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 2026-01-01 |
| Last Updated | 2026-04-10 3:04 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 | 6.41902903272170 |
| 1990-02-01 | 6.45283128079989 |
| 1990-03-01 | 6.18317274944684 |
| 1990-04-01 | 6.68528354659646 |
| 1990-05-01 | 6.71312541558368 |
| 1990-06-01 | 6.71090637093048 |
| 1990-07-01 | 6.91615930812920 |
| 1990-08-01 | 7.00200057288009 |
| 1990-09-01 | 7.17866858858675 |
| 1990-10-01 | 6.79435809933598 |
| 1990-11-01 | 6.81980534711134 |
| 1990-12-01 | 6.81934456860547 |
| 1991-01-01 | 6.72637450685079 |
| 1991-02-01 | 6.65947646527530 |
| 1991-03-01 | 6.58304337697992 |
| 1991-04-01 | 6.38736725630713 |
| 1991-05-01 | 6.30912202784219 |
| 1991-06-01 | 6.29396835353576 |
| 1991-07-01 | 6.11458371255189 |
| 1991-08-01 | 6.10091056886494 |
| 1991-09-01 | 5.87825268925309 |
| 1991-10-01 | 6.09812843103582 |
| 1991-11-01 | 6.12955624303941 |
| 1991-12-01 | 6.02387384601571 |
| 1992-01-01 | 6.13704274506120 |
| 1992-02-01 | 6.16921342140349 |
| 1992-03-01 | 6.17352306819457 |
| 1992-04-01 | 6.28606824556712 |
| 1992-05-01 | 6.30351358339552 |
| 1992-06-01 | 6.15696002715056 |
| 1992-07-01 | 6.21879110255156 |
| 1992-08-01 | 6.11000162062595 |
| 1992-09-01 | 6.17314682101777 |
| 1992-10-01 | 6.20202365434023 |
| 1992-11-01 | 6.14516287044608 |
| 1992-12-01 | 6.13130516763226 |
| 1993-01-01 | 6.05248358265527 |
| 1993-02-01 | 5.97641246584564 |
| 1993-03-01 | 5.87750617045850 |
| 1993-04-01 | 5.67625360452876 |
| 1993-05-01 | 5.59545991985631 |
| 1993-06-01 | 5.61473506014677 |
| 1993-07-01 | 6.31564371024667 |
| 1993-08-01 | 6.31598327059887 |
| 1993-09-01 | 6.15788429041515 |
| 1993-10-01 | 6.70430191440164 |
| 1993-11-01 | 6.77895860459772 |
| 1993-12-01 | 6.14502327990679 |
| 1994-01-01 | 5.97680868485910 |
| 1994-02-01 | 5.88077523628952 |
| 1994-03-01 | 5.87948000735327 |
| 1994-04-01 | 5.86515962698708 |
| 1994-05-01 | 5.88969855425731 |
| 1994-06-01 | 5.86790518990865 |
| 1994-07-01 | 5.60519970887530 |
| 1994-08-01 | 5.51086361542159 |
| 1994-09-01 | 5.43905835185175 |
| 1994-10-01 | 5.41821493628042 |
| 1994-11-01 | 5.31261683738124 |
| 1994-12-01 | 5.26467581922629 |
| 1995-01-01 | 5.50946216868999 |
| 1995-02-01 | 5.48172709616645 |
| 1995-03-01 | 5.69224614138400 |
| 1995-04-01 | 5.63972932849367 |
| 1995-05-01 | 5.57965334362397 |
| 1995-06-01 | 5.63546408358486 |
| 1995-07-01 | 5.48097102113339 |
| 1995-08-01 | 5.50051436807425 |
| 1995-09-01 | 5.62334064580981 |
| 1995-10-01 | 5.63206664647129 |
| 1995-11-01 | 5.64926521424337 |
| 1995-12-01 | 5.69655307369928 |
| 1996-01-01 | 5.63654701111109 |
| 1996-02-01 | 5.67578536102310 |
| 1996-03-01 | 5.39369800619073 |
| 1996-04-01 | 5.41555343028394 |
| 1996-05-01 | 5.37094168958079 |
| 1996-06-01 | 5.51819630629961 |
| 1996-07-01 | 5.85644565254487 |
| 1996-08-01 | 5.89312901299915 |
| 1996-09-01 | 5.82111385260352 |
| 1996-10-01 | 5.85293031495620 |
| 1996-11-01 | 5.76069735922155 |
