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 2026-07-01
Last Updated 2026-08-21 7:24 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 90.4356053268080
1990-02-01 90.8503092293908
1990-03-01 91.1973916365793
1990-04-01 92.4779736375086
1990-05-01 91.8237113777309
1990-06-01 93.8968842420709
1990-07-01 94.0610324533676
1990-08-01 96.5092679823774
1990-09-01 96.4673444778548
1990-10-01 96.1259642348093
1990-11-01 97.2482107005117
1990-12-01 97.1038326637410
1991-01-01 94.8616193749370
1991-02-01 95.6190276543020
1991-03-01 95.6934085716917
1991-04-01 96.3793234022258
1991-05-01 96.9060514317656
1991-06-01 96.8661801947643
1991-07-01 97.4312752175951
1991-08-01 97.7659579808039
1991-09-01 97.7208379980300
1991-10-01 99.5554673762807
1991-11-01 98.8585536320350
1991-12-01 98.6042356956121
1992-01-01 99.2001767066677
1992-02-01 99.3770186195209
1992-03-01 99.5002192989002
1992-04-01 100.0274121805830
1992-05-01 99.9346235530787
1992-06-01 99.5897325220551
1992-07-01 100.6427375549530
1992-08-01 100.4794587069130
1992-09-01 100.6351020536920
1992-10-01 101.4812067039830
1992-11-01 101.1130023206470
1992-12-01 102.0866433824040
1993-01-01 102.0533137365470
1993-02-01 101.8731618232880
1993-03-01 101.9765272603740
1993-04-01 102.1781023057670
1993-05-01 102.2255502486560
1993-06-01 102.7598211162960
1993-07-01 102.8601578110740
1993-08-01 103.0123398884990
1993-09-01 103.3475962865350
1993-10-01 103.4126894570140
1993-11-01 103.3055482436730
1993-12-01 103.8928821692280
1994-01-01 102.8294369321310
1994-02-01 102.6023904621690
1994-03-01 103.0590010926360
1994-04-01 102.3172345973340
1994-05-01 102.2653408737810
1994-06-01 101.4324438775050
1994-07-01 101.9591916002120
1994-08-01 102.0643693602410
1994-09-01 102.8475234806220
1994-10-01 102.4207454255180
1994-11-01 102.9065599440170
1994-12-01 103.2465435809180
1995-01-01 104.0234128045390
1995-02-01 104.6671745091690
1995-03-01 104.4142692800300
1995-04-01 103.7873085344620
1995-05-01 103.8137526434990
1995-06-01 104.9830153348820
1995-07-01 104.6748765130180
1995-08-01 105.2613856921230
1995-09-01 106.0341985456930
1995-10-01 105.0182787377600
1995-11-01 105.2714099391330
1995-12-01 105.5249789261280
1996-01-01 105.0900548185580
1996-02-01 105.1201385363300
1996-03-01 105.0961003393280
1996-04-01 105.6528220808790
1996-05-01 105.9663185803150
1996-06-01 105.9314059390260
1996-07-01 105.6326300949600
1996-08-01 105.1705540194840
1996-09-01 104.9790908322190
1996-10-01 105.4757965774790
1996-11-01 105.9302090037140
1996-12-01 105.9870385079690
1997-01-01 106.3253078150880
1997-02-01 107.2092213276650
1997-03-01 108.5602428208340
1997-04-01 109.0028955320190
1997-05-01 109.6534590506300
1997-06-01 109.1551019581390
1997-07-01 109.2620701857550
1997-08-01 108.5660474532700
1997-09-01 108.8425044827330
1997-10-01 110.7902246689840
1997-11-01 110.1551882372320
1997-12-01 110.3049607091180
1998-01-01 113.5953140542830
1998-02-01 113.9006839457760
1998-03-01 114.2397549007910
1998-04-01 114.9868455770000
1998-05-01 116.4156770191130
1998-06-01 115.8559791713130
1998-07-01 115.7952621839230
1998-08-01 116.0009051574370
1998-09-01 116.3340578325810
1998-10-01 118.0694050312930
1998-11-01 118.6732438905850
