Table Data - All Employees: Leisure and Hospitality: Accommodation in San Francisco-San Mateo-Redwood City, CA (MD)

Title All Employees: Leisure and Hospitality: Accommodation in San Francisco-San Mateo-Redwood City, CA (MD)
Series ID SMU06418847072100001SA
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 2026-08-01
Last Updated 2026-09-18 11:00 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 23.8430633351
1990-02-01 23.9680098324
1990-03-01 24.0290528655
1990-04-01 24.1657228454
1990-05-01 23.9207452484
1990-06-01 23.7810673416
1990-07-01 23.8293472543
1990-08-01 23.8590352767
1990-09-01 23.7792400577
1990-10-01 23.6313566156
1990-11-01 23.8382468157
1990-12-01 23.7697762983
1991-01-01 23.9337881802
1991-02-01 23.9680191405
1991-03-01 23.8094272580
1991-04-01 23.7695085227
1991-05-01 23.8226794625
1991-06-01 23.8822050879
1991-07-01 23.8197354657
1991-08-01 23.8702843978
1991-09-01 23.8005445297
1991-10-01 23.9262402056
1991-11-01 24.0481879669
1991-12-01 23.8926442354
1992-01-01 23.0021505984
1992-02-01 23.2511858320
1992-03-01 23.1646531278
1992-04-01 23.1856783178
1992-05-01 23.4349859141
1992-06-01 23.3006514378
1992-07-01 22.7212816154
1992-08-01 23.0858890799
1992-09-01 23.1304019123
1992-10-01 22.8968069142
1992-11-01 22.8493422175
1992-12-01 23.0104223728
1993-01-01 22.7687328849
1993-02-01 22.8300641447
1993-03-01 23.2092988769
1993-04-01 22.7115697703
1993-05-01 22.6644221888
1993-06-01 22.5411847820
1993-07-01 22.5272484450
1993-08-01 22.4009722420
1993-09-01 22.5456863026
1993-10-01 22.5609788473
1993-11-01 22.2376191425
1993-12-01 22.5035115207
1994-01-01 22.8618680254
1994-02-01 22.8089268237
1994-03-01 23.0353401537
1994-04-01 23.2439418633
1994-05-01 23.4089188630
1994-06-01 23.6111600559
1994-07-01 23.6446272748
1994-08-01 23.5129806326
1994-09-01 23.2316585755
1994-10-01 23.1191013125
1994-11-01 23.4011422534
1994-12-01 23.4675567956
1995-01-01 23.8770527166
1995-02-01 24.0104279791
1995-03-01 24.0909086522
1995-04-01 24.0824353131
1995-05-01 23.9578839283
1995-06-01 23.8880150366
1995-07-01 23.9372676157
1995-08-01 24.1954061857
1995-09-01 24.0933545482
1995-10-01 24.3031503203
1995-11-01 24.2697599197
1995-12-01 24.0141637002
1996-01-01 25.4106819562
1996-02-01 25.3262156079
1996-03-01 24.9847554934
1996-04-01 24.7311061607
1996-05-01 24.5921541419
1996-06-01 24.5428674443
1996-07-01 24.5132802762
1996-08-01 24.4319655510
1996-09-01 24.6340994464
1996-10-01 24.7095725566
1996-11-01 24.6529965406
1996-12-01 24.6631050541
1997-01-01 24.3682126182
1997-02-01 24.4765151796
1997-03-01 24.9416647073
1997-04-01 25.4722778213
1997-05-01 24.4006514373
1997-06-01 24.5254891765
1997-07-01 24.8525036564
1997-08-01 24.8426482929
1997-09-01 25.0489715909
1997-10-01 24.9528347843
1997-11-01 25.0886421923
1997-12-01 25.2432348787
1998-01-01 25.0482903914
1998-02-01 24.9650517619
