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 2026-07-01
Last Updated 2026-08-21 7:22 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 23.84306610498450
1990-02-01 23.96801136718190
1990-03-01 24.02905466816700
1990-04-01 24.16572421807210
1990-05-01 23.92074609603480
1990-06-01 23.78106858276140
1990-07-01 23.82934829739580
1990-08-01 23.85903607035880
1990-09-01 23.77924055562400
1990-10-01 23.63135694834030
1990-11-01 23.83823737942550
1990-12-01 23.76977344105600
1991-01-01 23.93379064103050
1991-02-01 23.96802073952200
1991-03-01 23.80942939039180
1991-04-01 23.76951023578680
1991-05-01 23.82268065305500
1991-06-01 23.88220644038950
1991-07-01 23.81973637077460
1991-08-01 23.87028473867120
1991-09-01 23.80054469699420
1991-10-01 23.92623969144500
1991-11-01 24.04817858164230
1991-12-01 23.89264140732010
1992-01-01 23.00215276331010
1992-02-01 23.25118780623710
1992-03-01 23.16465604943430
1992-04-01 23.18568081778480
1992-05-01 23.43498782010460
1992-06-01 23.30065326864690
1992-07-01 22.72128261536130
1992-08-01 23.08588893533580
1992-09-01 23.13040142602660
1992-10-01 22.89680458610290
1992-11-01 22.84933073228600
1992-12-01 23.01041575242930
1993-01-01 22.76873898205760
1993-02-01 22.83006885467930
1993-03-01 23.20930347920330
1993-04-01 22.71157328227310
1993-05-01 22.66442460386190
1993-06-01 22.54118660317840
1993-07-01 22.52724897153610
1993-08-01 22.40097106717080
1993-09-01 22.54568451606220
1993-10-01 22.56097398505090
1993-11-01 22.23760680957720
1993-12-01 22.50350130994790
1994-01-01 22.86187776639150
1994-02-01 22.80893444046960
1994-03-01 23.03534667137120
1994-04-01 23.24394631296470
1994-05-01 23.40892164332060
1994-06-01 23.61116161374680
1994-07-01 23.64462741672880
1994-08-01 23.51297861167350
1994-09-01 23.23165545746850
1994-10-01 23.11909444762130
1994-11-01 23.40112902181500
1994-12-01 23.46754258194650
1995-01-01 23.87706645410390
1995-02-01 24.01043856601610
1995-03-01 24.09091690011660
1995-04-01 24.08244040245580
1995-05-01 23.95788665154210
1995-06-01 23.88801533081180
1995-07-01 23.93726701859890
1995-08-01 24.19540332856790
1995-09-01 24.09335052834150
1995-10-01 24.30314261401670
1995-11-01 24.26974862458430
1995-12-01 24.01414938372210
1996-01-01 25.41069558529480
1996-02-01 25.32622662797270
1996-03-01 24.98476410179730
1996-04-01 24.73111121605120
1996-05-01 24.59215658700570
1996-06-01 24.54286673367590
1996-07-01 24.51327956401430
1996-08-01 24.43196282774170
1996-09-01 24.63409551667270
1996-10-01 24.70956560489670
1996-11-01 24.65298652837820
1996-12-01 24.66309058479110
1997-01-01 24.36822637824970
1997-02-01 24.47652589825810
1997-03-01 24.94167267045490
1997-04-01 25.47228210113710
1997-05-01 24.40065307453300
1997-06-01 24.52548724608070
1997-07-01 24.85250236795010
1997-08-01 24.84264593205550
1997-09-01 25.04896835015510
1997-10-01 24.95282980138210
1997-11-01 25.08863571474650
1997-12-01 25.24322473540010
1998-01-01 25.04829999819210
1998-02-01 24.96505952882550
1998-03-01 25.20979794979160
1998-04-01 24.57535823535050
1998-05-01 23.77301590855260
1998-06-01 24.03859368017740
1998-07-01 24.48248894786270
1998-08-01 24.45498591937350
1998-09-01 24.45854607632840
1998-10-01 24.62725859744600
