Table Data - All Employees: Leisure and Hospitality: Accommodation in Riverside-San Bernardino-Ontario, CA (MSA)

Title All Employees: Leisure and Hospitality: Accommodation in Riverside-San Bernardino-Ontario, CA (MSA)
Series ID SMU06401407072100001SA
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 10:37 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 15.57129030290040
1990-02-01 15.56902521890270
1990-03-01 15.97574903040900
1990-04-01 15.95555446007580
1990-05-01 16.16556403870810
1990-06-01 16.16340908994280
1990-07-01 16.00391781681910
1990-08-01 16.04009029724970
1990-09-01 16.07724645454410
1990-10-01 15.99632686947830
1990-11-01 15.79615293942050
1990-12-01 16.48699522462960
1991-01-01 15.36013643069160
1991-02-01 15.46693615950410
1991-03-01 15.48733403928740
1991-04-01 14.46229314309270
1991-05-01 14.46589142434760
1991-06-01 14.58151714488580
1991-07-01 14.47565371618830
1991-08-01 14.92010715359250
1991-09-01 14.69531269972700
1991-10-01 14.31372284619510
1991-11-01 14.20450092726920
1991-12-01 14.19434347452950
1992-01-01 14.72356398017490
1992-02-01 14.54172424771490
1992-03-01 14.10059029109930
1992-04-01 14.57804657665990
1992-05-01 14.28046297636210
1992-06-01 14.29850960786190
1992-07-01 14.23903413672550
1992-08-01 14.09395505753480
1992-09-01 14.02770905940730
1992-10-01 14.33197210375310
1992-11-01 14.41909559697900
1992-12-01 14.60373387041370
1993-01-01 14.37111021248210
1993-02-01 14.31724453102530
1993-03-01 14.23485069009330
1993-04-01 13.69358535408980
1993-05-01 13.78871764468970
1993-06-01 13.50802564484500
1993-07-01 13.48657665373870
1993-08-01 13.36248506383620
1993-09-01 13.37378872861490
1993-10-01 13.35244231403490
1993-11-01 13.44400483802170
1993-12-01 13.49733120632620
1994-01-01 12.81758353854350
1994-02-01 12.69682724122330
1994-03-01 12.65112000222500
1994-04-01 13.04466302180020
1994-05-01 13.00449604865050
1994-06-01 13.02630085262340
1994-07-01 13.42621338009790
1994-08-01 13.54112361688590
1994-09-01 13.30200634691860
1994-10-01 13.03655921740970
1994-11-01 13.13538438067060
1994-12-01 13.27670070861060
1995-01-01 13.69435501231090
1995-02-01 13.73164644776460
1995-03-01 13.79104326249560
1995-04-01 13.49729831361980
1995-05-01 13.32418824715860
1995-06-01 13.44561508861260
1995-07-01 12.84080192265090
1995-08-01 12.89817365027220
1995-09-01 12.90843577762580
1995-10-01 13.00907071388750
1995-11-01 12.93135624820960
1995-12-01 12.94022890493440
1996-01-01 13.20089729518360
1996-02-01 13.48704900395040
1996-03-01 13.52811310324490
1996-04-01 14.47057876973720
1996-05-01 14.26439282176300
1996-06-01 14.34578723092400
1996-07-01 12.86098314327090
1996-08-01 12.95626620076950
1996-09-01 13.08516895823090
1996-10-01 12.95151305347870
1996-11-01 13.10717189834840
1996-12-01 13.40244005248670
1997-01-01 13.63596911416320
1997-02-01 13.76338816234260
1997-03-01 13.91183416444720
1997-04-01 13.93310717971390
1997-05-01 14.00740187496280
1997-06-01 14.01868944108210
1997-07-01 14.56962220050590
1997-08-01 14.50074800329810
1997-09-01 14.53791743147860
1997-10-01 15.12512004264000
1997-11-01 15.19943828615370
1997-12-01 15.25989794253560
1998-01-01 14.78634835306530
1998-02-01 14.43121821576610
1998-03-01 14.58268303298510
1998-04-01 13.99500080412470
1998-05-01 14.25353875697640
