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 2024-09-01
Last Updated 2024-10-23 5:44 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 88.37751636963101
1990-02-01 88.40221414226700
1990-03-01 88.64775192411379
1990-04-01 89.09452908002892
1990-05-01 89.30697135732370
1990-06-01 89.54148431585209
1990-07-01 89.60679605547320
1990-08-01 90.06038177801109
1990-09-01 89.68862759833060
1990-10-01 90.10693854862890
1990-11-01 91.15357724074181
1990-12-01 91.47648745275980
1991-01-01 93.24180306438600
1991-02-01 92.88704563610908
1991-03-01 92.67806625598780
1991-04-01 93.81311630859330
1991-05-01 94.41415564105291
1991-06-01 94.65785273411450
1991-07-01 95.08447839764880
1991-08-01 95.02731225860920
1991-09-01 95.34711770520072
1991-10-01 95.46206416412420
1991-11-01 95.40489274726130
1991-12-01 94.72498608250640
1992-01-01 95.89018884853421
1992-02-01 95.96577630581021
1992-03-01 96.32917123098810
1992-04-01 96.88764071715870
1992-05-01 97.01836583387070
1992-06-01 96.71540007861170
1992-07-01 98.74256014230271
1992-08-01 98.41251418734670
1992-09-01 98.45270873335920
1992-10-01 98.77694251606458
1992-11-01 98.35549582359859
1992-12-01 98.66437072626091
1993-01-01 98.36077089652560
1993-02-01 98.73580410032280
1993-03-01 99.15340617899540
1993-04-01 98.52963786975240
1993-05-01 98.30664203165840
1993-06-01 98.27510573626940
1993-07-01 97.62498736653359
1993-08-01 97.42372786692309
1993-09-01 97.98460423740921
1993-10-01 97.92455802306200
1993-11-01 98.33556908351710
1993-12-01 98.56503075646520
1994-01-01 98.21762185727200
1994-02-01 98.19491407384090
1994-03-01 98.74943730728140
1994-04-01 97.53309471605400
1994-05-01 97.61956421417150
1994-06-01 98.28008898612030
1994-07-01 98.95703981946980
1994-08-01 99.49527908752400
1994-09-01 99.85042308120260
1994-10-01 99.88190795192890
1994-11-01 100.13315595520500
1994-12-01 99.98661487592899
1995-01-01 100.10526239331600
1995-02-01 99.46173095547009
1995-03-01 99.25733693476040
1995-04-01 98.96706591429131
1995-05-01 100.25826881286899
1995-06-01 99.40246792992870
1995-07-01 100.48951122587098
1995-08-01 100.82964354507601
1995-09-01 101.28942170421101
1995-10-01 101.80383652022199
1995-11-01 102.17551448773100
1995-12-01 102.46904453300400
1996-01-01 102.95139542898899
1996-02-01 104.13634813446699
1996-03-01 103.93955321083300
1996-04-01 105.43484472179500
1996-05-01 105.12137310635799
1996-06-01 105.25068918146000
1996-07-01 105.56285941526200
1996-08-01 105.21265994691900
1996-09-01 104.67545799191099
1996-10-01 103.86897528558201
1996-11-01 104.61738095792299
1996-12-01 105.06666091821500
1997-01-01 105.60998638286400
1997-02-01 106.01261087966299
1997-03-01 106.28771326526400
1997-04-01 107.09760327522301
1997-05-01 107.46036146757900
1997-06-01 107.56813596617600
1997-07-01 107.48367025832500
1997-08-01 108.16500865318501
1997-09-01 107.80034278783300
1997-10-01 109.85901185174400
1997-11-01 109.84294244105101
1997-12-01 110.13123465746800
1998-01-01 109.75473800211701
1998-02-01 109.71518325379499
1998-03-01 109.85018412301500
1998-04-01 109.18269220145599
1998-05-01 109.95702180291900
1998-06-01 109.82929710516001
1998-07-01 109.01471598468300
