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 2026-06-01
Last Updated 2026-07-22 10:36 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 23.84306187830840
1990-02-01 23.96800902521510
1990-03-01 24.02905191732720
1990-04-01 24.16572212343310
1990-05-01 23.92074480254510
1990-06-01 23.78106668881750
1990-07-01 23.82934670565830
1990-08-01 23.85903485924050
1990-09-01 23.77923979583530
1990-10-01 23.63135644055750
1990-11-01 23.83825177895840
1990-12-01 23.76977780096970
1991-01-01 23.93378688594410
1991-02-01 23.96801829952690
1991-03-01 23.80942613650230
1991-04-01 23.76950762171360
1991-05-01 23.82267883620870
1991-06-01 23.88220437658430
1991-07-01 23.81973498967050
1991-08-01 23.87028421849690
1991-09-01 23.80054444176850
1991-10-01 23.92624047598880
1991-11-01 24.04819290318340
1991-12-01 23.89264572272980
1992-01-01 23.00214945972970
1992-02-01 23.25118479371060
1992-03-01 23.16465159119410
1992-04-01 23.18567700290790
1992-05-01 23.43498491162930
1992-06-01 23.30065047486200
1992-07-01 22.72128108946640
1992-08-01 23.08588915584220
1992-09-01 23.13040216822310
1992-10-01 22.89680813864200
1992-11-01 22.84934825815640
1992-12-01 23.01042585458790
1993-01-01 22.76872967813290
1993-02-01 22.83006166744890
1993-03-01 23.20929645640430
1993-04-01 22.71156792311740
1993-05-01 22.66442091857720
1993-06-01 22.54118382416680
1993-07-01 22.52724816802820
1993-08-01 22.40097285988520
1993-09-01 22.54568724241610
1993-10-01 22.56098140457010
1993-11-01 22.23762562895670
1993-12-01 22.50351689083190
1994-01-01 22.86186290227700
1994-02-01 22.80892281771460
1994-03-01 23.03533672577590
1994-04-01 23.24393952307630
1994-05-01 23.40891740066130
1994-06-01 23.61115923663980
1994-07-01 23.64462720015090
1994-08-01 23.51298169538660
1994-09-01 23.23166021569120
1994-10-01 23.11910492313220
1994-11-01 23.40114921246170
1994-12-01 23.46756427095810
1995-01-01 23.87704549158080
1995-02-01 24.01042241108540
1995-03-01 24.09090431425910
1995-04-01 24.08243263645590
1995-05-01 23.95788249604820
1995-06-01 23.88801488200660
1995-07-01 23.93726792966860
1995-08-01 24.19540768840610
1995-09-01 24.09335666263170
1995-10-01 24.30315437339820
1995-11-01 24.26976586023450
1995-12-01 24.01417122958080
1996-01-01 25.41067478813200
1996-02-01 25.32620981196400
1996-03-01 24.98475096574060
1996-04-01 24.73110350187120
1996-05-01 24.59215285593690
1996-06-01 24.54286781817890
1996-07-01 24.51328065077250
1996-08-01 24.43196698328590
1996-09-01 24.63410151332730
1996-10-01 24.70957621275250
1996-11-01 24.65300180632320
1996-12-01 24.66311266389080
1997-01-01 24.36820538125540
1997-02-01 24.47650954218420
1997-03-01 24.94166051903310
1997-04-01 25.47227557035860
1997-05-01 24.40065057624990
1997-06-01 24.52549019197020
1997-07-01 24.85250433409600
1997-08-01 24.84264953447520
1997-09-01 25.04897329540610
1997-10-01 24.95283740508630
1997-11-01 25.08864559904180
1997-12-01 25.24324021331580
1998-01-01 25.04828533885570
1998-02-01 24.96504767703910
1998-03-01 25.20978881572740
1998-04-01 24.57535363363800
1998-05-01 23.77301452542580
1998-06-01 24.03859701230440
1998-07-01 24.48249093148130
1998-08-01 24.45498826957390
1998-09-01 24.45854936681130
1998-10-01 24.62726269929750
