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 2026-07-01 |
| Last Updated | 2026-08-21 7:24 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 | 6.41908738535538 |
| 1990-02-01 | 6.45289974031542 |
| 1990-03-01 | 6.18326878178625 |
| 1990-04-01 | 6.68539824838388 |
| 1990-05-01 | 6.71313036268645 |
| 1990-06-01 | 6.71111010117498 |
| 1990-07-01 | 6.91605927565644 |
| 1990-08-01 | 7.00190693788730 |
| 1990-09-01 | 7.17852120428365 |
| 1990-10-01 | 6.79412122199598 |
| 1990-11-01 | 6.81972040297282 |
| 1990-12-01 | 6.81944353110303 |
| 1991-01-01 | 6.72644874544119 |
| 1991-02-01 | 6.65955367223271 |
| 1991-03-01 | 6.58314141154565 |
| 1991-04-01 | 6.38748149582871 |
| 1991-05-01 | 6.30912042782151 |
| 1991-06-01 | 6.29420340091940 |
| 1991-07-01 | 6.11446112415022 |
| 1991-08-01 | 6.10079847808584 |
| 1991-09-01 | 5.87809503673739 |
| 1991-10-01 | 6.09788580966603 |
| 1991-11-01 | 6.12944245583597 |
| 1991-12-01 | 6.02402529453883 |
| 1992-01-01 | 6.13712963964872 |
| 1992-02-01 | 6.16930179573732 |
| 1992-03-01 | 6.17361530426940 |
| 1992-04-01 | 6.28618151544514 |
| 1992-05-01 | 6.30351219018294 |
| 1992-06-01 | 6.15719944051777 |
| 1992-07-01 | 6.21864726541910 |
| 1992-08-01 | 6.10986663781794 |
| 1992-09-01 | 6.17298138213168 |
| 1992-10-01 | 6.20180225219763 |
| 1992-11-01 | 6.14501565412883 |
| 1992-12-01 | 6.13150807513053 |
| 1993-01-01 | 6.05258317769647 |
| 1993-02-01 | 5.97651020552021 |
| 1993-03-01 | 5.87758473780863 |
| 1993-04-01 | 5.67635299390724 |
| 1993-05-01 | 5.59546316107965 |
| 1993-06-01 | 5.61495683849350 |
| 1993-07-01 | 6.31549675742404 |
| 1993-08-01 | 6.31582653083120 |
| 1993-09-01 | 6.15772909241666 |
| 1993-10-01 | 6.70411564528667 |
| 1993-11-01 | 6.77880512702093 |
| 1993-12-01 | 6.14525047758182 |
| 1994-01-01 | 5.97690631905547 |
| 1994-02-01 | 5.88086622057757 |
| 1994-03-01 | 5.87953857896585 |
| 1994-04-01 | 5.86524702219398 |
| 1994-05-01 | 5.88970725136009 |
| 1994-06-01 | 5.86810163389889 |
| 1994-07-01 | 5.60505948900683 |
| 1994-08-01 | 5.51070175264913 |
| 1994-09-01 | 5.43892859275812 |
| 1994-10-01 | 5.41806980128896 |
| 1994-11-01 | 5.31246448583504 |
| 1994-12-01 | 5.26489851156413 |
| 1995-01-01 | 5.50955881277297 |
| 1995-02-01 | 5.48180123181301 |
| 1995-03-01 | 5.69227963848088 |
| 1995-04-01 | 5.63978581599064 |
| 1995-05-01 | 5.57966131613739 |
| 1995-06-01 | 5.63562417386858 |
| 1995-07-01 | 5.48086701116632 |
| 1995-08-01 | 5.50038067683100 |
| 1995-09-01 | 5.62326751356779 |
| 1995-10-01 | 5.63194108764589 |
