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 2025-11-01
Last Updated 2026-01-08 12:33 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 88.3775149668408
1990-02-01 88.4022142009613
1990-03-01 88.6477512921014
1990-04-01 89.0945325728045
1990-05-01 89.3069751066959
1990-06-01 89.5414877938729
1990-07-01 89.6067971779884
1990-08-01 90.0603819440173
1990-09-01 89.6886273005801
1990-10-01 90.1069364737288
1990-11-01 91.1535744092523
1990-12-01 91.4764822784116
1991-01-01 93.2418001534354
1991-02-01 92.8870440521738
1991-03-01 92.6780646399664
1991-04-01 93.8131249887142
1991-05-01 94.4141627370035
1991-06-01 94.6578562456378
1991-07-01 95.0844797773844
1991-08-01 95.0273119763526
1991-09-01 95.3471159210585
1991-10-01 95.4620599306150
1991-11-01 95.4048874666038
1991-12-01 94.7249789930698
1992-01-01 95.8901838508670
1992-02-01 95.9657730529284
1992-03-01 96.3291682358038
1992-04-01 96.8876595457460
1992-05-01 97.0183788712126
1992-06-01 96.7154087033948
1992-07-01 98.7425600593638
1992-08-01 98.4125117109476
1992-09-01 98.4527026479668
1992-10-01 98.7769327545090
1992-11-01 98.3554855160883
1992-12-01 98.6643604859364
1993-01-01 98.3607631119553
1993-02-01 98.7357968073887
1993-03-01 99.1534098656543
1993-04-01 98.5296696017921
1993-05-01 98.3066616890393
1993-06-01 98.2751200050905
1993-07-01 97.6249864876224
1993-08-01 97.4237259284676
1993-09-01 97.9846000821802
1993-10-01 97.9245142822426
1993-11-01 98.3355616532224
1993-12-01 98.5650222065688
1994-01-01 98.2176130066101
1994-02-01 98.1949045665781
1994-03-01 98.7494515178072
1994-04-01 97.5331360868897
1994-05-01 97.6195884676823
1994-06-01 98.2801104307751
1994-07-01 98.9570391705456
1994-08-01 99.4952782395552
1994-09-01 99.8504131076225
1994-10-01 99.8818296300879
1994-11-01 100.1331527695310
1994-12-01 99.9866093468984
1995-01-01 100.1052545566500
1995-02-01 99.4617207893748
1995-03-01 99.2573619951837
1995-04-01 98.9671121431244
1995-05-01 100.2583039473550
1995-06-01 99.4025024543717
1995-07-01 100.4895145864360
1995-08-01 100.8296438192960
1995-09-01 101.2893975243990
1995-10-01 101.8037064882070
1995-11-01 102.1755012325100
1995-12-01 102.4690375228770
1996-01-01 102.9513984879350
1996-02-01 104.1363580239080
1996-03-01 103.9396011546400
1996-04-01 105.4349043490160
1996-05-01 105.1214274065600
1996-06-01 105.2507484240930
1996-07-01 105.5628706904030
1996-08-01 105.2126521586800
1996-09-01 104.6753880352080
1996-10-01 103.8687832675200
1996-11-01 104.6173133352260
1996-12-01 105.0666371033210
1997-01-01 105.6100206276530
1997-02-01 106.0126897808610
1997-03-01 106.2877970827270
1997-04-01 107.0977213432210
1997-05-01 107.4603992960610
1997-06-01 107.5682514941170
1997-07-01 107.4837089388780
1997-08-01 108.1649838247160
1997-09-01 107.8002156367210
1997-10-01 109.8587116088740
1997-11-01 109.8427161509280
1997-12-01 110.1309789098910
1998-01-01 109.7550187597250
1998-02-01 109.7154378786950
1998-03-01 109.8503351026050
1998-04-01 109.1828860063790
1998-05-01 109.9570440806010
1998-06-01 109.8294567064440
1998-07-01 109.0147685196410
1998-08-01 109.0280715200670
1998-09-01 109.3180225322360
1998-10-01 109.2513652958940
