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 2026-09-01 |
| Last Updated | 2026-10-20 10:08 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 | 6.4190909464 |
| 1990-02-01 | 6.4529039924 |
| 1990-03-01 | 6.1832748249 |
| 1990-04-01 | 6.6854054766 |
| 1990-05-01 | 6.7131307538 |
| 1990-06-01 | 6.7111237398 |
| 1990-07-01 | 6.9160526485 |
| 1990-08-01 | 7.0019008028 |
| 1990-09-01 | 7.1785119185 |
| 1990-10-01 | 6.7941066973 |
| 1990-11-01 | 6.8197150416 |
| 1990-12-01 | 6.8194492855 |
| 1991-01-01 | 6.7264532344 |
| 1991-02-01 | 6.6595584412 |
| 1991-03-01 | 6.5831475731 |
| 1991-04-01 | 6.3874887145 |
| 1991-05-01 | 6.3091204088 |
| 1991-06-01 | 6.2942191438 |
| 1991-07-01 | 6.1144530264 |
| 1991-08-01 | 6.1007911725 |
| 1991-09-01 | 5.8780851247 |
| 1991-10-01 | 6.0978709072 |
| 1991-11-01 | 6.1294353539 |
| 1991-12-01 | 6.0240342512 |
| 1992-01-01 | 6.1371348551 |
| 1992-02-01 | 6.1693072379 |
| 1992-03-01 | 6.1736210520 |
| 1992-04-01 | 6.2861887529 |
| 1992-05-01 | 6.3035122400 |
| 1992-06-01 | 6.1572155188 |
| 1992-07-01 | 6.2186378255 |
| 1992-08-01 | 6.1098579233 |
| 1992-09-01 | 6.1729710096 |
| 1992-10-01 | 6.2017885702 |
| 1992-11-01 | 6.1450065448 |
| 1992-12-01 | 6.1315201858 |
| 1993-01-01 | 6.0525891487 |
| 1993-02-01 | 5.9765160928 |
| 1993-03-01 | 5.8775896142 |
| 1993-04-01 | 5.6763594529 |
| 1993-05-01 | 5.5954636839 |
| 1993-06-01 | 5.6149718649 |
| 1993-07-01 | 6.3154871611 |
| 1993-08-01 | 6.3158162102 |
| 1993-09-01 | 6.1577194412 |
| 1993-10-01 | 6.7041041211 |
| 1993-11-01 | 6.7787956960 |
| 1993-12-01 | 6.1452641454 |
| 1994-01-01 | 5.9769120574 |
| 1994-02-01 | 5.8808715747 |
| 1994-03-01 | 5.8795421504 |
| 1994-04-01 | 5.8652528122 |
| 1994-05-01 | 5.8897082472 |
| 1994-06-01 | 5.8681153458 |
| 1994-07-01 | 5.6050502417 |
| 1994-08-01 | 5.5106907881 |
| 1994-09-01 | 5.4389205888 |
| 1994-10-01 | 5.4180608389 |
| 1994-11-01 | 5.3124552212 |
| 1994-12-01 | 5.2649119587 |
| 1995-01-01 | 5.5095643685 |
| 1995-02-01 | 5.4818053870 |
| 1995-03-01 | 5.6922816118 |
| 1995-04-01 | 5.6397897225 |
| 1995-05-01 | 5.5796625125 |
| 1995-06-01 | 5.6356361577 |
| 1995-07-01 | 5.4808596060 |
| 1995-08-01 | 5.5003709008 |
| 1995-09-01 | 5.6232629542 |
| 1995-10-01 | 5.6319335251 |
| 1995-11-01 | 5.6491319548 |
| 1995-12-01 | 5.6967387628 |
| 1996-01-01 | 5.6366299128 |
| 1996-02-01 | 5.6758363381 |
| 1996-03-01 | 5.3937080728 |
| 1996-04-01 | 5.4155874876 |
| 1996-05-01 | 5.3709548394 |
| 1996-06-01 | 5.5183039097 |
| 1996-07-01 | 5.8563844448 |
| 1996-08-01 | 5.8930372806 |
| 1996-09-01 | 5.8211245739 |
| 1996-10-01 | 5.8528181867 |
| 1996-11-01 | 5.7605943177 |
| 1996-12-01 | 5.8275301167 |
