Table Data - All Employees: Leisure and Hospitality: Arts, Entertainment, and Recreation in Oakland-Fremont-Berkeley, CA (MD)

Title All Employees: Leisure and Hospitality: Arts, Entertainment, and Recreation in Oakland-Fremont-Berkeley, CA (MD)
Series ID SMU06360847071000001SA
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 2026-01-01
Last Updated 2026-04-10 3:03 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 11.09611552771420
1990-02-01 11.24020376253460
1990-03-01 11.18138331341310
1990-04-01 11.17879498240070
1990-05-01 11.37680315110760
1990-06-01 11.44432437602530
1990-07-01 11.56444345376180
1990-08-01 11.57584176139150
1990-09-01 11.84441015126450
1990-10-01 11.91763301302260
1990-11-01 12.14833797493070
1990-12-01 12.14226750141720
1991-01-01 11.59322334903090
1991-02-01 11.54993251555170
1991-03-01 11.49650926443120
1991-04-01 10.26897677055420
1991-05-01 10.14692497347560
1991-06-01 10.31369063899700
1991-07-01 10.36617425375540
1991-08-01 10.56603769690180
1991-09-01 10.45304433397750
1991-10-01 10.54279224863620
1991-11-01 10.56951456685340
1991-12-01 10.56347994756520
1992-01-01 10.60136645138330
1992-02-01 10.67122632288080
1992-03-01 10.71517156300310
1992-04-01 10.44116373634830
1992-05-01 10.28936807772410
1992-06-01 10.25457840473720
1992-07-01 10.46670115805820
1992-08-01 10.44227348579090
1992-09-01 10.26958791370460
1992-10-01 10.68043099457610
1992-11-01 10.79720243628520
1992-12-01 10.89322472744890
1993-01-01 11.12630319697240
1993-02-01 11.00624385644460
1993-03-01 11.26136683560620
1993-04-01 11.30999683416960
1993-05-01 11.42397233145250
1993-06-01 11.27416351619580
1993-07-01 11.24694508817270
1993-08-01 11.10775244376990
1993-09-01 11.27700189298410
1993-10-01 11.10511752032630
1993-11-01 11.10517280479410
1993-12-01 11.42532112844200
1994-01-01 11.46015289939870
1994-02-01 11.58843263857850
1994-03-01 11.75615761406210
1994-04-01 11.18386666737960
1994-05-01 11.16712176829390
1994-06-01 11.17488063344900
1994-07-01 10.99706359504290
1994-08-01 11.16198809860700
1994-09-01 10.95652874031770
1994-10-01 11.01806075693400
1994-11-01 10.90503219603450
1994-12-01 11.22922895416820
1995-01-01 11.50564949676970
1995-02-01 11.99240851131780
1995-03-01 12.29729513130680
1995-04-01 12.69591105215390
1995-05-01 12.74504499397480
1995-06-01 12.47836121158190
1995-07-01 12.30946668873650
1995-08-01 12.39066916248050
1995-09-01 12.41213794718080
1995-10-01 12.50009990773660
1995-11-01 12.48224836564790
1995-12-01 12.53014173091760
1996-01-01 12.55468761503680
1996-02-01 12.73283048285980
1996-03-01 12.84957001117310
1996-04-01 13.22220606320950
1996-05-01 13.25533146810740
1996-06-01 13.29754156968380
1996-07-01 13.30338331462360
1996-08-01 13.18915688608420
1996-09-01 13.17403374713690
1996-10-01 13.07050285452490
1996-11-01 13.27019429205860
1996-12-01 12.41631950947600
1997-01-01 12.88749425866750
1997-02-01 11.96744292638300
1997-03-01 11.58030379647690
1997-04-01 10.95844413737210
1997-05-01 11.09423427764160
1997-06-01 11.14579458120410
1997-07-01 11.09165148925820
1997-08-01 10.87093754484940
1997-09-01 10.95341617611810
1997-10-01 10.76531513154050
1997-11-01 10.66394201586730
1997-12-01 10.91347014267680
1998-01-01 10.67810764051740
1998-02-01 10.48321372755260
