Table Data - All Employees: Education and Health Services: Private Education and Health Services in Oakland-Fremont-Berkeley, CA (MD)

Title All Employees: Education and Health Services: Private Education and Health Services in Oakland-Fremont-Berkeley, CA (MD)
Series ID SMU06360846500000001SA
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 10:48 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 90.4351835717730
1990-02-01 90.8498302950782
1990-03-01 91.1972283110541
1990-04-01 92.4775164068875
1990-05-01 91.8237445471427
1990-06-01 93.8957391306479
1990-07-01 94.0602040400195
1990-08-01 96.5099536311790
1990-09-01 96.4677900428288
1990-10-01 96.1282221955339
1990-11-01 97.2481112411571
1990-12-01 97.1041047462485
1991-01-01 94.8612008947574
1991-02-01 95.6185521835250
1991-03-01 95.6932050485684
1991-04-01 96.3788930985245
1991-05-01 96.9060821365955
1991-06-01 96.8650971158974
1991-07-01 97.4305156787980
1991-08-01 97.7665755339734
1991-09-01 97.7212650648800
1991-10-01 99.5575427242275
1991-11-01 98.8584689621518
1991-12-01 98.6044821858370
1992-01-01 99.1998038837402
1992-02-01 99.3765799424476
1992-03-01 99.4999661960401
1992-04-01 100.0270883699630
1992-05-01 99.9346029653448
1992-06-01 99.5888220899687
1992-07-01 100.6422599880060
1992-08-01 100.4798602063240
1992-09-01 100.6354691343250
1992-10-01 101.4828579500920
1992-11-01 101.1129763630110
1992-12-01 102.0868017679690
1993-01-01 102.0530511904070
1993-02-01 101.8728046947110
1993-03-01 101.9762565960660
1993-04-01 102.1779074855620
1993-05-01 102.2255298149230
1993-06-01 102.7590666416810
1993-07-01 102.8599614280150
1993-08-01 103.0125669326020
1993-09-01 103.3479221537400
1993-10-01 103.4137864292290
1993-11-01 103.3055884037900
1993-12-01 103.8929688750800
1994-01-01 102.8292771707910
1994-02-01 102.6021109718650
1994-03-01 103.0587548616530
1994-04-01 102.3171435003710
1994-05-01 102.2653061580650
1994-06-01 101.4319663128770
1994-07-01 101.9592075595180
1994-08-01 102.0644338079600
1994-09-01 102.8478038277450
1994-10-01 102.4213051982890
1994-11-01 102.9066514417570
1994-12-01 103.2465944787330
1995-01-01 104.0233034530710
1995-02-01 104.6669501805890
1995-03-01 104.4140716531250
1995-04-01 103.7872591346330
1995-05-01 103.8137670086860
1995-06-01 104.9827092961960
1995-07-01 104.6749140907440
1995-08-01 105.2614571122520
1995-09-01 106.0344841106330
1995-10-01 105.0185109089470
1995-11-01 105.2715056519090
1995-12-01 105.5250511138310
1996-01-01 105.0899192351360
1996-02-01 105.1199021916880
1996-03-01 105.0959146838810
1996-04-01 105.6528216552440
1996-05-01 105.9663530893270
1996-06-01 105.9312936526560
1996-07-01 105.6326690226290
1996-08-01 105.1706194460490
1996-09-01 104.9793442848900
1996-10-01 105.4759277950090
1996-11-01 105.9302772763050
1996-12-01 105.9870939628980
1997-01-01 106.3251095384850
1997-02-01 107.2089616287720
1997-03-01 108.5600331962310
1997-04-01 109.0029481574410
1997-05-01 109.6535365573290
1997-06-01 109.1550832137650
1997-07-01 109.2621485799250
1997-08-01 108.5661408462810
1997-09-01 108.8427103249790
1997-10-01 110.7903616487920
1997-11-01 110.1552642675580
1997-12-01 110.3049424927620
1998-01-01 113.5949574140300
1998-02-01 113.9004336167310
1998-03-01 114.2395286676790
1998-04-01 114.9869572295200
