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 2025-11-01 |
| Last Updated | 2026-01-07 9:39 PM 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 | 159.906016646410 |
| 1990-02-01 | 160.019383747656 |
| 1990-03-01 | 160.197992505571 |
| 1990-04-01 | 160.372725718466 |
| 1990-05-01 | 158.019175658514 |
| 1990-06-01 | 158.992005452750 |
| 1990-07-01 | 161.211628538021 |
| 1990-08-01 | 161.132987320226 |
| 1990-09-01 | 161.137175215590 |
| 1990-10-01 | 162.203044461725 |
| 1990-11-01 | 162.868464276982 |
| 1990-12-01 | 162.512936859841 |
| 1991-01-01 | 162.088343815517 |
| 1991-02-01 | 161.701869660137 |
| 1991-03-01 | 161.135033237231 |
| 1991-04-01 | 158.802471793916 |
| 1991-05-01 | 158.289900317700 |
| 1991-06-01 | 159.798734519363 |
| 1991-07-01 | 159.474855503023 |
| 1991-08-01 | 160.204535769206 |
| 1991-09-01 | 159.962215792202 |
| 1991-10-01 | 158.870868764060 |
| 1991-11-01 | 159.279505245768 |
| 1991-12-01 | 159.104011048466 |
| 1992-01-01 | 158.133960073842 |
| 1992-02-01 | 157.954759631631 |
| 1992-03-01 | 157.110651992470 |
| 1992-04-01 | 158.308106991482 |
| 1992-05-01 | 158.466225994663 |
| 1992-06-01 | 157.688100842156 |
| 1992-07-01 | 157.303102489000 |
| 1992-08-01 | 157.640183719677 |
| 1992-09-01 | 157.808530264914 |
| 1992-10-01 | 157.909710549135 |
| 1992-11-01 | 157.537301340533 |
| 1992-12-01 | 157.227628752082 |
| 1993-01-01 | 157.683195987980 |
| 1993-02-01 | 158.013487482933 |
| 1993-03-01 | 156.933779694654 |
| 1993-04-01 | 158.440108041519 |
| 1993-05-01 | 159.349059339330 |
| 1993-06-01 | 159.404716541661 |
| 1993-07-01 | 159.418332795338 |
| 1993-08-01 | 159.316571058715 |
| 1993-09-01 | 159.722340109029 |
| 1993-10-01 | 161.069636118094 |
| 1993-11-01 | 160.568510920037 |
| 1993-12-01 | 161.552493593322 |
| 1994-01-01 | 162.238832310143 |
| 1994-02-01 | 162.344060430981 |
| 1994-03-01 | 163.240617731621 |
| 1994-04-01 | 162.237536508317 |
| 1994-05-01 | 162.404417715102 |
| 1994-06-01 | 162.674859346849 |
| 1994-07-01 | 161.550064483262 |
| 1994-08-01 | 160.583014331132 |
| 1994-09-01 | 160.325931804513 |
| 1994-10-01 | 161.845092928132 |
| 1994-11-01 | 163.194836491828 |
| 1994-12-01 | 163.259424137370 |
| 1995-01-01 | 165.272440818739 |
| 1995-02-01 | 166.128527804490 |
| 1995-03-01 | 167.150663629928 |
| 1995-04-01 | 168.049537276890 |
| 1995-05-01 | 167.841984066301 |
| 1995-06-01 | 168.518647032471 |
| 1995-07-01 | 170.442593694714 |
| 1995-08-01 | 171.818742970164 |
| 1995-09-01 | 172.555663758039 |
| 1995-10-01 | 170.324567418539 |
| 1995-11-01 | 172.476480974667 |
| 1995-12-01 | 173.795833441725 |
| 1996-01-01 | 175.431404790297 |
| 1996-02-01 | 176.040130585036 |
| 1996-03-01 | 176.228226616671 |
| 1996-04-01 | 175.150301057564 |
| 1996-05-01 | 176.492649506773 |
| 1996-06-01 | 176.105037950276 |
| 1996-07-01 | 177.504948098090 |
| 1996-08-01 | 177.791205185774 |
| 1996-09-01 | 177.803860702338 |
| 1996-10-01 | 178.862626147671 |
| 1996-11-01 | 179.890744050971 |