| 1996-12-01 | 5.82744089318498 |
| 1997-01-01 | 5.74557886215735 |
| 1997-02-01 | 5.85351963997621 |
| 1997-03-01 | 5.80441470040061 |
| 1997-04-01 | 6.30177217117692 |
| 1997-05-01 | 6.17536794320952 |
| 1997-06-01 | 6.22710567892839 |
| 1997-07-01 | 6.02494839923209 |
| 1997-08-01 | 5.97599968232090 |
| 1997-09-01 | 5.92213061041524 |
| 1997-10-01 | 5.76804974036002 |
| 1997-11-01 | 5.75918781855774 |
| 1997-12-01 | 5.76485936187585 |
| 1998-01-01 | 5.73994214370473 |
| 1998-02-01 | 5.83338727355790 |
| 1998-03-01 | 5.91169089836135 |
| 1998-04-01 | 5.99625271453033 |
| 1998-05-01 | 5.88560932771985 |
| 1998-06-01 | 5.84508603153941 |
| 1998-07-01 | 6.40460890533561 |
| 1998-08-01 | 6.24308958112507 |
| 1998-09-01 | 6.23015077687352 |
| 1998-10-01 | 6.88370272670654 |
| 1998-11-01 | 6.84705127458621 |
| 1998-12-01 | 6.79824954777013 |
| 1999-01-01 | 6.21950479531316 |
| 1999-02-01 | 6.21963177431960 |
| 1999-03-01 | 6.23355093233663 |
| 1999-04-01 | 6.18590586744067 |
| 1999-05-01 | 6.30224942107217 |
| 1999-06-01 | 6.26005873765651 |
| 1999-07-01 | 6.39364288354814 |
| 1999-08-01 | 6.40933580758026 |
| 1999-09-01 | 6.44010530139995 |
| 1999-10-01 | 6.68086044301439 |
| 1999-11-01 | 6.93535036845744 |
| 1999-12-01 | 7.02589053075287 |
| 2000-01-01 | 7.10036550369842 |
| 2000-02-01 | 7.12252462794928 |
| 2000-03-01 | 7.05720624052478 |
| 2000-04-01 | 6.87355383535665 |
| 2000-05-01 | 6.81346938585125 |
| 2000-06-01 | 6.76862551349384 |
| 2000-07-01 | 7.09748694203354 |
| 2000-08-01 | 7.17679324857643 |
| 2000-09-01 | 7.24250637030773 |
| 2000-10-01 | 7.07532522442237 |
| 2000-11-01 | 7.12871221571284 |
| 2000-12-01 | 7.03621320917513 |
| 2001-01-01 | 7.18242342870774 |
| 2001-02-01 | 7.23188871513215 |
| 2001-03-01 | 7.29254167906389 |
| 2001-04-01 | 7.36013445356077 |
| 2001-05-01 | 7.33298827961283 |
| 2001-06-01 | 7.37589147385530 |
| 2001-07-01 | 7.29196119841826 |
| 2001-08-01 | 7.44315077176122 |
| 2001-09-01 | 7.32774128402936 |
| 2001-10-01 | 7.36354621997535 |
| 2001-11-01 | 7.23263805618350 |
| 2001-12-01 | 7.14240455050675 |
| 2002-01-01 | 7.38929729959804 |
| 2002-02-01 | 7.35595107905567 |
| 2002-03-01 | 7.32313532578726 |
| 2002-04-01 | 7.54190439349639 |
| 2002-05-01 | 7.53465489649476 |
| 2002-06-01 | 7.58290827971464 |
| 2002-07-01 | 7.47720914003168 |
| 2002-08-01 | 7.41997084940200 |
| 2002-09-01 | 7.40609678551832 |
| 2002-10-01 | 7.55534325136282 |
| 2002-11-01 | 7.54148620321261 |
| 2002-12-01 | 7.54322491601249 |
| 2003-01-01 | 7.30897128070618 |
| 2003-02-01 | 7.28461884538081 |
| 2003-03-01 | 7.24899674887785 |
| 2003-04-01 | 7.02257853538946 |
| 2003-05-01 | 7.13009636365889 |
| 2003-06-01 | 7.09163567532522 |
| 2003-07-01 | 7.04190623697853 |
| 2003-08-01 | 7.12132798756795 |
| 2003-09-01 | 7.08810644355264 |
| 2003-10-01 | 6.94404334139263 |
| 2003-11-01 | 6.93962580708583 |
| 2003-12-01 | 6.93877771306833 |
| 2004-01-01 | 6.93915043599811 |
| 2004-02-01 | 6.81158803503581 |
| 2004-03-01 | 6.76357976145860 |
