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 2026-08-01 |
| Last Updated | 2026-09-18 12:17 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 | 159.8757427441 |
| 1990-02-01 | 160.0113025102 |
| 1990-03-01 | 160.2906107973 |
| 1990-04-01 | 160.3236622313 |
| 1990-05-01 | 158.2795263501 |
| 1990-06-01 | 159.0787391222 |
| 1990-07-01 | 161.2712214452 |
| 1990-08-01 | 161.0047420158 |
| 1990-09-01 | 161.0506132514 |
| 1990-10-01 | 162.1269079794 |
| 1990-11-01 | 162.8108985182 |
| 1990-12-01 | 162.4514222230 |
| 1991-01-01 | 162.0595656882 |
| 1991-02-01 | 161.6910396983 |
| 1991-03-01 | 161.2488604556 |
| 1991-04-01 | 158.7540890862 |
| 1991-05-01 | 158.5215288060 |
| 1991-06-01 | 159.8712167253 |
| 1991-07-01 | 159.5217518590 |
| 1991-08-01 | 160.0952424234 |
| 1991-09-01 | 159.8882642942 |
| 1991-10-01 | 158.7986501984 |
| 1991-11-01 | 159.2257005463 |
| 1991-12-01 | 159.0495128274 |
| 1992-01-01 | 158.1060692001 |
| 1992-02-01 | 157.9381294572 |
| 1992-03-01 | 157.2463025670 |
| 1992-04-01 | 158.2716757920 |
| 1992-05-01 | 158.6572448547 |
| 1992-06-01 | 157.7184600233 |
| 1992-07-01 | 157.3170472615 |
| 1992-08-01 | 157.5738389067 |
| 1992-09-01 | 157.7581204968 |
| 1992-10-01 | 157.8505184649 |
| 1992-11-01 | 157.4915762899 |
| 1992-12-01 | 157.1869102923 |
| 1993-01-01 | 157.6562270147 |
| 1993-02-01 | 157.9909241693 |
| 1993-03-01 | 157.0831581182 |
| 1993-04-01 | 158.4150953850 |
| 1993-05-01 | 159.4658435690 |
| 1993-06-01 | 159.4093872452 |
| 1993-07-01 | 159.4092232257 |
| 1993-08-01 | 159.2890092044 |
| 1993-09-01 | 159.6968029821 |
| 1993-10-01 | 161.0296130805 |
| 1993-11-01 | 160.5351531048 |
| 1993-12-01 | 161.5268884941 |
| 1994-01-01 | 162.2180399073 |
| 1994-02-01 | 162.3229270835 |
| 1994-03-01 | 163.3662637882 |
| 1994-04-01 | 162.2231718063 |
| 1994-05-01 | 162.4619741896 |
| 1994-06-01 | 162.6576688297 |
| 1994-07-01 | 161.5256999909 |
| 1994-08-01 | 160.5845645741 |
| 1994-09-01 | 160.3212421294 |
| 1994-10-01 | 161.8279807770 |
| 1994-11-01 | 163.1765693040 |
| 1994-12-01 | 163.2499172490 |
| 1995-01-01 | 165.2644746250 |
| 1995-02-01 | 166.1205222710 |
| 1995-03-01 | 167.2097230931 |
| 1995-04-01 | 168.0408219397 |
| 1995-05-01 | 167.8479799386 |
| 1995-06-01 | 168.5094689313 |
| 1995-07-01 | 170.4265586579 |
| 1995-08-01 | 171.8299345704 |
| 1995-09-01 | 172.5640314106 |
| 1995-10-01 | 170.3240585420 |
| 1995-11-01 | 172.4712232240 |
| 1995-12-01 | 173.7964794452 |
| 1996-01-01 | 175.4316187528 |
| 1996-02-01 | 176.0647841065 |
| 1996-03-01 | 176.1934456366 |
| 1996-04-01 | 175.1490917390 |
| 1996-05-01 | 176.4748229180 |
| 1996-06-01 | 176.1033994727 |
| 1996-07-01 | 177.5018993339 |
| 1996-08-01 | 177.8089272666 |
| 1996-09-01 | 177.8195568742 |
| 1996-10-01 | 178.8749736727 |
| 1996-11-01 | 179.8956460377 |
| 1996-12-01 | 179.9537675895 |