1998-12-01 119.2728553675120
1999-01-01 120.2893049115700
1999-02-01 120.5450496368480
1999-03-01 120.0164603910250
1999-04-01 118.6203515217940
1999-05-01 119.0990775842440
1999-06-01 119.4255123270080
1999-07-01 120.2771660183140
1999-08-01 120.8371730920760
1999-09-01 120.4359174286900
1999-10-01 119.7430123791260
1999-11-01 119.5032941239320
1999-12-01 119.7913845334150
2000-01-01 119.6339070746890
2000-02-01 119.3861585508310
2000-03-01 119.7371577082720
2000-04-01 119.6807575661850
2000-05-01 119.9142050483680
2000-06-01 120.2129511505400
2000-07-01 120.3064980359320
2000-08-01 120.6021450751620
2000-09-01 121.2123662145780
2000-10-01 121.1680990723150
2000-11-01 121.6356976131710
2000-12-01 123.1571562384860
2001-01-01 120.9564054009290
2001-02-01 121.6068907930870
2001-03-01 122.1210461911710
2001-04-01 121.1767415545150
2001-05-01 122.0624490087360
2001-06-01 122.5262784972710
2001-07-01 124.3974342491630
2001-08-01 124.4595914481510
2001-09-01 124.4911656828380
2001-10-01 125.1939028383930
2001-11-01 125.2094489306830
2001-12-01 126.0202989115360
2002-01-01 126.4636183014730
2002-02-01 127.0697188896940
2002-03-01 127.8429513905510
2002-04-01 124.1021252471220
2002-05-01 124.4272924242890
2002-06-01 124.2406345415920
2002-07-01 126.9005500954370
2002-08-01 126.3416641102700
2002-09-01 126.4958368028550
2002-10-01 126.1771239006720
2002-11-01 126.6858327945380
2002-12-01 126.9630650974050
2003-01-01 128.1897077363460
2003-02-01 128.8673753234090
2003-03-01 129.7979574869260
2003-04-01 131.1559278957180
2003-05-01 132.1007117010250
2003-06-01 132.2840431746430
2003-07-01 132.5027403757690
2003-08-01 132.5179329489440
2003-09-01 132.6833548398580
2003-10-01 132.8410779378010
2003-11-01 133.4162543214600
2003-12-01 133.5807978868510
2004-01-01 133.1783624684000
2004-02-01 133.1908604265610
2004-03-01 132.8605199339300
2004-04-01 132.9396304696000
2004-05-01 133.0069310376600
2004-06-01 134.0570971330550
2004-07-01 133.6656094089100
2004-08-01 133.7213268643160
2004-09-01 134.1348209001640
2004-10-01 135.0091160226580
2004-11-01 134.8583609153230
2004-12-01 135.3899766947290
2005-01-01 134.7626644807300
2005-02-01 135.0771032125730
2005-03-01 135.1261730497740
2005-04-01 134.1273641927050
2005-05-01 134.8282773396480
2005-06-01 134.8471952249460
2005-07-01 135.4545134560340
2005-08-01 136.0651623831130
2005-09-01 136.3745778059070
2005-10-01 137.1101369936590
2005-11-01 137.1781638185140
2005-12-01 137.3815093842620
2006-01-01 138.1150468989230
2006-02-01 138.1921426288970
2006-03-01 138.3568566377620
2006-04-01 138.9781797069490
2006-05-01 139.7446610195730
2006-06-01 140.1910340536040
2006-07-01 140.0553784884330
2006-08-01 140.7043583084090
2006-09-01 141.5478877198920
2006-10-01 141.6967759878690
2006-11-01 142.3016624286720
2006-12-01 142.8477559888490
2007-01-01 142.9142009855800
2007-02-01 144.2405849892050
2007-03-01 145.1521535941610
2007-04-01 143.2726751413990
2007-05-01 143.8931730287710
2007-06-01 145.2528484148660
2007-07-01 145.5665306826210
2007-08-01 145.5973856159890
2007-09-01 145.9611463840820
2007-10-01 146.9350373326320
2007-11-01 147.4337174826950
2007-12-01 147.9203062004570
2008-01-01 148.8755666927620
2008-02-01 150.4478115227710
2008-03-01 150.7178787692460