1998-05-01 116.4157989783890
1998-06-01 115.8560563387370
1998-07-01 115.7953727445950
1998-08-01 116.0010248367050
1998-09-01 116.3342220719720
1998-10-01 118.0695473344730
1998-11-01 118.6733266203160
1998-12-01 119.2727629843070
1999-01-01 120.2887832834430
1999-02-01 120.5448436728540
1999-03-01 120.0162403982840
1999-04-01 118.6205115972960
1999-05-01 119.0992348458860
1999-06-01 119.4256461616740
1999-07-01 120.2773074596810
1999-08-01 120.8373121447860
1999-09-01 120.4360319686590
1999-10-01 119.7431387016170
1999-11-01 119.5033786132350
1999-12-01 119.7912123589920
2000-01-01 119.6333118981240
2000-02-01 119.3860222702910
2000-03-01 119.7369782940890
2000-04-01 119.6809637697850
2000-05-01 119.9143813727710
2000-06-01 120.2131020272150
2000-07-01 120.3066388524800
2000-08-01 120.6022691308110
2000-09-01 121.2124497219110
2000-10-01 121.1681829168680
2000-11-01 121.6357538404810
2000-12-01 123.1569448206300
2001-01-01 120.9558552474970
2001-02-01 121.6068088041720
2001-03-01 122.1209345827110
2001-04-01 121.1769388413480
2001-05-01 122.0626154665960
2001-06-01 122.5263985386990
2001-07-01 124.3975657313700
2001-08-01 124.4596925377720
2001-09-01 124.4912145558310
2001-10-01 125.1939514358930
2001-11-01 125.2095020691820
2001-12-01 126.0200829160670
2002-01-01 126.4631386480380
2002-02-01 127.0697259841310
2002-03-01 127.8429248339610
2002-04-01 124.1022540184830
2002-05-01 124.4274279151240
2002-06-01 124.2406950753480
2002-07-01 126.9006396956770
2002-08-01 126.3417201452800
2002-09-01 126.4958588778360
2002-10-01 126.1771410763880
2002-11-01 126.6858658186660
2002-12-01 126.9629311864520
2003-01-01 128.1894198308280
2003-02-01 128.8674319867290
2003-03-01 129.7979979306130
2003-04-01 131.1559609495130
2003-05-01 132.1007922879860
2003-06-01 132.2840136779940
2003-07-01 132.5027775576040
2003-08-01 132.5179439109280
2003-09-01 132.6833433580910
2003-10-01 132.8410757581500
2003-11-01 133.4162933924430
2003-12-01 133.5807694740390
2004-01-01 133.1782535367260
2004-02-01 133.1910042301200
2004-03-01 132.8606966850020
2004-04-01 132.9394649021480
2004-05-01 133.0068958382920
2004-06-01 134.0570145179740
2004-07-01 133.6655746563420
2004-08-01 133.7212873412430
2004-09-01 134.1347894987120
2004-10-01 135.0091118000690
2004-11-01 134.8584057167150
2004-12-01 135.3900578772800
2005-01-01 134.7627374677500
2005-02-01 135.0773202237390
2005-03-01 135.1264680028430
2005-04-01 134.1270078096640
2005-05-01 134.8281494328680
2005-06-01 134.8470644627300
2005-07-01 135.4544079282640
2005-08-01 136.0650836991350
2005-09-01 136.3745307868520
2005-10-01 137.1101442472970
2005-11-01 137.1782514642240
2005-12-01 137.3816547380840
2006-01-01 138.1151696694150
2006-02-01 138.1924818782490
2006-03-01 138.3573157487350
2006-04-01 138.9775682918790
2006-05-01 139.7444703726080
2006-06-01 140.1909113099710
2006-07-01 140.0552093072590
2006-08-01 140.7042503222540
2006-09-01 141.5478441664480
2006-10-01 141.6968005386470
2006-11-01 142.3017689556350
2006-12-01 142.8479311427740
2007-01-01 142.9143484556000
2007-02-01 144.2409447004270
2007-03-01 145.1527322681160
2007-04-01 143.2719527131400
2007-05-01 143.8929816189130
2007-06-01 145.2527352431280
2007-07-01 145.5663236968140
2007-08-01 145.5972694082320
2007-09-01 145.9611062726590
