Federal Reserve Economic Data

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

Title All Employees: Other Services in Oakland-Fremont-Berkeley, CA (MD)
Series ID SMU06360848000000001SA
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 2025-09-01
Last Updated 2025-12-12 3:49 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 26.8851249375867
1990-02-01 26.5396118967933
1990-03-01 26.5168196434173
1990-04-01 27.6172036104752
1990-05-01 27.5251737964728
1990-06-01 27.6889092241925
1990-07-01 27.7642761438576
1990-08-01 27.7598562090857
1990-09-01 27.9931257218159
1990-10-01 28.8968936084018
1990-11-01 28.8545045534570
1990-12-01 28.8567901225723
1991-01-01 29.4920424087691
1991-02-01 28.4453171477814
1991-03-01 28.4273158354166
1991-04-01 27.9137807480700
1991-05-01 27.9091059283374
1991-06-01 27.8838304314187
1991-07-01 27.7510962512017
1991-08-01 27.6449247002528
1991-09-01 27.4969093839081
1991-10-01 27.6045647593170
1991-11-01 27.5553361958237
1991-12-01 27.5792776082324
1992-01-01 27.4132679070092
1992-02-01 27.4556995245791
1992-03-01 27.4387754935185
1992-04-01 27.4156975877905
1992-05-01 27.4742812612361
1992-06-01 27.2620400593830
1992-07-01 27.3289467443363
1992-08-01 27.4080981308077
1992-09-01 27.5061278276527
1992-10-01 27.4293763480639
1992-11-01 27.4668265650488
1992-12-01 27.5089684842576
1993-01-01 27.6331909288345
1993-02-01 27.7759273139737
1993-03-01 27.6571170178747
1993-04-01 27.9202436946794
1993-05-01 27.9213504648004
1993-06-01 28.0353568043066
1993-07-01 27.9129732058379
1993-08-01 27.8671070865002
1993-09-01 27.6993790589969
1993-10-01 27.9619102420870
1993-11-01 27.9684624257416
1993-12-01 27.9388384514680
1994-01-01 28.5640292385475
1994-02-01 28.3006651613831
1994-03-01 28.4832894144885
1994-04-01 28.5354018623144
1994-05-01 28.5699253141175
1994-06-01 28.4771514075592
1994-07-01 28.8071198107077
1994-08-01 28.8372967253942
1994-09-01 29.0970333594753
1994-10-01 28.5907419310558
1994-11-01 28.9621604929238
1994-12-01 28.8433062379762
1995-01-01 28.8940760112763
1995-02-01 29.0374244876322
1995-03-01 29.1077797470502
1995-04-01 29.0537865688155
1995-05-01 29.1386664467030
1995-06-01 29.3249089997417
1995-07-01 29.7157629077661
1995-08-01 29.5244863575697
1995-09-01 29.4713111976924
1995-10-01 29.3930532757537
1995-11-01 29.4399514063232
1995-12-01 29.7299980748497
1996-01-01 29.9353870131140
1996-02-01 29.7826237604827
1996-03-01 29.8279848555033
1996-04-01 29.9903829921178
1996-05-01 30.1358629226895
1996-06-01 30.5656108512370
1996-07-01 30.0191994366665
1996-08-01 30.1177287420183
1996-09-01 30.1455031211223
1996-10-01 30.1724588438448
1996-11-01 30.3268734832967
1996-12-01 30.1842182472152
1997-01-01 30.1760026582746
1997-02-01 30.3466005442632
1997-03-01 30.3654382030285
1997-04-01 30.3148297863204
1997-05-01 30.4385258196729
1997-06-01 30.4287134950948
1997-07-01 30.3116699066813
1997-08-01 30.3035351871618
1997-09-01 30.4180585446655
1997-10-01 30.4312083167015
1997-11-01 30.6137351959467
1997-12-01 30.8452084231466
1998-01-01 30.6288435218339
1998-02-01 30.4114495211822
1998-03-01 31.2153676109271