1998-08-01 109.02812979628100
1998-09-01 109.31822391372400
1998-10-01 109.25174344213700
1998-11-01 109.07946773642300
1998-12-01 109.44633022605500
1999-01-01 110.37838537231600
1999-02-01 110.42913134285400
1999-03-01 110.76295568636600
1999-04-01 111.44127394145700
1999-05-01 111.55795786363300
1999-06-01 112.05497118408500
1999-07-01 113.57757413633600
1999-08-01 112.73772609157801
1999-09-01 112.50435501397200
1999-10-01 112.27907364676001
1999-11-01 112.86853163392100
1999-12-01 112.83896473402900
2000-01-01 112.75394962987300
2000-02-01 113.24637165833599
2000-03-01 114.09503372932600
2000-04-01 113.42498943547399
2000-05-01 113.19362142369300
2000-06-01 114.40078998460301
2000-07-01 114.55911796122999
2000-08-01 114.94048949879499
2000-09-01 114.96042355839400
2000-10-01 115.24155604235100
2000-11-01 115.91971152435801
2000-12-01 116.41821576017600
2001-01-01 114.23706383449900
2001-02-01 114.43721567790300
2001-03-01 115.18093515506300
2001-04-01 115.60764103726500
2001-05-01 116.15929199270701
2001-06-01 116.28844264151600
2001-07-01 117.03695171833500
2001-08-01 117.33879685356100
2001-09-01 117.90019869202900
2001-10-01 118.45475871232901
2001-11-01 119.10015399950501
2001-12-01 120.01679877858100
2002-01-01 119.12048433614400
2002-02-01 119.61794552631099
2002-03-01 119.99148609196800
2002-04-01 120.25362178095502
2002-05-01 120.58705669481800
2002-06-01 121.09656309204700
2002-07-01 121.15775144691700
2002-08-01 122.07445683861000
2002-09-01 122.90479714265601
2002-10-01 123.93952405493799
2002-11-01 124.40092947634301
2002-12-01 124.88417002471500
2003-01-01 126.85514036590700
2003-02-01 127.37959952242201
2003-03-01 128.05555708065700
2003-04-01 129.11689958103100
2003-05-01 130.07063472671400
2003-06-01 130.64751041062200
2003-07-01 131.82109901890600
2003-08-01 132.07278704480200
2003-09-01 132.99401875095000
2003-10-01 133.70964845448900
2003-11-01 134.13223058234200
2003-12-01 134.11495678173299
2004-01-01 135.47411475515400
2004-02-01 135.41059361396200
2004-03-01 135.82084895309700
2004-04-01 136.30310565040800
2004-05-01 136.37534042524000
2004-06-01 136.84318318400500
2004-07-01 137.54259519338700
2004-08-01 137.59292353297700
2004-09-01 137.42707057285500
2004-10-01 137.87700474280500
2004-11-01 138.11938699183100
2004-12-01 137.71945332134100
2005-01-01 138.15132610099600
2005-02-01 138.40429649324300
2005-03-01 138.46062060126400
2005-04-01 139.41573916086900
2005-05-01 139.82135433807400
2005-06-01 140.34382085682000
2005-07-01 140.38035844309601
2005-08-01 140.90190196672899
2005-09-01 141.26673323557200
2005-10-01 141.11760183890700
2005-11-01 141.28603349440200
2005-12-01 141.88093710216802
2006-01-01 141.83528104335198
2006-02-01 142.63972414633700
2006-03-01 143.55609619592500
2006-04-01 143.40886691066600
2006-05-01 144.13324956454300
2006-06-01 144.75807836388100
2006-07-01 144.89878761190500
2006-08-01 145.79631499422000
2006-09-01 146.11966782155300
2006-10-01 147.80798323462700
2006-11-01 147.51827191738002
2006-12-01 148.18714979387698
2007-01-01 147.90465213455798
2007-02-01 147.93068910292400
2007-03-01 148.12597014036600
2007-04-01 148.16892141554600
