Table Data - All Employees: Leisure and Hospitality: Accommodation in Oakland-Fremont-Berkeley, CA (MD)
| Title | All Employees: Leisure and Hospitality: Accommodation in Oakland-Fremont-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 2026-06-01 |
| Last Updated | 2026-07-22 10:38 AM 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 | 6.41910884863408 |
| 1990-02-01 | 6.45292687226547 |
| 1990-03-01 | 6.18330882241583 |
| 1990-04-01 | 6.68544594945943 |
| 1990-05-01 | 6.71313446445044 |
| 1990-06-01 | 6.71121583383946 |
| 1990-07-01 | 6.91600795990052 |
| 1990-08-01 | 7.00186021923426 |
| 1990-09-01 | 7.17845611079295 |
| 1990-10-01 | 6.79403778350803 |
| 1990-11-01 | 6.81968554084075 |
| 1990-12-01 | 6.81947258096327 |
| 1991-01-01 | 6.72647497927635 |
| 1991-02-01 | 6.65958362163385 |
| 1991-03-01 | 6.58318215376673 |
| 1991-04-01 | 6.38752960919979 |
| 1991-05-01 | 6.30912189713911 |
| 1991-06-01 | 6.29432576973351 |
| 1991-07-01 | 6.11439891924903 |
| 1991-08-01 | 6.10074358887805 |
| 1991-09-01 | 5.87802603950715 |
| 1991-10-01 | 6.09779937069988 |
| 1991-11-01 | 6.12939781255790 |
| 1991-12-01 | 6.02407325379289 |
| 1992-01-01 | 6.13715950732493 |
| 1992-02-01 | 6.16933573988833 |
| 1992-03-01 | 6.17365304094510 |
| 1992-04-01 | 6.28623133904215 |
| 1992-05-01 | 6.30351511940557 |
| 1992-06-01 | 6.15732523368670 |
| 1992-07-01 | 6.21857589141896 |
| 1992-08-01 | 6.10980279792234 |
| 1992-09-01 | 6.17290992289359 |
| 1992-10-01 | 6.20172054990619 |
| 1992-11-01 | 6.14495986424237 |
| 1992-12-01 | 6.13157477371153 |
| 1993-01-01 | 6.05261701369310 |
| 1993-02-01 | 5.97654657827598 |
| 1993-03-01 | 5.87761679296210 |
| 1993-04-01 | 5.67639929351867 |
| 1993-05-01 | 5.59547265065242 |
| 1993-06-01 | 5.61507681851363 |
| 1993-07-01 | 6.31542498957682 |
| 1993-08-01 | 6.31574785622532 |
| 1993-09-01 | 6.15766363339960 |
| 1993-10-01 | 6.70404476244678 |
| 1993-11-01 | 6.77874746827182 |
| 1993-12-01 | 6.14532670367463 |
| 1994-01-01 | 5.97693869018278 |
| 1994-02-01 | 5.88089933362797 |
| 1994-03-01 | 5.87956211538507 |
| 1994-04-01 | 5.86529069732164 |
| 1994-05-01 | 5.88972281882067 |
| 1994-06-01 | 5.86821909602017 |
| 1994-07-01 | 5.60498829960755 |
| 1994-08-01 | 5.51061227409721 |
| 1994-09-01 | 5.43887330019325 |
| 1994-10-01 | 5.41801194415959 |
| 1994-11-01 | 5.31240757114514 |
| 1994-12-01 | 5.26497312331149 |
| 1995-01-01 | 5.50959017520699 |
| 1995-02-01 | 5.48182711812390 |
| 1995-03-01 | 5.69229386384647 |
| 1995-04-01 | 5.63981942229607 |
| 1995-05-01 | 5.57968411630398 |
