Federal Reserve Economic Data

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

Title All Employees: Education and Health Services: Private Education and Health Services in Anaheim-Santa Ana-Irvine, CA (MD)
Series ID SMU06112446500000001SA
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 2024-08-01
Last Updated 2024-09-21 6:03 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 88.37751622543030
1990-02-01 88.40221414825130
1990-03-01 88.64775185896679
1990-04-01 89.09452943904610
1990-05-01 89.30697174276500
1990-06-01 89.54148467338119
1990-07-01 89.60679617091960
1990-08-01 90.06038179510608
1990-09-01 89.68862756775820
1990-10-01 90.10693833534219
1990-11-01 91.15357694974170
1990-12-01 91.47648692093571
1991-01-01 93.24180276514342
1991-02-01 92.88704547323358
1991-03-01 92.67806608963010
1991-04-01 93.81311720068350
1991-05-01 94.41415637067020
1991-06-01 94.65785309513340
1991-07-01 95.08447853954920
1991-08-01 95.02731222962092
1991-09-01 95.34711752184000
1991-10-01 95.46206372899191
1991-11-01 95.40489220453180
1991-12-01 94.72498535380590
1992-01-01 95.89018833478050
1992-02-01 95.96577597135250
1992-03-01 96.32917092270269
1992-04-01 96.88764265179410
1992-05-01 97.01836717515052
1992-06-01 96.71540096515000
1992-07-01 98.74256013379231
1992-08-01 98.41251393285950
1992-09-01 98.45270810797580
1992-10-01 98.77694151281770
1992-11-01 98.35549476416159
1992-12-01 98.66436967355330
1993-01-01 98.36077009608820
1993-02-01 98.73580335035650
1993-03-01 99.15340655704179
1993-04-01 98.52964113010320
1993-05-01 98.30664405482090
1993-06-01 98.27510720331249
1993-07-01 97.62498727638871
1993-08-01 97.42372766778620
1993-09-01 97.98460381039058
1993-10-01 97.92455352726950
1993-11-01 98.33556831960750
1993-12-01 98.56502987710181
1994-01-01 98.21762094662990
1994-02-01 98.19491309555559
1994-03-01 98.74943876642970
1994-04-01 97.53309896700581
1994-05-01 97.61956671168079
1994-06-01 98.28009119187400
1994-07-01 98.95703975354010
1994-08-01 99.49527900038540
1994-09-01 99.85042205579150
1994-10-01 99.88189990141849
1994-11-01 100.13315562717699
1994-12-01 99.98661430628570
1995-01-01 100.10526158616301
1995-02-01 99.46172990893508
1995-03-01 99.25733950784930
1995-04-01 98.96707066235020
1995-05-01 100.25827243276899
1995-06-01 99.40247148595440
1995-07-01 100.48951156996300
1995-08-01 100.82964357210000
1995-09-01 101.28941921810600
1995-10-01 101.80382315416800
1995-11-01 102.17551312402500
1995-12-01 102.46904381050600
1996-01-01 102.95139574158199
1996-02-01 104.13634914918100
1996-03-01 103.93955813498100
1996-04-01 105.43485084459999
1996-05-01 105.12137870004100
1996-06-01 105.25069528419400
1996-07-01 105.56286056982401
1996-08-01 105.21265914340900
1996-09-01 104.67545079889400
1996-10-01 103.86895554643401
1996-11-01 104.61737400612101
1996-12-01 105.06665847022100
1997-01-01 105.60998990244500
1997-02-01 106.01261898859300
1997-03-01 106.28772188277400
1997-04-01 107.09761540520701
1997-05-01 107.46036535547900
1997-06-01 107.56814786223100
1997-07-01 107.48367422650499
1997-08-01 108.16500609424101
1997-09-01 107.80032971155501
1997-10-01 109.85898098619500
1997-11-01 109.84291918342699
1997-12-01 110.13120837947099
