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 2026-04-01
Last Updated 2026-05-26 2:33 PM 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 88.3775155877882
1990-02-01 88.4022141748484
1990-03-01 88.6477515713843
1990-04-01 89.0945310266551
1990-05-01 89.3069734470897
1990-06-01 89.5414862543315
1990-07-01 89.6067966812571
1990-08-01 90.0603818706154
1990-09-01 89.6886274324736
1990-10-01 90.1069373921974
1990-11-01 91.1535756627888
1990-12-01 91.4764845690491
1991-01-01 93.2418014419469
1991-02-01 92.8870447531613
1991-03-01 92.6780653546647
1991-04-01 93.8131211459407
1991-05-01 94.4141595964633
1991-06-01 94.6578546913890
1991-07-01 95.0844791668283
1991-08-01 95.0273121013646
1991-09-01 95.3471167109225
1991-10-01 95.4620618047289
1991-11-01 95.4048898043604
1991-12-01 94.7249821313880
1992-01-01 95.8901860630513
1992-02-01 95.9657744926192
1992-03-01 96.3291695605741
1992-04-01 96.8876512089369
1992-05-01 97.0183731031498
1992-06-01 96.7154048854818
1992-07-01 98.7425600961179
1992-08-01 98.4125128073324
1992-09-01 98.4527053421263
1992-10-01 98.7769370760084
1992-11-01 98.3554900790723
1992-12-01 98.6643650187071
1993-01-01 98.3607665572258
1993-02-01 98.7358000348563
1993-03-01 99.1534082312716
1993-04-01 98.5296555513672
1993-05-01 98.3066529942760
1993-06-01 98.2751136896982
1993-07-01 97.6249868772182
1993-08-01 97.4237267868705
1993-09-01 97.9846019218223
1993-10-01 97.9245336457199
1993-11-01 98.3355649419661
1993-12-01 98.5650259899330
1994-01-01 98.2176169221417
1994-02-01 98.1949087723599
1994-03-01 98.7494452231292
1994-04-01 97.5331177692335
1994-05-01 97.6195777434777
1994-06-01 98.2801009418415
1994-07-01 98.9570394598720
1994-08-01 99.4952786149870
1994-09-01 99.8504175219870
1994-10-01 99.8818643010717
1994-11-01 100.1331541781920
1994-12-01 99.9866117908998
1995-01-01 100.1052580213410
1995-02-01 99.4617252853866
1995-03-01 99.2573508940840
1995-04-01 98.9670916689813
1995-05-01 100.2582884170350
1995-06-01 99.4024871909758
1995-07-01 100.4895130952380
1995-08-01 100.8296436947940
1995-09-01 101.2894082262250
1995-10-01 101.8037640488790
1995-11-01 102.1755070969420
1995-12-01 102.4690406208710
1996-01-01 102.9513971289310
1996-02-01 104.1363536413060
1996-03-01 103.9395799208190
1996-04-01 105.4348779372280
1996-05-01 105.1214034022170
1996-06-01 105.2507222346370
1996-07-01 105.5628656874720
1996-08-01 105.2126555983610
1996-09-01 104.6754189969110
1996-10-01 103.8688682632110
1996-11-01 104.6173432672310
1996-12-01 105.0666476452240
1997-01-01 105.6100054674520
1997-02-01 106.0126548503900
1997-03-01 106.2877599846390
1997-04-01 107.0976690617910
1997-05-01 107.4603825492970
1997-06-01 107.5682004097920
1997-07-01 107.4836917954370
1997-08-01 108.1649947971970
1997-09-01 107.8002719051220
1997-10-01 109.8588445068020
1997-11-01 109.8428163293540
1997-12-01 110.1310921483830
1998-01-01 109.7548944846700
1998-02-01 109.7153251687680
1998-03-01 109.8502682957920
1998-04-01 109.1828002006720
1998-05-01 109.9570341649850
1998-06-01 109.8293861142750
1998-07-01 109.0147452329890
1998-08-01 109.0280972803760
1998-09-01 109.3181116483900
1998-10-01 109.2515326732950
1998-11-01 109.0792382631980