| 1995-11-01 | 5.64913926442183 |
| 1995-12-01 | 5.69672763083197 |
| 1996-01-01 | 5.63662602551626 |
| 1996-02-01 | 5.67583403482071 |
| 1996-03-01 | 5.39370772712748 |
| 1996-04-01 | 5.41558509086125 |
| 1996-05-01 | 5.37095323790418 |
| 1996-06-01 | 5.51829531638415 |
| 1996-07-01 | 5.85638917154126 |
| 1996-08-01 | 5.89304420038631 |
| 1996-09-01 | 5.82112433630412 |
| 1996-10-01 | 5.85282434379346 |
| 1996-11-01 | 5.76059955925100 |
| 1996-12-01 | 5.82752396899201 |
| 1997-01-01 | 5.74563377060452 |
| 1997-02-01 | 5.85354761795785 |
| 1997-03-01 | 5.80441456332026 |
| 1997-04-01 | 6.30178127214062 |
| 1997-05-01 | 6.17538434869828 |
| 1997-06-01 | 6.22714495702572 |
| 1997-07-01 | 6.02493613983812 |
| 1997-08-01 | 5.97595734009286 |
| 1997-09-01 | 5.92223956252280 |
| 1997-10-01 | 5.76795485236114 |
| 1997-11-01 | 5.75911114708378 |
| 1997-12-01 | 5.76484620648040 |
| 1998-01-01 | 5.73997160085679 |
| 1998-02-01 | 5.83339653769073 |
| 1998-03-01 | 5.91169158431410 |
| 1998-04-01 | 5.99625773097377 |
| 1998-05-01 | 5.88562262137082 |
| 1998-06-01 | 5.84509977089884 |
| 1998-07-01 | 6.40461262357993 |
| 1998-08-01 | 6.24307716933776 |
| 1998-09-01 | 6.23032484746022 |
| 1998-10-01 | 6.88361662898254 |
| 1998-11-01 | 6.84697972024867 |
| 1998-12-01 | 6.79818144889218 |
| 1999-01-01 | 6.21951964552453 |
| 1999-02-01 | 6.21963231730541 |
| 1999-03-01 | 6.23355375441845 |
| 1999-04-01 | 6.18590335125483 |
| 1999-05-01 | 6.30225183635296 |
| 1999-06-01 | 6.26007025877033 |
| 1999-07-01 | 6.39365030058735 |
| 1999-08-01 | 6.40934290290975 |
| 1999-09-01 | 6.44030610129020 |
| 1999-10-01 | 6.68077951839266 |
| 1999-11-01 | 6.93528285930011 |
| 1999-12-01 | 7.02581515784382 |
| 2000-01-01 | 7.10037009717322 |
| 2000-02-01 | 7.12252325655793 |
| 2000-03-01 | 7.05721018253106 |
| 2000-04-01 | 6.87352628932637 |
| 2000-05-01 | 6.81346779882433 |
| 2000-06-01 | 6.76863374576871 |
| 2000-07-01 | 7.09749430737220 |
| 2000-08-01 | 7.17680864098912 |
| 2000-09-01 | 7.24269382198443 |
| 2000-10-01 | 7.07527346128331 |
| 2000-11-01 | 7.12866929631607 |
| 2000-12-01 | 7.03614945407649 |
| 2001-01-01 | 7.18241858224262 |
| 2001-02-01 | 7.23188269553278 |
| 2001-03-01 | 7.29253407833306 |
| 2001-04-01 | 7.36005723716881 |
| 2001-05-01 | 7.33303968856406 |
| 2001-06-01 | 7.37585189660358 |
| 2001-07-01 | 7.29202054412037 |
| 2001-08-01 | 7.44309526804830 |
| 2001-09-01 | 7.32791781358242 |
| 2001-10-01 | 7.36354350129035 |
| 2001-11-01 | 7.23262973284271 |
| 2001-12-01 | 7.14236343547034 |
