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 2026-04-01 |
| Last Updated | 2026-05-26 2:51 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 | 159.875740332063 |
| 1990-02-01 | 160.011304757217 |
| 1990-03-01 | 160.290680759148 |
| 1990-04-01 | 160.323661806005 |
| 1990-05-01 | 158.279517033261 |
| 1990-06-01 | 159.078732275619 |
| 1990-07-01 | 161.271211332085 |
| 1990-08-01 | 161.004735967365 |
| 1990-09-01 | 161.050605390320 |
| 1990-10-01 | 162.126898472316 |
| 1990-11-01 | 162.810888923674 |
| 1990-12-01 | 162.451412313411 |
| 1991-01-01 | 162.059561282453 |
| 1991-02-01 | 161.691038225384 |
| 1991-03-01 | 161.248941314816 |
| 1991-04-01 | 158.754085434465 |
| 1991-05-01 | 158.521518431189 |
| 1991-06-01 | 159.871209527505 |
| 1991-07-01 | 159.521742306904 |
| 1991-08-01 | 160.095236127009 |
| 1991-09-01 | 159.888254214300 |
| 1991-10-01 | 158.798641140946 |
| 1991-11-01 | 159.225691176303 |
| 1991-12-01 | 159.049503037919 |
| 1992-01-01 | 158.106062453878 |
| 1992-02-01 | 157.938124264169 |
| 1992-03-01 | 157.246394477772 |
| 1992-04-01 | 158.271669194840 |
| 1992-05-01 | 158.657234252285 |
| 1992-06-01 | 157.718452802157 |
| 1992-07-01 | 157.317038722995 |
| 1992-08-01 | 157.573831920731 |
| 1992-09-01 | 157.758108141808 |
| 1992-10-01 | 157.850508626816 |
| 1992-11-01 | 157.491567642078 |
| 1992-12-01 | 157.186900951736 |
| 1993-01-01 | 157.656218623957 |
| 1993-02-01 | 157.990915934145 |
| 1993-03-01 | 157.083255508896 |
| 1993-04-01 | 158.415086941850 |
| 1993-05-01 | 159.465834165638 |
| 1993-06-01 | 159.409380826090 |
| 1993-07-01 | 159.409216714764 |
| 1993-08-01 | 159.289003124553 |
| 1993-09-01 | 159.696789397901 |
| 1993-10-01 | 161.029602564641 |
| 1993-11-01 | 160.535144712615 |
| 1993-12-01 | 161.526878022867 |
| 1994-01-01 | 162.218027963661 |
| 1994-02-01 | 162.322915003795 |
| 1994-03-01 | 163.366363257269 |
| 1994-04-01 | 162.223160774681 |
| 1994-05-01 | 162.461964180060 |
| 1994-06-01 | 162.657674551675 |
| 1994-07-01 | 161.525694031143 |
| 1994-08-01 | 160.584559739636 |
| 1994-09-01 | 160.321230613771 |
| 1994-10-01 | 161.827969098668 |
| 1994-11-01 | 163.176558042808 |
| 1994-12-01 | 163.249901365410 |
| 1995-01-01 | 165.264456358236 |
| 1995-02-01 | 166.120505790783 |
| 1995-03-01 | 167.209817050642 |
| 1995-04-01 | 168.040815208205 |
| 1995-05-01 | 167.847977461828 |
| 1995-06-01 | 168.509497169003 |
| 1995-07-01 | 170.426561380999 |
| 1995-08-01 | 171.829931779409 |
| 1995-09-01 | 172.564013405923 |
| 1995-10-01 | 170.324034687172 |
| 1995-11-01 | 172.471201027746 |
| 1995-12-01 | 173.796408647637 |
| 1996-01-01 | 175.431613512803 |
| 1996-02-01 | 176.064779815609 |
| 1996-03-01 | 176.193544817375 |
| 1996-04-01 | 175.149106904404 |
| 1996-05-01 | 176.474857854400 |
| 1996-06-01 | 176.103456920774 |
| 1996-07-01 | 177.501910483735 |
| 1996-08-01 | 177.808918815247 |
| 1996-09-01 | 177.819510638574 |
| 1996-10-01 | 178.874899358944 |
| 1996-11-01 | 179.895577263412 |
| 1996-12-01 | 179.953627461052 |