1998-01-01 109.75476686379999
1998-02-01 109.71520942819299
1998-03-01 109.85019965223600
1998-04-01 109.18271211716100
1998-05-01 109.95702407268400
1998-06-01 109.82931353223900
1998-07-01 109.01472137309099
1998-08-01 109.02812379236900
1998-09-01 109.31820320297899
1998-10-01 109.25170456674999
1998-11-01 109.07942541459900
1998-12-01 109.44626516278400
1999-01-01 110.37845719640300
1999-02-01 110.42917484243900
1999-03-01 110.76297854843000
1999-04-01 111.44130331611600
1999-05-01 111.55795813896900
1999-06-01 112.05499034810900
1999-07-01 113.57758185084299
1999-08-01 112.73771553521500
1999-09-01 112.50432830384300
1999-10-01 112.27902943514499
1999-11-01 112.86847347704399
1999-12-01 112.83883575729000
2000-01-01 112.75407917939500
2000-02-01 113.24643169266700
2000-03-01 114.09506533230100
2000-04-01 113.42502464077101
2000-05-01 113.19362323824200
2000-06-01 114.40080660105600
2000-07-01 114.55912455658600
2000-08-01 114.94047513527399
2000-09-01 114.96039389021700
2000-10-01 115.24151280867599
2000-11-01 115.91965134698401
2000-12-01 116.41803229505399
2001-01-01 114.23723105484899
2001-02-01 114.43728141679400
2001-03-01 115.18097164754500
2001-04-01 115.60767998689800
2001-05-01 116.15929387625000
2001-06-01 116.28845648259001
2001-07-01 117.03695592605301
2001-08-01 117.33878205598100
2001-09-01 117.90017215396200
2001-10-01 118.45472098170201
2001-11-01 119.10010080927601
2001-12-01 120.01657578072300
2002-01-01 119.12067343731800
2002-02-01 119.61801246703399
2002-03-01 119.99152747193800
2002-04-01 120.25365695559200
2002-05-01 120.58706162507400
2002-06-01 121.09657081148701
2002-07-01 121.15774962411000
2002-08-01 122.07444394961400
2002-09-01 122.90477480393700
2002-10-01 123.93949646744801
2002-11-01 124.40089225346901
2002-12-01 124.88395140269500
2003-01-01 126.85532059499100
2003-02-01 127.37965192603001
2003-03-01 128.05559809645501
2003-04-01 129.11692824947300
2003-05-01 130.07064195221201
2003-06-01 130.64751329400000
2003-07-01 131.82109248313300
2003-08-01 132.07277747282700
2003-09-01 132.99400136705800
2003-10-01 133.70963256746100
2003-11-01 134.13221162550600
2003-12-01 134.11476709167300
2004-01-01 135.47426016392998
2004-02-01 135.41062740950400
2004-03-01 135.82088631483998
2004-04-01 136.30312402374400
2004-05-01 136.37534937978100
2004-06-01 136.84318149535500
2004-07-01 137.54258494783800
2004-08-01 137.59291801549298
2004-09-01 137.42705756180100
2004-10-01 137.87699816215700
2004-11-01 138.11938370272100
2004-12-01 137.71933241492500
2005-01-01 138.15141182854100
2005-02-01 138.40431140983000
2005-03-01 138.46064805280800
2005-04-01 139.41575083152298
2005-05-01 139.82135948804702
2005-06-01 140.34381987046700
2005-07-01 140.38034803953400
2005-08-01 140.90189999865200
2005-09-01 141.26672472289000
2005-10-01 141.11759925522600
2005-11-01 141.28603245568002
2005-12-01 141.88087500139300
2006-01-01 141.83532390911802
2006-02-01 142.63973115304200
2006-03-01 143.55611625000500
2006-04-01 143.40887241466100
2006-05-01 144.13325129879800
2006-06-01 144.75807752310300
2006-07-01 144.89877859754000
2006-08-01 145.79631423382799
2006-09-01 146.11966149209000
2006-10-01 147.80798128676300
2006-11-01 147.51826769691300
2006-12-01 148.18712981643700
