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 2026-05-01 |
| Last Updated | 2026-06-24 9:48 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 | 159.875741569425 |
| 1990-02-01 | 160.011303604295 |
| 1990-03-01 | 160.290644866960 |
| 1990-04-01 | 160.323662024048 |
| 1990-05-01 | 158.279521812885 |
| 1990-06-01 | 159.078735787887 |
| 1990-07-01 | 161.271216520906 |
| 1990-08-01 | 161.004739070320 |
| 1990-09-01 | 161.050609423235 |
| 1990-10-01 | 162.126903349717 |
| 1990-11-01 | 162.810893846171 |
| 1990-12-01 | 162.451417397299 |
| 1991-01-01 | 162.059563542666 |
| 1991-02-01 | 161.691038980991 |
| 1991-03-01 | 161.248899831635 |
| 1991-04-01 | 158.754087307844 |
| 1991-05-01 | 158.521523753730 |
| 1991-06-01 | 159.871213219967 |
| 1991-07-01 | 159.521747207840 |
| 1991-08-01 | 160.095239357013 |
| 1991-09-01 | 159.888259385553 |
| 1991-10-01 | 158.798645787703 |
| 1991-11-01 | 159.225695983648 |
| 1991-12-01 | 159.049508060242 |
| 1992-01-01 | 158.106065914937 |
| 1992-02-01 | 157.938126928404 |
| 1992-03-01 | 157.246347324503 |
| 1992-04-01 | 158.271672579315 |
| 1992-05-01 | 158.657239691666 |
| 1992-06-01 | 157.718456506561 |
| 1992-07-01 | 157.317043103661 |
| 1992-08-01 | 157.573835504298 |
| 1992-09-01 | 157.758114480421 |
| 1992-10-01 | 157.850513674617 |
| 1992-11-01 | 157.491572079303 |
| 1992-12-01 | 157.186905744171 |
| 1993-01-01 | 157.656222928817 |
| 1993-02-01 | 157.990920158795 |
| 1993-03-01 | 157.083205543355 |
| 1993-04-01 | 158.415091272775 |
| 1993-05-01 | 159.465838989466 |
| 1993-06-01 | 159.409384118838 |
| 1993-07-01 | 159.409220055111 |
| 1993-08-01 | 159.289006243537 |
| 1993-09-01 | 159.696796368049 |
| 1993-10-01 | 161.029607961657 |
| 1993-11-01 | 160.535149019888 |
| 1993-12-01 | 161.526883395981 |
| 1994-01-01 | 162.218034090577 |
| 1994-02-01 | 162.322921199161 |
| 1994-03-01 | 163.366312222100 |
| 1994-04-01 | 162.223166432772 |
| 1994-05-01 | 162.461969315348 |
| 1994-06-01 | 162.657671614995 |
| 1994-07-01 | 161.525697089861 |
| 1994-08-01 | 160.584562220971 |
| 1994-09-01 | 160.321236524815 |
| 1994-10-01 | 161.827975095233 |
| 1994-11-01 | 163.176563823671 |
| 1994-12-01 | 163.249909515547 |
| 1995-01-01 | 165.264465728594 |
| 1995-02-01 | 166.120514243720 |
| 1995-03-01 | 167.209768825271 |
| 1995-04-01 | 168.040818662983 |
| 1995-05-01 | 167.847978735570 |
| 1995-06-01 | 168.509482681939 |
| 1995-07-01 | 170.426559987668 |
| 1995-08-01 | 171.829933215932 |
| 1995-09-01 | 172.564022650401 |
| 1995-10-01 | 170.324046934557 |
| 1995-11-01 | 172.471212422054 |
| 1995-12-01 | 173.796444965554 |
| 1996-01-01 | 175.431616206208 |
| 1996-02-01 | 176.064781995896 |
| 1996-03-01 | 176.193493898657 |
| 1996-04-01 | 175.149099128026 |
| 1996-05-01 | 176.474839946244 |
| 1996-06-01 | 176.103427446669 |
| 1996-07-01 | 177.501904770142 |
| 1996-08-01 | 177.808923160611 |
| 1996-09-01 | 177.819534371209 |
| 1996-10-01 | 178.874937497020 |
| 1996-11-01 | 179.895612556975 |
| 1996-12-01 | 179.953699343912 |
