Table Data - All Employees: Other Services: Personal and Laundry Services in Oakland-Fremont-Berkeley, CA (MD)

Title All Employees: Other Services: Personal and Laundry Services in Oakland-Fremont-Berkeley, CA (MD)
Series ID SMU06360848081200001SA
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 7.88884353479191
1990-02-01 7.89698768685907
1990-03-01 7.92888209010157
1990-04-01 8.17161552399476
1990-05-01 8.04808686206314
1990-06-01 8.02161971263003
1990-07-01 7.99350072476292
1990-08-01 7.94255759772319
1990-09-01 7.99422545276395
1990-10-01 7.99042039852749
1990-11-01 8.12993401976002
1990-12-01 8.08330795394589
1991-01-01 8.19923797992945
1991-02-01 8.20617986870485
1991-03-01 8.23482734993920
1991-04-01 8.16913270725176
1991-05-01 8.13686595450110
1991-06-01 8.11185172203587
1991-07-01 8.39378184839511
1991-08-01 8.34396007370138
1991-09-01 8.29196954871334
1991-10-01 8.29055477018259
1991-11-01 8.23064715184880
1991-12-01 8.27507491707938
1992-01-01 8.31752118223890
1992-02-01 8.32199106122865
1992-03-01 8.34355703126193
1992-04-01 8.26710817629400
1992-05-01 8.11939663686461
1992-06-01 8.19669554902416
1992-07-01 8.29225511720776
1992-08-01 8.34069958263061
1992-09-01 8.38919660432594
1992-10-01 8.38993817314034
1992-11-01 8.43965169321475
1992-12-01 8.35763045089614
1993-01-01 8.33800238021214
1993-02-01 8.45031919241516
1993-03-01 8.35824933675635
1993-04-01 8.46445167559180
1993-05-01 8.49351120213401
1993-06-01 8.57536453622955
1993-07-01 8.38971083824289
1993-08-01 8.33733419867295
1993-09-01 8.28848619482102
1993-10-01 8.39376789513984
1993-11-01 8.23965970278482
1993-12-01 8.33992443875616
1994-01-01 8.26557513436100
1994-02-01 8.17773667287708
1994-03-01 8.28431916661929
1994-04-01 8.25893163965852
1994-05-01 8.26351022600005
1994-06-01 8.24398544498488
1994-07-01 8.18861903801892
1994-08-01 8.13696315389244
1994-09-01 8.19330126588276
1994-10-01 8.09011058193788
1994-11-01 8.25079542580708
1994-12-01 8.21681522158713
1995-01-01 8.28766976555308
1995-02-01 8.30435710754193
1995-03-01 8.31577663875966
1995-04-01 8.24812791655882
1995-05-01 8.23540472440416
1995-06-01 8.21037743415320
1995-07-01 8.39221920311923
1995-08-01 8.34135236092458
1995-09-01 8.29512431714088
1995-10-01 8.09657308877227
1995-11-01 8.14962989002594
1995-12-01 8.19894386924141
1996-01-01 8.21276714414040
1996-02-01 8.11250328013396
1996-03-01 8.14268441585258
1996-04-01 8.14017926162188
1996-05-01 8.21687806144402
1996-06-01 8.28654068993099
1996-07-01 8.29517079153869
1996-08-01 8.34398988403231
1996-09-01 8.29694332166419
1996-10-01 8.39569038053574
1996-11-01 8.45971042820333
1996-12-01 8.38057346084041
1997-01-01 8.33423464544980
1997-02-01 8.30756506506050
1997-03-01 8.36095007359000
1997-04-01 8.63512652677766
1997-05-01 8.60986045299143
1997-06-01 8.47420508466382
1997-07-01 8.39407006270831
1997-08-01 8.34976936627598
1997-09-01 8.39641112880887
1997-10-01 8.49647712696702
1997-11-01 8.45632030330711
1997-12-01 8.56872986992919
1998-01-01 8.76108701055583
1998-02-01 8.69474769116095
1998-03-01 8.67273932824860
1998-04-01 8.83169064947494
1998-05-01 8.40931118889911
1998-06-01 8.86889181022754
1998-07-01 8.78705503280927