2007-01-01 147.90467470228600
2007-02-01 147.93068912705400
2007-03-01 148.12598185387700
2007-04-01 148.16892338609300
2007-05-01 148.82707098377400
2007-06-01 149.39142441145000
2007-07-01 150.87318961821398
2007-08-01 151.64775908622900
2007-09-01 152.53321635232000
2007-10-01 153.23423468156602
2007-11-01 153.63479180124600
2007-12-01 154.47130333611900
2008-01-01 156.84890681051400
2008-02-01 157.37734833259100
2008-03-01 157.36747100181802
2008-04-01 159.74969545646000
2008-05-01 160.26143737598000
2008-06-01 160.96783526117702
2008-07-01 161.57419730504600
2008-08-01 161.87039224537100
2008-09-01 163.19468297837798
2008-10-01 163.07426916009600
2008-11-01 163.68677014332600
2008-12-01 163.69354235416300
2009-01-01 163.48769301517800
2009-02-01 163.96176752331200
2009-03-01 163.91866123877100
2009-04-01 163.75968921932500
2009-05-01 163.92940648089200
2009-06-01 164.31930028899800
2009-07-01 163.62348062359501
2009-08-01 163.06008676083300
2009-09-01 163.88384525118900
2009-10-01 166.81735208452600
2009-11-01 167.39954150519500
2009-12-01 167.61679264135600
2010-01-01 168.02123990065700
2010-02-01 167.98571090670600
2010-03-01 167.90607274411900
2010-04-01 168.56797569057300
2010-05-01 168.98297044049800
2010-06-01 168.90777799508100
2010-07-01 169.97831670299600
2010-08-01 169.83701985613200
2010-09-01 170.23498764268800
2010-10-01 170.28782527699800
2010-11-01 170.73265176776900
2010-12-01 171.08532138307600
2011-01-01 170.97053698368200
2011-02-01 171.17413494665100
2011-03-01 171.60983103388100
2011-04-01 171.93011836485100
2011-05-01 171.74481082439502
2011-06-01 171.88434209816500
2011-07-01 173.29798066741600
2011-08-01 172.86406278045100
2011-09-01 173.09723293866500
2011-10-01 172.61568443794200
2011-11-01 172.52955851703098
2011-12-01 173.25713154215998
2012-01-01 174.49650000925598
2012-02-01 174.73310527700900
2012-03-01 175.67330491408000
2012-04-01 175.51001705000300
2012-05-01 177.11982847667000
2012-06-01 177.50170358540800
2012-07-01 177.30912896517800
2012-08-01 178.29175096767700
2012-09-01 178.74573532801702
2012-10-01 179.19961310191800
2012-11-01 179.34756128991500
2012-12-01 179.61457035478500
2013-01-01 183.25086366285900
2013-02-01 183.71901056234100
2013-03-01 184.25820041564498
2013-04-01 185.86217444256698
2013-05-01 185.68436722143200
2013-06-01 186.47320284405700
2013-07-01 186.41387813442800
2013-08-01 187.32130247110697
2013-09-01 187.25578509450200
2013-10-01 187.96569694886500
2013-11-01 188.65175346206402
2013-12-01 188.82793489135503
2014-01-01 188.52967684084499
2014-02-01 189.19287980431600
2014-03-01 189.45055346060002
2014-04-01 189.57696482281202
2014-05-01 190.08537925994800
2014-06-01 190.54187732555500
2014-07-01 191.13573895191300
2014-08-01 191.89680276182702
2014-09-01 192.50453566980900
2014-10-01 193.80959917486302
2014-11-01 194.12985450977600
2014-12-01 194.44820545260200
2015-01-01 194.88121527646098
2015-02-01 195.40754160407698
2015-03-01 196.04463375019900
2015-04-01 197.40717845016601
2015-05-01 198.48286804895900
2015-06-01 199.39539549279700
2015-07-01 200.28729581049802
2015-08-01 200.83585273259800
2015-09-01 201.39549752143600
2015-10-01 201.85461787616200
2015-11-01 202.30626889224500
