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 2024-10-01 |
| Last Updated | 2024-11-20 5:55 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 | 6.4188108842121900 |
| 1990-02-01 | 6.4525722563936290 |
| 1990-03-01 | 6.1828104954511500 |
| 1990-04-01 | 6.6848596886479010 |
| 1990-05-01 | 6.7131107442094695 |
| 1990-06-01 | 6.7101296642903800 |
| 1990-07-01 | 6.9165854726175400 |
| 1990-08-01 | 7.0024118649074300 |
| 1990-09-01 | 7.1793403123089410 |
| 1990-10-01 | 6.7950500109517895 |
| 1990-11-01 | 6.8200888482104010 |
| 1990-12-01 | 6.8189800023334595 |
| 1991-01-01 | 6.7260984973564100 |
| 1991-02-01 | 6.6591853659080300 |
| 1991-03-01 | 6.5826733471371200 |
| 1991-04-01 | 6.3869434026991200 |
| 1991-05-01 | 6.3091333558294000 |
| 1991-06-01 | 6.2930599104005800 |
| 1991-07-01 | 6.1151030919521100 |
| 1991-08-01 | 6.1013996146683800 |
| 1991-09-01 | 5.8789660358601500 |
| 1991-10-01 | 6.0988466608956910 |
| 1991-11-01 | 6.1299355847381300 |
| 1991-12-01 | 6.0233141864634600 |
| 1992-01-01 | 6.1367180112253100 |
| 1992-02-01 | 6.1688798518439400 |
| 1992-03-01 | 6.1731765961724605 |
| 1992-04-01 | 6.2856439320296200 |
| 1992-05-01 | 6.3035248796483600 |
| 1992-06-01 | 6.1560231772252310 |
| 1992-07-01 | 6.2193972157678905 |
| 1992-08-01 | 6.1105815488810595 |
| 1992-09-01 | 6.1738832615679600 |
| 1992-10-01 | 6.2026979504121895 |
| 1992-11-01 | 6.1456484056754600 |
| 1992-12-01 | 6.1305487368095600 |
| 1993-01-01 | 6.0521081357873000 |
| 1993-02-01 | 5.9760443862888700 |
| 1993-03-01 | 5.8772111725551800 |
| 1993-04-01 | 5.6758773939868300 |
| 1993-05-01 | 5.5954514101068000 |
| 1993-06-01 | 5.6138512397944290 |
| 1993-07-01 | 6.3162628927008400 |
| 1993-08-01 | 6.3166700745330400 |
| 1993-09-01 | 6.1585528407190890 |
| 1993-10-01 | 6.7048861064935900 |
| 1993-11-01 | 6.7794608285891000 |
| 1993-12-01 | 6.1441684847544800 |
| 1994-01-01 | 5.9764401985815190 |
| 1994-02-01 | 5.8804294048881700 |
| 1994-03-01 | 5.8792594519347310 |
| 1994-04-01 | 5.8648219371089990 |
| 1994-05-01 | 5.8896682644117700 |
| 1994-06-01 | 5.8670906869937410 |
| 1994-07-01 | 5.6058024542836700 |
| 1994-08-01 | 5.5116031957193700 |
| 1994-09-01 | 5.4396137963197600 |
| 1994-10-01 | 5.4186739872258000 |
| 1994-11-01 | 5.3131053678023300 |
| 1994-12-01 | 5.2638295059474800 |
| 1995-01-01 | 5.5090984156744890 |
| 1995-02-01 | 5.4814424008931395 |
| 1995-03-01 | 5.6921170098649800 |
| 1995-04-01 | 5.6395017506995310 |
| 1995-05-01 | 5.5796166278266210 |
| 1995-06-01 | 5.6347501096755900 |
