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 2026-07-01
Last Updated 2026-08-21 7:25 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 88.3775156340638
1990-02-01 88.4022141729108
1990-03-01 88.6477515922280
1990-04-01 89.0945309114340
1990-05-01 89.3069733234053
1990-06-01 89.5414861395979
1990-07-01 89.6067966442291
1990-08-01 90.0603818651400
1990-09-01 89.6886274422969
1990-10-01 90.1069374606448
1990-11-01 91.1535757561964
1990-12-01 91.4764847397438
1991-01-01 93.2418015379736
1991-02-01 92.8870448054109
1991-03-01 92.6780654079673
1991-04-01 93.8131208595937
1991-05-01 94.4141593623861
1991-06-01 94.6578545755516
1991-07-01 95.0844791213154
1991-08-01 95.0273121106765
1991-09-01 95.3471167697794
1991-10-01 95.4620619443863
1991-11-01 95.4048899785626
1991-12-01 94.7249823652575
1992-01-01 95.8901862279149
1992-02-01 95.9657745999238
1992-03-01 96.3291696593684
1992-04-01 96.8876505877906
1992-05-01 97.0183726731034
1992-06-01 96.7154046009642
1992-07-01 98.7425600988543
1992-08-01 98.4125128890265
1992-09-01 98.4527055428772
1992-10-01 98.7769373980303
1992-11-01 98.3554904191022
1992-12-01 98.6643653565155
1993-01-01 98.3607668140185
1993-02-01 98.7358002754288
1993-03-01 99.1534081096284
1993-04-01 98.5296545045388
1993-05-01 98.3066523458865
1993-06-01 98.2751132190034
1993-07-01 97.6249869062179
1993-08-01 97.4237268508203
1993-09-01 97.9846020588994
1993-10-01 97.9245350886673
1993-11-01 98.3355651870749
1993-12-01 98.5650262719649
1994-01-01 98.2176172140848
1994-02-01 98.1949090859588
1994-03-01 98.7494447543020
1994-04-01 97.5331164044321
1994-05-01 97.6195769435253
1994-06-01 98.2801002344601
1994-07-01 98.9570394813015
1994-08-01 99.4952786429608
1994-09-01 99.8504178509924
1994-10-01 99.8818668847863
1994-11-01 100.1331542832650
1994-12-01 99.9866119732551
1995-01-01 100.1052582798120
1995-02-01 99.4617256207038
1995-03-01 99.2573500672979
1995-04-01 98.9670901438571
1995-05-01 100.2582872582520
1995-06-01 99.4024860522825
1995-07-01 100.4895129843400
1995-08-01 100.8296436857140
1995-09-01 101.2894090238580
1995-10-01 101.8037683384200
1995-11-01 102.1755075341750
1995-12-01 102.4690408520670
1996-01-01 102.9513970279680
1996-02-01 104.1363533150170
1996-03-01 103.9395783391150
1996-04-01 105.4348759700410
1996-05-01 105.1214016112970
1996-06-01 105.2507202807040
1996-07-01 105.5628653153950
1996-08-01 105.2126558551960
1996-09-01 104.6754213046040
1996-10-01 103.8688745975240
1996-11-01 104.6173454979670
1996-12-01 105.0666484308360
1997-01-01 105.6100043377590
1997-02-01 106.0126522475310
1997-03-01 106.2877572196950
1997-04-01 107.0976651667400
1997-05-01 107.4603813013860
1997-06-01 107.5681965993240
1997-07-01 107.4836905192010
1997-08-01 108.1649956160480
1997-09-01 107.8002760994410
1997-10-01 109.8588544112170
1997-11-01 109.8428237943740
1997-12-01 110.1311005853760
1998-01-01 109.7548852230120
1998-02-01 109.7153167691530
1998-03-01 109.8502633155160
1998-04-01 109.1827938072050
1998-05-01 109.9570334294990
1998-06-01 109.8293808499200
1998-07-01 109.0147434996050
1998-08-01 109.0280992024120
1998-09-01 109.3181182913200
1998-10-01 109.2515451475520
1998-11-01 109.0792518457620
1998-12-01 109.4459983059810
