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 2026-02-01 |
| Last Updated | 2026-04-23 12:51 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 | 6.41906033353322 |
| 1990-02-01 | 6.45286879961256 |
| 1990-03-01 | 6.18322616920233 |
| 1990-04-01 | 6.68534713654894 |
| 1990-05-01 | 6.71312904268734 |
| 1990-06-01 | 6.71102799511562 |
| 1990-07-01 | 6.91609943908760 |
| 1990-08-01 | 7.00194489532544 |
| 1990-09-01 | 7.17858391144552 |
| 1990-10-01 | 6.79423443186510 |
| 1990-11-01 | 6.81975864100724 |
| 1990-12-01 | 6.81939468643373 |
| 1991-01-01 | 6.72641389809831 |
| 1991-02-01 | 6.65951853307643 |
| 1991-03-01 | 6.58309788467691 |
| 1991-04-01 | 6.38743087456876 |
| 1991-05-01 | 6.30912208675684 |
| 1991-06-01 | 6.29410888126711 |
| 1991-07-01 | 6.11451063900391 |
| 1991-08-01 | 6.10084434017827 |
| 1991-09-01 | 5.87816239533210 |
| 1991-10-01 | 6.09800125098762 |
| 1991-11-01 | 6.12949451211091 |
| 1991-12-01 | 6.02395176195963 |
| 1992-01-01 | 6.13708858346884 |
| 1992-02-01 | 6.16926148330182 |
| 1992-03-01 | 6.17357445340366 |
| 1992-04-01 | 6.28613220133067 |
| 1992-05-01 | 6.30351429879567 |
| 1992-06-01 | 6.15710361865028 |
| 1992-07-01 | 6.21870601626120 |
| 1992-08-01 | 6.10992279902390 |
| 1992-09-01 | 6.17305249224668 |
| 1992-10-01 | 6.20190618301029 |
| 1992-11-01 | 6.14508374133445 |
| 1992-12-01 | 6.13141030410007 |
| 1993-01-01 | 6.05253583129528 |
| 1993-02-01 | 5.97646624898785 |
| 1993-03-01 | 5.87755012614225 |
| 1993-04-01 | 5.67631067332857 |
| 1993-05-01 | 5.59546511313735 |
| 1993-06-01 | 5.61486948090125 |
| 1993-07-01 | 6.31555718802501 |
| 1993-08-01 | 6.31589014836725 |
| 1993-09-01 | 6.15779612907906 |
| 1993-10-01 | 6.70420139167868 |
| 1993-11-01 | 6.77887571062605 |
| 1993-12-01 | 6.14514097930220 |
| 1994-01-01 | 5.97686064529653 |
| 1994-02-01 | 5.88082623635416 |
| 1994-03-01 | 5.87951328225834 |
| 1994-04-01 | 5.86521107435978 |
| 1994-05-01 | 5.88970859234149 |
| 1994-06-01 | 5.86802926135662 |
| 1994-07-01 | 5.60511584849940 |
| 1994-08-01 | 5.51076389648232 |
| 1994-09-01 | 5.43898325383391 |
| 1994-10-01 | 5.41813402127052 |
| 1994-11-01 | 5.31253354411317 |
| 1994-12-01 | 5.26479040404024 |
| 1995-01-01 | 5.50951457223280 |
| 1995-02-01 | 5.48177031603309 |
| 1995-03-01 | 5.69226678096574 |
| 1995-04-01 | 5.63976539109521 |
| 1995-05-01 | 5.57966670710172 |
| 1995-06-01 | 5.63557528614187 |
| 1995-07-01 | 5.48090355450442 |
| 1995-08-01 | 5.50042427956934 |
| 1995-09-01 | 5.62329378188393 |
| 1995-10-01 | 5.63199356179575 |
| 1995-11-01 | 5.64919224687988 |
| 1995-12-01 | 5.69663814081864 |
| 1996-01-01 | 5.63659565099456 |
| 1996-02-01 | 5.67581826719838 |
| 1996-03-01 | 5.39370821600527 |
| 1996-04-01 | 5.41557807725327 |
| 1996-05-01 | 5.37095958338939 |
| 1996-06-01 | 5.51827849022362 |
| 1996-07-01 | 5.85640074371266 |
| 1996-08-01 | 5.89306199420820 |
| 1996-09-01 | 5.82110954523781 |
| 1996-10-01 | 5.85286423102242 |
| 1996-11-01 | 5.76063522941480 |
