-01 17.048833384566098
2015-03-01 17.011897355005200
2015-04-01 17.291531699006200
2015-05-01 17.368247787952700
2015-06-01 17.487889197664700
2015-07-01 18.077476925887300
2015-08-01 18.032788702023800
2015-09-01 17.677289268318200
2015-10-01 18.060393404503500
2015-11-01 18.199795036651800
2015-12-01 19.198388001247000
2016-01-01 18.673567089480700
2016-02-01 18.502251307722800
2016-03-01 18.687262243221102
2016-04-01 18.815622085809500
2016-05-01 18.736755720995898
2016-06-01 18.754417206172600
2016-07-01 18.337641272122500
2016-08-01 18.574789593988600
2016-09-01 18.665737530572603
2016-10-01 18.691166443186898
2016-11-01 18.634126293340900
2016-12-01 17.943828095196103
2017-01-01 18.673704784993202
2017-02-01 18.572741950483802
2017-03-01 18.725431365170200
2017-04-01 19.350108763479900
2017-05-01 19.313673645465600
2017-06-01 18.518525847764500
2017-07-01 18.965944937904900
2017-08-01 19.011891893002100
2017-09-01 18.918544408750400
2017-10-01 19.130056718528800
2017-11-01 19.150811200306700
2017-12-01 18.829365874849300
2018-01-01 19.213999034316200
2018-02-01 19.230159346646700
2018-03-01 19.248580884711100
2018-04-01 19.153170024700803
2018-05-01 19.266475305049397
2018-06-01 19.438658439681898
2018-07-01 19.601308426164803
2018-08-01 19.347907038466300
2018-09-01 19.595359392982100
2018-10-01 19.500239215819700
2018-11-01 19.589120269102100
2018-12-01 19.317552048356603
2019-01-01 19.390526103019500
2019-02-01 19.474833298671600
2019-03-01 19.551679488010603
2019-04-01 19.643264273072300
2019-05-01 19.416287094497800
2019-06-01 19.647788261627397
2019-07-01 20.035261110015500
2019-08-01 20.002889477122700
2019-09-01 20.175702771576898
2019-10-01 20.269248110757200
2019-11-01 20.353038567294103
2019-12-01 20.319306101949900
2020-01-01 20.992628292163900
2020-02-01 20.855041321204396
2020-03-01 20.711663312725000
2020-04-01 17.042024228227200
2020-05-01 17.072502331539500
2020-06-01 17.352591551040900
2020-07-01 17.115706337949100
2020-08-01 17.346249930787900
2020-09-01 17.148183947526697
2020-10-01 17.052341956065000
2020-11-01 17.067556578518100
2020-12-01 17.336808616773800
2021-01-01 16.686672747886500
2021-02-01 16.892816018258000
2021-03-01 17.145214570383000
2021-04-01 17.472621121005200
2021-05-01 17.878913511828397
2021-06-01 18.001255528186300
2021-07-01 18.137556680195000
2021-08-01 18.361543904847300
2021-09-01 18.575178055432000
2021-10-01 18.836098287112698
2021-11-01 19.131460746782800
2021-12-01 19.557318960673300
2022-01-01 19.559223020710800
2022-02-01 19.812094018626400
2022-03-01 19.942987717862900
2022-04-01 19.495391595843500
2022-05-01 19.640243592858898
2022-06-01 19.366352587049800
2022-07-01 18.937635957994000
2022-08-01 20.049696219194400
2022-09-01 20.631537197448200
2022-10-01 20.556471206033700
2022-11-01 20.441041586334800
2022-12-01 20.690842934063500
2023-01-01 20.595284765036197
2023-02-01 20.798708049643200
2023-03-01 20.896455285164700
2023-04-01 21.132294703974700
2023-05-01 21.325931096166400
2023-06-01 21.246879805887900
2023-07-01 20.845261188814398
2023-08-01 22.293372282427896
2023-09-01 21.982653252882500
2023-10-01 21.888590070856600
2023-11-01 21.927817472901395
2023-12-01 22.165481299066100
2024-01-01 22.019725138241100
2024-02-01 21.870932334935100
2024-03-01 21.950808838555602
2024-04-01 22.169228228001500
2024-05-01 22.165758845390396
2024-06-01 23.223434432498102
2024-07-01 22.631634137663003
2024-08-01 21.666888777289200
2024-09-01 21.594896165347300
2024-10-01 21.464658551844998

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