| 1997-01-01 | 179.813834282203 |
| 1997-02-01 | 180.138046550112 |
| 1997-03-01 | 179.340685160859 |
| 1997-04-01 | 182.033438905277 |
| 1997-05-01 | 181.127038304036 |
| 1997-06-01 | 181.678389491261 |
| 1997-07-01 | 179.767175109687 |
| 1997-08-01 | 179.308040053982 |
| 1997-09-01 | 179.773092696414 |
| 1997-10-01 | 179.067902130241 |
| 1997-11-01 | 179.579335902131 |
| 1997-12-01 | 179.970004449919 |
| 1998-01-01 | 179.051385669584 |
| 1998-02-01 | 178.976059579799 |
| 1998-03-01 | 178.313242185608 |
| 1998-04-01 | 180.711598699081 |
| 1998-05-01 | 180.852832298550 |
| 1998-06-01 | 182.361804675700 |
| 1998-07-01 | 184.246655870787 |
| 1998-08-01 | 184.607252344741 |
| 1998-09-01 | 185.314234882755 |
| 1998-10-01 | 184.993230511023 |
| 1998-11-01 | 185.344968778708 |
| 1998-12-01 | 186.218139225493 |
| 1999-01-01 | 184.941790076913 |
| 1999-02-01 | 184.451515582387 |
| 1999-03-01 | 185.410647181434 |
| 1999-04-01 | 186.110593391306 |
| 1999-05-01 | 187.404130993480 |
| 1999-06-01 | 186.764079634675 |
| 1999-07-01 | 186.526515825736 |
| 1999-08-01 | 186.065477460372 |
| 1999-09-01 | 185.829935661536 |
| 1999-10-01 | 186.776725566770 |
| 1999-11-01 | 186.526916558343 |
| 1999-12-01 | 187.129315493111 |
| 2000-01-01 | 188.359582191314 |
| 2000-02-01 | 189.328513149773 |
| 2000-03-01 | 189.390439254473 |
| 2000-04-01 | 188.882452672757 |
| 2000-05-01 | 188.235423186274 |
| 2000-06-01 | 189.014470701547 |
| 2000-07-01 | 191.484849400651 |
| 2000-08-01 | 190.812570451531 |
| 2000-09-01 | 192.607033609672 |
| 2000-10-01 | 191.228284538980 |
| 2000-11-01 | 191.718485447291 |
| 2000-12-01 | 191.129130471418 |
| 2001-01-01 | 196.627207472802 |
| 2001-02-01 | 197.481225863005 |
| 2001-03-01 | 197.747206324578 |
| 2001-04-01 | 196.668313901726 |
| 2001-05-01 | 196.857623594081 |
| 2001-06-01 | 195.997184666135 |
| 2001-07-01 | 195.300965836305 |
| 2001-08-01 | 194.846326407658 |
| 2001-09-01 | 193.121500692954 |
| 2001-10-01 | 191.643447476884 |
| 2001-11-01 | 190.792154567034 |
| 2001-12-01 | 190.569074921024 |
| 2002-01-01 | 190.871120772783 |
| 2002-02-01 | 190.607839054900 |
| 2002-03-01 | 190.675084237723 |
| 2002-04-01 | 194.303893586246 |
| 2002-05-01 | 194.830644182590 |
| 2002-06-01 | 194.523883059107 |
| 2002-07-01 | 194.205808314866 |
| 2002-08-01 | 194.773240557863 |
| 2002-09-01 | 193.936919960031 |
| 2002-10-01 | 195.325780714551 |
| 2002-11-01 | 195.981083574184 |
| 2002-12-01 | 195.472469919700 |
| 2003-01-01 | 194.637559248133 |
| 2003-02-01 | 193.835563648945 |
| 2003-03-01 | 192.765017638774 |
| 2003-04-01 | 192.400097180135 |
| 2003-05-01 | 191.444431838994 |
| 2003-06-01 | 192.328460414407 |
| 2003-07-01 | 191.850151350855 |
| 2003-08-01 | 192.964006847024 |
| 2003-09-01 | 192.846395807861 |
| 2003-10-01 | 193.831901026433 |
| 2003-11-01 | 192.961890401341 |
| 2003-12-01 | 193.283206427710 |
| 2004-01-01 | 193.708764068429 |
| 2004-02-01 | 194.116097274292 |
| 2004-03-01 | 194.230239377597 |
| 2004-04-01 | 194.022047936307 |