1998-03-01 25.2097919640
1998-04-01 24.5753552197
1998-05-01 23.7730150021
1998-06-01 24.0385958637
1998-07-01 24.4824902478
1998-08-01 24.4549874595
1998-09-01 24.4585482327
1998-10-01 24.6272612855
1998-11-01 24.7484782999
1998-12-01 24.8630019965
1999-01-01 25.0263712050
1999-02-01 25.0721657347
1999-03-01 24.8757218107
1999-04-01 24.8524156032
1999-05-01 25.0206671555
1999-06-01 24.9217397213
1999-07-01 24.9132400762
1999-08-01 24.8674735974
1999-09-01 24.4204669390
1999-10-01 24.1880490080
1999-11-01 24.0180793852
1999-12-01 23.9163089735
2000-01-01 23.7933256146
2000-02-01 23.8499064426
2000-03-01 23.7868735510
2000-04-01 24.1252720786
2000-05-01 24.0681094364
2000-06-01 24.4156811653
2000-07-01 24.6992688272
2000-08-01 24.4035649096
2000-09-01 24.6307733321
2000-10-01 24.4079230838
2000-11-01 24.2556885425
2000-12-01 24.2749056226
2001-01-01 24.8372081459
2001-02-01 24.6946904627
2001-03-01 24.7489954290
2001-04-01 24.9166082573
2001-05-01 25.2235042212
2001-06-01 24.5519504104
2001-07-01 24.1231921618
2001-08-01 23.5911126612
2001-09-01 23.6721565804
2001-10-01 22.8896653989
2001-11-01 22.7757710667
2001-12-01 22.5187002979
2002-01-01 22.1427947108
2002-02-01 22.0021087760
2002-03-01 22.1547761696
2002-04-01 22.3181663472
2002-05-01 22.5915985505
2002-06-01 22.6352029598
2002-07-01 22.8914280998
2002-08-01 23.3457664713
2002-09-01 22.9217965608
2002-10-01 23.4461140437
2002-11-01 23.4582058167
2002-12-01 23.4478399050
2003-01-01 23.1121422461
2003-02-01 23.2820837962
2003-03-01 23.0600735534
2003-04-01 22.6353726873
2003-05-01 22.2583816334
2003-06-01 22.3638725609
2003-07-01 22.1584674651
2003-08-01 22.7210160480
2003-09-01 22.2958202759
2003-10-01 22.5797497480
2003-11-01 22.5333943537
2003-12-01 22.4643620954
2004-01-01 22.8529959811
2004-02-01 22.5383310850
2004-03-01 22.7003547150
2004-04-01 22.5576923960
2004-05-01 22.8280735944
2004-06-01 22.8084145743
2004-07-01 23.0182147273
2004-08-01 22.8941297904
2004-09-01 23.4477142220
2004-10-01 22.8199867675
2004-11-01 22.8969995135
2004-12-01 23.1719100720
2005-01-01 23.2997095881
2005-02-01 23.3118117348
2005-03-01 23.5005434546
2005-04-01 23.2691747707
2005-05-01 23.1023700487
2005-06-01 23.0464774710
2005-07-01 22.9371722917
2005-08-01 22.9494750832
2005-09-01 23.1604837888
2005-10-01 23.2844697879
2005-11-01 23.3738527640
2005-12-01 23.1680176280
2006-01-01 23.4534877696
2006-02-01 23.6136996527
2006-03-01 23.6463183210
2006-04-01 23.6615382494
2006-05-01 23.6900422749
2006-06-01 23.7743148475
2006-07-01 23.5365053467
2006-08-01 23.3835292296
2006-09-01 23.2288514963
2006-10-01 23.4695127386
2006-11-01 23.2386234036
2006-12-01 23.2689806095
2007-01-01 23.3267134472
2007-02-01 23.2489983485
2007-03-01 23.3231919226
2007-04-01 23.5388517766
2007-05-01 23.8914985663
2007-06-01 23.7871512719
2007-07-01 24.4125335193
2007-08-01 24.1880864126
2007-09-01 24.1972092175