1998-12-01 109.4459774217460
1999-01-01 110.3787746407180
1999-02-01 110.4293672277880
1999-03-01 110.7630796201160
1999-04-01 111.4414332340620
1999-05-01 111.5579594670650
1999-06-01 112.0550750348860
1999-07-01 113.5776160539020
1999-08-01 112.7376688990590
1999-09-01 112.5042102269280
1999-10-01 112.2788339555910
1999-11-01 112.8682163201810
1999-12-01 112.8382653225630
2000-01-01 112.7546517403060
2000-02-01 113.2466972297880
2000-03-01 114.0952050765860
2000-04-01 113.4251803551500
2000-05-01 113.1936314042680
2000-06-01 114.4008800533850
2000-07-01 114.5591538633790
2000-08-01 114.9404116645870
2000-09-01 114.9602627332930
2000-10-01 115.2413216611660
2000-11-01 115.9193852753410
2000-12-01 116.4172208575700
2001-01-01 114.2379700439870
2001-02-01 114.4375722187090
2001-03-01 115.1811330394950
2001-04-01 115.6078522728240
2001-05-01 116.1593023788390
2001-06-01 116.2885176943440
2001-07-01 117.0369747117370
2001-08-01 117.3387166556590
2001-09-01 117.9000548344430
2001-10-01 118.4545541684020
2001-11-01 119.0998656379610
2001-12-01 120.0155894466980
2002-01-01 119.1215091742430
2002-02-01 119.6183085861000
2002-03-01 119.9917105058630
2002-04-01 120.2538125634120
2002-05-01 120.5870835910270
2002-06-01 121.0966049916860
2002-07-01 121.1577417341630
2002-08-01 122.0743869836090
2002-09-01 122.9046760375230
2002-10-01 123.9393744967500
2002-11-01 124.4007276863090
2002-12-01 124.8829844216310
2003-01-01 126.8561170927980
2003-02-01 127.3798837668360
2003-03-01 128.0557795379460
2003-04-01 129.1170551329330
2003-05-01 130.0706740390770
2003-06-01 130.6475261084860
2003-07-01 131.8210637440010
2003-08-01 132.0727351434610
2003-09-01 132.9939244690580
2003-10-01 133.7095623072170
2003-11-01 134.1321278075010
2003-12-01 134.1139280154410
2004-01-01 135.4749028757770
2004-02-01 135.4107769369290
2004-03-01 135.8210516095930
2004-04-01 136.3032054489080
2004-05-01 136.3753891074580
2004-06-01 136.8431741229980
2004-07-01 137.5425397110490
2004-08-01 137.5928935198210
2004-09-01 137.4269998894390
2004-10-01 137.8769689853340
2004-11-01 138.1193691425560
2004-12-01 137.7187975956390
2005-01-01 138.1517908900210
2005-02-01 138.4043774123640
2005-03-01 138.4607695501660
2005-04-01 139.4158027125080
2005-05-01 139.8213824478610
2005-06-01 140.3438156374720
2005-07-01 140.3803020170090
2005-08-01 140.9018911389610
2005-09-01 141.2666862616810
2005-10-01 141.1175877716120
2005-11-01 141.2860279129310
2005-12-01 141.8806003992320
2006-01-01 141.8355137765900
2006-02-01 142.6397622588650
2006-03-01 143.5562052465710
2006-04-01 143.4088972456550
2006-05-01 144.1332591912150
2006-06-01 144.7580737784050
2006-07-01 144.8987385343880
2006-08-01 145.7963104015220
2006-09-01 146.1196314574770
2006-10-01 147.8079721869090
2006-11-01 147.5182507233650
2006-12-01 148.1870415216180
2007-01-01 147.9047747901300
2007-02-01 147.9306894813730
2007-03-01 148.1260345249240
2007-04-01 148.1689332670610
2007-05-01 148.8270682028330
2007-06-01 149.3914179159860
2007-07-01 150.8731662828870
2007-08-01 151.6477549845290
2007-09-01 152.5331975781760
2007-10-01 153.2342260441940
2007-11-01 153.6347729964230
2007-12-01 154.4712866361450
2008-01-01 156.8489707930580
2008-02-01 157.3773416502760
