Table Data - All Employees: Leisure and Hospitality in San Francisco-Oakland-Fremont, CA (MSA)
| Title | All Employees: Leisure and Hospitality in San Francisco-Oakland-Fremont, CA (MSA) |
|---|---|
| Series ID | SANF806LEIH |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-07-01 |
| Last Updated | 2026-08-21 7:32 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 | 159.875741853263 |
| 1990-02-01 | 160.011303339900 |
| 1990-03-01 | 160.290636634524 |
| 1990-04-01 | 160.323662074099 |
| 1990-05-01 | 158.279522909205 |
| 1990-06-01 | 159.078736593550 |
| 1990-07-01 | 161.271217710881 |
| 1990-08-01 | 161.004739782048 |
| 1990-09-01 | 161.050610348257 |
| 1990-10-01 | 162.126904468419 |
| 1990-11-01 | 162.810894975143 |
| 1990-12-01 | 162.451418563367 |
| 1991-01-01 | 162.059564061094 |
| 1991-02-01 | 161.691039154316 |
| 1991-03-01 | 161.248890316919 |
| 1991-04-01 | 158.754087737549 |
| 1991-05-01 | 158.521524974534 |
| 1991-06-01 | 159.871214066955 |
| 1991-07-01 | 159.521748331805 |
| 1991-08-01 | 160.095240097925 |
| 1991-09-01 | 159.888260571644 |
| 1991-10-01 | 158.798646853487 |
| 1991-11-01 | 159.225697086195 |
| 1991-12-01 | 159.049509212165 |
| 1992-01-01 | 158.106066708766 |
| 1992-02-01 | 157.938127539465 |
| 1992-03-01 | 157.246336509373 |
| 1992-04-01 | 158.271673355617 |
| 1992-05-01 | 158.657240939272 |
| 1992-06-01 | 157.718457356318 |
| 1992-07-01 | 157.317044108402 |
| 1992-08-01 | 157.573836326367 |
| 1992-09-01 | 157.758115934209 |
| 1992-10-01 | 157.850514832204 |
| 1992-11-01 | 157.491573096823 |
| 1992-12-01 | 157.186906843210 |
| 1993-01-01 | 157.656223916137 |
| 1993-02-01 | 157.990921127839 |
| 1993-03-01 | 157.083194083479 |
| 1993-04-01 | 158.415092266344 |
| 1993-05-01 | 159.465840096002 |
| 1993-06-01 | 159.409384874232 |
| 1993-07-01 | 159.409220821300 |
| 1993-08-01 | 159.289006959027 |
| 1993-09-01 | 159.696797966460 |
| 1993-10-01 | 161.029609198945 |
| 1993-11-01 | 160.535150007264 |
| 1993-12-01 | 161.526884627920 |
| 1994-01-01 | 162.218035495789 |
| 1994-02-01 | 162.322922620507 |
| 1994-03-01 | 163.366300517955 |
| 1994-04-01 | 162.223167730922 |
| 1994-05-01 | 162.461970493147 |
| 1994-06-01 | 162.657670942235 |
| 1994-07-01 | 161.525697791122 |
| 1994-08-01 | 160.584562789956 |
| 1994-09-01 | 160.321237879849 |
| 1994-10-01 | 161.827976469275 |
| 1994-11-01 | 163.176565148555 |
| 1994-12-01 | 163.249911384009 |
| 1995-01-01 | 165.264467877211 |
| 1995-02-01 | 166.120516182137 |
| 1995-03-01 | 167.209757771485 |
| 1995-04-01 | 168.040819454913 |
| 1995-05-01 | 167.847979027072 |
| 1995-06-01 | 168.509479360429 |
| 1995-07-01 | 170.426559667010 |
| 1995-08-01 | 171.829933544154 |
| 1995-09-01 | 172.564024768805 |
| 1995-10-01 | 170.324049741268 |
| 1995-11-01 | 172.471215033746 |
| 1995-12-01 | 173.796453295442 |
| 1996-01-01 | 175.431616822419 |
| 1996-02-01 | 176.064782496198 |
| 1996-03-01 | 176.193482233099 |
| 1996-04-01 | 175.149097343858 |
| 1996-05-01 | 176.474835836404 |
| 1996-06-01 | 176.103420689371 |
| 1996-07-01 | 177.501903458568 |
