Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Social Assistance in Anaheim-Santa Ana-Irvine, CA (MD)

Title All Employees: Education and Health Services: Social Assistance in Anaheim-Santa Ana-Irvine, CA (MD)
Series ID SMU06112446562400001SA
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 7:09 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 9.289182826916600
1990-02-01 9.327630212618390
1990-03-01 9.353429822571911
1990-04-01 9.030066023052312
1990-05-01 9.121578693764052
1990-06-01 9.118549250835411
1990-07-01 8.741027318477470
1990-08-01 8.777685120328120
1990-09-01 8.798425813736190
1990-10-01 8.791372804609310
1990-11-01 8.902535298607720
1990-12-01 8.951218366399670
1991-01-01 8.879883427197939
1991-02-01 9.029292375999280
1991-03-01 8.950889808494650
1991-04-01 8.928240916743070
1991-05-01 9.123625923118510
1991-06-01 9.219111401293520
1991-07-01 9.454912732684448
1991-08-01 9.282492959619230
1991-09-01 9.295539529269840
1991-10-01 9.387257069809530
1991-11-01 9.610864688936150
1991-12-01 9.352893246919070
1992-01-01 9.470047632252480
1992-02-01 9.332634556851370
1992-03-01 9.351815943376630
1992-04-01 9.419574274309419
1992-05-01 9.524857662425900
1992-06-01 9.314230043107940
1992-07-01 9.349830674825260
1992-08-01 9.387326818517260
1992-09-01 9.392003097203188
1992-10-01 9.281979531856470
1992-11-01 9.226012807932971
1992-12-01 9.160020901094910
1993-01-01 9.151891306431050
1993-02-01 9.141534020187360
1993-03-01 9.263406104239580
1993-04-01 9.215413498430632
1993-05-01 9.131164324232250
1993-06-01 9.105488535862731
1993-07-01 8.929472880302230
1993-08-01 8.873422459137560
1993-09-01 8.888298200589439
1993-10-01 8.986290208494920
1993-11-01 9.046942634013510
1993-12-01 9.175735154396369
1994-01-01 9.145488612253170
1994-02-01 9.147701190177160
1994-03-01 9.181574501358700
1994-04-01 9.114127783704081
1994-05-01 9.128281462362080
1994-06-01 9.081940181416920
1994-07-01 9.208344506821849
1994-08-01 9.365580497047300
1994-09-01 9.379874324047570
1994-10-01 9.492897058847000
1994-11-01 9.468631328818189
1994-12-01 9.495570130699491
1995-01-01 9.656086050623891
1995-02-01 9.758369864448420
1995-03-01 9.592269714768560
1995-04-01 9.615970594203212
1995-05-01 9.516090673828321
1995-06-01 9.549958756885221
1995-07-01 9.585000132244240
1995-08-01 9.444958172860050
1995-09-01 9.581389109868930
1995-10-01 9.503497437874000
1995-11-01 9.485907812314961
1995-12-01 9.519877289694090
1996-01-01 9.268902891599370
1996-02-01 9.352064054367881
1996-03-01 9.404652396256770
1996-04-01 9.523360913171830
1996-05-01 9.604981639204150
1996-06-01 9.713260371489820
1996-07-01 9.759481104095980
1996-08-01 9.837421085769740
1996-09-01 9.801642836946490
1996-10-01 9.606099387961890
1996-11-01 9.693178752431750
1996-12-01 9.732655512998250
1997-01-01 9.890532065487310
1997-02-01 9.959309057710180
1997-03-01 9.901331141837960
1997-04-01 10.021550514865801
1997-05-01 10.192103658567500
1997-06-01 10.182053955014100
1997-07-01 10.449210370305900
1997-08-01 10.542783681701900
1997-09-01 10.229311481737600
1997-10-01 10.406508938376101
1997-11-01 10.492502106107600
1997-12-01 10.442968761459099
1998-01-01 10.601430021994300
1998-02-01 10.562672113271699
1998-03-01 10.985384557148400