1998-11-01 109.0790559989730
1998-12-01 109.4456971560540
1999-01-01 110.3790835301120
1999-02-01 110.4295546297980
1999-03-01 110.7631780107310
1999-04-01 111.4415597911180
1999-05-01 111.5579609343460
1999-06-01 112.0551574183150
1999-07-01 113.5776495026660
1999-08-01 112.7376235513900
1999-09-01 112.5040952928080
1999-10-01 112.2786436255110
1999-11-01 112.8679659078120
1999-12-01 112.8377096493720
2000-01-01 112.7552088467670
2000-02-01 113.2469559257820
2000-03-01 114.0953411603600
2000-04-01 113.4253320549890
2000-05-01 113.1936395800660
2000-06-01 114.4009515445830
2000-07-01 114.5591826262600
2000-08-01 114.9403499237290
2000-09-01 114.9601350620070
2000-10-01 115.2411355617660
2000-11-01 115.9191262122900
2000-12-01 116.4164303985030
2001-01-01 114.2386889872700
2001-02-01 114.4378555801820
2001-03-01 115.1812902459260
2001-04-01 115.6080201328430
2001-05-01 116.1593109316420
2001-06-01 116.2885773154440
2001-07-01 117.0369932866810
2001-08-01 117.3386530198320
2001-09-01 117.8999406329220
2001-10-01 118.4543917667300
2001-11-01 119.0996366719940
2001-12-01 120.0146285356540
2002-01-01 119.1223223200820
2002-02-01 119.6185971291710
2002-03-01 119.9918888347860
2002-04-01 120.2539642045920
2002-05-01 120.5871052401840
2002-06-01 121.0966383476050
2002-07-01 121.1577343171990
2002-08-01 122.0743315531740
2002-09-01 122.9045798779840
2002-10-01 123.9392557501520
2002-11-01 124.4005674767540
2002-12-01 124.8820423684730
2003-01-01 126.8568920100700
2003-02-01 127.3801097224070
2003-03-01 128.0559563454410
2003-04-01 129.1171788598530
2003-05-01 130.0707054893360
2003-06-01 130.6475386794030
2003-07-01 131.8210360089730
2003-08-01 132.0726939262080
2003-09-01 132.9938495536950
2003-10-01 133.7094938868580
2003-11-01 134.1320462134500
2003-12-01 134.1131104873950
2004-01-01 135.4755283295500
2004-02-01 135.4109226958160
2004-03-01 135.8212127046310
2004-04-01 136.3032849684170
2004-05-01 136.3754279284710
2004-06-01 136.8431670213700
2004-07-01 137.5424957331950
2004-08-01 137.5928695468650
2004-09-01 137.4269436052070
2004-10-01 137.8769405663690
2004-11-01 138.1193550322070
2004-12-01 137.7182765504170
2005-01-01 138.1521600186130
2005-02-01 138.4044417597290
2005-03-01 138.4608879325760
2005-04-01 139.4158535051440
2005-05-01 139.8214048955160
2005-06-01 140.3438114961620
2005-07-01 140.3802569923880
2005-08-01 140.9018822263730
2005-09-01 141.2666482175810
2005-10-01 141.1175767566680
2005-11-01 141.2860238218740
2005-12-01 141.8803331322190
2006-01-01 141.8356992008080
2006-02-01 142.6397926326320
2006-03-01 143.5562920397160
2006-04-01 143.4089218055560
2006-05-01 144.1332667676840
2006-06-01 144.7580696109430
2006-07-01 144.8986987410810
2006-08-01 145.7963058773530
2006-09-01 146.1196005604670
2006-10-01 147.8079631057910
2006-11-01 147.5182383686180
2006-12-01 148.1869554731840
2007-01-01 147.9048724484830
2007-02-01 147.9306897074480
2007-03-01 148.1260862834490
2007-04-01 148.1689439496530
2007-05-01 148.8270656600020
2007-06-01 149.3914103413250
2007-07-01 150.8731406298690
2007-08-01 151.6477473351630
2007-09-01 152.5331748679880
2007-10-01 153.2342169983490
2007-11-01 153.6347642638980