| 1995-06-01 | 5.63574235894923 |
| 1995-07-01 | 5.48080072468013 |
| 1995-08-01 | 5.50028807881636 |
| 1995-09-01 | 5.62323065319992 |
| 1995-10-01 | 5.63189037404061 |
| 1995-11-01 | 5.64909267906499 |
| 1995-12-01 | 5.69678935130352 |
| 1996-01-01 | 5.63664875432366 |
| 1996-02-01 | 5.67584999250886 |
| 1996-03-01 | 5.39371322552303 |
| 1996-04-01 | 5.41561167874122 |
| 1996-05-01 | 5.37098284198907 |
| 1996-06-01 | 5.51839972955250 |
| 1996-07-01 | 5.85633413623181 |
| 1996-08-01 | 5.89296444648202 |
| 1996-09-01 | 5.82111142892857 |
| 1996-10-01 | 5.85277994595876 |
| 1996-11-01 | 5.76056358021267 |
| 1996-12-01 | 5.82755682048395 |
| 1997-01-01 | 5.74564580463422 |
| 1997-02-01 | 5.85355466243431 |
| 1997-03-01 | 5.80441736588325 |
| 1997-04-01 | 6.30180202247496 |
| 1997-05-01 | 6.17542505129689 |
| 1997-06-01 | 6.22722843133457 |
| 1997-07-01 | 6.02489285002125 |
| 1997-08-01 | 5.97589037325728 |
| 1997-09-01 | 5.92225319216243 |
| 1997-10-01 | 5.76791536155613 |
| 1997-11-01 | 5.75908454485077 |
| 1997-12-01 | 5.76484953502279 |
| 1998-01-01 | 5.73997314060350 |
| 1998-02-01 | 5.83339687330860 |
| 1998-03-01 | 5.91169519382472 |
| 1998-04-01 | 5.99627791745322 |
| 1998-05-01 | 5.88566279547873 |
| 1998-06-01 | 5.84516934404672 |
| 1998-07-01 | 6.40457664733081 |
| 1998-08-01 | 6.24302931918432 |
| 1998-09-01 | 6.23035330135578 |
| 1998-10-01 | 6.88357973057070 |
| 1998-11-01 | 6.84695496096822 |
| 1998-12-01 | 6.79816602853376 |
| 1999-01-01 | 6.21951691681164 |
| 1999-02-01 | 6.21963053836388 |
| 1999-03-01 | 6.23355928333095 |
| 1999-04-01 | 6.18592092649714 |
| 1999-05-01 | 6.30228833190859 |
| 1999-06-01 | 6.26012978736803 |
| 1999-07-01 | 6.39361792707111 |
| 1999-08-01 | 6.40931145188816 |
| 1999-09-01 | 6.44033904632243 |
| 1999-10-01 | 6.68074404920508 |
| 1999-11-01 | 6.93525930808005 |
| 1999-12-01 | 7.02579844711487 |
| 2000-01-01 | 7.10036489085902 |
| 2000-02-01 | 7.12252169454282 |
| 2000-03-01 | 7.05721484927806 |
| 2000-04-01 | 6.87354396876261 |
| 2000-05-01 | 6.81349338142180 |
| 2000-06-01 | 6.76867150570934 |
| 2000-07-01 | 7.09747338085207 |
| 2000-08-01 | 7.17679441390478 |
| 2000-09-01 | 7.24272282698307 |
| 2000-10-01 | 7.07524513202680 |
| 2000-11-01 | 7.12865002919438 |
| 2000-12-01 | 7.03613226142043 |
| 2001-01-01 | 7.18241236223506 |
| 2001-02-01 | 7.23188188395459 |
| 2001-03-01 | 7.29253845376279 |
| 2001-04-01 | 7.36007607016099 |
| 2001-05-01 | 7.33305399853938 |
| 2001-06-01 | 7.37587356815756 |
| 2001-07-01 | 7.29200515502323 |
