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 2024-11-01 |
| Last Updated | 2024-12-21 6:01 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 | 6.4188157218004500 |
| 1990-02-01 | 6.4525780992494500 |
| 1990-03-01 | 6.1828188247557900 |
| 1990-04-01 | 6.6848696427945490 |
| 1990-05-01 | 6.7131112718443500 |
| 1990-06-01 | 6.7101491643250000 |
| 1990-07-01 | 6.9165754598739895 |
| 1990-08-01 | 7.0024024890404700 |
| 1990-09-01 | 7.1793260103029000 |
| 1990-10-01 | 6.7950326410950800 |
| 1990-11-01 | 6.8200819432087805 |
| 1990-12-01 | 6.8189875526740010 |
| 1991-01-01 | 6.7261045448462100 |
| 1991-02-01 | 6.6591918930945100 |
| 1991-03-01 | 6.5826818442221295 |
| 1991-04-01 | 6.3869533748245600 |
| 1991-05-01 | 6.3091333255444700 |
| 1991-06-01 | 6.2930825012320700 |
| 1991-07-01 | 6.1150909307765810 |
| 1991-08-01 | 6.1013885243804600 |
| 1991-09-01 | 5.8789508488190000 |
| 1991-10-01 | 6.0988287200995300 |
| 1991-11-01 | 6.1299264935020400 |
| 1991-12-01 | 6.0233260329553800 |
| 1992-01-01 | 6.1367250370050990 |
| 1992-02-01 | 6.1688873004933700 |
| 1992-03-01 | 6.1731845235441900 |
| 1992-04-01 | 6.2856539900581700 |
| 1992-05-01 | 6.3035249839320600 |
| 1992-06-01 | 6.1560463206712495 |
| 1992-07-01 | 6.2193831352054300 |
| 1992-08-01 | 6.1105684901704500 |
| 1992-09-01 | 6.1738675452729910 |
| 1992-10-01 | 6.2026812185059700 |
| 1992-11-01 | 6.1456368551620100 |
| 1992-12-01 | 6.1305648797310100 |
| 1993-01-01 | 6.0521161944785495 |
| 1993-02-01 | 5.9760525066345000 |
| 1993-03-01 | 5.8772178837869910 |
| 1993-04-01 | 5.6758863962886790 |
| 1993-05-01 | 5.5954522224782410 |
| 1993-06-01 | 5.6138729843379290 |
| 1993-07-01 | 6.3162486611620094 |
| 1993-08-01 | 6.3166547060626606 |
| 1993-09-01 | 6.1585384439809800 |
| 1993-10-01 | 6.7048717125204504 |
| 1993-11-01 | 6.7794488508621500 |
| 1993-12-01 | 6.1441867529185790 |
| 1994-01-01 | 5.9764480492504590 |
| 1994-02-01 | 5.8804368881029200 |
| 1994-03-01 | 5.8792643828984700 |
| 1994-04-01 | 5.8648300708110310 |
| 1994-05-01 | 5.8896698234402600 |
| 1994-06-01 | 5.8671107476225200 |
| 1994-07-01 | 5.6057887167068300 |
| 1994-08-01 | 5.5115867605670900 |
| 1994-09-01 | 5.4396018308527605 |
| 1994-10-01 | 5.4186625987788700 |
| 1994-11-01 | 5.3130936102882410 |
| 1994-12-01 | 5.2638474732879010 |
| 1995-01-01 | 5.5091061102104500 |
| 1995-02-01 | 5.4814483442133200 |
| 1995-03-01 | 5.6921197807736210 |
| 1995-04-01 | 5.6395073125701400 |
| 1995-05-01 | 5.5796185685200590 |
| 1995-06-01 | 5.6347679925891505 |
| 1995-07-01 | 5.4814528179224510 |