| 1996-12-01 | 5.82747346521213 |
| 1997-01-01 | 5.74561938023473 |
| 1997-02-01 | 5.85354505365608 |
| 1997-03-01 | 5.80442252078520 |
| 1997-04-01 | 6.30178697816732 |
| 1997-05-01 | 6.17539200748485 |
| 1997-06-01 | 6.22715607807025 |
| 1997-07-01 | 6.02492503275899 |
| 1997-08-01 | 5.97595331010348 |
| 1997-09-01 | 5.92217697465994 |
| 1997-10-01 | 5.76798704137176 |
| 1997-11-01 | 5.75913354043656 |
| 1997-12-01 | 5.76483745379155 |
| 1998-01-01 | 5.73997407454555 |
| 1998-02-01 | 5.83340542535940 |
| 1998-03-01 | 5.91170165628121 |
| 1998-04-01 | 5.99626668741734 |
| 1998-05-01 | 5.88563134082836 |
| 1998-06-01 | 5.84512027434712 |
| 1998-07-01 | 6.40459379354887 |
| 1998-08-01 | 6.24306121974313 |
| 1998-09-01 | 6.23023093259481 |
| 1998-10-01 | 6.88364380830834 |
| 1998-11-01 | 6.84699948566469 |
| 1998-12-01 | 6.79819727445170 |
| 1999-01-01 | 6.21952884117966 |
| 1999-02-01 | 6.21964558567773 |
| 1999-03-01 | 6.23356404358704 |
| 1999-04-01 | 6.18591642944254 |
| 1999-05-01 | 6.30226513591188 |
| 1999-06-01 | 6.26008763878875 |
| 1999-07-01 | 6.39363077285068 |
| 1999-08-01 | 6.40932166241435 |
| 1999-09-01 | 6.44019955892749 |
| 1999-10-01 | 6.68080517329016 |
| 1999-11-01 | 6.93530169304531 |
| 1999-12-01 | 7.02583363114724 |
| 2000-01-01 | 7.10038354621573 |
| 2000-02-01 | 7.12253638728526 |
| 2000-03-01 | 7.05721886027569 |
| 2000-04-01 | 6.87355473250053 |
| 2000-05-01 | 6.81347845024087 |
| 2000-06-01 | 6.76864339436586 |
| 2000-07-01 | 7.09747912958024 |
| 2000-08-01 | 7.17678953124595 |
| 2000-09-01 | 7.24259552993759 |
| 2000-10-01 | 7.07528686160203 |
| 2000-11-01 | 7.12867902345465 |
| 2000-12-01 | 7.03616444454492 |
| 2001-01-01 | 7.18243100047144 |
| 2001-02-01 | 7.23189544669745 |
| 2001-03-01 | 7.29254733290379 |
| 2001-04-01 | 7.36011584503197 |
| 2001-05-01 | 7.33301334651463 |
| 2001-06-01 | 7.37588374757590 |
| 2001-07-01 | 7.29197676123256 |
| 2001-08-01 | 7.44312517826971 |
| 2001-09-01 | 7.32782209746967 |
| 2001-10-01 | 7.36353373613055 |
| 2001-11-01 | 7.23262483415497 |
| 2001-12-01 | 7.14237112520185 |
| 2002-01-01 | 7.38929944873136 |
| 2002-02-01 | 7.35595010483933 |
| 2002-03-01 | 7.32313197501216 |
| 2002-04-01 | 7.54186488189648 |
| 2002-05-01 | 7.53469512041702 |
| 2002-06-01 | 7.58287799447048 |
| 2002-07-01 | 7.47724819778434 |
| 2002-08-01 | 7.41992395752098 |
| 2002-09-01 | 7.40615872323389 |
| 2002-10-01 | 7.55535742969198 |
| 2002-11-01 | 7.54149356006019 |
| 2002-12-01 | 7.54320740992066 |
| 2003-01-01 | 7.30896836195605 |
| 2003-02-01 | 7.28461010760342 |
| 2003-03-01 | 7.24898357382143 |
| 2003-04-01 | 7.02252676330925 |
| 2003-05-01 | 7.13015394125604 |
| 2003-06-01 | 7.09158268193360 |
| 2003-07-01 | 7.04196696525717 |
| 2003-08-01 | 7.12126216335997 |
| 2003-09-01 | 7.08815581741707 |
| 2003-10-01 | 6.94407026546334 |
| 2003-11-01 | 6.93964219576181 |
| 2003-12-01 | 6.93877157453613 |
| 2004-01-01 | 6.93914885182704 |
| 2004-02-01 | 6.81157807396762 |
| 2004-03-01 | 6.76356410642689 |