1998-03-01 10.84668800530170
1998-04-01 10.88984128749710
1998-05-01 11.25245132383140
1998-06-01 11.31919848852920
1998-07-01 11.49947246826650
1998-08-01 11.45149663358610
1998-09-01 11.66417486431030
1998-10-01 11.89869721461100
1998-11-01 11.68605851687330
1998-12-01 11.49120677992740
1999-01-01 11.55809015883310
1999-02-01 11.43191017834980
1999-03-01 11.65103396665710
1999-04-01 11.91726315927130
1999-05-01 12.51763135383740
1999-06-01 12.11753755808940
1999-07-01 12.23454196502970
1999-08-01 12.45338690726480
1999-09-01 12.29381349782560
1999-10-01 12.66738291948220
1999-11-01 12.29463995656290
1999-12-01 12.68328629308850
2000-01-01 12.82962816991240
2000-02-01 12.84356416780480
2000-03-01 12.78572159034160
2000-04-01 12.93041248228570
2000-05-01 12.97937451798520
2000-06-01 13.05358592571850
2000-07-01 12.99575954779870
2000-08-01 13.19414391192650
2000-09-01 13.23505982376320
2000-10-01 13.12651559542730
2000-11-01 13.28558523675190
2000-12-01 13.47183781371100
2001-01-01 13.81662041018920
2001-02-01 13.82231976278950
2001-03-01 14.10916674970370
2001-04-01 14.03752691628240
2001-05-01 14.02501463845290
2001-06-01 14.21253726407530
2001-07-01 14.18413214742110
2001-08-01 14.38240148918690
2001-09-01 14.13367677879940
2001-10-01 14.28512860040340
2001-11-01 14.34679295806250
2001-12-01 14.75804816703160
2002-01-01 14.39158746354830
2002-02-01 14.71800327427380
2002-03-01 14.64493068613580
2002-04-01 14.75612882231270
2002-05-01 14.66213767994750
2002-06-01 14.87344606760460
2002-07-01 14.98613474621480
2002-08-01 14.89974291119370
2002-09-01 14.69952779902090
2002-10-01 14.90594347294350
2002-11-01 15.10220616983730
2002-12-01 15.02011977592580
2003-01-01 15.00035525096720
2003-02-01 14.81852572253490
2003-03-01 14.92946405056160
2003-04-01 14.28398399521840
2003-05-01 14.57939635010940
2003-06-01 14.30638003650140
2003-07-01 14.60745119328070
2003-08-01 14.33032902995920
2003-09-01 14.33222452845770
2003-10-01 14.39431009343130
2003-11-01 14.36250961023570
2003-12-01 13.98752119090340
2004-01-01 14.10838407612890
2004-02-01 14.25421177925170
2004-03-01 14.24434250506130
2004-04-01 14.22164765919390
2004-05-01 14.27434858909920
2004-06-01 14.10774990710660
2004-07-01 14.12718319890520
2004-08-01 14.24395401376240
2004-09-01 14.38949633710810
2004-10-01 14.15180162139950
2004-11-01 14.24558844128080
2004-12-01 14.35576224974610
2005-01-01 14.53880460261880
2005-02-01 14.28348933488290
2005-03-01 14.39068537959160
2005-04-01 14.45169123001120
2005-05-01 14.54819306012270
2005-06-01 14.57064337375830
2005-07-01 14.15506177157680
2005-08-01 14.53954455295410
2005-09-01 14.77026584790480
2005-10-01 15.01468225050750
2005-11-01 14.75140399188620
2005-12-01 14.82354019393050
2006-01-01 14.46435465089310
2006-02-01 14.72244543972150
2006-03-01 14.63822867814020
2006-04-01 14.78035494596840
2006-05-01 14.50634235155280
2006-06-01 14.81497757584140
2006-07-01 14.66813444757510
2006-08-01 14.82467515398310
2006-09-01 15.08414271432660
2006-10-01 14.88775632374800
2006-11-01 14.66912253342240
2006-12-01 14.59169219893830
2007-01-01 14.70745425619370
2007-02-01 14.64249605302860
2007-03-01 14.69488681973920
2007-04-01 14.47864790455290
2007-05-01 14.56697958957910
2007-06-01 14.64550429317370
