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

Title All Employees: Education and Health Services: Social Assistance in Oakland-Fremont-Berkeley, CA (MD)
Series ID SMU06360846562400001SA
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 2026-06-01
Last Updated 2026-07-22 10:37 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 13.5594519103818
1990-02-01 13.6479363429540
1990-03-01 13.7323182629357
1990-04-01 13.8721479891255
1990-05-01 14.0078021359041
1990-06-01 14.1138795181949
1990-07-01 14.7072113611867
1990-08-01 14.7231250357264
1990-09-01 14.6964656626386
1990-10-01 14.7219826778813
1990-11-01 14.7362775107807
1990-12-01 14.7080838877855
1991-01-01 14.9624701955313
1991-02-01 15.1453090646826
1991-03-01 15.3262575990768
1991-04-01 15.1643325955907
1991-05-01 15.2948134066760
1991-06-01 15.2924632900846
1991-07-01 15.4254135299020
1991-08-01 15.5413836469405
1991-09-01 15.5983618842826
1991-10-01 15.7141117690731
1991-11-01 15.9369567801465
1991-12-01 15.8994069475392
1992-01-01 15.8667390432124
1992-02-01 15.8430475052373
1992-03-01 15.9135796722667
1992-04-01 15.9681329883083
1992-05-01 15.8995514703496
1992-06-01 15.8818707372612
1992-07-01 15.9411525404406
1992-08-01 15.8383553562626
1992-09-01 15.8766248879442
1992-10-01 15.9174741439703
1992-11-01 15.8486048744769
1992-12-01 15.9115498572598
1993-01-01 15.9684689978011
1993-02-01 15.9448939339589
1993-03-01 15.9925845542037
1993-04-01 16.1679267444118
1993-05-01 16.2099588778598
1993-06-01 16.2770304031829
1993-07-01 15.9462257376065
1993-08-01 15.9153371506612
1993-09-01 16.3533145423731
1993-10-01 16.2340670588024
1993-11-01 16.2691006279729
1993-12-01 16.2416269858091
1994-01-01 16.1731644226841
1994-02-01 16.1460763893222
1994-03-01 16.1577806621591
1994-04-01 16.2567886736061
1994-05-01 16.4100781017677
1994-06-01 16.5750900408359
1994-07-01 16.5597464965832
1994-08-01 16.6951564333563
1994-09-01 16.8366338683893
1994-10-01 16.9754201669934
1994-11-01 16.8881540217689
1994-12-01 17.0876089933135
1995-01-01 16.9716449838539
1995-02-01 17.0450706697973
1995-03-01 17.0185979909697
1995-04-01 16.6306018203258
1995-05-01 16.6016869685334
1995-06-01 16.6813805077102
1995-07-01 16.8618657114660
1995-08-01 16.9502811444377
1995-09-01 17.2305093716898
1995-10-01 17.2319480327423
1995-11-01 17.3107924791990
1995-12-01 17.3321996530569
1996-01-01 17.6684238038087
1996-02-01 17.8324845770814
1996-03-01 17.9751235076256
1996-04-01 18.1037070593719
1996-05-01 18.0793406677221
1996-06-01 18.0838405576408
1996-07-01 18.1643405944068
1996-08-01 18.3180348005100
1996-09-01 18.0348063684749
1996-10-01 18.1965081091708
1996-11-01 18.6244959925710
1996-12-01 18.5687237178309
1997-01-01 18.7601501056186
1997-02-01 19.0142683943625
1997-03-01 19.5477391999460
1997-04-01 19.8798908286228
1997-05-01 20.1576276760247
1997-06-01 20.2876259884868
1997-07-01 19.9509246973359
1997-08-01 19.9849258751222
1997-09-01 19.8533381521571
1997-10-01 19.8549422030997
1997-11-01 20.0351514663038
1997-12-01 20.1953487828249
1998-01-01 20.5521426677313
1998-02-01 20.5951370486983
1998-03-01 20.7424526483201
1998-04-01 21.0850695624095
1998-05-01 21.2551736118845