2008-04-01 152.0697198778600
2008-05-01 153.0219357421500
2008-06-01 152.3905498410760
2008-07-01 153.4806918191020
2008-08-01 154.3202790139480
2008-09-01 154.8742178120930
2008-10-01 155.0801605914340
2008-11-01 155.9705261447760
2008-12-01 156.4859958875080
2009-01-01 156.7347208100830
2009-02-01 156.3450508874280
2009-03-01 156.5379745778950
2009-04-01 157.8860173395230
2009-05-01 157.8611242912600
2009-06-01 157.4734480947260
2009-07-01 157.8483912104110
2009-08-01 157.9172687767180
2009-09-01 157.9705873094220
2009-10-01 158.7822874803700
2009-11-01 158.8647553989170
2009-12-01 159.2005793298910
2010-01-01 158.7845345077420
2010-02-01 158.3546716878690
2010-03-01 159.2458958805550
2010-04-01 158.1098859651080
2010-05-01 158.2672906090760
2010-06-01 158.2795427392710
2010-07-01 159.7017286959970
2010-08-01 158.7138195277030
2010-09-01 158.8378372828180
2010-10-01 159.1877113963700
2010-11-01 158.9610354815130
2010-12-01 158.6891373957160
2011-01-01 158.9020418711720
2011-02-01 158.5470502693520
2011-03-01 158.3499736826580
2011-04-01 158.4788791548620
2011-05-01 158.4944209447870
2011-06-01 158.5941584453280
2011-07-01 158.5366209446140
2011-08-01 158.7573589000910
2011-09-01 159.5873294154450
2011-10-01 159.2874613897830
2011-11-01 159.6246010077120
2011-12-01 159.8096100960860
2012-01-01 161.7140343993380
2012-02-01 162.3206213409410
2012-03-01 163.1750287939240
2012-04-01 163.0876190343670
2012-05-01 163.6652496979250
2012-06-01 164.7862082664970
2012-07-01 165.4674014458550
2012-08-01 165.7725985969800
2012-09-01 166.4034471604790
2012-10-01 166.2334795954140
2012-11-01 166.5276544366610
2012-12-01 167.2971911222370
2013-01-01 167.7958892311660
2013-02-01 168.8881451905540
2013-03-01 169.3253292332290
2013-04-01 170.0398639393160
2013-05-01 170.9253792406590
2013-06-01 170.6170647764580
2013-07-01 170.5407048129680
2013-08-01 171.1560164823070
2013-09-01 171.2138017798320
2013-10-01 171.5698901532380
2013-11-01 172.2246275202350
2013-12-01 171.8826258266540
2014-01-01 171.5524736674910
2014-02-01 172.0017160175620
2014-03-01 172.2410553540700
2014-04-01 172.3993797606390
2014-05-01 172.5800775981840
2014-06-01 173.1018068057070
2014-07-01 172.7630581642150
2014-08-01 173.0956303399250
2014-09-01 173.1389579039050
2014-10-01 174.0159317235320
2014-11-01 175.1166216971960
2014-12-01 174.7517326067470
2015-01-01 175.2827706112990
2015-02-01 175.5432615719040
2015-03-01 175.6918578194650
2015-04-01 176.5860117654380
2015-05-01 177.4498535568530
2015-06-01 177.9187393262950
2015-07-01 180.0314025314490
2015-08-01 179.8954245805750
2015-09-01 180.2985865922630
2015-10-01 181.0292883382570
2015-11-01 181.3990112709070
2015-12-01 182.1454536132730
2016-01-01 182.4580535561710
2016-02-01 182.7428438388200
2016-03-01 183.1934697343050
2016-04-01 184.5999646244180
2016-05-01 184.7975921271870
2016-06-01 184.7922007258990
2016-07-01 186.9669741903210
2016-08-01 186.4562940882160
2016-09-01 187.8363540502680
2016-10-01 188.4182569280680
2016-11-01 188.5751352748210
2016-12-01 189.4107799246580
2017-01-01 189.5518435702740
2017-02-01 190.0926124169100
2017-03-01 191.2922129445520
2017-04-01 190.7474090220620
2017-05-01 191.2564671019610
2017-06-01 192.0888856962150
