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 2025-12-01
Last Updated 2026-01-28 3:28 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 7.88887723827560
1990-02-01 7.89702656712138
1990-03-01 7.92890856054376
1990-04-01 8.17164039638105
1990-05-01 8.04806778253488
1990-06-01 8.02139055471466
1990-07-01 7.99358607524703
1990-08-01 7.94256967770178
1990-09-01 7.99423966741258
1990-10-01 7.99041689182179
1990-11-01 8.12994264771213
1990-12-01 8.08331925072397
1991-01-01 8.19926018509123
1991-02-01 8.20624443202294
1991-03-01 8.23483576396281
1991-04-01 8.16914805468782
1991-05-01 8.13685807525132
1991-06-01 8.11160454227882
1991-07-01 8.39388050328732
1991-08-01 8.34398482272370
1991-09-01 8.29198302098001
1991-10-01 8.29054654535522
1991-11-01 8.23065302399839
1991-12-01 8.27509049022347
1992-01-01 8.31754066501717
1992-02-01 8.32208533205008
1992-03-01 8.34355084902578
1992-04-01 8.26709813900205
1992-05-01 8.11936287006793
1992-06-01 8.19637206420049
1992-07-01 8.29251446402347
1992-08-01 8.34068505358320
1992-09-01 8.38918094442398
1992-10-01 8.38991492711743
1992-11-01 8.43967258050227
1992-12-01 8.35767502672443
1993-01-01 8.33807145431762
1993-02-01 8.45049357273446
1993-03-01 8.35822350740578
1993-04-01 8.46434851691544
1993-05-01 8.49335250376242
1993-06-01 8.57495780654821
1993-07-01 8.39009215307099
1993-08-01 8.33729989313215
1993-09-01 8.28846786619495
1993-10-01 8.39374179832085
1993-11-01 8.23972562826097
1993-12-01 8.34006097615056
1994-01-01 8.26576285181076
1994-02-01 8.17805006727599
1994-03-01 8.28433226059219
1994-04-01 8.25880489724281
1994-05-01 8.26266137291743
1994-06-01 8.24352724611544
1994-07-01 8.18918080553781
1994-08-01 8.13696088250154
1994-09-01 8.19332495809077
1994-10-01 8.09010384557710
1994-11-01 8.25096466325614
1994-12-01 8.21711965940077
1995-01-01 8.28799543557561
1995-02-01 8.30486071384749
1995-03-01 8.31602567215960
1995-04-01 8.24835090847470
1995-05-01 8.23241400783797
1995-06-01 8.21035323368246
1995-07-01 8.39299346243106
1995-08-01 8.34148459087713
1995-09-01 8.29525487688521
1995-10-01 8.09670701441403
1995-11-01 8.14993638966673
1995-12-01 8.19939842476946
1996-01-01 8.21323274128881
1996-02-01 8.11315436248046
1996-03-01 8.14316152241805
1996-04-01 8.14072155423099
1996-05-01 8.21169871238410
1996-06-01 8.28690488225777
1996-07-01 8.29617348943375
1996-08-01 8.34429775097495
1996-09-01 8.29724578433636
1996-10-01 8.39601404341287
1996-11-01 8.46015462671060
1996-12-01 8.38111883887003
1997-01-01 8.33478326467990
1997-02-01 8.30826921465211
1997-03-01 8.36158001105595
1997-04-01 8.63589518952304
1997-05-01 8.60304097191753
1997-06-01 8.47490406436688
1997-07-01 8.39505434163533
1997-08-01 8.35042438024021
1997-09-01 8.39689996923788
1997-10-01 8.49700674140740
1997-11-01 8.45682243586657
1997-12-01 8.56924382361248
1998-01-01 8.76161100699237
1998-02-01 8.69537826679710
1998-03-01 8.67331445640883
1998-04-01 8.83238275451168
1998-05-01 8.40241707653065
1998-06-01 8.86955240380820
1998-07-01 8.78784331788082
1998-08-01 8.85905819246116
1998-09-01 8.89383469410559
1998-10-01 8.79290077303544