| 1997-01-01 | 5.7456356851 |
| 1997-02-01 | 5.8535482876 |
| 1997-03-01 | 5.8044141492 |
| 1997-04-01 | 6.3017822955 |
| 1997-05-01 | 6.1753866317 |
| 1997-06-01 | 6.2271499703 |
| 1997-07-01 | 6.0249339515 |
| 1997-08-01 | 5.9759529696 |
| 1997-09-01 | 5.9222452880 |
| 1997-10-01 | 5.7679496302 |
| 1997-11-01 | 5.7591075806 |
| 1997-12-01 | 5.7648471143 |
| 1998-01-01 | 5.7399714904 |
| 1998-02-01 | 5.8333958639 |
| 1998-03-01 | 5.9116910629 |
| 1998-04-01 | 5.9962584690 |
| 1998-05-01 | 5.8856247897 |
| 1998-06-01 | 5.8451031025 |
| 1998-07-01 | 6.4046115339 |
| 1998-08-01 | 6.2430750409 |
| 1998-09-01 | 6.2303339908 |
| 1998-10-01 | 6.8836119690 |
| 1998-11-01 | 6.8469764825 |
| 1998-12-01 | 6.7981791741 |
| 1999-01-01 | 6.2195187262 |
| 1999-02-01 | 6.2196311643 |
| 1999-03-01 | 6.2335533504 |
| 1999-04-01 | 6.1859035954 |
| 1999-05-01 | 6.3022534021 |
| 1999-06-01 | 6.2600731246 |
| 1999-07-01 | 6.3936495151 |
| 1999-08-01 | 6.4093423215 |
| 1999-09-01 | 6.4403165153 |
| 1999-10-01 | 6.6807750723 |
| 1999-11-01 | 6.9352797753 |
| 1999-12-01 | 7.0258125915 |
| 2000-01-01 | 7.1003686826 |
| 2000-02-01 | 7.1225221316 |
| 2000-03-01 | 7.0572098403 |
| 2000-04-01 | 6.8735253920 |
| 2000-05-01 | 6.8134687975 |
| 2000-06-01 | 6.7686356696 |
| 2000-07-01 | 7.0974939933 |
| 2000-08-01 | 7.1768090984 |
| 2000-09-01 | 7.2427033252 |
| 2000-10-01 | 7.0752704445 |
| 2000-11-01 | 7.1286671995 |
| 2000-12-01 | 7.0361471121 |
| 2001-01-01 | 7.1824171832 |
| 2001-02-01 | 7.2318816595 |
| 2001-03-01 | 7.2925333769 |
| 2001-04-01 | 7.3600541621 |
| 2001-05-01 | 7.3330426660 |
| 2001-06-01 | 7.3758510286 |
| 2001-07-01 | 7.2920227577 |
| 2001-08-01 | 7.4430928826 |
| 2001-09-01 | 7.3279263745 |
| 2001-10-01 | 7.3635428953 |
| 2001-11-01 | 7.2326291578 |
| 2001-12-01 | 7.1423618399 |
| 2002-01-01 | 7.3892900319 |
| 2002-02-01 | 7.3559344823 |
| 2002-03-01 | 7.3231116610 |
| 2002-04-01 | 7.5417698804 |
| 2002-05-01 | 7.5347642146 |
| 2002-06-01 | 7.5828165978 |
| 2002-07-01 | 7.4773267849 |
| 2002-08-01 | 7.4198421829 |
| 2002-09-01 | 7.4062496561 |
| 2002-10-01 | 7.5553946011 |
| 2002-11-01 | 7.5415157563 |
| 2002-12-01 | 7.5432074606 |
| 2003-01-01 | 7.3089635037 |
| 2003-02-01 | 7.2845911783 |
| 2003-03-01 | 7.2489535390 |
| 2003-04-01 | 7.0224143844 |
| 2003-05-01 | 7.1302593712 |
| 2003-06-01 | 7.0914791275 |
| 2003-07-01 | 7.0420825576 |
| 2003-08-01 | 7.1211373812 |
| 2003-09-01 | 7.0882422773 |
| 2003-10-01 | 6.9441230532 |
| 2003-11-01 | 6.9396748093 |
| 2003-12-01 | 6.9387801132 |
| 2004-01-01 | 6.9391463897 |
| 2004-02-01 | 6.8115591191 |
| 2004-03-01 | 6.7635331430 |
| 2004-04-01 | 6.7177169588 |
| 2004-05-01 | 6.4214809728 |
| 2004-06-01 | 6.4093895714 |