1998-08-01 8.85806417180183
1998-09-01 8.89324169364866
1998-10-01 8.79222995267138
1998-11-01 8.85965790509528
1998-12-01 8.86159056473246
1999-01-01 8.77718634126370
1999-02-01 8.88820016223076
1999-03-01 8.87843066094294
1999-04-01 8.82976022553756
1999-05-01 8.91392793779056
1999-06-01 8.86655413210735
1999-07-01 8.97501053546021
1999-08-01 9.06667876889060
1999-09-01 9.08373224969291
1999-10-01 9.19542758699007
1999-11-01 9.15235327253986
1999-12-01 9.26124316114699
2000-01-01 9.29159653949043
2000-02-01 9.39315562685581
2000-03-01 9.37694851095019
2000-04-01 9.33026916090175
2000-05-01 9.31823104055337
2000-06-01 9.36750308672716
2000-07-01 9.45837341366414
2000-08-01 9.36754340079755
2000-09-01 9.37268511982616
2000-10-01 9.69955071883140
2000-11-01 9.65237990165603
2000-12-01 9.66558101405674
2001-01-01 9.69555492630108
2001-02-01 9.71076658969977
2001-03-01 9.77006983620489
2001-04-01 9.82848511123578
2001-05-01 9.82601663807348
2001-06-01 9.86549792288491
2001-07-01 9.83862516139748
2001-08-01 9.96778956538549
2001-09-01 9.76454096106437
2001-10-01 9.60419595639440
2001-11-01 9.64987056758880
2001-12-01 9.57188793825153
2002-01-01 9.59850040178513
2002-02-01 9.53891242164724
2002-03-01 9.45912431021719
2002-04-01 9.41966283537440
2002-05-01 9.43259182026795
2002-06-01 9.35772877411473
2002-07-01 9.32804496049253
2002-08-01 9.26418829765735
2002-09-01 9.26403098173636
2002-10-01 9.30581062722688
2002-11-01 9.35563808181439
2002-12-01 9.18003279182308
2003-01-01 9.08995265305325
2003-02-01 9.06067151552472
2003-03-01 9.05078415144345
2003-04-01 9.10681385276413
2003-05-01 9.14110110086537
2003-06-01 9.15126176643199
2003-07-01 9.02707538073332
2003-08-01 9.26103578630780
2003-09-01 9.17049992070381
2003-10-01 9.10512673281703
2003-11-01 9.15468920094459
2003-12-01 9.18256094649122
2004-01-01 9.18270586685495
2004-02-01 9.17049108933574
2004-03-01 9.24672754759261
2004-04-01 9.19662870145398
2004-05-01 9.15269579942749
2004-06-01 9.14938729578718
2004-07-01 9.23232298608821
2004-08-01 9.15305804088889
2004-09-01 9.18672324780159
2004-10-01 9.10315417088183
2004-11-01 9.04846994969664
2004-12-01 9.08059094706287
2005-01-01 9.06955421952470
2005-02-01 9.06762268208109
2005-03-01 9.14420268430543
2005-04-01 9.09417340119142
2005-05-01 9.07347966170012
2005-06-01 9.05607291611958
2005-07-01 8.93275959745270
2005-08-01 9.04746551496902
2005-09-01 9.00650875886336
2005-10-01 9.09723497239949
2005-11-01 9.02896015438118
2005-12-01 9.07611560854079
2006-01-01 9.16225460966297
2006-02-01 9.26041552302765
2006-03-01 9.14980738858415
2006-04-01 9.19333607758049
2006-05-01 9.18953266793854
2006-06-01 9.36776834085685
2006-07-01 9.13111718466617
2006-08-01 9.13977890950542
2006-09-01 9.13166158838395
2006-10-01 9.08536911305824
2006-11-01 9.10651865075845
2006-12-01 9.17897930674338
2007-01-01 8.95403186436356
2007-02-01 8.95264480709961
2007-03-01 8.86171147851545
2007-04-01 8.79217073589627
2007-05-01 8.89700541485420
2007-06-01 8.98089655715016
2007-07-01 9.02275082452158
2007-08-01 9.03646307788805
2007-09-01 9.05618327379600
2007-10-01 9.06779998251579
2007-11-01 9.18505504835151
2007-12-01 9.28755447821280
2008-01-01 9.35666911928277
