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 2026-08-01 |
| Last Updated | 2026-09-18 11:00 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 | 6.4190889055 |
| 1990-02-01 | 6.4529015555 |
| 1990-03-01 | 6.1832713615 |
| 1990-04-01 | 6.6854013339 |
| 1990-05-01 | 6.7131305295 |
| 1990-06-01 | 6.7111159235 |
| 1990-07-01 | 6.9160564456 |
| 1990-08-01 | 7.0019043177 |
| 1990-09-01 | 7.1785172379 |
| 1990-10-01 | 6.7941150257 |
| 1990-11-01 | 6.8197181151 |
| 1990-12-01 | 6.8194459874 |
| 1991-01-01 | 6.7264506616 |
| 1991-02-01 | 6.6595557080 |
| 1991-03-01 | 6.5831440418 |
| 1991-04-01 | 6.3874845773 |
| 1991-05-01 | 6.3091204196 |
| 1991-06-01 | 6.2942101217 |
| 1991-07-01 | 6.1144576662 |
| 1991-08-01 | 6.1007953580 |
| 1991-09-01 | 5.8780908029 |
| 1991-10-01 | 6.0978794521 |
| 1991-11-01 | 6.1294394252 |
| 1991-12-01 | 6.0240291178 |
| 1992-01-01 | 6.1371318660 |
| 1992-02-01 | 6.1693041189 |
| 1992-03-01 | 6.1736177579 |
| 1992-04-01 | 6.2861846050 |
| 1992-05-01 | 6.3035122113 |
| 1992-06-01 | 6.1572063046 |
| 1992-07-01 | 6.2186432344 |
| 1992-08-01 | 6.1098629163 |
| 1992-09-01 | 6.1729769519 |
| 1992-10-01 | 6.2017964149 |
| 1992-11-01 | 6.1450117670 |
| 1992-12-01 | 6.1315132448 |
| 1993-01-01 | 6.0525857267 |
| 1993-02-01 | 5.9765127189 |
| 1993-03-01 | 5.8775868195 |
| 1993-04-01 | 5.6763557511 |
| 1993-05-01 | 5.5954633841 |
| 1993-06-01 | 5.6149632537 |
| 1993-07-01 | 6.3154926596 |
| 1993-08-01 | 6.3158221235 |
| 1993-09-01 | 6.1577249706 |
| 1993-10-01 | 6.7041107281 |
| 1993-11-01 | 6.7788011026 |
| 1993-12-01 | 6.1452563120 |
| 1994-01-01 | 5.9769087689 |
| 1994-02-01 | 5.8808685065 |
| 1994-03-01 | 5.8795401036 |
| 1994-04-01 | 5.8652494939 |
| 1994-05-01 | 5.8897076763 |
| 1994-06-01 | 5.8681074881 |
| 1994-07-01 | 5.6050555402 |
| 1994-08-01 | 5.5106970702 |
| 1994-09-01 | 5.4389251744 |
| 1994-10-01 | 5.4180659770 |
| 1994-11-01 | 5.3124605324 |
| 1994-12-01 | 5.2649042518 |
| 1995-01-01 | 5.5095611848 |
| 1995-02-01 | 5.4818030061 |
| 1995-03-01 | 5.6922804810 |
| 1995-04-01 | 5.6397874837 |
| 1995-05-01 | 5.5796618267 |
| 1995-06-01 | 5.6356292906 |
| 1995-07-01 | 5.4808638489 |
| 1995-08-01 | 5.5003765016 |
| 1995-09-01 | 5.6232655659 |
| 1995-10-01 | 5.6319378604 |
| 1995-11-01 | 5.6491361450 |
| 1995-12-01 | 5.6967323825 |
| 1996-01-01 | 5.6366276859 |
| 1996-02-01 | 5.6758350189 |
| 1996-03-01 | 5.3937078750 |
| 1996-04-01 | 5.4155861142 |
| 1996-05-01 | 5.3709539215 |
| 1996-06-01 | 5.5182989856 |
| 1996-07-01 | 5.8563871528 |
| 1996-08-01 | 5.8930412446 |
| 1996-09-01 | 5.8211244364 |
| 1996-10-01 | 5.8528217160 |
| 1996-11-01 | 5.7605973220 |
| 1996-12-01 | 5.8275265927 |