| 2004-07-01 | 7.0063895495 |
| 2004-08-01 | 7.0250940221 |
| 2004-09-01 | 6.7716599004 |
| 2004-10-01 | 6.6365094079 |
| 2004-11-01 | 6.5290915743 |
| 2004-12-01 | 6.5307274607 |
| 2005-01-01 | 6.5564917166 |
| 2005-02-01 | 6.6277403235 |
| 2005-03-01 | 6.4739876461 |
| 2005-04-01 | 6.7297916224 |
| 2005-05-01 | 6.8293203431 |
| 2005-06-01 | 6.8297489878 |
| 2005-07-01 | 6.9754020562 |
| 2005-08-01 | 6.9267656237 |
| 2005-09-01 | 7.0520966279 |
| 2005-10-01 | 7.1230595254 |
| 2005-11-01 | 7.2138469404 |
| 2005-12-01 | 7.2270403790 |
| 2006-01-01 | 7.1685428743 |
| 2006-02-01 | 7.2311158104 |
| 2006-03-01 | 7.2794768936 |
| 2006-04-01 | 7.2523574718 |
| 2006-05-01 | 7.3427037299 |
| 2006-06-01 | 7.4460194795 |
| 2006-07-01 | 7.3689209861 |
| 2006-08-01 | 7.2229310190 |
| 2006-09-01 | 7.2420349655 |
| 2006-10-01 | 7.1983149894 |
| 2006-11-01 | 7.1991482822 |
| 2006-12-01 | 7.1215246417 |
| 2007-01-01 | 7.1663050370 |
| 2007-02-01 | 7.1262180518 |
| 2007-03-01 | 7.1859308434 |
| 2007-04-01 | 7.2806714278 |
| 2007-05-01 | 7.2572187666 |
| 2007-06-01 | 7.2511760919 |
| 2007-07-01 | 7.2781439320 |
| 2007-08-01 | 7.4267022182 |
| 2007-09-01 | 7.5476403910 |
| 2007-10-01 | 7.3664001920 |
| 2007-11-01 | 7.3800517027 |
| 2007-12-01 | 7.4137776845 |
| 2008-01-01 | 7.5608851504 |
| 2008-02-01 | 7.4153065819 |
| 2008-03-01 | 7.3872855981 |
| 2008-04-01 | 7.3066186524 |
| 2008-05-01 | 7.3651704596 |
| 2008-06-01 | 7.4507632188 |
| 2008-07-01 | 7.5067889178 |
| 2008-08-01 | 7.6303980810 |
| 2008-09-01 | 7.5623181802 |
| 2008-10-01 | 7.4414055882 |
| 2008-11-01 | 7.3661971853 |
| 2008-12-01 | 7.3026745104 |
| 2009-01-01 | 7.1463831248 |
| 2009-02-01 | 7.1015669020 |
| 2009-03-01 | 6.9859024099 |
| 2009-04-01 | 6.8214512911 |
| 2009-05-01 | 6.7736166103 |
| 2009-06-01 | 6.7454037466 |
| 2009-07-01 | 6.6367936877 |
| 2009-08-01 | 6.6371411242 |
| 2009-09-01 | 6.5800799573 |
| 2009-10-01 | 6.6257236047 |
| 2009-11-01 | 6.5565614432 |
| 2009-12-01 | 6.5993865468 |
| 2010-01-01 | 6.6365051360 |
| 2010-02-01 | 6.5828961061 |
| 2010-03-01 | 6.5841951172 |
| 2010-04-01 | 6.5253389568 |
| 2010-05-01 | 6.5685112964 |
| 2010-06-01 | 6.5296280861 |
| 2010-07-01 | 6.5674170573 |
| 2010-08-01 | 6.5534239904 |
| 2010-09-01 | 6.5050956403 |
| 2010-10-01 | 6.6169236199 |
| 2010-11-01 | 6.6485467679 |
| 2010-12-01 | 6.5987328311 |
| 2011-01-01 | 6.6301628685 |
| 2011-02-01 | 6.6687230777 |
| 2011-03-01 | 6.7821270205 |
| 2011-04-01 | 6.7220123572 |
| 2011-05-01 | 6.7561376458 |
| 2011-06-01 | 6.7063813915 |
| 2011-07-01 | 6.5868530263 |
| 2011-08-01 | 6.6718870824 |
| 2011-09-01 | 6.7317237939 |
| 2011-10-01 | 6.7158805208 |
| 2011-11-01 | 6.7417459676 |