1998-11-01 24.74847505743790
1998-12-01 24.86299619347800
1999-01-01 25.02637648234780
1999-02-01 25.07217023119580
1999-03-01 24.87572557216140
1999-04-01 24.85241741373530
1999-05-01 25.02066757848760
1999-06-01 24.92173761045050
1999-07-01 24.91323873666470
1999-08-01 24.86747274129790
1999-09-01 24.42046590863860
1999-10-01 24.18804816961350
1999-11-01 24.01807892468650
1999-12-01 23.91630788153120
2000-01-01 23.79332643209480
2000-02-01 23.84990773466530
2000-03-01 23.78687515463380
2000-04-01 24.12527295319610
2000-05-01 24.06810972416630
2000-06-01 24.41568002583460
2000-07-01 24.69926800329410
2000-08-01 24.40356477084430
2000-09-01 24.63077306217130
2000-10-01 24.40792299470270
2000-11-01 24.25568854827360
2000-12-01 24.27490522891130
2001-01-01 24.83720844660240
2001-02-01 24.69469084345610
2001-03-01 24.74899594496350
2001-04-01 24.91660854701200
2001-05-01 25.22350436396320
2001-06-01 24.55194993897070
2001-07-01 24.12319142279190
2001-08-01 23.59111278942720
2001-09-01 23.67215653024170
2001-10-01 22.88966550673520
2001-11-01 22.77577112844870
2001-12-01 22.51870049437760
2002-01-01 22.14279475103370
2002-02-01 22.00210880534000
2002-03-01 22.15477619417230
2002-04-01 22.31816636649270
2002-05-01 22.59159859617980
2002-06-01 22.63520296502060
2002-07-01 22.89142762026170
2002-08-01 23.34576662224440
2002-09-01 22.92179648190430
2002-10-01 23.44611411452490
2002-11-01 23.45820585129700
2002-12-01 23.44784003492680
2003-01-01 23.11214226988580
2003-02-01 23.28208380498460
2003-03-01 23.06007355714980
2003-04-01 22.63537269129630
2003-05-01 22.25838167335570
2003-06-01 22.36387256197820
2003-07-01 22.15846722375630
2003-08-01 22.72101617490600
2003-09-01 22.29582015527290
2003-10-01 22.57974978204240
2003-11-01 22.53339437587400
2003-12-01 22.46436217183700
2004-01-01 22.85299599880970
2004-02-01 22.53833108862290
2004-03-01 22.70035470842850
2004-04-01 22.55769238327620
2004-05-01 22.82807361374950
2004-06-01 22.80841454916700
2004-07-01 23.01821470479590
2004-08-01 22.89412986949840
2004-09-01 23.44771410839270
2004-10-01 22.81998677222770
2004-11-01 22.89699952631960
2004-12-01 23.17191009111210
2005-01-01 23.29970959920900
2005-02-01 23.31181174013980
2005-03-01 23.50054345189230
2005-04-01 23.26917476527070
2005-05-01 23.10237006830260
2005-06-01 23.04647746104800
2005-07-01 22.93717228415160
2005-08-01 22.94947513601370
2005-09-01 23.16048371750720
2005-10-01 23.28446978808400
2005-11-01 23.37385276685100
2005-12-01 23.16801763597230
2006-01-01 23.45348777457010
2006-02-01 23.61369965390720
2006-03-01 23.64631831836400
2006-04-01 23.66153824843180
2006-05-01 23.69004228741090
2006-06-01 23.77431484542320
2006-07-01 23.53650534556800
2006-08-01 23.38352924852930
2006-09-01 23.22885146989120
2006-10-01 23.46951273541070
2006-11-01 23.23862340118590
2006-12-01 23.26898061245530
2007-01-01 23.32671345125890
2007-02-01 23.24899834800960
2007-03-01 23.32319192166170
2007-04-01 23.53885177924300
2007-05-01 23.89149856865970
2007-06-01 23.78715127384960
2007-07-01 24.41253352272030
2007-08-01 24.18808641552820
2007-09-01 24.19720920463250
2007-10-01 24.14772161743980
2007-11-01 24.42817523183910
2007-12-01 24.67419739575140
2008-01-01 24.39758546363920