1999-01-01 110.3787516113970
1999-02-01 110.4293532639520
1999-03-01 110.7630722862740
1999-04-01 111.4414238041220
1999-05-01 111.5579593646010
1999-06-01 112.0550688919350
1999-07-01 113.5776135667400
1999-08-01 112.7376722812150
1999-09-01 112.5042187943100
1999-10-01 112.2788481410000
1999-11-01 112.8682349823830
1999-12-01 112.8383067267420
2000-01-01 112.7546102041340
2000-02-01 113.2466779551080
2000-03-01 114.0951949350060
2000-04-01 113.4251690523280
2000-05-01 113.1936308038180
2000-06-01 114.4008747240680
2000-07-01 114.5591517286750
2000-08-01 114.9404162684570
2000-09-01 114.9602722499210
2000-10-01 115.2413355317670
2000-11-01 115.9194045834290
2000-12-01 116.4172797552750
2001-01-01 114.2379164378080
2001-02-01 114.4375511083090
2001-03-01 115.1811213254230
2001-04-01 115.6078397665730
2001-05-01 116.1593017522440
2001-06-01 116.2885132516140
2001-07-01 117.0369733385700
2001-08-01 117.3387214001380
2001-09-01 117.9000633470600
2001-10-01 118.4545662729910
2001-11-01 119.0998827033020
2001-12-01 120.0156610418380
2002-01-01 119.1214485471670
2002-02-01 119.6182870896390
2002-03-01 119.9916972196010
2002-04-01 120.2538012667350
2002-05-01 120.5870819878450
2002-06-01 121.0966025086440
2002-07-01 121.1577422974780
2002-08-01 122.0743911163600
2002-09-01 122.9046832044980
2002-10-01 123.9393833475440
2002-11-01 124.4007396278280
2002-12-01 124.8830546120450
2003-01-01 126.8560593133030
2003-02-01 127.3798669350510
2003-03-01 128.0557663667320
2003-04-01 129.1170459182600
2003-05-01 130.0706717031900
2003-06-01 130.6475251751990
2003-07-01 131.8210658210100
2003-08-01 132.0727382156850
2003-09-01 132.9939300510440
2003-10-01 133.7095674067230
2003-11-01 134.1321338898230
2003-12-01 134.1139889246800
2004-01-01 135.4748562455690
2004-02-01 135.4107660798290
2004-03-01 135.8210396097090
2004-04-01 136.3031995299720
2004-05-01 136.3753862191060
2004-06-01 136.8431746554350
2004-07-01 137.5425429930650
2004-08-01 137.5928953042180
2004-09-01 137.4270040806020
2004-10-01 137.8769711035090
2004-11-01 138.1193701960550
2004-12-01 137.7188364159900
2005-01-01 138.1517633764790
2005-02-01 138.4043726196440
2005-03-01 138.4607607302650
2005-04-01 139.4157989348550
2005-05-01 139.8213807780880
2005-06-01 140.3438159465790
2005-07-01 140.3803053689040
2005-08-01 140.9018917972810
2005-09-01 141.2666890844310
2005-10-01 141.1175885957900
2005-11-01 141.2860282241100
2005-12-01 141.8806203163680
2006-01-01 141.8354999708930
2006-02-01 142.6397599977310
2006-03-01 143.5561987817600
2006-04-01 143.4088954256040
2006-05-01 144.1332586245800
2006-06-01 144.7580740766930
2006-07-01 144.8987414806520
2006-08-01 145.7963107203020
2006-09-01 146.1196337282580
2006-10-01 147.8079728635290
2006-11-01 147.5182517286380
2006-12-01 148.1870479299020
2007-01-01 147.9047675128710
2007-02-01 147.9306894542690
2007-03-01 148.1260306710690
2007-04-01 148.1689324981440
2007-05-01 148.8270684115660
2007-06-01 149.3914184810730
2007-07-01 150.8731681555240
2007-08-01 151.6477554374180
2007-09-01 152.5331989504060
2007-10-01 153.2342260937840
2007-11-01 153.6347727845810
2007-12-01 154.4712866162200
2008-01-01 156.8489656084700
2008-02-01 157.3773432647930
2008-03-01 157.3674989633540
