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 2026-05-01
Last Updated 2026-06-24 10:49 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 88.3775156811322
1990-02-01 88.4022141709411
1990-03-01 88.6477516134332
1990-04-01 89.0945307942393
1990-05-01 89.3069731976012
1990-06-01 89.5414860228985
1990-07-01 89.6067966065652
1990-08-01 90.0603818595701
1990-09-01 89.6886274522876
1990-10-01 90.1069375302648
1990-11-01 91.1535758512029
1990-12-01 91.4764849133613
1991-01-01 93.2418016356459
1991-02-01 92.8870448585571
1991-03-01 92.6780654621890
1991-04-01 93.8131205683449
1991-05-01 94.4141591242938
1991-06-01 94.6578544577283
1991-07-01 95.0844790750209
1991-08-01 95.0273121201473
1991-09-01 95.3471168296437
1991-10-01 95.4620620864354
1991-11-01 95.4048901557473
1991-12-01 94.7249826031328
1992-01-01 95.8901863956036
1992-02-01 95.9657747090687
1992-03-01 96.3291697598648
1992-04-01 96.8876499560224
1992-05-01 97.0183722356621
1992-06-01 96.7154043115730
1992-07-01 98.7425601016374
1992-08-01 98.4125129721186
1992-09-01 98.4527057470639
1992-10-01 98.7769377255649
1992-11-01 98.3554907649552
1992-12-01 98.6643657001132
1993-01-01 98.3607670752162
1993-02-01 98.7358005201302
1993-03-01 99.1534079859232
1993-04-01 98.5296534398118
1993-05-01 98.3066516863277
1993-06-01 98.2751127402372
1993-07-01 97.6249869357094
1993-08-01 97.4237269158629
1993-09-01 97.9846021983222
1993-10-01 97.9245365563245
1993-11-01 98.3355654363861
1993-12-01 98.5650265588406
1994-01-01 98.2176175110502
1994-02-01 98.1949094049546
1994-03-01 98.7494442774812
1994-04-01 97.5331150162893
1994-05-01 97.6195761297609
1994-06-01 98.2800995149259
1994-07-01 98.9570395030793
1994-08-01 99.4952786714132
1994-09-01 99.8504181856392
1994-10-01 99.8818695127553
1994-11-01 100.1331543901520
1994-12-01 99.9866121587660
1995-01-01 100.1052585427510
1995-02-01 99.4617259618029
1995-03-01 99.2573492264185
1995-04-01 98.9670885926997
1995-05-01 100.2582860794150
1995-06-01 99.4024848939078
1995-07-01 100.4895128715740
1995-08-01 100.8296436765060
1995-09-01 101.2894098351700
1995-10-01 101.8037727014430
1995-11-01 102.1755079789270
1995-12-01 102.4690410872710
1996-01-01 102.9513969253200
1996-02-01 104.1363529831820
1996-03-01 103.9395767304130
1996-04-01 105.4348739693080
1996-05-01 105.1213997894050
1996-06-01 105.2507182929810
1996-07-01 105.5628649370510
1996-08-01 105.2126561165030
1996-09-01 104.6754236518810
1996-10-01 103.8688810403840
1996-11-01 104.6173477669370
1996-12-01 105.0666492299080
1997-01-01 105.6100031887260
1997-02-01 106.0126496001160
1997-03-01 106.2877544073410
1997-04-01 107.0976612051170
1997-05-01 107.4603800321100
1997-06-01 107.5681927230760
1997-07-01 107.4836892212920
1997-08-01 108.1649964490900
1997-09-01 107.8002803657640
1997-10-01 109.8588644853810
1997-11-01 109.8428313872030
1997-12-01 110.1311091666470
1998-01-01 109.7548758026410
1998-02-01 109.7153082256180
1998-03-01 109.8502582496860
1998-04-01 109.1827873043510
1998-05-01 109.9570326819010
1998-06-01 109.8293754948620
1998-07-01 109.0147417368100
1998-08-01 109.0281011577010
1998-09-01 109.3181250483010
1998-10-01 109.2515578356300
1998-11-01 109.0792656609790
1998-12-01 109.4460195477270