| 2001-08-01 | 7.44309300840587 |
| 2001-09-01 | 7.32793654404026 |
| 2001-10-01 | 7.36352462089123 |
| 2001-11-01 | 7.23261644577773 |
| 2001-12-01 | 7.14234907223758 |
| 2002-01-01 | 7.38928705120056 |
| 2002-02-01 | 7.35593559302908 |
| 2002-03-01 | 7.32311665589896 |
| 2002-04-01 | 7.54179460545307 |
| 2002-05-01 | 7.53475886820045 |
| 2002-06-01 | 7.58283305700779 |
| 2002-07-01 | 7.47731118497437 |
| 2002-08-01 | 7.41985596060686 |
| 2002-09-01 | 7.40624719960790 |
| 2002-10-01 | 7.55538262002846 |
| 2002-11-01 | 7.54150686812800 |
| 2002-12-01 | 7.54319601401696 |
| 2003-01-01 | 7.30896185765603 |
| 2003-02-01 | 7.28459328599611 |
| 2003-03-01 | 7.24895920694286 |
| 2003-04-01 | 7.02243976396436 |
| 2003-05-01 | 7.13024287607377 |
| 2003-06-01 | 7.09150127206702 |
| 2003-07-01 | 7.04206064007208 |
| 2003-08-01 | 7.12116203341150 |
| 2003-09-01 | 7.08822967612003 |
| 2003-10-01 | 6.94411192231478 |
| 2003-11-01 | 6.93966739789509 |
| 2003-12-01 | 6.93877220097150 |
| 2004-01-01 | 6.93914586651127 |
| 2004-02-01 | 6.81156206314675 |
| 2004-03-01 | 6.76353905664141 |
| 2004-04-01 | 6.71774128276004 |
| 2004-05-01 | 6.42146127798726 |
| 2004-06-01 | 6.40941189429332 |
| 2004-07-01 | 7.00636784545617 |
| 2004-08-01 | 7.02511939150798 |
| 2004-09-01 | 6.77164521224424 |
| 2004-10-01 | 6.63649894454398 |
| 2004-11-01 | 6.52908473467891 |
| 2004-12-01 | 6.53072191485527 |
| 2005-01-01 | 6.55649170583437 |
| 2005-02-01 | 6.62774346408113 |
| 2005-03-01 | 6.47399362134627 |
| 2005-04-01 | 6.72981185445163 |
| 2005-05-01 | 6.82930041630557 |
| 2005-06-01 | 6.82977303639907 |
| 2005-07-01 | 6.97538007555665 |
| 2005-08-01 | 6.92679108253685 |
| 2005-09-01 | 7.05208155401972 |
| 2005-10-01 | 7.12304974257049 |
| 2005-11-01 | 7.21384069581853 |
| 2005-12-01 | 7.22703733350988 |
| 2006-01-01 | 7.16854323729322 |
| 2006-02-01 | 7.23111835979341 |
| 2006-03-01 | 7.27948142852509 |
| 2006-04-01 | 7.25237087682740 |
| 2006-05-01 | 7.34269082438639 |
| 2006-06-01 | 7.44603765140566 |
| 2006-07-01 | 7.36890620289899 |
| 2006-08-01 | 7.22294799198653 |
| 2006-09-01 | 7.24202353317532 |
| 2006-10-01 | 7.19830823274529 |
| 2006-11-01 | 7.19914391039754 |
| 2006-12-01 | 7.12152246560876 |
| 2007-01-01 | 7.16630573924040 |
| 2007-02-01 | 7.12621972891822 |
| 2007-03-01 | 7.18593371700318 |
| 2007-04-01 | 7.28067773553344 |
| 2007-05-01 | 7.25721276589572 |
| 2007-06-01 | 7.25118833253767 |
| 2007-07-01 | 7.27813633512757 |
| 2007-08-01 | 7.42671046726517 |
| 2007-09-01 | 7.54763287985251 |
| 2007-10-01 | 7.36639654995255 |