| 1996-12-01 | 179.943729920190 |
| 1997-01-01 | 179.809716541672 |
| 1997-02-01 | 180.089023757366 |
| 1997-03-01 | 179.446327340060 |
| 1997-04-01 | 182.034560758943 |
| 1997-05-01 | 181.176739758657 |
| 1997-06-01 | 181.684398635822 |
| 1997-07-01 | 179.716354675229 |
| 1997-08-01 | 179.297840350678 |
| 1997-09-01 | 179.749252418122 |
| 1997-10-01 | 179.050960449432 |
| 1997-11-01 | 179.563053062602 |
| 1997-12-01 | 179.945654707461 |
| 1998-01-01 | 179.057164985791 |
| 1998-02-01 | 178.915235153755 |
| 1998-03-01 | 178.453185204446 |
| 1998-04-01 | 180.726789826225 |
| 1998-05-01 | 180.937236145952 |
| 1998-06-01 | 182.375704152706 |
| 1998-07-01 | 184.141406688004 |
| 1998-08-01 | 184.603513395235 |
| 1998-09-01 | 185.279896519299 |
| 1998-10-01 | 184.970701794732 |
| 1998-11-01 | 185.317310223479 |
| 1998-12-01 | 186.178621643323 |
| 1999-01-01 | 184.951610783692 |
| 1999-02-01 | 184.389138440037 |
| 1999-03-01 | 185.574477724081 |
| 1999-04-01 | 186.133399962376 |
| 1999-05-01 | 187.554114291189 |
| 1999-06-01 | 186.775991315457 |
| 1999-07-01 | 186.367831653166 |
| 1999-08-01 | 186.064319743438 |
| 1999-09-01 | 185.770411637630 |
| 1999-10-01 | 186.753625357910 |
| 1999-11-01 | 186.491437783886 |
| 1999-12-01 | 187.079660685194 |
| 2000-01-01 | 188.379164359262 |
| 2000-02-01 | 189.270808893700 |
| 2000-03-01 | 189.555187078189 |
| 2000-04-01 | 188.914394954645 |
| 2000-05-01 | 188.445951590686 |
| 2000-06-01 | 189.010429916739 |
| 2000-07-01 | 191.312887486017 |
| 2000-08-01 | 190.801515910548 |
| 2000-09-01 | 192.525592307294 |
| 2000-10-01 | 191.197651145264 |
| 2000-11-01 | 191.681160186208 |
| 2000-12-01 | 191.079482170337 |
| 2001-01-01 | 196.643613938064 |
| 2001-02-01 | 197.440063778996 |
| 2001-03-01 | 197.902875862761 |
| 2001-04-01 | 196.704431340310 |
| 2001-05-01 | 197.106844042513 |
| 2001-06-01 | 195.979119680826 |
| 2001-07-01 | 195.126563779231 |
| 2001-08-01 | 194.836541737762 |
| 2001-09-01 | 193.012623996737 |
| 2001-10-01 | 191.614901899235 |
| 2001-11-01 | 190.761163373184 |
| 2001-12-01 | 190.525757171662 |
| 2002-01-01 | 190.886175905222 |
| 2002-02-01 | 190.586556742087 |
| 2002-03-01 | 190.801704790256 |
| 2002-04-01 | 194.344644231109 |
| 2002-05-01 | 195.059302544694 |
| 2002-06-01 | 194.496235810119 |
| 2002-07-01 | 194.077462934589 |
| 2002-08-01 | 194.756602812879 |
| 2002-09-01 | 193.821842899257 |
| 2002-10-01 | 195.300047767793 |
| 2002-11-01 | 195.963895421406 |
| 2002-12-01 | 195.448811427251 |
| 2003-01-01 | 194.648482898098 |
| 2003-02-01 | 193.789885030250 |
| 2003-03-01 | 192.880638777436 |
| 2003-04-01 | 192.430483059060 |
| 2003-05-01 | 191.640216598409 |
| 2003-06-01 | 192.289620358518 |
| 2003-07-01 | 191.775736934167 |
| 2003-08-01 | 192.948726941603 |
| 2003-09-01 | 192.733910171901 |
| 2003-10-01 | 193.818899360710 |
| 2003-11-01 | 192.961731793140 |
| 2003-12-01 | 193.282804553329 |
| 2004-01-01 | 193.727392050762 |
| 2004-02-01 | 194.045773286423 |