| 1995-08-01 | 5.5011843379177690 |
| 1995-09-01 | 5.6236818677955590 |
| 1995-10-01 | 5.6324338066251300 |
| 1995-11-01 | 5.6496323451489100 |
| 1995-12-01 | 5.6958630798852505 |
| 1996-01-01 | 5.6362766696212100 |
| 1996-02-01 | 5.6756075116419105 |
| 1996-03-01 | 5.3936616328302690 |
| 1996-04-01 | 5.4154164845656300 |
| 1996-05-01 | 5.3708838930772600 |
| 1996-06-01 | 5.5177020477142690 |
| 1996-07-01 | 5.8567670204435100 |
| 1996-08-01 | 5.8936310272138500 |
| 1996-09-01 | 5.8212081087432890 |
| 1996-10-01 | 5.8532107694898610 |
| 1996-11-01 | 5.7609430287865400 |
| 1996-12-01 | 5.8270420938843610 |
| 1997-01-01 | 5.7454112494490900 |
| 1997-02-01 | 5.8534282448049400 |
| 1997-03-01 | 5.8044177544223095 |
| 1997-04-01 | 6.3017134354763495 |
| 1997-05-01 | 6.1752724379019200 |
| 1997-06-01 | 6.2268268894568800 |
| 1997-07-01 | 6.0251128240460990 |
| 1997-08-01 | 5.9763466152225900 |
| 1997-09-01 | 5.9219497906795400 |
| 1997-10-01 | 5.7682667166291700 |
| 1997-11-01 | 5.7593319109270700 |
| 1997-12-01 | 5.7647651816005400 |
| 1998-01-01 | 5.7398799985978900 |
| 1998-02-01 | 5.8333722405152690 |
| 1998-03-01 | 5.9116973667516510 |
| 1998-04-01 | 5.9962108912861110 |
| 1998-05-01 | 5.8855183712062400 |
| 1998-06-01 | 5.8449105120607810 |
| 1998-07-01 | 6.4047034177551100 |
| 1998-08-01 | 6.2432875521152400 |
| 1998-09-01 | 6.2298137628722000 |
| 1998-10-01 | 6.8838821145768200 |
| 1998-11-01 | 6.8471722713949690 |
| 1998-12-01 | 6.7983319214445100 |
| 1999-01-01 | 6.2194889756222500 |
| 1999-02-01 | 6.2196488609792400 |
| 1999-03-01 | 6.2335510377868700 |
| 1999-04-01 | 6.1858948268319000 |
| 1999-05-01 | 6.3021909270269205 |
| 1999-06-01 | 6.2599134670625310 |
| 1999-07-01 | 6.3937125959246300 |
| 1999-08-01 | 6.4094258020023000 |
| 1999-09-01 | 6.4397086835242305 |
| 1999-10-01 | 6.6810266741730000 |
| 1999-11-01 | 6.9354638963403294 |
| 1999-12-01 | 7.0259863613978600 |
| 2000-01-01 | 7.1003840810142190 |
| 2000-02-01 | 7.1225501284094300 |
| 2000-03-01 | 7.0572069404518090 |
| 2000-04-01 | 6.8736229387082400 |
| 2000-05-01 | 6.8134365922736295 |
| 2000-06-01 | 6.7685332840885400 |
| 2000-07-01 | 7.0975208636685805 |
| 2000-08-01 | 7.1767934207627600 |
| 2000-09-01 | 7.2421360426081300 |
| 2000-10-01 | 7.0754311326911000 |
| 2000-11-01 | 7.1287813425441100 |
| 2000-12-01 | 7.0362941605320595 |
| 2001-01-01 | 7.1824577887420700 |
| 2001-02-01 | 7.2319200692597990 |
| 2001-03-01 | 7.2925720526653000 |
| 2001-04-01 | 7.3603497895551800 |
| 2001-05-01 | 7.3328142398070100 |