2017-07-01 191.7642174821340
2017-08-01 191.6707872657560
2017-09-01 192.1586100753190
2017-10-01 192.1170010036590
2017-11-01 192.3997028669370
2017-12-01 192.8287337111210
2018-01-01 192.9481927785040
2018-02-01 193.2219264497640
2018-03-01 193.8853656716330
2018-04-01 193.5574035819980
2018-05-01 193.5758668280640
2018-06-01 195.1912294696480
2018-07-01 193.9191703075950
2018-08-01 194.7682054576900
2018-09-01 194.5993555068940
2018-10-01 194.9132079941050
2018-11-01 195.3062968987350
2018-12-01 195.4388765672230
2019-01-01 196.5044484773550
2019-02-01 197.1777327797730
2019-03-01 197.9534782229150
2019-04-01 197.4515849299140
2019-05-01 197.9285200471450
2019-06-01 198.0992969939070
2019-07-01 198.8425666578860
2019-08-01 198.9639739018600
2019-09-01 199.0672419945380
2019-10-01 198.5477325773980
2019-11-01 200.0180670598950
2019-12-01 199.8352156058180
2020-01-01 201.4101135877520
2020-02-01 201.9746407509210
2020-03-01 200.9118373467760
2020-04-01 178.3474906550120
2020-05-01 181.0292883359450
2020-06-01 186.6531400300430
2020-07-01 187.8460805242720
2020-08-01 189.3465048258790
2020-09-01 190.1328259042840
2020-10-01 191.9623675738960
2020-11-01 192.4850476162920
2020-12-01 193.6389521247170
2021-01-01 193.6563960274990
2021-02-01 194.5519873829970
2021-03-01 195.2581668537030
2021-04-01 197.4631891471510
2021-05-01 197.4552202987100
2021-06-01 198.0416572933280
2021-07-01 199.7293079791410
2021-08-01 198.9899569826870
2021-09-01 198.7900650118780
2021-10-01 201.8824626572190
2021-11-01 202.3623412895640
2021-12-01 203.4427978977540
2022-01-01 203.3190290304200
2022-02-01 204.7865980332190
2022-03-01 206.2990183540390
2022-04-01 203.8491021453940
2022-05-01 204.2700754123190
2022-06-01 204.1481322360690
2022-07-01 204.8923283545420
2022-08-01 205.9035412647290
2022-09-01 207.0329187928970
2022-10-01 207.4868245756430
2022-11-01 208.5224610729930
2022-12-01 209.0690353932400
2023-01-01 210.6416420706870
2023-02-01 211.7100699236660
2023-03-01 212.6362785250040
2023-04-01 213.9920349095600
2023-05-01 215.1341915530690
2023-06-01 216.7527001458560
2023-07-01 217.2415566931910
2023-08-01 218.4233961953380
2023-09-01 220.4019558013430
2023-10-01 220.2901342386100
2023-11-01 221.1315116520070
2023-12-01 222.8119036582140
2024-01-01 223.9471542295730
2024-02-01 224.7600810100050
2024-03-01 225.8657331759590
2024-04-01 227.0188576906630
2024-05-01 228.3685693932100
2024-06-01 229.2336389796050
2024-07-01 231.3842636138510
2024-08-01 231.3540652970460
2024-09-01 231.7422823325040
2024-10-01 233.0313226826280
2024-11-01 234.3359963914790
2024-12-01 234.8664392821460
2025-01-01 235.3857129580290
2025-02-01 236.4772200081750
2025-03-01 236.9613936912750
2025-04-01 238.0216533300770
2025-05-01 239.1446712815900
2025-06-01 240.4258197257030
2025-07-01 243.2157000299050
2025-08-01 243.4098855901640
2025-09-01 243.8105415454550
2025-10-01 244.3269333142410
2025-11-01 244.8120670223440
2025-12-01 245.4814929504420
2026-01-01 247.5689515340990
2026-02-01 247.5932927106200
2026-03-01 248.4764251679080
2026-04-01 248.2938343872820
2026-05-01 248.4223881742520
2026-06-01 249.1327556579220
2026-07-01 249.4024005158980

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