| 1997-01-01 | 5.7456345893 |
| 1997-02-01 | 5.8535479050 |
| 1997-03-01 | 5.8044143871 |
| 1997-04-01 | 6.3017817092 |
| 1997-05-01 | 6.1753853232 |
| 1997-06-01 | 6.2271470978 |
| 1997-07-01 | 6.0249352049 |
| 1997-08-01 | 5.9759554727 |
| 1997-09-01 | 5.9222420052 |
| 1997-10-01 | 5.7679526233 |
| 1997-11-01 | 5.7591096243 |
| 1997-12-01 | 5.7648465932 |
| 1998-01-01 | 5.7399715556 |
| 1998-02-01 | 5.8333962515 |
| 1998-03-01 | 5.9116913625 |
| 1998-04-01 | 5.9962580463 |
| 1998-05-01 | 5.8856235469 |
| 1998-06-01 | 5.8451011935 |
| 1998-07-01 | 6.4046121577 |
| 1998-08-01 | 6.2430762593 |
| 1998-09-01 | 6.2303287489 |
| 1998-10-01 | 6.8836146398 |
| 1998-11-01 | 6.8469783378 |
| 1998-12-01 | 6.7981804771 |
| 1999-01-01 | 6.2195192549 |
| 1999-02-01 | 6.2196318265 |
| 1999-03-01 | 6.2335535828 |
| 1999-04-01 | 6.1859034558 |
| 1999-05-01 | 6.3022525046 |
| 1999-06-01 | 6.2600714824 |
| 1999-07-01 | 6.3936499647 |
| 1999-08-01 | 6.4093426536 |
| 1999-09-01 | 6.4403105452 |
| 1999-10-01 | 6.6807776206 |
| 1999-11-01 | 6.9352815425 |
| 1999-12-01 | 7.0258140615 |
| 2000-01-01 | 7.1003694951 |
| 2000-02-01 | 7.1225227775 |
| 2000-03-01 | 7.0572100372 |
| 2000-04-01 | 6.8735259064 |
| 2000-05-01 | 6.8134682250 |
| 2000-06-01 | 6.7686345670 |
| 2000-07-01 | 7.0974941728 |
| 2000-08-01 | 7.1768088356 |
| 2000-09-01 | 7.2426978774 |
| 2000-10-01 | 7.0752721736 |
| 2000-11-01 | 7.1286684011 |
| 2000-12-01 | 7.0361484538 |
| 2001-01-01 | 7.1824179862 |
| 2001-02-01 | 7.2318822541 |
| 2001-03-01 | 7.2925337795 |
| 2001-04-01 | 7.3600559243 |
| 2001-05-01 | 7.3330409597 |
| 2001-06-01 | 7.3758515258 |
| 2001-07-01 | 7.2920214891 |
| 2001-08-01 | 7.4430942490 |
| 2001-09-01 | 7.3279214674 |
| 2001-10-01 | 7.3635432428 |
| 2001-11-01 | 7.2326294874 |
| 2001-12-01 | 7.1423627540 |
| 2002-01-01 | 7.3892905653 |
| 2002-02-01 | 7.3559351146 |
| 2002-03-01 | 7.3231123353 |
| 2002-04-01 | 7.5417729531 |
| 2002-05-01 | 7.5347614780 |
| 2002-06-01 | 7.5828185659 |
| 2002-07-01 | 7.4773240445 |
| 2002-08-01 | 7.4198451212 |
| 2002-09-01 | 7.4062458455 |
| 2002-10-01 | 7.5553934912 |
| 2002-11-01 | 7.5415151647 |
| 2002-12-01 | 7.5432079223 |
| 2003-01-01 | 7.3089637810 |
| 2003-02-01 | 7.2845919072 |
| 2003-03-01 | 7.2489545995 |
| 2003-04-01 | 7.0224181740 |
| 2003-05-01 | 7.1302555306 |
| 2003-06-01 | 7.0914826751 |
| 2003-07-01 | 7.0420784872 |
| 2003-08-01 | 7.1211417211 |
| 2003-09-01 | 7.0882390764 |
| 2003-10-01 | 6.9441212400 |
| 2003-11-01 | 6.9396737110 |
| 2003-12-01 | 6.9387800672 |
| 2004-01-01 | 6.9391465171 |
| 2004-02-01 | 6.8115598134 |
| 2004-03-01 | 6.7635342317 |
| 2004-04-01 | 6.7177208216 |
| 2004-05-01 | 6.4214772129 |