| 2001-06-01 | 7.3759710750912900 |
| 2001-07-01 | 7.2918213380559100 |
| 2001-08-01 | 7.4433257722241400 |
| 2001-09-01 | 7.3273590629137190 |
| 2001-10-01 | 7.3635315716452300 |
| 2001-11-01 | 7.2326323274208500 |
| 2001-12-01 | 7.1424499094070900 |
| 2002-01-01 | 7.3893225280669500 |
| 2002-02-01 | 7.3560002968274500 |
| 2002-03-01 | 7.3232042316216300 |
| 2002-04-01 | 7.5422716226041900 |
| 2002-05-01 | 7.5343487147078205 |
| 2002-06-01 | 7.5831443817983490 |
| 2002-07-01 | 7.4768984430565800 |
| 2002-08-01 | 7.4203201410353800 |
| 2002-09-01 | 7.4057465276908400 |
| 2002-10-01 | 7.5552034955913605 |
| 2002-11-01 | 7.5414022360465600 |
| 2002-12-01 | 7.5432319911843000 |
| 2003-01-01 | 7.3089877106319700 |
| 2003-02-01 | 7.2846908285880800 |
| 2003-03-01 | 7.2491138252384900 |
| 2003-04-01 | 7.0230245866210400 |
| 2003-05-01 | 7.1296518397594500 |
| 2003-06-01 | 7.0920478922350600 |
| 2003-07-01 | 7.0414408865042200 |
| 2003-08-01 | 7.1218465712311900 |
| 2003-09-01 | 7.0877640145002605 |
| 2003-10-01 | 6.9438327946932490 |
| 2003-11-01 | 6.9394954262858300 |
| 2003-12-01 | 6.9387476585948900 |
| 2004-01-01 | 6.9391594614171510 |
| 2004-02-01 | 6.8116635701218700 |
| 2004-03-01 | 6.7637039969775200 |
| 2004-04-01 | 6.7183364029640700 |
| 2004-05-01 | 6.4208766721726390 |
| 2004-06-01 | 6.4100209227472200 |
| 2004-07-01 | 7.0057433732615495 |
| 2004-08-01 | 7.0258036498717790 |
| 2004-09-01 | 6.7712292041870490 |
| 2004-10-01 | 6.6362066311630590 |
| 2004-11-01 | 6.5288985368079800 |
| 2004-12-01 | 6.5306579610613200 |
| 2005-01-01 | 6.5565026857661000 |
| 2005-02-01 | 6.6278397593962000 |
| 2005-03-01 | 6.4741616795332900 |
| 2005-04-01 | 6.7303281869312690 |
| 2005-05-01 | 6.8287229799941400 |
| 2005-06-01 | 6.8304439003513100 |
| 2005-07-01 | 6.9747625043126700 |
| 2005-08-01 | 6.9274911967329690 |
| 2005-09-01 | 7.0516659753027310 |
| 2005-10-01 | 7.1227851448949300 |
| 2005-11-01 | 7.2136764504212500 |
| 2005-12-01 | 7.2269630132781600 |
| 2006-01-01 | 7.1685637383959900 |
| 2006-02-01 | 7.2311961062916300 |
| 2006-03-01 | 7.2796090329174510 |
| 2006-04-01 | 7.2527229682759200 |
| 2006-05-01 | 7.3423198791847300 |
| 2006-06-01 | 7.4465467295706390 |
| 2006-07-01 | 7.3684930887854900 |
| 2006-08-01 | 7.2234166952792895 |
| 2006-09-01 | 7.2417081195549600 |
| 2006-10-01 | 7.1981236133888600 |
| 2006-11-01 | 7.1990253531482695 |
| 2006-12-01 | 7.1214649693760500 |
| 2007-01-01 | 7.1663291217054100 |
| 2007-02-01 | 7.1262676791446310 |
| 2007-03-01 | 7.1860123713063000 |
| 2007-04-01 | 7.2808536054768710 |