2008-04-01 159.7497022171530
2008-05-01 160.2614353561430
2008-06-01 160.9678281319380
2008-07-01 161.5741906740150
2008-08-01 161.8703773865960
2008-09-01 163.1946565529630
2008-10-01 163.0742483784000
2008-11-01 163.6867455869190
2008-12-01 163.6935550470660
2009-01-01 163.4877550675190
2009-02-01 163.9617911050120
2009-03-01 163.9186836905070
2009-04-01 163.7597011611530
2009-05-01 163.9293979293960
2009-06-01 164.3192953504440
2009-07-01 163.6234762414620
2009-08-01 163.0600457340150
2009-09-01 163.8837691063120
2009-10-01 166.8172793286610
2009-11-01 167.3994945364330
2009-12-01 167.6168649053710
2010-01-01 168.0213427144660
2010-02-01 167.9858200550900
2010-03-01 167.9061233679070
2010-04-01 168.5679885891640
2010-05-01 168.9829621837460
2010-06-01 168.9078303495560
2010-07-01 169.9783386919980
2010-08-01 169.8369072183390
2010-09-01 170.2347886734010
2010-10-01 170.2875680387850
2010-11-01 170.7322927306430
2010-12-01 171.0850844391490
2011-01-01 170.9716038900940
2011-02-01 171.1742148880780
2011-03-01 171.6099753724780
2011-04-01 171.9302701537510
2011-05-01 171.7448650896030
2011-06-01 171.8843706269600
2011-07-01 173.2979835116580
2011-08-01 172.8639241984270
2011-09-01 173.0969200645050
2011-10-01 172.6147404011610
2011-11-01 172.5287084752200
2011-12-01 173.2564063271810
2012-01-01 174.4986214956470
2012-02-01 174.7334606764490
2012-03-01 175.6739659002770
2012-04-01 175.5105554184450
2012-05-01 177.1199465382070
2012-06-01 177.5015629795230
2012-07-01 177.3090798143550
2012-08-01 178.2917772837140
2012-09-01 178.7452880223280
2012-10-01 179.1975852440700
2012-11-01 179.3459527741820
2012-12-01 179.6129049076100
2013-01-01 183.2533085328780
2013-02-01 183.7182198367020
2013-03-01 184.2647905696170
2013-04-01 185.8615402394210
2013-05-01 185.6838801637560
2013-06-01 186.4731677565660
2013-07-01 186.4125572288230
2013-08-01 187.3220355439040
2013-09-01 187.2559166398720
2013-10-01 187.9635456173800
2013-11-01 188.6470871728030
2013-12-01 188.8260782249180
2014-01-01 188.5306949272530
2014-02-01 189.1915600624950
2014-03-01 189.4638131753110
2014-04-01 189.5756670127510
2014-05-01 190.0835043464360
2014-06-01 190.5419765916670
2014-07-01 191.1325265850120
2014-08-01 191.9017573113530
2014-09-01 192.5043764714760
2014-10-01 193.8071793267080
2014-11-01 194.1213899284610
2014-12-01 194.4453606907800
2015-01-01 194.8796990156130
2015-02-01 195.4048197951310
2015-03-01 196.0648103881690
2015-04-01 197.4056331988960
2015-05-01 198.4806121580940
2015-06-01 199.3971437619890
2015-07-01 200.2832409102240
2015-08-01 200.8457595959400
2015-09-01 201.3946833019710
2015-10-01 201.8512052673310
2015-11-01 202.2925394806500
2015-12-01 202.9539933245960
2016-01-01 203.4281047935030
2016-02-01 203.6072713690840
2016-03-01 203.6698173850400
2016-04-01 204.9413701100870
2016-05-01 205.1200285378260
2016-06-01 205.3638056469540
2016-07-01 206.6280178235330
2016-08-01 206.6722228183690
2016-09-01 207.8840161423860
2016-10-01 209.3072755525330
2016-11-01 210.6327581438410
2016-12-01 211.7728207474750
2017-01-01 210.8383428661710
2017-02-01 212.3786577230260
2017-03-01 213.5136636928390
2017-04-01 214.5190472111290
2017-05-01 215.8856250743620
2017-06-01 216.5839699046100