| 1997-01-01 | 179.8138239574 |
| 1997-02-01 | 180.1380264862 |
| 1997-03-01 | 179.3406190081 |
| 1997-04-01 | 182.0334071948 |
| 1997-05-01 | 181.1269937554 |
| 1997-06-01 | 181.6783437157 |
| 1997-07-01 | 179.7671606447 |
| 1997-08-01 | 179.3080560628 |
| 1997-09-01 | 179.7731346014 |
| 1997-10-01 | 179.0679781236 |
| 1997-11-01 | 179.5794320255 |
| 1997-12-01 | 179.9701958242 |
| 1998-01-01 | 179.0512671998 |
| 1998-02-01 | 178.9759765281 |
| 1998-03-01 | 178.3131423209 |
| 1998-04-01 | 180.7115397511 |
| 1998-05-01 | 180.8527585756 |
| 1998-06-01 | 182.3617493967 |
| 1998-07-01 | 184.2466440275 |
| 1998-08-01 | 184.6072886807 |
| 1998-09-01 | 185.3143058129 |
| 1998-10-01 | 184.9933567220 |
| 1998-11-01 | 185.3451373012 |
| 1998-12-01 | 186.2184334301 |
| 1999-01-01 | 184.9415594119 |
| 1999-02-01 | 184.4513470929 |
| 1999-03-01 | 185.4105117623 |
| 1999-04-01 | 186.1105328893 |
| 1999-05-01 | 187.4040307104 |
| 1999-06-01 | 186.7640165910 |
| 1999-07-01 | 186.5265082302 |
| 1999-08-01 | 186.0655355689 |
| 1999-09-01 | 185.8300331845 |
| 1999-10-01 | 186.7768918152 |
| 1999-11-01 | 186.5271458596 |
| 1999-12-01 | 187.1297033821 |
| 2000-01-01 | 188.3592366790 |
| 2000-02-01 | 189.3282647889 |
| 2000-03-01 | 189.3902804257 |
| 2000-04-01 | 188.8824040940 |
| 2000-05-01 | 188.2353094624 |
| 2000-06-01 | 189.0144158614 |
| 2000-07-01 | 191.4848556577 |
| 2000-08-01 | 190.8126406327 |
| 2000-09-01 | 192.6071454863 |
| 2000-10-01 | 191.2284811038 |
| 2000-11-01 | 191.7187259375 |
| 2000-12-01 | 191.1294932838 |
| 2001-01-01 | 196.6268482564 |
| 2001-02-01 | 197.4809451441 |
| 2001-03-01 | 197.7470473535 |
| 2001-04-01 | 196.6682921643 |
| 2001-05-01 | 196.8575177823 |
| 2001-06-01 | 195.9971382464 |
| 2001-07-01 | 195.3009759491 |
| 2001-08-01 | 194.8463937327 |
| 2001-09-01 | 193.1216085969 |
| 2001-10-01 | 191.6436379565 |
| 2001-11-01 | 190.7923747074 |
| 2001-12-01 | 190.5694011794 |
| 2002-01-01 | 190.8707663238 |
| 2002-02-01 | 190.6075706893 |
| 2002-03-01 | 190.6749488160 |
| 2002-04-01 | 194.3038948416 |
| 2002-05-01 | 194.8305667752 |
| 2002-06-01 | 194.5238553978 |
| 2002-07-01 | 194.2058250200 |
| 2002-08-01 | 194.7732914794 |
| 2002-09-01 | 193.9370115310 |
| 2002-10-01 | 195.3259412333 |
| 2002-11-01 | 195.9812361944 |
| 2002-12-01 | 195.4726692366 |
| 2003-01-01 | 194.6373106266 |
| 2003-02-01 | 193.8353575591 |
| 2003-03-01 | 192.7649231578 |
| 2003-04-01 | 192.4001273637 |
| 2003-05-01 | 191.4443840254 |
| 2003-06-01 | 192.3284412474 |
| 2003-07-01 | 191.8501615836 |
| 2003-08-01 | 192.9640336734 |
| 2003-09-01 | 192.8464643885 |
| 2003-10-01 | 193.8320097824 |
| 2003-11-01 | 192.9619706393 |
| 2003-12-01 | 193.2833020610 |
| 2004-01-01 | 193.7086257061 |
| 2004-02-01 | 194.1159742952 |
| 2004-03-01 | 194.2301851147 |
| 2004-04-01 | 194.0220790778 |
| 2004-05-01 | 193.9493424108 |