| 2007-11-01 | 7.38004922176219 |
| 2007-12-01 | 7.41377640464810 |
| 2008-01-01 | 7.56088581451122 |
| 2008-02-01 | 7.41530708401669 |
| 2008-03-01 | 7.38728635710612 |
| 2008-04-01 | 7.30662134849109 |
| 2008-05-01 | 7.36517100753585 |
| 2008-06-01 | 7.45076734274415 |
| 2008-07-01 | 7.50678852166316 |
| 2008-08-01 | 7.63039776862429 |
| 2008-09-01 | 7.56231463096992 |
| 2008-10-01 | 7.44140460171233 |
| 2008-11-01 | 7.36619621856956 |
| 2008-12-01 | 7.30267376731864 |
| 2009-01-01 | 7.14638366503101 |
| 2009-02-01 | 7.10156682968099 |
| 2009-03-01 | 6.98590255001156 |
| 2009-04-01 | 6.82145337523643 |
| 2009-05-01 | 6.77361684754785 |
| 2009-06-01 | 6.74540577242812 |
| 2009-07-01 | 6.63679354282642 |
| 2009-08-01 | 6.63714096437539 |
| 2009-09-01 | 6.58007714053897 |
| 2009-10-01 | 6.62572328627605 |
| 2009-11-01 | 6.55656112955593 |
| 2009-12-01 | 6.59938632735740 |
| 2010-01-01 | 6.63650566377348 |
| 2010-02-01 | 6.58289612152183 |
| 2010-03-01 | 6.58419521878161 |
| 2010-04-01 | 6.52534039034633 |
| 2010-05-01 | 6.56851156867940 |
| 2010-06-01 | 6.52962821160540 |
| 2010-07-01 | 6.56741714070428 |
| 2010-08-01 | 6.55342396209404 |
| 2010-09-01 | 6.50509377620320 |
| 2010-10-01 | 6.61692356557892 |
| 2010-11-01 | 6.64854675298903 |
| 2010-12-01 | 6.59873286145562 |
| 2011-01-01 | 6.63016325780298 |
| 2011-02-01 | 6.66872317631300 |
| 2011-03-01 | 6.78212710873146 |
| 2011-04-01 | 6.72201305954166 |
| 2011-05-01 | 6.75613774461413 |
| 2011-06-01 | 6.70638141316182 |
| 2011-07-01 | 6.58685304549021 |
| 2011-08-01 | 6.67188693983154 |
| 2011-09-01 | 6.73172269112162 |
| 2011-10-01 | 6.71588055921448 |
| 2011-11-01 | 6.74174605268731 |
| 2011-12-01 | 6.81362338202308 |
| 2012-01-01 | 6.92651954072742 |
| 2012-02-01 | 6.75864163249781 |
| 2012-03-01 | 6.77663376290774 |
| 2012-04-01 | 6.80932115517714 |
| 2012-05-01 | 6.73578524136589 |
| 2012-06-01 | 6.78488833750280 |
| 2012-07-01 | 6.80411906054943 |
| 2012-08-01 | 6.88539753299440 |
| 2012-09-01 | 6.85609600908525 |
| 2012-10-01 | 6.82080664349197 |
| 2012-11-01 | 6.84268818089956 |
| 2012-12-01 | 6.82547660960318 |
| 2013-01-01 | 6.82380011123376 |
| 2013-02-01 | 6.85473338000749 |
| 2013-03-01 | 6.76524843972403 |
| 2013-04-01 | 6.79638739612130 |
| 2013-05-01 | 6.82333014069612 |
| 2013-06-01 | 6.87500073633251 |
| 2013-07-01 | 6.81125839376005 |
| 2013-08-01 | 6.78587199082263 |
| 2013-09-01 | 6.86673667775373 |
| 2013-10-01 | 6.92953833556633 |
| 2013-11-01 | 6.94835892609788 |
| 2013-12-01 | 6.94007437654285 |
| 2014-01-01 | 6.92723177405116 |
