Federal Reserve Economic Data

Table Data - All Employees: Professional and Business Services: Administrative and Support Services in Oakland-Fremont-Berkeley, CA (MD)

Title All Employees: Professional and Business Services: Administrative and Support Services in Oakland-Fremont-Berkeley, CA (MD)
Series ID SMU06360846056100001SA
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 2025-12-01
Last Updated 2026-01-28 3:29 AM CST
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 43.2780818345512
1990-02-01 43.2155845429952
1990-03-01 43.2027127819071
1990-04-01 42.5918997105198
1990-05-01 42.8251554007442
1990-06-01 43.3734599453491
1990-07-01 44.7669678890785
1990-08-01 43.9653418121349
1990-09-01 43.4625025012483
1990-10-01 43.6460595457955
1990-11-01 43.8865782417028
1990-12-01 44.0025856533478
1991-01-01 43.6783147634689
1991-02-01 43.7271285048372
1991-03-01 43.6611201978412
1991-04-01 44.2045123510349
1991-05-01 44.4754339136476
1991-06-01 44.4064992347064
1991-07-01 43.9118717123165
1991-08-01 43.6246970498856
1991-09-01 43.4583836631951
1991-10-01 42.6376046747391
1991-11-01 42.7764608080556
1991-12-01 42.8775844860267
1992-01-01 42.6642766969767
1992-02-01 42.4158628698130
1992-03-01 42.0986311981671
1992-04-01 42.1537455801254
1992-05-01 42.3707578109152
1992-06-01 42.1090594598795
1992-07-01 42.2834594719159
1992-08-01 42.0635113078031
1992-09-01 42.4600854671468
1992-10-01 42.4513577868743
1992-11-01 42.4361202689568
1992-12-01 41.9076790918279
1993-01-01 43.2124597392064
1993-02-01 43.3510989691077
1993-03-01 43.5010665328357
1993-04-01 44.3478807367050
1993-05-01 44.2367024797713
1993-06-01 44.3742924051109
1993-07-01 45.3224164999951
1993-08-01 46.0529992769415
1993-09-01 45.9604057428023
1993-10-01 47.0265813357731
1993-11-01 47.1746135882892
1993-12-01 47.2045853739568
1994-01-01 46.1752449470950
1994-02-01 46.4246300004858
1994-03-01 47.2833954009820
1994-04-01 47.4805698221289
1994-05-01 47.6511378289962
1994-06-01 47.6500553256605
1994-07-01 47.1537604268009
1994-08-01 46.8291979576621
1994-09-01 47.5710911887585
1994-10-01 47.2906825163976
1994-11-01 48.0452984801690
1994-12-01 48.2784550557295
1995-01-01 49.1913871454902
1995-02-01 49.5606941854325
1995-03-01 50.1983690519074
1995-04-01 48.6950539891994
1995-05-01 49.2954084571698
1995-06-01 49.7503176295754
1995-07-01 50.0869960767214
1995-08-01 50.2795107063412
1995-09-01 51.0445308567539
1995-10-01 51.5469354951444
1995-11-01 51.4047514885677
1995-12-01 51.3088175003644
1996-01-01 54.5367876589899
1996-02-01 52.5134107272070
1996-03-01 51.9829550750805
1996-04-01 52.0900210965117
1996-05-01 52.5909603906168
1996-06-01 53.4106994388666
1996-07-01 56.8448227992959
1996-08-01 57.7989636260837
1996-09-01 58.5530866441698
1996-10-01 59.4665538229015
1996-11-01 61.2337586776405
1996-12-01 61.4251484862153
1997-01-01 59.5274772649741
1997-02-01 58.4890779248545
1997-03-01 59.2817405794370
1997-04-01 60.4208857758108
1997-05-01 61.3382697903120
1997-06-01 61.8055184382982
1997-07-01 64.3329542732274
1997-08-01 63.4271939496324
1997-09-01 63.9607126769195
1997-10-01 61.9098706220884
1997-11-01 61.4017833213120
1997-12-01 61.5964653326265