| 2004-05-01 | 193.949362689723 |
| 2004-06-01 | 192.905376788540 |
| 2004-07-01 | 195.505053078215 |
| 2004-08-01 | 194.861990041995 |
| 2004-09-01 | 196.052665347970 |
| 2004-10-01 | 194.930653333549 |
| 2004-11-01 | 194.942097642331 |
| 2004-12-01 | 196.509935692449 |
| 2005-01-01 | 196.774786402214 |
| 2005-02-01 | 196.441583941986 |
| 2005-03-01 | 197.006593673515 |
| 2005-04-01 | 199.642776840138 |
| 2005-05-01 | 198.294795263830 |
| 2005-06-01 | 198.212582627570 |
| 2005-07-01 | 198.324193115254 |
| 2005-08-01 | 199.131044543704 |
| 2005-09-01 | 200.358245575483 |
| 2005-10-01 | 201.204138265243 |
| 2005-11-01 | 202.318620056735 |
| 2005-12-01 | 201.958903070940 |
| 2006-01-01 | 202.627245274481 |
| 2006-02-01 | 204.417179716908 |
| 2006-03-01 | 204.250042787439 |
| 2006-04-01 | 204.576765980068 |
| 2006-05-01 | 205.253313630549 |
| 2006-06-01 | 205.751225328040 |
| 2006-07-01 | 205.169314818117 |
| 2006-08-01 | 205.335883986314 |
| 2006-09-01 | 205.850881720955 |
| 2006-10-01 | 206.846605804360 |
| 2006-11-01 | 207.868762359117 |
| 2006-12-01 | 207.947173773856 |
| 2007-01-01 | 209.674462415530 |
| 2007-02-01 | 210.322734504056 |
| 2007-03-01 | 211.243653222481 |
| 2007-04-01 | 210.471056517166 |
| 2007-05-01 | 211.256752015711 |
| 2007-06-01 | 211.495502652875 |
| 2007-07-01 | 213.670162285301 |
| 2007-08-01 | 213.438278429801 |
| 2007-09-01 | 213.266101998559 |
| 2007-10-01 | 212.952540352250 |
| 2007-11-01 | 214.101334524165 |
| 2007-12-01 | 215.328924336310 |
| 2008-01-01 | 214.908638900249 |
| 2008-02-01 | 216.418077392896 |
| 2008-03-01 | 216.547192729183 |
| 2008-04-01 | 216.980310983020 |
| 2008-05-01 | 216.334312299922 |
| 2008-06-01 | 216.920519173178 |
| 2008-07-01 | 216.484175289980 |
| 2008-08-01 | 216.058295809603 |
| 2008-09-01 | 215.793427922030 |
| 2008-10-01 | 214.607430327463 |
| 2008-11-01 | 214.300486153210 |
| 2008-12-01 | 214.378132514669 |
| 2009-01-01 | 211.057838296121 |
| 2009-02-01 | 209.841137216933 |
| 2009-03-01 | 208.127516095254 |
| 2009-04-01 | 207.678582621649 |
| 2009-05-01 | 207.816337517508 |
| 2009-06-01 | 206.440605594918 |
| 2009-07-01 | 206.413281095309 |
| 2009-08-01 | 205.905922875486 |
| 2009-09-01 | 205.631778516128 |
| 2009-10-01 | 206.417233219774 |
| 2009-11-01 | 205.518082755094 |
| 2009-12-01 | 206.196828156941 |
| 2010-01-01 | 205.954676315835 |
| 2010-02-01 | 205.220731378065 |
| 2010-03-01 | 205.114943924941 |
| 2010-04-01 | 209.387199394515 |
| 2010-05-01 | 206.788857800829 |
| 2010-06-01 | 207.975588551580 |
| 2010-07-01 | 209.032034893280 |
| 2010-08-01 | 209.321158735917 |
| 2010-09-01 | 209.839514207381 |
| 2010-10-01 | 211.841190449398 |
| 2010-11-01 | 210.849836803420 |
| 2010-12-01 | 211.111839502917 |
| 2011-01-01 | 212.459266081535 |
| 2011-02-01 | 212.882401244183 |
| 2011-03-01 | 213.554901118193 |
| 2011-04-01 | 214.852513273010 |
| 2011-05-01 | 214.807523040015 |
| 2011-06-01 | 215.020768096799 |
| 2011-07-01 | 216.017030126271 |
| 2011-08-01 | 216.217104467100 |
| 2011-09-01 | 218.799703568817 |