2008-03-01 157.3674966174410
2008-04-01 159.7496943145740
2008-05-01 160.2614262613060
2008-06-01 160.9678241127220
2008-07-01 161.5741966079580
2008-08-01 161.8703931585860
2008-09-01 163.1946849267610
2008-10-01 163.0742733136010
2008-11-01 163.6867481532340
2008-12-01 163.6935312385590
2009-01-01 163.4877211231740
2009-02-01 163.9617593076700
2009-03-01 163.9186649442120
2009-04-01 163.7596884802540
2009-05-01 163.9293852270850
2009-06-01 164.3192889021570
2009-07-01 163.6235020053390
2009-08-01 163.0601093222610
2009-09-01 163.8838870311990
2009-10-01 166.8173845720220
2009-11-01 167.3995058568920
2009-12-01 167.6167620703290
2010-01-01 168.0211847419720
2010-02-01 167.9856928809960
2010-03-01 167.9060728129210
2010-04-01 168.5679832818660
2010-05-01 168.9829515597060
2010-06-01 168.9077755704450
2010-07-01 169.9783782885190
2010-08-01 169.8370867261640
2010-09-01 170.2350602211560
2010-10-01 170.2878839671060
2010-11-01 170.7326056778850
2010-12-01 171.0853043164390
2011-01-01 170.9701463196600
2011-02-01 171.1741946884430
2011-03-01 171.6099013864110
2011-04-01 171.9301679500240
2011-05-01 171.7448045529620
2011-06-01 171.8843714635030
2011-07-01 173.2981023727230
2011-08-01 172.8641895095790
2011-09-01 173.0973260943430
2011-10-01 172.6158025066390
2011-11-01 172.5294032457670
2011-12-01 173.2570092164950
2012-01-01 174.4957045896930
2012-02-01 174.7332786953350
2012-03-01 175.6735266830040
2012-04-01 175.5101814830370
2012-05-01 177.1198856380700
2012-06-01 177.5017778663510
2012-07-01 177.3093421293920
2012-08-01 178.2920225723270
2012-09-01 178.7458661653160
2012-10-01 179.1997008445480
2012-11-01 179.3472214080750
2012-12-01 179.6142042613510
2013-01-01 183.2493160524830
2013-02-01 183.7188181605180
2013-03-01 184.2601117123190
2013-04-01 185.8620540745800
2013-05-01 185.6842234168930
2013-06-01 186.4731748694940
2013-07-01 186.4146684304710
2013-08-01 187.3216019698090
2013-09-01 187.2559467960440
2013-10-01 187.9659523081020
2013-11-01 188.6510368639640
2013-12-01 188.8272048694100
2014-01-01 188.5265614191780
2014-02-01 189.1925757950780
2014-03-01 189.4544255587330
2014-04-01 189.5767441454350
2014-05-01 190.0848280004480
2014-06-01 190.5422045223420
2014-07-01 191.1375265773260
2014-08-01 191.8973978480800
2014-09-01 192.5047225675750
2014-10-01 193.8097194543020
2014-11-01 194.1283128056680
2014-12-01 194.4465261887390
2015-01-01 194.8759139425680
2015-02-01 195.4066897814820
2015-03-01 196.0505122993230
2015-04-01 197.4073021518970
2015-05-01 198.4827800649490
2015-06-01 199.3973494604230
2015-07-01 200.2912194194270
2015-08-01 200.8369843888470
2015-09-01 201.3952013330510
2015-10-01 201.8535700403630
2015-11-01 202.3024841845410
2015-12-01 202.9548025371220
2016-01-01 203.4257760726120
2016-02-01 203.6090290352330
2016-03-01 203.6544572369160
2016-04-01 204.9422028492650
2016-05-01 205.1222331788140
2016-06-01 205.3639807121490
2016-07-01 206.6368710434730
2016-08-01 206.6594438333630
2016-09-01 207.8854114787440
2016-10-01 209.3104369402970
2016-11-01 210.6431955687850
2016-12-01 211.7741018261740
2017-01-01 210.8384152625860
2017-02-01 212.3811043094000
2017-03-01 213.4978553987960
2017-04-01 214.5211788822500