2008-02-01 9.34688577052534
2008-03-01 9.37621327023666
2008-04-01 9.28721327780690
2008-05-01 9.29275029304127
2008-06-01 9.19495277414774
2008-07-01 9.40929367054848
2008-08-01 9.53232329176016
2008-09-01 9.47239203947308
2008-10-01 9.45423066017782
2008-11-01 9.47504621699893
2008-12-01 9.40092526524002
2009-01-01 9.25993298801931
2009-02-01 9.25191225286233
2009-03-01 9.18299749115999
2009-04-01 9.18120290891419
2009-05-01 9.18546510644993
2009-06-01 9.00358249844241
2009-07-01 8.99544250967520
2009-08-01 8.92531869693029
2009-09-01 8.87403302315650
2009-10-01 8.94689386030442
2009-11-01 8.87365453873894
2009-12-01 8.81784727389964
2010-01-01 8.86992081242094
2010-02-01 8.86206185078799
2010-03-01 8.88800878867247
2010-04-01 8.97373791418700
2010-05-01 8.97016493353225
2010-06-01 9.00979076033552
2010-07-01 8.98749561534317
2010-08-01 8.91327386182934
2010-09-01 8.86386021096209
2010-10-01 9.03976849742928
2010-11-01 8.88582385707188
2010-12-01 8.94000960070015
2011-01-01 9.27312687151021
2011-02-01 9.27740848417895
2011-03-01 9.29743259798646
2011-04-01 9.26319017473721
2011-05-01 9.25232722380750
2011-06-01 9.20692555360394
2011-07-01 9.28635122974971
2011-08-01 9.30092516031699
2011-09-01 9.34677388633580
2011-10-01 9.33812143400166
2011-11-01 9.40203557262481
2011-12-01 9.46097178745808
2012-01-01 9.47490222448780
2012-02-01 9.48768966945740
2012-03-01 9.60930137888324
2012-04-01 9.65566366757753
2012-05-01 9.73309951001876
2012-06-01 9.90590366682809
2012-07-01 9.88394279055922
2012-08-01 9.98907989346445
2012-09-01 10.02743826440920
2012-10-01 9.94376366238452
2012-11-01 10.12094925427580
2012-12-01 10.07732948307170
2013-01-01 10.06973124716750
2013-02-01 10.09662143752420
2013-03-01 10.12373376585230
2013-04-01 10.14914477658980
2013-05-01 10.21571337924560
2013-06-01 10.30128665888980
2013-07-01 10.37908728360000
2013-08-01 10.57601268065730
2013-09-01 10.62099821536990
2013-10-01 10.65354751901680
2013-11-01 10.63517669188970
2013-12-01 10.69146221429540
2014-01-01 10.76480156281450
2014-02-01 10.79732841076940
2014-03-01 10.83562955563550
2014-04-01 10.94658963319640
2014-05-01 10.99476888102360
2014-06-01 10.90166103279240
2014-07-01 10.87296643911220
2014-08-01 10.86129562838580
2014-09-01 10.92524522368510
2014-10-01 10.96293013718860
2014-11-01 10.94739394309680
2014-12-01 11.01027556472490
2015-01-01 11.05708747686360
2015-02-01 11.09480688139390
2015-03-01 11.14217224915270
2015-04-01 11.14302284485020
2015-05-01 11.17150529183140
2015-06-01 11.20031218642720
2015-07-01 11.26515736406890
2015-08-01 11.25286666419640
2015-09-01 11.34286858754140
2015-10-01 11.37250495012240
2015-11-01 11.45335027233180
2015-12-01 11.52776690471830
2016-01-01 11.54721603259290
2016-02-01 11.59108652513790
2016-03-01 11.53728845443320
2016-04-01 11.64937814587750
2016-05-01 11.65016177104620
2016-06-01 11.70369995359430
2016-07-01 11.75814734874440
2016-08-01 11.74167651821740
2016-09-01 11.65888814496560
2016-10-01 11.58466594900160
2016-11-01 11.75356479465790
2016-12-01 11.93985648515760
2017-01-01 11.83832244382000
2017-02-01 11.89190488150900
2017-03-01 11.93329768911960
2017-04-01 11.95898825420680
2017-05-01 12.03645048618370
