Federal Reserve Economic Data

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

Title All Employees: Leisure and Hospitality: Accommodation in Oakland-Hayward-Berkeley, CA (MD)
Series ID SMU06360847072100001SA
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 2024-12-01
Last Updated 2025-01-29 6:19 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 6.4188157920508000
1990-02-01 6.4525783664900900
1990-03-01 6.1828193613147590
1990-04-01 6.6848703190026100
1990-05-01 6.7131113188644800
1990-06-01 6.7101524181789900
1990-07-01 6.9165738346048600
1990-08-01 7.0024011175612700
1990-09-01 7.1793247699930890
1990-10-01 6.7950330286891510
1990-11-01 6.8200816269630300
1990-12-01 6.8189868884998700
1991-01-01 6.7261045190688800
1991-02-01 6.6591921303942400
1991-03-01 6.5826823918858210
1991-04-01 6.3869541270286800
1991-05-01 6.3091333448587690
1991-06-01 6.2930861638996600
1991-07-01 6.1150890607421395
1991-08-01 6.1013870273903300
1991-09-01 5.8789496041167400
1991-10-01 6.0988290268325100
1991-11-01 6.1299262624389600
1991-12-01 6.0233253934454100
1992-01-01 6.1367249165694595
1992-02-01 6.1688875303979190
1992-03-01 6.1731849887725590
1992-04-01 6.2856549267780800
1992-05-01 6.3035251141574200
1992-06-01 6.1560500178199010
1992-07-01 6.2193811484363400
1992-08-01 6.1105669708228900
1992-09-01 6.1738663833725600
1992-10-01 6.2026812603538390
1992-11-01 6.1456367768397100
1992-12-01 6.1305643205028700
1993-01-01 6.0521160270540895
1993-02-01 5.9760526886373695
1993-03-01 5.8772182114044590
1993-04-01 5.6758873609665095
1993-05-01 5.5954525945028600
1993-06-01 5.6138764370932610
1993-07-01 6.3162468639474900
1993-08-01 6.3166531076235700
1993-09-01 6.1585374905162595
1993-10-01 6.7048715277709400
1993-11-01 6.7794488054916200
1993-12-01 6.1441863107332800
1994-01-01 5.9764478693125700
1994-02-01 5.8804369881530700
1994-03-01 5.8792645238076110
1994-04-01 5.8648310588724195
1994-05-01 5.8896704134747000
1994-06-01 5.8671139714812300
1994-07-01 5.6057870571381000
1994-08-01 5.5115850962272310
1994-09-01 5.4396011177208400
1994-10-01 5.4186623068100300
1994-11-01 5.3130936592003900
1994-12-01 5.2638470775733000
1995-01-01 5.5091059491550500
1995-02-01 5.4814483163962900
1995-03-01 5.6921197353442405
1995-04-01 5.6395080313783300
1995-05-01 5.5796193107730490
1995-06-01 5.6347709362081400
1995-07-01 5.4814515687268900
1995-08-01 5.5011828363031800
1995-09-01 5.6236816217361100
1995-10-01 5.6324333033183100
1995-11-01 5.6496321484254000
1995-12-01 5.6958627177191200
1996-01-01 5.6362765578629700
1996-02-01 5.6756074296861100
1996-03-01 5.3936614397651600
1996-04-01 5.4154169843965190
1996-05-01 5.3708847007123300
1996-06-01 5.5177043212408100
1996-07-01 5.8567662513471905
1996-08-01 5.8936299348044690
1996-09-01 5.8212086337114000
1996-10-01 5.8532099695184200
1996-11-01 5.7609425167424700
1996-12-01 5.8270416568374000
1997-01-01 5.7454111177246100
1997-02-01 5.8534280898554005
1997-03-01 5.8044175637173610
1997-04-01 6.3017137088031200
1997-05-01 6.1752733179088700
1997-06-01 6.2268283728073610
1997-07-01 6.0251125067301200
1997-08-01 5.9763458908898610
1997-09-01 5.9219513096636100
1997-10-01 5.7682655690174500
1997-11-01 5.7593310372417310
1997-12-01 5.7647646238496195
1998-01-01 5.7398798118818610