| 2004-04-01 | 6.71788404854319 |
| 2004-05-01 | 6.42131771808947 |
| 2004-06-01 | 6.40956299095500 |
| 2004-07-01 | 7.00621243349063 |
| 2004-08-01 | 7.02528496364167 |
| 2004-09-01 | 6.77154156219867 |
| 2004-10-01 | 6.63642613142220 |
| 2004-11-01 | 6.52903851443394 |
| 2004-12-01 | 6.53071147747382 |
| 2005-01-01 | 6.55649485287754 |
| 2005-02-01 | 6.62776763447652 |
| 2005-03-01 | 6.47403507274197 |
| 2005-04-01 | 6.72993674051988 |
| 2005-05-01 | 6.82915891136102 |
| 2005-06-01 | 6.82994015488078 |
| 2005-07-01 | 6.97522688399725 |
| 2005-08-01 | 6.92696125300006 |
| 2005-09-01 | 7.05197886156030 |
| 2005-10-01 | 7.12298461419045 |
| 2005-11-01 | 7.21380057004293 |
| 2005-12-01 | 7.22701956769611 |
| 2006-01-01 | 7.16854891941823 |
| 2006-02-01 | 7.23113793843070 |
| 2006-03-01 | 7.27951286312770 |
| 2006-04-01 | 7.25245650637648 |
| 2006-05-01 | 7.34260002577460 |
| 2006-06-01 | 7.44616482570096 |
| 2006-07-01 | 7.36880380784180 |
| 2006-08-01 | 7.22306197257176 |
| 2006-09-01 | 7.24194564273493 |
| 2006-10-01 | 7.19826271686160 |
| 2006-11-01 | 7.19911474882641 |
| 2006-12-01 | 7.12150842507517 |
| 2007-01-01 | 7.16631171143176 |
| 2007-02-01 | 7.12623157963660 |
| 2007-03-01 | 7.18595290232603 |
| 2007-04-01 | 7.28072095764052 |
| 2007-05-01 | 7.25717016096575 |
| 2007-06-01 | 7.25127368943256 |
| 2007-07-01 | 7.27808360959636 |
| 2007-08-01 | 7.42676574430719 |
| 2007-09-01 | 7.54758135015384 |
| 2007-10-01 | 7.36637175753439 |
| 2007-11-01 | 7.38003238425737 |
| 2007-12-01 | 7.41376784643154 |
| 2008-01-01 | 7.56089105104350 |
| 2008-02-01 | 7.41531069479846 |
| 2008-03-01 | 7.38729135057462 |
| 2008-04-01 | 7.30663983358529 |
| 2008-05-01 | 7.36517463612736 |
| 2008-06-01 | 7.45079590438585 |
| 2008-07-01 | 7.50678562728213 |
| 2008-08-01 | 7.63039547784919 |
| 2008-09-01 | 7.56228996536508 |
| 2008-10-01 | 7.44139769743757 |
| 2008-11-01 | 7.36618951399541 |
| 2008-12-01 | 7.30266867619402 |
| 2009-01-01 | 7.14638788327118 |
| 2009-02-01 | 7.10156641772672 |
| 2009-03-01 | 6.98590356974829 |
| 2009-04-01 | 6.82146771081847 |
| 2009-05-01 | 6.77361841353569 |
| 2009-06-01 | 6.74541980243665 |
| 2009-07-01 | 6.63679241928724 |
| 2009-08-01 | 6.63713971686224 |
| 2009-09-01 | 6.58005747739033 |
| 2009-10-01 | 6.62572100266236 |
| 2009-11-01 | 6.55655895151409 |
| 2009-12-01 | 6.59938487010699 |
| 2010-01-01 | 6.63650971099195 |
| 2010-02-01 | 6.58289638068292 |
| 2010-03-01 | 6.58419605259447 |
| 2010-04-01 | 6.52535035161453 |
| 2010-05-01 | 6.56851345129782 |
| 2010-06-01 | 6.52962902690446 |
| 2010-07-01 | 6.56741760369898 |
| 2010-08-01 | 6.55342285406848 |
| 2010-09-01 | 6.50508076744221 |
| 2010-10-01 | 6.61692325608236 |
| 2010-11-01 | 6.64854681830871 |
| 2010-12-01 | 6.59873330050025 |
| 2011-01-01 | 6.63016637232708 |
| 2011-02-01 | 6.66872413699904 |
| 2011-03-01 | 6.78212800482731 |
| 2011-04-01 | 6.72201817915075 |
| 2011-05-01 | 6.75613861404905 |
| 2011-06-01 | 6.70638160933613 |