2008-02-01 24.68766927600740
2008-03-01 24.60168008502480
2008-04-01 24.61045191286350
2008-05-01 24.50356967860540
2008-06-01 24.49729680014030
2008-07-01 24.59214294857890
2008-08-01 24.57982577153420
2008-09-01 24.56071494085760
2008-10-01 24.43276519292080
2008-11-01 24.32210934045300
2008-12-01 24.59435141098260
2009-01-01 23.67879727154420
2009-02-01 23.22153370242070
2009-03-01 22.86165294530130
2009-04-01 22.86597197859490
2009-05-01 22.81583364711020
2009-06-01 22.68455210813330
2009-07-01 22.57693034402220
2009-08-01 22.48193781774410
2009-09-01 22.33864531653510
2009-10-01 22.12775933288460
2009-11-01 22.15049603410340
2009-12-01 22.03832438900010
2010-01-01 22.15381279466370
2010-02-01 21.92780365347700
2010-03-01 21.97783631440220
2010-04-01 22.10768213882460
2010-05-01 21.89742265095070
2010-06-01 21.94990067763290
2010-07-01 21.99463909958900
2010-08-01 21.92440317329430
2010-09-01 22.05081440875530
2010-10-01 22.13839961735110
2010-11-01 21.98005460728800
2010-12-01 21.89379587584730
2011-01-01 22.52227627355640
2011-02-01 22.50866508526820
2011-03-01 22.45731678683670
2011-04-01 22.53804115989860
2011-05-01 22.56359970329830
2011-06-01 22.58466854598290
2011-07-01 22.84219171227730
2011-08-01 22.90105738608370
2011-09-01 23.39409763995060
2011-10-01 23.05308055350530
2011-11-01 23.13307738172820
2011-12-01 22.94183643743830
2012-01-01 22.67364191291090
2012-02-01 22.75775073875010
2012-03-01 22.59692272050970
2012-04-01 23.09534560623190
2012-05-01 23.21566236814450
2012-06-01 23.43560532965870
2012-07-01 23.50182359391500
2012-08-01 23.79175929568150
2012-09-01 23.65239143385330
2012-10-01 23.68939996719070
2012-11-01 23.64706769674990
2012-12-01 23.66765815934780
2013-01-01 23.73212730206270
2013-02-01 23.89083756666360
2013-03-01 23.82635452532780
2013-04-01 23.77182374010820
2013-05-01 23.69063799949850
2013-06-01 23.51376782063370
2013-07-01 22.76039146828920
2013-08-01 22.76030914081430
2013-09-01 22.60072491394530
2013-10-01 22.92617585128710
2013-11-01 22.95132683439510
2013-12-01 23.08454215735680
2014-01-01 23.19359196470340
2014-02-01 23.01526141435550
2014-03-01 23.04397800490910
2014-04-01 23.06509017378370
2014-05-01 23.08580130126550
2014-06-01 23.22919770011040
2014-07-01 23.00899948421900
2014-08-01 23.02211014757530
2014-09-01 23.14212338646150
2014-10-01 22.66011584834480
2014-11-01 22.92273707814600
2014-12-01 23.09259894822010
2015-01-01 23.03947300067750
2015-02-01 23.05337376275030
2015-03-01 23.18099316177860
2015-04-01 22.86113782556720
2015-05-01 23.01748093969610
2015-06-01 23.07084115306560
2015-07-01 23.44287878215730
2015-08-01 23.15265117111480
2015-09-01 23.16247017696380
2015-10-01 23.17570630711150
2015-11-01 23.41987754870990
2015-12-01 23.08176514295770
2016-01-01 23.18749812310510
2016-02-01 23.18997203104280
2016-03-01 23.02584103279990
2016-04-01 23.07571727298310
2016-05-01 23.07558917118680
2016-06-01 22.93267548823990
2016-07-01 23.06504328688360
2016-08-01 23.05491091974680
2016-09-01 22.96534319102680
2016-10-01 22.87986594275760
2016-11-01 23.10453058506810
2016-12-01 22.24630699687580
2017-01-01 22.43191462786070
2017-02-01 22.45933069388220
2017-03-01 22.83647674054850
2017-04-01 22.60071622616330