| 1995-07-01 | 5.4814639261686210 |
| 1995-08-01 | 5.5011992620083090 |
| 1995-09-01 | 5.6236889191781200 |
| 1995-10-01 | 5.6324437234871105 |
| 1995-11-01 | 5.6496419478047800 |
| 1995-12-01 | 5.6958485100515900 |
| 1996-01-01 | 5.6362708278954600 |
| 1996-02-01 | 5.6756038611107990 |
| 1996-03-01 | 5.3936609507742000 |
| 1996-04-01 | 5.4154129257706700 |
| 1996-05-01 | 5.3708813175968900 |
| 1996-06-01 | 5.5176888826930800 |
| 1996-07-01 | 5.8567743349525000 |
| 1996-08-01 | 5.8936419537117600 |
| 1996-09-01 | 5.8212084404370800 |
| 1996-10-01 | 5.8532192540532800 |
| 1996-11-01 | 5.7609503556294200 |
| 1996-12-01 | 5.8270344991998690 |
| 1997-01-01 | 5.7454077578189695 |
| 1997-02-01 | 5.8534265763945110 |
| 1997-03-01 | 5.8044179220902405 |
| 1997-04-01 | 6.3017116871939690 |
| 1997-05-01 | 6.1752688596325100 |
| 1997-06-01 | 6.2268188570837590 |
| 1997-07-01 | 6.0251165078149200 |
| 1997-08-01 | 5.9763539272627500 |
| 1997-09-01 | 5.9219423914183090 |
| 1997-10-01 | 5.7682743668063600 |
| 1997-11-01 | 5.7593374610087900 |
| 1997-12-01 | 5.7647648919008400 |
| 1998-01-01 | 5.7398789271718500 |
| 1998-02-01 | 5.8333722341296700 |
| 1998-03-01 | 5.9116974987889000 |
| 1998-04-01 | 5.9962094676503900 |
| 1998-05-01 | 5.8855149970219410 |
| 1998-06-01 | 5.8449050223329495 |
| 1998-07-01 | 6.4047055780544700 |
| 1998-08-01 | 6.2432916044837490 |
| 1998-09-01 | 6.2298016346950700 |
| 1998-10-01 | 6.8838890716638300 |
| 1998-11-01 | 6.8471774273225200 |
| 1998-12-01 | 6.7983360155680990 |
| 1999-01-01 | 6.2194890667898300 |
| 1999-02-01 | 6.2196495365783890 |
| 1999-03-01 | 6.2335509386003210 |
| 1999-04-01 | 6.1858940734602100 |
| 1999-05-01 | 6.3021884517566800 |
| 1999-06-01 | 6.2599088089515300 |
| 1999-07-01 | 6.3937142767195590 |
| 1999-08-01 | 6.4094274681455200 |
| 1999-09-01 | 6.4396947562160900 |
| 1999-10-01 | 6.6810332813354890 |
| 1999-11-01 | 6.9354687850168390 |
| 1999-12-01 | 7.0259909153068700 |
| 2000-01-01 | 7.1003849053142900 |
| 2000-02-01 | 7.1225508469766790 |
| 2000-03-01 | 7.0572067945212810 |
| 2000-04-01 | 6.8736238193068490 |
| 2000-05-01 | 6.8134350391004700 |
| 2000-06-01 | 6.7685302583369190 |
| 2000-07-01 | 7.0975217425456800 |
| 2000-08-01 | 7.1767933055225805 |
| 2000-09-01 | 7.2421232138161100 |
| 2000-10-01 | 7.0754356647038500 |
| 2000-11-01 | 7.1287846748057400 |
| 2000-12-01 | 7.0362982168866810 |
| 2001-01-01 | 7.1824589708168210 |
| 2001-02-01 | 7.2319208910453400 |
| 2001-03-01 | 7.2925725546708610 |
| 2001-04-01 | 7.3603537735692095 |
| 2001-05-01 | 7.3328099479599700 |