| 2002-01-01 | 7.38929096141550 |
| 2002-02-01 | 7.35593558484640 |
| 2002-03-01 | 7.32311283712686 |
| 2002-04-01 | 7.54177524257554 |
| 2002-05-01 | 7.53475943885514 |
| 2002-06-01 | 7.58282003258083 |
| 2002-07-01 | 7.47732200263274 |
| 2002-08-01 | 7.41984731130331 |
| 2002-09-01 | 7.40624300722976 |
| 2002-10-01 | 7.55539266407883 |
| 2002-11-01 | 7.54151472370927 |
| 2002-12-01 | 7.54320826620819 |
| 2003-01-01 | 7.30896398724734 |
| 2003-02-01 | 7.28459245006775 |
| 2003-03-01 | 7.24895538945474 |
| 2003-04-01 | 7.02242099777629 |
| 2003-05-01 | 7.13025266843422 |
| 2003-06-01 | 7.09148531853462 |
| 2003-07-01 | 7.04207545418445 |
| 2003-08-01 | 7.12114495553992 |
| 2003-09-01 | 7.08823669157652 |
| 2003-10-01 | 6.94411988887439 |
| 2003-11-01 | 6.93967289258618 |
| 2003-12-01 | 6.93878003289063 |
| 2004-01-01 | 6.93914661197414 |
| 2004-02-01 | 6.81156033063487 |
| 2004-03-01 | 6.76353504286375 |
| 2004-04-01 | 6.71772369994340 |
| 2004-05-01 | 6.42147441068647 |
| 2004-06-01 | 6.40939651936013 |
| 2004-07-01 | 7.00638241060432 |
| 2004-08-01 | 7.02510160105253 |
| 2004-09-01 | 6.77165514541323 |
| 2004-10-01 | 6.63650607130360 |
| 2004-11-01 | 6.52908945770930 |
| 2004-12-01 | 6.53072681474802 |
| 2005-01-01 | 6.55649185845537 |
| 2005-02-01 | 6.62774143158601 |
| 2005-03-01 | 6.47398955788902 |
| 2005-04-01 | 6.72979747082503 |
| 2005-05-01 | 6.82931386916438 |
| 2005-06-01 | 6.82975667928474 |
| 2005-07-01 | 6.97539501997602 |
| 2005-08-01 | 6.92677340605088 |
| 2005-09-01 | 7.05209190279472 |
| 2005-10-01 | 7.12305652216366 |
| 2005-11-01 | 7.21384508273635 |
| 2005-12-01 | 7.22703954658337 |
| 2006-01-01 | 7.16854311915559 |
| 2006-02-01 | 7.23111670045464 |
| 2006-03-01 | 7.27947834183965 |
| 2006-04-01 | 7.25236146079863 |
| 2006-05-01 | 7.34269957444142 |
| 2006-06-01 | 7.44602533594222 |
| 2006-07-01 | 7.36891628114973 |
| 2006-08-01 | 7.22293622511667 |
| 2006-09-01 | 7.24203137951315 |
| 2006-10-01 | 7.19831289208289 |
| 2006-11-01 | 7.19914693800086 |
| 2006-12-01 | 7.12152399320265 |
| 2007-01-01 | 7.16630530710952 |
| 2007-02-01 | 7.12621859716509 |
| 2007-03-01 | 7.18593173263621 |
| 2007-04-01 | 7.28067341777043 |
| 2007-05-01 | 7.25721681911130 |
| 2007-06-01 | 7.25118003031807 |
| 2007-07-01 | 7.27814150868234 |
| 2007-08-01 | 7.42670473838729 |
| 2007-09-01 | 7.54763801983361 |
| 2007-10-01 | 7.36639905051452 |
| 2007-11-01 | 7.38005092823259 |
| 2007-12-01 | 7.41377729154826 |
| 2008-01-01 | 7.56088538897405 |