| 2014-02-01 | 6.95261084622526 |
| 2014-03-01 | 6.95480913055951 |
| 2014-04-01 | 6.99056636498599 |
| 2014-05-01 | 7.01080498167131 |
| 2014-06-01 | 7.06446674273105 |
| 2014-07-01 | 7.01086891195638 |
| 2014-08-01 | 6.88524631323742 |
| 2014-09-01 | 6.97132440326402 |
| 2014-10-01 | 7.03545520489928 |
| 2014-11-01 | 7.05593465341669 |
| 2014-12-01 | 7.04972426062610 |
| 2015-01-01 | 7.23309265431285 |
| 2015-02-01 | 7.25953354865664 |
| 2015-03-01 | 7.34691172355075 |
| 2015-04-01 | 7.58741269117804 |
| 2015-05-01 | 7.40681272863439 |
| 2015-06-01 | 7.35867132727126 |
| 2015-07-01 | 7.39677483439923 |
| 2015-08-01 | 7.47980018137991 |
| 2015-09-01 | 7.47329229977936 |
| 2015-10-01 | 7.53897527913514 |
| 2015-11-01 | 7.45956521768682 |
| 2015-12-01 | 7.65265331454585 |
| 2016-01-01 | 7.64354241403732 |
| 2016-02-01 | 7.66913888281855 |
| 2016-03-01 | 7.74635881885777 |
| 2016-04-01 | 7.69221431054760 |
| 2016-05-01 | 7.71073313321668 |
| 2016-06-01 | 7.65443021612570 |
| 2016-07-01 | 7.76956183475861 |
| 2016-08-01 | 7.87569748693245 |
| 2016-09-01 | 7.96847102715917 |
| 2016-10-01 | 7.74759529722254 |
| 2016-11-01 | 7.76137991186028 |
| 2016-12-01 | 7.94136979266631 |
| 2017-01-01 | 7.95179419406062 |
| 2017-02-01 | 7.98102773986720 |
| 2017-03-01 | 7.95479387544845 |
| 2017-04-01 | 7.99907311756915 |
| 2017-05-01 | 8.02723870389799 |
| 2017-06-01 | 8.05285897745713 |
| 2017-07-01 | 7.93901706370110 |
| 2017-08-01 | 7.87272746651167 |
| 2017-09-01 | 7.85052070680927 |
| 2017-10-01 | 7.85571748172298 |
| 2017-11-01 | 7.86230169894950 |
| 2017-12-01 | 7.82607942290580 |
| 2018-01-01 | 7.95949399439221 |
| 2018-02-01 | 7.89138783575482 |
| 2018-03-01 | 8.37513824327961 |
| 2018-04-01 | 8.31083247421647 |
| 2018-05-01 | 8.34197498198130 |
| 2018-06-01 | 8.44343632678415 |
| 2018-07-01 | 8.50902216146959 |
| 2018-08-01 | 8.57109797365369 |
| 2018-09-01 | 8.53060021030906 |
| 2018-10-01 | 8.65865365886066 |
| 2018-11-01 | 8.67075527866383 |
| 2018-12-01 | 8.72043275732271 |
| 2019-01-01 | 8.56396103921403 |
| 2019-02-01 | 8.60665747830792 |
| 2019-03-01 | 8.59516330909202 |
| 2019-04-01 | 8.50886505447887 |
| 2019-05-01 | 8.54788820573756 |
| 2019-06-01 | 8.62829696193911 |
| 2019-07-01 | 8.78860395411619 |
| 2019-08-01 | 8.76835501156970 |
| 2019-09-01 | 8.81907414795268 |
| 2019-10-01 | 8.76004159960677 |
| 2019-11-01 | 8.88797179612199 |
| 2019-12-01 | 8.92331565025147 |
| 2020-01-01 | 8.97030592856938 |
| 2020-02-01 | 8.91569326323472 |
| 2020-03-01 | 8.80735088354976 |