| 2001-06-01 | 7.3759721457774110 |
| 2001-07-01 | 7.2918185278589590 |
| 2001-08-01 | 7.4433294398041000 |
| 2001-09-01 | 7.3273473692546600 |
| 2001-10-01 | 7.3635326179878495 |
| 2001-11-01 | 7.2326333517180100 |
| 2001-12-01 | 7.1424526681274010 |
| 2002-01-01 | 7.3893234122528800 |
| 2002-02-01 | 7.3560014802203100 |
| 2002-03-01 | 7.3232055874690400 |
| 2002-04-01 | 7.5422788752589300 |
| 2002-05-01 | 7.5343419310874610 |
| 2002-06-01 | 7.5831490992011705 |
| 2002-07-01 | 7.4768919296753610 |
| 2002-08-01 | 7.4203275016270590 |
| 2002-09-01 | 7.4057373610440600 |
| 2002-10-01 | 7.5552009098665090 |
| 2002-11-01 | 7.5414008533784100 |
| 2002-12-01 | 7.5432333941860500 |
| 2003-01-01 | 7.3089883159112405 |
| 2003-02-01 | 7.2846924897354000 |
| 2003-03-01 | 7.2491162762741100 |
| 2003-04-01 | 7.0230336378244200 |
| 2003-05-01 | 7.1296423142110990 |
| 2003-06-01 | 7.0920563441775600 |
| 2003-07-01 | 7.0414311094888000 |
| 2003-08-01 | 7.1218573099472690 |
| 2003-09-01 | 7.0877563197722200 |
| 2003-10-01 | 6.9438284389742600 |
| 2003-11-01 | 6.9394927821601390 |
| 2003-12-01 | 6.9387477418203700 |
| 2004-01-01 | 6.9391597526782100 |
| 2004-02-01 | 6.8116652217629300 |
| 2004-03-01 | 6.7637065972066200 |
| 2004-04-01 | 6.7183456693400400 |
| 2004-05-01 | 6.4208673441411900 |
| 2004-06-01 | 6.4100303833792305 |
| 2004-07-01 | 7.0057335405012090 |
| 2004-08-01 | 7.0258143870449010 |
| 2004-09-01 | 6.7712226499960600 |
| 2004-10-01 | 6.6362020297347310 |
| 2004-11-01 | 6.5288956166517900 |
| 2004-12-01 | 6.5306571726327896 |
| 2005-01-01 | 6.5565028871161700 |
| 2005-02-01 | 6.6278412951477300 |
| 2005-03-01 | 6.4741643257564100 |
| 2005-04-01 | 6.7303362536153090 |
| 2005-05-01 | 6.8287137927539700 |
| 2005-06-01 | 6.8304543352306790 |
| 2005-07-01 | 6.9747528186579100 |
| 2005-08-01 | 6.9275022253210490 |
| 2005-09-01 | 7.0516594711007200 |
| 2005-10-01 | 7.1227810144781510 |
| 2005-11-01 | 7.2136738994794000 |
| 2005-12-01 | 7.2269618751376800 |
| 2006-01-01 | 7.1685640879912995 |
| 2006-02-01 | 7.2311973451180500 |
| 2006-03-01 | 7.2796110418179500 |
| 2006-04-01 | 7.2527284747667000 |
| 2006-05-01 | 7.3423139805260500 |
| 2006-06-01 | 7.4465546352325000 |
| 2006-07-01 | 7.3684866198687800 |
| 2006-08-01 | 7.2234240923969290 |
| 2006-09-01 | 7.2417031941512695 |
| 2006-10-01 | 7.1981207349344410 |
| 2006-11-01 | 7.1990235076900495 |
| 2006-12-01 | 7.1214640775587500 |
| 2007-01-01 | 7.1663294984233890 |
| 2007-02-01 | 7.1262684351124300 |
| 2007-03-01 | 7.1860136054157010 |