| 1997-01-01 | 179.813845135919 |
| 1997-02-01 | 180.138067772397 |
| 1997-03-01 | 179.340754958476 |
| 1997-04-01 | 182.033472307998 |
| 1997-05-01 | 181.127085184715 |
| 1997-06-01 | 181.678437722269 |
| 1997-07-01 | 179.767190315586 |
| 1997-08-01 | 179.308023180364 |
| 1997-09-01 | 179.773048466730 |
| 1997-10-01 | 179.067822055795 |
| 1997-11-01 | 179.579234617375 |
| 1997-12-01 | 179.969802864473 |
| 1998-01-01 | 179.051510424434 |
| 1998-02-01 | 178.976147207390 |
| 1998-03-01 | 178.313347513155 |
| 1998-04-01 | 180.711660819361 |
| 1998-05-01 | 180.852909902630 |
| 1998-06-01 | 182.361862917049 |
| 1998-07-01 | 184.246668286111 |
| 1998-08-01 | 184.607214068854 |
| 1998-09-01 | 185.314160032826 |
| 1998-10-01 | 184.993097550003 |
| 1998-11-01 | 185.344791223910 |
| 1998-12-01 | 186.217829314686 |
| 1999-01-01 | 184.942032999920 |
| 1999-02-01 | 184.451693179813 |
| 1999-03-01 | 185.410789938073 |
| 1999-04-01 | 186.110657410307 |
| 1999-05-01 | 187.404236476510 |
| 1999-06-01 | 186.764146013610 |
| 1999-07-01 | 186.526523730634 |
| 1999-08-01 | 186.065416255802 |
| 1999-09-01 | 185.829832851998 |
| 1999-10-01 | 186.776550420685 |
| 1999-11-01 | 186.526674942129 |
| 1999-12-01 | 187.128906832581 |
| 2000-01-01 | 188.359946023349 |
| 2000-02-01 | 189.328774849663 |
| 2000-03-01 | 189.390606672113 |
| 2000-04-01 | 188.882504479983 |
| 2000-05-01 | 188.235542799325 |
| 2000-06-01 | 189.014528435095 |
| 2000-07-01 | 191.484842683492 |
| 2000-08-01 | 190.812496464671 |
| 2000-09-01 | 192.606915684402 |
| 2000-10-01 | 191.228077459885 |
| 2000-11-01 | 191.718231813387 |
| 2000-12-01 | 191.128748042548 |
| 2001-01-01 | 196.627585716643 |
| 2001-02-01 | 197.481521720253 |
| 2001-03-01 | 197.747374097490 |
| 2001-04-01 | 196.668337968587 |
| 2001-05-01 | 196.857734981308 |
| 2001-06-01 | 195.997233357185 |
| 2001-07-01 | 195.300955037852 |
| 2001-08-01 | 194.846255287182 |
| 2001-09-01 | 193.121386787212 |
| 2001-10-01 | 191.643246589372 |
| 2001-11-01 | 190.791921947806 |
| 2001-12-01 | 190.568730407045 |
| 2002-01-01 | 190.871494260481 |
| 2002-02-01 | 190.608122245534 |
| 2002-03-01 | 190.675227515249 |
| 2002-04-01 | 194.303895596643 |
| 2002-05-01 | 194.830725431960 |
| 2002-06-01 | 194.523911407983 |
| 2002-07-01 | 194.205790266411 |
| 2002-08-01 | 194.773186127726 |
| 2002-09-01 | 193.936822463737 |
| 2002-10-01 | 195.325610940848 |
| 2002-11-01 | 195.980921489018 |
| 2002-12-01 | 195.472258007895 |
| 2003-01-01 | 194.637820688618 |
| 2003-02-01 | 193.835786035635 |
| 2003-03-01 | 192.765117662648 |
| 2003-04-01 | 192.400070853625 |
| 2003-05-01 | 191.444481599320 |
| 2003-06-01 | 192.328478603788 |
| 2003-07-01 | 191.850138578732 |
| 2003-08-01 | 192.963976087247 |
| 2003-09-01 | 192.846321284230 |
| 2003-10-01 | 193.831785421533 |
| 2003-11-01 | 192.961805007457 |
| 2003-12-01 | 193.283103594644 |
| 2004-01-01 | 193.708909461949 |
| 2004-02-01 | 194.116236885663 |
| 2004-03-01 | 194.230295669842 |
| 2004-04-01 | 194.022021881673 |