| 2007-05-01 | 7.2570391051032900 |
| 2007-06-01 | 7.2515288438801600 |
| 2007-07-01 | 7.2779236845819995 |
| 2007-08-01 | 7.4269380502680900 |
| 2007-09-01 | 7.5474241037606500 |
| 2007-10-01 | 7.3662959652978300 |
| 2007-11-01 | 7.3799808086999406 |
| 2007-12-01 | 7.4137415220953210 |
| 2008-01-01 | 7.5609068061069300 |
| 2008-02-01 | 7.4153225856514200 |
| 2008-03-01 | 7.3873086139339100 |
| 2008-04-01 | 7.3066982474713900 |
| 2008-05-01 | 7.3651872898748100 |
| 2008-06-01 | 7.4508805757763690 |
| 2008-07-01 | 7.5067740102620800 |
| 2008-08-01 | 7.6303875058580810 |
| 2008-09-01 | 7.5622118489005010 |
| 2008-10-01 | 7.4413725993208395 |
| 2008-11-01 | 7.3661648036484500 |
| 2008-12-01 | 7.3026501728254400 |
| 2009-01-01 | 7.1464046720957700 |
| 2009-02-01 | 7.1015715595721800 |
| 2009-03-01 | 6.9859192242459290 |
| 2009-04-01 | 6.8215250174231400 |
| 2009-05-01 | 6.7736320474747505 |
| 2009-06-01 | 6.7454623630394100 |
| 2009-07-01 | 6.6367771159960590 |
| 2009-08-01 | 6.6371225342972900 |
| 2009-09-01 | 6.5799787793093000 |
| 2009-10-01 | 6.6256938573979010 |
| 2009-11-01 | 6.5565353592259000 |
| 2009-12-01 | 6.5993715501162400 |
| 2010-01-01 | 6.6365328336354010 |
| 2010-02-01 | 6.5829223174546500 |
| 2010-03-01 | 6.5842440295985405 |
| 2010-04-01 | 6.5254292364700195 |
| 2010-05-01 | 6.5685519709809100 |
| 2010-06-01 | 6.5296407198571100 |
| 2010-07-01 | 6.5673964013564410 |
| 2010-08-01 | 6.5533063471880300 |
| 2010-09-01 | 6.5050000160917100 |
| 2010-10-01 | 6.6168838352768800 |
| 2010-11-01 | 6.6485229475960890 |
| 2010-12-01 | 6.5987327105464000 |
| 2011-01-01 | 6.6302075256767500 |
| 2011-02-01 | 6.6687944780859010 |
| 2011-03-01 | 6.7822353239524600 |
| 2011-04-01 | 6.7221243477663100 |
| 2011-05-01 | 6.7561997613516510 |
| 2011-06-01 | 6.7064347036141110 |
| 2011-07-01 | 6.5869188474323610 |
| 2011-08-01 | 6.6710394786405400 |
| 2011-09-01 | 6.7318407192974200 |
| 2011-10-01 | 6.7160646479046500 |
| 2011-11-01 | 6.7419470852283300 |
| 2011-12-01 | 6.8133731499933200 |
| 2012-01-01 | 6.9267046302581390 |
| 2012-02-01 | 6.7588014194388610 |
| 2012-03-01 | 6.7767695709759295 |
| 2012-04-01 | 6.8094319836391290 |
| 2012-05-01 | 6.7357604322788500 |
| 2012-06-01 | 6.7848591368902300 |
| 2012-07-01 | 6.8041793073396395 |
| 2012-08-01 | 6.8838006552679300 |
| 2012-09-01 | 6.8564567188913390 |
| 2012-10-01 | 6.8212892595366500 |
| 2012-11-01 | 6.8435036954846000 |
| 2012-12-01 | 6.8250200365963900 |
| 2013-01-01 | 6.8241359449421200 |
| 2013-02-01 | 6.8549552872187010 |