1998-06-01 21.5003818670937
1998-07-01 21.8146019851809
1998-08-01 22.1557732407184
1998-09-01 22.5805807586755
1998-10-01 22.8019786516026
1998-11-01 23.0603439828632
1998-12-01 23.2160158165309
1999-01-01 22.3458914257694
1999-02-01 22.3714658764779
1999-03-01 22.2617743434027
1999-04-01 21.9119822458023
1999-05-01 21.8617860422327
1999-06-01 21.8104842506533
1999-07-01 22.7556769785591
1999-08-01 22.7238820080898
1999-09-01 22.4817691771493
1999-10-01 22.2763941674149
1999-11-01 22.0870698344466
1999-12-01 21.9021278820597
2000-01-01 21.5454650690662
2000-02-01 21.4657086971013
2000-03-01 21.2118127991306
2000-04-01 21.1673299983410
2000-05-01 21.1884045111609
2000-06-01 21.2206817263195
2000-07-01 21.2894503269502
2000-08-01 21.2876369014018
2000-09-01 21.6713089847222
2000-10-01 21.4193052407779
2000-11-01 21.4050390126362
2000-12-01 21.8777470787518
2001-01-01 22.3647786530565
2001-02-01 22.4515970920025
2001-03-01 22.8538952228325
2001-04-01 22.6998197040450
2001-05-01 22.7915127733919
2001-06-01 22.9176894668042
2001-07-01 23.2701441787190
2001-08-01 23.4040163841154
2001-09-01 23.4709130307947
2001-10-01 23.1529319309813
2001-11-01 23.4051246467184
2001-12-01 23.5433678207100
2002-01-01 23.5838400815886
2002-02-01 23.9597774043180
2002-03-01 24.2022325251984
2002-04-01 24.3199692295378
2002-05-01 24.4987668347237
2002-06-01 24.5309699215384
2002-07-01 23.5856855393728
2002-08-01 23.4071284082330
2002-09-01 23.3550358067404
2002-10-01 23.5688043402758
2002-11-01 23.5684245410697
2002-12-01 23.8859965405736
2003-01-01 24.3974108472970
2003-02-01 24.4821426832526
2003-03-01 25.2503923902637
2003-04-01 25.9256819275112
2003-05-01 26.5013294154628
2003-06-01 27.0694549614917
2003-07-01 27.2618187270023
2003-08-01 27.4679532070516
2003-09-01 27.5513356656318
2003-10-01 27.7702802801800
2003-11-01 28.0156195086790
2003-12-01 28.1096071973461
2004-01-01 27.7075014611695
2004-02-01 27.7958909744326
2004-03-01 27.3800826872937
2004-04-01 27.3200047669797
2004-05-01 27.3184383405441
2004-06-01 27.4365720365724
2004-07-01 27.7451258935746
2004-08-01 28.0973892878575
2004-09-01 28.6291805225966
2004-10-01 28.8006514496365
2004-11-01 29.0407461794560
2004-12-01 28.9390634951201
2005-01-01 28.7165538697071
2005-02-01 28.5064022884482
2005-03-01 28.4948748324214
2005-04-01 28.5992243756485
2005-05-01 28.6164188233203
2005-06-01 28.5024369292770
2005-07-01 28.9379742573838
2005-08-01 29.1418399074925
2005-09-01 29.0950026484510
2005-10-01 29.3725393082339
2005-11-01 29.4812353512146
2005-12-01 29.5009117265670
2006-01-01 29.8105642484042
2006-02-01 29.8223454480618
2006-03-01 30.0865936648602
2006-04-01 30.1567541253155
2006-05-01 30.3068610316398
2006-06-01 30.1450382138539
2006-07-01 30.3058818309271
2006-08-01 30.5869469405813
2006-09-01 30.8867596277697
2006-10-01 31.0635112254291
2006-11-01 31.3460502435998
2006-12-01 31.6857501216321
2007-01-01 31.9059845392346
2007-02-01 32.4280156454864
2007-03-01 32.5534719153143
2007-04-01 32.6124263447496
2007-05-01 32.6747235263116
2007-06-01 32.7589275263303
2007-07-01 32.9742904856883
2007-08-01 33.0521448754321
2007-09-01 33.2841717104651
2007-10-01 33.1740911481445