1998-01-01 62.3734004250485
1998-02-01 63.7137459350553
1998-03-01 64.3200790884769
1998-04-01 63.4418798432387
1998-05-01 63.1046389123230
1998-06-01 62.8393615500560
1998-07-01 62.0618111924048
1998-08-01 62.4867963295974
1998-09-01 62.4039484947404
1998-10-01 62.5185041640180
1998-11-01 63.3755058077832
1998-12-01 63.4072825562135
1999-01-01 63.2514716954229
1999-02-01 63.0842981367243
1999-03-01 63.6704024930007
1999-04-01 64.2386461548280
1999-05-01 63.8138317965791
1999-06-01 63.8580430205501
1999-07-01 64.6656593342727
1999-08-01 63.8903739498235
1999-09-01 64.0956147005982
1999-10-01 65.1356270049137
1999-11-01 65.1919533799158
1999-12-01 65.8323880307885
2000-01-01 66.6695704823518
2000-02-01 66.4985425000978
2000-03-01 66.4423556811519
2000-04-01 67.9118224082295
2000-05-01 67.9376803548119
2000-06-01 67.8093345330003
2000-07-01 67.5267938883391
2000-08-01 66.4963394516437
2000-09-01 67.5209794341183
2000-10-01 67.2150964230895
2000-11-01 67.4945292088534
2000-12-01 66.0821313352663
2001-01-01 63.7765159357547
2001-02-01 62.7979928032928
2001-03-01 61.8393652306233
2001-04-01 59.9151141353745
2001-05-01 59.4708711848830
2001-06-01 58.9778829876338
2001-07-01 57.6430780306664
2001-08-01 56.8549439630432
2001-09-01 56.2596703462996
2001-10-01 55.5894079474504
2001-11-01 54.9632318309173
2001-12-01 54.6590845467903
2002-01-01 54.9977710107287
2002-02-01 54.3219636074073
2002-03-01 54.6366090730048
2002-04-01 53.2589183344975
2002-05-01 53.1830751297427
2002-06-01 52.5780625527859
2002-07-01 52.1789648782381
2002-08-01 52.0131148147642
2002-09-01 52.0486662940906
2002-10-01 51.4248881921298
2002-11-01 51.2312031612798
2002-12-01 51.1649760637702
2003-01-01 50.8507511500493
2003-02-01 50.4743116505813
2003-03-01 50.2784381658069
2003-04-01 50.4060851271108
2003-05-01 50.0178662416664
2003-06-01 50.4530326950566
2003-07-01 52.1819646141751
2003-08-01 51.7565788774824
2003-09-01 51.5392796729858
2003-10-01 51.6975118527157
2003-11-01 51.9062079365418
2003-12-01 51.6427132123782
2004-01-01 52.5429264461750
2004-02-01 53.1344107667109
2004-03-01 52.7099105299819
2004-04-01 54.6644936583617
2004-05-01 54.8505555184696
2004-06-01 54.8364912622831
2004-07-01 53.1978815497945
2004-08-01 53.4405607429336
2004-09-01 53.5850960950586
2004-10-01 54.4790153011291
2004-11-01 54.5194225828913
2004-12-01 54.6555284406026
2005-01-01 54.8773891973608
2005-02-01 55.3268613728366
2005-03-01 55.0282666364490
2005-04-01 55.0051933948721
2005-05-01 54.4777063653536
2005-06-01 53.7864799114704
2005-07-01 54.1964375929164
2005-08-01 54.9433244240092
2005-09-01 55.5061891670090
2005-10-01 55.1286569820439
2005-11-01 55.5063781623037
2005-12-01 56.0283260043165
2006-01-01 56.0082342075340
2006-02-01 56.3799903033482
2006-03-01 56.7887991154252
2006-04-01 56.5906001076049
2006-05-01 57.6962208058365
2006-06-01 58.2747925656240
2006-07-01 59.0875950424560
2006-08-01 58.6716461958468
2006-09-01 58.0407674295781
2006-10-01 57.5978722773759
2006-11-01 57.7920793995833
2006-12-01 58.0141147451308
2007-01-01 58.1865321372494
2007-02-01 58.1540634689869
2007-03-01 58.2472936433140
2007-04-01 58.1522185309489