| 2004-06-01 | 192.9053750924 |
| 2004-07-01 | 195.5050515809 |
| 2004-08-01 | 194.8620013425 |
| 2004-09-01 | 196.0527111214 |
| 2004-10-01 | 194.9307121321 |
| 2004-11-01 | 194.9421089783 |
| 2004-12-01 | 196.5099242020 |
| 2005-01-01 | 196.7747524698 |
| 2005-02-01 | 196.4415418766 |
| 2005-03-01 | 197.0065829564 |
| 2005-04-01 | 199.6428142680 |
| 2005-05-01 | 198.2948044473 |
| 2005-06-01 | 198.2125890709 |
| 2005-07-01 | 198.3241691820 |
| 2005-08-01 | 199.1310435642 |
| 2005-09-01 | 200.3582696534 |
| 2005-10-01 | 201.2041399335 |
| 2005-11-01 | 202.3185873191 |
| 2005-12-01 | 201.9588686368 |
| 2006-01-01 | 202.6272142073 |
| 2006-02-01 | 204.4171974402 |
| 2006-03-01 | 204.2500656875 |
| 2006-04-01 | 204.5768466283 |
| 2006-05-01 | 205.2533694838 |
| 2006-06-01 | 205.7512420506 |
| 2006-07-01 | 205.1692639500 |
| 2006-08-01 | 205.3358722513 |
| 2006-09-01 | 205.8508810877 |
| 2006-10-01 | 206.8465613913 |
| 2006-11-01 | 207.8686734589 |
| 2006-12-01 | 207.9471095264 |
| 2007-01-01 | 209.6743793413 |
| 2007-02-01 | 210.3226728917 |
| 2007-03-01 | 211.2438240198 |
| 2007-04-01 | 210.4714769017 |
| 2007-05-01 | 211.2567169360 |
| 2007-06-01 | 211.4954638939 |
| 2007-07-01 | 213.6700814955 |
| 2007-08-01 | 213.4382371770 |
| 2007-09-01 | 213.2660523256 |
| 2007-10-01 | 212.9524636988 |
| 2007-11-01 | 214.1011981854 |
| 2007-12-01 | 215.3288267236 |
| 2008-01-01 | 214.9084984285 |
| 2008-02-01 | 216.4179388132 |
| 2008-03-01 | 216.5475228434 |
| 2008-04-01 | 216.9810857662 |
| 2008-05-01 | 216.3341945130 |
| 2008-06-01 | 216.9204210666 |
| 2008-07-01 | 216.4840519851 |
| 2008-08-01 | 216.0582121339 |
| 2008-09-01 | 215.7933229119 |
| 2008-10-01 | 214.6073362285 |
| 2008-11-01 | 214.3003103075 |
| 2008-12-01 | 214.3780049655 |
| 2009-01-01 | 211.0576526408 |
| 2009-02-01 | 209.8409144900 |
| 2009-03-01 | 208.1279819750 |
| 2009-04-01 | 207.6797310623 |
| 2009-05-01 | 207.8161047577 |
| 2009-06-01 | 206.4404250743 |
| 2009-07-01 | 206.4131417876 |
| 2009-08-01 | 205.9057830392 |
| 2009-09-01 | 205.6316229066 |
| 2009-10-01 | 206.4171321588 |
| 2009-11-01 | 205.5179031415 |
| 2009-12-01 | 206.1966969101 |
| 2010-01-01 | 205.9544956907 |
| 2010-02-01 | 205.2205342605 |
| 2010-03-01 | 205.1154171133 |
| 2010-04-01 | 209.3884479506 |
| 2010-05-01 | 206.7885546481 |
| 2010-06-01 | 207.9754022471 |
| 2010-07-01 | 209.0319081151 |
| 2010-08-01 | 209.3209881239 |
| 2010-09-01 | 209.8393445380 |
| 2010-10-01 | 211.8411141811 |
| 2010-11-01 | 210.8496492756 |
| 2010-12-01 | 211.1117342883 |
| 2011-01-01 | 212.4591114677 |
| 2011-02-01 | 212.8821985768 |
| 2011-03-01 | 213.5553454412 |
| 2011-04-01 | 214.8537787680 |
| 2011-05-01 | 214.8071087621 |
| 2011-06-01 | 215.0205727932 |
| 2011-07-01 | 216.0169511310 |
| 2011-08-01 | 216.2169418791 |
| 2011-09-01 | 218.7995518782 |
| 2011-10-01 | 218.4218312189 |