| 2007-04-01 | 7.2808563588235700 |
| 2007-05-01 | 7.2570363440816905 |
| 2007-06-01 | 7.2515341083975600 |
| 2007-07-01 | 7.2779203652451505 |
| 2007-08-01 | 7.4269416568930590 |
| 2007-09-01 | 7.5474208590337300 |
| 2007-10-01 | 7.3662944066324805 |
| 2007-11-01 | 7.3799797493023000 |
| 2007-12-01 | 7.4137409802818000 |
| 2008-01-01 | 7.5609071343472305 |
| 2008-02-01 | 7.4153228124228000 |
| 2008-03-01 | 7.3873089335899200 |
| 2008-04-01 | 7.3066994177448500 |
| 2008-05-01 | 7.3651875230920710 |
| 2008-06-01 | 7.4508822871272800 |
| 2008-07-01 | 7.5067738391072900 |
| 2008-08-01 | 7.6303873873209000 |
| 2008-09-01 | 7.5622103112607800 |
| 2008-10-01 | 7.4413721774475010 |
| 2008-11-01 | 7.3661643897619610 |
| 2008-12-01 | 7.3026498539902400 |
| 2009-01-01 | 7.1464049374099000 |
| 2009-02-01 | 7.1015715286209300 |
| 2009-03-01 | 6.9859192834396895 |
| 2009-04-01 | 6.8215259187949410 |
| 2009-05-01 | 6.7736321449649500 |
| 2009-06-01 | 6.7454632024004290 |
| 2009-07-01 | 6.6367770528989700 |
| 2009-08-01 | 6.6371224754949910 |
| 2009-09-01 | 6.5799775578699010 |
| 2009-10-01 | 6.6256937263210895 |
| 2009-11-01 | 6.5565352303140300 |
| 2009-12-01 | 6.5993714594682000 |
| 2010-01-01 | 6.6365330852133500 |
| 2010-02-01 | 6.5829223201176000 |
| 2010-03-01 | 6.5842440632691500 |
| 2010-04-01 | 6.5254298452417900 |
| 2010-05-01 | 6.5685520754492810 |
| 2010-06-01 | 6.5296407665758490 |
| 2010-07-01 | 6.5673964345741900 |
| 2010-08-01 | 6.5533063398835200 |
| 2010-09-01 | 6.5049992145988300 |
| 2010-10-01 | 6.6168838259554010 |
| 2010-11-01 | 6.6485229532206700 |
| 2010-12-01 | 6.5987327308071300 |
| 2011-01-01 | 6.6302077113917990 |
| 2011-02-01 | 6.6687945117050390 |
| 2011-03-01 | 6.7822353435073100 |
| 2011-04-01 | 6.7221246363639610 |
| 2011-05-01 | 6.7561997881823900 |
| 2011-06-01 | 6.7064346872750400 |
| 2011-07-01 | 6.5869188143012800 |
| 2011-08-01 | 6.6710395886330200 |
| 2011-09-01 | 6.7318401893933295 |
| 2011-10-01 | 6.7160646220161790 |
| 2011-11-01 | 6.7419470885905300 |
| 2011-12-01 | 6.8133733463228605 |
| 2012-01-01 | 6.9267046896858700 |
| 2012-02-01 | 6.7588014485526800 |
| 2012-03-01 | 6.7767695490730000 |
| 2012-04-01 | 6.8094319725101790 |
| 2012-05-01 | 6.7357603206942995 |
| 2012-06-01 | 6.7848590146426000 |
| 2012-07-01 | 6.8041792199705196 |
| 2012-08-01 | 6.8838011673159010 |
| 2012-09-01 | 6.8564566628901400 |
| 2012-10-01 | 6.8212894652019500 |
| 2012-11-01 | 6.8435039696976000 |
| 2012-12-01 | 6.8250202259688795 |
| 2013-01-01 | 6.8241355801281300 |