1998-02-01 5.8333720621186000
1998-03-01 5.9116972582050800
1998-04-01 5.9962111089447000
1998-05-01 5.8855190884819300
1998-06-01 5.8449115808157694
1998-07-01 6.4047031709267594
1998-08-01 6.2432871066559190
1998-09-01 6.2298159383026600
1998-10-01 6.8838809257953000
1998-11-01 6.8471713517335310
1998-12-01 6.7983311582651700
1999-01-01 6.2194886979829690
1999-02-01 6.2196486537590900
1999-03-01 6.2335510058850600
1999-04-01 6.1858949519215900
1999-05-01 6.3021914246387700
1999-06-01 6.2599143326532700
1999-07-01 6.3937123563274800
1999-08-01 6.4094256126429610
1999-09-01 6.4397111311984700
1999-10-01 6.6810255291820990
1999-11-01 6.9354630364224700
1999-12-01 7.0259855548267400
2000-01-01 7.1003838181485990
2000-02-01 7.1225499927698600
2000-03-01 7.0572069464014900
2000-04-01 6.8736227893945200
2000-05-01 6.8134368753497600
2000-06-01 6.7685338372913300
2000-07-01 7.0975207256728400
2000-08-01 7.1767934402113090
2000-09-01 7.2421383141650400
2000-10-01 7.0754303511129300
2000-11-01 7.1287807577257690
2000-12-01 7.0362934435226900
2001-01-01 7.1824575645354200
2001-02-01 7.2319199107547310
2001-03-01 7.2925719562536200
2001-04-01 7.3603491139786400
2001-05-01 7.3328149662736800
2001-06-01 7.3759709065014505
2001-07-01 7.2918218122181610
2001-08-01 7.4433251525735790
2001-09-01 7.3273611152362000
2001-10-01 7.3635313841207894
2001-11-01 7.2326321420113100
2001-12-01 7.1424494231151900
2002-01-01 7.3893223669302200
2002-02-01 7.3560000876600300
2002-03-01 7.3232039975116690
2002-04-01 7.5422703983852900
2002-05-01 7.5343498570757905
2002-06-01 7.5831435926415900
2002-07-01 7.4768995380707090
2002-08-01 7.4203189003862800
2002-09-01 7.4057481174302810
2002-10-01 7.5552039259994290
2002-11-01 7.5414024633947900
2002-12-01 7.5432317403211110
2003-01-01 7.3089876035785810
2003-02-01 7.2846905441537400
2003-03-01 7.2491134097006290
2003-04-01 7.0230230611173500
2003-05-01 7.1296534430036510
2003-06-01 7.0920464725455590
2003-07-01 7.0414425335207000
2003-08-01 7.1218447668227100
2003-09-01 7.0877653217858600
2003-10-01 6.9438335285428300
2003-11-01 6.9394958708381790
2003-12-01 6.9387476367923290
2004-01-01 6.9391594101582590
2004-02-01 6.8116632899384590
2004-03-01 6.7637035581171900
2004-04-01 6.7183348424224400
2004-05-01 6.4208782422213900
2004-06-01 6.4100193311054510
2004-07-01 7.0057450300668505
2004-08-01 7.0258018458038090
2004-09-01 6.7712303088692000
2004-10-01 6.6362074065865490
2004-11-01 6.5288990285450800
2004-12-01 6.5306580902780500
2005-01-01 6.5565026511586500
2005-02-01 6.6278395002750500
2005-03-01 6.4741612338724694
2005-04-01 6.7303268287732000
2005-05-01 6.8287245261312700
2005-06-01 6.8304421439408210
2005-07-01 6.9747641352959100
2005-08-01 6.9274893423637100
2005-09-01 7.0516670703523800
2005-10-01 7.1227858401087200
2005-11-01 7.2136768795579600
2005-12-01 7.2269632044863090
2006-01-01 7.1685636791789510
2006-02-01 7.2311958975242000
2006-03-01 7.2796086946620600
2006-04-01 7.2527220411373790
2006-05-01 7.3423208716424500
2006-06-01 7.4465453985292696
2006-07-01 7.3684941779214690
2006-08-01 7.2234154514275000
2006-09-01 7.2417089487834910
2006-10-01 7.1981240979638300
2006-11-01 7.1990256637634400
2006-12-01 7.1214651194056610
2007-01-01 7.1663290581669010