1998-04-01 30.8320617546003
1998-05-01 30.7439755484023
1998-06-01 30.8857102111456
1998-07-01 30.7773578875012
1998-08-01 30.8880915258852
1998-09-01 31.0115572440644
1998-10-01 29.7940562355611
1998-11-01 29.7165597782408
1998-12-01 29.7070025401416
1999-01-01 30.7699036800383
1999-02-01 30.7665031247631
1999-03-01 30.8679405864466
1999-04-01 30.7348868841540
1999-05-01 30.8634086492196
1999-06-01 30.6679776084372
1999-07-01 31.1087943158242
1999-08-01 31.1553469006716
1999-09-01 31.3101236851199
1999-10-01 31.3712351257612
1999-11-01 31.3239264332836
1999-12-01 31.5132738454032
2000-01-01 31.4018625752901
2000-02-01 31.3957865104533
2000-03-01 31.5122298408210
2000-04-01 31.7415140655369
2000-05-01 31.7757382733182
2000-06-01 31.7368505032123
2000-07-01 32.3277619028957
2000-08-01 32.0275588127519
2000-09-01 31.7187991199587
2000-10-01 32.0695635907156
2000-11-01 32.1450706493405
2000-12-01 32.3373542531305
2001-01-01 34.2298935474131
2001-02-01 34.4223648727658
2001-03-01 34.7433044046642
2001-04-01 35.1158844973780
2001-05-01 35.4693537530113
2001-06-01 35.8077125131175
2001-07-01 35.9527799328480
2001-08-01 36.2140920795600
2001-09-01 36.2227359351220
2001-10-01 36.7814304333978
2001-11-01 37.0742252895907
2001-12-01 37.3892358248186
2002-01-01 37.5638295025798
2002-02-01 37.7446772875615
2002-03-01 37.6520498604819
2002-04-01 37.5768605194035
2002-05-01 37.5347584448341
2002-06-01 37.6474729653754
2002-07-01 38.1018854047415
2002-08-01 38.1419039111395
2002-09-01 38.1448264230839
2002-10-01 37.8834663323582
2002-11-01 38.2123468815982
2002-12-01 37.8429199370529
2003-01-01 38.1865700793873
2003-02-01 38.1565958020571
2003-03-01 37.8514410524118
2003-04-01 37.7287053817897
2003-05-01 37.6847741063661
2003-06-01 37.6979147669131
2003-07-01 36.9787312396330
2003-08-01 37.2784000972680
2003-09-01 37.1601592429040
2003-10-01 37.1858314341897
2003-11-01 37.1518226199000
2003-12-01 37.0012419746126
2004-01-01 36.7903279191643
2004-02-01 36.8559236165413
2004-03-01 37.1371676796715
2004-04-01 37.2014744590442
2004-05-01 36.9275691386678
2004-06-01 36.7603033303754
2004-07-01 36.6740705146841
2004-08-01 36.4180113146985
2004-09-01 36.5027157015952
2004-10-01 36.0751846881194
2004-11-01 35.7678758812495
2004-12-01 35.8289716867629
2005-01-01 35.5939777575630
2005-02-01 35.4564832807636
2005-03-01 35.5240866757143
2005-04-01 35.8699627570049
2005-05-01 35.4776209278377
2005-06-01 35.6601427216735
2005-07-01 35.5810273295470
2005-08-01 35.4435161173513
2005-09-01 35.4552501024071
2005-10-01 35.7664596228884
2005-11-01 35.5629484759505
2005-12-01 35.6212751489945
2006-01-01 35.8818006357329
2006-02-01 35.8684218192560
2006-03-01 35.6248443478193
2006-04-01 35.8394489314287
2006-05-01 36.1409764728925
2006-06-01 36.2762041810199
2006-07-01 35.7998952672284
2006-08-01 35.9647898739343
2006-09-01 36.0437576246358
2006-10-01 35.8320628116666
2006-11-01 35.9162929357757
2006-12-01 35.9066132096816
2007-01-01 35.9465627100867
2007-02-01 36.0823296795567
2007-03-01 36.1430538557362
2007-04-01 35.8226606060652
2007-05-01 35.9276991865716
