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 2026-05-01
Last Updated 2026-06-24 10:46 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 13.5594557755666
1990-02-01 13.6479402188326
1990-03-01 13.7323192978612
1990-04-01 13.8721505027031
1990-05-01 14.0078066439636
1990-06-01 14.1138915047246
1990-07-01 14.7071946292256
1990-08-01 14.7231158752878
1990-09-01 14.6964616631282
1990-10-01 14.7219815145177
1990-11-01 14.7362783329873
1990-12-01 14.7080846232296
1991-01-01 14.9624741651089
1991-02-01 15.1453129643151
1991-03-01 15.3262586449625
1991-04-01 15.1643349886382
1991-05-01 15.2948176993105
1991-06-01 15.2924752454948
1991-07-01 15.4253977764820
1991-08-01 15.5413749288476
1991-09-01 15.5983580759802
1991-10-01 15.7141107829181
1991-11-01 15.9369576829212
1991-12-01 15.8994079160302
1992-01-01 15.8667426048187
1992-02-01 15.8430507648977
1992-03-01 15.9135804925260
1992-04-01 15.9681351012654
1992-05-01 15.8995545307960
1992-06-01 15.8818793248225
1992-07-01 15.9411416928576
1992-08-01 15.8383487857673
1992-09-01 15.8766215868271
1992-10-01 15.9174732445366
1992-11-01 15.8486055891009
1992-12-01 15.9115507897816
1993-01-01 15.9684713854181
1993-02-01 15.9448959797849
1993-03-01 15.9925851966154
1993-04-01 16.1679282818495
1993-05-01 16.2099608117840
1993-06-01 16.2770357216541
1993-07-01 15.9462201243186
1993-08-01 15.9153331763611
1993-09-01 16.3533116771488
1993-10-01 16.2340660435817
1993-11-01 16.2691010544331
1993-12-01 16.2416276116934
1994-01-01 16.1731654847468
1994-02-01 16.1460773120648
1994-03-01 16.1577811567595
1994-04-01 16.2567896198909
1994-05-01 16.4100791462075
1994-06-01 16.5750944775441
1994-07-01 16.5597445749915
1994-08-01 16.6951541490640
1994-09-01 16.8366310204351
1994-10-01 16.9754186498300
1994-11-01 16.8881537340082
1994-12-01 17.0876089168638
1995-01-01 16.9716446752459
1995-02-01 17.0450709390867
1995-03-01 17.0185989568653
1995-04-01 16.6306030142747
1995-05-01 16.6016887383948
1995-06-01 16.6813866208181
1995-07-01 16.8618641894907
1995-08-01 16.9502789367201
1995-09-01 17.2305057539528
1995-10-01 17.2319454486433
1995-11-01 17.3107910933124
1995-12-01 17.3321983773676
1996-01-01 17.6684228463211
1996-02-01 17.8324850583668
1996-03-01 17.9751251414070
1996-04-01 18.1037101851935
1996-05-01 18.0793448562238
1996-06-01 18.0838518855518
1996-07-01 18.1643355249830
1996-08-01 18.3180302932747
1996-09-01 18.0348011247422
1996-10-01 18.1965038600655
1996-11-01 18.6244930842598
1996-12-01 18.5687214018135
1997-01-01 18.7601491286617
1997-02-01 19.0142697320429
1997-03-01 19.5477423918111
1997-04-01 19.8798974296452
1997-05-01 20.1576356759525
1997-06-01 20.2876421601605
1997-07-01 19.9509153299761
1997-08-01 19.9849179109172
1997-09-01 19.8533303603880
1997-10-01 19.8549355419001
1997-11-01 20.0351470018080
1997-12-01 20.1953454163236
1998-01-01 20.5521423532252
1998-02-01 20.5951400853646
1998-03-01 20.7424566930301
1998-04-01 21.0850802670992
1998-05-01 21.2551854315108
1998-06-01 21.5004032163818
1998-07-01 21.8145866224561
1998-08-01 22.1557603150438
1998-09-01 22.5805698119011
1998-10-01 22.8019694743174