| 2011-12-01 | 6.8136233177 |
| 2012-01-01 | 6.9265193693 |
| 2012-02-01 | 6.7586414599 |
| 2012-03-01 | 6.7766335953 |
| 2012-04-01 | 6.8093210096 |
| 2012-05-01 | 6.7357851352 |
| 2012-06-01 | 6.7848882807 |
| 2012-07-01 | 6.8041190681 |
| 2012-08-01 | 6.8853976079 |
| 2012-09-01 | 6.8560967399 |
| 2012-10-01 | 6.8208067990 |
| 2012-11-01 | 6.8426882404 |
| 2012-12-01 | 6.8254766008 |
| 2013-01-01 | 6.8237998267 |
| 2013-02-01 | 6.8547330188 |
| 2013-03-01 | 6.7652480725 |
| 2013-04-01 | 6.7963870922 |
| 2013-05-01 | 6.8233299952 |
| 2013-06-01 | 6.8750007735 |
| 2013-07-01 | 6.8112586347 |
| 2013-08-01 | 6.7858725267 |
| 2013-09-01 | 6.8667374344 |
| 2013-10-01 | 6.9295389182 |
| 2013-11-01 | 6.9483592880 |
| 2013-12-01 | 6.9400743300 |
| 2014-01-01 | 6.9272309930 |
| 2014-02-01 | 6.9526097648 |
| 2014-03-01 | 6.9548080880 |
| 2014-04-01 | 6.9905656153 |
| 2014-05-01 | 7.0108047073 |
| 2014-06-01 | 7.0644668723 |
| 2014-07-01 | 7.0108692966 |
| 2014-08-01 | 6.8852474758 |
| 2014-09-01 | 6.9713257958 |
| 2014-10-01 | 7.0354571790 |
| 2014-11-01 | 7.0559370155 |
| 2014-12-01 | 7.0497265925 |
| 2015-01-01 | 7.2330942751 |
| 2015-02-01 | 7.2595188950 |
| 2015-03-01 | 7.3469110649 |
| 2015-04-01 | 7.5874121390 |
| 2015-05-01 | 7.4068126929 |
| 2015-06-01 | 7.3586722920 |
| 2015-07-01 | 7.3967768736 |
| 2015-08-01 | 7.4798036410 |
| 2015-09-01 | 7.4732959271 |
| 2015-10-01 | 7.5389795530 |
| 2015-11-01 | 7.4595697764 |
| 2015-12-01 | 7.6526575138 |
| 2016-01-01 | 7.6435454157 |
| 2016-02-01 | 7.6691087868 |
| 2016-03-01 | 7.7463561494 |
| 2016-04-01 | 7.6922117049 |
| 2016-05-01 | 7.7107324002 |
| 2016-06-01 | 7.6544329809 |
| 2016-07-01 | 7.7695681131 |
| 2016-08-01 | 7.8757062633 |
| 2016-09-01 | 7.9684792297 |
| 2016-10-01 | 7.7476024517 |
| 2016-11-01 | 7.7613858837 |
| 2016-12-01 | 7.9413749162 |
| 2017-01-01 | 7.9517998181 |
| 2017-02-01 | 7.9809836902 |
| 2017-03-01 | 7.9547905950 |
| 2017-04-01 | 7.9990609535 |
| 2017-05-01 | 8.0272272347 |
| 2017-06-01 | 8.0528490181 |
| 2017-07-01 | 7.9389976587 |
| 2017-08-01 | 7.8728455899 |
| 2017-09-01 | 7.8505052182 |
| 2017-10-01 | 7.8557258192 |
| 2017-11-01 | 7.8622973823 |
| 2017-12-01 | 7.8260895647 |
| 2018-01-01 | 7.9595006654 |
| 2018-02-01 | 7.8913339371 |
| 2018-03-01 | 8.3751149418 |
| 2018-04-01 | 8.3107877221 |
| 2018-05-01 | 8.3419376656 |
| 2018-06-01 | 8.4434136996 |
| 2018-07-01 | 8.5089933312 |
| 2018-08-01 | 8.5713526114 |
| 2018-09-01 | 8.5305904605 |
| 2018-10-01 | 8.6586851558 |
| 2018-11-01 | 8.6707494893 |
| 2018-12-01 | 8.7204423154 |
| 2019-01-01 | 8.5639513092 |
| 2019-02-01 | 8.6065627675 |
| 2019-03-01 | 8.5950820162 |
| 2019-04-01 | 8.5087529168 |