| 2008-02-01 | 7.41530674839734 |
| 2008-03-01 | 7.38728583069603 |
| 2008-04-01 | 7.30661950290165 |
| 2008-05-01 | 7.36517062597019 |
| 2008-06-01 | 7.45076454300923 |
| 2008-07-01 | 7.50678878337188 |
| 2008-08-01 | 7.63039796817875 |
| 2008-09-01 | 7.56231704624333 |
| 2008-10-01 | 7.44140527050223 |
| 2008-11-01 | 7.36619687733327 |
| 2008-12-01 | 7.30267427695478 |
| 2009-01-01 | 7.14638331534050 |
| 2009-02-01 | 7.10156688244441 |
| 2009-03-01 | 6.98590245601064 |
| 2009-04-01 | 6.82145194937055 |
| 2009-05-01 | 6.77361668153973 |
| 2009-06-01 | 6.74540439807671 |
| 2009-07-01 | 6.63679363768082 |
| 2009-08-01 | 6.63714106500747 |
| 2009-09-01 | 6.58007905735514 |
| 2009-10-01 | 6.62572350080673 |
| 2009-11-01 | 6.55656134277537 |
| 2009-12-01 | 6.59938647845758 |
| 2010-01-01 | 6.63650531666586 |
| 2010-02-01 | 6.58289611457962 |
| 2010-03-01 | 6.58419515256134 |
| 2010-04-01 | 6.52533941198844 |
| 2010-05-01 | 6.56851138143302 |
| 2010-06-01 | 6.52962812399911 |
| 2010-07-01 | 6.56741707998797 |
| 2010-08-01 | 6.55342396852824 |
| 2010-09-01 | 6.50509504367270 |
| 2010-10-01 | 6.61692360240943 |
| 2010-11-01 | 6.64854676573035 |
| 2010-12-01 | 6.59873284542590 |
| 2011-01-01 | 6.63016300290065 |
| 2011-02-01 | 6.66872311557190 |
| 2011-03-01 | 6.78212705516873 |
| 2011-04-01 | 6.72201258466234 |
| 2011-05-01 | 6.75613767919086 |
| 2011-06-01 | 6.70638139795880 |
| 2011-07-01 | 6.58685303020035 |
| 2011-08-01 | 6.67188697301782 |
| 2011-09-01 | 6.73172344213099 |
| 2011-10-01 | 6.71588053582641 |
| 2011-11-01 | 6.74174599784031 |
| 2011-12-01 | 6.81362336009805 |
| 2012-01-01 | 6.92651942776452 |
| 2012-02-01 | 6.75864152814086 |
| 2012-03-01 | 6.77663368274967 |
| 2012-04-01 | 6.80932110166890 |
| 2012-05-01 | 6.73578523303853 |
| 2012-06-01 | 6.78488834270851 |
| 2012-07-01 | 6.80411906533461 |
| 2012-08-01 | 6.88539737749929 |
| 2012-09-01 | 6.85609633889746 |
| 2012-10-01 | 6.82080656671965 |
| 2012-11-01 | 6.84268822078754 |
| 2012-12-01 | 6.82547664500919 |
| 2013-01-01 | 6.82380004848060 |
| 2013-02-01 | 6.85473336192279 |
| 2013-03-01 | 6.76524846577006 |
| 2013-04-01 | 6.79638742716160 |
| 2013-05-01 | 6.82333021817337 |
| 2013-06-01 | 6.87500079547620 |
| 2013-07-01 | 6.81125842217019 |
| 2013-08-01 | 6.78587177872474 |
| 2013-09-01 | 6.86673649647132 |
| 2013-10-01 | 6.92953806379577 |
| 2013-11-01 | 6.94835904371088 |
| 2013-12-01 | 6.94007452230714 |
| 2014-01-01 | 6.92723183301410 |
| 2014-02-01 | 6.95261099297915 |
| 2014-03-01 | 6.95480933367532 |