| 2004-03-01 | 194.288759613452 |
| 2004-04-01 | 194.055281172680 |
| 2004-05-01 | 194.083673672489 |
| 2004-06-01 | 192.869946823384 |
| 2004-07-01 | 195.492629428319 |
| 2004-08-01 | 194.846232976183 |
| 2004-09-01 | 195.970387513666 |
| 2004-10-01 | 194.923547213685 |
| 2004-11-01 | 194.959829347324 |
| 2004-12-01 | 196.533031979956 |
| 2005-01-01 | 196.799916542839 |
| 2005-02-01 | 196.342007727449 |
| 2005-03-01 | 197.000853505745 |
| 2005-04-01 | 199.673893303177 |
| 2005-05-01 | 198.372655749946 |
| 2005-06-01 | 198.196605801599 |
| 2005-07-01 | 198.340333232294 |
| 2005-08-01 | 199.133402062075 |
| 2005-09-01 | 200.305513354459 |
| 2005-10-01 | 201.210265692297 |
| 2005-11-01 | 202.351673944435 |
| 2005-12-01 | 202.000591808297 |
| 2006-01-01 | 202.654848769321 |
| 2006-02-01 | 204.313810808636 |
| 2006-03-01 | 204.165608273204 |
| 2006-04-01 | 204.596501160740 |
| 2006-05-01 | 205.274161100693 |
| 2006-06-01 | 205.760867707308 |
| 2006-07-01 | 205.209789978280 |
| 2006-08-01 | 205.353282896743 |
| 2006-09-01 | 205.845025925874 |
| 2006-10-01 | 206.847186850348 |
| 2006-11-01 | 207.921925476292 |
| 2006-12-01 | 208.017112269675 |
| 2007-01-01 | 209.729247041281 |
| 2007-02-01 | 210.177274068527 |
| 2007-03-01 | 211.090730390821 |
| 2007-04-01 | 210.420948371370 |
| 2007-05-01 | 211.293426848223 |
| 2007-06-01 | 211.524863783827 |
| 2007-07-01 | 213.728051884862 |
| 2007-08-01 | 213.475564209980 |
| 2007-09-01 | 213.296973622086 |
| 2007-10-01 | 212.947858390293 |
| 2007-11-01 | 214.171641527813 |
| 2007-12-01 | 215.423538501706 |
| 2008-01-01 | 214.982083538807 |
| 2008-02-01 | 216.260035818832 |
| 2008-03-01 | 216.315863956536 |
| 2008-04-01 | 216.855220011826 |
| 2008-05-01 | 216.387751614995 |
| 2008-06-01 | 216.972871782829 |
| 2008-07-01 | 216.560618551002 |
| 2008-08-01 | 216.114697255562 |
| 2008-09-01 | 215.860500729288 |
| 2008-10-01 | 214.591709502535 |
| 2008-11-01 | 214.386635839598 |
| 2008-12-01 | 214.488252907281 |
| 2009-01-01 | 211.151461118716 |
| 2009-02-01 | 209.681419872577 |
| 2009-03-01 | 207.849155419579 |
| 2009-04-01 | 207.432478326590 |
| 2009-05-01 | 207.903861358679 |
| 2009-06-01 | 206.514795713198 |
| 2009-07-01 | 206.530301260542 |
| 2009-08-01 | 205.974354329267 |
| 2009-09-01 | 205.711111431230 |
| 2009-10-01 | 206.406981403837 |
| 2009-11-01 | 205.605527521711 |
| 2009-12-01 | 206.303543285507 |
| 2010-01-01 | 206.038547710061 |
| 2010-02-01 | 205.086388761512 |
| 2010-03-01 | 204.831285945728 |
| 2010-04-01 | 209.059627140403 |
| 2010-05-01 | 206.894399936042 |
| 2010-06-01 | 208.053137817397 |
| 2010-07-01 | 209.179727567812 |
| 2010-08-01 | 209.392600660636 |
| 2010-09-01 | 209.920311906077 |
| 2010-10-01 | 211.830085717718 |
| 2010-11-01 | 210.946073542518 |
| 2010-12-01 | 211.199229994214 |
| 2011-01-01 | 212.542384485481 |
| 2011-02-01 | 212.760790312830 |
| 2011-03-01 | 213.299108962469 |
| 2011-04-01 | 214.468537149221 |
| 2011-05-01 | 214.937235225309 |