1998-11-01 23.0603376005648
1998-12-01 23.2160118253693
1999-01-01 22.3458918360751
1999-02-01 22.3714709032668
1999-03-01 22.2617793018602
1999-04-01 21.9119963362318
1999-05-01 21.8618014013713
1999-06-01 21.8105075458291
1999-07-01 22.7556569136646
1999-08-01 22.7238655149268
1999-09-01 22.4817570100355
1999-10-01 22.2763844948292
1999-11-01 22.0870632676119
1999-12-01 21.9021244046450
2000-01-01 21.5454664486837
2000-02-01 21.4657145652392
2000-03-01 21.2118171888446
2000-04-01 21.1673451291944
2000-05-01 21.1884212728378
2000-06-01 21.2207054442384
2000-07-01 21.2894282736033
2000-08-01 21.2876196908257
2000-09-01 21.6712970268574
2000-10-01 21.4192964048638
2000-11-01 21.4050330456725
2000-12-01 21.8777448628464
2001-01-01 22.3647805967777
2001-02-01 22.4516034128452
2001-03-01 22.8538996132506
2001-04-01 22.6998351429894
2001-05-01 22.7915304842584
2001-06-01 22.9177121335198
2001-07-01 23.2701211811313
2001-08-01 23.4039983219554
2001-09-01 23.4709010477860
2001-10-01 23.1529233148450
2001-11-01 23.4051195757006
2001-12-01 23.5433669021489
2002-01-01 23.5838423304947
2002-02-01 23.9597835666097
2002-03-01 24.2022357665677
2002-04-01 24.3199830328875
2002-05-01 24.4987826977667
2002-06-01 24.5309898532485
2002-07-01 23.5856665803540
2002-08-01 23.4071132678526
2002-09-01 23.3550256213428
2002-10-01 23.5687972292969
2002-11-01 23.5684210710266
2002-12-01 23.8859968215984
2003-01-01 24.3974124030129
2003-02-01 24.4821476824270
2003-03-01 25.2503949108610
2003-04-01 25.9256923166552
2003-05-01 26.5013421870389
2003-06-01 27.0694720989602
2003-07-01 27.2618024885455
2003-08-01 27.4679398405806
2003-09-01 27.5513266374334
2003-10-01 27.7702740035429
2003-11-01 28.0156170928672
2003-12-01 28.1096080496496
2004-01-01 27.7075026612032
2004-02-01 27.7958949749049
2004-03-01 27.3800843589848
2004-04-01 27.3200116609362
2004-05-01 27.3184467005856
2004-06-01 27.4365848775411
2004-07-01 27.7451147225177
2004-08-01 28.0973802023430
2004-09-01 28.6291742274995
2004-10-01 28.8006469620893
2004-11-01 29.0407449882029
2004-12-01 28.9390645202724
2005-01-01 28.7165545010866
2005-02-01 28.5064050353152
2005-03-01 28.4948759469244
2005-04-01 28.5992281068191
2005-05-01 28.6164233340181
2005-06-01 28.5024450245699
2005-07-01 28.9379680772532
2005-08-01 29.1418345813931
2005-09-01 29.0949991575784
2005-10-01 29.3725361166228
2005-11-01 29.4812350702253
2005-12-01 29.5009126342475
2006-01-01 29.8105646486072
2006-02-01 29.8223475336040
2006-03-01 30.0865937858448
2006-04-01 30.1567557817731
2006-05-01 30.3068623171743
2006-06-01 30.1450415659313
2006-07-01 30.3058806335417
2006-08-01 30.5869448099286
2006-09-01 30.8867579548875
2006-10-01 31.0635090318974
2006-11-01 31.3460502936013
2006-12-01 31.6857505326517
2007-01-01 31.9059844871312
2007-02-01 32.4280172484034
2007-03-01 32.5534714972403
2007-04-01 32.6124266098928
2007-05-01 32.6747236635677
2007-06-01 32.7589298625048
2007-07-01 32.9742899687482
2007-08-01 33.0521441242846
2007-09-01 33.2841713195973
2007-10-01 33.1740898188932
2007-11-01 33.7388114410814
2007-12-01 34.0903921654564
2008-01-01 34.4821808102939
