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 2026-04-01
Last Updated 2026-05-26 2:29 PM 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 52.0140471988351
1990-02-01 51.8773986033589
1990-03-01 52.0832834877343
1990-04-01 52.1618613910052
1990-05-01 51.7141591320966
1990-06-01 52.3575849610540
1990-07-01 52.9613827917742
1990-08-01 53.0351523865622
1990-09-01 53.2241890095545
1990-10-01 53.4248239133800
1990-11-01 53.1417960747386
1990-12-01 52.7080009348094
1991-01-01 53.8048208067952
1991-02-01 54.1784080627520
1991-03-01 54.1994391911156
1991-04-01 53.6667812563071
1991-05-01 53.1004277177373
1991-06-01 53.7368199047527
1991-07-01 53.5602886250393
1991-08-01 53.8493073102970
1991-09-01 53.7330278229157
1991-10-01 53.4361867270046
1991-11-01 54.0316329017707
1991-12-01 54.1148154567852
1992-01-01 53.8840424732542
1992-02-01 53.8740871941481
1992-03-01 53.9207694964185
1992-04-01 55.1897786813336
1992-05-01 54.7668658285536
1992-06-01 54.2209600641213
1992-07-01 54.1402390250723
1992-08-01 54.2748695155155
1992-09-01 54.4385511515206
1992-10-01 54.4822149589240
1992-11-01 54.2169617709595
1992-12-01 54.1951994345286
1993-01-01 54.0640740008284
1993-02-01 54.0841573527659
1993-03-01 53.7417955295629
1993-04-01 54.0132656939677
1993-05-01 54.4330458303204
1993-06-01 54.6116476275529
1993-07-01 54.7773488555774
1993-08-01 54.9098549526009
1993-09-01 54.5304750282388
1993-10-01 55.1440001194123
1993-11-01 55.3279695750047
1993-12-01 54.7684580739086
1994-01-01 55.2573131766179
1994-02-01 55.1915325777576
1994-03-01 55.3657946978093
1994-04-01 55.3473410114936
1994-05-01 55.0110588327576
1994-06-01 55.2900152049115
1994-07-01 54.3695385115275
1994-08-01 54.4246217106486
1994-09-01 54.4063032094300
1994-10-01 54.5325340988936
1994-11-01 54.5503809985902
1994-12-01 54.7488816548723
1995-01-01 55.1827091236729
1995-02-01 55.3275676453201
1995-03-01 55.6748301646259
1995-04-01 56.2537678134938
1995-05-01 55.4337295571245
1995-06-01 56.4344297292813
1995-07-01 57.4464868544560
1995-08-01 57.7075654069698
1995-09-01 58.3454828664331
1995-10-01 56.9113992166146
1995-11-01 57.4138564840785
1995-12-01 58.2519299526030
1996-01-01 58.3498108127840
1996-02-01 58.6815193120968
1996-03-01 58.6610175206735
1996-04-01 58.5588398695945
1996-05-01 58.8722503093807
1996-06-01 58.8671986016472
1996-07-01 59.2160418386821
1996-08-01 59.0480180424140
1996-09-01 59.0700390598402
1996-10-01 59.0757599528248
1996-11-01 59.3802623652025
1996-12-01 59.8695111633597
1997-01-01 58.9601877048953
1997-02-01 59.4535352371825
1997-03-01 59.4495777035957
1997-04-01 59.6611869576725
1997-05-01 59.7154085251182
1997-06-01 60.0772581333850
1997-07-01 59.2101390022014
1997-08-01 59.1563341703969
1997-09-01 59.1806889251967
1997-10-01 59.0966526955827
1997-11-01 59.2401683550243
1997-12-01 59.5248687753253
1998-01-01 57.6839458396235
1998-02-01 58.0445772413395
1998-03-01 57.8653199071411
1998-04-01 59.0506232603394
1998-05-01 59.2429466015573
1998-06-01 59.9941781265164
1998-07-01 60.2183426872954
1998-08-01 60.6450269905840
1998-09-01 61.0148133962090
1998-10-01 60.9700390995451