2007-05-01 148.82707173217100
2007-06-01 149.39142578506700
2007-07-01 150.87319459708400
2007-08-01 151.64775955444400
2007-09-01 152.53321966407802
2007-10-01 153.23423648459400
2007-11-01 153.63479709719000
2007-12-01 154.47130744537700
2008-01-01 156.84889265192900
2008-02-01 157.37734999276302
2008-03-01 157.36746537413000
2008-04-01 159.74969600884100
2008-05-01 160.26144013846400
2008-06-01 160.96783783936300
2008-07-01 161.57419554120600
2008-08-01 161.87039131161000
2008-09-01 163.19468110823400
2008-10-01 163.07426789193500
2008-11-01 163.68677825030701
2008-12-01 163.69354570265500
2009-01-01 163.48768736692100
2009-02-01 163.96176943977400
2009-03-01 163.91865981592800
2009-04-01 163.75968857309600
2009-05-01 163.92941305436200
2009-06-01 164.31930364765700
2009-07-01 163.62347194176002
2009-08-01 163.06008038153600
2009-09-01 163.88383339347402
2009-10-01 166.81734309354000
2009-11-01 167.39955597715700
2009-12-01 167.61679940040400
2010-01-01 168.02125728319100
2010-02-01 167.98571398369498
2010-03-01 167.90607204699600
2010-04-01 168.56796696056400
2010-05-01 168.98298079663500
2010-06-01 168.90778286953500
2010-07-01 169.97829914477398
2010-08-01 169.83700356520500
2010-09-01 170.23496590893200
2010-10-01 170.28780465784402
2010-11-01 170.73266624333900
2010-12-01 171.08532104479900
2011-01-01 170.97063245478398
2011-02-01 171.17412724628300
2011-03-01 171.60982371415000
2011-04-01 171.93010023904702
2011-05-01 171.74482341228300
2011-06-01 171.88433813760700
2011-07-01 173.29794407842800
2011-08-01 172.86402903005700
2011-09-01 173.09720603827702
2011-10-01 172.61563045475300
2011-11-01 172.52959867175600
2011-12-01 173.25715334660500
2012-01-01 174.49669410248700
2012-02-01 174.73308769356498
2012-03-01 175.67328330149502
2012-04-01 175.50997439452203
2012-05-01 177.11981923213200
2012-06-01 177.50167305439800
2012-07-01 177.30905985583598
2012-08-01 178.29168753077900
2012-09-01 178.74570830062999
2012-10-01 179.19954984184102
2012-11-01 179.34765331768799
2012-12-01 179.61464493863700
2013-01-01 183.25120221467702
2013-02-01 183.71903133879400
2013-03-01 184.25800684206502
2013-04-01 185.86212833893500
2013-05-01 185.68434849211400
2013-06-01 186.47316728731602
2013-07-01 186.41362470035300
2013-08-01 187.32127271113400
2013-09-01 187.25576979587900
2013-10-01 187.96554890904000
2013-11-01 188.65207462926898
2013-12-01 188.82813528363098
2014-01-01 188.53014623632802
2014-02-01 189.19287352855600
2014-03-01 189.45014649251098
2014-04-01 189.57692017121800
2014-05-01 190.08526733696300
2014-06-01 190.54182338973598
2014-07-01 191.13522883652303
2014-08-01 191.89712559060600
2014-09-01 192.50441068628400
2014-10-01 193.80932746539700
2014-11-01 194.13038132608798
2014-12-01 194.44854581287800
2015-01-01 194.88183958543700
2015-02-01 195.40755387458200
2015-03-01 196.04402597289600
2015-04-01 197.40712420219000
2015-05-01 198.48259196396400
2015-06-01 199.39525999534100
2015-07-01 200.28649096805200
2015-08-01 200.83660531455000
2015-09-01 201.39528322118000
2015-10-01 201.85418014621800
2015-11-01 202.30696719460500
2015-12-01 202.95923775060800
2016-01-01 203.43435774748600