| 2004-05-01 | 193.949385415723 |
| 2004-06-01 | 192.905380783137 |
| 2004-07-01 | 195.505044693907 |
| 2004-08-01 | 194.861980563370 |
| 2004-09-01 | 196.052616809055 |
| 2004-10-01 | 194.930580719518 |
| 2004-11-01 | 194.942078574659 |
| 2004-12-01 | 196.509935858081 |
| 2005-01-01 | 196.774815379969 |
| 2005-02-01 | 196.441647185915 |
| 2005-03-01 | 197.006617409999 |
| 2005-04-01 | 199.642760545900 |
| 2005-05-01 | 198.294800305032 |
| 2005-06-01 | 198.212583784110 |
| 2005-07-01 | 198.324195151762 |
| 2005-08-01 | 199.131047112351 |
| 2005-09-01 | 200.358216369624 |
| 2005-10-01 | 201.204105711282 |
| 2005-11-01 | 202.318620883112 |
| 2005-12-01 | 201.958907543127 |
| 2006-01-01 | 202.627256129012 |
| 2006-02-01 | 204.417204171870 |
| 2006-03-01 | 204.250048481446 |
| 2006-04-01 | 204.576765306246 |
| 2006-05-01 | 205.253307097811 |
| 2006-06-01 | 205.751220945566 |
| 2006-07-01 | 205.169317992288 |
| 2006-08-01 | 205.335888089004 |
| 2006-09-01 | 205.850865746659 |
| 2006-10-01 | 206.846594813921 |
| 2006-11-01 | 207.868769680780 |
| 2006-12-01 | 207.947178554002 |
| 2007-01-01 | 209.674468777638 |
| 2007-02-01 | 210.322754244423 |
| 2007-03-01 | 211.243646117182 |
| 2007-04-01 | 210.471035522667 |
| 2007-05-01 | 211.256752097347 |
| 2007-06-01 | 211.495503315138 |
| 2007-07-01 | 213.670165556183 |
| 2007-08-01 | 213.438281046363 |
| 2007-09-01 | 213.266094324146 |
| 2007-10-01 | 212.952542296285 |
| 2007-11-01 | 214.101340521689 |
| 2007-12-01 | 215.328928711735 |
| 2008-01-01 | 214.908646949894 |
| 2008-02-01 | 216.418095925927 |
| 2008-03-01 | 216.547178613414 |
| 2008-04-01 | 216.980270929532 |
| 2008-05-01 | 216.334317634178 |
| 2008-06-01 | 216.920523371379 |
| 2008-07-01 | 216.484178629641 |
| 2008-08-01 | 216.058298599666 |
| 2008-09-01 | 215.793432014536 |
| 2008-10-01 | 214.607432822264 |
| 2008-11-01 | 214.300494526738 |
| 2008-12-01 | 214.378139108219 |
| 2009-01-01 | 211.057847932795 |
| 2009-02-01 | 209.841153572572 |
| 2009-03-01 | 208.127496229741 |
| 2009-04-01 | 207.678521479938 |
| 2009-05-01 | 207.816348570732 |
| 2009-06-01 | 206.440613551727 |
| 2009-07-01 | 206.413289209907 |
| 2009-08-01 | 205.905928714935 |
| 2009-09-01 | 205.631786585283 |
| 2009-10-01 | 206.417237398443 |
| 2009-11-01 | 205.518091998843 |
| 2009-12-01 | 206.196834751397 |
| 2010-01-01 | 205.954684990153 |
| 2010-02-01 | 205.220740414560 |
| 2010-03-01 | 205.114924705995 |
| 2010-04-01 | 209.387132567445 |
| 2010-05-01 | 206.788874274721 |
| 2010-06-01 | 207.975595898195 |
| 2010-07-01 | 209.032046218715 |
| 2010-08-01 | 209.321165407900 |
| 2010-09-01 | 209.839522016325 |
| 2010-10-01 | 211.841194177303 |
| 2010-11-01 | 210.849849403325 |
| 2010-12-01 | 211.111842327110 |
| 2011-01-01 | 212.459271529488 |
| 2011-02-01 | 212.882409341436 |
| 2011-03-01 | 213.554883565460 |
| 2011-04-01 | 214.852444184917 |
| 2011-05-01 | 214.807547740224 |
| 2011-06-01 | 215.020773168985 |
| 2011-07-01 | 216.017041994057 |
| 2011-08-01 | 216.217111301372 |