2007-11-01 33.7388114060339
2007-12-01 34.0903921505956
2008-01-01 34.4821809599739
2008-02-01 35.1263776265713
2008-03-01 35.6168354988681
2008-04-01 36.4700372071211
2008-05-01 37.0291374485604
2008-06-01 37.4290388376116
2008-07-01 37.6637657828066
2008-08-01 37.9578242367373
2008-09-01 38.2037744335392
2008-10-01 38.3836598417279
2008-11-01 38.7334870434582
2008-12-01 38.7896698359911
2009-01-01 38.8408011205523
2009-02-01 38.7880450148382
2009-03-01 38.9830607916803
2009-04-01 39.1688581756405
2009-05-01 39.1057566340791
2009-06-01 38.9748468319529
2009-07-01 39.4281480788386
2009-08-01 39.7107145131762
2009-09-01 39.1994277373622
2009-10-01 39.6353948673479
2009-11-01 39.5525130229280
2009-12-01 39.8040359094494
2010-01-01 39.4686052406134
2010-02-01 39.3519418537040
2010-03-01 39.3717145384163
2010-04-01 38.9905148605392
2010-05-01 39.1022829960233
2010-06-01 39.2178921347468
2010-07-01 40.1866854506370
2010-08-01 39.8213272088338
2010-09-01 40.0252045649771
2010-10-01 39.9827461391314
2010-11-01 39.8674795946191
2010-12-01 39.7127445714324
2011-01-01 39.6969502158250
2011-02-01 39.4190136855867
2011-03-01 39.2586320303886
2011-04-01 39.2151563477299
2011-05-01 39.1954107848695
2011-06-01 39.0864638403128
2011-07-01 38.7956910374583
2011-08-01 38.7908917021831
2011-09-01 39.0656954524378
2011-10-01 39.1296502282475
2011-11-01 39.3619714812375
2011-12-01 39.6243072958710
2012-01-01 40.1454879827007
2012-02-01 40.5914972090901
2012-03-01 40.9449637710097
2012-04-01 40.6132286021427
2012-05-01 40.7722084231999
2012-06-01 41.0788973393054
2012-07-01 41.0403872824352
2012-08-01 41.3113379957935
2012-09-01 41.4433776228708
2012-10-01 41.2504539548558
2012-11-01 41.4202772175360
2012-12-01 41.3176978052142
2013-01-01 42.3207138434626
2013-02-01 42.7771426557964
2013-03-01 43.0391066353434
2013-04-01 43.5889143341643
2013-05-01 43.9501030261571
2013-06-01 44.3942756218582
2013-07-01 43.8725730688628
2013-08-01 44.2186313118332
2013-09-01 44.3361473517250
2013-10-01 44.6488866801120
2013-11-01 44.8387036762708
2013-12-01 45.0828793645387
2014-01-01 44.4194402585171
2014-02-01 44.6925309997013
2014-03-01 44.8433426602240
2014-04-01 44.9771783392667
2014-05-01 45.1624440390720
2014-06-01 45.4432662221170
2014-07-01 45.7798150015484
2014-08-01 45.7973212732225
2014-09-01 45.6020350932352
2014-10-01 46.1096651781988
2014-11-01 46.5541398387760
2014-12-01 46.2256108486017
2015-01-01 46.8417751220894
2015-02-01 47.1237807015077
2015-03-01 47.4362924541993
2015-04-01 47.6971121540145
2015-05-01 48.0065456774683
2015-06-01 48.2971245345070
2015-07-01 49.2058969167779
2015-08-01 49.2715486728191
2015-09-01 49.6576726883658
2015-10-01 49.8399232126565
2015-11-01 50.0631742465354
2015-12-01 50.1759826267243
2016-01-01 50.3540294914572
2016-02-01 50.5410435526674
2016-03-01 50.8308294190598
2016-04-01 51.4445120580523
2016-05-01 51.4601208757527
2016-06-01 51.4581385991627
2016-07-01 51.4124613072745
2016-08-01 51.3118377778442
2016-09-01 51.8401600906384
2016-10-01 52.9765410152424
2016-11-01 52.7188106193082
2016-12-01 53.1565893101734
2017-01-01 53.0628084208320
2017-02-01 53.2354410986078
2017-03-01 53.4295795383617