1999-01-01 110.3787281861280
1999-02-01 110.4293390611620
1999-03-01 110.7630648265770
1999-04-01 111.4414142128330
1999-05-01 111.5579592613500
1999-06-01 112.0550626432330
1999-07-01 113.5776110377470
1999-08-01 112.7376757216900
1999-09-01 112.5042275087760
1999-10-01 112.2788625696520
1999-11-01 112.8682539644370
1999-12-01 112.8383488394060
2000-01-01 112.7545679537090
2000-02-01 113.2466583507730
2000-03-01 114.0951846196250
2000-04-01 113.4251575561960
2000-05-01 113.1936301943460
2000-06-01 114.4008693032050
2000-07-01 114.5591495585990
2000-08-01 114.9404209514960
2000-09-01 114.9602819297460
2000-10-01 115.2413496401730
2000-11-01 115.9194242227280
2000-12-01 116.4173396609290
2001-01-01 114.2378619094940
2001-02-01 114.4375296372330
2001-03-01 115.1811094108040
2001-04-01 115.6078270464720
2001-05-01 116.1593011164470
2001-06-01 116.2885087327970
2001-07-01 117.0369719432140
2001-08-01 117.3387262257680
2001-09-01 117.9000720051520
2001-10-01 118.4545785847760
2001-11-01 119.0999000616580
2001-12-01 120.0157338623980
2002-01-01 119.1213868785260
2002-02-01 119.6182652268180
2002-03-01 119.9916837048460
2002-04-01 120.2537897774600
2002-05-01 120.5870803590170
2002-06-01 121.0965999836990
2002-07-01 121.1577428709230
2002-08-01 122.0743953180740
2002-09-01 122.9046904939250
2002-10-01 123.9393923482820
2002-11-01 124.4007517725910
2002-12-01 124.8831260018890
2003-01-01 126.8560005538580
2003-02-01 127.3798498154500
2003-03-01 128.0557529601460
2003-04-01 129.1170365555840
2003-05-01 130.0706693286610
2003-06-01 130.6475242262160
2003-07-01 131.8210679324670
2003-08-01 132.0727413357270
2003-09-01 132.9939357260140
2003-10-01 133.7095725880260
2003-11-01 134.1321400725050
2003-12-01 134.1140508725780
2004-01-01 135.4748088426110
2004-02-01 135.4107550334410
2004-03-01 135.8210273821000
2004-04-01 136.3031935295380
2004-05-01 136.3753832878520
2004-06-01 136.8431752069030
2004-07-01 137.5425463399930
2004-08-01 137.5928971169920
2004-09-01 137.4270083330310
2004-10-01 137.8769732312370
2004-11-01 138.1193712384400
2004-12-01 137.7188758762630
2005-01-01 138.1517354523390
2005-02-01 138.4043677347230
2005-03-01 138.4607517295320
2005-04-01 139.4157951303520
2005-05-01 139.8213791029500
2005-06-01 140.3438162955790
2005-07-01 140.3803088264860
2005-08-01 140.9018925007280
2005-09-01 141.2666918945950
2005-10-01 141.1175893829900
2005-11-01 141.2860284668640
2005-12-01 141.8806405016210
2006-01-01 141.8354859761130
2006-02-01 142.6397576357240
2006-03-01 143.5561921149700
2006-04-01 143.4088935824840
2006-05-01 144.1332581519640
2006-06-01 144.7580746125470
2006-07-01 144.8987448048390
2006-08-01 145.7963113069170
2006-09-01 146.1196359935040
2006-10-01 147.8079734708370
2006-11-01 147.5182518684260
2006-12-01 148.1870542716210
2007-01-01 147.9047600828620
2007-02-01 147.9306891820680
2007-03-01 148.1260263915510
2007-04-01 148.1689315707840
2007-05-01 148.8270689846370
2007-06-01 149.3914200033620
2007-07-01 150.8731716978440
2007-08-01 151.6477573994370
2007-09-01 152.5332006791330
2007-10-01 153.2342257802880
2007-11-01 153.6347705619570
2007-12-01 154.4712867885700
2008-01-01 156.8489607371730
2008-02-01 157.3773434839440