| 2011-06-01 | 215.095372365769 |
| 2011-07-01 | 216.185056027046 |
| 2011-08-01 | 216.280187398375 |
| 2011-09-01 | 218.866643668977 |
| 2011-10-01 | 218.417115970947 |
| 2011-11-01 | 218.742762205703 |
| 2011-12-01 | 219.272711326460 |
| 2012-01-01 | 220.718979841063 |
| 2012-02-01 | 221.225276312343 |
| 2012-03-01 | 221.485451816537 |
| 2012-04-01 | 224.654020157087 |
| 2012-05-01 | 225.443382346790 |
| 2012-06-01 | 226.722906972967 |
| 2012-07-01 | 226.790004440750 |
| 2012-08-01 | 228.931183545851 |
| 2012-09-01 | 229.218245916810 |
| 2012-10-01 | 230.839874556216 |
| 2012-11-01 | 231.111945662353 |
| 2012-12-01 | 232.169547751565 |
| 2013-01-01 | 233.020180043806 |
| 2013-02-01 | 234.086928101806 |
| 2013-03-01 | 234.797207245377 |
| 2013-04-01 | 234.995673388986 |
| 2013-05-01 | 236.908695992952 |
| 2013-06-01 | 236.270239558987 |
| 2013-07-01 | 236.661069413575 |
| 2013-08-01 | 237.672464831870 |
| 2013-09-01 | 238.904650602487 |
| 2013-10-01 | 239.688264830862 |
| 2013-11-01 | 242.304342613315 |
| 2013-12-01 | 243.060462938602 |
| 2014-01-01 | 243.662078059545 |
| 2014-02-01 | 244.721969660510 |
| 2014-03-01 | 245.291725970427 |
| 2014-04-01 | 245.866430284576 |
| 2014-05-01 | 246.239777868705 |
| 2014-06-01 | 248.277511826393 |
| 2014-07-01 | 248.547495631857 |
| 2014-08-01 | 249.666046661395 |
| 2014-09-01 | 250.914845675087 |
| 2014-10-01 | 251.231204414285 |
| 2014-11-01 | 252.005972312319 |
| 2014-12-01 | 253.079301545287 |
| 2015-01-01 | 253.134464173706 |
| 2015-02-01 | 253.747957345149 |
| 2015-03-01 | 255.034879793270 |
| 2015-04-01 | 256.205452737714 |
| 2015-05-01 | 257.100994799434 |
| 2015-06-01 | 257.340729444731 |
| 2015-07-01 | 258.569689821573 |
| 2015-08-01 | 259.518248947760 |
| 2015-09-01 | 260.710767097617 |
| 2015-10-01 | 261.159747644147 |
| 2015-11-01 | 261.776062921335 |
| 2015-12-01 | 263.008311750133 |
| 2016-01-01 | 264.819015633056 |
| 2016-02-01 | 266.235700463436 |
| 2016-03-01 | 264.735651239298 |
| 2016-04-01 | 267.529620607500 |
| 2016-05-01 | 267.181462578990 |
| 2016-06-01 | 266.680650194478 |
| 2016-07-01 | 267.533804845212 |
| 2016-08-01 | 268.356087630300 |
| 2016-09-01 | 268.211612245900 |
| 2016-10-01 | 270.091234712296 |
| 2016-11-01 | 269.982616280954 |
| 2016-12-01 | 270.110582896437 |
| 2017-01-01 | 269.040514461629 |
| 2017-02-01 | 270.914860921366 |
| 2017-03-01 | 271.819318070426 |
| 2017-04-01 | 271.925312687746 |
| 2017-05-01 | 272.184922319656 |
| 2017-06-01 | 273.804581997660 |
| 2017-07-01 | 272.511251407887 |
| 2017-08-01 | 271.505635907761 |
| 2017-09-01 | 271.493444808122 |
| 2017-10-01 | 272.184929483070 |
| 2017-11-01 | 272.644465416016 |
| 2017-12-01 | 271.724263453828 |
| 2018-01-01 | 272.153628661763 |
| 2018-02-01 | 273.220955779964 |
| 2018-03-01 | 273.589185628674 |
| 2018-04-01 | 274.226520133269 |
| 2018-05-01 | 274.013620434457 |
| 2018-06-01 | 275.487252303460 |
| 2018-07-01 | 276.364389888348 |
| 2018-08-01 | 276.503435091342 |