| 2019-05-01 | 8.5478088523 |
| 2019-06-01 | 8.6282704634 |
| 2019-07-01 | 8.7885958608 |
| 2019-08-01 | 8.7687866990 |
| 2019-09-01 | 8.8191037291 |
| 2019-10-01 | 8.7601140530 |
| 2019-11-01 | 8.8879663027 |
| 2019-12-01 | 8.9233982259 |
| 2020-01-01 | 8.9702766421 |
| 2020-02-01 | 8.9155427190 |
| 2020-03-01 | 8.8071463470 |
| 2020-04-01 | 4.8012990107 |
| 2020-05-01 | 4.7397510011 |
| 2020-06-01 | 4.7128626639 |
| 2020-07-01 | 4.2796959227 |
| 2020-08-01 | 4.5548714797 |
| 2020-09-01 | 4.8156138340 |
| 2020-10-01 | 4.9715919145 |
| 2020-11-01 | 5.0166015911 |
| 2020-12-01 | 4.8366067548 |
| 2021-01-01 | 4.8707902043 |
| 2021-02-01 | 4.9215334633 |
| 2021-03-01 | 5.0040465581 |
| 2021-04-01 | 5.0849898227 |
| 2021-05-01 | 5.2213691267 |
| 2021-06-01 | 5.2980966841 |
| 2021-07-01 | 5.4814695223 |
| 2021-08-01 | 5.6411116281 |
| 2021-09-01 | 5.7235290520 |
| 2021-10-01 | 5.8916616622 |
| 2021-11-01 | 5.8424537811 |
| 2021-12-01 | 5.9542557009 |
| 2022-01-01 | 6.0679589095 |
| 2022-02-01 | 6.1206298712 |
| 2022-03-01 | 6.2872065008 |
| 2022-04-01 | 6.4719016619 |
| 2022-05-01 | 6.5034258930 |
| 2022-06-01 | 6.5802315044 |
| 2022-07-01 | 6.5879264621 |
| 2022-08-01 | 6.6301207376 |
| 2022-09-01 | 6.6441015902 |
| 2022-10-01 | 6.7131913945 |
| 2022-11-01 | 6.7654028176 |
| 2022-12-01 | 6.6715156663 |
| 2023-01-01 | 6.8561593007 |
| 2023-02-01 | 7.0195415899 |
| 2023-03-01 | 6.9588100201 |
| 2023-04-01 | 7.0575616679 |
| 2023-05-01 | 7.0879885475 |
| 2023-06-01 | 7.0676867217 |
| 2023-07-01 | 6.9993249697 |
| 2023-08-01 | 7.1330075478 |
| 2023-09-01 | 7.0747981004 |
| 2023-10-01 | 6.9330290187 |
| 2023-11-01 | 6.9720473991 |
| 2023-12-01 | 6.9752665730 |
| 2024-01-01 | 6.9425474057 |
| 2024-02-01 | 6.9077552024 |
| 2024-03-01 | 6.9291048184 |
| 2024-04-01 | 6.8546642678 |
| 2024-05-01 | 6.8830781164 |
| 2024-06-01 | 6.8661321190 |
| 2024-07-01 | 6.9136065367 |
| 2024-08-01 | 6.8430428201 |
| 2024-09-01 | 6.6957429377 |
| 2024-10-01 | 6.6497822568 |
| 2024-11-01 | 6.6709903118 |
| 2024-12-01 | 6.5687347609 |
| 2025-01-01 | 6.6234310862 |
| 2025-02-01 | 6.4972931248 |
| 2025-03-01 | 6.5044762157 |
| 2025-04-01 | 6.2582665246 |
| 2025-05-01 | 6.2825926341 |
| 2025-06-01 | 6.3726305668 |
| 2025-07-01 | 6.3253670640 |
| 2025-08-01 | 6.2621204994 |
| 2025-09-01 | 6.3080178590 |
| 2025-10-01 | 6.3586522775 |
| 2025-11-01 | 6.3607438564 |
| 2025-12-01 | 6.4603471854 |
| 2026-01-01 | 6.4064869072 |
| 2026-02-01 | 6.3881613960 |
| 2026-03-01 | 6.3880926487 |
| 2026-04-01 | 6.3642047120 |
| 2026-05-01 | 6.3881784770 |
| 2026-06-01 | 6.2809152271 |
| 2026-07-01 | 6.2343514139 |
| 2026-08-01 | 6.2774609203 |
| 2026-09-01 | 5.7107939994 |