Table Data - All Employees: Leisure and Hospitality: Accommodation in San Francisco-San Mateo-Redwood City, CA (MD)

Title All Employees: Leisure and Hospitality: Accommodation in San Francisco-San Mateo-Redwood City, CA (MD)
Series ID SMU06418847072100001SA
Source U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis
Release State and Metro Area Employment, Hours, and Earnings (Not a Press Release)
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2026-03-01
Last Updated 2026-05-07 11:38 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 23.84206598649920
1990-02-01 23.96782692021090
1990-03-01 24.02877625264450
1990-04-01 24.16563006705720
1990-05-01 23.92256592808890
1990-06-01 23.78100159025210
1990-07-01 23.82996809395620
1990-08-01 23.85898990627250
1990-09-01 23.77922014405100
1990-10-01 23.63135123031760
1990-11-01 23.83818608220930
1990-12-01 23.76910896298260
1991-01-01 23.93289801877970
1991-02-01 23.96782753530870
1991-03-01 23.80909291944300
1991-04-01 23.76938566982050
1991-05-01 23.82425393672520
1991-06-01 23.88212915436540
1991-07-01 23.82029058016600
1991-08-01 23.87029577765600
1991-09-01 23.80063729384200
1991-10-01 23.92644162557180
1991-11-01 24.04823677626480
1991-12-01 23.89210172452890
1992-01-01 23.00136845398510
1992-02-01 23.25091386064540
1992-03-01 23.16414275357060
1992-04-01 23.18538997570400
1992-05-01 23.43617987969980
1992-06-01 23.30043111812130
1992-07-01 22.72167733223710
1992-08-01 23.08594251586030
1992-09-01 23.13068408621580
1992-10-01 22.89745011919570
1992-11-01 22.84998520394210
1992-12-01 23.01081375050220
1993-01-01 22.76727546994600
1993-02-01 22.82927349581370
1993-03-01 23.20843223779340
1993-04-01 22.71100449591000
1993-05-01 22.66529955586250
1993-06-01 22.54083732573010
1993-07-01 22.52757417962620
1993-08-01 22.40112070640970
1993-09-01 22.54621919054670
1993-10-01 22.56210954310260
1993-11-01 22.23887846251970
1993-12-01 22.50491321998570
1994-01-01 22.85978854647920
1994-02-01 22.80754111338100
1994-03-01 23.03405463032880
1994-04-01 23.24316092385730
1994-05-01 23.40924855622060
1994-06-01 23.61080176457460
1994-07-01 23.64486170077570
1994-08-01 23.51329147549170
1994-09-01 23.23245043189680
1994-10-01 23.12061946288240
1994-11-01 23.40297948425310
1994-12-01 23.47001436375560
1995-01-01 23.87429378414150
1995-02-01 24.00843825548820
1995-03-01 24.08927906966310
1995-04-01 24.08150667598900
1995-05-01 23.95776057347460
1995-06-01 23.88783939699090
1995-07-01 23.93751013701890
1995-08-01 24.19588964802360
1995-09-01 24.09430571863800
1995-10-01 24.30478613692970
1995-11-01 24.27165593944560
1995-12-01 24.01685079648230
1996-01-01 25.40799413948520
1996-02-01 25.32409309309320
1996-03-01 24.98305350618480
1996-04-01 24.73018443464710
1996-05-01 24.59166010957870
1996-06-01 24.54287756741080
1996-07-01 24.51347090561500
1996-08-01 24.43251036537580
1996-09-01 24.63503254756780
1996-10-01 24.71107180029350
1996-11-01 24.65482544242240
1996-12-01 24.66586848481490
1997-01-01 24.36553389598180
1997-02-01 24.47444995970370
1997-03-01 24.94009354344410
1997-04-01 25.47145766650760
1997-05-01 24.40025715424200
1997-06-01 24.52567226714720
1997-07-01 24.85280116369460
1997-08-01 24.84313926666970
1997-09-01 25.04971426290290
1997-10-01 24.95390553264550
1997-11-01 25.08992317456530