| 2014-04-01 | 6.99056651833922 |
| 2014-05-01 | 7.01080513150515 |
| 2014-06-01 | 7.06446678862248 |
| 2014-07-01 | 7.01086885527005 |
| 2014-08-01 | 6.88524594339508 |
| 2014-09-01 | 6.97132353082149 |
| 2014-10-01 | 7.03545461837216 |
| 2014-11-01 | 7.05593483547220 |
| 2014-12-01 | 7.04972451292345 |
| 2015-01-01 | 7.23309287792961 |
| 2015-02-01 | 7.25953500037001 |
| 2015-03-01 | 7.34691282342868 |
| 2015-04-01 | 7.58741255292136 |
| 2015-05-01 | 7.40681238675762 |
| 2015-06-01 | 7.35867075029060 |
| 2015-07-01 | 7.39677411989902 |
| 2015-08-01 | 7.47979924992944 |
| 2015-09-01 | 7.47329074868425 |
| 2015-10-01 | 7.53897449134770 |
| 2015-11-01 | 7.45956575350785 |
| 2015-12-01 | 7.65265435202599 |
| 2016-01-01 | 7.64354358947974 |
| 2016-02-01 | 7.66914224343292 |
| 2016-03-01 | 7.74636106236760 |
| 2016-04-01 | 7.69221363054743 |
| 2016-05-01 | 7.71073164658884 |
| 2016-06-01 | 7.65442815647250 |
| 2016-07-01 | 7.76955964849440 |
| 2016-08-01 | 7.87569540487028 |
| 2016-09-01 | 7.96846856276798 |
| 2016-10-01 | 7.74759417429253 |
| 2016-11-01 | 7.76138093060042 |
| 2016-12-01 | 7.94137203026859 |
| 2017-01-01 | 7.95179770428378 |
| 2017-02-01 | 7.98103569608467 |
| 2017-03-01 | 7.95480205431010 |
| 2017-04-01 | 7.99906672672353 |
| 2017-05-01 | 8.02723276338777 |
| 2017-06-01 | 8.05285394335176 |
| 2017-07-01 | 7.93900894112149 |
| 2017-08-01 | 7.87273463186421 |
| 2017-09-01 | 7.85050642836561 |
| 2017-10-01 | 7.85572938869627 |
| 2017-11-01 | 7.86230220408369 |
| 2017-12-01 | 7.82608339618968 |
| 2018-01-01 | 7.95949870590339 |
| 2018-02-01 | 7.89139551414436 |
| 2018-03-01 | 8.37514574122705 |
| 2018-04-01 | 8.31081595739987 |
| 2018-05-01 | 8.34196429174249 |
| 2018-06-01 | 8.44343266584957 |
| 2018-07-01 | 8.50901579806179 |
| 2018-08-01 | 8.57112268151219 |
| 2018-09-01 | 8.53058043507562 |
| 2018-10-01 | 8.65868056283925 |
| 2018-11-01 | 8.67075241856756 |
| 2018-12-01 | 8.72043186472189 |
| 2019-01-01 | 8.56395848694912 |
| 2019-02-01 | 8.60665497840030 |
| 2019-03-01 | 8.59516128183660 |
| 2019-04-01 | 8.50883479685055 |
| 2019-05-01 | 8.54787739312415 |
| 2019-06-01 | 8.62830717740847 |
| 2019-07-01 | 8.78861363017070 |
| 2019-08-01 | 8.76840699492697 |
| 2019-09-01 | 8.81905078474019 |
| 2019-10-01 | 8.76008066830648 |
| 2019-11-01 | 8.88796391115359 |
| 2019-12-01 | 8.92329117761450 |
| 2020-01-01 | 8.97030793730679 |
| 2020-02-01 | 8.91568251811102 |
| 2020-03-01 | 8.80732302981464 |
| 2020-04-01 | 4.80150021965163 |
| 2020-05-01 | 4.73996986113076 |