1998-06-01 14.08438060490770
1998-07-01 14.17919824905700
1998-08-01 14.15205480777500
1998-09-01 13.97869978292130
1998-10-01 13.99727281612790
1998-11-01 14.00138680912010
1998-12-01 14.13687991218600
1999-01-01 14.05190426124230
1999-02-01 14.20397616714520
1999-03-01 14.35884318584800
1999-04-01 14.51049990097370
1999-05-01 14.77539451126760
1999-06-01 15.04109239598700
1999-07-01 15.09705691924630
1999-08-01 15.27946526815120
1999-09-01 15.31165308383310
1999-10-01 15.63679961077030
1999-11-01 15.75706785048870
1999-12-01 15.75941469188510
2000-01-01 15.78709786226270
2000-02-01 15.83354180883340
2000-03-01 15.68770394011170
2000-04-01 15.50144048888210
2000-05-01 15.76757050606110
2000-06-01 15.97598987888010
2000-07-01 15.87286342909400
2000-08-01 16.24193689948100
2000-09-01 15.97711668957260
2000-10-01 15.58215423827080
2000-11-01 15.63198307205540
2000-12-01 15.48713558190580
2001-01-01 15.38562234184220
2001-02-01 15.42496174337160
2001-03-01 15.40398486037420
2001-04-01 15.38929195650420
2001-05-01 15.32294729009640
2001-06-01 15.01147398127130
2001-07-01 15.59343186953110
2001-08-01 16.03159429162700
2001-09-01 15.66653460960740
2001-10-01 15.76594554028070
2001-11-01 15.49521882226970
2001-12-01 15.18617751721900
2002-01-01 15.85709188296370
2002-02-01 15.98733619946190
2002-03-01 16.18541482892780
2002-04-01 16.47794580944630
2002-05-01 16.39187204266340
2002-06-01 16.28881084955850
2002-07-01 16.43004089291720
2002-08-01 16.44552151067260
2002-09-01 16.29160145320150
2002-10-01 16.02909917487280
2002-11-01 16.12532172847230
2002-12-01 15.83978769289410
2003-01-01 16.21634283310010
2003-02-01 16.16280532392020
2003-03-01 16.26231829090230
2003-04-01 16.16852803330250
2003-05-01 16.29297590319950
2003-06-01 16.39229378444300
2003-07-01 15.76001665658300
2003-08-01 16.03345066306110
2003-09-01 15.74017116497720
2003-10-01 16.39980070374020
2003-11-01 16.32947002759900
2003-12-01 16.58921104120920
2004-01-01 16.66089858576100
2004-02-01 16.73035613058630
2004-03-01 16.62313692684870
2004-04-01 17.78535848604050
2004-05-01 18.32364088555020
2004-06-01 18.40517967801770
2004-07-01 16.49086092822550
2004-08-01 16.70815506439440
2004-09-01 16.80025088587420
2004-10-01 17.45310541391720
2004-11-01 18.02010517166620
2004-12-01 18.12721103845230
2005-01-01 17.79708005295590
2005-02-01 17.98759167491750
2005-03-01 18.00003560776340
2005-04-01 18.13401599310580
2005-05-01 17.87631704486820
2005-06-01 17.82540347537400
2005-07-01 18.00805425417780
2005-08-01 17.97070886142240
2005-09-01 18.04421314611590
2005-10-01 17.78465370643880
2005-11-01 17.90916218730420
2005-12-01 17.78149820674950
2006-01-01 17.63889412439620
2006-02-01 17.53855694010530
2006-03-01 17.77576507115770
2006-04-01 18.09339068648000
2006-05-01 17.84426547712610
2006-06-01 18.16980800955010
2006-07-01 18.20377703038800
2006-08-01 18.22936133381560
2006-09-01 17.86108226364240
2006-10-01 17.38736464387540
2006-11-01 17.61109023674870
2006-12-01 17.55042673872990
2007-01-01 17.89199983292890
2007-02-01 18.00854059116560
2007-03-01 17.87203437190050
2007-04-01 17.53849051342410
2007-05-01 17.60424555115370
2007-06-01 17.41515064671750
2007-07-01 17.18807527627780
2007-08-01 17.18300543750150
2007-09-01 16.95955879497820
2007-10-01 16.76020250046130