| 2004-04-01 | 6.71783006277466 |
| 2004-05-01 | 6.42137441803495 |
| 2004-06-01 | 6.40950337214020 |
| 2004-07-01 | 7.00627367859547 |
| 2004-08-01 | 7.02521954286088 |
| 2004-09-01 | 6.77158250392730 |
| 2004-10-01 | 6.63645494961869 |
| 2004-11-01 | 6.52905683659431 |
| 2004-12-01 | 6.53071360154203 |
| 2005-01-01 | 6.55649360466785 |
| 2005-02-01 | 6.62775809979068 |
| 2005-03-01 | 6.47401884678346 |
| 2005-04-01 | 6.72988893416743 |
| 2005-05-01 | 6.82921476573474 |
| 2005-06-01 | 6.82987430403452 |
| 2005-07-01 | 6.97528729939970 |
| 2005-08-01 | 6.92689395098056 |
| 2005-09-01 | 7.05201926318168 |
| 2005-10-01 | 7.12301016248230 |
| 2005-11-01 | 7.21381622321405 |
| 2005-12-01 | 7.22702637867321 |
| 2006-01-01 | 7.16854649082823 |
| 2006-02-01 | 7.23113011548415 |
| 2006-03-01 | 7.27950054069420 |
| 2006-04-01 | 7.25242347056478 |
| 2006-05-01 | 7.34263585332503 |
| 2006-06-01 | 7.44611472767151 |
| 2006-07-01 | 7.36884417655054 |
| 2006-08-01 | 7.22301682527197 |
| 2006-09-01 | 7.24197626486094 |
| 2006-10-01 | 7.19828059276466 |
| 2006-11-01 | 7.19912619666106 |
| 2006-12-01 | 7.12151391977342 |
| 2007-01-01 | 7.16630931124109 |
| 2007-02-01 | 7.12622692517856 |
| 2007-03-01 | 7.18594545079109 |
| 2007-04-01 | 7.28070399607196 |
| 2007-05-01 | 7.25718700884143 |
| 2007-06-01 | 7.25124011753821 |
| 2007-07-01 | 7.27810440080101 |
| 2007-08-01 | 7.42674381266857 |
| 2007-09-01 | 7.54760161123263 |
| 2007-10-01 | 7.36638151315176 |
| 2007-11-01 | 7.38003901723759 |
| 2007-12-01 | 7.41377122383876 |
| 2008-01-01 | 7.56088896636367 |
| 2008-02-01 | 7.41530928521112 |
| 2008-03-01 | 7.38728942624001 |
| 2008-04-01 | 7.30663258493306 |
| 2008-05-01 | 7.36517321893984 |
| 2008-06-01 | 7.45078470008832 |
| 2008-07-01 | 7.50678675831601 |
| 2008-08-01 | 7.63039630215580 |
| 2008-09-01 | 7.56229963931449 |
| 2008-10-01 | 7.44140041202022 |
| 2008-11-01 | 7.36619215650840 |
| 2008-12-01 | 7.30267069050912 |
| 2009-01-01 | 7.14638620964547 |
| 2009-02-01 | 7.10156660657890 |
| 2009-03-01 | 6.98590319404934 |
| 2009-04-01 | 6.82146211816276 |
| 2009-05-01 | 6.77361782083341 |
| 2009-06-01 | 6.74541429543585 |
| 2009-07-01 | 6.63679283738908 |
| 2009-08-01 | 6.63714012724326 |
| 2009-09-01 | 6.58006514593664 |
| 2009-10-01 | 6.62572187889782 |
| 2009-11-01 | 6.55655980557088 |
| 2009-12-01 | 6.59938546054917 |
| 2010-01-01 | 6.63650813537655 |
| 2010-02-01 | 6.58289633936434 |
| 2010-03-01 | 6.58419579598492 |
| 2010-04-01 | 6.52534652134953 |
| 2010-05-01 | 6.56851276601645 |
| 2010-06-01 | 6.52962871971886 |
| 2010-07-01 | 6.56741740430029 |
| 2010-08-01 | 6.55342289582686 |
| 2010-09-01 | 6.50508582876717 |
| 2010-10-01 | 6.61692338158520 |
| 2010-11-01 | 6.64854683113798 |
| 2010-12-01 | 6.59873319046277 |
| 2011-01-01 | 6.63016521391835 |
| 2011-02-01 | 6.66872385979272 |
| 2011-03-01 | 6.78212777345405 |
| 2011-04-01 | 6.72201629716661 |
| 2011-05-01 | 6.75613839347593 |
| 2011-06-01 | 6.70638165146109 |
| 2011-07-01 | 6.58685320500410 |