| 2011-10-01 | 218.421863816552 |
| 2011-11-01 | 218.653406331163 |
| 2011-12-01 | 219.220320430972 |
| 2012-01-01 | 220.665041885197 |
| 2012-02-01 | 221.309936169986 |
| 2012-03-01 | 221.687849688164 |
| 2012-04-01 | 224.991910372017 |
| 2012-05-01 | 225.330895059935 |
| 2012-06-01 | 226.670173952870 |
| 2012-07-01 | 226.634095788718 |
| 2012-08-01 | 228.881562271309 |
| 2012-09-01 | 229.172904465284 |
| 2012-10-01 | 230.840631983703 |
| 2012-11-01 | 231.028350963455 |
| 2012-12-01 | 232.156588071430 |
| 2013-01-01 | 233.002032323667 |
| 2013-02-01 | 234.105466490774 |
| 2013-03-01 | 234.932100694429 |
| 2013-04-01 | 235.285787150454 |
| 2013-05-01 | 236.819913242901 |
| 2013-06-01 | 236.237526197162 |
| 2013-07-01 | 236.527757270958 |
| 2013-08-01 | 237.646921753371 |
| 2013-09-01 | 238.869506239930 |
| 2013-10-01 | 239.686715657981 |
| 2013-11-01 | 242.245016883129 |
| 2013-12-01 | 243.072240710531 |
| 2014-01-01 | 243.682744295953 |
| 2014-02-01 | 244.684179764677 |
| 2014-03-01 | 245.361019634817 |
| 2014-04-01 | 246.061356054074 |
| 2014-05-01 | 246.191429307688 |
| 2014-06-01 | 248.268937815445 |
| 2014-07-01 | 248.468469388980 |
| 2014-08-01 | 249.649920470741 |
| 2014-09-01 | 250.884458010562 |
| 2014-10-01 | 251.240247876711 |
| 2014-11-01 | 251.959577140186 |
| 2014-12-01 | 253.097818618110 |
| 2015-01-01 | 253.161836285423 |
| 2015-02-01 | 253.673859970995 |
| 2015-03-01 | 255.073196445491 |
| 2015-04-01 | 256.340311722653 |
| 2015-05-01 | 257.078211466922 |
| 2015-06-01 | 257.341535278186 |
| 2015-07-01 | 258.538624187001 |
| 2015-08-01 | 259.504836667041 |
| 2015-09-01 | 260.675263917243 |
| 2015-10-01 | 261.174791143977 |
| 2015-11-01 | 261.752391352817 |
| 2015-12-01 | 263.021691300896 |
| 2016-01-01 | 264.854718412061 |
| 2016-02-01 | 266.118794283663 |
| 2016-03-01 | 264.768883888944 |
| 2016-04-01 | 267.615116548917 |
| 2016-05-01 | 267.195745127366 |
| 2016-06-01 | 266.688516794812 |
| 2016-07-01 | 267.538979394216 |
| 2016-08-01 | 268.332101433241 |
| 2016-09-01 | 268.174862285846 |
| 2016-10-01 | 270.102106241363 |
| 2016-11-01 | 269.973213453954 |
| 2016-12-01 | 270.115946851899 |
| 2017-01-01 | 269.074827063352 |
| 2017-02-01 | 270.743992157710 |
| 2017-03-01 | 271.865206238135 |
| 2017-04-01 | 272.036560002276 |
| 2017-05-01 | 272.223648340904 |
| 2017-06-01 | 273.824404659303 |
| 2017-07-01 | 272.514627959921 |
| 2017-08-01 | 271.433062123723 |
| 2017-09-01 | 271.486487630270 |
| 2017-10-01 | 272.179470814967 |
| 2017-11-01 | 272.650509897116 |
| 2017-12-01 | 271.704388629926 |
| 2018-01-01 | 272.194285584443 |
| 2018-02-01 | 273.013096305215 |
| 2018-03-01 | 273.671731005298 |
| 2018-04-01 | 274.356603445097 |
| 2018-05-01 | 274.072612076265 |
| 2018-06-01 | 275.524564231861 |
| 2018-07-01 | 276.346678266395 |
| 2018-08-01 | 276.373838454494 |
| 2018-09-01 | 276.387620503019 |
| 2018-10-01 | 276.211981122309 |
| 2018-11-01 | 276.558361898738 |
| 2018-12-01 | 278.153341193527 |
| 2019-01-01 | 279.042700213406 |
