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 2026-07-01
Last Updated 2026-08-21 7:23 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 15.57128954866180
1990-02-01 15.56902519082380
1990-03-01 15.97574904140090
1990-04-01 15.95555389967400
1990-05-01 16.16556363062800
1990-06-01 16.16340875546570
1990-07-01 16.00391755342440
1990-08-01 16.04008988015370
1990-09-01 16.07724625860470
1990-10-01 15.99632666485290
1990-11-01 15.79615272227400
1990-12-01 16.48699858709700
1991-01-01 15.36013570305880
1991-02-01 15.46693608316770
1991-03-01 15.48733401348550
1991-04-01 14.46229260345020
1991-05-01 14.46589105150650
1991-06-01 14.58151684251980
1991-07-01 14.47565347292570
1991-08-01 14.92010676436200
1991-09-01 14.69531249246180
1991-10-01 14.31372263683650
1991-11-01 14.20450067987100
1991-12-01 14.19434671238010
1992-01-01 14.72356330497530
1992-02-01 14.54172414659330
1992-03-01 14.10059024702520
1992-04-01 14.57804606836190
1992-05-01 14.28046264028920
1992-06-01 14.29850937515400
1992-07-01 14.23903392939610
1992-08-01 14.09395471648230
1992-09-01 14.02770888310980
1992-10-01 14.33197196416340
1992-11-01 14.41909542089120
1992-12-01 14.60373648616930
1993-01-01 14.37110961813230
1993-02-01 14.31724444600800
1993-03-01 14.23485063074130
1993-04-01 13.69358497589110
1993-05-01 13.78871744014680
1993-06-01 13.50802558556370
1993-07-01 13.48657639948730
1993-08-01 13.36248475517680
1993-09-01 13.37378855745420
1993-10-01 13.35244223293600
1993-11-01 13.44400472894960
1993-12-01 13.49733302318900
1994-01-01 12.81758315364470
1994-02-01 12.69682718901910
1994-03-01 12.65111996089740
1994-04-01 13.04466276363260
1994-05-01 13.00449598547820
1994-06-01 13.02630099713260
1994-07-01 13.42621307758480
1994-08-01 13.54112332435430
1994-09-01 13.30200615568220
1994-10-01 13.03655912919070
1994-11-01 13.13538428573330
1994-12-01 13.27670195251260
1995-01-01 13.69435478361390
1995-02-01 13.73164637889240
1995-03-01 13.79104322659180
1995-04-01 13.49729820105200
1995-05-01 13.32418832569230
1995-06-01 13.44561540339460
1995-07-01 12.84080156904040
1995-08-01 12.89817336713530
1995-09-01 12.90843555153440
1995-10-01 13.00907059717270
1995-11-01 12.93135614530620
1995-12-01 12.94022973162220
1996-01-01 13.20089721997670
1996-02-01 13.48704893533050
1996-03-01 13.52811311323930
1996-04-01 14.47057872764410
1996-05-01 14.26439294519680
1996-06-01 14.34578760423820
1996-07-01 12.86098281277660
1996-08-01 12.95626593462700
1996-09-01 13.08516874366590
1996-10-01 12.95151293813170
1996-11-01 13.10717183954380
1996-12-01 13.40244051989900
1997-01-01 13.63596909174100
1997-02-01 13.76338812378260
1997-03-01 13.91183420758570
1997-04-01 13.93310723047540
1997-05-01 14.00740200547060
1997-06-01 14.01868978590110
1997-07-01 14.56962187832760
1997-08-01 14.50074777221580
1997-09-01 14.53791725173810
1997-10-01 15.12511996772330
1997-11-01 15.19943829910510
1997-12-01 15.25989806169190
1998-01-01 14.78634841636310
1998-02-01 14.43121823808180
1998-03-01 14.58268311066830
1998-04-01 13.99500093390460
1998-05-01 14.25353887413770
1998-06-01 14.08438062257390
1998-07-01 14.17919804244880
1998-08-01 14.15205470056370