1998-04-01 10.905667515873999
1998-05-01 11.276099119089197
1998-06-01 11.162667216634500
1998-07-01 11.058063389205598
1998-08-01 11.169711610937801
1998-09-01 11.271772655834901
1998-10-01 11.299072914369900
1998-11-01 11.262499105447901
1998-12-01 11.438479338555200
1999-01-01 11.407478075065100
1999-02-01 11.468406493305901
1999-03-01 11.348824522560500
1999-04-01 11.494680717253198
1999-05-01 11.473262971066100
1999-06-01 11.568929745381900
1999-07-01 11.692373020129700
1999-08-01 11.715579215607601
1999-09-01 11.604305802303000
1999-10-01 11.785775522633500
1999-11-01 11.727581522442500
1999-12-01 11.824896804694200
2000-01-01 11.689946259928698
2000-02-01 11.655970821632400
2000-03-01 11.722804834519101
2000-04-01 11.686186072957401
2000-05-01 11.673283562758600
2000-06-01 11.792572994283700
2000-07-01 11.927915600475199
2000-08-01 11.866475800067802
2000-09-01 11.725560078483800
2000-10-01 12.172463772735000
2000-11-01 12.387499417642902
2000-12-01 12.408185113221400
2001-01-01 12.671954428887501
2001-02-01 12.744739626181700
2001-03-01 12.995297533561699
2001-04-01 13.177248558852300
2001-05-01 13.259030817104600
2001-06-01 13.306598231972801
2001-07-01 13.371172582615800
2001-08-01 13.642821938694802
2001-09-01 13.724903752582100
2001-10-01 13.766949528023300
2001-11-01 14.157098799436500
2001-12-01 14.506510158728900
2002-01-01 14.037109404114801
2002-02-01 14.123592695937300
2002-03-01 13.990435477583699
2002-04-01 14.577162626029198
2002-05-01 14.637809806283698
2002-06-01 14.530449256964900
2002-07-01 14.606805059249500
2002-08-01 14.781876055236700
2002-09-01 15.122347355660200
2002-10-01 15.171154053419900
2002-11-01 15.132896979577500
2002-12-01 15.411535370201700
2003-01-01 15.508269503901902
2003-02-01 15.697423677378302
2003-03-01 15.779245290180599
2003-04-01 15.795329706175700
2003-05-01 15.923879890435400
2003-06-01 16.045448366405300
2003-07-01 16.031888469130198
2003-08-01 16.004943728187500
2003-09-01 16.101256677980700
2003-10-01 16.280735483812098
2003-11-01 16.441957060031500
2003-12-01 16.505889598359300
2004-01-01 16.880738314988000
2004-02-01 17.074210442076400
2004-03-01 17.181980966753000
2004-04-01 17.414706248320400
2004-05-01 17.613019309851800
2004-06-01 17.860086451137800
2004-07-01 18.147606118561200
2004-08-01 18.208572984949697
2004-09-01 18.486033861983400
2004-10-01 18.596186525690502
2004-11-01 18.766187514817602
2004-12-01 18.795379223692000
2005-01-01 18.958917817877200
2005-02-01 18.965473728228200
2005-03-01 18.982875737431800
2005-04-01 19.128654311397604
2005-05-01 19.217740859384900
2005-06-01 19.164586370289200
2005-07-01 19.231369473793100
2005-08-01 19.483309520229700
2005-09-01 19.371050012998897
2005-10-01 19.514798933744500
2005-11-01 19.597395134551600
2005-12-01 19.686356622171400
2006-01-01 19.647957290345800
2006-02-01 19.882919534519104
2006-03-01 20.094955585688602
2006-04-01 19.924147750304300
2006-05-01 19.915049657248300
2006-06-01 20.062278607300698
2006-07-01 20.231597156348600
2006-08-01 20.237413589682102
2006-09-01 20.372179214906897
2006-10-01 20.433131324458397
2006-11-01 20.512720218567400
2006-12-01 20.781965385011500
2007-01-01 20.652762287116600
2007-02-01 20.603735087929103