| 2011-07-01 | 6.58685310060972 |
| 2011-08-01 | 6.67188287914281 |
| 2011-09-01 | 6.73171497938443 |
| 2011-10-01 | 6.71588101108091 |
| 2011-11-01 | 6.74174698697606 |
| 2011-12-01 | 6.81362523590656 |
| 2012-01-01 | 6.92652125790477 |
| 2012-02-01 | 6.75864339125398 |
| 2012-03-01 | 6.77663563123757 |
| 2012-04-01 | 6.80932193208770 |
| 2012-05-01 | 6.73578675936887 |
| 2012-06-01 | 6.78488909184829 |
| 2012-07-01 | 6.80411890235783 |
| 2012-08-01 | 6.88539127307895 |
| 2012-09-01 | 6.85608992218030 |
| 2012-10-01 | 6.82080446159317 |
| 2012-11-01 | 6.84269177440703 |
| 2012-12-01 | 6.82547812775386 |
| 2013-01-01 | 6.82380220454740 |
| 2013-02-01 | 6.85473647988824 |
| 2013-03-01 | 6.76525225816718 |
| 2013-04-01 | 6.79638916515667 |
| 2013-05-01 | 6.82333312559424 |
| 2013-06-01 | 6.87500205896568 |
| 2013-07-01 | 6.81125789343215 |
| 2013-08-01 | 6.78586248113361 |
| 2013-09-01 | 6.86672299819817 |
| 2013-10-01 | 6.92952922857044 |
| 2013-11-01 | 6.94836570619981 |
| 2013-12-01 | 6.94007716754819 |
| 2014-01-01 | 6.92723781802959 |
| 2014-02-01 | 6.95262025770963 |
| 2014-03-01 | 6.95481963455332 |
| 2014-04-01 | 6.99057210715244 |
| 2014-05-01 | 7.01080991765148 |
| 2014-06-01 | 7.06446669448653 |
| 2014-07-01 | 7.01086474369063 |
| 2014-08-01 | 6.88522929561833 |
| 2014-09-01 | 6.97129530529193 |
| 2014-10-01 | 7.03543236725009 |
| 2014-11-01 | 7.05593851660016 |
| 2014-12-01 | 7.04972022724331 |
| 2015-01-01 | 7.23309203142359 |
| 2015-02-01 | 7.25962799685478 |
| 2015-03-01 | 7.34694430458233 |
| 2015-04-01 | 7.58740475443298 |
| 2015-05-01 | 7.40680094044754 |
| 2015-06-01 | 7.35865223318042 |
| 2015-07-01 | 7.39675036596311 |
| 2015-08-01 | 7.47976451824249 |
| 2015-09-01 | 7.47324102713059 |
| 2015-10-01 | 7.53894122171817 |
| 2015-11-01 | 7.45957219944246 |
| 2015-12-01 | 7.65266099776640 |
| 2016-01-01 | 7.64355708518964 |
| 2016-02-01 | 7.66933753312634 |
| 2016-03-01 | 7.74642318518377 |
| 2016-04-01 | 7.69218939916682 |
| 2016-05-01 | 7.71068944016030 |
| 2016-06-01 | 7.65437003970653 |
| 2016-07-01 | 7.76949434279346 |
| 2016-08-01 | 7.87562527557060 |
| 2016-09-01 | 7.96838735718710 |
| 2016-10-01 | 7.74754324722339 |
| 2016-11-01 | 7.76139014955630 |
| 2016-12-01 | 7.94140092277959 |
| 2017-01-01 | 7.95185885911099 |
| 2017-02-01 | 7.98140573448224 |
| 2017-03-01 | 7.95501952769096 |
| 2017-04-01 | 7.99890419417636 |
| 2017-05-01 | 8.02709164860789 |
| 2017-06-01 | 8.05272825263607 |
| 2017-07-01 | 7.93888616399717 |
| 2017-08-01 | 7.87255421615566 |
| 2017-09-01 | 7.85046664247297 |
| 2017-10-01 | 7.85568483565740 |
| 2017-11-01 | 7.86233802949469 |
| 2017-12-01 | 7.82616753052311 |
| 2018-01-01 | 7.95964513397288 |
| 2018-02-01 | 7.89188300910626 |
| 2018-03-01 | 8.37551184527088 |
| 2018-04-01 | 8.31052400916171 |
| 2018-05-01 | 8.34171527418151 |
| 2018-06-01 | 8.44321881214925 |
| 2018-07-01 | 8.50881570812776 |
| 2018-08-01 | 8.57082116504568 |
| 2018-09-01 | 8.53059268562982 |
| 2018-10-01 | 8.65866347139118 |