1998-09-01 13.97869965488610
1998-10-01 13.99727275221580
1998-11-01 14.00138683911160
1998-12-01 14.13688003670770
1999-01-01 14.05190431899840
1999-02-01 14.20397617446230
1999-03-01 14.35884323981340
1999-04-01 14.51050006615300
1999-05-01 14.77539458121800
1999-06-01 15.04109205050500
1999-07-01 15.09705684017000
1999-08-01 15.27946530844040
1999-09-01 15.31165304455910
1999-10-01 15.63679961599510
1999-11-01 15.75706791935570
1999-12-01 15.75941481728970
2000-01-01 15.78709792345270
2000-02-01 15.83354180454290
2000-03-01 15.68770395105970
2000-04-01 15.50144063028140
2000-05-01 15.76757052277650
2000-06-01 15.97598890372260
2000-07-01 15.87286375025570
2000-08-01 16.24193709817390
2000-09-01 15.97711675438450
2000-10-01 15.58215434789800
2000-11-01 15.63198321590110
2000-12-01 15.48713572702390
2001-01-01 15.38562239943990
2001-02-01 15.42496168900440
2001-03-01 15.40398474115730
2001-04-01 15.38929201780460
2001-05-01 15.32294713470180
2001-06-01 15.01147241767950
2001-07-01 15.59343277199240
2001-08-01 16.03159474201260
2001-09-01 15.66653468905580
2001-10-01 15.76594578423660
2001-11-01 15.49521904900960
2001-12-01 15.18617766292060
2002-01-01 15.85709190740670
2002-02-01 15.98733607453770
2002-03-01 16.18541456998010
2002-04-01 16.47794574572150
2002-05-01 16.39187173458020
2002-06-01 16.28880874773620
2002-07-01 16.43004239811870
2002-08-01 16.44552220928090
2002-09-01 16.29160154518710
2002-10-01 16.02909953795210
2002-11-01 16.12532203494440
2002-12-01 15.83978784292220
2003-01-01 16.21634280059520
2003-02-01 16.16280510646200
2003-03-01 16.26231788606600
2003-04-01 16.16852778654490
2003-05-01 16.29297541560670
2003-06-01 16.39229165652410
2003-07-01 15.76001846545190
2003-08-01 16.03345154474520
2003-09-01 15.74017124807400
2003-10-01 16.39980114328420
2003-11-01 16.32947035839040
2003-12-01 16.58921118542380
2004-01-01 16.66089849237200
2004-02-01 16.73035580192120
2004-03-01 16.62313647137690
2004-04-01 17.78535811143900
2004-05-01 18.32364037292380
2004-06-01 18.40517778820490
2004-07-01 16.49086274494730
2004-08-01 16.70815592577420
2004-09-01 16.80025098666340
2004-10-01 17.45310585652500
2004-11-01 18.02010548253790
2004-12-01 18.12721117772920
2005-01-01 17.79707993407060
2005-02-01 17.98759128447180
2005-03-01 18.00003515300780
2005-04-01 18.13401558163540
2005-05-01 17.87631652313200
2005-06-01 17.82540211163270
2005-07-01 18.00805577697310
2005-08-01 17.97070965080080
2005-09-01 18.04421320835790
2005-10-01 17.78465408599630
2005-11-01 17.90916242606220
2005-12-01 17.78149831993950
2006-01-01 17.63889399277170
2006-02-01 17.53855653990640
2006-03-01 17.77576472589450
2006-04-01 18.09339034526550
2006-05-01 17.84426512029820
2006-06-01 18.16980721442410
2006-07-01 18.20377798837250
2006-08-01 18.22936189391290
2006-09-01 17.86108233755100
2006-10-01 17.38736491061320
2006-11-01 17.61109039380090
2006-12-01 17.55042683272260
2007-01-01 17.89199972117150
2007-02-01 18.00854027427290
2007-03-01 17.87203416576950
2007-04-01 17.53849026073120
2007-05-01 17.60424534461820
2007-06-01 17.41515040629640
2007-07-01 17.18807564447890
2007-08-01 17.18300574219150