1998-11-01 61.0882109161454
1998-12-01 61.2041168536417
1999-01-01 58.9792109032309
1999-02-01 59.2401128820829
1999-03-01 59.8039537347554
1999-04-01 59.8247591339393
1999-05-01 60.4887290501752
1999-06-01 60.1105950298052
1999-07-01 60.3667011042589
1999-08-01 60.4360034853541
1999-09-01 60.5625417866641
1999-10-01 60.9096438606561
1999-11-01 61.0182226232966
1999-12-01 61.0859821314829
2000-01-01 60.8281449609673
2000-02-01 61.1187483835615
2000-03-01 60.8574556393986
2000-04-01 60.1058173181648
2000-05-01 59.9345001454170
2000-06-01 59.9668255281276
2000-07-01 61.3329450082810
2000-08-01 61.1639235849316
2000-09-01 61.3517045150163
2000-10-01 60.6212464934853
2000-11-01 60.5204171828347
2000-12-01 60.3132364674216
2001-01-01 63.0466154487581
2001-02-01 63.0600518451714
2001-03-01 63.2159110888542
2001-04-01 63.9142379600636
2001-05-01 63.7971654173600
2001-06-01 63.7419878780041
2001-07-01 64.1269342849754
2001-08-01 64.1247006133752
2001-09-01 63.9487629175535
2001-10-01 63.9478600057019
2001-11-01 63.7919783571585
2001-12-01 63.5024732093399
2002-01-01 64.2417950200173
2002-02-01 64.1886934990894
2002-03-01 64.4819693535412
2002-04-01 65.0116057133991
2002-05-01 65.1238518765557
2002-06-01 65.2373235527926
2002-07-01 65.3646775765627
2002-08-01 65.5232686534656
2002-09-01 65.5709366269044
2002-10-01 65.5847185866734
2002-11-01 65.5458136913909
2002-12-01 65.4600433088425
2003-01-01 65.8368672289755
2003-02-01 65.8928089912701
2003-03-01 65.5304597122011
2003-04-01 65.4007209696981
2003-05-01 65.3352239311582
2003-06-01 65.7343402041620
2003-07-01 65.6331675975625
2003-08-01 65.7481310067438
2003-09-01 65.9936342514210
2003-10-01 66.4489654995715
2003-11-01 66.5890787026511
2003-12-01 66.7190124327018
2004-01-01 66.2391083955660
2004-02-01 66.1787754795946
2004-03-01 66.2543416610336
2004-04-01 65.9850007355432
2004-05-01 65.8130756219510
2004-06-01 65.7463513823768
2004-07-01 66.6126326407519
2004-08-01 66.9906407593099
2004-09-01 66.7321698893062
2004-10-01 66.5084529476622
2004-11-01 66.6214571447004
2004-12-01 67.0862902565048
2005-01-01 67.1604459089445
2005-02-01 67.1502201312989
2005-03-01 67.5725292187706
2005-04-01 68.4653363280577
2005-05-01 68.4027814298191
2005-06-01 68.3668754462251
2005-07-01 68.2813812213995
2005-08-01 68.6067876680498
2005-09-01 68.8464377198283
2005-10-01 69.1725842563336
2005-11-01 69.4560421026869
2005-12-01 69.5682520928038
2006-01-01 69.7986153715171
2006-02-01 70.2400911423337
2006-03-01 70.3195728980194
2006-04-01 70.3309290952403
2006-05-01 70.5844951520347
2006-06-01 70.7058466257211
2006-07-01 70.7248459974079
2006-08-01 70.7933072918915
2006-09-01 71.0478190854428
2006-10-01 71.4096322171623
2006-11-01 71.8962496834652
2006-12-01 72.2677791498558
2007-01-01 72.5384287452833
2007-02-01 72.7676638200428
2007-03-01 73.0992379521103
2007-04-01 73.1951456368859
2007-05-01 73.5794376796595
2007-06-01 73.3561513788742
2007-07-01 73.5223082610094
2007-08-01 73.5373684523106
2007-09-01 73.6390368355774
2007-10-01 73.6237086585417
2007-11-01 73.6468923358230
2007-12-01 73.5801413455569
2008-01-01 74.1997091728682