2007-11-01 16.92242863666320
2007-12-01 16.85193011692770
2008-01-01 16.76165901247260
2008-02-01 16.79880666420770
2008-03-01 16.58462767925640
2008-04-01 16.37907612829030
2008-05-01 16.42423838303260
2008-06-01 16.35009675577770
2008-07-01 16.27693531961660
2008-08-01 16.24578179982670
2008-09-01 16.34167401381320
2008-10-01 16.41432381354860
2008-11-01 16.11661751100350
2008-12-01 16.55052545421610
2009-01-01 15.87711238410010
2009-02-01 15.62940689989080
2009-03-01 15.33561459886870
2009-04-01 15.00327520723340
2009-05-01 14.80206963798500
2009-06-01 14.66059533340240
2009-07-01 14.66747368900980
2009-08-01 14.42112921166560
2009-09-01 14.30135793708820
2009-10-01 14.24945095428060
2009-11-01 14.19149521727810
2009-12-01 14.55683846223690
2010-01-01 14.34140382867620
2010-02-01 14.21070232526430
2010-03-01 14.10796847640040
2010-04-01 13.99137547902310
2010-05-01 13.65297695359040
2010-06-01 13.65736625318160
2010-07-01 13.55076961073960
2010-08-01 13.48336601749750
2010-09-01 13.44827901042630
2010-10-01 13.40346537259870
2010-11-01 13.34923553279480
2010-12-01 13.47610385203540
2011-01-01 13.44280716872020
2011-02-01 13.52660166649320
2011-03-01 13.59371126638500
2011-04-01 13.75273025046270
2011-05-01 13.87728491758570
2011-06-01 13.92052641229470
2011-07-01 14.02649028410890
2011-08-01 14.04030245056100
2011-09-01 13.90572440741280
2011-10-01 13.96777951679180
2011-11-01 13.92831032018590
2011-12-01 13.62284539989730
2012-01-01 13.73397067417580
2012-02-01 13.84219245826710
2012-03-01 13.96893029813300
2012-04-01 14.31340383272880
2012-05-01 14.17740518570140
2012-06-01 14.26291667044810
2012-07-01 14.50971048825270
2012-08-01 14.30122462174930
2012-09-01 14.49128151093190
2012-10-01 14.35688901399500
2012-11-01 14.51296129352200
2012-12-01 14.36658507592870
2013-01-01 14.40443379394830
2013-02-01 14.32942143855960
2013-03-01 14.41651351867460
2013-04-01 14.49567234470470
2013-05-01 14.39364209517410
2013-06-01 14.40818398431570
2013-07-01 14.38715680080580
2013-08-01 14.67670916727330
2013-09-01 14.78219767820340
2013-10-01 14.85828872767650
2013-11-01 15.01602419368090
2013-12-01 15.11111420148040
2014-01-01 15.04368449372870
2014-02-01 15.27966313200140
2014-03-01 15.22893206392380
2014-04-01 15.39532668631920
2014-05-01 15.73976919558840
2014-06-01 15.96262165308880
2014-07-01 15.67078348980670
2014-08-01 15.55793836950400
2014-09-01 15.49446280759570
2014-10-01 15.67254222220420
2014-11-01 15.51830298660770
2014-12-01 15.64157852836990
2015-01-01 15.96550482902570
2015-02-01 15.68762175076250
2015-03-01 16.01138914348180
2015-04-01 16.30931945512650
2015-05-01 16.42423706414690
2015-06-01 16.54992757585050
2015-07-01 16.44249169571440
2015-08-01 16.54819173120150
2015-09-01 16.70267146617410
2015-10-01 16.88413962401590
2015-11-01 17.02143477116060
2015-12-01 17.16633266292090
2016-01-01 17.28551902941820
2016-02-01 17.17455157271960
2016-03-01 17.47989292059760
2016-04-01 17.21693761525450
2016-05-01 17.24236803821880
2016-06-01 17.24902602437550
2016-07-01 17.71753049562470
2016-08-01 17.84493134758570
2016-09-01 17.91292198938280
2016-10-01 17.78674344363710
2016-11-01 17.70845280161180
2016-12-01 17.98565227063650
2017-01-01 18.00576773863220
2017-02-01 18.25142719175180
2017-03-01 18.34476297212560