2007-07-01 14.66496567756350
2007-08-01 14.72744274423670
2007-09-01 14.50657175242660
2007-10-01 14.57528015802460
2007-11-01 14.69662314382560
2007-12-01 14.88928612889040
2008-01-01 14.83093109354750
2008-02-01 14.95618350213150
2008-03-01 14.92058581373060
2008-04-01 14.56890843853060
2008-05-01 14.92444408344270
2008-06-01 14.79497167441540
2008-07-01 14.74374850867580
2008-08-01 14.63616504233970
2008-09-01 14.43968570694350
2008-10-01 14.67422900192680
2008-11-01 14.73493835881030
2008-12-01 14.62902431493100
2009-01-01 14.33660227680770
2009-02-01 14.34357045057250
2009-03-01 14.32035008589430
2009-04-01 14.33405149355320
2009-05-01 14.49079651828570
2009-06-01 14.35238304112370
2009-07-01 14.42411990988720
2009-08-01 14.56731165950410
2009-09-01 14.77700428329310
2009-10-01 14.46602317233270
2009-11-01 14.47462284097950
2009-12-01 14.49934261178640
2010-01-01 14.42445595687720
2010-02-01 14.32948502688640
2010-03-01 14.20801193377880
2010-04-01 14.68944574779740
2010-05-01 14.14622722634860
2010-06-01 14.62901543013220
2010-07-01 14.59787656025110
2010-08-01 14.40607092281250
2010-09-01 14.70271162584250
2010-10-01 14.46151236244780
2010-11-01 14.51836575023560
2010-12-01 14.58070823006810
2011-01-01 14.61634516199700
2011-02-01 14.61169218113340
2011-03-01 14.69849791313260
2011-04-01 14.53393980349630
2011-05-01 14.10225870751410
2011-06-01 14.51069849447420
2011-07-01 14.46257494190470
2011-08-01 14.74896019730300
2011-09-01 14.62728487783570
2011-10-01 14.85219373505280
2011-11-01 14.84763386474250
2011-12-01 14.85640458097070
2012-01-01 15.33163375810690
2012-02-01 15.30183026682490
2012-03-01 15.38548903822580
2012-04-01 15.09398491778630
2012-05-01 14.84471182468230
2012-06-01 15.10582460540040
2012-07-01 14.42728130771060
2012-08-01 14.77164945708220
2012-09-01 14.65249628773510
2012-10-01 14.95272823886370
2012-11-01 14.86506774261740
2012-12-01 14.79903152285000
2013-01-01 14.96504126129460
2013-02-01 14.99725848599550
2013-03-01 14.98120277712880
2013-04-01 15.26815049473840
2013-05-01 15.39237039202320
2013-06-01 15.29796511130100
2013-07-01 15.49702467592380
2013-08-01 15.29590818090320
2013-09-01 15.48792140818440
2013-10-01 15.34294678884950
2013-11-01 15.34268412140180
2013-12-01 15.40103594655800
2014-01-01 15.41803787836020
2014-02-01 15.51505918594370
2014-03-01 15.60120682631220
2014-04-01 15.66139781322280
2014-05-01 15.84482006360120
2014-06-01 15.68125870116190
2014-07-01 15.86418583311980
2014-08-01 16.01890198614250
2014-09-01 15.81340056266970
2014-10-01 15.74303433742830
2014-11-01 15.80982474457180
2014-12-01 15.77172578169430
2015-01-01 15.65940229956650
2015-02-01 15.43578078530970
2015-03-01 15.83221780348030
2015-04-01 15.88144670138840
2015-05-01 15.93376879252210
2015-06-01 15.94228244632930
2015-07-01 15.92258775913440
2015-08-01 16.04015172011250
2015-09-01 16.24243914428370
2015-10-01 16.15119500682820
2015-11-01 16.16913698391570
2015-12-01 16.33430831106390
2016-01-01 16.28785326773230
2016-02-01 16.33503796824600
2016-03-01 16.34038672032160
2016-04-01 16.43725504324270
2016-05-01 16.56201517321470
2016-06-01 16.40219616194670
2016-07-01 16.38500920898480
2016-08-01 16.56504794158450
2016-09-01 16.65698161905430
2016-10-01 16.84603305498960