2008-03-01 157.3674958755240
2008-04-01 159.7497004010100
2008-05-01 160.2614358688480
2008-06-01 160.9678313849070
2008-07-01 161.5741980582410
2008-08-01 161.8703835775170
2008-09-01 163.1946608203550
2008-10-01 163.0742489904320
2008-11-01 163.6867305061410
2008-12-01 163.6935530912810
2009-01-01 163.4877512437930
2009-02-01 163.9617899677170
2009-03-01 163.9186804881090
2009-04-01 163.7596972057780
2009-05-01 163.9293965493440
2009-06-01 164.3193018304460
2009-07-01 163.6234914316330
2009-08-01 163.0600594905800
2009-09-01 163.8837829000410
2009-10-01 166.8172942049330
2009-11-01 167.3994392041960
2009-12-01 167.6168576664610
2010-01-01 168.0213423530440
2010-02-01 167.9858221521520
2010-03-01 167.9061287068670
2010-04-01 168.5679524072090
2010-05-01 168.9829736873940
2010-06-01 168.9078492045760
2010-07-01 169.9783696232890
2010-08-01 169.8369347971750
2010-09-01 170.2348117064360
2010-10-01 170.2875886181840
2010-11-01 170.7321852819180
2010-12-01 171.0850742059290
2011-01-01 170.9715471864120
2011-02-01 171.1742533906800
2011-03-01 171.6100244590770
2011-04-01 171.9302240903530
2011-05-01 171.7448960020940
2011-06-01 171.8843963989920
2011-07-01 173.2980204479230
2011-08-01 172.8639598988330
2011-09-01 173.0969443465040
2011-10-01 172.6147550782070
2011-11-01 172.5285413790760
2011-12-01 173.2563801057130
2012-01-01 174.4985128486940
2012-02-01 174.7335553348600
2012-03-01 175.6740753770040
2012-04-01 175.5104646298340
2012-05-01 177.1199427810090
2012-06-01 177.5015765928510
2012-07-01 177.3091859030590
2012-08-01 178.2919455356870
2012-09-01 178.7453890323300
2012-10-01 179.1975678645390
2012-11-01 179.3456936557430
2012-12-01 179.6127715556110
2013-01-01 183.2530163005750
2013-02-01 183.7181819592540
2013-03-01 184.2654618406040
2013-04-01 185.8611286850620
2013-05-01 185.6836982783890
2013-06-01 186.4733276105870
2013-07-01 186.4124648898320
2013-08-01 187.3227281081100
2013-09-01 187.2564421514070
2013-10-01 187.9637313645430
2013-11-01 188.6461394679310
2013-12-01 188.8257589585940
2014-01-01 188.5302810367910
2014-02-01 189.1912478316750
2014-03-01 189.4648646297630
2014-04-01 189.5750044787070
2014-05-01 190.0831711595450
2014-06-01 190.5419360599060
2014-07-01 191.1313262608470
2014-08-01 191.9066728928720
2014-09-01 192.5040480995240
2014-10-01 193.8067017684970
2014-11-01 194.1194707844400
2014-12-01 194.4449073339290
2015-01-01 194.8791879902510
2015-02-01 195.4043848277110
2015-03-01 196.0663520094970
2015-04-01 197.4045168845120
2015-05-01 198.4796898051360
2015-06-01 199.3967631427050
2015-07-01 200.2811065946280
2015-08-01 200.8557341409480
2015-09-01 201.3937063154390
2015-10-01 201.8499707560350
2015-11-01 202.2893228879550
2015-12-01 202.9534086867280
2016-01-01 203.4279519848270
2016-02-01 203.6071897623440
2016-03-01 203.6710064345060
2016-04-01 204.9395130842990
2016-05-01 205.1177621443110
2016-06-01 205.3617501781530
2016-07-01 206.6253971406950
2016-08-01 206.6896103553430
2016-09-01 207.8864639918840
2016-10-01 209.2966836583610
2016-11-01 210.6317759639880
2016-12-01 211.7735790031700
2017-01-01 210.8389261928640
2017-02-01 212.3788269504170
2017-03-01 213.5145248745430
2017-04-01 214.5166880211970