2017-04-01 18.32075002784480
2017-05-01 18.59260806458810
2017-06-01 18.66952546663490
2017-07-01 18.38124992615750
2017-08-01 18.45792192660350
2017-09-01 18.30204005301380
2017-10-01 18.37873034084900
2017-11-01 18.47559596885040
2017-12-01 18.39650747753190
2018-01-01 18.43035968114480
2018-02-01 18.43785660685800
2018-03-01 18.42588790650900
2018-04-01 18.43148315307720
2018-05-01 18.35153317044530
2018-06-01 18.18499345411250
2018-07-01 18.34550647504040
2018-08-01 18.36865643653660
2018-09-01 18.49242927538440
2018-10-01 18.44903945956410
2018-11-01 18.43645405593290
2018-12-01 18.40895880920080
2019-01-01 18.24773688803710
2019-02-01 18.32260094972190
2019-03-01 18.33763792654910
2019-04-01 18.35715592947970
2019-05-01 18.19238712545130
2019-06-01 18.31592580310190
2019-07-01 18.29554511712750
2019-08-01 18.28193402360890
2019-09-01 18.17501902089370
2019-10-01 18.10183329801960
2019-11-01 17.89696602938160
2019-12-01 17.92488704197890
2020-01-01 18.15298700040210
2020-02-01 18.72565736900830
2020-03-01 18.18254838625790
2020-04-01 9.59409286529048
2020-05-01 9.41088703299729
2020-06-01 11.42680637809090
2020-07-01 10.85279432025740
2020-08-01 11.08442778816700
2020-09-01 10.85804219763760
2020-10-01 11.75159824262640
2020-11-01 11.77067182566550
2020-12-01 10.84844912303190
2021-01-01 9.63705939859570
2021-02-01 10.83874864138160
2021-03-01 11.13910354460070
2021-04-01 12.62552229534920
2021-05-01 12.91563739524080
2021-06-01 13.34536088248440
2021-07-01 13.81444468807000
2021-08-01 14.08636107683010
2021-09-01 14.23762498258390
2021-10-01 14.50926333139730
2021-11-01 14.53804436977970
2021-12-01 14.76212435279370
2022-01-01 14.72529377784250
2022-02-01 15.36442455454390
2022-03-01 15.38827013561390
2022-04-01 15.46135156825470
2022-05-01 15.82068586459570
2022-06-01 15.75720688551130
2022-07-01 15.98118407821660
2022-08-01 16.07070355009070
2022-09-01 16.12077610364880
2022-10-01 16.17593500918830
2022-11-01 16.32601642043050
2022-12-01 16.27720026234610
2023-01-01 16.51317520786750
2023-02-01 16.57593567777190
2023-03-01 16.62449026299980
2023-04-01 16.88081589012420
2023-05-01 17.12499272725570
2023-06-01 17.27930647101030
2023-07-01 17.06059488133050
2023-08-01 17.25988161994300
2023-09-01 17.40492591693920
2023-10-01 17.45416731180860
2023-11-01 17.51438820029880
2023-12-01 17.58010675754250
2024-01-01 17.60937015448440
2024-02-01 17.48444108514030
2024-03-01 17.54258803640350
2024-04-01 17.69016612946580
2024-05-01 17.54358208190630
2024-06-01 17.49022265960700
2024-07-01 17.55234855898030
2024-08-01 17.24740304131510
2024-09-01 17.38965589306180
2024-10-01 17.44322452056770
2024-11-01 17.42159686663180
2024-12-01 17.27597511559850
2025-01-01 17.20483802158040
2025-02-01 17.18405533069620
2025-03-01 17.24714974277050
2025-04-01 17.08348738568220
2025-05-01 16.96539978117220
2025-06-01 16.89707354557790
2025-07-01 17.15275341289800
2025-08-01 17.15096146961390
2025-09-01 17.18596389345300
2025-10-01 17.13761078428800
2025-11-01 17.01874627501260
2025-12-01 17.26069516809830
2026-01-01 17.30523085285460
2026-02-01 17.38484256349090
2026-03-01 17.33712784175020
2026-04-01 17.38531075939040
2026-05-01 17.49374806527770
2026-06-01 17.60323288775700

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