1998-11-01 24.74848000523740
1998-12-01 24.86300504834020
1999-01-01 25.02636842947930
1999-02-01 25.07216336983820
1999-03-01 24.87571983224760
1999-04-01 24.85241465103510
1999-05-01 25.02066693305590
1999-06-01 24.92174083160960
1999-07-01 24.91324078073860
1999-08-01 24.86747404770030
1999-09-01 24.42046748085380
1999-10-01 24.18804944893890
1999-11-01 24.01807962746540
1999-12-01 23.91630954777050
2000-01-01 23.79332518462420
2000-02-01 23.84990576303390
2000-03-01 23.78687270747200
2000-04-01 24.12527161864530
2000-05-01 24.06810928502100
2000-06-01 24.41568176466470
2000-07-01 24.69926926048060
2000-08-01 24.40356498251920
2000-09-01 24.63077347403020
2000-10-01 24.40792313069330
2000-11-01 24.25568853951980
2000-12-01 24.27490582958920
2001-01-01 24.83720798777070
2001-02-01 24.69469026247930
2001-03-01 24.74899515756270
2001-04-01 24.91660810496770
2001-05-01 25.22350414607990
2001-06-01 24.55195065836450
2001-07-01 24.12319255043010
2001-08-01 23.59111259380630
2001-09-01 23.67215660676430
2001-10-01 22.88966534212740
2001-11-01 22.77577103416620
2001-12-01 22.51870019456020
2002-01-01 22.14279468968560
2002-02-01 22.00210876049840
2002-03-01 22.15477615662830
2002-04-01 22.31816633699980
2002-05-01 22.59159852652450
2002-06-01 22.63520295700540
2002-07-01 22.89142835194960
2002-08-01 23.34576639192970
2002-09-01 22.92179660226710
2002-10-01 23.44611400647950
2002-11-01 23.45820579857520
2002-12-01 23.44783983667470
2003-01-01 23.11214223360390
2003-02-01 23.28208379154180
2003-03-01 23.06007355147840
2003-04-01 22.63537268523180
2003-05-01 22.25838161246490
2003-06-01 22.36387256030400
2003-07-01 22.15846759196590
2003-08-01 22.72101598127650
2003-09-01 22.29582033929320
2003-10-01 22.57974973008250
2003-11-01 22.53339434201510
2003-12-01 22.46436205515080
2004-01-01 22.85299597181980
2004-02-01 22.53833108301840
2004-03-01 22.70035471841770
2004-04-01 22.55769240267900
2004-05-01 22.82807358416480
2004-06-01 22.80841458752150
2004-07-01 23.01821473918730
2004-08-01 22.89412974873470
2004-09-01 23.44771428179880
2004-10-01 22.81998676506960
2004-11-01 22.89699950673630
2004-12-01 23.17191006201270
2005-01-01 23.29970958215820
2005-02-01 23.31181173202800
2005-03-01 23.50054345598290
2005-04-01 23.26917477353820
2005-05-01 23.10237003844970
2005-06-01 23.04647747617490
2005-07-01 22.93717229569450
2005-08-01 22.94947505549550
2005-09-01 23.16048382630990
2005-10-01 23.28446978779450
2005-11-01 23.37385276253750
2005-12-01 23.16801762380600
2006-01-01 23.45348776690600
2006-02-01 23.61369965211410
2006-03-01 23.64631832248840
2006-04-01 23.66153824991640
2006-05-01 23.69004226842590
2006-06-01 23.77431484878000
2006-07-01 23.53650534737640
2006-08-01 23.38352921956950
2006-09-01 23.22885150995630
2006-10-01 23.46951273986660
2006-11-01 23.23862340433110
2006-12-01 23.26898060770750
2007-01-01 23.32671344503830
2007-02-01 23.24899834919030
2007-03-01 23.32319192371600
2007-04-01 23.53885177586130
2007-05-01 23.89149856562610
2007-06-01 23.78715127122770
2007-07-01 24.41253351774930
2007-08-01 24.18808641095850
2007-09-01 24.19720922349710
2007-10-01 24.14772161530140
2007-11-01 24.42817523120340
2007-12-01 24.67419739613600
2008-01-01 24.39758545915550