| 2019-02-01 | 281.153563615822 |
| 2019-03-01 | 281.567714810675 |
| 2019-04-01 | 280.579047745560 |
| 2019-05-01 | 280.635736672582 |
| 2019-06-01 | 281.170582629800 |
| 2019-07-01 | 280.364329553990 |
| 2019-08-01 | 281.386321549365 |
| 2019-09-01 | 282.219041844932 |
| 2019-10-01 | 282.290741647085 |
| 2019-11-01 | 283.618029621124 |
| 2019-12-01 | 284.647717808775 |
| 2020-01-01 | 284.934474260908 |
| 2020-02-01 | 284.980585673642 |
| 2020-03-01 | 271.775806691387 |
| 2020-04-01 | 127.653050202328 |
| 2020-05-01 | 137.407757613706 |
| 2020-06-01 | 146.440040793161 |
| 2020-07-01 | 150.009694122303 |
| 2020-08-01 | 149.250732852316 |
| 2020-09-01 | 154.701867520039 |
| 2020-10-01 | 165.335804282806 |
| 2020-11-01 | 168.670868068842 |
| 2020-12-01 | 157.138712091776 |
| 2021-01-01 | 147.225468808039 |
| 2021-02-01 | 161.682639789306 |
| 2021-03-01 | 168.953726982837 |
| 2021-04-01 | 180.631403091994 |
| 2021-05-01 | 185.801480038299 |
| 2021-06-01 | 193.920994366989 |
| 2021-07-01 | 206.856299597329 |
| 2021-08-01 | 210.053453447896 |
| 2021-09-01 | 212.211257968839 |
| 2021-10-01 | 220.376082264371 |
| 2021-11-01 | 221.582095876106 |
| 2021-12-01 | 225.437947172053 |
| 2022-01-01 | 223.428243533653 |
| 2022-02-01 | 227.350102306533 |
| 2022-03-01 | 228.759194501031 |
| 2022-04-01 | 233.032942044697 |
| 2022-05-01 | 234.789684796310 |
| 2022-06-01 | 237.675688270634 |
| 2022-07-01 | 240.461130039097 |
| 2022-08-01 | 241.250947052182 |
| 2022-09-01 | 243.371058018776 |
| 2022-10-01 | 244.459332296319 |
| 2022-11-01 | 245.809356975145 |
| 2022-12-01 | 245.788159261202 |
| 2023-01-01 | 244.773299426148 |
| 2023-02-01 | 247.745325437008 |
| 2023-03-01 | 249.482435389720 |
| 2023-04-01 | 249.541164929265 |
| 2023-05-01 | 249.481357566554 |
| 2023-06-01 | 250.316428695569 |
| 2023-07-01 | 250.000662246202 |
| 2023-08-01 | 251.118540126144 |
| 2023-09-01 | 253.160276736072 |
| 2023-10-01 | 251.134350423733 |
| 2023-11-01 | 251.276554272064 |
| 2023-12-01 | 251.433000977917 |
| 2024-01-01 | 251.936485316622 |
| 2024-02-01 | 250.765771837326 |
| 2024-03-01 | 250.130758618656 |
| 2024-04-01 | 250.253241936099 |
| 2024-05-01 | 250.552821120406 |
| 2024-06-01 | 250.433584034687 |
| 2024-07-01 | 250.285008962323 |
| 2024-08-01 | 249.600135994017 |
| 2024-09-01 | 249.023603671639 |
| 2024-10-01 | 249.449070680625 |
| 2024-11-01 | 249.270451231096 |
| 2024-12-01 | 248.099714859152 |
| 2025-01-01 | 248.599594518154 |
| 2025-02-01 | 249.361233648995 |
| 2025-03-01 | 249.516159952830 |
| 2025-04-01 | 249.580682264500 |
| 2025-05-01 | 251.026455926098 |
| 2025-06-01 | 250.486401028479 |
| 2025-07-01 | 250.387969547985 |
| 2025-08-01 | 250.714813680851 |
| 2025-09-01 | 251.372294677759 |
| 2025-10-01 | 252.921426443375 |
| 2025-11-01 | 254.160130727017 |
| 2025-12-01 | 256.737162508646 |
| 2026-01-01 | 258.055985382341 |
| 2026-02-01 | 258.740423270449 |
| 2026-03-01 | 257.986934894554 |
| 2026-04-01 | 257.759881107174 |
| 2026-05-01 | 257.111415453967 |