2017-04-01 53.3045353928211
2017-05-01 53.6374320139678
2017-06-01 53.8883868919816
2017-07-01 53.9285963914455
2017-08-01 53.9348768084614
2017-09-01 54.6087267487840
2017-10-01 54.7441149644282
2017-11-01 54.8234963534581
2017-12-01 55.0660861715429
2018-01-01 55.0664875630130
2018-02-01 55.3152030186412
2018-03-01 55.5338186587964
2018-04-01 55.4459642766090
2018-05-01 55.5992940910261
2018-06-01 55.8160470312987
2018-07-01 55.7106440580854
2018-08-01 56.0563732143881
2018-09-01 56.0584385291011
2018-10-01 56.1392159062868
2018-11-01 56.1748118500833
2018-12-01 56.1873832665289
2019-01-01 56.6694761875878
2019-02-01 56.8954178614102
2019-03-01 57.1382872417641
2019-04-01 57.4499216966838
2019-05-01 57.7642845997101
2019-06-01 57.7379646649951
2019-07-01 58.2693124878216
2019-08-01 58.4921799636505
2019-09-01 58.7276084236304
2019-10-01 58.1439388358050
2019-11-01 58.9157174033186
2019-12-01 59.0292100446196
2020-01-01 59.3625085953704
2020-02-01 59.5908495345744
2020-03-01 59.6537995002915
2020-04-01 55.2264732719573
2020-05-01 55.5000375831994
2020-06-01 56.1747584968974
2020-07-01 56.3315151760252
2020-08-01 56.7302664482487
2020-09-01 56.8602192417087
2020-10-01 57.2684658198406
2020-11-01 57.5782471558180
2020-12-01 57.7957393463768
2021-01-01 57.7887692809473
2021-02-01 58.0228478654395
2021-03-01 58.4029273349887
2021-04-01 58.8634913130326
2021-05-01 59.1113596458991
2021-06-01 59.2925489369871
2021-07-01 59.9698982182817
2021-08-01 60.0002507951864
2021-09-01 60.1306949054229
2021-10-01 60.9636945696017
2021-11-01 61.3914355910732
2021-12-01 62.2363180401909
2022-01-01 62.9193731131509
2022-02-01 63.8727165564230
2022-03-01 64.8573746361205
2022-04-01 63.1101857676053
2022-05-01 63.5943026546582
2022-06-01 63.7024804417214
2022-07-01 63.9914386896585
2022-08-01 64.1485572135369
2022-09-01 64.6956726297036
2022-10-01 64.8511195043038
2022-11-01 65.3131492960167
2022-12-01 65.8139303240965
2023-01-01 66.3759299023968
2023-02-01 66.7182841549212
2023-03-01 67.4152220868105
2023-04-01 68.0800262153443
2023-05-01 68.8856734853411
2023-06-01 69.3746696851853
2023-07-01 70.0298151350398
2023-08-01 70.6711914662052
2023-09-01 71.3637066607623
2023-10-01 71.8165725370126
2023-11-01 72.3167826973801
2023-12-01 72.6190139125433
2024-01-01 72.7324381348137
2024-02-01 73.4703903079888
2024-03-01 74.1683629193150
2024-04-01 75.3902105010224
2024-05-01 76.5599582967820
2024-06-01 76.6453877114311
2024-07-01 76.8573661593654
2024-08-01 77.4598776847884
2024-09-01 77.4303219507556
2024-10-01 79.0791695054150
2024-11-01 79.9179497386470
2024-12-01 80.6460241356340
2025-01-01 81.5126482734502
2025-02-01 81.7939061798148
2025-03-01 82.4114013025836
2025-04-01 83.0198139316907
2025-05-01 83.8492390392418
2025-06-01 84.0817127711296
2025-07-01 85.9190735725344
2025-08-01 86.6546097796782
2025-09-01 86.8292651146093
2025-10-01 86.9349725617927
2025-11-01 87.1095561436333
2025-12-01 87.4426685775861
2026-01-01 88.4739491707585
2026-02-01 89.7167202482114
2026-03-01 90.5276736799417
2026-04-01 89.5636515353420
2026-05-01 90.4377839231426
2026-06-01 91.1444654530480

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