2007-03-01 20.706541897738198
2007-04-01 20.605167873165897
2007-05-01 20.812292878478600
2007-06-01 20.847410610068200
2007-07-01 21.441707725693103
2007-08-01 21.518826830561900
2007-09-01 21.574489489491200
2007-10-01 21.343348149928100
2007-11-01 21.620665160557103
2007-12-01 21.773826233306200
2008-01-01 22.565417155053700
2008-02-01 22.820094831714503
2008-03-01 23.215724021043400
2008-04-01 23.666488053198800
2008-05-01 23.974817919749103
2008-06-01 24.518084192229200
2008-07-01 24.685550894139700
2008-08-01 25.045447975950697
2008-09-01 25.188984406236300
2008-10-01 25.553353294186300
2008-11-01 25.812443424332105
2008-12-01 25.976632849683398
2009-01-01 26.066061465006800
2009-02-01 26.318203009162804
2009-03-01 26.424221340442500
2009-04-01 27.023381357769800
2009-05-01 27.247990301782800
2009-06-01 27.584998466837000
2009-07-01 27.026020720641604
2009-08-01 27.081815467688603
2009-09-01 27.218616292661100
2009-10-01 27.546428171240603
2009-11-01 27.667800501379600
2009-12-01 27.676266682957202
2010-01-01 27.873772586547400
2010-02-01 27.908975201177000
2010-03-01 27.951523823245502
2010-04-01 27.594481228985800
2010-05-01 27.833182047369498
2010-06-01 28.175048545787100
2010-07-01 28.673621468971700
2010-08-01 28.727180657838200
2010-09-01 28.864280234623700
2010-10-01 28.722207979880500
2010-11-01 28.808644583324600
2010-12-01 28.860448150581004
2011-01-01 28.776096550627800
2011-02-01 28.895631185359100
2011-03-01 28.770497597998500
2011-04-01 28.876744193681002
2011-05-01 28.939824983827000
2011-06-01 28.978526325572100
2011-07-01 28.994525126743603
2011-08-01 28.950300726383702
2011-09-01 29.000744799042100
2011-10-01 29.098202827706498
2011-11-01 29.253409761553897
2011-12-01 29.430575552675702
2012-01-01 29.670978536598500
2012-02-01 29.884818464349298
2012-03-01 30.191729716418400
2012-04-01 29.976102203038998
2012-05-01 30.136610598879600
2012-06-01 30.182309809285197
2012-07-01 30.233829124801304
2012-08-01 30.386573802504300
2012-09-01 30.540589868456102
2012-10-01 30.678928499743900
2012-11-01 30.816043505227398
2012-12-01 30.787335828492303
2013-01-01 34.728996242350995
2013-02-01 34.862851477290100
2013-03-01 34.998181256750200
2013-04-01 35.571474280665896
2013-05-01 35.618095632777100
2013-06-01 36.150619430803104
2013-07-01 35.954652522494800
2013-08-01 36.081813265067204
2013-09-01 36.001323810790890
2013-10-01 36.652266234624000
2013-11-01 36.747433736504700
2013-12-01 36.914131627626600
2014-01-01 36.387140435760706
2014-02-01 36.739468578271100
2014-03-01 36.911409179268600
2014-04-01 37.292814013269000
2014-05-01 37.427678135457796
2014-06-01 37.629540268748500
2014-07-01 38.137715276591100
2014-08-01 38.448528298721800
2014-09-01 38.454370152866105
2014-10-01 38.524449345203600
2014-11-01 38.693164938443104
2014-12-01 38.857228718660800
2015-01-01 39.428982395132400
2015-02-01 39.804153064276400
2015-03-01 40.099861373367794
2015-04-01 40.345450774789000
2015-05-01 40.767045476644505
2015-06-01 40.918775525911705
2015-07-01 40.895871418207605
2015-08-01 41.100619923702300
2015-09-01 41.076004625773000
2015-10-01 41.199336363069900
2015-11-01 41.234532811198300
2015-12-01 41.611979794429104
2016-01-01 41.597343734707200