2015-12-01 202.95874423435902
2016-01-01 203.43356683253200
2016-02-01 203.61036654835500
2016-03-01 203.64786821876700
2016-04-01 204.93970988444698
2016-05-01 205.11939239910900
2016-06-01 205.35931850830897
2016-07-01 206.63046682651900
2016-08-01 206.65566786567300
2016-09-01 207.88348770063800
2016-10-01 209.32677113951900
2016-11-01 210.64437222442600
2016-12-01 211.77642369878400
2017-01-01 210.85846748310700
2017-02-01 212.38094524075200
2017-03-01 213.48477509132600
2017-04-01 214.51467646274700
2017-05-01 215.88396740976700
2017-06-01 216.55816157526100
2017-07-01 216.82212800710000
2017-08-01 217.17287436735400
2017-09-01 218.78177552530800
2017-10-01 219.51411344188500
2017-11-01 219.97858712383498
2017-12-01 220.89916996149898
2018-01-01 222.18086487489900
2018-02-01 222.79279976059000
2018-03-01 223.75197659117802
2018-04-01 223.76007527248902
2018-05-01 224.36582060500498
2018-06-01 225.19869315666500
2018-07-01 225.56528910430302
2018-08-01 226.40647853239497
2018-09-01 226.81574191691400
2018-10-01 226.88764654680600
2018-11-01 226.91958034682900
2018-12-01 227.57559922926900
2019-01-01 228.91857102894298
2019-02-01 230.11519059702900
2019-03-01 230.90126922860200
2019-04-01 232.01631983775397
2019-05-01 232.55518049563500
2019-06-01 233.00083370104100
2019-07-01 233.64014100566700
2019-08-01 234.40530602357200
2019-09-01 234.93109471194400
2019-10-01 234.53220103171398
2019-11-01 235.62697502769800
2019-12-01 236.11453154211102
2020-01-01 237.19348020817200
2020-02-01 238.05344397720100
2020-03-01 235.32128845942100
2020-04-01 206.26568940660098
2020-05-01 212.16732154560700
2020-06-01 220.13042131193300
2020-07-01 222.81158726844000
2020-08-01 224.52725205485000
2020-09-01 225.02881263102500
2020-10-01 228.18859491658200
2020-11-01 229.33899434035900
2020-12-01 230.14704741982900
2021-01-01 231.12670809007600
2021-02-01 232.62315934586400
2021-03-01 233.63372915271200
2021-04-01 235.39266032264400
2021-05-01 236.13977823841000
2021-06-01 237.17971487697000
2021-07-01 238.86818854397998
2021-08-01 238.66937942137500
2021-09-01 237.46695418298600
2021-10-01 240.77239971676602
2021-11-01 242.59211649845100
2021-12-01 243.25917269321602
2022-01-01 243.53359699594398
2022-02-01 244.82373242847900
2022-03-01 246.19560673073602
2022-04-01 246.64249890545700
2022-05-01 247.75415902663800
2022-06-01 248.49560015089200
2022-07-01 249.41209207671199
2022-08-01 250.56103311312600
2022-09-01 251.42092424048698
2022-10-01 252.82864487217998
2022-11-01 254.14801331409302
2022-12-01 255.30750654219700
2023-01-01 256.27084023288000
2023-02-01 258.02373850697400
2023-03-01 259.07837524633703
2023-04-01 260.79071045597600
2023-05-01 264.71846534385503
2023-06-01 263.91640916003800
2023-07-01 264.56284061970297
2023-08-01 267.35270430195300
2023-09-01 267.97149419286400
2023-10-01 268.55172662862200
2023-11-01 269.30279853512300
2023-12-01 271.19008689891200
2024-01-01 272.56505677244803
2024-02-01 273.14759169401697
2024-03-01 274.95545389813900
2024-04-01 277.11745861584000
2024-05-01 277.40720327611100
2024-06-01 278.55494379593000
2024-07-01 281.39304970344900
2024-08-01 279.61905785173303

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