2008-02-01 74.4261200504178
2008-03-01 74.3823418811037
2008-04-01 74.7783027812160
2008-05-01 74.5746268114669
2008-06-01 74.8985882112720
2008-07-01 74.4769327589266
2008-08-01 74.7769955309237
2008-09-01 74.5107870341010
2008-10-01 74.1260516798871
2008-11-01 73.7253932782646
2008-12-01 73.1143588142770
2009-01-01 72.2497806811100
2009-02-01 72.0227546757187
2009-03-01 71.3758595601507
2009-04-01 70.8563634541495
2009-05-01 70.4423806820100
2009-06-01 70.2147306900186
2009-07-01 70.0211653319025
2009-08-01 69.7961505472770
2009-09-01 69.7809663167729
2009-10-01 70.3642641529467
2009-11-01 70.0372385467064
2009-12-01 70.2728317384844
2010-01-01 70.4135496589991
2010-02-01 70.1123550592152
2010-03-01 69.9318795222902
2010-04-01 70.6305596269372
2010-05-01 70.8527625716915
2010-06-01 70.8978895741896
2010-07-01 71.4823341364625
2010-08-01 71.7380426270427
2010-09-01 71.7769209069646
2010-10-01 72.3428402512095
2010-11-01 72.8770066729649
2010-12-01 72.6614055925575
2011-01-01 72.5717314079964
2011-02-01 72.9657107098500
2011-03-01 73.2405564660670
2011-04-01 73.1887462352188
2011-05-01 73.2423493164415
2011-06-01 73.4339273093924
2011-07-01 73.8637132892313
2011-08-01 73.4010085215245
2011-09-01 74.3187160502935
2011-10-01 74.2721230258908
2011-11-01 74.3196683672364
2011-12-01 74.5601997568912
2012-01-01 75.0577974374168
2012-02-01 74.8734836522136
2012-03-01 75.1797462037350
2012-04-01 76.5268196050311
2012-05-01 76.7332524848546
2012-06-01 76.9574082656591
2012-07-01 77.0564037712901
2012-08-01 77.5854963629304
2012-09-01 77.8814889437317
2012-10-01 78.0345376865235
2012-11-01 77.8645562026571
2012-12-01 78.8771504571819
2013-01-01 79.6322918284257
2013-02-01 80.1555988824860
2013-03-01 80.5121477266333
2013-04-01 80.8332432708379
2013-05-01 81.6387262189048
2013-06-01 81.5831837745158
2013-07-01 81.8412332211940
2013-08-01 82.4775850850416
2013-09-01 82.8547709939047
2013-10-01 83.5955388178817
2013-11-01 83.9973883499953
2013-12-01 84.4821732950078
2014-01-01 84.6518103933493
2014-02-01 85.3259691769725
2014-03-01 85.5235787550385
2014-04-01 85.4562436323968
2014-05-01 85.4637078556730
2014-06-01 86.3326972491393
2014-07-01 86.3819685588266
2014-08-01 86.5727576168567
2014-09-01 87.0252978691746
2014-10-01 87.0267282523985
2014-11-01 87.9209893322930
2014-12-01 88.2562754939173
2015-01-01 88.6001186835540
2015-02-01 88.7217485230910
2015-03-01 89.2416984049979
2015-04-01 89.8065790189102
2015-05-01 90.1416899666310
2015-06-01 90.4137674644890
2015-07-01 90.6572000416268
2015-08-01 91.4427945930013
2015-09-01 91.5552930658729
2015-10-01 91.9411320617079
2015-11-01 92.5249195336041
2015-12-01 92.7933602993892
2016-01-01 93.8866963223922
2016-02-01 94.0452903834494
2016-03-01 93.6921354618021
2016-04-01 94.9133692937058
2016-05-01 95.0555484439194
2016-06-01 94.8975596184507
2016-07-01 95.3025348077912
2016-08-01 95.1673693582815
2016-09-01 95.6351829242482
2016-10-01 96.1529845449967
2016-11-01 96.0027691965190
2016-12-01 96.3006548478001
2017-01-01 96.4547808477653
2017-02-01 96.8157749401968
2017-03-01 97.2242992994187
2017-04-01 97.3597429305505