| 2011-11-01 | 218.6532374681 |
| 2011-12-01 | 219.2202417169 |
| 2012-01-01 | 220.6649421127 |
| 2012-02-01 | 221.3098279103 |
| 2012-03-01 | 221.6881689537 |
| 2012-04-01 | 224.9928608265 |
| 2012-05-01 | 225.3305036695 |
| 2012-06-01 | 226.6700417354 |
| 2012-07-01 | 226.6340600760 |
| 2012-08-01 | 228.8814555353 |
| 2012-09-01 | 229.1728269053 |
| 2012-10-01 | 230.8406480313 |
| 2012-11-01 | 231.0281865200 |
| 2012-12-01 | 232.1565128445 |
| 2013-01-01 | 233.0019569916 |
| 2013-02-01 | 234.1054125796 |
| 2013-03-01 | 234.9323180872 |
| 2013-04-01 | 235.2864263231 |
| 2013-05-01 | 236.8195979473 |
| 2013-06-01 | 236.2374260462 |
| 2013-07-01 | 236.5277320891 |
| 2013-08-01 | 237.6468190161 |
| 2013-09-01 | 238.8697041054 |
| 2013-10-01 | 239.6866927455 |
| 2013-11-01 | 242.2448608978 |
| 2013-12-01 | 243.0721789639 |
| 2014-01-01 | 243.6825015039 |
| 2014-02-01 | 244.6841831395 |
| 2014-03-01 | 245.3613019630 |
| 2014-04-01 | 246.0616427405 |
| 2014-05-01 | 246.1911905899 |
| 2014-06-01 | 248.2689975492 |
| 2014-07-01 | 248.4684952070 |
| 2014-08-01 | 249.6496587480 |
| 2014-09-01 | 250.8850108325 |
| 2014-10-01 | 251.2402350470 |
| 2014-11-01 | 251.9593891510 |
| 2014-12-01 | 253.0975691804 |
| 2015-01-01 | 253.1613086041 |
| 2015-02-01 | 253.6737516319 |
| 2015-03-01 | 255.0736729232 |
| 2015-04-01 | 256.3406209614 |
| 2015-05-01 | 257.0781718639 |
| 2015-06-01 | 257.3418363997 |
| 2015-07-01 | 258.5387730285 |
| 2015-08-01 | 259.5044155288 |
| 2015-09-01 | 260.6760799301 |
| 2015-10-01 | 261.1746233683 |
| 2015-11-01 | 261.7519112479 |
| 2015-12-01 | 263.0208549222 |
| 2016-01-01 | 264.8536008469 |
| 2016-02-01 | 266.1185804462 |
| 2016-03-01 | 264.7699021673 |
| 2016-04-01 | 267.6160558825 |
| 2016-05-01 | 267.1965014490 |
| 2016-06-01 | 266.6893723202 |
| 2016-07-01 | 267.5392538266 |
| 2016-08-01 | 268.3313644167 |
| 2016-09-01 | 268.1754273190 |
| 2016-10-01 | 270.1014509164 |
| 2016-11-01 | 269.9718565658 |
| 2016-12-01 | 270.1138132179 |
| 2017-01-01 | 269.0728186345 |
| 2017-02-01 | 270.7435007983 |
| 2017-03-01 | 271.8676865666 |
| 2017-04-01 | 272.0392552354 |
| 2017-05-01 | 272.2270737391 |
| 2017-06-01 | 273.8257022146 |
| 2017-07-01 | 272.5148322189 |
| 2017-08-01 | 271.4305909679 |
| 2017-09-01 | 271.4864472263 |
| 2017-10-01 | 272.1780078562 |
| 2017-11-01 | 272.6475580296 |
| 2017-12-01 | 271.7008102696 |
| 2018-01-01 | 272.1901097109 |
| 2018-02-01 | 273.0102686530 |
| 2018-03-01 | 273.6799953920 |
| 2018-04-01 | 274.3642801301 |
| 2018-05-01 | 274.0783458199 |
| 2018-06-01 | 275.5257208906 |
| 2018-07-01 | 276.3457184164 |
| 2018-08-01 | 276.3687314407 |
| 2018-09-01 | 276.3857820595 |
| 2018-10-01 | 276.2098804440 |
| 2018-11-01 | 276.5542353368 |
| 2018-12-01 | 278.1480594700 |
| 2019-01-01 | 279.0348485461 |
| 2019-02-01 | 281.1478838036 |
| 2019-03-01 | 281.5867276936 |