2017-05-01 215.8847978745030
2017-06-01 216.5802947077860
2017-07-01 216.8279508318680
2017-08-01 217.1764077479870
2017-09-01 218.7807783345790
2017-10-01 219.4780355441990
2017-11-01 219.9777746458690
2017-12-01 220.8968111847230
2018-01-01 222.1487498699710
2018-02-01 222.7990867328700
2018-03-01 223.7745559465310
2018-04-01 223.7764196892700
2018-05-01 224.3707916276250
2018-06-01 225.2468836994870
2018-07-01 225.5476128611320
2018-08-01 226.4155935569100
2018-09-01 226.8064224998980
2018-10-01 226.8289463785630
2018-11-01 226.9126939909950
2018-12-01 227.5688916039570
2019-01-01 228.8729113968360
2019-02-01 230.1321039893090
2019-03-01 230.9464648682130
2019-04-01 232.0592672932100
2019-05-01 232.5762057485180
2019-06-01 233.0768958499050
2019-07-01 233.5867147030780
2019-08-01 234.4036886084550
2019-09-01 234.8966811163670
2019-10-01 234.4529782272230
2019-11-01 235.6022737789340
2019-12-01 236.0890925032340
2020-01-01 237.1431811095580
2020-02-01 238.0890043308640
2020-03-01 235.4099810740710
2020-04-01 206.3584225684010
2020-05-01 212.2175111999440
2020-06-01 220.2250217647770
2020-07-01 222.6900754646480
2020-08-01 224.4799324673400
2020-09-01 224.9676130026320
2020-10-01 228.1041821695160
2020-11-01 229.2764560958220
2020-12-01 230.1425525204420
2021-01-01 231.0612015870430
2021-02-01 232.6206475140000
2021-03-01 233.8040507040290
2021-04-01 235.6317351135110
2021-05-01 236.2538489151330
2021-06-01 237.3143208007100
2021-07-01 238.6487689915060
2021-08-01 238.4674131327990
2021-09-01 237.3401172847090
2021-10-01 240.7179598213990
2021-11-01 242.4731923023450
2021-12-01 243.3134745861730
2022-01-01 243.4556487055670
2022-02-01 244.7655586839060
2022-03-01 246.5032935065990
2022-04-01 247.0155236350220
2022-05-01 247.9313050019260
2022-06-01 248.6928109603790
2022-07-01 249.0875771919640
2022-08-01 250.1036633799240
2022-09-01 251.2415170822710
2022-10-01 252.8244024389140
2022-11-01 253.7703524831320
2022-12-01 255.0979288486400
2023-01-01 255.3532660211380
2023-02-01 256.6971396688920
2023-03-01 257.9499301985030
2023-04-01 259.4027622475240
2023-05-01 263.0466034474410
2023-06-01 262.1488784572240
2023-07-01 263.1402346283330
2023-08-01 264.5810148052630
2023-09-01 266.1165703011710
2023-10-01 265.1326624378580
2023-11-01 266.1255074232270
2023-12-01 267.1817159663450
2024-01-01 269.9752326188440
2024-02-01 269.3318291093840
2024-03-01 269.4727775656820
2024-04-01 269.5188747545820
2024-05-01 270.5582365789440
2024-06-01 272.1981402411170
2024-07-01 273.4902257016390
2024-08-01 274.2673350129590
2024-09-01 274.9564238579110
2024-10-01 274.9905793759150
2024-11-01 276.0271985991850
2024-12-01 276.5138769771650
2025-01-01 277.9317737985260
2025-02-01 279.4602193065670
2025-03-01 280.0203176445550
2025-04-01 282.1615464651240
2025-05-01 282.8968908721880
2025-06-01 283.0756550175530
2025-07-01 284.3982270859870
2025-08-01 285.8709853205270
2025-09-01 286.2771321545210
2025-10-01 288.0556368430270
2025-11-01 289.0618058765980
2025-12-01 289.8892018731780
2026-01-01 292.1209765129520
2026-02-01 289.0921485545170
2026-03-01 294.2440257465770
2026-04-01 293.7441326158310

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