2017-05-01 22.44911664807450
2017-06-01 22.39368758715890
2017-07-01 22.35832406130780
2017-08-01 22.29702040664130
2017-09-01 22.35912163766730
2017-10-01 22.35832392558330
2017-11-01 22.49502376575360
2017-12-01 22.29621818052280
2018-01-01 22.50525395683440
2018-02-01 22.57927580554130
2018-03-01 22.69425064246940
2018-04-01 22.64002511057080
2018-05-01 22.62756514371330
2018-06-01 22.61277394204730
2018-07-01 22.62574409279300
2018-08-01 22.60752151402640
2018-09-01 22.72347903329960
2018-10-01 22.93899937991860
2018-11-01 22.88381788502690
2018-12-01 23.24844847576030
2019-01-01 23.38902654240610
2019-02-01 23.85383729794430
2019-03-01 23.90478770760550
2019-04-01 23.49073867409780
2019-05-01 23.48243779255550
2019-06-01 23.39985466935510
2019-07-01 23.15064110638810
2019-08-01 23.20331670712540
2019-09-01 23.26543430537930
2019-10-01 23.12515544846760
2019-11-01 23.07730859991060
2019-12-01 23.44198518010220
2020-01-01 23.39957033437050
2020-02-01 23.65272914994650
2020-03-01 22.68973523739850
2020-04-01 9.95715260963527
2020-05-01 9.01762264019074
2020-06-01 9.34031590864626
2020-07-01 9.35964229875163
2020-08-01 9.21576923855813
2020-09-01 8.49189424636227
2020-10-01 8.85644256732319
2020-11-01 8.68720133598046
2020-12-01 8.27785977747967
2021-01-01 6.89725657915150
2021-02-01 7.83413969460129
2021-03-01 7.95723005396882
2021-04-01 8.28448847641386
2021-05-01 8.51302816197134
2021-06-01 9.59470231648776
2021-07-01 11.37106259974760
2021-08-01 11.95803185222780
2021-09-01 12.23799200218770
2021-10-01 12.31599710850110
2021-11-01 12.50246657082020
2021-12-01 13.25462073103870
2022-01-01 12.71107578238420
2022-02-01 13.07098557601330
2022-03-01 13.64620530469650
2022-04-01 14.27255072596420
2022-05-01 14.88532970314890
2022-06-01 15.05972933065710
2022-07-01 15.61947223661980
2022-08-01 15.75224253170380
2022-09-01 16.20323546191510
2022-10-01 16.41036535184080
2022-11-01 16.74770665984030
2022-12-01 16.51811075326380
2023-01-01 17.02756092575140
2023-02-01 16.93821139766720
2023-03-01 17.27871653564020
2023-04-01 17.01958190859070
2023-05-01 17.12868606750520
2023-06-01 17.47594857802890
2023-07-01 17.30830861535910
2023-08-01 17.19575256417090
2023-09-01 17.30974179012650
2023-10-01 17.39493924253230
2023-11-01 17.49701015746260
2023-12-01 17.66918547171930
2024-01-01 18.03541176749540
2024-02-01 17.95572066653350
2024-03-01 17.86076882916230
2024-04-01 18.16877280286810
2024-05-01 17.78621155198890
2024-06-01 17.70277334828260
2024-07-01 17.53611751688180
2024-08-01 17.66066287057630
2024-09-01 17.63912611381970
2024-10-01 17.36458386129910
2024-11-01 16.75591714396090
2024-12-01 16.96781059558290
2025-01-01 17.92502048258180
2025-02-01 17.86055643840810
2025-03-01 17.77459569100230
2025-04-01 17.71184223264060
2025-05-01 17.75908498072010
2025-06-01 17.45541333935240
2025-07-01 17.67772691822310
2025-08-01 17.60374723288160
2025-09-01 17.67753217197200
2025-10-01 17.79496976343830
2025-11-01 17.88167283241430
2025-12-01 18.05466797079920
2026-01-01 17.72274602504000
2026-02-01 17.99670555164570
2026-03-01 18.02181067816750
2026-04-01 17.98004964601950
2026-05-01 18.05392365547130
2026-06-01 18.09253593655860
2026-07-01 18.20677545062840

Back to Top