| 2018-11-01 | 8.67083591215759 |
| 2018-12-01 | 8.72058600702872 |
| 2019-01-01 | 8.56419154385008 |
| 2019-02-01 | 8.60725054809194 |
| 2019-03-01 | 8.59566517650864 |
| 2019-04-01 | 8.50840931613198 |
| 2019-05-01 | 8.54752862545199 |
| 2019-06-01 | 8.62801605531053 |
| 2019-07-01 | 8.78834474279141 |
| 2019-08-01 | 8.76798982383426 |
| 2019-09-01 | 8.81909548395694 |
| 2019-10-01 | 8.76002963929462 |
| 2019-11-01 | 8.88800484438559 |
| 2019-12-01 | 8.92378454219086 |
| 2020-01-01 | 8.97056270228309 |
| 2020-02-01 | 8.91625005676629 |
| 2020-03-01 | 8.80788090537812 |
| 2020-04-01 | 4.80111988599239 |
| 2020-05-01 | 4.73960493823527 |
| 2020-06-01 | 4.71272727570688 |
| 2020-07-01 | 4.27956441172682 |
| 2020-08-01 | 4.55264117157696 |
| 2020-09-01 | 4.81567884757384 |
| 2020-10-01 | 4.97181306969942 |
| 2020-11-01 | 5.01655126126872 |
| 2020-12-01 | 4.83720549919214 |
| 2021-01-01 | 4.87120409814508 |
| 2021-02-01 | 4.92245324049145 |
| 2021-03-01 | 5.00515791991188 |
| 2021-04-01 | 5.08513488761280 |
| 2021-05-01 | 5.22132921399517 |
| 2021-06-01 | 5.29785043839566 |
| 2021-07-01 | 5.48100560238439 |
| 2021-08-01 | 5.63732785851521 |
| 2021-09-01 | 5.72368903644156 |
| 2021-10-01 | 5.89230415589156 |
| 2021-11-01 | 5.84246438197857 |
| 2021-12-01 | 5.95502324213525 |
| 2022-01-01 | 6.06753701560852 |
| 2022-02-01 | 6.12096411767694 |
| 2022-03-01 | 6.29273834081763 |
| 2022-04-01 | 6.47283096800232 |
| 2022-05-01 | 6.50250211293863 |
| 2022-06-01 | 6.57848320382228 |
| 2022-07-01 | 6.58578545658997 |
| 2022-08-01 | 6.62391674385234 |
| 2022-09-01 | 6.64391896634290 |
| 2022-10-01 | 6.71495200359743 |
| 2022-11-01 | 6.76751389648129 |
| 2022-12-01 | 6.67337599697754 |
| 2023-01-01 | 6.85401930411668 |
| 2023-02-01 | 7.01766303426785 |
| 2023-03-01 | 6.97087538862230 |
| 2023-04-01 | 7.05944349173756 |
| 2023-05-01 | 7.08969133596017 |
| 2023-06-01 | 7.06217940361408 |
| 2023-07-01 | 6.99235961604597 |
| 2023-08-01 | 7.12278647580771 |
| 2023-09-01 | 7.07306538098802 |
| 2023-10-01 | 6.93579442574939 |
| 2023-11-01 | 6.97758171579419 |
| 2023-12-01 | 6.98025526414305 |
| 2024-01-01 | 6.93972581760754 |
| 2024-02-01 | 6.90493030307468 |
| 2024-03-01 | 6.95030658282647 |
| 2024-04-01 | 6.85806325243255 |
| 2024-05-01 | 6.88744035723309 |
| 2024-06-01 | 6.85357849659404 |
| 2024-07-01 | 6.89870003689225 |
| 2024-08-01 | 6.82558170212113 |
| 2024-09-01 | 6.69326828574198 |
| 2024-10-01 | 6.65454233923325 |
| 2024-11-01 | 6.68144751933065 |
| 2024-12-01 | 6.57807026144145 |
| 2025-01-01 | 6.62109357786044 |
| 2025-02-01 | 6.49385724197485 |
| 2025-03-01 | 6.53426044197994 |
| 2025-04-01 | 6.26251986140911 |
| 2025-05-01 | 6.29051731194554 |
| 2025-06-01 | 6.35258476201083 |
| 2025-07-01 | 6.30257304380732 |
| 2025-08-01 | 6.23656733161366 |
| 2025-09-01 | 6.30413211963548 |
| 2025-10-01 | 6.36505193646196 |
| 2025-11-01 | 6.37531234774384 |
| 2025-12-01 | 6.47394893069391 |
| 2026-01-01 | 6.50563214536322 |