| 2013-02-01 | 6.8549547352976200 |
| 2013-03-01 | 6.7653835330796200 |
| 2013-04-01 | 6.7964533008838610 |
| 2013-05-01 | 6.8230831448948710 |
| 2013-06-01 | 6.8746808645169490 |
| 2013-07-01 | 6.8109725511852500 |
| 2013-08-01 | 6.7830386152215190 |
| 2013-09-01 | 6.8670076716018890 |
| 2013-10-01 | 6.9319781678379810 |
| 2013-11-01 | 6.9508340497793300 |
| 2013-12-01 | 6.9387503166140700 |
| 2014-01-01 | 6.9272989645612500 |
| 2014-02-01 | 6.9526616362520600 |
| 2014-03-01 | 6.9547863239599000 |
| 2014-04-01 | 6.9904916812669200 |
| 2014-05-01 | 7.0102881814986695 |
| 2014-06-01 | 7.0637757451988400 |
| 2014-07-01 | 7.0101122335985300 |
| 2014-08-01 | 6.8818137015279195 |
| 2014-09-01 | 6.9713594446756900 |
| 2014-10-01 | 7.0397283365670000 |
| 2014-11-01 | 7.0599234744209900 |
| 2014-12-01 | 7.0477662386066300 |
| 2015-01-01 | 7.2325924708779900 |
| 2015-02-01 | 7.2603112497409900 |
| 2015-03-01 | 7.3464648136880010 |
| 2015-04-01 | 7.5868955318252510 |
| 2015-05-01 | 7.4058942393073610 |
| 2015-06-01 | 7.3575804144649600 |
| 2015-07-01 | 7.3955504865857105 |
| 2015-08-01 | 7.4758704582178090 |
| 2015-09-01 | 7.4731011249575900 |
| 2015-10-01 | 7.5450878304454300 |
| 2015-11-01 | 7.4647854703394200 |
| 2015-12-01 | 7.6501423672949100 |
| 2016-01-01 | 7.6425886196300490 |
| 2016-02-01 | 7.6707186138089405 |
| 2016-03-01 | 7.7454760417784300 |
| 2016-04-01 | 7.6912206858546300 |
| 2016-05-01 | 7.7094229828819500 |
| 2016-06-01 | 7.6529883627265700 |
| 2016-07-01 | 7.7680430664997600 |
| 2016-08-01 | 7.8723747131667100 |
| 2016-09-01 | 7.9680545313187600 |
| 2016-10-01 | 7.7535363475137110 |
| 2016-11-01 | 7.7665044174402100 |
| 2016-12-01 | 7.9392796641979695 |
| 2017-01-01 | 7.9509489059748600 |
| 2017-02-01 | 7.9841917098143105 |
| 2017-03-01 | 7.9546645732871400 |
| 2017-04-01 | 7.9966413529701600 |
| 2017-05-01 | 8.0250200058720810 |
| 2017-06-01 | 8.0508305298659100 |
| 2017-07-01 | 7.9372756374846700 |
| 2017-08-01 | 7.8706549385366000 |
| 2017-09-01 | 7.8502700829285095 |
| 2017-10-01 | 7.8609844751285600 |
| 2017-11-01 | 7.8662240282918200 |
| 2017-12-01 | 7.8248077791682600 |
| 2018-01-01 | 7.9592006493202000 |
| 2018-02-01 | 7.8952624064716400 |
| 2018-03-01 | 8.3759030454885400 |
| 2018-04-01 | 8.3070401549258400 |
| 2018-05-01 | 8.3389343883218210 |
| 2018-06-01 | 8.4410671338401290 |
| 2018-07-01 | 8.5076522635798800 |
| 2018-08-01 | 8.5711867335001500 |
| 2018-09-01 | 8.5313246499036400 |
| 2018-10-01 | 8.6619654788573900 |
| 2018-11-01 | 8.6725126746652010 |
| 2018-12-01 | 8.7203283342970300 |