| 2011-09-01 | 218.799712310977 |
| 2011-10-01 | 218.421868713855 |
| 2011-11-01 | 218.653420583201 |
| 2011-12-01 | 219.220316214430 |
| 2012-01-01 | 220.665038793207 |
| 2012-02-01 | 221.309935934560 |
| 2012-03-01 | 221.687837251224 |
| 2012-04-01 | 224.991859814138 |
| 2012-05-01 | 225.330924542747 |
| 2012-06-01 | 226.670174740276 |
| 2012-07-01 | 226.634104959874 |
| 2012-08-01 | 228.881568129671 |
| 2012-09-01 | 229.172914321175 |
| 2012-10-01 | 230.840640353648 |
| 2012-11-01 | 231.028368954490 |
| 2012-12-01 | 232.156575961064 |
| 2013-01-01 | 233.002014307388 |
| 2013-02-01 | 234.105447238508 |
| 2013-03-01 | 234.932097287663 |
| 2013-04-01 | 235.285771374972 |
| 2013-05-01 | 236.819939686292 |
| 2013-06-01 | 236.237522211893 |
| 2013-07-01 | 236.527757731054 |
| 2013-08-01 | 237.646912753333 |
| 2013-09-01 | 238.869552859046 |
| 2013-10-01 | 239.686724729234 |
| 2013-11-01 | 242.245046033290 |
| 2013-12-01 | 243.072239867190 |
| 2014-01-01 | 243.682659270248 |
| 2014-02-01 | 244.684159004342 |
| 2014-03-01 | 245.360988631758 |
| 2014-04-01 | 246.061382082721 |
| 2014-05-01 | 246.191448609585 |
| 2014-06-01 | 248.269011257015 |
| 2014-07-01 | 248.468469059371 |
| 2014-08-01 | 249.649814350743 |
| 2014-09-01 | 250.884545970436 |
| 2014-10-01 | 251.240236886023 |
| 2014-11-01 | 251.959578520352 |
| 2014-12-01 | 253.097841528869 |
| 2015-01-01 | 253.161681018400 |
| 2015-02-01 | 253.673893053839 |
| 2015-03-01 | 255.073218513032 |
| 2015-04-01 | 256.340448521168 |
| 2015-05-01 | 257.078258200913 |
| 2015-06-01 | 257.341658926917 |
| 2015-07-01 | 258.538546741508 |
| 2015-08-01 | 259.504556313771 |
| 2015-09-01 | 260.675336683576 |
| 2015-10-01 | 261.174699323753 |
| 2015-11-01 | 261.752319925982 |
| 2015-12-01 | 263.021718494158 |
| 2016-01-01 | 264.854561627515 |
| 2016-02-01 | 266.118766776574 |
| 2016-03-01 | 264.769205260661 |
| 2016-04-01 | 267.615578893266 |
| 2016-05-01 | 267.195952765773 |
| 2016-06-01 | 266.688687234361 |
| 2016-07-01 | 267.538727132616 |
| 2016-08-01 | 268.331515644009 |
| 2016-09-01 | 268.174749768189 |
| 2016-10-01 | 270.101739074894 |
| 2016-11-01 | 269.972857076821 |
| 2016-12-01 | 270.115939646676 |
| 2017-01-01 | 269.074710600511 |
| 2017-02-01 | 270.743864139223 |
| 2017-03-01 | 271.865762906537 |
| 2017-04-01 | 272.039841896731 |
| 2017-05-01 | 272.222694152953 |
| 2017-06-01 | 273.824358410649 |
| 2017-07-01 | 272.514119609048 |
| 2017-08-01 | 271.431948495011 |
| 2017-09-01 | 271.485638382241 |
| 2017-10-01 | 272.178999429243 |
| 2017-11-01 | 272.649592961652 |
| 2017-12-01 | 271.704718576240 |
| 2018-01-01 | 272.194435453426 |
| 2018-02-01 | 273.012019463081 |
| 2018-03-01 | 273.673416347434 |
| 2018-04-01 | 274.363290535611 |
| 2018-05-01 | 274.070425899581 |
| 2018-06-01 | 275.524247398861 |
| 2018-07-01 | 276.345927811092 |
| 2018-08-01 | 276.371813017249 |
| 2018-09-01 | 276.385417307330 |
| 2018-10-01 | 276.211432972205 |
| 2018-11-01 | 276.556832126341 |
| 2018-12-01 | 278.153721686070 |