| 2013-03-01 | 6.7653841459437190 |
| 2013-04-01 | 6.7964536920918790 |
| 2013-05-01 | 6.8230834480329100 |
| 2013-06-01 | 6.8746808677019695 |
| 2013-07-01 | 6.8109722074300300 |
| 2013-08-01 | 6.7830369916146510 |
| 2013-09-01 | 6.8670069109408400 |
| 2013-10-01 | 6.9319774358045590 |
| 2013-11-01 | 6.9508333621851300 |
| 2013-12-01 | 6.9387502156208390 |
| 2014-01-01 | 6.9273003720622300 |
| 2014-02-01 | 6.9526636230626290 |
| 2014-03-01 | 6.9547882534288500 |
| 2014-04-01 | 6.9904928012445900 |
| 2014-05-01 | 7.0102886187720510 |
| 2014-06-01 | 7.0637753781568300 |
| 2014-07-01 | 7.0101113887669500 |
| 2014-08-01 | 6.8818108667320710 |
| 2014-09-01 | 6.9713571769430605 |
| 2014-10-01 | 7.0397262887682800 |
| 2014-11-01 | 7.0599205987462590 |
| 2014-12-01 | 7.0477630775426500 |
| 2015-01-01 | 7.2325900555400500 |
| 2015-02-01 | 7.2603367071717690 |
| 2015-03-01 | 7.3464630516278210 |
| 2015-04-01 | 7.5868926428639700 |
| 2015-05-01 | 7.4058915899268305 |
| 2015-06-01 | 7.3575780087891610 |
| 2015-07-01 | 7.3955485329397090 |
| 2015-08-01 | 7.4758672840340195 |
| 2015-09-01 | 7.4730994389997690 |
| 2015-10-01 | 7.5450863985959190 |
| 2015-11-01 | 7.4647821236424100 |
| 2015-12-01 | 7.6501369813913890 |
| 2016-01-01 | 7.6425822594311700 |
| 2016-02-01 | 7.6707660769868100 |
| 2016-03-01 | 7.7454681320705300 |
| 2016-04-01 | 7.6912109663713700 |
| 2016-05-01 | 7.7094147518769910 |
| 2016-06-01 | 7.6529825063900105 |
| 2016-07-01 | 7.7680424709140400 |
| 2016-08-01 | 7.8723737609161100 |
| 2016-09-01 | 7.9680568399801210 |
| 2016-10-01 | 7.7535392363853890 |
| 2016-11-01 | 7.7665036833826310 |
| 2016-12-01 | 7.9392737657515890 |
| 2017-01-01 | 7.9509373239849195 |
| 2017-02-01 | 7.9842553619804400 |
| 2017-03-01 | 7.9546418326831000 |
| 2017-04-01 | 7.9966197156578490 |
| 2017-05-01 | 8.0249981823863210 |
| 2017-06-01 | 8.0508124080221600 |
| 2017-07-01 | 7.9372842609937000 |
| 2017-08-01 | 7.8707193410660400 |
| 2017-09-01 | 7.8502405100848600 |
| 2017-10-01 | 7.8609886786739410 |
| 2017-11-01 | 7.8662685005758090 |
| 2017-12-01 | 7.8247749910440390 |
| 2018-01-01 | 7.9591632348121500 |
| 2018-02-01 | 7.8953042709080000 |
| 2018-03-01 | 8.3758639962038700 |
| 2018-04-01 | 8.3070119884865600 |
| 2018-05-01 | 8.3389107463082900 |
| 2018-06-01 | 8.4410557624044690 |
| 2018-07-01 | 8.5076927891616110 |
| 2018-08-01 | 8.5713374121936100 |
| 2018-09-01 | 8.5312740847895000 |
| 2018-10-01 | 8.6619679614068400 |
| 2018-11-01 | 8.6725852831729900 |
| 2018-12-01 | 8.7202417254611910 |
| 2019-01-01 | 8.5638638449813910 |