| 1996-08-01 | 177.808924154958 |
| 1996-09-01 | 177.819539810871 |
| 1996-10-01 | 178.874946239744 |
| 1996-11-01 | 179.895620647475 |
| 1996-12-01 | 179.953715828426 |
| 1997-01-01 | 179.813831787859 |
| 1997-02-01 | 180.138041684016 |
| 1997-03-01 | 179.340669174991 |
| 1997-04-01 | 182.033431249789 |
| 1997-05-01 | 181.127027551591 |
| 1997-06-01 | 181.678378434722 |
| 1997-07-01 | 179.767171617125 |
| 1997-08-01 | 179.308043926069 |
| 1997-09-01 | 179.773102820176 |
| 1997-10-01 | 179.067920492634 |
| 1997-11-01 | 179.579359124964 |
| 1997-12-01 | 179.970050676451 |
| 1998-01-01 | 179.051357040763 |
| 1998-02-01 | 178.976039487288 |
| 1998-03-01 | 178.313218064672 |
| 1998-04-01 | 180.711584474837 |
| 1998-05-01 | 180.852814508134 |
| 1998-06-01 | 182.361791323873 |
| 1998-07-01 | 184.246653008077 |
| 1998-08-01 | 184.607261127394 |
| 1998-09-01 | 185.314252017275 |
| 1998-10-01 | 184.993261004336 |
| 1998-11-01 | 185.345009485340 |
| 1998-12-01 | 186.218210289426 |
| 1999-01-01 | 184.941734327992 |
| 1999-02-01 | 184.451474829769 |
| 1999-03-01 | 185.410614455167 |
| 1999-04-01 | 186.110578906828 |
| 1999-05-01 | 187.404106760907 |
| 1999-06-01 | 186.764064389468 |
| 1999-07-01 | 186.526513980271 |
| 1999-08-01 | 186.065491501073 |
| 1999-09-01 | 185.829959239835 |
| 1999-10-01 | 186.776765723002 |
| 1999-11-01 | 186.526971930955 |
| 1999-12-01 | 187.129409165957 |
| 2000-01-01 | 188.359498665599 |
| 2000-02-01 | 189.328453082790 |
| 2000-03-01 | 189.390400880847 |
| 2000-04-01 | 188.882441212864 |
| 2000-05-01 | 188.235395703745 |
| 2000-06-01 | 189.014457433298 |
| 2000-07-01 | 191.484850888780 |
| 2000-08-01 | 190.812587383662 |
| 2000-09-01 | 192.607060639985 |
| 2000-10-01 | 191.228332019166 |
| 2000-11-01 | 191.718543437653 |
| 2000-12-01 | 191.129218022796 |
| 2001-01-01 | 196.627120619466 |
| 2001-02-01 | 197.481158021438 |
| 2001-03-01 | 197.747167991685 |
| 2001-04-01 | 196.668309133072 |
| 2001-05-01 | 196.857598057029 |
| 2001-06-01 | 195.997173369393 |
| 2001-07-01 | 195.300968244277 |
| 2001-08-01 | 194.846342595696 |
| 2001-09-01 | 193.121526686111 |
| 2001-10-01 | 191.643493411099 |
| 2001-11-01 | 190.792207492737 |
| 2001-12-01 | 190.569153441458 |
| 2002-01-01 | 190.871035158330 |
| 2002-02-01 | 190.607774341901 |
| 2002-03-01 | 190.675051714558 |
| 2002-04-01 | 194.303895116984 |
| 2002-05-01 | 194.830625424831 |
| 2002-06-01 | 194.523876096003 |
| 2002-07-01 | 194.205812202515 |
| 2002-08-01 | 194.773252578963 |
| 2002-09-01 | 193.936941711587 |
| 2002-10-01 | 195.325819260355 |
| 2002-11-01 | 195.981119982225 |
| 2002-12-01 | 195.472517392110 |
| 2003-01-01 | 194.637499006947 |
| 2003-02-01 | 193.835515657463 |
| 2003-03-01 | 192.764994963749 |
| 2003-04-01 | 192.400106433486 |
| 2003-05-01 | 191.444420111329 |
| 2003-06-01 | 192.328455087052 |
| 2003-07-01 | 191.850153138500 |
| 2003-08-01 | 192.964012462631 |
| 2003-09-01 | 192.846411559646 |
| 2003-10-01 | 193.831926945793 |
| 2003-11-01 | 192.961909477169 |
| 2003-12-01 | 193.283228803993 |
| 2004-01-01 | 193.708730505392 |