| 2020-06-01 | 4.71307370982781 |
| 2020-07-01 | 4.27991002168208 |
| 2020-08-01 | 4.55359890432419 |
| 2020-09-01 | 4.81574793300164 |
| 2020-10-01 | 4.97128598050778 |
| 2020-11-01 | 5.01670322948355 |
| 2020-12-01 | 4.83647040876532 |
| 2021-01-01 | 4.87089776768516 |
| 2021-02-01 | 4.92175817744322 |
| 2021-03-01 | 5.00435679690573 |
| 2021-04-01 | 5.08534855031654 |
| 2021-05-01 | 5.22175804233749 |
| 2021-06-01 | 5.29848001435901 |
| 2021-07-01 | 5.48184068311784 |
| 2021-08-01 | 5.63892094167145 |
| 2021-09-01 | 5.72383979640677 |
| 2021-10-01 | 5.89109170418378 |
| 2021-11-01 | 5.84267642404069 |
| 2021-12-01 | 5.95409438852090 |
| 2022-01-01 | 6.06796333498432 |
| 2022-02-01 | 6.12083956381864 |
| 2022-03-01 | 6.28774604980402 |
| 2022-04-01 | 6.47265924992506 |
| 2022-05-01 | 6.50406106364201 |
| 2022-06-01 | 6.58065762107994 |
| 2022-07-01 | 6.58837739288221 |
| 2022-08-01 | 6.62699471071376 |
| 2022-09-01 | 6.64461208876106 |
| 2022-10-01 | 6.71242004617084 |
| 2022-11-01 | 6.76582432955287 |
| 2022-12-01 | 6.67122820526909 |
| 2023-01-01 | 6.85609123851373 |
| 2023-02-01 | 7.01974007200154 |
| 2023-03-01 | 6.95953609980030 |
| 2023-04-01 | 7.05870197927386 |
| 2023-05-01 | 7.08889459516448 |
| 2023-06-01 | 7.06822209572036 |
| 2023-07-01 | 6.99903345607123 |
| 2023-08-01 | 7.12983259001514 |
| 2023-09-01 | 7.07529274874512 |
| 2023-10-01 | 6.93227661420729 |
| 2023-11-01 | 6.97253281710624 |
| 2023-12-01 | 6.97481702358266 |
| 2024-01-01 | 6.94247068592695 |
| 2024-02-01 | 6.90829537886571 |
| 2024-03-01 | 6.93064968094835 |
| 2024-04-01 | 6.85673710325339 |
| 2024-05-01 | 6.88441038142990 |
| 2024-06-01 | 6.86628767848363 |
| 2024-07-01 | 6.91124352650830 |
| 2024-08-01 | 6.83746647607192 |
| 2024-09-01 | 6.69719061338828 |
| 2024-10-01 | 6.64942360542533 |
| 2024-11-01 | 6.67197617819476 |
| 2024-12-01 | 6.56853099428025 |
| 2025-01-01 | 6.62375460221528 |
| 2025-02-01 | 6.49845014857968 |
| 2025-03-01 | 6.50703227311709 |
| 2025-04-01 | 6.26139671334301 |
| 2025-05-01 | 6.28447193159825 |
| 2025-06-01 | 6.37248035461922 |
| 2025-07-01 | 6.32047647046873 |
| 2025-08-01 | 6.25313446238861 |
| 2025-09-01 | 6.30961374497429 |
| 2025-10-01 | 6.35912489912316 |
| 2025-11-01 | 6.36238450380343 |
| 2025-12-01 | 6.46078280311998 |
| 2026-01-01 | 6.40738505828932 |
| 2026-02-01 | 6.39031671765608 |
| 2026-03-01 | 6.39214815658687 |
| 2026-04-01 | 6.36873359988993 |
| 2026-05-01 | 6.39074894581380 |
| 2026-06-01 | 6.28032460948859 |
| 2026-07-01 | 6.22724466589472 |