| 2018-09-01 | 276.344952650108 |
| 2018-10-01 | 276.238116108603 |
| 2018-11-01 | 276.567470543009 |
| 2018-12-01 | 278.154387364157 |
| 2019-01-01 | 279.030077310165 |
| 2019-02-01 | 281.353043504779 |
| 2019-03-01 | 281.483717767652 |
| 2019-04-01 | 280.427492343564 |
| 2019-05-01 | 280.561628190182 |
| 2019-06-01 | 281.126266763254 |
| 2019-07-01 | 280.389952294745 |
| 2019-08-01 | 281.567760333129 |
| 2019-09-01 | 282.125544664589 |
| 2019-10-01 | 282.330865326748 |
| 2019-11-01 | 283.630239307811 |
| 2019-12-01 | 284.613340179822 |
| 2020-01-01 | 284.973790473504 |
| 2020-02-01 | 285.152484054909 |
| 2020-03-01 | 271.705029167958 |
| 2020-04-01 | 127.517277720790 |
| 2020-05-01 | 137.337792808646 |
| 2020-06-01 | 146.410461912036 |
| 2020-07-01 | 150.045134274967 |
| 2020-08-01 | 149.441839597257 |
| 2020-09-01 | 154.506826211224 |
| 2020-10-01 | 165.376422900479 |
| 2020-11-01 | 168.669175191713 |
| 2020-12-01 | 157.022283682027 |
| 2021-01-01 | 147.415238411406 |
| 2021-02-01 | 161.801362750669 |
| 2021-03-01 | 168.950047571128 |
| 2021-04-01 | 180.534700761945 |
| 2021-05-01 | 185.761763954358 |
| 2021-06-01 | 193.933323408619 |
| 2021-07-01 | 206.871803300052 |
| 2021-08-01 | 210.203431110880 |
| 2021-09-01 | 211.858510990175 |
| 2021-10-01 | 220.414043411650 |
| 2021-11-01 | 221.558161427629 |
| 2021-12-01 | 225.163206324281 |
| 2022-01-01 | 223.801680398138 |
| 2022-02-01 | 227.501957721492 |
| 2022-03-01 | 228.789982452323 |
| 2022-04-01 | 233.038478620488 |
| 2022-05-01 | 234.910335819165 |
| 2022-06-01 | 237.756346392206 |
| 2022-07-01 | 240.365012081875 |
| 2022-08-01 | 241.290637038598 |
| 2022-09-01 | 242.804476303084 |
| 2022-10-01 | 244.470323434733 |
| 2022-11-01 | 245.659347295185 |
| 2022-12-01 | 245.352063319576 |
| 2023-01-01 | 245.401648542319 |
| 2023-02-01 | 248.049460063711 |
| 2023-03-01 | 249.598473621454 |
| 2023-04-01 | 249.682481652467 |
| 2023-05-01 | 249.779306978866 |
| 2023-06-01 | 250.453311712208 |
| 2023-07-01 | 249.703976208747 |
| 2023-08-01 | 250.982135955379 |
| 2023-09-01 | 252.373038021885 |
| 2023-10-01 | 251.080079682535 |
| 2023-11-01 | 250.952832573959 |
| 2023-12-01 | 250.928903122396 |
| 2024-01-01 | 252.780066403090 |
| 2024-02-01 | 251.376204811140 |
| 2024-03-01 | 250.304830610112 |
| 2024-04-01 | 250.747724834930 |
| 2024-05-01 | 251.321821368810 |
| 2024-06-01 | 250.394794409463 |
| 2024-07-01 | 249.661654157450 |
| 2024-08-01 | 248.989950876872 |
| 2024-09-01 | 247.599445864688 |
| 2024-10-01 | 247.514003458856 |
| 2024-11-01 | 246.830355945465 |
| 2024-12-01 | 247.542258319403 |
| 2025-01-01 | 249.453254190683 |
| 2025-02-01 | 246.293603340433 |
| 2025-03-01 | 246.165821884180 |
| 2025-04-01 | 244.492287834601 |
| 2025-05-01 | 243.858456178921 |
| 2025-06-01 | 244.131337919988 |
| 2025-07-01 | 244.984436936158 |
| 2025-08-01 | 244.560568874393 |
| 2025-09-01 | 245.358617750357 |
| 2025-10-01 | 246.416963119947 |
| 2025-11-01 | 247.986531625457 |