2007-10-01 24.1477216170
2007-11-01 24.4281752326
2007-12-01 24.6741973970
2008-01-01 24.3975854613
2008-02-01 24.6876692801
2008-03-01 24.6016800874
2008-04-01 24.6104519097
2008-05-01 24.5035696742
2008-06-01 24.4972967951
2008-07-01 24.5921429428
2008-08-01 24.5798257671
2008-09-01 24.5607149406
2008-10-01 24.4327651959
2008-11-01 24.3221093475
2008-12-01 24.5943514259
2009-01-01 23.6787972830
2009-02-01 23.2215337204
2009-03-01 22.8616529273
2009-04-01 22.8659719752
2009-05-01 22.8158336326
2009-06-01 22.6845520866
2009-07-01 22.5769303221
2009-08-01 22.4819378032
2009-09-01 22.3386453112
2009-10-01 22.1277593482
2009-11-01 22.1504960644
2009-12-01 22.0383244400
2010-01-01 22.1538128433
2010-02-01 21.9278037009
2010-03-01 21.9778362878
2010-04-01 22.1076821449
2010-05-01 21.8974225794
2010-06-01 21.9499004922
2010-07-01 21.9946390130
2010-08-01 21.9244031728
2010-09-01 22.0508144462
2010-10-01 22.1383997081
2010-11-01 21.9800547382
2010-12-01 21.8937960341
2011-01-01 22.5222764125
2011-02-01 22.5086651805
2011-03-01 22.4573167280
2011-04-01 22.5380411050
2011-05-01 22.5635994480
2011-06-01 22.5846680332
2011-07-01 22.8421914052
2011-08-01 22.9010573125
2011-09-01 23.3940977582
2011-10-01 23.0530810415
2011-11-01 23.1330778659
2011-12-01 22.9418369312
2012-01-01 22.6736422969
2012-02-01 22.7577509546
2012-03-01 22.5969226759
2012-04-01 23.0953444923
2012-05-01 23.2156618824
2012-06-01 23.4356043719
2012-07-01 23.5018230572
2012-08-01 23.7917589906
2012-09-01 23.6523915149
2012-10-01 23.6894007829
2012-11-01 23.6470708039
2012-12-01 23.6676589662
2013-01-01 23.7321278264
2013-02-01 23.8908376088
2013-03-01 23.8263538764
2013-04-01 23.7718205831
2013-05-01 23.6906361624
2013-06-01 23.5137654850
2013-07-01 22.7603901662
2013-08-01 22.7603090338
2013-09-01 22.6007267130
2013-10-01 22.9261793442
2013-11-01 22.9513371792
2013-12-01 23.0845461890
2014-01-01 23.1935908249
2014-02-01 23.0152582542
2014-03-01 23.0439672344
2014-04-01 23.0650824167
2014-05-01 23.0857970363
2014-06-01 23.2291947154
2014-07-01 23.0089997102
2014-08-01 23.0221141443
2014-09-01 23.1421322183
2014-10-01 22.6601274151
2014-11-01 22.9227586625
2014-12-01 23.0926066216
2015-01-01 23.0394662066
2015-02-01 23.0533599465
2015-03-01 23.1809638339
2015-04-01 22.8611196828
2015-05-01 23.0174706814
2015-06-01 23.0708372344
2015-07-01 23.4428819818
2015-08-01 23.1526641152
2015-09-01 23.1624969400
2015-10-01 23.1757409298
2015-11-01 23.4199268204
2015-12-01 23.0817996747
2016-01-01 23.1875128797
2016-02-01 23.1898671655
2016-03-01 23.0256973322
2016-04-01 23.0757189056
2016-05-01 23.0755999383
2016-06-01 22.9326918513
2016-07-01 23.0650653761
2016-08-01 23.0549430157
2016-09-01 22.9653922780
2016-10-01 22.8799278575
2016-11-01 23.1046138873
2016-12-01 22.2463723207
2017-01-01 22.4319477869
2017-02-01 22.4591196879
2017-03-01 22.8362084019