| 2019-01-01 | 279.043883879875 |
| 2019-02-01 | 281.151165777810 |
| 2019-03-01 | 281.572016813693 |
| 2019-04-01 | 280.588612319351 |
| 2019-05-01 | 280.632525539792 |
| 2019-06-01 | 281.170753915142 |
| 2019-07-01 | 280.360322314231 |
| 2019-08-01 | 281.384144319584 |
| 2019-09-01 | 282.215780092213 |
| 2019-10-01 | 282.290235586915 |
| 2019-11-01 | 283.615961255168 |
| 2019-12-01 | 284.648161585829 |
| 2020-01-01 | 284.937819332861 |
| 2020-02-01 | 284.976749132280 |
| 2020-03-01 | 271.782935349883 |
| 2020-04-01 | 127.663271705743 |
| 2020-05-01 | 137.405041754578 |
| 2020-06-01 | 146.440990663655 |
| 2020-07-01 | 150.002588515474 |
| 2020-08-01 | 149.248631254030 |
| 2020-09-01 | 154.695711475620 |
| 2020-10-01 | 165.334281286730 |
| 2020-11-01 | 168.667549905466 |
| 2020-12-01 | 157.138149557497 |
| 2021-01-01 | 147.232468592601 |
| 2021-02-01 | 161.680852435631 |
| 2021-03-01 | 168.965684107663 |
| 2021-04-01 | 180.643747406891 |
| 2021-05-01 | 185.799666152582 |
| 2021-06-01 | 193.921377319459 |
| 2021-07-01 | 206.843701266203 |
| 2021-08-01 | 210.049179730282 |
| 2021-09-01 | 212.200134862627 |
| 2021-10-01 | 220.370801244909 |
| 2021-11-01 | 221.575777878830 |
| 2021-12-01 | 225.436203244070 |
| 2022-01-01 | 223.440887778562 |
| 2022-02-01 | 227.357113466822 |
| 2022-03-01 | 228.781665462989 |
| 2022-04-01 | 233.050259134013 |
| 2022-05-01 | 234.790383648415 |
| 2022-06-01 | 237.671373299043 |
| 2022-07-01 | 240.440533498925 |
| 2022-08-01 | 241.238681752995 |
| 2022-09-01 | 243.351400708341 |
| 2022-10-01 | 244.445468539665 |
| 2022-11-01 | 245.796165255560 |
| 2022-12-01 | 245.783977457272 |
| 2023-01-01 | 244.793555651718 |
| 2023-02-01 | 247.769373460548 |
| 2023-03-01 | 249.517888871282 |
| 2023-04-01 | 249.612462276320 |
| 2023-05-01 | 249.453781241173 |
| 2023-06-01 | 250.296409674470 |
| 2023-07-01 | 249.965671178967 |
| 2023-08-01 | 251.093574230519 |
| 2023-09-01 | 253.129350438091 |
| 2023-10-01 | 251.109537593912 |
| 2023-11-01 | 251.257033524343 |
| 2023-12-01 | 251.429672297329 |
| 2024-01-01 | 251.965750836774 |
| 2024-02-01 | 250.810827655801 |
| 2024-03-01 | 250.184472087818 |
| 2024-04-01 | 250.404957164789 |
| 2024-05-01 | 250.468949729022 |
| 2024-06-01 | 250.393891819481 |
| 2024-07-01 | 250.237105307253 |
| 2024-08-01 | 249.560941021513 |
| 2024-09-01 | 248.980354725922 |
| 2024-10-01 | 249.414188646694 |
| 2024-11-01 | 249.245085341035 |
| 2024-12-01 | 248.097061407946 |
| 2025-01-01 | 248.636089119346 |
| 2025-02-01 | 249.425836675930 |
| 2025-03-01 | 249.585621628292 |
| 2025-04-01 | 249.830370178597 |
| 2025-05-01 | 250.876975050483 |
| 2025-06-01 | 250.425231497340 |
| 2025-07-01 | 250.328034194946 |
| 2025-08-01 | 250.662322529258 |
| 2025-09-01 | 251.318003193857 |
| 2025-10-01 | 252.878939931713 |
| 2025-11-01 | 254.131810932770 |
| 2025-12-01 | 256.736829660512 |
| 2026-01-01 | 258.097192583659 |
| 2026-02-01 | 258.818744764794 |
| 2026-03-01 | 258.071513417718 |
| 2026-04-01 | 257.576391983063 |