Table Data - All Employees: Leisure and Hospitality: Accommodation and Food Services in Oakland-Fremont-Berkeley, CA (MD)

Title All Employees: Leisure and Hospitality: Accommodation and Food Services in Oakland-Fremont-Berkeley, CA (MD)
Series ID SMU06360847072000001SA
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 2026-09-01
Last Updated 2026-10-20 10:06 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 52.0139628338
1990-02-01 51.8773439100
1990-03-01 52.0838709610
1990-04-01 52.1619882539
1990-05-01 51.7147983023
1990-06-01 52.3574839122
1990-07-01 52.9612180983
1990-08-01 53.0349925405
1990-09-01 53.2226203346
1990-10-01 53.4254191890
1990-11-01 53.1418761735
1990-12-01 52.7080201600
1991-01-01 53.8048223421
1991-02-01 54.1784506911
1991-03-01 54.2000546148
1991-04-01 53.6669630317
1991-05-01 53.1009835314
1991-06-01 53.7367418069
1991-07-01 53.5599818926
1991-08-01 53.8490486494
1991-09-01 53.7311385644
1991-10-01 53.4368287374
1991-11-01 54.0318924408
1991-12-01 54.1149969093
1992-01-01 53.8842463784
1992-02-01 53.8742965607
1992-03-01 53.9214688582
1992-04-01 55.1900488725
1992-05-01 54.7672507465
1992-06-01 54.2208577587
1992-07-01 54.1397059315
1992-08-01 54.2742007837
1992-09-01 54.4356296919
1992-10-01 54.4835481860
1992-11-01 54.2177190277
1992-12-01 54.1955210965
1993-01-01 54.0646102651
1993-02-01 54.0846377861
1993-03-01 53.7425945053
1993-04-01 54.0135614053
1993-05-01 54.4331850871
1993-06-01 54.6114817287
1993-07-01 54.7764715814
1993-08-01 54.9085962359
1993-09-01 54.5268312316
1993-10-01 55.1457812578
1993-11-01 55.3291458848
1993-12-01 54.7688880192
1994-01-01 55.2584363360
1994-02-01 55.1923308469
1994-03-01 55.3666710278
1994-04-01 55.3477267058
1994-05-01 55.0110471365
1994-06-01 55.2896686017
1994-07-01 54.3684401513
1994-08-01 54.4228862461
1994-09-01 54.4018094451
1994-10-01 54.5347083817
1994-11-01 54.5517362458
1994-12-01 54.7489883950
1995-01-01 55.1846585559
1995-02-01 55.3288291966
1995-03-01 55.6758281286
1995-04-01 56.2542008653
1995-05-01 55.4336693373
1995-06-01 56.4339905814
1995-07-01 57.4452577833
1995-08-01 57.7055664288
1995-09-01 58.3413205217
1995-10-01 56.9130323905
1995-11-01 57.4146280288
1995-12-01 58.2510577215
1996-01-01 58.3528924323
1996-02-01 58.6833105081
1996-03-01 58.6622541290
1996-04-01 58.5595541851
1996-05-01 58.8721010691
1996-06-01 58.8667979510
1996-07-01 59.2149602172
1996-08-01 59.0460156300
1996-09-01 59.0663276228
1996-10-01 59.0768710490
1996-11-01 59.3801601603
1996-12-01 59.8673899312
1997-01-01 58.9639298260
1997-02-01 59.4556074248
1997-03-01 59.4508375573
1997-04-01 59.6629339578
1997-05-01 59.7145720034
1997-06-01 60.0775930816
1997-07-01 59.2091673958
1997-08-01 59.1544875564
1997-09-01 59.1786260537
1997-10-01 59.0964931573
1997-11-01 59.2388751958
1997-12-01 59.5218414862
1998-01-01 57.6876750365
1998-02-01 58.0463595078
1998-03-01 57.8661497338