2017-07-01 216.8173334743830
2017-08-01 217.1891923098560
2017-09-01 218.7794065673530
2017-10-01 219.4746529410150
2017-11-01 219.9669374388160
2017-12-01 220.8954990492950
2018-01-01 222.1468701180170
2018-02-01 222.7967659630350
2018-03-01 223.7858729426100
2018-04-01 223.7745740916830
2018-05-01 224.3759321633710
2018-06-01 225.2545287843530
2018-07-01 225.5377356633460
2018-08-01 226.4266476973030
2018-09-01 226.8038749500360
2018-10-01 226.8232121489910
2018-11-01 226.9055457583840
2018-12-01 227.5659702175240
2019-01-01 228.8700495268360
2019-02-01 230.1294694402250
2019-03-01 230.9525789965040
2019-04-01 232.0574706743510
2019-05-01 232.5869382939130
2019-06-01 233.0896493526470
2019-07-01 233.5788725343690
2019-08-01 234.4084230350090
2019-09-01 234.8932659685130
2019-10-01 234.4450057998240
2019-11-01 235.5987801576420
2019-12-01 236.0848165669870
2020-01-01 237.1401772834930
2020-02-01 238.0866775580750
2020-03-01 235.4103698539550
2020-04-01 206.3577238625500
2020-05-01 212.2335601428810
2020-06-01 220.2374771907930
2020-07-01 222.6867610755300
2020-08-01 224.4803962355630
2020-09-01 224.9614902852000
2020-10-01 228.0893182483850
2020-11-01 229.2784579464460
2020-12-01 230.1378115906150
2021-01-01 231.0571044135130
2021-02-01 232.6191189488180
2021-03-01 233.8057979949570
2021-04-01 235.6322968415790
2021-05-01 236.2791148427390
2021-06-01 237.3288096936130
2021-07-01 238.6456723949980
2021-08-01 238.4625971592930
2021-09-01 237.3289952826690
2021-10-01 240.6952488341290
2021-11-01 242.4738740975240
2021-12-01 243.3077156285340
2022-01-01 243.4508553693210
2022-02-01 244.7673184136660
2022-03-01 246.5116920010970
2022-04-01 247.0257427977970
2022-05-01 247.9664341437890
2022-06-01 248.7059201745540
2022-07-01 249.0837011263720
2022-08-01 250.0946885063730
2022-09-01 251.2201403103830
2022-10-01 252.7891063795330
2022-11-01 253.7643406030530
2022-12-01 255.0837486504810
2023-01-01 255.3449300727880
2023-02-01 256.7062456324450
2023-03-01 257.9766607089050
2023-04-01 259.4232677643150
2023-05-01 263.1178043303470
2023-06-01 262.1735098714540
2023-07-01 263.1078118410570
2023-08-01 264.5606651488480
2023-09-01 266.0846224064690
2023-10-01 265.0859698073120
2023-11-01 266.1004748656930
2023-12-01 267.1509541198060
2024-01-01 269.9619057954570
2024-02-01 269.3503499172270
2024-03-01 269.5248143205280
2024-04-01 269.5590494166770
2024-05-01 270.6848059142730
2024-06-01 272.2297890386140
2024-07-01 273.4168138445010
2024-08-01 274.2343218273330
2024-09-01 274.9137656637680
2024-10-01 274.9295922013230
2024-11-01 275.9816677116140
2024-12-01 276.4638317242100
2025-01-01 277.9119673340910
2025-02-01 279.4889389606120
2025-03-01 280.1014530046830
2025-04-01 282.2206232809750
2025-05-01 283.0922265045430
2025-06-01 283.1222051761110
2025-07-01 284.2651866007000
2025-08-01 285.8223314381220
2025-09-01 286.2266361382220
2025-10-01 287.9846519860000
2025-11-01 288.9954247452700
2025-12-01 289.8231111161290
2026-01-01 292.0964942129290
2026-02-01 289.1283666411690
2026-03-01 294.3499869595680
2026-04-01 294.1254839380260
2026-05-01 293.9232613574070
2026-06-01 296.5776402064450
2026-07-01 297.9994288952480

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