| 2004-02-01 | 194.116071006540 |
| 2004-03-01 | 194.230225983497 |
| 2004-04-01 | 194.022057833308 |
| 2004-05-01 | 193.949358279553 |
| 2004-06-01 | 192.905377129899 |
| 2004-07-01 | 195.505049296039 |
| 2004-08-01 | 194.861993597963 |
| 2004-09-01 | 196.052676254642 |
| 2004-10-01 | 194.930663877477 |
| 2004-11-01 | 194.942097919471 |
| 2004-12-01 | 196.509928805695 |
| 2005-01-01 | 196.774775874948 |
| 2005-02-01 | 196.441580276197 |
| 2005-03-01 | 197.006595408016 |
| 2005-04-01 | 199.642793853310 |
| 2005-05-01 | 198.294802541784 |
| 2005-06-01 | 198.212586903598 |
| 2005-07-01 | 198.324179380201 |
| 2005-08-01 | 199.131044824479 |
| 2005-09-01 | 200.358250036626 |
| 2005-10-01 | 201.204128089919 |
| 2005-11-01 | 202.318600567078 |
| 2005-12-01 | 201.958883809194 |
| 2006-01-01 | 202.627230258082 |
| 2006-02-01 | 204.417198808255 |
| 2006-03-01 | 204.250058680377 |
| 2006-04-01 | 204.576814397541 |
| 2006-05-01 | 205.253345075611 |
| 2006-06-01 | 205.751233908272 |
| 2006-07-01 | 205.169285237797 |
| 2006-08-01 | 205.335878306645 |
| 2006-09-01 | 205.850875808183 |
| 2006-10-01 | 206.846575180788 |
| 2006-11-01 | 207.868711180511 |
| 2006-12-01 | 207.947136585897 |
| 2007-01-01 | 209.674414468514 |
| 2007-02-01 | 210.322704136856 |
| 2007-03-01 | 211.243754288842 |
| 2007-04-01 | 210.471302767216 |
| 2007-05-01 | 211.256730910965 |
| 2007-06-01 | 211.495479486250 |
| 2007-07-01 | 213.670114638161 |
| 2007-08-01 | 213.438254361341 |
| 2007-09-01 | 213.266069278630 |
| 2007-10-01 | 212.952494638233 |
| 2007-11-01 | 214.101254213007 |
| 2007-12-01 | 215.328866838626 |
| 2008-01-01 | 214.908556964456 |
| 2008-02-01 | 216.418000303662 |
| 2008-03-01 | 216.547387938077 |
| 2008-04-01 | 216.980764377166 |
| 2008-05-01 | 216.334243095505 |
| 2008-06-01 | 216.920461354825 |
| 2008-07-01 | 216.484102005045 |
| 2008-08-01 | 216.058246243082 |
| 2008-09-01 | 215.793365623751 |
| 2008-10-01 | 214.607374076315 |
| 2008-11-01 | 214.300382625280 |
| 2008-12-01 | 214.378057563961 |
| 2009-01-01 | 211.057729629556 |
| 2009-02-01 | 209.841008608842 |
| 2009-03-01 | 208.127792502170 |
| 2009-04-01 | 207.679254185286 |
| 2009-05-01 | 207.816200820234 |
| 2009-06-01 | 206.440499562185 |
| 2009-07-01 | 206.413199002279 |
| 2009-08-01 | 205.905840916444 |
| 2009-09-01 | 205.631686881628 |
| 2009-10-01 | 206.417172840182 |
| 2009-11-01 | 205.517976711689 |
| 2009-12-01 | 206.196750733667 |
| 2010-01-01 | 205.954570250365 |
| 2010-02-01 | 205.220615851394 |
| 2010-03-01 | 205.115226615064 |
| 2010-04-01 | 209.387930712910 |
| 2010-05-01 | 206.788677715710 |
| 2010-06-01 | 207.975480452340 |
| 2010-07-01 | 209.031961383369 |
| 2010-08-01 | 209.321059388496 |
| 2010-09-01 | 209.839414698957 |
| 2010-10-01 | 211.841143978131 |
| 2010-11-01 | 210.849722047171 |
| 2010-12-01 | 211.111776807198 |
| 2011-01-01 | 212.459174964059 |
| 2011-02-01 | 212.882282739601 |
| 2011-03-01 | 213.555169213465 |
| 2011-04-01 | 214.853255798710 |
| 2011-05-01 | 214.807279643322 |
| 2011-06-01 | 215.020654969975 |
| 2011-07-01 | 216.016985187545 |