2007-02-01 7.1262675517861600
2007-03-01 7.1860121634189700
2007-04-01 7.2808531418266105
2007-05-01 7.2570395694262510
2007-06-01 7.2515279572021510
2007-07-01 7.2779242432608795
2007-08-01 7.4269374437087500
2007-09-01 7.5474246512299095
2007-10-01 7.3662962277039800
2007-11-01 7.3799809870868600
2007-12-01 7.4137416133239010
2008-01-01 7.5609067507746510
2008-02-01 7.4153225471956700
2008-03-01 7.3873085594706000
2008-04-01 7.3066980496487910
2008-05-01 7.3651872497516200
2008-06-01 7.4508802867583200
2008-07-01 7.5067740388128300
2008-08-01 7.6303875261481290
2008-09-01 7.5622121118350990
2008-10-01 7.4413726731211310
2008-11-01 7.3661648765397905
2008-12-01 7.3026502287828300
2009-01-01 7.1464046283132000
2009-02-01 7.1015715595875590
2009-03-01 6.9859192043590400
2009-04-01 6.8215248550542910
2009-05-01 6.7736320242486500
2009-06-01 6.7454622209512500
2009-07-01 6.6367771325893090
2009-08-01 6.6371225550509000
2009-09-01 6.5799790028689600
2009-10-01 6.6256938937511100
2009-11-01 6.5565353918630200
2009-12-01 6.5993715699906100
2010-01-01 6.6365327895898000
2010-02-01 6.5829222966766200
2010-03-01 6.5842439888298205
2010-04-01 6.5254290965176700
2010-05-01 6.5685519284328610
2010-06-01 6.5296407076748700
2010-07-01 6.5673964143050710
2010-08-01 6.5533064083725790
2010-09-01 6.5050001968845800
2010-10-01 6.6168838717913200
2010-11-01 6.6485229641372800
2010-12-01 6.5987327054106790
2011-01-01 6.6302074838428310
2011-02-01 6.6687944250386800
2011-03-01 6.7822352511635600
2011-04-01 6.7221242408931900
2011-05-01 6.7561997033748000
2011-06-01 6.7064346336203800
2011-07-01 6.5869187510427410
2011-08-01 6.6710401324738490
2011-09-01 6.7318406901537005
2011-10-01 6.7160645425462695
2011-11-01 6.7419469986644005
2011-12-01 6.8133733366132905
2012-01-01 6.9267045736939700
2012-02-01 6.7588012965549300
2012-03-01 6.7767693415612700
2012-04-01 6.8094317515775800
2012-05-01 6.7357600654416000
2012-06-01 6.7848587911249990
2012-07-01 6.8041791003178400
2012-08-01 6.8838023454435010
2012-09-01 6.8564573319763000
2012-10-01 6.8212898480875195
2012-11-01 6.8435042676215900
2012-12-01 6.8250200840687100
2013-01-01 6.8241348428813700
2013-02-01 6.8549537044412400
2013-03-01 6.7653824529650900
2013-04-01 6.7964524705888890
2013-05-01 6.8230826647711300
2013-06-01 6.8746809306136500
2013-07-01 6.8109732705083900
2013-08-01 6.7830419729467800
2013-09-01 6.8670087010555300
2013-10-01 6.9319801586474300
2013-11-01 6.9508354146287690
2013-12-01 6.9387497375561110
2014-01-01 6.9272960719334500
2014-02-01 6.9526575601267000
2014-03-01 6.9547824352643510
2014-04-01 6.9904892356121810
2014-05-01 7.0102876391633890
2014-06-01 7.0637770456274405
2014-07-01 7.0101147409496800
2014-08-01 6.8818204675780700
2014-09-01 6.9713632524905600
2014-10-01 7.0397343101418210
2014-11-01 7.0599296324627100
2014-12-01 7.0477707688552410
2015-01-01 7.2325943209068610
2015-02-01 7.2602584281939610
2015-03-01 7.3464675767343400
2015-04-01 7.5868965710824090
2015-05-01 7.4058986136160000
2015-06-01 7.3575885479804800
2015-07-01 7.3955610146067200
2015-08-01 7.4758846513448500
2015-09-01 7.4731085266123400
2015-10-01 7.5450959384672310
2015-11-01 7.4647923357749900
2015-12-01 7.6501474797985710
2016-01-01 7.6425904144384190