2017-05-01 97.7955689180021
2017-06-01 98.3781262545975
2017-07-01 97.8273407580379
2017-08-01 97.5608538505217
2017-09-01 97.6705724998874
2017-10-01 98.4551682246925
2017-11-01 97.6561344187038
2017-12-01 98.0792995949474
2018-01-01 98.2038142250959
2018-02-01 98.6305046605290
2018-03-01 99.1269138342113
2018-04-01 99.1596505373884
2018-05-01 99.1311645291602
2018-06-01 99.2180894469601
2018-07-01 99.9472334750231
2018-08-01 100.5138506225150
2018-09-01 100.5288678022690
2018-10-01 100.1362497070580
2018-11-01 100.4089867513470
2018-12-01 100.5586890090170
2019-01-01 100.6177711534180
2019-02-01 101.2777827861640
2019-03-01 101.1625508922660
2019-04-01 100.9431194423020
2019-05-01 100.9837110248400
2019-06-01 101.2387164187440
2019-07-01 100.9804576831510
2019-08-01 101.0487636961710
2019-09-01 101.0753608836100
2019-10-01 100.9356355660040
2019-11-01 101.4854051081670
2019-12-01 101.7797726455190
2020-01-01 101.9926221279960
2020-02-01 102.2945858517530
2020-03-01 97.7154138282182
2020-04-01 51.5072215052533
2020-05-01 57.1661007220790
2020-06-01 61.8450629024240
2020-07-01 63.4831016987586
2020-08-01 64.2880680118741
2020-09-01 67.1503159131928
2020-10-01 69.9473879616590
2020-11-01 71.4197300487210
2020-12-01 67.0429066189946
2021-01-01 64.6941062597611
2021-02-01 69.7691372305144
2021-03-01 71.7443915025463
2021-04-01 75.4947142736839
2021-05-01 77.7833197211369
2021-06-01 80.1997602280269
2021-07-01 83.6566655393032
2021-08-01 84.4146389755220
2021-09-01 84.9521919611350
2021-10-01 86.4540123831066
2021-11-01 87.0888536248180
2021-12-01 87.9206505696427
2022-01-01 88.1430194332081
2022-02-01 89.2575858471938
2022-03-01 90.3141312968574
2022-04-01 91.1604382800089
2022-05-01 91.3556251965680
2022-06-01 92.1753211407553
2022-07-01 92.6145223209044
2022-08-01 93.0127438835542
2022-09-01 93.2248728626834
2022-10-01 92.7601857568964
2022-11-01 92.8885039978196
2022-12-01 92.7621128213238
2023-01-01 93.0292309023675
2023-02-01 93.6667407735313
2023-03-01 93.5155103249560
2023-04-01 93.4957945464114
2023-05-01 93.8604252186466
2023-06-01 93.6012357773990
2023-07-01 93.5390010753183
2023-08-01 93.7816218300544
2023-09-01 94.0074583493243
2023-10-01 93.2914356319577
2023-11-01 92.8567327292014
2023-12-01 92.7665592811071
2024-01-01 93.4843120957341
2024-02-01 92.3009591978967
2024-03-01 91.3847348873991
2024-04-01 92.1654948507769
2024-05-01 92.1938761473931
2024-06-01 91.4405601662518
2024-07-01 91.2989968226910
2024-08-01 90.9727610971835
2024-09-01 90.5978968224424
2024-10-01 91.4242740814817
2024-11-01 91.4002038228813
2024-12-01 91.1143573782145
2025-01-01 91.0264612410091
2025-02-01 90.7570892465217
2025-03-01 90.7543117927241
2025-04-01 90.6452456078096
2025-05-01 90.4701565568175
2025-06-01 90.6947809401134
2025-07-01 90.6260957431502
2025-08-01 91.0827695701895
2025-09-01 91.0710535119472
2025-10-01 91.5373467854352
2025-11-01 91.9932319081558
2025-12-01 92.7519681841491
2026-01-01 94.2003064077258
2026-02-01 93.8703271500889
2026-03-01 93.3377778763676
2026-04-01 93.3524393679088

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