1997-12-01 25.24518622927220
1998-01-01 25.04643297330930
1998-02-01 24.96356104775790
1998-03-01 25.20859605966310
1998-04-01 24.57476608109380
1998-05-01 23.77274880823850
1998-06-01 24.03882748635740
1998-07-01 24.48280361027130
1998-08-01 24.45534204721160
1998-09-01 24.45902297012050
1998-10-01 24.62783094691970
1998-11-01 24.74916284128860
1998-12-01 24.86412881628730
1999-01-01 25.02536152485390
1999-02-01 25.07130802231420
1999-03-01 24.87497189031400
1999-04-01 24.85206057274800
1999-05-01 25.02051257208760
1999-06-01 24.92199137959730
1999-07-01 24.91354690885680
1999-08-01 24.86767778237630
1999-09-01 24.42070708767780
1999-10-01 24.18824137987050
1999-11-01 24.01821442416160
1999-12-01 23.91652836311410
2000-01-01 23.79317561972090
2000-02-01 23.84966309709290
2000-03-01 23.78655185062450
2000-04-01 24.12509775843010
2000-05-01 24.06800365457420
2000-06-01 24.41580544578980
2000-07-01 24.69945535214820
2000-08-01 24.40361188877510
2000-09-01 24.63085221757030
2000-10-01 24.40795600378920
2000-11-01 24.25572128417790
2000-12-01 24.27499491166270
2001-01-01 24.83714889617730
2001-02-01 24.69461289834410
2001-03-01 24.74889127019730
2001-04-01 24.91654422190870
2001-05-01 25.22345035671250
2001-06-01 24.55200524506010
2001-07-01 24.12334270471320
2001-08-01 23.59109180087530
2001-09-01 23.67217884818850
2001-10-01 22.88964841398970
2001-11-01 22.77578285665170
2001-12-01 22.51868340831820
2002-01-01 22.14278170274020
2002-02-01 22.00209722539590
2002-03-01 22.15476475991450
2002-04-01 22.31815552247950
2002-05-01 22.59157162290810
2002-06-01 22.63519613599640
2002-07-01 22.89152302157670
2002-08-01 23.34573714629250
2002-09-01 22.92181964887220
2002-10-01 23.44609998432710
2002-11-01 23.45821261128420
2002-12-01 23.44782766319210
2003-01-01 23.11213372679800
2003-02-01 23.28207812012390
2003-03-01 23.06006878380680
2003-04-01 22.63536836095130
2003-05-01 22.25836287691810
2003-06-01 22.36387033928870
2003-07-01 22.15851591228390
2003-08-01 22.72099264178750
2003-09-01 22.29584863907910
2003-10-01 22.57974256103420
2003-11-01 22.53339635713070
2003-12-01 22.46435350419600
2004-01-01 22.85299036958170
2004-02-01 22.53832825150000
2004-03-01 22.70035365655650
2004-04-01 22.55769303287530
2004-05-01 22.82806348961320
2004-06-01 22.80841908315070
2004-07-01 23.01821928146840
2004-08-01 22.89411650078490
2004-09-01 23.44773997002300
2004-10-01 22.81998695247040
2004-11-01 22.89699785003240
2004-12-01 23.17190683605690
2005-01-01 23.29970745355760
2005-02-01 23.31181016179920
2005-03-01 23.50054284061220
2005-04-01 23.26917486689080
2005-05-01 23.10236407547880
2005-06-01 23.04647912803880
2005-07-01 22.93717390733720
2005-08-01 22.94946617048220
2005-09-01 23.16049841916350
2005-10-01 23.28447052429550
2005-11-01 23.37385263572660
2005-12-01 23.16801611421720
2006-01-01 23.45348708140650
2006-02-01 23.61369886644760
2006-03-01 23.64631812938390
2006-04-01 23.66153816666340
2006-05-01 23.69003886191230
2006-06-01 23.77431531724160
2006-07-01 23.53650575252950
2006-08-01 23.38352595604170
2006-09-01 23.22885722596810
2006-10-01 23.46951381206860
2006-11-01 23.23862408694620
2006-12-01 23.26897986883410
2007-01-01 23.32671326381030
2007-02-01 23.24899758450990
2007-03-01 23.32319128977970
2007-04-01 23.53885095211630
2007-05-01 23.89149766446990