1998-11-01 8.86011285257091
1998-12-01 8.86198838531481
1999-01-01 8.77755882757743
1999-02-01 8.88865124784899
1999-03-01 8.87891109588827
1999-04-01 8.83040517621424
1999-05-01 8.90766085751419
1999-06-01 8.86722077109311
1999-07-01 8.97556606851491
1999-08-01 9.06790241234045
1999-09-01 9.08430801315389
1999-10-01 9.19616895291416
1999-11-01 9.15266179039737
1999-12-01 9.26143341518870
2000-01-01 9.29177969306098
2000-02-01 9.39337260676195
2000-03-01 9.37716286603094
2000-04-01 9.33053982647688
2000-05-01 9.31408366668121
2000-06-01 9.36780469086540
2000-07-01 9.45868442415441
2000-08-01 9.36873963036081
2000-09-01 9.37314133767108
2000-10-01 9.70021575031121
2000-11-01 9.65251213212050
2000-12-01 9.66559571217216
2001-01-01 9.69557871666306
2001-02-01 9.71078246131798
2001-03-01 9.77005410436025
2001-04-01 9.82843162777512
2001-05-01 9.82404573576131
2001-06-01 9.86547285071479
2001-07-01 9.83869678807874
2001-08-01 9.96884255848718
2001-09-01 9.76483241432325
2001-10-01 9.60468218842939
2001-11-01 9.64984938043205
2001-12-01 9.57179482280405
2002-01-01 9.59842523289540
2002-02-01 9.53882847218214
2002-03-01 9.45896191259933
2002-04-01 9.41940030486758
2002-05-01 9.43228777016376
2002-06-01 9.35748693205491
2002-07-01 9.32797003728381
2002-08-01 9.26496311917118
2002-09-01 9.26415685576174
2002-10-01 9.30610298966272
2002-11-01 9.35553756378330
2002-12-01 9.17993461301337
2003-01-01 9.08984104725529
2003-02-01 9.06057019681925
2003-03-01 9.05069156203137
2003-04-01 9.10671573969690
2003-05-01 9.14100284089592
2003-06-01 9.15117954432054
2003-07-01 9.02706540153387
2003-08-01 9.26149627261420
2003-09-01 9.17052504748706
2003-10-01 9.10528003341423
2003-11-01 9.15458645467821
2003-12-01 9.18248075289942
2004-01-01 9.18261987120916
2004-02-01 9.17041958939789
2004-03-01 9.24668447458135
2004-04-01 9.19659891109403
2004-05-01 9.15267459694064
2004-06-01 9.14937181525637
2004-07-01 9.23236239435748
2004-08-01 9.15326276266557
2004-09-01 9.18672287451074
2004-10-01 9.10321491058998
2004-11-01 9.04840893481100
2004-12-01 9.08054371807171
2005-01-01 9.06951029109791
2005-02-01 9.06758652444246
2005-03-01 9.14418475097599
2005-04-01 9.09416210149762
2005-05-01 9.07347374642029
2005-06-01 9.05606840807965
2005-07-01 8.93279800788714
2005-08-01 9.04755568082575
2005-09-01 9.00651741609897
2005-10-01 9.09723562345119
2005-11-01 9.02893508715780
2005-12-01 9.07609276856603
2006-01-01 9.16223426922188
2006-02-01 9.26039717403409
2006-03-01 9.14980172696954
2006-04-01 9.19333362668267
2006-05-01 9.18953272422528
2006-06-01 9.36776623269231
2006-07-01 9.13114105310347
2006-08-01 9.13982116819644
2006-09-01 9.13165896221382
2006-10-01 9.08536314971197
2006-11-01 9.10650934011621
2006-12-01 9.17896623475050
2007-01-01 8.95402364819208
2007-02-01 8.95263748161229
2007-03-01 8.86171170808709
2007-04-01 8.79216996157146
2007-05-01 8.89700690081419
2007-06-01 8.98089673742121
2007-07-01 9.02276437967056
2007-08-01 9.03647229567268
2007-09-01 9.05618317069118
2007-10-01 9.06780062730218
2007-11-01 9.18504999507744
2007-12-01 9.28754702760898
2008-01-01 9.35666679975368