| 2011-08-01 | 216.217010241778 |
| 2011-09-01 | 218.799614380379 |
| 2011-10-01 | 218.421840771890 |
| 2011-11-01 | 218.653295784432 |
| 2011-12-01 | 219.220270722617 |
| 2012-01-01 | 220.664983133905 |
| 2012-02-01 | 221.309876888443 |
| 2012-03-01 | 221.688049351176 |
| 2012-04-01 | 224.992471506836 |
| 2012-05-01 | 225.330665351367 |
| 2012-06-01 | 226.670095596510 |
| 2012-07-01 | 226.634076500893 |
| 2012-08-01 | 228.881504599391 |
| 2012-09-01 | 229.172861107042 |
| 2012-10-01 | 230.840633834594 |
| 2012-11-01 | 231.028231937684 |
| 2012-12-01 | 232.156533179911 |
| 2013-01-01 | 233.001983309499 |
| 2013-02-01 | 234.105436666337 |
| 2013-03-01 | 234.932270379822 |
| 2013-04-01 | 235.286173732404 |
| 2013-05-01 | 236.819719399955 |
| 2013-06-01 | 236.237457390691 |
| 2013-07-01 | 236.527742534008 |
| 2013-08-01 | 237.646870295952 |
| 2013-09-01 | 238.869644776590 |
| 2013-10-01 | 239.686682728613 |
| 2013-11-01 | 242.244886953796 |
| 2013-12-01 | 243.072180590033 |
| 2014-01-01 | 243.682585330395 |
| 2014-02-01 | 244.684164752195 |
| 2014-03-01 | 245.361319616027 |
| 2014-04-01 | 246.061535303680 |
| 2014-05-01 | 246.191266827589 |
| 2014-06-01 | 248.268903839905 |
| 2014-07-01 | 248.468465830606 |
| 2014-08-01 | 249.649866840156 |
| 2014-09-01 | 250.884793281833 |
| 2014-10-01 | 251.240191049009 |
| 2014-11-01 | 251.959410934688 |
| 2014-12-01 | 253.097612677088 |
| 2015-01-01 | 253.161507594008 |
| 2015-02-01 | 253.673780390631 |
| 2015-03-01 | 255.073728293584 |
| 2015-04-01 | 256.340517690644 |
| 2015-05-01 | 257.078160481758 |
| 2015-06-01 | 257.341586202060 |
| 2015-07-01 | 258.538678235214 |
| 2015-08-01 | 259.504774941524 |
| 2015-09-01 | 260.675714131676 |
| 2015-10-01 | 261.174562938806 |
| 2015-11-01 | 261.751958805605 |
| 2015-12-01 | 263.021025251940 |
| 2016-01-01 | 264.854008928167 |
| 2016-02-01 | 266.118808301765 |
| 2016-03-01 | 264.769954997672 |
| 2016-04-01 | 267.615840510304 |
| 2016-05-01 | 267.196248307884 |
| 2016-06-01 | 266.688847293126 |
| 2016-07-01 | 267.539032775071 |
| 2016-08-01 | 268.331846645296 |
| 2016-09-01 | 268.174991391903 |
| 2016-10-01 | 270.101377532494 |
| 2016-11-01 | 269.971983130096 |
| 2016-12-01 | 270.114249068756 |
| 2017-01-01 | 269.073599307592 |
| 2017-02-01 | 270.744238181270 |
| 2017-03-01 | 271.867602890011 |
| 2017-04-01 | 272.038748029863 |
| 2017-05-01 | 272.226376237548 |
| 2017-06-01 | 273.824566417661 |
| 2017-07-01 | 272.514116904922 |
| 2017-08-01 | 271.432038997175 |
| 2017-09-01 | 271.485763876563 |
| 2017-10-01 | 272.177771069148 |
| 2017-11-01 | 272.647853761453 |
| 2017-12-01 | 271.701579862787 |
| 2018-01-01 | 272.191549516592 |
| 2018-02-01 | 273.012111732390 |
| 2018-03-01 | 273.679139929078 |
| 2018-04-01 | 274.362924962097 |
| 2018-05-01 | 274.077479171802 |
| 2018-06-01 | 275.523878020889 |
| 2018-07-01 | 276.344398596371 |
| 2018-08-01 | 276.371246387250 |
| 2018-09-01 | 276.385221321212 |
| 2018-10-01 | 276.209299236752 |
| 2018-11-01 | 276.554557165085 |
| 2018-12-01 | 278.149239063202 |
| 2019-01-01 | 279.037469112191 |