2007-10-01 146.9350669488140
2007-11-01 147.4338242413470
2007-12-01 147.9204733428360
2008-01-01 148.8756871914620
2008-02-01 150.4481513935150
2008-03-01 150.7185787882320
2008-04-01 152.0688992234960
2008-05-01 153.0217468103400
2008-06-01 152.3904861297780
2008-07-01 153.4804818618250
2008-08-01 154.3201672047710
2008-09-01 154.8741976649560
2008-10-01 155.0801955302550
2008-11-01 155.9706091192160
2008-12-01 156.4861269533430
2009-01-01 156.7348127539350
2009-02-01 156.3452771386640
2009-03-01 156.5386375242420
2009-04-01 157.8853303700340
2009-05-01 157.8610065516380
2009-06-01 157.4733934991680
2009-07-01 157.8482138127430
2009-08-01 157.9171835543960
2009-09-01 157.9705805999630
2009-10-01 158.7823121597870
2009-11-01 158.8648046671370
2009-12-01 159.2006558392630
2010-01-01 158.7845921263580
2010-02-01 158.3547964596460
2010-03-01 159.2464302344900
2010-04-01 158.1093856841040
2010-05-01 158.2672450567610
2010-06-01 158.2795080741830
2010-07-01 159.7016083537160
2010-08-01 158.7137656391620
2010-09-01 158.8378445887720
2010-10-01 159.1877215083660
2010-11-01 158.9610479019300
2010-12-01 158.6891636073890
2011-01-01 158.9020746373810
2011-02-01 158.5470650553100
2011-03-01 158.3503426254430
2011-04-01 158.4786317712180
2011-05-01 158.4944143496940
2011-06-01 158.5941217224660
2011-07-01 158.5365504243340
2011-08-01 158.7573273867110
2011-09-01 159.5873279102630
2011-10-01 159.2874499015730
2011-11-01 159.6245841898160
2011-12-01 159.8096044601860
2012-01-01 161.7140454992980
2012-02-01 162.3206345738180
2012-03-01 163.1753137068260
2012-04-01 163.0875170820730
2012-05-01 163.6652257420390
2012-06-01 164.7861793277720
2012-07-01 165.4673379984980
2012-08-01 165.7725726800920
2012-09-01 166.4034379680450
2012-10-01 166.2334504962170
2012-11-01 166.5276101490780
2012-12-01 167.2971631223900
2013-01-01 167.7958979909010
2013-02-01 168.8881705826830
2013-03-01 169.3256306265010
2013-04-01 170.0398735841050
2013-05-01 170.9253454930470
2013-06-01 170.6170109663610
2013-07-01 170.5405643008770
2013-08-01 171.1559951323900
2013-09-01 171.2137817338920
2013-10-01 171.5698419277960
2013-11-01 172.2245608552470
2013-12-01 171.8825827030410
2014-01-01 171.5524702645490
2014-02-01 172.0017230358890
2014-03-01 172.2416080252180
2014-04-01 172.3994107868840
2014-05-01 172.5800917487090
2014-06-01 173.1015775816870
2014-07-01 172.7628924644420
2014-08-01 173.0956095399860
2014-09-01 173.1388784386610
2014-10-01 174.0157952160710
2014-11-01 175.1164915651710
2014-12-01 174.7516737010080
2015-01-01 175.2827887275640
2015-02-01 175.5433012693280
2015-03-01 175.6928495990740
2015-04-01 176.5860960225620
2015-05-01 177.4499416712560
2015-06-01 177.9183343415070
2015-07-01 180.0312020048080
2015-08-01 179.8953109467310
2015-09-01 180.2982526577110
2015-10-01 181.0287839078630
2015-11-01 181.3985674276200
2015-12-01 182.1453254972810
2016-01-01 182.4583195757480
2016-02-01 182.7433836811400
2016-03-01 183.1954924325200
2016-04-01 184.6006706310080
2016-05-01 184.7978702891560
2016-06-01 184.7911631650550
2016-07-01 186.9660380092000
2016-08-01 186.4554048124310
2016-09-01 187.8354790433310
2016-10-01 188.4165487799710
2016-11-01 188.5745461706590
2016-12-01 189.4105531624960
2017-01-01 189.5533010158890
2017-02-01 190.0952335815390