2008-02-01 9.34688533546287
2008-03-01 9.37621507425330
2008-04-01 9.28721117624711
2008-05-01 9.29274863571529
2008-06-01 9.19494764981331
2008-07-01 9.40929732785464
2008-08-01 9.53233413896815
2008-09-01 9.47239454710270
2008-10-01 9.45423833815384
2008-11-01 9.47504188321471
2008-12-01 9.40091696824485
2009-01-01 9.25992546320902
2009-02-01 9.25190921014171
2009-03-01 9.18300058216486
2009-04-01 9.18120750029717
2009-05-01 9.18547495026576
2009-06-01 9.00354942673030
2009-07-01 8.99545475011360
2009-08-01 8.92533728443651
2009-09-01 8.87403690174736
2009-10-01 8.94693681386163
2009-11-01 8.87362137631707
2009-12-01 8.81782921036012
2010-01-01 8.86989554070084
2010-02-01 8.86204499813443
2010-03-01 8.88801014089518
2010-04-01 8.97376177094324
2010-05-01 8.97020446937407
2010-06-01 9.00973699054638
2010-07-01 8.98750885839889
2010-08-01 8.91333081721005
2010-09-01 8.86386748222220
2010-10-01 9.03983539048691
2010-11-01 8.88574990759354
2010-12-01 8.93996273807403
2011-01-01 9.27307732497763
2011-02-01 9.27736287000591
2011-03-01 9.29739041415804
2011-04-01 9.26315687595620
2011-05-01 9.25267367304149
2011-06-01 9.20678015736609
2011-07-01 9.28633296720813
2011-08-01 9.30101945540870
2011-09-01 9.34678549957126
2011-10-01 9.33819279717428
2011-11-01 9.40190599452085
2011-12-01 9.46088759933769
2012-01-01 9.47481713690751
2012-02-01 9.48760942299136
2012-03-01 9.60921639248875
2012-04-01 9.65557844607125
2012-05-01 9.73375778471390
2012-06-01 9.90571394897927
2012-07-01 9.88390046741713
2012-08-01 9.98922733328246
2012-09-01 10.02747840795570
2012-10-01 9.94381427166108
2012-11-01 10.12076709174800
2012-12-01 10.07715847609970
2013-01-01 10.06955427844390
2013-02-01 10.09645549084890
2013-03-01 10.12358628209590
2013-04-01 10.14902627397450
2013-05-01 10.21673157877330
2013-06-01 10.30112929424030
2013-07-01 10.37911034304350
2013-08-01 10.57622457973600
2013-09-01 10.62111376019380
2013-10-01 10.65358266568120
2013-11-01 10.63500299387480
2013-12-01 10.69086652468170
2014-01-01 10.76447758378180
2014-02-01 10.79700505991410
2014-03-01 10.83542612769490
2014-04-01 10.94657946062850
2014-05-01 10.99601356949000
2014-06-01 10.90178267580910
2014-07-01 10.87319588190410
2014-08-01 10.86164720400690
2014-09-01 10.92546455118270
2014-10-01 10.96292884992640
2014-11-01 10.94726783904760
2014-12-01 11.00923075529300
2015-01-01 11.05598368313580
2015-02-01 11.09427471343970
2015-03-01 11.14175415777670
2015-04-01 11.14345415787580
2015-05-01 11.17244319626090
2015-06-01 11.20227869201350
2015-07-01 11.26532024382930
2015-08-01 11.25329882126370
2015-09-01 11.34319595630700
2015-10-01 11.37228491320730
2015-11-01 11.45307170066130
2015-12-01 11.52619961027250
2016-01-01 11.54362718958810
2016-02-01 11.59070450164570
2016-03-01 11.53729564490220
2016-04-01 11.65109623917460
2016-05-01 11.65131071582810
2016-06-01 11.70822968487000
2016-07-01 11.75848345478690
2016-08-01 11.74198119584090
2016-09-01 11.65880120709430
2016-10-01 11.58344130717500
2016-11-01 11.75198560603590
2016-12-01 11.93698879953180
2017-01-01 11.83156750851110
2017-02-01 11.89180336555020