2016-02-01 203.61055467501800
2016-03-01 203.64741456296298
2016-04-01 204.93968243053100
2016-05-01 205.11870094269798
2016-06-01 205.35862780390700
2016-07-01 206.62915387822200
2016-08-01 206.65679464432498
2016-09-01 207.88359102054900
2016-10-01 209.32598988262200
2016-11-01 210.64543095994300
2016-12-01 211.77704898525698
2017-01-01 210.85966696931400
2017-02-01 212.38169359733200
2017-03-01 213.48475037132400
2017-04-01 214.51485773872898
2017-05-01 215.88296526786900
2017-06-01 216.55518452742000
2017-07-01 216.81964235264098
2017-08-01 217.17317567899897
2017-09-01 218.78412514175400
2017-10-01 219.51407200026500
2017-11-01 219.97986688066700
2017-12-01 220.89972604582402
2018-01-01 222.18256033348203
2018-02-01 222.79433373955400
2018-03-01 223.75237050016800
2018-04-01 223.76048567015400
2018-05-01 224.36540042483600
2018-06-01 225.19484729549401
2018-07-01 225.55387887868400
2018-08-01 226.40674793024600
2018-09-01 226.82440363294103
2018-10-01 226.88714608486200
2018-11-01 226.92392277564701
2018-12-01 227.57618778084998
2019-01-01 228.92130717301700
2019-02-01 230.11782618595500
2019-03-01 230.90188599255400
2019-04-01 232.01565285127998
2019-05-01 232.55319484180500
2019-06-01 232.99364684276298
2019-07-01 233.61767456809503
2019-08-01 234.40513206085700
2019-09-01 234.94815775464600
2019-10-01 234.53471479118900
2019-11-01 235.63738491293498
2019-12-01 236.11772403938300
2020-01-01 237.19884742531300
2020-02-01 238.05770815738097
2020-03-01 235.32067700659303
2020-04-01 206.26054841956900
2020-05-01 212.15919046838903
2020-06-01 220.11664638630400
2020-07-01 222.77877566860002
2020-08-01 224.52628480028500
2020-09-01 225.05631410015900
2020-10-01 228.20103465965300
2020-11-01 229.35604658651403
2020-12-01 230.15899539595800
2021-01-01 231.13781732809602
2021-02-01 232.62993533131000
2021-03-01 233.63111906237597
2021-04-01 235.37217066306198
2021-05-01 236.11674664475800
2021-06-01 237.14243277179298
2021-07-01 238.82424110665798
2021-08-01 238.65850122902100
2021-09-01 237.52714798055803
2021-10-01 240.80770468643600
2021-11-01 242.61953194717000
2021-12-01 243.28479545517100
2022-01-01 243.55248882547298
2022-02-01 244.83081136400799
2022-03-01 246.18542803853600
2022-04-01 246.60078395752900
2022-05-01 247.70984125224800
2022-06-01 248.42938043007197
2022-07-01 249.35408932722402
2022-08-01 250.55485538710900
2022-09-01 251.51134196961400
2022-10-01 252.89073587463002
2022-11-01 254.18744568295102
2022-12-01 255.34916069603200
2023-01-01 256.29833793138100
2023-02-01 258.03072027521400
2023-03-01 259.06013919513500
2023-04-01 260.72391357335600
2023-05-01 264.64860171826100
2023-06-01 263.81370024981703
2023-07-01 264.49608535311200
2023-08-01 267.35343466032300
2023-09-01 268.09431680295700
2023-10-01 268.64239484023200
2023-11-01 269.35504293940700
2023-12-01 271.24623327646700
2024-01-01 272.59973947098000
2024-02-01 273.15269893777100
2024-03-01 274.92748541246100
2024-04-01 277.02968368880100
2024-05-01 277.31495674129700
2024-06-01 278.42324736786100
2024-07-01 281.32109989824200
2024-08-01 278.73187006468400
2024-09-01 279.99045804081600

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