2017-06-01 12.10402101926150
2017-07-01 12.15121380761300
2017-08-01 12.32878504583890
2017-09-01 12.37335116613740
2017-10-01 12.39584365872470
2017-11-01 12.43952877597490
2017-12-01 12.44220153739180
2018-01-01 12.43803473701180
2018-02-01 12.70219212767870
2018-03-01 12.83088876323220
2018-04-01 13.07839919129870
2018-05-01 12.93031803214460
2018-06-01 12.80378583951120
2018-07-01 12.94630375887670
2018-08-01 12.90801255529380
2018-09-01 12.87476876434160
2018-10-01 13.20160125916690
2018-11-01 13.12193708992540
2018-12-01 13.14054281426170
2019-01-01 13.24748903648060
2019-02-01 13.11658577917680
2019-03-01 13.13574229186880
2019-04-01 13.09347920513240
2019-05-01 13.13578817129480
2019-06-01 13.10178319136430
2019-07-01 13.13605327418730
2019-08-01 13.19336670026390
2019-09-01 13.17199860532640
2019-10-01 13.19666128068210
2019-11-01 13.20024425308950
2019-12-01 13.33189811007740
2020-01-01 13.46713103035130
2020-02-01 13.53417387888360
2020-03-01 12.94184612974060
2020-04-01 4.90905477780566
2020-05-01 4.94924340996287
2020-06-01 5.69842132309936
2020-07-01 5.72457083850713
2020-08-01 5.07711730256494
2020-09-01 6.76634089334780
2020-10-01 8.98929162081825
2020-11-01 9.18164920176567
2020-12-01 7.52584667524824
2021-01-01 5.78749357031928
2021-02-01 8.34082625576608
2021-03-01 8.85289461710954
2021-04-01 9.21433185749915
2021-05-01 9.47142974805056
2021-06-01 9.79501667844181
2021-07-01 10.21180789328980
2021-08-01 10.36934006124170
2021-09-01 10.46816951451680
2021-10-01 11.17658656166900
2021-11-01 11.25898517098000
2021-12-01 11.42104334410470
2022-01-01 11.21015404688360
2022-02-01 11.44224763980760
2022-03-01 11.46038631949710
2022-04-01 11.51390800670930
2022-05-01 11.48959506843790
2022-06-01 11.59694402915260
2022-07-01 11.70537201178780
2022-08-01 11.76738546404460
2022-09-01 11.97079970054190
2022-10-01 11.96450971336080
2022-11-01 11.93734859060560
2022-12-01 12.02547944557790
2023-01-01 12.02457748564180
2023-02-01 12.13554204615700
2023-03-01 12.26148492222870
2023-04-01 12.30246729722690
2023-05-01 12.40791820698470
2023-06-01 12.50577731785930
2023-07-01 12.50388522412710
2023-08-01 12.57958587901540
2023-09-01 12.57646809149810
2023-10-01 12.54782291361670
2023-11-01 12.61782310554670
2023-12-01 12.62781019930030
2024-01-01 12.73399419758800
2024-02-01 12.72941255161570
2024-03-01 12.65676468922060
2024-04-01 12.49105612912780
2024-05-01 12.61728381348850
2024-06-01 12.61836394323740
2024-07-01 12.60817021532930
2024-08-01 12.59269714871850
2024-09-01 12.58156565771860
2024-10-01 12.83812333579570
2024-11-01 12.70372197466580
2024-12-01 12.73134576360500
2025-01-01 12.63256107410340
2025-02-01 12.82109109818400
2025-03-01 12.85259075244150
2025-04-01 12.97941795558260
2025-05-01 13.02443893538900
2025-06-01 13.03101842601500
2025-07-01 13.11416013452550
2025-08-01 13.10530589738520
2025-09-01 13.18646236219400
2025-10-01 13.23090804446830
2025-11-01 13.29182035337750
2025-12-01 13.22917548999190
2026-01-01 13.23318970730090
2026-02-01 13.21801650730860
2026-03-01 13.34961454107530
2026-04-01 13.27347068528990
2026-05-01 13.22480333737330
2026-06-01 13.24105893945430

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