1998-04-01 59.0546524890
1998-05-01 59.2411103935
1998-06-01 59.9951273834
1998-07-01 60.2176108692
1998-08-01 60.6436149516
1998-09-01 61.0140257142
1998-10-01 60.9689794607
1998-11-01 61.0862282330
1998-12-01 61.2006299599
1999-01-01 58.9821227357
1999-02-01 59.2413008367
1999-03-01 59.8041585835
1999-04-01 59.8308781016
1999-05-01 60.4860978279
1999-06-01 60.1121945375
1999-07-01 60.3660632063
1999-08-01 60.4349403784
1999-09-01 60.5630732952
1999-10-01 60.9079176183
1999-11-01 61.0159600318
1999-12-01 61.0825599486
2000-01-01 60.8299840113
2000-02-01 61.1192280351
2000-03-01 60.8571434677
2000-04-01 60.1132098191
2000-05-01 59.9316547284
2000-06-01 59.9684534338
2000-07-01 61.3324348073
2000-08-01 61.1630641073
2000-09-01 61.3524243030
2000-10-01 60.6198124974
2000-11-01 60.5187064203
2000-12-01 60.3103364945
2001-01-01 63.0473478048
2001-02-01 63.0600459831
2001-03-01 63.2152880208
2001-04-01 63.9214136868
2001-05-01 63.7946632536
2001-06-01 63.7435023976
2001-07-01 64.1261278939
2001-08-01 64.1241641840
2001-09-01 63.9494055986
2001-10-01 63.9464948983
2001-11-01 63.7906363704
2001-12-01 63.5012128842
2002-01-01 64.2417306695
2002-02-01 64.1884836669
2002-03-01 64.4813798736
2002-04-01 65.0177048685
2002-05-01 65.1222228640
2002-06-01 65.2382015352
2002-07-01 65.3629063442
2002-08-01 65.5233682019
2002-09-01 65.5709634794
2002-10-01 65.5835384976
2002-11-01 65.5448366176
2002-12-01 65.4599225427
2003-01-01 65.8360179143
2003-02-01 65.8952775240
2003-03-01 65.5296716336
2003-04-01 65.4041248129
2003-05-01 65.3346165216
2003-06-01 65.7346220061
2003-07-01 65.6302417624
2003-08-01 65.7487663945
2003-09-01 65.9930819458
2003-10-01 66.4478182523
2003-11-01 66.5880904811
2003-12-01 66.7199032232
2004-01-01 66.2380498286
2004-02-01 66.1842793618
2004-03-01 66.2536606727
2004-04-01 65.9860256541
2004-05-01 65.8123710655
2004-06-01 65.7462527017
2004-07-01 66.6088449807
2004-08-01 66.9914998615
2004-09-01 66.7312058775
2004-10-01 66.5075144466
2004-11-01 66.6205875289
2004-12-01 67.0875317317
2005-01-01 67.1592955409
2005-02-01 67.1586781001
2005-03-01 67.5716785150
2005-04-01 68.4647260376
2005-05-01 68.4012298805
2005-06-01 68.3666798469
2005-07-01 68.2774071127
2005-08-01 68.6075647713
2005-09-01 68.8455819178
2005-10-01 69.1716734005
2005-11-01 69.4551117554
2005-12-01 69.5702189950
2006-01-01 69.7976133714
2006-02-01 70.2487497309
2006-03-01 70.3188687983
2006-04-01 70.3303282893
2006-05-01 70.5818358670
2006-06-01 70.7056361566
2006-07-01 70.7211998609
2006-08-01 70.7938847225
2006-09-01 71.0472489365
2006-10-01 71.4089815079
2006-11-01 71.8955467347
2006-12-01 72.2693063847
2007-01-01 72.5373557835
2007-02-01 72.7760916728
2007-03-01 73.0987819249
2007-04-01 73.1943711870
2007-05-01 73.5765045548
2007-06-01 73.3558190571
2007-07-01 73.5197945088
2007-08-01 73.5375701741
2007-09-01 73.6388194248
2007-10-01 73.6233868018