2017-03-01 11.93482750221130
2017-04-01 11.96365765551010
2017-05-01 12.03946602936490
2017-06-01 12.11167630796440
2017-07-01 12.15182556804240
2017-08-01 12.32825632376610
2017-09-01 12.37253661111530
2017-10-01 12.39193387211390
2017-11-01 12.43542555279520
2017-12-01 12.43568632475090
2018-01-01 12.42706524868770
2018-02-01 12.70287379970130
2018-03-01 12.83583626638520
2018-04-01 13.08805849772830
2018-05-01 12.94175539297040
2018-06-01 12.81232866999270
2018-07-01 12.94657682853300
2018-08-01 12.90626936592150
2018-09-01 12.87029886549670
2018-10-01 13.19335987870230
2018-11-01 13.11582839164200
2018-12-01 13.12683719833990
2019-01-01 13.23284293447810
2019-02-01 13.11994102713610
2019-03-01 13.14573682467800
2019-04-01 13.10937653492910
2019-05-01 13.15700084891880
2019-06-01 13.11146535596490
2019-07-01 13.13537226272510
2019-08-01 13.18933553237600
2019-09-01 13.16394195881720
2019-10-01 13.18287516566290
2019-11-01 13.19133374323010
2019-12-01 13.31073998498970
2020-01-01 13.44811214305070
2020-02-01 13.54117465029820
2020-03-01 12.95820165409470
2020-04-01 4.93178925859000
2020-05-01 4.98102363706394
2020-06-01 5.70804257290508
2020-07-01 5.72300029519718
2020-08-01 5.07073772789075
2020-09-01 6.75407366443052
2020-10-01 8.97026051531771
2020-11-01 9.16907527464137
2020-12-01 7.49772247018766
2021-01-01 5.76613801829377
2021-02-01 8.35061516022021
2021-03-01 8.87304526880922
2021-04-01 9.25031241504541
2021-05-01 9.50675439267089
2021-06-01 9.80404092595067
2021-07-01 10.21005820803780
2021-08-01 10.36144766417890
2021-09-01 10.45526052407920
2021-10-01 11.14865622499490
2021-11-01 11.24694459512270
2021-12-01 11.38584498034580
2022-01-01 11.18240581980090
2022-02-01 11.45518353126610
2022-03-01 11.48198257826170
2022-04-01 11.57233953544980
2022-05-01 11.52492204702160
2022-06-01 11.59855711074890
2022-07-01 11.70662865344670
2022-08-01 11.75790761364700
2022-09-01 11.95764316218700
2022-10-01 11.92786771344960
2022-11-01 11.93010176398410
2022-12-01 11.98204731065870
2023-01-01 11.98915681434290
2023-02-01 12.15053450861340
2023-03-01 12.28439478432420
2023-04-01 12.38943533289440
2023-05-01 12.43488452477400
2023-06-01 12.49817136370400
2023-07-01 12.50821561039040
2023-08-01 12.56878814050930
2023-09-01 12.56665193338470
2023-10-01 12.50304361635600
2023-11-01 12.61737559258320
2023-12-01 12.57843291438030
2024-01-01 12.68809535856240
2024-02-01 12.74619951640200
2024-03-01 12.68257786576450
2024-04-01 12.60375225758530
2024-05-01 12.63543462435880
2024-06-01 12.59861666085180
2024-07-01 12.61659636984040
2024-08-01 12.58047368825330
2024-09-01 12.57452201310860
2024-10-01 12.68923054167970
2024-11-01 12.60815155504710
2024-12-01 12.67733587212520
2025-01-01 12.68056978946880
2025-02-01 12.53765062970710
2025-03-01 12.68100482283890
2025-04-01 12.71344318750420
2025-05-01 12.83366729920910
2025-06-01 12.90076849300810
2025-07-01 12.92447007741450
2025-08-01 12.99301319350260
2025-09-01 12.98311451796030
2025-10-01 13.27813923301580
2025-11-01 13.30202884911540
2025-12-01 13.27153049266610

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