2017-04-01 22.6007304191
2017-05-01 22.4491028410
2017-06-01 22.3937392475
2017-07-01 22.3583812006
2017-08-01 22.2970826334
2017-09-01 22.3591597408
2017-10-01 22.3584353247
2017-11-01 22.4951861634
2017-12-01 22.2963662074
2018-01-01 22.5053538273
2018-02-01 22.5789602860
2018-03-01 22.6937837079
2018-04-01 22.6398693906
2018-05-01 22.6272286676
2018-06-01 22.6134586228
2018-07-01 22.6258295386
2018-08-01 22.6075482140
2018-09-01 22.7233926740
2018-10-01 22.9389991648
2018-11-01 22.8838260685
2018-12-01 23.2491277979
2019-01-01 23.3892583911
2019-02-01 23.8536205058
2019-03-01 23.9040369272
2019-04-01 23.4902667917
2019-05-01 23.4816954940
2019-06-01 23.4011369912
2019-07-01 23.1507421873
2019-08-01 23.2032919604
2019-09-01 23.2651845042
2019-10-01 23.1249821093
2019-11-01 23.0770986672
2019-12-01 23.4435438948
2020-01-01 23.3999248060
2020-02-01 23.6526204027
2020-03-01 22.6887024732
2020-04-01 9.9563369605
2020-05-01 9.0164626648
2020-06-01 9.3421180471
2020-07-01 9.3596872384
2020-08-01 9.2156288721
2020-09-01 8.4914825796
2020-10-01 8.8561069503
2020-11-01 8.6868472306
2020-12-01 8.2804257322
2021-01-01 6.8978712441
2021-02-01 7.8343510901
2021-03-01 7.9560761689
2021-04-01 8.2827428904
2021-05-01 8.5115123129
2021-06-01 9.5962411476
2021-07-01 11.3710185832
2021-08-01 11.9579319990
2021-09-01 12.2377361325
2021-10-01 12.3159429255
2021-11-01 12.5023477390
2021-12-01 13.2579592880
2022-01-01 12.7118568964
2022-02-01 13.0727082282
2022-03-01 13.6444348823
2022-04-01 14.2691142841
2022-05-01 14.8827011194
2022-06-01 15.0604012891
2022-07-01 15.6191116027
2022-08-01 15.7523666264
2022-09-01 16.2036729758
2022-10-01 16.4112199356
2022-11-01 16.7485104006
2022-12-01 16.5226221187
2023-01-01 17.0292944859
2023-02-01 16.9419772895
2023-03-01 17.2763780835
2023-04-01 17.0137094951
2023-05-01 17.1229055288
2023-06-01 17.4709298164
2023-07-01 17.3079632756
2023-08-01 17.1995801815
2023-09-01 17.3127537746
2023-10-01 17.3975326828
2023-11-01 17.4991633691
2023-12-01 17.6744292839
2024-01-01 18.0379262320
2024-02-01 17.9608647980
2024-03-01 17.8571115216
2024-04-01 18.1601261107
2024-05-01 17.7763241895
2024-06-01 17.6913679132
2024-07-01 17.5370892225
2024-08-01 17.6702680495
2024-09-01 17.6448784198
2024-10-01 17.3688079658
2024-11-01 16.7593421318
2024-12-01 16.9732858550
2025-01-01 17.9284285487
2025-02-01 17.8661085321
2025-03-01 17.7699008644
2025-04-01 17.7003793042
2025-05-01 17.7447875744
2025-06-01 17.4368210114
2025-07-01 17.6806308773
2025-08-01 17.6207219528
2025-09-01 17.6860954715
2025-10-01 17.8005554210
2025-11-01 17.8858462161
2025-12-01 18.0596847042
2026-01-01 17.7262584541
2026-02-01 18.0021347323
2026-03-01 18.0151876891
2026-04-01 17.9658983590
2026-05-01 18.0359228303
2026-06-01 18.0699142352
2026-07-01 18.1113025637
2026-08-01 18.1437931649

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