2007-06-01 23.78715084154770
2007-07-01 24.41253310562520
2007-08-01 24.18808648027090
2007-09-01 24.19721284225400
2007-10-01 24.14772272314050
2007-11-01 24.42817622922580
2007-12-01 24.67419699744830
2008-01-01 24.39758478619630
2008-02-01 24.68766731176450
2008-03-01 24.60167802597430
2008-04-01 24.61045009926480
2008-05-01 24.50356867834370
2008-06-01 24.49729714888670
2008-07-01 24.59214405348730
2008-08-01 24.57982748381700
2008-09-01 24.56071931261210
2008-10-01 24.43276777792470
2008-11-01 24.32211128171290
2008-12-01 24.59435178520330
2009-01-01 23.67879649341530
2009-02-01 23.22153115349540
2009-03-01 22.86163666501080
2009-04-01 22.86597039918580
2009-05-01 22.81583428714000
2009-06-01 22.68455529417850
2009-07-01 22.57693510673170
2009-08-01 22.48194309792240
2009-09-01 22.33865333443250
2009-10-01 22.12776378671020
2009-11-01 22.15049936078210
2009-12-01 22.03832661190050
2010-01-01 22.15381174114830
2010-02-01 21.92779850817480
2010-03-01 21.97780287781810
2010-04-01 22.10767487338530
2010-05-01 21.89741097503970
2010-06-01 21.94989182911230
2010-07-01 21.99470217725570
2010-08-01 21.92440016567920
2010-09-01 22.05082107021360
2010-10-01 22.13840381944690
2010-11-01 21.98006072723590
2010-12-01 21.89380175688310
2011-01-01 22.52227716715110
2011-02-01 22.50865858128470
2011-03-01 22.45726442647760
2011-04-01 22.53802407135810
2011-05-01 22.56356912035980
2011-06-01 22.58463986174550
2011-07-01 22.84230604024030
2011-08-01 22.90104279762400
2011-09-01 23.39410481467950
2011-10-01 23.05310288924690
2011-11-01 23.13310009109550
2011-12-01 22.94185801667620
2012-01-01 22.67365194122210
2012-02-01 22.75774477846440
2012-03-01 22.59686356759920
2012-04-01 23.09525814194920
2012-05-01 23.21560532734750
2012-06-01 23.43554325842400
2012-07-01 23.50200937126710
2012-08-01 23.79171448288010
2012-09-01 23.65238114927950
2012-10-01 23.68942382097850
2012-11-01 23.64726982136630
2012-12-01 23.66768074553780
2013-01-01 23.73213186158240
2013-02-01 23.89081406125760
2013-03-01 23.82626044781810
2013-04-01 23.77162837285310
2013-05-01 23.69052221961460
2013-06-01 23.51364707828930
2013-07-01 22.76057164441070
2013-08-01 22.76026058480800
2013-09-01 22.60076356904820
2013-10-01 22.92628673717440
2013-11-01 22.95188958702580
2013-12-01 23.08473980562680
2014-01-01 23.19354258832340
2014-02-01 23.01514290532340
2014-03-01 23.04338721998220
2014-04-01 23.06472624817500
2014-05-01 23.08559095026040
2014-06-01 23.22900713942050
2014-07-01 23.00918038217910
2014-08-01 23.02211296881020
2014-09-01 23.14233555310490
2014-10-01 22.66050902354730
2014-11-01 22.92391310095000
2014-12-01 23.09318595624060
2015-01-01 23.03945876741310
2015-02-01 23.05307461673920
2015-03-01 23.17964800438840
2015-04-01 22.86030186763210
2015-05-01 23.01680923757460
2015-06-01 23.07027196077750
2015-07-01 23.44272955044010
2015-08-01 23.15268956032530
2015-09-01 23.16316835168830
2015-10-01 23.17700191979550
2015-11-01 23.42243898892910
2015-12-01 23.08407328831420
2016-01-01 23.18910434900680
2016-02-01 23.18678194363140
2016-03-01 23.02082683494100
2016-04-01 23.07525346066000
2016-05-01 23.07484281428370
2016-06-01 22.93184968911760
2016-07-01 23.06465585543190
2016-08-01 23.05511858198430
2016-09-01 22.96651678021430
2016-10-01 22.88203847060010
2016-11-01 23.10866472072310