2017-03-01 191.2959236911850
2017-04-01 190.7494700196220
2017-05-01 191.2570891661560
2017-06-01 192.0860318997320
2017-07-01 191.7608128579780
2017-08-01 191.6677853999290
2017-09-01 192.1567182819850
2017-10-01 192.1143453990050
2017-11-01 192.3994724242240
2017-12-01 192.8285081280020
2018-01-01 192.9515823312890
2018-02-01 193.2277373343790
2018-03-01 193.8905610788590
2018-04-01 193.5617119374450
2018-05-01 193.5801630223060
2018-06-01 195.1927313353980
2018-07-01 193.8939146912690
2018-08-01 194.7687403933110
2018-09-01 194.5978497772230
2018-10-01 194.9090392819700
2018-11-01 195.3063152859560
2018-12-01 195.4388808275820
2019-01-01 196.5134626232140
2019-02-01 197.1857384801530
2019-03-01 197.9603110275990
2019-04-01 197.4592845977400
2019-05-01 197.9373565351580
2019-06-01 198.1050028755880
2019-07-01 198.7927471046650
2019-08-01 198.9663039540580
2019-09-01 199.0646517050160
2019-10-01 198.5425774660210
2019-11-01 200.0191665807200
2019-12-01 199.8362102350590
2020-01-01 201.4249511702610
2020-02-01 201.9854799433040
2020-03-01 200.9224149964070
2020-04-01 178.3570175888900
2020-05-01 181.0363620358040
2020-06-01 186.6762691088270
2020-07-01 187.7693034259260
2020-08-01 189.3471291106540
2020-09-01 190.1235437854780
2020-10-01 191.9593418386350
2020-11-01 192.4879422065050
2020-12-01 193.6399172233470
2021-01-01 193.6762061100340
2021-02-01 194.5666487443330
2021-03-01 195.2745562255630
2021-04-01 197.4805275615600
2021-05-01 197.4678582231760
2021-06-01 198.0914516001980
2021-07-01 199.5901267015300
2021-08-01 198.9914006712690
2021-09-01 198.7748586154310
2021-10-01 201.8823889869520
2021-11-01 202.3663191986110
2021-12-01 203.4437273016270
2022-01-01 203.3418542914990
2022-02-01 204.8088303699400
2022-03-01 206.3272643630830
2022-04-01 203.8814787983890
2022-05-01 204.2999737081180
2022-06-01 204.2401105317850
2022-07-01 204.6434307612690
2022-08-01 205.9144126523990
2022-09-01 207.0127956249980
2022-10-01 207.4879963872630
2022-11-01 208.5270784033290
2022-12-01 209.0744101016280
2023-01-01 210.6539212493700
2023-02-01 211.7459906966440
2023-03-01 212.6829754032450
2023-04-01 214.0475265398040
2023-05-01 215.2063351391950
2023-06-01 216.8899203196630
2023-07-01 216.8560826061530
2023-08-01 218.4255802408350
2023-09-01 220.3757640760960
2023-10-01 220.2892704529050
2023-11-01 221.1362734701410
2023-12-01 222.8250480081240
2024-01-01 223.9461304299090
2024-02-01 224.8147618860460
2024-03-01 225.9358768731980
2024-04-01 227.1030320098470
2024-05-01 228.4991291912790
2024-06-01 229.4145535952480
2024-07-01 230.8589798946490
2024-08-01 231.3356699004240
2024-09-01 231.7039895549440
2024-10-01 233.0270999122390
2024-11-01 234.3414464783940
2024-12-01 234.8891489759040
2025-01-01 235.3665494275390
2025-02-01 236.5528398490170
2025-03-01 237.0531134467570
2025-04-01 238.1339990830490
2025-05-01 239.3473643715750
2025-06-01 240.6303095888500
2025-07-01 242.5745995975840
2025-08-01 243.3636784760930
2025-09-01 243.7634087775830
2025-10-01 244.3170950241270
2025-11-01 244.8161519214350
2025-12-01 245.5109144986090
2026-01-01 247.5409869123210
2026-02-01 247.6835667689920
2026-03-01 248.5827292028250
2026-04-01 248.4299788825210
2026-05-01 248.4881063080650

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