| 2011-08-01 | 6.67188306117533 |
| 2011-09-01 | 6.73171811557572 |
| 2011-10-01 | 6.71588098309127 |
| 2011-11-01 | 6.74174677918794 |
| 2011-12-01 | 6.81362451697243 |
| 2012-01-01 | 6.92652075138712 |
| 2012-02-01 | 6.75864295647718 |
| 2012-03-01 | 6.77663531856038 |
| 2012-04-01 | 6.80932159527991 |
| 2012-05-01 | 6.73578685059695 |
| 2012-06-01 | 6.78488940914242 |
| 2012-07-01 | 6.80411932057045 |
| 2012-08-01 | 6.88539076283636 |
| 2012-09-01 | 6.85609150697175 |
| 2012-10-01 | 6.82080437340178 |
| 2012-11-01 | 6.84269032043528 |
| 2012-12-01 | 6.82547748231355 |
| 2013-01-01 | 6.82380250986856 |
| 2013-02-01 | 6.85473710036363 |
| 2013-03-01 | 6.76525295987812 |
| 2013-04-01 | 6.79638935091951 |
| 2013-05-01 | 6.82333358963662 |
| 2013-06-01 | 6.87500225855442 |
| 2013-07-01 | 6.81125767420697 |
| 2013-08-01 | 6.78586035732840 |
| 2013-09-01 | 6.86672478246930 |
| 2013-10-01 | 6.92952812889007 |
| 2013-11-01 | 6.94836180704272 |
| 2013-12-01 | 6.94007664501249 |
| 2014-01-01 | 6.92723977714437 |
| 2014-02-01 | 6.95262307722479 |
| 2014-03-01 | 6.95482236182475 |
| 2014-04-01 | 6.99057334955458 |
| 2014-05-01 | 7.01081071445839 |
| 2014-06-01 | 7.06446650478766 |
| 2014-07-01 | 7.01086394303433 |
| 2014-08-01 | 6.88522567040339 |
| 2014-09-01 | 6.97129648763431 |
| 2014-10-01 | 7.03542903540685 |
| 2014-11-01 | 7.05592931360310 |
| 2014-12-01 | 7.04971495398382 |
| 2015-01-01 | 7.23308820434229 |
| 2015-02-01 | 7.25966099590630 |
| 2015-03-01 | 7.34694517375702 |
| 2015-04-01 | 7.58740146635117 |
| 2015-05-01 | 7.40679887470172 |
| 2015-06-01 | 7.35865057384689 |
| 2015-07-01 | 7.39674875589943 |
| 2015-08-01 | 7.47976008427145 |
| 2015-09-01 | 7.47324336990700 |
| 2015-10-01 | 7.53893585387497 |
| 2015-11-01 | 7.45955848189560 |
| 2015-12-01 | 7.65264988173577 |
| 2016-01-01 | 7.64354618077372 |
| 2016-02-01 | 7.66939937869599 |
| 2016-03-01 | 7.74642118773783 |
| 2016-04-01 | 7.69218114186586 |
| 2016-05-01 | 7.71068484935048 |
| 2016-06-01 | 7.65436811138179 |
| 2016-07-01 | 7.76949391611514 |
| 2016-08-01 | 7.87562297553429 |
| 2016-09-01 | 7.96839107900255 |
| 2016-10-01 | 7.74753750904843 |
| 2016-11-01 | 7.76137308343103 |
| 2016-12-01 | 7.94138365354537 |
| 2017-01-01 | 7.95183787925245 |
| 2017-02-01 | 7.98148986580195 |
| 2017-03-01 | 7.95500449815530 |
| 2017-04-01 | 7.99889619178198 |
| 2017-05-01 | 8.02708502609677 |
| 2017-06-01 | 8.05272312187536 |
| 2017-07-01 | 7.93889653791597 |
| 2017-08-01 | 7.87257547580662 |
| 2017-09-01 | 7.85045442844419 |
| 2017-10-01 | 7.85568758573907 |
| 2017-11-01 | 7.86231126558383 |
| 2017-12-01 | 7.82614605078999 |
| 2018-01-01 | 7.95961963531697 |
| 2018-02-01 | 7.89196115101425 |
| 2018-03-01 | 8.37548760200059 |
| 2018-04-01 | 8.31052069067525 |
| 2018-05-01 | 8.34170755491027 |
| 2018-06-01 | 8.44321038526123 |
| 2018-07-01 | 8.50883901325323 |
| 2018-08-01 | 8.57087024706389 |
| 2018-09-01 | 8.53056706352610 |
| 2018-10-01 | 8.65867912694318 |