| 2004-06-01 | 6.4093935528 |
| 2004-07-01 | 7.0063854587 |
| 2004-08-01 | 7.0250983646 |
| 2004-09-01 | 6.7716571757 |
| 2004-10-01 | 6.6365074960 |
| 2004-11-01 | 6.5290903614 |
| 2004-12-01 | 6.5307270905 |
| 2005-01-01 | 6.5564917979 |
| 2005-02-01 | 6.6277409585 |
| 2005-03-01 | 6.4739887416 |
| 2005-04-01 | 6.7297949736 |
| 2005-05-01 | 6.8293166337 |
| 2005-06-01 | 6.8297533953 |
| 2005-07-01 | 6.9753980243 |
| 2005-08-01 | 6.9267700828 |
| 2005-09-01 | 7.0520939203 |
| 2005-10-01 | 7.1230578045 |
| 2005-11-01 | 7.2138458759 |
| 2005-12-01 | 7.2270399020 |
| 2006-01-01 | 7.1685430146 |
| 2006-02-01 | 7.2311163204 |
| 2006-03-01 | 7.2794777235 |
| 2006-04-01 | 7.2523597576 |
| 2006-05-01 | 7.3427013489 |
| 2006-06-01 | 7.4460228355 |
| 2006-07-01 | 7.3689182901 |
| 2006-08-01 | 7.2229340020 |
| 2006-09-01 | 7.2420329107 |
| 2006-10-01 | 7.1983137876 |
| 2006-11-01 | 7.1991475119 |
| 2006-12-01 | 7.1215242701 |
| 2007-01-01 | 7.1663051918 |
| 2007-02-01 | 7.1262183643 |
| 2007-03-01 | 7.1859313529 |
| 2007-04-01 | 7.2806725681 |
| 2007-05-01 | 7.2572176508 |
| 2007-06-01 | 7.2511783488 |
| 2007-07-01 | 7.2781425434 |
| 2007-08-01 | 7.4267036622 |
| 2007-09-01 | 7.5476390322 |
| 2007-10-01 | 7.3663995379 |
| 2007-11-01 | 7.3800512589 |
| 2007-12-01 | 7.4137774594 |
| 2008-01-01 | 7.5608852871 |
| 2008-02-01 | 7.4153066773 |
| 2008-03-01 | 7.3872857314 |
| 2008-04-01 | 7.3066191397 |
| 2008-05-01 | 7.3651705549 |
| 2008-06-01 | 7.4507639777 |
| 2008-07-01 | 7.5067888408 |
| 2008-08-01 | 7.6303980163 |
| 2008-09-01 | 7.5623175303 |
| 2008-10-01 | 7.4414054061 |
| 2008-11-01 | 7.3661970088 |
| 2008-12-01 | 7.3026743766 |
| 2009-01-01 | 7.1463832339 |
| 2009-02-01 | 7.1015668909 |
| 2009-03-01 | 6.9859024365 |
| 2009-04-01 | 6.8214516684 |
| 2009-05-01 | 6.7736166512 |
| 2009-06-01 | 6.7454041200 |
| 2009-07-01 | 6.6367936589 |
| 2009-08-01 | 6.6371410901 |
| 2009-09-01 | 6.5800794413 |
| 2009-10-01 | 6.6257235449 |
| 2009-11-01 | 6.5565613855 |
| 2009-12-01 | 6.5993865077 |
| 2010-01-01 | 6.6365052398 |
| 2010-02-01 | 6.5828961116 |
| 2010-03-01 | 6.5841951383 |
| 2010-04-01 | 6.5253392183 |
| 2010-05-01 | 6.5685113452 |
| 2010-06-01 | 6.5296281070 |
| 2010-07-01 | 6.5674170688 |
| 2010-08-01 | 6.5534239780 |
| 2010-09-01 | 6.5050952970 |
| 2010-10-01 | 6.6169236092 |
| 2010-11-01 | 6.6485467669 |
| 2010-12-01 | 6.5987328402 |
| 2011-01-01 | 6.6301629467 |
| 2011-02-01 | 6.6687231011 |
| 2011-03-01 | 6.7821270421 |
| 2011-04-01 | 6.7220124885 |
| 2011-05-01 | 6.7561376648 |
| 2011-06-01 | 6.7063813944 |
| 2011-07-01 | 6.5868530278 |
| 2011-08-01 | 6.6718870059 |
| 2011-09-01 | 6.7317235938 |
| 2011-10-01 | 6.7158805316 |