2007-12-01 154.4712713641020
2008-01-01 156.8490338449840
2008-02-01 157.3773360229010
2008-03-01 157.3675266784050
2008-04-01 159.7497047908930
2008-05-01 160.2614267604130
2008-06-01 160.9678151621290
2008-07-01 161.5741769041360
2008-08-01 161.8703641446180
2008-09-01 163.1946395674690
2008-10-01 163.0742431306390
2008-11-01 163.6867584771460
2008-12-01 163.6935562759530
2009-01-01 163.4877992267030
2009-02-01 163.9617905393150
2009-03-01 163.9186873718070
2009-04-01 163.7596965662190
2009-05-01 163.9293881984500
2009-06-01 164.3192862683780
2009-07-01 163.6234634649550
2009-08-01 163.0600314782410
2009-09-01 163.8837590017470
2009-10-01 166.8172682692940
2009-11-01 167.3995364886130
2009-12-01 167.6168803053000
2010-01-01 168.0213623665230
2010-02-01 167.9858260975350
2010-03-01 167.9061243417600
2010-04-01 168.5679598594180
2010-05-01 168.9829500472220
2010-06-01 168.9078206843780
2010-07-01 169.9783179601950
2010-08-01 169.8368863427350
2010-09-01 170.2347807441520
2010-10-01 170.2875683265010
2010-11-01 170.7323838125800
2010-12-01 171.0851184469980
2011-01-01 170.9716616113530
2011-02-01 171.1741826878100
2011-03-01 171.6099287264690
2011-04-01 171.9301827609740
2011-05-01 171.7448368654980
2011-06-01 171.8843628274530
2011-07-01 173.2979649263370
2011-08-01 172.8639115791620
2011-09-01 173.0969400396550
2011-10-01 172.6147876942900
2011-11-01 172.5288926881100
2011-12-01 173.2564994821340
2012-01-01 174.4987107976750
2012-02-01 174.7333267431670
2012-03-01 175.6737818778480
2012-04-01 175.5103352518510
2012-05-01 177.1198788197470
2012-06-01 177.5015842866550
2012-07-01 177.3091112430920
2012-08-01 178.2917977550180
2012-09-01 178.7453974755730
2012-10-01 179.1977690175680
2012-11-01 179.3462298383050
2012-12-01 179.6130808633910
2013-01-01 183.2535714407680
2013-02-01 183.7182600092980
2013-03-01 184.2633068420290
2013-04-01 185.8614866199310
2013-05-01 185.6839089763720
2013-06-01 186.4732404196310
2013-07-01 186.4127665241350
2013-08-01 187.3221873214430
2013-09-01 187.2561598708870
2013-10-01 187.9638582697430
2013-11-01 188.6475714838140
2013-12-01 188.8262994769470
2014-01-01 188.5309392574880
2014-02-01 189.1917981998050
2014-03-01 189.4609071854460
2014-04-01 189.5757432363610
2014-05-01 190.0836082968790
2014-06-01 190.5420812575750
2014-07-01 191.1329130187370
2014-08-01 191.9026331319080
2014-09-01 192.5048390996880
2014-10-01 193.8076776607890
2014-11-01 194.1219677914780
2014-12-01 194.4452845307690
2015-01-01 194.8794402115020
2015-02-01 195.4049118139950
2015-03-01 196.0603318967990
2015-04-01 197.4061429926870
2015-05-01 198.4812101064510
2015-06-01 199.3976460515460
2015-07-01 200.2841072551160
2015-08-01 200.8477006805760
2015-09-01 201.3955895031120
2015-10-01 201.8519173390240
2015-11-01 202.2929894818960
2015-12-01 202.9528862160880
2016-01-01 203.4261843437450
2016-02-01 203.6061977473160
2016-03-01 203.6647957323660
2016-04-01 204.9424602771290
2016-05-01 205.1216494677770
2016-06-01 205.3654070701370
2016-07-01 206.6296603350390
2016-08-01 206.6752593255400
2016-09-01 207.8853018149080
2016-10-01 209.3104333688220
2016-11-01 210.6321259470400
2016-12-01 211.7697739530660