| 2019-01-01 | 8.5639572790061900 |
| 2019-02-01 | 8.6105544619982400 |
| 2019-03-01 | 8.5960920524282810 |
| 2019-04-01 | 8.5033112897032410 |
| 2019-05-01 | 8.5442123081870900 |
| 2019-06-01 | 8.6264056946501190 |
| 2019-07-01 | 8.7888106706554500 |
| 2019-08-01 | 8.7711744045308600 |
| 2019-09-01 | 8.8217981853789600 |
| 2019-10-01 | 8.7617432557013610 |
| 2019-11-01 | 8.8871660531371500 |
| 2019-12-01 | 8.9255263375971300 |
| 2020-01-01 | 8.9692831960812700 |
| 2020-02-01 | 8.9166251045276700 |
| 2020-03-01 | 8.8061999164174000 |
| 2020-04-01 | 4.7945024533679700 |
| 2020-05-01 | 4.7356665145626200 |
| 2020-06-01 | 4.7114260708124105 |
| 2020-07-01 | 4.2814813589051200 |
| 2020-08-01 | 4.5655009484694205 |
| 2020-09-01 | 4.8227136339131110 |
| 2020-10-01 | 4.9682559040102690 |
| 2020-11-01 | 5.0160804868438000 |
| 2020-12-01 | 4.8411382841835590 |
| 2021-01-01 | 4.8661211857917100 |
| 2021-02-01 | 4.9134012949313100 |
| 2021-03-01 | 5.0038923741585400 |
| 2021-04-01 | 5.0746181341747810 |
| 2021-05-01 | 5.2158715166845310 |
| 2021-06-01 | 5.2981241739633600 |
| 2021-07-01 | 5.4886597767490200 |
| 2021-08-01 | 5.6681591263887405 |
| 2021-09-01 | 5.7289284423571690 |
| 2021-10-01 | 5.8782817876441300 |
| 2021-11-01 | 5.8435540937153000 |
| 2021-12-01 | 5.9598034374642900 |
| 2022-01-01 | 6.0643946544180590 |
| 2022-02-01 | 6.1018120193570000 |
| 2022-03-01 | 6.2926492201657500 |
| 2022-04-01 | 6.4562744948775395 |
| 2022-05-01 | 6.4911836776014400 |
| 2022-06-01 | 6.5853513569171710 |
| 2022-07-01 | 6.6012437395418395 |
| 2022-08-01 | 6.6699469009479200 |
| 2022-09-01 | 6.6423050301852795 |
| 2022-10-01 | 6.6871220931415200 |
| 2022-11-01 | 6.7708604979102995 |
| 2022-12-01 | 6.6810042911091300 |
| 2023-01-01 | 6.8591865647283210 |
| 2023-02-01 | 6.9920476383519700 |
| 2023-03-01 | 6.9764174631948100 |
| 2023-04-01 | 7.0343199481616700 |
| 2023-05-01 | 7.0701879919799400 |
| 2023-06-01 | 7.0737044847294500 |
| 2023-07-01 | 7.0142469003249905 |
| 2023-08-01 | 7.0769470166693900 |
| 2023-09-01 | 7.0610262266705000 |
| 2023-10-01 | 7.0965530609196100 |
| 2023-11-01 | 7.0839615448012200 |
| 2023-12-01 | 7.1917919514504804 |
| 2024-01-01 | 7.2586292670381800 |
| 2024-02-01 | 7.2795213207885010 |
| 2024-03-01 | 7.2611450679399690 |
| 2024-04-01 | 7.2239466092406200 |
| 2024-05-01 | 7.2584699197323700 |
| 2024-06-01 | 7.2683196926711600 |
| 2024-07-01 | 7.3221799659685900 |
| 2024-08-01 | 7.2807767997224410 |
| 2024-09-01 | 7.3735397076803695 |
| 2024-10-01 | 7.4062800972518210 |