2008-02-01 35.1263787979647
2008-03-01 35.6168351848430
2008-04-01 36.4700368924850
2008-05-01 37.0291371949577
2008-06-01 37.4290403846142
2008-07-01 37.6637656220342
2008-08-01 37.9578241038810
2008-09-01 38.2037745495191
2008-10-01 38.3836588555910
2008-11-01 38.7334869321476
2008-12-01 38.7896695934966
2009-01-01 38.8408010136097
2009-02-01 38.7880458680383
2009-03-01 38.9830606295916
2009-04-01 39.1688580453527
2009-05-01 39.1057566060795
2009-06-01 38.9748473851515
2009-07-01 39.4281481178020
2009-08-01 39.7107145064280
2009-09-01 39.1994279017301
2009-10-01 39.6353941537293
2009-11-01 39.5525129444731
2009-12-01 39.8040356799308
2010-01-01 39.4686051950421
2010-02-01 39.3519423343164
2010-03-01 39.3717145768782
2010-04-01 38.9905147901079
2010-05-01 39.1022828713336
2010-06-01 39.2178925009986
2010-07-01 40.1866855289395
2010-08-01 39.8213270772991
2010-09-01 40.0252047385784
2010-10-01 39.9827457962747
2010-11-01 39.8674795970809
2010-12-01 39.7127444099532
2011-01-01 39.6969502634269
2011-02-01 39.4190137317311
2011-03-01 39.2586322177248
2011-04-01 39.2151563092925
2011-05-01 39.1954105120093
2011-06-01 39.0864638498724
2011-07-01 38.7956912573249
2011-08-01 38.7908915430089
2011-09-01 39.0656954225976
2011-10-01 39.1296502739464
2011-11-01 39.3619725874904
2011-12-01 39.6243064776491
2012-01-01 40.1454880443200
2012-02-01 40.5914972259894
2012-03-01 40.9449637759993
2012-04-01 40.6132282067345
2012-05-01 40.7722079280039
2012-06-01 41.0788973275972
2012-07-01 41.0403865803861
2012-08-01 41.3113386691619
2012-09-01 41.4433780888561
2012-10-01 41.2504544297714
2012-11-01 41.4202795942770
2012-12-01 41.3176962798184
2013-01-01 42.3207138973321
2013-02-01 42.7771424178286
2013-03-01 43.0391061665719
2013-04-01 43.5889133022777
2013-05-01 43.9501018865475
2013-06-01 44.3942749153025
2013-07-01 43.8725697789545
2013-08-01 44.2186357934749
2013-09-01 44.3361458046311
2013-10-01 44.6488881845373
2013-11-01 44.8387079345093
2013-12-01 45.0828806679385
2014-01-01 44.4194458952028
2014-02-01 44.6925360254599
2014-03-01 44.8433424786251
2014-04-01 44.9771701669187
2014-05-01 45.1624266597090
2014-06-01 45.4432481465432
2014-07-01 45.7798016316495
2014-08-01 45.7973451748518
2014-09-01 45.6020462955874
2014-10-01 46.1096811878172
2014-11-01 46.5541509434198
2014-12-01 46.2256173032985
2015-01-01 46.8417878444830
2015-02-01 47.1237971306316
2015-03-01 47.4362927531871
2015-04-01 47.6970823472057
2015-05-01 48.0064772370879
2015-06-01 48.2970520955368
2015-07-01 49.2058611083344
2015-08-01 49.2716156695428
2015-09-01 49.6577418048757
2015-10-01 49.8399964284899
2015-11-01 50.0632095939559
2015-12-01 50.1759973094532
2016-01-01 50.3540497094773
2016-02-01 50.5410669682940
2016-03-01 50.8308002811255
2016-04-01 51.4444290626672
2016-05-01 51.4600234566826
2016-06-01 51.4577931047588
2016-07-01 51.4124120626694
2016-08-01 51.3118785493798
2016-09-01 51.8407943711019
2016-10-01 52.9766034647257
2016-11-01 52.7188212869073
2016-12-01 53.1566057476446
2017-01-01 53.0628119781442
2017-02-01 53.2353947179417
2017-03-01 53.4294265840343
2017-04-01 53.3043545374168