2007-05-01 58.4932408668354
2007-06-01 58.1789159905215
2007-07-01 58.7310682720120
2007-08-01 58.4892415936456
2007-09-01 58.5749172809313
2007-10-01 59.3749153482951
2007-11-01 59.4000186379317
2007-12-01 59.3719084711400
2008-01-01 58.7257596718575
2008-02-01 58.6500448761043
2008-03-01 57.7686181502198
2008-04-01 57.1342260568121
2008-05-01 56.3281397714215
2008-06-01 56.2736374991929
2008-07-01 55.7495944934633
2008-08-01 55.0925612325580
2008-09-01 54.5213246184398
2008-10-01 53.4627110016310
2008-11-01 52.7722782033960
2008-12-01 51.7858294716424
2009-01-01 51.1415817961953
2009-02-01 49.4061412034666
2009-03-01 48.4079940143162
2009-04-01 48.3214445695108
2009-05-01 47.7000668774931
2009-06-01 48.0014566054733
2009-07-01 47.7687542432436
2009-08-01 48.0102429591169
2009-09-01 47.6634418361722
2009-10-01 47.7078205742717
2009-11-01 47.4573354585782
2009-12-01 47.8650834872331
2010-01-01 44.3503620722301
2010-02-01 44.4972826206036
2010-03-01 44.4669467710131
2010-04-01 45.6880798162390
2010-05-01 45.7758368819741
2010-06-01 46.0431312092324
2010-07-01 45.9901106458220
2010-08-01 46.0345640112627
2010-09-01 46.3223496679508
2010-10-01 46.3172710520669
2010-11-01 46.8308180334277
2010-12-01 46.6984435480261
2011-01-01 46.6307053316776
2011-02-01 46.8345284139352
2011-03-01 47.1735621685627
2011-04-01 47.7218588575847
2011-05-01 47.7299419988414
2011-06-01 47.8741549607370
2011-07-01 47.8915236457525
2011-08-01 47.8021020730049
2011-09-01 48.1503136034172
2011-10-01 48.7383884770232
2011-11-01 48.6798181618097
2011-12-01 48.6784453223141
2012-01-01 49.9207534555409
2012-02-01 49.5246961347043
2012-03-01 49.8506828061371
2012-04-01 49.8973684735141
2012-05-01 50.1734056212431
2012-06-01 50.0455842666350
2012-07-01 50.1441756362225
2012-08-01 50.8378640235211
2012-09-01 51.3807089507477
2012-10-01 52.1595278138029
2012-11-01 52.7213645036916
2012-12-01 53.2316215624294
2013-01-01 53.2074348828960
2013-02-01 53.1930932343833
2013-03-01 52.9366952707307
2013-04-01 53.0305936489010
2013-05-01 53.1515386720687
2013-06-01 52.3264547310020
2013-07-01 53.2559926400306
2013-08-01 53.5324117953485
2013-09-01 53.4937531306294
2013-10-01 53.2641175018451
2013-11-01 52.9720288219341
2013-12-01 52.4972461865812
2014-01-01 53.4061550685531
2014-02-01 53.8946616748881
2014-03-01 54.1299092980856
2014-04-01 54.3401309324281
2014-05-01 55.3986034376515
2014-06-01 54.8051179249364
2014-07-01 54.2012919233553
2014-08-01 54.7830393454477
2014-09-01 54.8552968449062
2014-10-01 54.8275580189897
2014-11-01 55.1031822858918
2014-12-01 55.4319748682346
2015-01-01 55.9099958327684
2015-02-01 56.0709346308677
2015-03-01 56.5705280346217
2015-04-01 57.5081995332756
2015-05-01 56.6730839324608
2015-06-01 56.3913335660113
2015-07-01 56.6456239372203
2015-08-01 56.6021693546346
2015-09-01 56.5578293427959
2015-10-01 56.9589959184824
2015-11-01 57.3565126970613
2015-12-01 57.6374652161159
2016-01-01 57.8374591072514
2016-02-01 57.8650704694934
2016-03-01 57.9356737095181
2016-04-01 59.0243220415683
2016-05-01 58.4855462729249
2016-06-01 59.0637381154536
2016-07-01 59.2126078434221
2016-08-01 59.4160131949997
2016-09-01 59.6427753207140