2016-02-01 7.6706131635301690
2016-03-01 7.7454832026091210
2016-04-01 7.6912234689914700
2016-05-01 7.7094310627858500
2016-06-01 7.6530023741941610
2016-07-01 7.7681020554039800
2016-08-01 7.8723920065442400
2016-09-01 7.9680601295823000
2016-10-01 7.7535367572056510
2016-11-01 7.7665000681332300
2016-12-01 7.9392743472575500
2017-01-01 7.9509451036977605
2017-02-01 7.9840378785959600
2017-03-01 7.9546883184120000
2017-04-01 7.9966656295985700
2017-05-01 8.0250543742847500
2017-06-01 8.0508633595900800
2017-07-01 7.9373990621237510
2017-08-01 7.8705984914164800
2017-09-01 7.8503314666617410
2017-10-01 7.8609288389011700
2017-11-01 7.8659935155509295
2017-12-01 7.8248332150860710
2018-01-01 7.9592574969148600
2018-02-01 7.8951843699936800
2018-03-01 8.3760055124144700
2018-04-01 8.3071408198675600
2018-05-01 8.3390409465294190
2018-06-01 8.4411464779861800
2018-07-01 8.5078345018784810
2018-08-01 8.5709762857780500
2018-09-01 8.5312890627641000
2018-10-01 8.6616679099137190
2018-11-01 8.6719161115860200
2018-12-01 8.7203505862982400
2019-01-01 8.5641623661280500
2019-02-01 8.6107360045822000
2019-03-01 8.5964857192817200
2019-04-01 8.5036617355038200
2019-05-01 8.5445249754671200
2019-06-01 8.6266283143177400
2019-07-01 8.7890957958853900
2019-08-01 8.7707589065312810
2019-09-01 8.8213966051300620
2019-10-01 8.7607558333296110
2019-11-01 8.8854822616015300
2019-12-01 8.9253955092924000
2020-01-01 8.9685287083038500
2020-02-01 8.9206417670394610
2020-03-01 8.8061338163069480
2020-04-01 4.7946477115685400
2020-05-01 4.7360807854018900
2020-06-01 4.7119584005637005
2020-07-01 4.2820570455210000
2020-08-01 4.5653305226139910
2020-09-01 4.8224937973737800
2020-10-01 4.9673702901102310
2020-11-01 5.0087602920964910
2020-12-01 4.8413624264203000
2021-01-01 4.8645962559743300
2021-02-01 4.9221543032250300
2021-03-01 5.0035597282796790
2021-04-01 5.0749817388749600
2021-05-01 5.2170606209425400
2021-06-01 5.2998913742813300
2021-07-01 5.4906142404381300
2021-08-01 5.6649617217875194
2021-09-01 5.7299265102855000
2021-10-01 5.8784476672326200
2021-11-01 5.8299932795054690
2021-12-01 5.9590477575509810
2022-01-01 6.0612023554780490
2022-02-01 6.1148894582260190
2022-03-01 6.2921779151219300
2022-04-01 6.4575088210793490
2022-05-01 6.4940017895716290
2022-06-01 6.5891201425863600
2022-07-01 6.6050462579188505
2022-08-01 6.6640481525434800
2022-09-01 6.6446712801547100
2022-10-01 6.6886385666419290
2022-11-01 6.7495427698079205
2022-12-01 6.6792038328203205
2023-01-01 6.8549061601008000
2023-02-01 7.0069120441795600
2023-03-01 6.9765551073486200
2023-04-01 7.0371160773363500
2023-05-01 7.0751320820751100
2023-06-01 7.0797865587041100
2023-07-01 7.0201826540245590
2023-08-01 7.0673364816548710
2023-09-01 7.0645976764430305
2023-10-01 7.0990757954440310
2023-11-01 7.0574827828854400
2023-12-01 7.1883412272076610
2024-01-01 7.2525318244737800
2024-02-01 7.2961547147852900
2024-03-01 7.2614753358265300
2024-04-01 7.2279569135754596
2024-05-01 7.2650974791781900
2024-06-01 7.2761412806219600
2024-07-01 7.3296122559010810
2024-08-01 7.2701230838384700
2024-09-01 7.3779062073460400
2024-10-01 7.4096817689666300
2024-11-01 7.4594312648425490
2024-12-01 7.4910151224813000

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