| 2018-11-01 | 8.67080314942688 |
| 2018-12-01 | 8.72056162803225 |
| 2019-01-01 | 8.56416126277873 |
| 2019-02-01 | 8.60732137818647 |
| 2019-03-01 | 8.59562861216472 |
| 2019-04-01 | 8.50840196835611 |
| 2019-05-01 | 8.54750424427777 |
| 2019-06-01 | 8.62798829379186 |
| 2019-07-01 | 8.78837258732434 |
| 2019-08-01 | 8.76806836181467 |
| 2019-09-01 | 8.81907572579258 |
| 2019-10-01 | 8.76009465450455 |
| 2019-11-01 | 8.88800469682554 |
| 2019-12-01 | 8.92365193414516 |
| 2020-01-01 | 8.97053242637248 |
| 2020-02-01 | 8.91637819746417 |
| 2020-03-01 | 8.80785141032766 |
| 2020-04-01 | 4.80114240746485 |
| 2020-05-01 | 4.73962596785549 |
| 2020-06-01 | 4.71274007337962 |
| 2020-07-01 | 4.27957706821302 |
| 2020-08-01 | 4.55260779852406 |
| 2020-09-01 | 4.81545835661067 |
| 2020-10-01 | 4.97205785189912 |
| 2020-11-01 | 5.01636196561953 |
| 2020-12-01 | 4.83684449465053 |
| 2021-01-01 | 4.87118916282495 |
| 2021-02-01 | 4.92277580104290 |
| 2021-03-01 | 5.00535467573259 |
| 2021-04-01 | 5.08545280958304 |
| 2021-05-01 | 5.22165345378558 |
| 2021-06-01 | 5.29807141651145 |
| 2021-07-01 | 5.48099641422655 |
| 2021-08-01 | 5.63693552419900 |
| 2021-09-01 | 5.72282997232460 |
| 2021-10-01 | 5.89224316068952 |
| 2021-11-01 | 5.84171558420835 |
| 2021-12-01 | 5.95435077008775 |
| 2022-01-01 | 6.06785099721764 |
| 2022-02-01 | 6.12215435568075 |
| 2022-03-01 | 6.29281601682700 |
| 2022-04-01 | 6.47333250395597 |
| 2022-05-01 | 6.50404454946704 |
| 2022-06-01 | 6.57975050206963 |
| 2022-07-01 | 6.58638906058993 |
| 2022-08-01 | 6.62274583653767 |
| 2022-09-01 | 6.64216360610512 |
| 2022-10-01 | 6.71336206113015 |
| 2022-11-01 | 6.76367817593584 |
| 2022-12-01 | 6.67159936332587 |
| 2023-01-01 | 6.85544071374115 |
| 2023-02-01 | 7.02188913515968 |
| 2023-03-01 | 6.97183611014832 |
| 2023-04-01 | 7.06038035696328 |
| 2023-05-01 | 7.09240204941096 |
| 2023-06-01 | 7.06443745075178 |
| 2023-07-01 | 6.99356879032789 |
| 2023-08-01 | 7.12094693503807 |
| 2023-09-01 | 7.07050703890165 |
| 2023-10-01 | 6.93216936134168 |
| 2023-11-01 | 6.97028139176572 |
| 2023-12-01 | 6.97670912991049 |
| 2024-01-01 | 6.94251103763580 |
| 2024-02-01 | 6.91156460533467 |
| 2024-03-01 | 6.95237466103952 |
| 2024-04-01 | 6.85950835630784 |
| 2024-05-01 | 6.89158574802067 |
| 2024-06-01 | 6.85710652063389 |
| 2024-07-01 | 6.90081088984881 |
| 2024-08-01 | 6.82316899592622 |
| 2024-09-01 | 6.69003446104722 |
| 2024-10-01 | 6.64883232776875 |
| 2024-11-01 | 6.67006824373892 |
| 2024-12-01 | 6.57245923100412 |
| 2025-01-01 | 6.62526745230847 |
| 2025-02-01 | 6.50312516539026 |
| 2025-03-01 | 6.53803428725046 |
| 2025-04-01 | 6.26470475448972 |
| 2025-05-01 | 6.29545620217756 |
| 2025-06-01 | 6.35675837787748 |
| 2025-07-01 | 6.30510556260987 |
| 2025-08-01 | 6.23401121900959 |
| 2025-09-01 | 6.30060924490513 |
| 2025-10-01 | 6.35801771725576 |
| 2025-11-01 | 6.36183556369521 |
| 2025-12-01 | 6.46702307463724 |
| 2026-01-01 | 6.41096199921840 |
| 2026-02-01 | 6.39637221092403 |