2007-06-01 35.9040980355153
2007-07-01 36.3163262065746
2007-08-01 36.3774507578146
2007-09-01 36.3233902526508
2007-10-01 36.2856123113736
2007-11-01 36.5625536055324
2007-12-01 36.5972925563502
2008-01-01 36.3976729649696
2008-02-01 36.5980182931576
2008-03-01 36.4650584138479
2008-04-01 36.4087198610795
2008-05-01 36.2434953621192
2008-06-01 36.2424446248418
2008-07-01 36.1233015946836
2008-08-01 35.9926894018355
2008-09-01 35.7769257053802
2008-10-01 35.7212019492064
2008-11-01 35.5993925078130
2008-12-01 35.6010425702248
2009-01-01 35.3809670638816
2009-02-01 35.0204350878755
2009-03-01 34.7824488067540
2009-04-01 35.0940752930660
2009-05-01 34.9573966036965
2009-06-01 34.5624503594196
2009-07-01 34.3326320640381
2009-08-01 34.4140604393371
2009-09-01 34.2847757669120
2009-10-01 34.4653920471643
2009-11-01 34.5801935313813
2009-12-01 34.3051219684941
2010-01-01 34.5809193165322
2010-02-01 34.4279983452915
2010-03-01 34.6917715000757
2010-04-01 34.6686813606277
2010-05-01 34.8777183267115
2010-06-01 35.1837051169887
2010-07-01 35.2513178532103
2010-08-01 35.1243171849307
2010-09-01 35.0554755013987
2010-10-01 35.4252419164295
2010-11-01 35.1832121361306
2010-12-01 35.3394191032213
2011-01-01 35.4855325770266
2011-02-01 35.4077912662625
2011-03-01 35.1949929875223
2011-04-01 35.8614431835858
2011-05-01 35.3787468834760
2011-06-01 35.4767286755759
2011-07-01 35.7806944265587
2011-08-01 35.7269497115223
2011-09-01 36.1189600877834
2011-10-01 36.0225853816783
2011-11-01 36.1224896522287
2011-12-01 36.0686226876655
2012-01-01 35.8777251791624
2012-02-01 36.0601071032131
2012-03-01 36.1846745046022
2012-04-01 36.1533814554152
2012-05-01 36.4822774449724
2012-06-01 36.7930486504916
2012-07-01 36.2997677828751
2012-08-01 36.4172713536028
2012-09-01 36.4835677809221
2012-10-01 36.4553136593946
2012-11-01 36.5548842563978
2012-12-01 36.6928234522178
2013-01-01 36.4654032660009
2013-02-01 36.9089106457171
2013-03-01 36.8829305723733
2013-04-01 36.8541809919989
2013-05-01 36.5758924985676
2013-06-01 36.7828460285729
2013-07-01 36.8965605996679
2013-08-01 37.1997869385515
2013-09-01 37.2948673578647
2013-10-01 37.2139149289951
2013-11-01 37.1908298579355
2013-12-01 37.2000064793162
2014-01-01 37.4300917573584
2014-02-01 37.4687225231019
2014-03-01 37.4971064560876
2014-04-01 37.9409073203605
2014-05-01 37.5749479536710
2014-06-01 37.5766879986211
2014-07-01 37.2792613427544
2014-08-01 37.3607892511871
2014-09-01 37.4291979075675
2014-10-01 37.4715654779108
2014-11-01 37.5006277680125
2014-12-01 37.6315114756071
2015-01-01 37.6942170721257
2015-02-01 37.6550204229390
2015-03-01 37.8096611750061
2015-04-01 37.8392613176464
2015-05-01 38.0672906261962
2015-06-01 37.9442767091109
2015-07-01 38.1306708598650
2015-08-01 38.0339747090095
2015-09-01 38.3930890605015
2015-10-01 38.6179394069141
2015-11-01 38.7001800957492
2015-12-01 38.8592415660502
2016-01-01 38.9590794370504
2016-02-01 38.9600529440714
2016-03-01 38.8239862517143
2016-04-01 38.9513256778432
2016-05-01 38.8627533434777
2016-06-01 39.1193500024556
2016-07-01 39.2625175506824