| 2019-02-01 | 8.6105477543465800 |
| 2019-03-01 | 8.5960169619815600 |
| 2019-04-01 | 8.5032645423752400 |
| 2019-05-01 | 8.5441863121447500 |
| 2019-06-01 | 8.6264352629417510 |
| 2019-07-01 | 8.7889518671720700 |
| 2019-08-01 | 8.7714971829098700 |
| 2019-09-01 | 8.8218262807195200 |
| 2019-10-01 | 8.7618465190448100 |
| 2019-11-01 | 8.8873449576125890 |
| 2019-12-01 | 8.9247067601039710 |
| 2020-01-01 | 8.9691494310943100 |
| 2020-02-01 | 8.9165550964156700 |
| 2020-03-01 | 8.8061224657315900 |
| 2020-04-01 | 4.7945053225067090 |
| 2020-05-01 | 4.7357655133610190 |
| 2020-06-01 | 4.7116569122157690 |
| 2020-07-01 | 4.2818716306241400 |
| 2020-08-01 | 4.5660668947276900 |
| 2020-09-01 | 4.8229205906118490 |
| 2020-10-01 | 4.9684277801184600 |
| 2020-11-01 | 5.0160902659592095 |
| 2020-12-01 | 4.8393497266717800 |
| 2021-01-01 | 4.8657012647587990 |
| 2021-02-01 | 4.9131174356162410 |
| 2021-03-01 | 5.0038162326938800 |
| 2021-04-01 | 5.0748080245859400 |
| 2021-05-01 | 5.2163200177234100 |
| 2021-06-01 | 5.2988091839283700 |
| 2021-07-01 | 5.4895159179199900 |
| 2021-08-01 | 5.6691697070987310 |
| 2021-09-01 | 5.7295823638471200 |
| 2021-10-01 | 5.8789668343989300 |
| 2021-11-01 | 5.8424474108794700 |
| 2021-12-01 | 5.9563307630155100 |
| 2022-01-01 | 6.0632308235627010 |
| 2022-02-01 | 6.1011558563515400 |
| 2022-03-01 | 6.2926994484618906 |
| 2022-04-01 | 6.4569887033795190 |
| 2022-05-01 | 6.4923455880204410 |
| 2022-06-01 | 6.5867749702830810 |
| 2022-07-01 | 6.6027181788952600 |
| 2022-08-01 | 6.6714835351018090 |
| 2022-09-01 | 6.6437661183996300 |
| 2022-10-01 | 6.6889150426172606 |
| 2022-11-01 | 6.7673313449468490 |
| 2022-12-01 | 6.6760354344467200 |
| 2023-01-01 | 6.8570261083735500 |
| 2023-02-01 | 6.9909127503068400 |
| 2023-03-01 | 6.9765827980836495 |
| 2023-04-01 | 7.0356540835060600 |
| 2023-05-01 | 7.0721480094105305 |
| 2023-06-01 | 7.0758954282542900 |
| 2023-07-01 | 7.0163381329463395 |
| 2023-08-01 | 7.0790240896832800 |
| 2023-09-01 | 7.0634375817379910 |
| 2023-10-01 | 7.0997970473487590 |
| 2023-11-01 | 7.0775513134467700 |
| 2023-12-01 | 7.1851766561964500 |
| 2024-01-01 | 7.2555717133769400 |
| 2024-02-01 | 7.2780061326106210 |
| 2024-03-01 | 7.2614823054633500 |
| 2024-04-01 | 7.2259262899805090 |
| 2024-05-01 | 7.2611422142198890 |
| 2024-06-01 | 7.2710778970786390 |
| 2024-07-01 | 7.3246618801266800 |
| 2024-08-01 | 7.2831473301411600 |
| 2024-09-01 | 7.3766280235278705 |
| 2024-10-01 | 7.4106270784788500 |
| 2024-11-01 | 7.4826745974358200 |