2017-05-01 215.8829565517190
2017-06-01 216.5704075931910
2017-07-01 216.8175672552370
2017-08-01 217.2095064533350
2017-09-01 218.7999563713750
2017-10-01 219.4514800248420
2017-11-01 219.9671201900930
2017-12-01 220.8972331691130
2018-01-01 222.1482890412560
2018-02-01 222.7971800588440
2018-03-01 223.7851662607260
2018-04-01 223.7712762441890
2018-05-01 224.3725598536220
2018-06-01 225.2278626746150
2018-07-01 225.5373177113230
2018-08-01 226.4481458926610
2018-09-01 226.8549642418940
2018-10-01 226.7862333082460
2018-11-01 226.9039955815110
2018-12-01 227.5692323275610
2019-01-01 228.8718663453620
2019-02-01 230.1291582640100
2019-03-01 230.9501259897550
2019-04-01 232.0532837208170
2019-05-01 232.5824411025960
2019-06-01 233.0493897414390
2019-07-01 233.5785843706260
2019-08-01 234.4252116948810
2019-09-01 234.9759946088700
2019-10-01 234.4055386828290
2019-11-01 235.5928278008760
2019-12-01 236.0871808562270
2020-01-01 237.1406306198930
2020-02-01 238.0849048216340
2020-03-01 235.4057254032460
2020-04-01 206.3527745897600
2020-05-01 212.2263373347080
2020-06-01 220.1976957113060
2020-07-01 222.6829055841630
2020-08-01 224.4902182916640
2020-09-01 225.0639705015170
2020-10-01 228.0566851807420
2020-11-01 229.2701551409260
2020-12-01 230.1399484564300
2021-01-01 231.0519088602070
2021-02-01 232.6122431068560
2021-03-01 233.7960283857470
2021-04-01 235.6228578048450
2021-05-01 236.2680066074890
2021-06-01 237.2877908015740
2021-07-01 238.6450001971660
2021-08-01 238.4697853899080
2021-09-01 237.4495932499100
2021-10-01 240.6817611994700
2021-11-01 242.4657401613930
2021-12-01 243.3083454696730
2022-01-01 243.4352232281510
2022-02-01 244.7471355838320
2022-03-01 246.4855450151030
2022-04-01 247.0029721820310
2022-05-01 247.9488115224090
2022-06-01 248.6816269578150
2022-07-01 249.0916199084330
2022-08-01 250.1127566371050
2022-09-01 251.3491558855470
2022-10-01 252.8045684111460
2022-11-01 253.7638956698670
2022-12-01 255.0878903563250
2023-01-01 255.3162938920760
2023-02-01 256.6627171737150
2023-03-01 257.9169987218080
2023-04-01 259.3431286412760
2023-05-01 263.1070114344430
2023-06-01 262.1687516201450
2023-07-01 263.1657515918430
2023-08-01 264.6063073224450
2023-09-01 266.2057351029400
2023-10-01 265.1331415667520
2023-11-01 266.1171999970770
2023-12-01 267.1610824893020
2024-01-01 269.9208693586360
2024-02-01 269.2769926435790
2024-03-01 269.4193335876590
2024-04-01 269.4031786129590
2024-05-01 270.6638102218270
2024-06-01 272.2559349603550
2024-07-01 273.5420330539160
2024-08-01 274.3139753832110
2024-09-01 275.0296566751180
2024-10-01 274.9988521270460
2024-11-01 276.0204756388270
2024-12-01 276.4841430376920
2025-01-01 277.8613594554870
2025-02-01 279.3860605962640
2025-03-01 279.9471469313330
2025-04-01 281.9726299226390
2025-05-01 283.0637215147670
2025-06-01 283.1659690131430
2025-07-01 284.4773004558450
2025-08-01 285.9366412022700
2025-09-01 286.3443434176490
2025-10-01 288.0674692818800
2025-11-01 289.0530317320520
2025-12-01 289.8520869842660
2026-01-01 292.0412088667060
2026-02-01 289.0040346605680
2026-03-01 294.1553660458150
2026-04-01 293.8145230550090
2026-05-01 293.7752659378790

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