2016-08-01 39.4029466444566
2016-09-01 39.0400403657507
2016-10-01 39.1508384329581
2016-11-01 39.2909726296936
2016-12-01 39.5036435398520
2017-01-01 39.6472732969033
2017-02-01 39.7689825641897
2017-03-01 39.8309817715825
2017-04-01 40.2795078367747
2017-05-01 40.1523440386192
2017-06-01 40.2871277668886
2017-07-01 40.2849545660004
2017-08-01 40.5836159109971
2017-09-01 40.4779797833901
2017-10-01 40.4731893730486
2017-11-01 40.5823490433204
2017-12-01 40.4481142209924
2018-01-01 40.4538866304026
2018-02-01 40.6725780111092
2018-03-01 40.9258160751260
2018-04-01 40.9098449729257
2018-05-01 40.9455169747450
2018-06-01 40.8630596126860
2018-07-01 40.9319666208411
2018-08-01 40.8650027660567
2018-09-01 40.6937795753376
2018-10-01 41.5798649480374
2018-11-01 41.2660274126217
2018-12-01 41.3000217282606
2019-01-01 41.2852702974882
2019-02-01 41.0564714464461
2019-03-01 40.9995129343164
2019-04-01 40.9430956369617
2019-05-01 41.0332332579903
2019-06-01 41.1575021663262
2019-07-01 41.4009046394737
2019-08-01 41.2874109311694
2019-09-01 41.1996475557513
2019-10-01 41.1607693591261
2019-11-01 41.1346840931402
2019-12-01 41.3208155730107
2020-01-01 41.7227165882346
2020-02-01 41.7354402702672
2020-03-01 40.7903258751912
2020-04-01 27.4791515006211
2020-05-01 28.3139304981912
2020-06-01 29.1616105814704
2020-07-01 28.9899410925802
2020-08-01 29.0230206779934
2020-09-01 30.6984135718049
2020-10-01 33.7346487908733
2020-11-01 33.7981111489871
2020-12-01 32.2302526475861
2021-01-01 30.4521326547815
2021-02-01 32.7027828398787
2021-03-01 33.3904932885038
2021-04-01 34.7024488672510
2021-05-01 34.9072604415653
2021-06-01 35.1883461545797
2021-07-01 36.4725442397966
2021-08-01 36.6627560260313
2021-09-01 36.8078676377294
2021-10-01 38.2920254187344
2021-11-01 38.5700711404873
2021-12-01 39.0194562284861
2022-01-01 38.4772403541638
2022-02-01 38.7913360720041
2022-03-01 38.8028770149790
2022-04-01 38.6063552650953
2022-05-01 38.3902143899539
2022-06-01 38.8110650243105
2022-07-01 39.0771489128030
2022-08-01 39.2815635665136
2022-09-01 39.6197059904614
2022-10-01 39.8610173382959
2022-11-01 40.0500092153928
2022-12-01 40.2070750488751
2023-01-01 40.1990641145020
2023-02-01 40.4900445829674
2023-03-01 40.4022123635429
2023-04-01 40.6985352731338
2023-05-01 40.8763063048591
2023-06-01 41.9442470532963
2023-07-01 41.9820548515695
2023-08-01 41.9919206097124
2023-09-01 42.2324655876921
2023-10-01 42.2254786358078
2023-11-01 42.4452984676836
2023-12-01 42.3861297459906
2024-01-01 42.7096979219252
2024-02-01 42.6084950009446
2024-03-01 42.4155033435941
2024-04-01 42.8875958596562
2024-05-01 42.6593770119912
2024-06-01 42.5531785116442
2024-07-01 42.8890026580779
2024-08-01 42.7855307489059
2024-09-01 42.6398950403023
2024-10-01 42.9146055716475
2024-11-01 42.7559164489718
2024-12-01 42.9803369056854
2025-01-01 42.9999891502019
2025-02-01 41.9260513575837
2025-03-01 42.2240644573891
2025-04-01 42.2727908674875
2025-05-01 42.5552923957840
2025-06-01 42.5610572334292
2025-07-01 42.5831959459199
2025-08-01 42.8722564439499
2025-09-01 42.9511573029025

Back to Top