| 2011-11-01 | 6.7417459869 |
| 2011-12-01 | 6.8136233441 |
| 2012-01-01 | 6.9265194034 |
| 2012-02-01 | 6.7586415017 |
| 2012-03-01 | 6.7766336529 |
| 2012-04-01 | 6.8093210780 |
| 2012-05-01 | 6.7357852050 |
| 2012-06-01 | 6.7848883253 |
| 2012-07-01 | 6.8041190655 |
| 2012-08-01 | 6.8853974222 |
| 2012-09-01 | 6.8560964663 |
| 2012-10-01 | 6.8208066192 |
| 2012-11-01 | 6.8426882318 |
| 2012-12-01 | 6.8254766337 |
| 2013-01-01 | 6.8237999941 |
| 2013-02-01 | 6.8547332816 |
| 2013-03-01 | 6.7652483736 |
| 2013-04-01 | 6.7963873564 |
| 2013-05-01 | 6.8233301609 |
| 2013-06-01 | 6.8750007815 |
| 2013-07-01 | 6.8112584595 |
| 2013-08-01 | 6.7858719167 |
| 2013-09-01 | 6.8667367449 |
| 2013-10-01 | 6.9295382596 |
| 2013-11-01 | 6.9483591159 |
| 2013-12-01 | 6.9400744786 |
| 2014-01-01 | 6.9272316470 |
| 2014-02-01 | 6.9526107222 |
| 2014-03-01 | 6.9548090547 |
| 2014-04-01 | 6.9905663217 |
| 2014-05-01 | 7.0108050183 |
| 2014-06-01 | 7.0644667830 |
| 2014-07-01 | 7.0108689297 |
| 2014-08-01 | 6.8852462440 |
| 2014-09-01 | 6.9713240941 |
| 2014-10-01 | 7.0354552376 |
| 2014-11-01 | 7.0559353918 |
| 2014-12-01 | 7.0497249992 |
| 2015-01-01 | 7.2330931810 |
| 2015-02-01 | 7.2595315652 |
| 2015-03-01 | 7.3469121836 |
| 2015-04-01 | 7.5874122739 |
| 2015-05-01 | 7.4068122857 |
| 2015-06-01 | 7.3586710227 |
| 2015-07-01 | 7.3967747919 |
| 2015-08-01 | 7.4798003781 |
| 2015-09-01 | 7.4732922487 |
| 2015-10-01 | 7.5389759251 |
| 2015-11-01 | 7.4595668834 |
| 2015-12-01 | 7.6526550950 |
| 2016-01-01 | 7.6435438539 |
| 2016-02-01 | 7.6691348462 |
| 2016-03-01 | 7.7463591317 |
| 2016-04-01 | 7.6922124803 |
| 2016-05-01 | 7.7107312689 |
| 2016-06-01 | 7.6544291129 |
| 2016-07-01 | 7.7695619248 |
| 2016-08-01 | 7.8756986078 |
| 2016-09-01 | 7.9684720197 |
| 2016-10-01 | 7.7475969374 |
| 2016-11-01 | 7.7613825984 |
| 2016-12-01 | 7.9413727282 |
| 2017-01-01 | 7.9517978260 |
| 2017-02-01 | 7.9810237999 |
| 2017-03-01 | 7.9547974603 |
| 2017-04-01 | 7.9990638025 |
| 2017-05-01 | 8.0272297971 |
| 2017-06-01 | 8.0528511877 |
| 2017-07-01 | 7.9390048617 |
| 2017-08-01 | 7.8727671189 |
| 2017-09-01 | 7.8505111540 |
| 2017-10-01 | 7.8557273232 |
| 2017-11-01 | 7.8623037987 |
| 2017-12-01 | 7.8260836089 |
| 2018-01-01 | 7.9594971066 |
| 2018-02-01 | 7.8913788452 |
| 2018-03-01 | 8.3751335660 |
| 2018-04-01 | 8.3108057802 |
| 2018-05-01 | 8.3419557953 |
| 2018-06-01 | 8.4434274476 |
| 2018-07-01 | 8.5090105288 |
| 2018-08-01 | 8.5711918385 |
| 2018-09-01 | 8.5305935832 |
| 2018-10-01 | 8.6586784264 |
| 2018-11-01 | 8.6707551359 |
| 2018-12-01 | 8.7204292283 |
| 2019-01-01 | 8.5639500059 |
| 2019-02-01 | 8.6066251563 |
| 2019-03-01 | 8.5951315385 |