2016-12-01 22.25082582476950
2017-01-01 22.43646296988590
2017-02-01 22.45229159061310
2017-03-01 22.83229987450610
2017-04-01 22.59655064932840
2017-05-01 22.44578721200030
2017-06-01 22.39169710457700
2017-07-01 22.35745837301500
2017-08-01 22.29725900189120
2017-09-01 22.36468156865500
2017-10-01 22.36132816683750
2017-11-01 22.50083647519530
2017-12-01 22.30352104272110
2018-01-01 22.51214434594530
2018-02-01 22.56859895243000
2018-03-01 22.69010219427120
2018-04-01 22.62963497374140
2018-05-01 22.61702590946100
2018-06-01 22.61741103175080
2018-07-01 22.62564530699460
2018-08-01 22.60787154566680
2018-09-01 22.73285836964040
2018-10-01 22.94172540826120
2018-11-01 22.88902644145380
2018-12-01 23.25336187119950
2019-01-01 23.40119245958480
2019-02-01 23.84646654128880
2019-03-01 23.90160064970650
2019-04-01 23.47158703833300
2019-05-01 23.46346646115030
2019-06-01 23.41073688461870
2019-07-01 23.15134167134590
2019-08-01 23.20402869227400
2019-09-01 23.27880611721170
2019-10-01 23.12732473623190
2019-11-01 23.08099728754420
2019-12-01 23.44520788894690
2020-01-01 23.41527496739030
2020-02-01 23.64946897787840
2020-03-01 22.68347870660790
2020-04-01 9.93355403921565
2020-05-01 8.99299254602167
2020-06-01 9.35863494042729
2020-07-01 9.36164520703839
2020-08-01 9.21698569802563
2020-09-01 8.50488269307682
2020-10-01 8.85722228451002
2020-11-01 8.68809674842068
2020-12-01 8.27751517603969
2021-01-01 6.91586500535763
2021-02-01 7.83804373997618
2021-03-01 7.95218825806619
2021-04-01 8.25812323438688
2021-05-01 8.48693422630841
2021-06-01 9.61224075433120
2021-07-01 11.37275620414360
2021-08-01 11.95929327523710
2021-09-01 12.25096062250080
2021-10-01 12.31632124835840
2021-11-01 12.50234738633980
2021-12-01 13.25475942408710
2022-01-01 12.72805873353510
2022-02-01 13.07722551704710
2022-03-01 13.64108634460140
2022-04-01 14.24928048916810
2022-05-01 14.86036913521110
2022-06-01 15.07586033112510
2022-07-01 15.62005134871670
2022-08-01 15.75306721552810
2022-09-01 16.21238498332750
2022-10-01 16.41121847910010
2022-11-01 16.74759299465940
2022-12-01 16.51732594371640
2023-01-01 17.04429899786680
2023-02-01 16.94708518711360
2023-03-01 17.28201243248150
2023-04-01 16.99774545340660
2023-05-01 17.10912786582730
2023-06-01 17.47178070093990
2023-07-01 17.30744313169730
2023-08-01 17.19750829598390
2023-09-01 17.31796471741380
2023-10-01 17.39958325486750
2023-11-01 17.50067466367940
2023-12-01 17.67364969383210
2024-01-01 18.04956283461790
2024-02-01 17.95942050196950
2024-03-01 17.86913836830590
2024-04-01 18.15375907808870
2024-05-01 17.77274377129660
2024-06-01 17.67713196781540
2024-07-01 17.53215249399620
2024-08-01 17.66366510852470
2024-09-01 17.64663991529530
2024-10-01 17.37322682376800
2024-11-01 16.76371733100060
2024-12-01 16.97629657359670
2025-01-01 17.93771690570220
2025-02-01 17.85961442920900
2025-03-01 17.79303340053620
2025-04-01 17.70348835749910
2025-05-01 17.75175537155610
2025-06-01 17.40105628510970
2025-07-01 17.66858733150490
2025-08-01 17.60838371936740
2025-09-01 17.68871956140930
2025-10-01 17.80814925423180
2025-11-01 17.89465038327020
2025-12-01 18.06830604607470
2026-01-01 17.73352360809870
2026-02-01 17.99009584024860
2026-03-01 17.94292738824000

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