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 |