2016-02-01 41.564967490681000
2016-03-01 41.893032230656600
2016-04-01 41.018139938045394
2016-05-01 41.026071878869710
2016-06-01 41.348107403352200
2016-07-01 41.068677697675900
2016-08-01 41.179326479905500
2016-09-01 41.168909657436900
2016-10-01 42.274275274979700
2016-11-01 43.199739407911000
2016-12-01 43.872269352924100
2017-01-01 43.196451962830200
2017-02-01 43.424279524635104
2017-03-01 43.776996190630996
2017-04-01 44.522336844796110
2017-05-01 44.695427691645800
2017-06-01 44.871834252205600
2017-07-01 44.944750978648800
2017-08-01 44.873700597259100
2017-09-01 45.058585259812900
2017-10-01 46.827353206928100
2017-11-01 46.670088316097406
2017-12-01 46.543540618738300
2018-01-01 47.228864735574895
2018-02-01 47.509499303045395
2018-03-01 47.995594418371496
2018-04-01 47.793727840445700
2018-05-01 48.045215627534000
2018-06-01 48.316680868247600
2018-07-01 48.659278389023400
2018-08-01 48.620830373410100
2018-09-01 48.752967627060300
2018-10-01 48.600197688160705
2018-11-01 48.478022764326500
2018-12-01 48.528128523449205
2019-01-01 48.492199732886800
2019-02-01 48.833974375944500
2019-03-01 49.018006618196495
2019-04-01 49.352583557179095
2019-05-01 49.593432476619900
2019-06-01 49.559851455249700
2019-07-01 50.190827385788900
2019-08-01 50.724422113264000
2019-09-01 50.623682653350800
2019-10-01 50.900329436376600
2019-11-01 50.828696970943604
2019-12-01 51.234486379387210
2020-01-01 51.253127513098796
2020-02-01 51.470284008227610
2020-03-01 50.850936856890900
2020-04-01 47.653736269305800
2020-05-01 47.888760052572400
2020-06-01 48.493675533678800
2020-07-01 48.517882813224794
2020-08-01 48.788595398833200
2020-09-01 49.011023640243906
2020-10-01 49.343825284832704
2020-11-01 49.633930829242710
2020-12-01 49.881452906400206
2021-01-01 50.099344443966400
2021-02-01 50.409169152405504
2021-03-01 50.754838744448300
2021-04-01 51.550034180925890
2021-05-01 51.571491518058004
2021-06-01 51.672042424212506
2021-07-01 51.915875737280500
2021-08-01 52.020815175586000
2021-09-01 52.320657760807800
2021-10-01 52.794754925801500
2021-11-01 53.320256594081600
2021-12-01 53.717285864346400
2022-01-01 53.132466201889490
2022-02-01 54.144585079165600
2022-03-01 55.250931437743000
2022-04-01 54.786069882987500
2022-05-01 55.013219618756400
2022-06-01 55.334709469553395
2022-07-01 56.064387943555296
2022-08-01 56.174181781889000
2022-09-01 56.759545384271710
2022-10-01 56.759387688927404
2022-11-01 57.091880472552006
2022-12-01 57.572331541368800
2023-01-01 58.255758873067290
2023-02-01 58.572578692122000
2023-03-01 58.911757988633795
2023-04-01 59.221300567359506
2023-05-01 59.758964961685900
2023-06-01 60.184863993048104
2023-07-01 60.737157782949400
2023-08-01 61.351810406489200
2023-09-01 61.378460833255204
2023-10-01 62.126558349437500
2023-11-01 62.466495658256505
2023-12-01 62.724255860296710
2024-01-01 63.174730036730100
2024-02-01 63.587032426252900
2024-03-01 64.172274219801710
2024-04-01 64.658703277305290
2024-05-01 64.797628376540100
2024-06-01 64.948573144941500
2024-07-01 64.833560867528700
2024-08-01 65.128346274996900
2024-09-01 65.208230318932700
2024-10-01 65.266209769049400
2024-11-01 65.528048944693300

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