| 2019-02-01 | 281.150732136243 |
| 2019-03-01 | 281.584454812486 |
| 2019-04-01 | 280.588832834122 |
| 2019-05-01 | 280.642788091591 |
| 2019-06-01 | 281.169665872011 |
| 2019-07-01 | 280.356766952507 |
| 2019-08-01 | 281.382783938182 |
| 2019-09-01 | 282.215325608741 |
| 2019-10-01 | 282.287442556524 |
| 2019-11-01 | 283.613748090546 |
| 2019-12-01 | 284.643615262619 |
| 2020-01-01 | 284.924066138680 |
| 2020-02-01 | 284.976695904606 |
| 2020-03-01 | 271.802029864148 |
| 2020-04-01 | 127.666421275058 |
| 2020-05-01 | 137.416010625352 |
| 2020-06-01 | 146.439566638780 |
| 2020-07-01 | 149.997088162884 |
| 2020-08-01 | 149.246299537110 |
| 2020-09-01 | 154.697120591472 |
| 2020-10-01 | 165.331871509785 |
| 2020-11-01 | 168.665864583980 |
| 2020-12-01 | 157.133593471084 |
| 2021-01-01 | 147.209634075058 |
| 2021-02-01 | 161.678720730831 |
| 2021-03-01 | 168.987287091022 |
| 2021-04-01 | 180.648860998860 |
| 2021-05-01 | 185.814272733391 |
| 2021-06-01 | 193.923425231358 |
| 2021-07-01 | 206.839341565572 |
| 2021-08-01 | 210.046692675358 |
| 2021-09-01 | 212.203235180755 |
| 2021-10-01 | 220.368815252507 |
| 2021-11-01 | 221.573613618513 |
| 2021-12-01 | 225.430117895705 |
| 2022-01-01 | 223.407787690289 |
| 2022-02-01 | 227.347723914812 |
| 2022-03-01 | 228.796852507496 |
| 2022-04-01 | 233.056142133711 |
| 2022-05-01 | 234.823280764426 |
| 2022-06-01 | 237.680330243559 |
| 2022-07-01 | 240.441778164245 |
| 2022-08-01 | 241.239566708860 |
| 2022-09-01 | 243.356753986997 |
| 2022-10-01 | 244.443282389933 |
| 2022-11-01 | 245.789989800316 |
| 2022-12-01 | 245.769087541016 |
| 2023-01-01 | 244.746601881315 |
| 2023-02-01 | 247.743572544782 |
| 2023-03-01 | 249.525070645806 |
| 2023-04-01 | 249.577522358894 |
| 2023-05-01 | 249.563361001232 |
| 2023-06-01 | 250.335424495030 |
| 2023-07-01 | 249.964592489877 |
| 2023-08-01 | 251.101078445488 |
| 2023-09-01 | 253.139254999824 |
| 2023-10-01 | 251.103298716427 |
| 2023-11-01 | 251.232933825070 |
| 2023-12-01 | 251.395167214236 |
| 2024-01-01 | 251.891055457098 |
| 2024-02-01 | 250.758504105567 |
| 2024-03-01 | 250.173537545273 |
| 2024-04-01 | 250.311841051200 |
| 2024-05-01 | 250.702508455279 |
| 2024-06-01 | 250.502998926179 |
| 2024-07-01 | 250.229037024108 |
| 2024-08-01 | 249.571412973480 |
| 2024-09-01 | 248.991580142866 |
| 2024-10-01 | 249.396902143723 |
| 2024-11-01 | 249.194643235973 |
| 2024-12-01 | 248.037288652051 |
| 2025-01-01 | 248.532241050045 |
| 2025-02-01 | 249.343522110582 |
| 2025-03-01 | 249.558344855166 |
| 2025-04-01 | 249.665157966926 |
| 2025-05-01 | 251.243480057584 |
| 2025-06-01 | 250.624303497495 |
| 2025-07-01 | 250.311316982220 |
| 2025-08-01 | 250.672612333765 |
| 2025-09-01 | 251.327748276501 |
| 2025-10-01 | 252.847593133904 |
| 2025-11-01 | 254.051856790943 |
| 2025-12-01 | 256.652204625482 |
| 2026-01-01 | 257.963824751771 |
| 2026-02-01 | 258.706175504158 |
| 2026-03-01 | 258.023010765582 |
| 2026-04-01 | 257.860805641281 |
| 2026-05-01 | 257.277125195355 |
| 2026-06-01 | 258.176145844666 |
| 2026-07-01 | 259.473313628307 |