2016-11-01 16.94006925506690
2016-12-01 16.90481226457730
2017-01-01 17.00017842631770
2017-02-01 16.90940024205070
2017-03-01 17.02588415464310
2017-04-01 17.20956686776690
2017-05-01 17.22110210708900
2017-06-01 17.35703613998990
2017-07-01 17.35785199961490
2017-08-01 17.30379803026700
2017-09-01 17.17741569648550
2017-10-01 17.31480798307540
2017-11-01 17.40432169525290
2017-12-01 17.47911207111450
2018-01-01 17.62307508664390
2018-02-01 17.58025325657620
2018-03-01 17.59684917086660
2018-04-01 17.78730490263750
2018-05-01 17.87521578517130
2018-06-01 18.13713824395880
2018-07-01 18.20908116383850
2018-08-01 18.25056078825580
2018-09-01 18.19181051380080
2018-10-01 18.17116212437040
2018-11-01 18.37068545387660
2018-12-01 18.57732123916460
2019-01-01 19.25400806742780
2019-02-01 19.15085570617350
2019-03-01 19.26777942801740
2019-04-01 19.15245541232720
2019-05-01 19.40801623410680
2019-06-01 19.32903880914270
2019-07-01 19.84785384354280
2019-08-01 20.10164963016670
2019-09-01 20.49972687237820
2019-10-01 20.42553910935520
2019-11-01 20.34193919857520
2019-12-01 20.99692255743530
2020-01-01 20.21383465769990
2020-02-01 20.13766129344110
2020-03-01 19.42449151368660
2020-04-01 8.78884267300634
2020-05-01 8.61146986219535
2020-06-01 8.73645372458469
2020-07-01 7.98099804529430
2020-08-01 7.84361573491461
2020-09-01 8.49102456390084
2020-10-01 10.18214426596290
2020-11-01 11.03484414015100
2020-12-01 9.44913526247366
2021-01-01 9.37896466763357
2021-02-01 9.75952970357064
2021-03-01 10.20051754901810
2021-04-01 12.36246497405920
2021-05-01 12.88214108462280
2021-06-01 13.01298208913520
2021-07-01 13.80922149293100
2021-08-01 14.17850805516300
2021-09-01 14.30984035823280
2021-10-01 15.46894111309850
2021-11-01 15.24428040756150
2021-12-01 15.32117479946840
2022-01-01 15.83959374221020
2022-02-01 16.09778027373590
2022-03-01 15.48416084308100
2022-04-01 16.20052478206090
2022-05-01 16.42641175439950
2022-06-01 16.56495162173690
2022-07-01 16.82699317223620
2022-08-01 16.78426256967410
2022-09-01 17.36709635790080
2022-10-01 17.50225773985230
2022-11-01 17.58034355638150
2022-12-01 17.71111626845990
2023-01-01 17.65382041194340
2023-02-01 17.82448314638190
2023-03-01 18.09022275943780
2023-04-01 18.12013760327640
2023-05-01 18.16302499980680
2023-06-01 18.18218626369890
2023-07-01 17.66280235558250
2023-08-01 18.68529173258170
2023-09-01 18.63435286312160
2023-10-01 18.66898945855180
2023-11-01 18.63605757544180
2023-12-01 18.78615962686170
2024-01-01 18.85100180528570
2024-02-01 18.83061864337140
2024-03-01 19.18628835796130
2024-04-01 19.55212023325010
2024-05-01 19.20678491125540
2024-06-01 20.10712385523290
2024-07-01 19.73267226009010
2024-08-01 19.57147352319880
2024-09-01 19.28836289834370
2024-10-01 19.23781762915870
2024-11-01 19.29722013627340
2024-12-01 19.03721939056760
2025-01-01 19.22767470597620
2025-02-01 19.33247532139050
2025-03-01 19.18889207791640
2025-04-01 19.19450960861000
2025-05-01 19.56767348683410
2025-06-01 19.34057670999310
2025-07-01 19.22792365574860
2025-08-01 19.26243403305000
2025-09-01 19.23546478350060
2025-10-01 19.39063247714970
2025-11-01 19.63665954716150
2025-12-01 19.95697764937550
2026-01-01 20.20883662219900

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