| 2020-04-01 | 4.80155801297935 |
| 2020-05-01 | 4.74001578687236 |
| 2020-06-01 | 4.71311164967562 |
| 2020-07-01 | 4.27995542638744 |
| 2020-08-01 | 4.55313212707445 |
| 2020-09-01 | 4.81579591811037 |
| 2020-10-01 | 4.97145615415429 |
| 2020-11-01 | 5.01665450071205 |
| 2020-12-01 | 4.83644411027310 |
| 2021-01-01 | 4.87084875590811 |
| 2021-02-01 | 4.92178827157947 |
| 2021-03-01 | 5.00448056130190 |
| 2021-04-01 | 5.08556242811341 |
| 2021-05-01 | 5.22198152912544 |
| 2021-06-01 | 5.29866360736575 |
| 2021-07-01 | 5.48181955314985 |
| 2021-08-01 | 5.63799929696681 |
| 2021-09-01 | 5.72381805459608 |
| 2021-10-01 | 5.89135467278910 |
| 2021-11-01 | 5.84246949415984 |
| 2021-12-01 | 5.95400081238020 |
| 2022-01-01 | 6.06744940103856 |
| 2022-02-01 | 6.12109162201880 |
| 2022-03-01 | 6.28778506571179 |
| 2022-04-01 | 6.47386353630008 |
| 2022-05-01 | 6.50472759767937 |
| 2022-06-01 | 6.58112948109407 |
| 2022-07-01 | 6.58826359247428 |
| 2022-08-01 | 6.62553654331157 |
| 2022-09-01 | 6.64421116139879 |
| 2022-10-01 | 6.71241802270748 |
| 2022-11-01 | 6.76505448523698 |
| 2022-12-01 | 6.67084959757019 |
| 2023-01-01 | 6.85483872074410 |
| 2023-02-01 | 7.02013641377004 |
| 2023-03-01 | 6.95976924597186 |
| 2023-04-01 | 7.06167994625432 |
| 2023-05-01 | 7.09145230785965 |
| 2023-06-01 | 7.06888860605448 |
| 2023-07-01 | 6.99936665203322 |
| 2023-08-01 | 7.12671047386037 |
| 2023-09-01 | 7.07356885734286 |
| 2023-10-01 | 6.93132951530332 |
| 2023-11-01 | 6.97107903118531 |
| 2023-12-01 | 6.97421951917625 |
| 2024-01-01 | 6.94075915580076 |
| 2024-02-01 | 6.90927779898174 |
| 2024-03-01 | 6.93151473269209 |
| 2024-04-01 | 6.86180416547513 |
| 2024-05-01 | 6.88909850992197 |
| 2024-06-01 | 6.86741293148415 |
| 2024-07-01 | 6.91112811615580 |
| 2024-08-01 | 6.83226719814401 |
| 2024-09-01 | 6.69400007669389 |
| 2024-10-01 | 6.64754874614374 |
| 2024-11-01 | 6.66983356783422 |
| 2024-12-01 | 6.56772318726168 |
| 2025-01-01 | 6.62191254261834 |
| 2025-02-01 | 6.49992098659373 |
| 2025-03-01 | 6.50882058360257 |
| 2025-04-01 | 6.26819724560589 |
| 2025-05-01 | 6.29149593867040 |
| 2025-06-01 | 6.37393984601928 |
| 2025-07-01 | 6.32017726517890 |
| 2025-08-01 | 6.24577557830337 |
| 2025-09-01 | 6.30487093815051 |
| 2025-10-01 | 6.35624659931101 |
| 2025-11-01 | 6.35980466307838 |
| 2025-12-01 | 6.45994591634221 |
| 2026-01-01 | 6.40582251927671 |
| 2026-02-01 | 6.39290394757635 |
| 2026-03-01 | 6.39504755051263 |
| 2026-04-01 | 6.37724675951918 |
| 2026-05-01 | 6.39939065079812 |
| 2026-06-01 | 6.28252333067417 |