2007-11-01 73.6459080766
2007-12-01 73.5813511358
2008-01-01 74.1991161438
2008-02-01 74.4318652271
2008-03-01 74.3828710033
2008-04-01 74.7779430629
2008-05-01 74.5717926927
2008-06-01 74.8984210494
2008-07-01 74.4758317898
2008-08-01 74.7765738898
2008-09-01 74.5107702148
2008-10-01 74.1260588946
2008-11-01 73.7240780848
2008-12-01 73.1149609479
2009-01-01 72.2496669610
2009-02-01 72.0257331237
2009-03-01 71.3771396247
2009-04-01 70.8566784194
2009-05-01 70.4403740604
2009-06-01 70.2144506565
2009-07-01 70.0210874860
2009-08-01 69.7953668417
2009-09-01 69.7810228583
2009-10-01 70.3645807740
2009-11-01 70.0351444303
2009-12-01 70.2735358621
2010-01-01 70.4138945749
2010-02-01 70.1126922097
2010-03-01 69.9335648671
2010-04-01 70.6315978943
2010-05-01 70.8519248991
2010-06-01 70.8974727387
2010-07-01 71.4822726258
2010-08-01 71.7370636768
2010-09-01 71.7771056991
2010-10-01 72.3435468567
2010-11-01 72.8748136722
2010-12-01 72.6619280702
2011-01-01 72.5718186592
2011-02-01 72.9656788281
2011-03-01 73.2419469898
2011-04-01 73.1900015702
2011-05-01 73.2421352791
2011-06-01 73.4332509213
2011-07-01 73.8632416732
2011-08-01 73.3994502901
2011-09-01 74.3181019823
2011-10-01 74.2766166159
2011-11-01 74.3165370893
2011-12-01 74.5602666802
2012-01-01 75.0578087202
2012-02-01 74.8734238757
2012-03-01 75.1805779499
2012-04-01 76.5280418927
2012-05-01 76.7330468591
2012-06-01 76.9564150695
2012-07-01 77.0553372499
2012-08-01 77.5832471646
2012-09-01 77.8802024776
2012-10-01 78.0429260252
2012-11-01 77.8613801633
2012-12-01 78.8765991268
2013-01-01 79.6328642949
2013-02-01 80.1551536106
2013-03-01 80.5115086773
2013-04-01 80.8353991667
2013-05-01 81.6380902691
2013-06-01 81.5816362651
2013-07-01 81.8392194400
2013-08-01 82.4745383269
2013-09-01 82.8527678811
2013-10-01 83.6080480889
2013-11-01 83.9946257366
2013-12-01 84.4812197833
2014-01-01 84.6528115744
2014-02-01 85.3249217289
2014-03-01 85.5214462514
2014-04-01 85.4589581365
2014-05-01 85.4632149974
2014-06-01 86.3306566540
2014-07-01 86.3795288031
2014-08-01 86.5663866556
2014-09-01 87.0230570496
2014-10-01 87.0437817570
2014-11-01 87.9218081890
2014-12-01 88.2554620767
2015-01-01 88.6015385578
2015-02-01 88.7197611567
2015-03-01 89.2374063115
2015-04-01 89.8069962996
2015-05-01 90.1372051911
2015-06-01 90.4151592545
2015-07-01 90.6538507016
2015-08-01 91.4263889957
2015-09-01 91.5553811948
2015-10-01 91.9701505775
2015-11-01 92.5315077147
2015-12-01 92.7959282703
2016-01-01 93.8902317918
2016-02-01 94.0422144656
2016-03-01 93.6826750583
2016-04-01 94.9052971607
2016-05-01 95.0419193365
2016-06-01 94.8981940764
2016-07-01 95.2969164183
2016-08-01 95.1425754131
2016-09-01 95.6422753556
2016-10-01 96.1962367797
2016-11-01 96.0227956790
2016-12-01 96.3137109283
2017-01-01 96.4655171608
2017-02-01 96.8123417596
2017-03-01 97.2037937403
2017-04-01 97.3310149411
2017-05-01 97.7637569000