2016-10-01 59.7107226872717
2016-11-01 60.0474195817293
2016-12-01 59.6928602894513
2017-01-01 60.2518665643478
2017-02-01 60.5654077488352
2017-03-01 61.8927821253409
2017-04-01 60.4888362128165
2017-05-01 60.5308843206195
2017-06-01 60.6551102027190
2017-07-01 61.0335217766430
2017-08-01 60.5854749830735
2017-09-01 60.5968752513651
2017-10-01 60.9065401327477
2017-11-01 59.3351744405213
2017-12-01 59.3214332015600
2018-01-01 59.2928549981103
2018-02-01 59.4562431297487
2018-03-01 60.0800522644561
2018-04-01 60.0585253828887
2018-05-01 60.7840733106650
2018-06-01 60.3266320810858
2018-07-01 60.3807894983936
2018-08-01 61.0216007129128
2018-09-01 61.4058975338072
2018-10-01 60.7546513389699
2018-11-01 60.8184359335394
2018-12-01 61.3213996151407
2019-01-01 59.8137328243979
2019-02-01 59.0365740999272
2019-03-01 59.9577299128718
2019-04-01 60.2281977661463
2019-05-01 60.0176487404936
2019-06-01 60.8149473419029
2019-07-01 60.3596562700967
2019-08-01 60.8857806165550
2019-09-01 60.9007790738968
2019-10-01 61.0712783429981
2019-11-01 62.0507445455796
2019-12-01 62.4342477950284
2020-01-01 62.3669228630487
2020-02-01 62.2687098123794
2020-03-01 61.7081024886631
2020-04-01 50.8864768285290
2020-05-01 51.3359037139276
2020-06-01 52.4121741919063
2020-07-01 53.1050609671903
2020-08-01 53.2280606508673
2020-09-01 52.6317218535516
2020-10-01 54.6070602679878
2020-11-01 54.8429110485873
2020-12-01 55.3450566929073
2021-01-01 56.3456034550458
2021-02-01 56.6705994634177
2021-03-01 57.2266996842321
2021-04-01 57.5793302788585
2021-05-01 58.0257489021484
2021-06-01 57.3569404970460
2021-07-01 57.8310567828639
2021-08-01 57.9278453489836
2021-09-01 57.8190112851973
2021-10-01 59.5606366142076
2021-11-01 61.1601167500283
2021-12-01 59.6667002127166
2022-01-01 59.8802991957617
2022-02-01 60.0433892294022
2022-03-01 60.0048458731304
2022-04-01 59.3219818186711
2022-05-01 59.3091871956367
2022-06-01 59.5666259240236
2022-07-01 58.6240310984683
2022-08-01 58.6722960713218
2022-09-01 57.9465615860697
2022-10-01 57.8406572242504
2022-11-01 56.7337987995906
2022-12-01 56.5657513499182
2023-01-01 55.7558904893910
2023-02-01 55.8540050592625
2023-03-01 55.7396768542662
2023-04-01 56.6005375452659
2023-05-01 55.9111783523090
2023-06-01 55.7135567620310
2023-07-01 56.2348686422001
2023-08-01 56.2026236488523
2023-09-01 56.4727518728041
2023-10-01 55.6660511233799
2023-11-01 56.0363982965168
2023-12-01 55.8089580191253
2024-01-01 56.6003601061024
2024-02-01 56.3563892721258
2024-03-01 56.0523750773599
2024-04-01 56.4916960163921
2024-05-01 56.5303745716828
2024-06-01 56.1202634655068
2024-07-01 56.6551545443780
2024-08-01 56.7231882441413
2024-09-01 56.1410729232082
2024-10-01 55.4902601714153
2024-11-01 56.6747689179295
2024-12-01 56.9285874518833
2025-01-01 56.7373636696110
2025-02-01 56.1451225446524
2025-03-01 56.3149037906855
2025-04-01 55.7142099308055
2025-05-01 55.0674203416092
2025-06-01 54.9654708720195
2025-07-01 54.5562987861485
2025-08-01 54.2567351974237
2025-09-01 54.4106719505407
2025-10-01 54.4845428358085
2025-11-01 54.4684248695212
2025-12-01 54.4069924860823

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