2017-05-01 53.6373043200475
2017-06-01 53.8876521235341
2017-07-01 53.9286467312408
2017-08-01 53.9350012853654
2017-09-01 54.6100789835723
2017-10-01 54.7442146804465
2017-11-01 54.8235029940013
2017-12-01 55.0661091336601
2018-01-01 55.0664103831701
2018-02-01 55.3149760506187
2018-03-01 55.5334537289195
2018-04-01 55.4455831916125
2018-05-01 55.5989974845957
2018-06-01 55.8146483656297
2018-07-01 55.7116860506361
2018-08-01 56.0561445373301
2018-09-01 56.0608597447564
2018-10-01 56.1391854385376
2018-11-01 56.1747920756450
2018-12-01 56.1874589432034
2019-01-01 56.6695351105419
2019-02-01 56.8950515957796
2019-03-01 57.1374669720605
2019-04-01 57.4489425792655
2019-05-01 57.7637181230784
2019-06-01 57.7360431295572
2019-07-01 58.2714818296165
2019-08-01 58.4917967204609
2019-09-01 58.7308245581431
2019-10-01 58.1439423325515
2019-11-01 58.9158246400298
2019-12-01 59.0294625031370
2020-01-01 59.3628960865434
2020-02-01 59.5904248679766
2020-03-01 59.6523410727027
2020-04-01 55.2246529300299
2020-05-01 55.4989454807720
2020-06-01 56.1724309902044
2020-07-01 56.3346623885136
2020-08-01 56.7298689678478
2020-09-01 56.8640916536650
2020-10-01 57.2685179662507
2020-11-01 57.5788001962331
2020-12-01 57.7966525737242
2021-01-01 57.7895540038491
2021-02-01 58.0222655775128
2021-03-01 58.4011533622250
2021-04-01 58.8617424475363
2021-05-01 59.1031269549018
2021-06-01 59.2921440834692
2021-07-01 59.9749851078457
2021-08-01 60.0011411023034
2021-09-01 60.1352274930939
2021-10-01 60.9649378670049
2021-11-01 61.3935607638179
2021-12-01 62.2385155381829
2022-01-01 62.9206432538643
2022-02-01 63.8713444142056
2022-03-01 64.8532950663189
2022-04-01 63.1056643183424
2022-05-01 63.5744587577085
2022-06-01 63.7090657203676
2022-07-01 63.9984585751352
2022-08-01 64.1519658322192
2022-09-01 64.7024872631138
2022-10-01 64.8549962049200
2022-11-01 65.3182694955205
2022-12-01 65.8172988863977
2023-01-01 66.3768880360282
2023-02-01 66.7168736894244
2023-03-01 67.4065418959006
2023-04-01 68.0702117667625
2023-05-01 68.8395652575110
2023-06-01 69.3969520520550
2023-07-01 70.0441368247319
2023-08-01 70.6810849207841
2023-09-01 71.3744105547489
2023-10-01 71.8251952609263
2023-11-01 72.3257687380010
2023-12-01 72.6228440283624
2024-01-01 72.7321615939764
2024-02-01 73.4670543505638
2024-03-01 74.1510187406036
2024-04-01 75.3696830135202
2024-05-01 76.4857635894230
2024-06-01 76.6879415686672
2024-07-01 76.8808906048591
2024-08-01 77.4779985024000
2024-09-01 77.4465138712978
2024-10-01 79.0930994131832
2024-11-01 79.9309912318013
2024-12-01 80.6496933323006
2025-01-01 81.5099082879219
2025-02-01 81.7880932908543
2025-03-01 82.3840324480091
2025-04-01 82.9889163433564
2025-05-01 83.7391617915301
2025-06-01 84.1492492791895
2025-07-01 85.9567014314674
2025-08-01 86.6828200291524
2025-09-01 86.8513776907255
2025-10-01 86.9542917346493
2025-11-01 87.1257433973316
2025-12-01 87.4458307972703
2026-01-01 88.4694809725250
2026-02-01 89.7073827789316
2026-03-01 90.4902286610169
2026-04-01 89.5213659278602
2026-05-01 90.4065812262626

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