2008-02-01 24.68766928253390
2008-03-01 24.60168009039240
2008-04-01 24.61045191094890
2008-05-01 24.50356967531810
2008-06-01 24.49729679547040
2008-07-01 24.59214294162830
2008-08-01 24.57982576523980
2008-09-01 24.56071493788220
2008-10-01 24.43276519238940
2008-11-01 24.32210934431530
2008-12-01 24.59435142562040
2009-01-01 23.67879727994240
2009-02-01 23.22153372199220
2009-03-01 22.86165294762760
2009-04-01 22.86597197688640
2009-05-01 22.81583363464490
2009-06-01 22.68455208660240
2009-07-01 22.57693031828380
2009-08-01 22.48193779612140
2009-09-01 22.33864529892840
2009-10-01 22.12775933902600
2009-11-01 22.15049605885620
2009-12-01 22.03832444460220
2010-01-01 22.15381284618840
2010-02-01 21.92780370589240
2010-03-01 21.97783633174880
2010-04-01 22.10768215461040
2010-05-01 21.89742257012190
2010-06-01 21.94990043168270
2010-07-01 21.99463907334870
2010-08-01 21.92440317280070
2010-09-01 22.05081434639880
2010-10-01 22.13839971778710
2010-11-01 21.98005475808180
2010-12-01 21.89379606522830
2011-01-01 22.52227643516020
2011-02-01 22.50866518941230
2011-03-01 22.45731677752340
2011-04-01 22.53804109498610
2011-05-01 22.56359939619110
2011-06-01 22.58466788981080
2011-07-01 22.84219153224000
2011-08-01 22.90105735494390
2011-09-01 23.39409764056100
2011-10-01 23.05308097448210
2011-11-01 23.13307799687000
2011-12-01 22.94183704474660
2012-01-01 22.67364236366850
2012-02-01 22.75775097298560
2012-03-01 22.59692272026290
2012-04-01 23.09534417230390
2012-05-01 23.21566180319870
2012-06-01 23.43560416319100
2012-07-01 23.50182333727420
2012-08-01 23.79175908648100
2012-09-01 23.65239135297460
2012-10-01 23.68940053416990
2012-11-01 23.64707146703910
2012-12-01 23.66765886617410
2013-01-01 23.73212761770610
2013-02-01 23.89083744047510
2013-03-01 23.82635406968050
2013-04-01 23.77182063253160
2013-05-01 23.69063718040400
2013-06-01 23.51376643464360
2013-07-01 22.76039115441410
2013-08-01 22.76030841098050
2013-09-01 22.60072402048500
2013-10-01 22.92617535627300
2013-11-01 22.95133645751690
2013-12-01 23.08454351685570
2014-01-01 23.19359261471500
2014-02-01 23.01526251356390
2014-03-01 23.04397099986490
2014-04-01 23.06508755622240
2014-05-01 23.08580180023740
2014-06-01 23.22919677063120
2014-07-01 23.00899886554000
2014-08-01 23.02210813405130
2014-09-01 23.14212051309210
2014-10-01 22.66011333002920
2014-11-01 22.92275259581690
2014-12-01 23.09260221431550
2015-01-01 23.03947576881270
2015-02-01 23.05337717384080
2015-03-01 23.18097826096160
2015-04-01 22.86113288123950
2015-05-01 23.01747735623030
2015-06-01 23.07083698912430
2015-07-01 23.44287874919600
2015-08-01 23.15265626220570
2015-09-01 23.16247934883810
2015-10-01 23.17571743965370
2015-11-01 23.41990861913680
2015-12-01 23.08176849422900
2016-01-01 23.18748000686230
2016-02-01 23.18993838519560
2016-03-01 23.02581864618730
2016-04-01 23.07566731712270
2016-05-01 23.07556183419780
2016-06-01 22.93268401051230
2016-07-01 23.06509324861790
2016-08-01 23.05499009498450
2016-09-01 22.96542605052620
2016-10-01 22.87992468613080
2016-11-01 23.10456886714580
2016-12-01 22.24626294724970
2017-01-01 22.43179722495560
2017-02-01 22.45917953213430
2017-03-01 22.83638516972210
2017-04-01 22.60059308420460