| 2019-04-01 | 8.5088085690 |
| 2019-05-01 | 8.5478597113 |
| 2019-06-01 | 8.6283027074 |
| 2019-07-01 | 8.7886162498 |
| 2019-08-01 | 8.7685246822 |
| 2019-09-01 | 8.8190830419 |
| 2019-10-01 | 8.7600855771 |
| 2019-11-01 | 8.8879703064 |
| 2019-12-01 | 8.9232988218 |
| 2020-01-01 | 8.9702901876 |
| 2020-02-01 | 8.9156314501 |
| 2020-03-01 | 8.8072548174 |
| 2020-04-01 | 4.8014329544 |
| 2020-05-01 | 4.7399071050 |
| 2020-06-01 | 4.7130195206 |
| 2020-07-01 | 4.2798603961 |
| 2020-08-01 | 4.5540770155 |
| 2020-09-01 | 4.8157411796 |
| 2020-10-01 | 4.9712512335 |
| 2020-11-01 | 5.0167024801 |
| 2020-12-01 | 4.8364902332 |
| 2021-01-01 | 4.8708661306 |
| 2021-02-01 | 4.9216751601 |
| 2021-03-01 | 5.0042329620 |
| 2021-04-01 | 5.0852114868 |
| 2021-05-01 | 5.2216203050 |
| 2021-06-01 | 5.2983543683 |
| 2021-07-01 | 5.4818109566 |
| 2021-08-01 | 5.6397557057 |
| 2021-09-01 | 5.7237981689 |
| 2021-10-01 | 5.8910289865 |
| 2021-11-01 | 5.8426816601 |
| 2021-12-01 | 5.9541403007 |
| 2022-01-01 | 6.0680266342 |
| 2022-02-01 | 6.1207706169 |
| 2022-03-01 | 6.2874317156 |
| 2022-04-01 | 6.4722447536 |
| 2022-05-01 | 6.5038683422 |
| 2022-06-01 | 6.5804916657 |
| 2022-07-01 | 6.5883879032 |
| 2022-08-01 | 6.6282786968 |
| 2022-09-01 | 6.6445576745 |
| 2022-10-01 | 6.7123517223 |
| 2022-11-01 | 6.7658397751 |
| 2022-12-01 | 6.6713787835 |
| 2023-01-01 | 6.8562116098 |
| 2023-02-01 | 7.0196322720 |
| 2023-03-01 | 6.9589803388 |
| 2023-04-01 | 7.0579576658 |
| 2023-05-01 | 7.0886032516 |
| 2023-06-01 | 7.0679828780 |
| 2023-07-01 | 6.9992218668 |
| 2023-08-01 | 7.1313940980 |
| 2023-09-01 | 7.0754483905 |
| 2023-10-01 | 6.9324008180 |
| 2023-11-01 | 6.9726516889 |
| 2023-12-01 | 6.9750393382 |
| 2024-01-01 | 6.9424733494 |
| 2024-02-01 | 6.9077022615 |
| 2024-03-01 | 6.9292615159 |
| 2024-04-01 | 6.8552397153 |
| 2024-05-01 | 6.8839700399 |
| 2024-06-01 | 6.8663907631 |
| 2024-07-01 | 6.9124972826 |
| 2024-08-01 | 6.8407862186 |
| 2024-09-01 | 6.6973005174 |
| 2024-10-01 | 6.6494587223 |
| 2024-11-01 | 6.6719132427 |
| 2024-12-01 | 6.5685609627 |
| 2025-01-01 | 6.6233248443 |
| 2025-02-01 | 6.4970918838 |
| 2025-03-01 | 6.5046416814 |
| 2025-04-01 | 6.2590699743 |
| 2025-05-01 | 6.2837394858 |
| 2025-06-01 | 6.3729092927 |
| 2025-07-01 | 6.3230035062 |
| 2025-08-01 | 6.2595541932 |
| 2025-09-01 | 6.3095561000 |
| 2025-10-01 | 6.3589358391 |
| 2025-11-01 | 6.3619745757 |
| 2025-12-01 | 6.4603610915 |
| 2026-01-01 | 6.4063732303 |
| 2026-02-01 | 6.3878795133 |
| 2026-03-01 | 6.3882611159 |
| 2026-04-01 | 6.3651199664 |
| 2026-05-01 | 6.3894230125 |
| 2026-06-01 | 6.2808999190 |
| 2026-07-01 | 6.2308117970 |
| 2026-08-01 | 6.2740367368 |