2017-06-01 98.3742562106
2017-07-01 97.8098776771
2017-08-01 97.5228338958
2017-09-01 97.7214471380
2017-10-01 98.5028653591
2017-11-01 97.6863017321
2017-12-01 98.1151691992
2018-01-01 98.2290736787
2018-02-01 98.6318468999
2018-03-01 99.0868168573
2018-04-01 99.0934908532
2018-05-01 99.0794118743
2018-06-01 99.2042681415
2018-07-01 99.9162534387
2018-08-01 100.4730254704
2018-09-01 100.6281261964
2018-10-01 100.1870712725
2018-11-01 100.4494074268
2018-12-01 100.6146478768
2019-01-01 100.6663847034
2019-02-01 101.2817260584
2019-03-01 101.1009122856
2019-04-01 100.8371194473
2019-05-01 100.9105572706
2019-06-01 101.2140289692
2019-07-01 100.9335172856
2019-08-01 101.0032959092
2019-09-01 101.2481293106
2019-10-01 100.9802958410
2019-11-01 101.5248163644
2019-12-01 101.8485876992
2020-01-01 102.0599197596
2020-02-01 102.2995886964
2020-03-01 97.6362209288
2020-04-01 51.3725973037
2020-05-01 57.0803594683
2020-06-01 61.8064645009
2020-07-01 63.4268857386
2020-08-01 64.2486888662
2020-09-01 67.3874922276
2020-10-01 69.9804629150
2020-11-01 71.4534586987
2020-12-01 67.1070260376
2021-01-01 64.7713847410
2021-02-01 69.7680024307
2021-03-01 71.6581273789
2021-04-01 75.3530894981
2021-05-01 77.6946025885
2021-06-01 80.1497551968
2021-07-01 83.5902840600
2021-08-01 84.3703680998
2021-09-01 85.2747784544
2021-10-01 86.4598529629
2021-11-01 87.1059390802
2021-12-01 87.9736290574
2022-01-01 88.2139854786
2022-02-01 89.2496497445
2022-03-01 90.2294534202
2022-04-01 91.0295176106
2022-05-01 91.2751399103
2022-06-01 92.1180673252
2022-07-01 92.5485009204
2022-08-01 92.9728929737
2022-09-01 93.5716463536
2022-10-01 92.7593953194
2022-11-01 92.9013997285
2022-12-01 92.7960582337
2023-01-01 93.0846900634
2023-02-01 93.6448288432
2023-03-01 93.4487934088
2023-04-01 93.3695178569
2023-05-01 93.7965041000
2023-06-01 93.5601205163
2023-07-01 93.4682164112
2023-08-01 93.7055884915
2023-09-01 94.3771173888
2023-10-01 93.3091886838
2023-11-01 92.8665040637
2023-12-01 92.7876182740
2024-01-01 93.5123387425
2024-02-01 92.2605257581
2024-03-01 91.3313060733
2024-04-01 92.0383926467
2024-05-01 92.1556053618
2024-06-01 91.4231763950
2024-07-01 91.2275596153
2024-08-01 90.8730737291
2024-09-01 90.9591920172
2024-10-01 91.4745169826
2024-11-01 91.4136952908
2024-12-01 91.1268762633
2025-01-01 91.0287639073
2025-02-01 90.6959451057
2025-03-01 90.7096906871
2025-04-01 90.4991295621
2025-05-01 90.4587271490
2025-06-01 90.7085564574
2025-07-01 90.5481583316
2025-08-01 90.9497831153
2025-09-01 91.4542044469
2025-10-01 91.6127157240
2025-11-01 92.0019154294
2025-12-01 92.7641936945
2026-01-01 94.1816049116
2026-02-01 93.7923492655
2026-03-01 93.2855755467
2026-04-01 93.4857680567
2026-05-01 93.2878149621
2026-06-01 93.2641293130
2026-07-01 93.5227276602
2026-08-01 93.6093976504
2026-09-01 93.0080168311

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