2017-05-01 22.44902185999320
2017-06-01 22.39377799675610
2017-07-01 22.35851473697750
2017-08-01 22.29725592934720
2017-09-01 22.35954903875660
2017-10-01 22.35842614413980
2017-11-01 22.49502536878640
2017-12-01 22.29604325586690
2018-01-01 22.50494399849570
2018-02-01 22.57888138967380
2018-03-01 22.69392406675440
2018-04-01 22.63956433816610
2018-05-01 22.62697971956090
2018-06-01 22.61384390786050
2018-07-01 22.62621131258900
2018-08-01 22.60800309892860
2018-09-01 22.72438001781040
2018-10-01 22.93936271549950
2018-11-01 22.88408476097340
2018-12-01 23.24698366579350
2019-01-01 23.38855686610960
2019-02-01 23.85293395865580
2019-03-01 23.90442780012770
2019-04-01 23.49009313550790
2019-05-01 23.48146862713560
2019-06-01 23.40197446663580
2019-07-01 23.15143385480180
2019-08-01 23.20408562998420
2019-09-01 23.26685081586840
2019-10-01 23.12584120547440
2019-11-01 23.07791536578990
2019-12-01 23.43876823371740
2020-01-01 23.39901642233280
2020-02-01 23.65136306106390
2020-03-01 22.68937038496070
2020-04-01 9.95632887164652
2020-05-01 9.01633142340206
2020-06-01 9.34346048295425
2020-07-01 9.36072310458286
2020-08-01 9.21680342801820
2020-09-01 8.49360198777240
2020-10-01 8.85752393217327
2020-11-01 8.68829091189252
2020-12-01 8.27308451363997
2021-01-01 6.89684281135005
2021-02-01 7.83256672600332
2021-03-01 7.95709147945766
2021-04-01 8.28220365325054
2021-05-01 8.51191948106230
2021-06-01 9.59807211280825
2021-07-01 11.37243784503710
2021-08-01 11.95947437627530
2021-09-01 12.24021764375120
2021-10-01 12.31764626079360
2021-11-01 12.50401977039780
2021-12-01 13.24953619410170
2022-01-01 12.71129434539050
2022-02-01 13.06890607796190
2022-03-01 13.64554427223180
2022-04-01 14.26799265596860
2022-05-01 14.88375898006750
2022-06-01 15.06290821327440
2022-07-01 15.62114693867540
2022-08-01 15.75448126241760
2022-09-01 16.20636693637380
2022-10-01 16.41324315390410
2022-11-01 16.75031794809620
2022-12-01 16.51383871246030
2023-01-01 17.02878187889500
2023-02-01 16.93561506225670
2023-03-01 17.27708776670460
2023-04-01 17.01160715744580
2023-05-01 17.12442087749320
2023-06-01 17.47377081450620
2023-07-01 17.31457505042070
2023-08-01 17.20154059007730
2023-09-01 17.31523752724800
2023-10-01 17.39942946629100
2023-11-01 17.50034665992670
2023-12-01 17.66642374407210
2024-01-01 18.03716597889000
2024-02-01 17.95254140411770
2024-03-01 17.85748973800950
2024-04-01 18.15785613900620
2024-05-01 17.77745243072770
2024-06-01 17.69260443651330
2024-07-01 17.54661041749810
2024-08-01 17.67127804993480
2024-09-01 17.64783482418410
2024-10-01 17.37120098153650
2024-11-01 16.76031158158910
2024-12-01 16.96732371761080
2025-01-01 17.92711420800800
2025-02-01 17.85739032653610
2025-03-01 17.77007199834750
2025-04-01 17.69776390024920
2025-05-01 17.74541026676830
2025-06-01 17.43607510013610
2025-07-01 17.69130983982300
2025-08-01 17.61999729560850
2025-09-01 17.69001276053860
2025-10-01 17.80371913218190
2025-11-01 17.88693891787120
2025-12-01 18.05606922385110
2026-01-01 17.72480251367140
2026-02-01 17.99302974775060
2026-03-01 18.01588611262780
2026-04-01 17.96424039025450
2026-05-01 18.03614134927590
2026-06-01 18.06718218168210

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