2017-01-01 210.8337790280330
2017-02-01 212.3737719915420
2017-03-01 213.5050827600700
2017-04-01 214.5252509048100
2017-05-01 215.8892546416160
2017-06-01 216.5895618328800
2017-07-01 216.8173091217350
2017-08-01 217.1910816442500
2017-09-01 218.7843235489520
2017-10-01 219.4798684825290
2017-11-01 219.9653633185440
2017-12-01 220.8908862788840
2018-01-01 222.1390889976530
2018-02-01 222.7864169790450
2018-03-01 223.7740811312920
2018-04-01 223.7857255965610
2018-05-01 224.3811486639410
2018-06-01 225.2629747988530
2018-07-01 225.5390451375670
2018-08-01 226.4231551989270
2018-09-01 226.8165808751880
2018-10-01 226.8268449750710
2018-11-01 226.9124333734900
2018-12-01 227.5607137909370
2019-01-01 228.8581867471410
2019-02-01 230.1099385972400
2019-03-01 230.9318277637030
2019-04-01 232.0680749358530
2019-05-01 232.5907814608460
2019-06-01 233.1024495781480
2019-07-01 233.5857800046260
2019-08-01 234.4035187989880
2019-09-01 234.9187633575910
2019-10-01 234.4486950783430
2019-11-01 235.6213610839920
2019-12-01 236.0873601542770
2020-01-01 237.1223608287100
2020-02-01 238.0492411570540
2020-03-01 235.3683141793400
2020-04-01 206.3454818954230
2020-05-01 212.2344511361890
2020-06-01 220.2515821160980
2020-07-01 222.7120495873480
2020-08-01 224.4940511159760
2020-09-01 225.0126811558800
2020-10-01 228.0760185319000
2020-11-01 229.3395404962740
2020-12-01 230.1595064905670
2021-01-01 231.0373184294980
2021-02-01 232.5455723032210
2021-03-01 233.7006637583240
2021-04-01 235.5697485829030
2021-05-01 236.2710020152840
2021-06-01 237.3401236779820
2021-07-01 238.7163799279300
2021-08-01 238.5273807464210
2021-09-01 237.4491179418120
2021-10-01 240.6526780830720
2021-11-01 242.5934194174220
2021-12-01 243.3687590210400
2022-01-01 243.4169821960010
2022-02-01 244.6542478353880
2022-03-01 246.2352018786750
2022-04-01 246.9070800344200
2022-05-01 247.9860942917740
2022-06-01 248.6721421942390
2022-07-01 249.1947670662810
2022-08-01 250.2918114096470
2022-09-01 251.3931500379420
2022-10-01 252.7486358119380
2022-11-01 253.9764821457650
2022-12-01 255.1934312768220
2023-01-01 255.4947651146560
2023-02-01 256.9201380856280
2023-03-01 258.0583987910040
2023-04-01 260.1469170424450
2023-05-01 264.1528863346000
2023-06-01 263.2883963664930
2023-07-01 264.6868605060390
2023-08-01 266.6515808381950
2023-09-01 268.2199074309340
2023-10-01 267.1751138821990
2023-11-01 268.6767956564110
2023-12-01 269.7822404025380
2024-01-01 272.6245744497650
2024-02-01 271.9390981653950
2024-03-01 271.8524965200510
2024-04-01 271.8346728793630
2024-05-01 272.5407998799200
2024-06-01 273.3760381312240
2024-07-01 273.9025136669160
2024-08-01 274.9171782420010
2024-09-01 275.0559348642030
2024-10-01 276.0970172537060
2024-11-01 277.0578772058100
2024-12-01 277.4227458006290
2025-01-01 279.7945815796730
2025-02-01 281.0417616833330
2025-03-01 283.4361914371170
2025-04-01 284.4646670439950
2025-05-01 285.2358686058870
2025-06-01 286.6425007394210
2025-07-01 290.1763567244870
2025-08-01 288.6754495080510
2025-09-01 290.7277855893600
2025-10-01 291.4972456428000
2025-11-01 293.1001762166240

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