| 2019-04-01 | 280.5909680394 |
| 2019-05-01 | 280.6439095396 |
| 2019-06-01 | 281.1722960677 |
| 2019-07-01 | 280.3579487346 |
| 2019-08-01 | 281.3794156030 |
| 2019-09-01 | 282.2156236524 |
| 2019-10-01 | 282.2883001963 |
| 2019-11-01 | 283.6136194183 |
| 2019-12-01 | 284.6426428239 |
| 2020-01-01 | 284.9194358624 |
| 2020-02-01 | 284.9736355135 |
| 2020-03-01 | 271.8058939310 |
| 2020-04-01 | 127.6692440132 |
| 2020-05-01 | 137.4170339099 |
| 2020-06-01 | 146.4424877296 |
| 2020-07-01 | 149.9979058852 |
| 2020-08-01 | 149.2435295698 |
| 2020-09-01 | 154.6958071485 |
| 2020-10-01 | 165.3332447123 |
| 2020-11-01 | 168.6660039028 |
| 2020-12-01 | 157.1324316400 |
| 2021-01-01 | 147.2026440444 |
| 2021-02-01 | 161.6757069186 |
| 2021-03-01 | 168.9919923134 |
| 2021-04-01 | 180.6524766966 |
| 2021-05-01 | 185.8169704605 |
| 2021-06-01 | 193.9283186385 |
| 2021-07-01 | 206.8408436715 |
| 2021-08-01 | 210.0445409524 |
| 2021-09-01 | 212.1993824226 |
| 2021-10-01 | 220.3685453538 |
| 2021-11-01 | 221.5720758204 |
| 2021-12-01 | 225.4274457535 |
| 2022-01-01 | 223.3975900641 |
| 2022-02-01 | 227.3442351414 |
| 2022-03-01 | 228.8025744907 |
| 2022-04-01 | 233.0642683530 |
| 2022-05-01 | 234.8267865882 |
| 2022-06-01 | 237.6926017967 |
| 2022-07-01 | 240.4477047396 |
| 2022-08-01 | 241.2386932960 |
| 2022-09-01 | 243.3475748875 |
| 2022-10-01 | 244.4383075319 |
| 2022-11-01 | 245.7840862644 |
| 2022-12-01 | 245.7617053116 |
| 2023-01-01 | 244.7305547304 |
| 2023-02-01 | 247.7351471543 |
| 2023-03-01 | 249.5307635076 |
| 2023-04-01 | 249.5910743468 |
| 2023-05-01 | 249.5724209445 |
| 2023-06-01 | 250.3663210560 |
| 2023-07-01 | 249.9982481403 |
| 2023-08-01 | 251.0832049318 |
| 2023-09-01 | 253.1208355242 |
| 2023-10-01 | 251.0917818370 |
| 2023-11-01 | 251.2209949588 |
| 2023-12-01 | 251.3818119586 |
| 2024-01-01 | 251.8632189030 |
| 2024-02-01 | 250.7367291483 |
| 2024-03-01 | 250.1715737373 |
| 2024-04-01 | 250.3263459558 |
| 2024-05-01 | 250.7178501335 |
| 2024-06-01 | 250.5614028747 |
| 2024-07-01 | 250.3139158182 |
| 2024-08-01 | 249.5520859164 |
| 2024-09-01 | 248.9583675720 |
| 2024-10-01 | 249.3747902189 |
| 2024-11-01 | 249.1722126247 |
| 2024-12-01 | 248.0132139206 |
| 2025-01-01 | 248.4889060821 |
| 2025-02-01 | 249.3030851096 |
| 2025-03-01 | 249.5445098295 |
| 2025-04-01 | 249.6758667357 |
| 2025-05-01 | 251.2663178095 |
| 2025-06-01 | 250.7105831437 |
| 2025-07-01 | 250.4555880439 |
| 2025-08-01 | 250.6657525825 |
| 2025-09-01 | 251.2784136848 |
| 2025-10-01 | 252.8133402436 |
| 2025-11-01 | 254.0172051816 |
| 2025-12-01 | 256.6164062021 |
| 2026-01-01 | 257.9038722166 |
| 2026-02-01 | 258.6461965408 |
| 2026-03-01 | 257.9950018514 |
| 2026-04-01 | 257.8649237401 |
| 2026-05-01 | 257.3015028967 |
| 2026-06-01 | 258.2829996884 |
| 2026-07-01 | 259.6634444197 |
| 2026-08-01 | 261.1539169626 |