2007-09-01 16.95955886228040
2007-10-01 16.76020264789460
2007-11-01 16.92242871741460
2007-12-01 16.85193021400270
2008-01-01 16.76165894489250
2008-02-01 16.79880644088280
2008-03-01 16.58462761677210
2008-04-01 16.37907599936220
2008-05-01 16.42423832331320
2008-06-01 16.35009676555650
2008-07-01 16.27693535440690
2008-08-01 16.24578184790970
2008-09-01 16.34167405762300
2008-10-01 16.41432384124330
2008-11-01 16.11661750725620
2008-12-01 16.55052554789400
2009-01-01 15.87711257797750
2009-02-01 15.62940674678180
2009-03-01 15.33561455639240
2009-04-01 15.00327516817390
2009-05-01 14.80206954851100
2009-06-01 14.66059530071450
2009-07-01 14.66747367310140
2009-08-01 14.42112920401060
2009-09-01 14.30135796072200
2009-10-01 14.24945098599040
2009-11-01 14.19149521607510
2009-12-01 14.55683854947590
2010-01-01 14.34140422092820
2010-02-01 14.21070212891430
2010-03-01 14.10796831950740
2010-04-01 13.99137540322730
2010-05-01 13.65297676204990
2010-06-01 13.65736614400130
2010-07-01 13.55076955418570
2010-08-01 13.48336603847060
2010-09-01 13.44827918882240
2010-10-01 13.40346564613950
2010-11-01 13.34923574231560
2010-12-01 13.47610405354060
2011-01-01 13.44280776094880
2011-02-01 13.52660129349970
2011-03-01 13.59371075572360
2011-04-01 13.75272980850910
2011-05-01 13.87728455885960
2011-06-01 13.92052576872910
2011-07-01 14.02648982895170
2011-08-01 14.04030236577900
2011-09-01 13.90572499509130
2011-10-01 13.96778052685410
2011-11-01 13.92831156595990
2011-12-01 13.62284688649530
2012-01-01 13.73397519309150
2012-02-01 13.84218563753210
2012-03-01 13.96893028937510
2012-04-01 14.31340322647410
2012-05-01 14.17740428219240
2012-06-01 14.26291471690940
2012-07-01 14.50970897210090
2012-08-01 14.30122404253260
2012-09-01 14.49128266287450
2012-10-01 14.35689159512200
2012-11-01 14.51296467443850
2012-12-01 14.36658936310100
2013-01-01 14.40444409218240
2013-02-01 14.32941009085250
2013-03-01 14.41650831217740
2013-04-01 14.49567355011130
2013-05-01 14.39364213820580
2013-06-01 14.40817414862520
2013-07-01 14.38715469132770
2013-08-01 14.67670783055830
2013-09-01 14.78219797197580
2013-10-01 14.85829043668270
2013-11-01 15.01604334007220
2013-12-01 15.11111874674350
2014-01-01 15.04369871453870
2014-02-01 15.27964660799270
2014-03-01 15.22892225577540
2014-04-01 15.39533133850780
2014-05-01 15.73977284043200
2014-06-01 15.96258667880710
2014-07-01 15.67078423969690
2014-08-01 15.55793934107270
2014-09-01 15.49446510274120
2014-10-01 15.67254637343170
2014-11-01 15.51834181460220
2014-12-01 15.64158667675790
2015-01-01 15.96552140991350
2015-02-01 15.68760509882120
2015-03-01 16.01136820403470
2015-04-01 16.30931818102210
2015-05-01 16.42423494162840
2015-06-01 16.54986131869110
2015-07-01 16.44249447612310
2015-08-01 16.54820037299070
2015-09-01 16.70268590499410
2015-10-01 16.88415831998350
2015-11-01 17.02150442502340
2015-12-01 17.16635176064470
2016-01-01 17.28553851157780
2016-02-01 17.17452684735250
2016-03-01 17.47985195063850
2016-04-01 17.21690842100730
2016-05-01 17.24233913893350
2016-06-01 17.24892329339050
2016-07-01 17.71753486056490
2016-08-01 17.84496103726350
2016-09-01 17.91297255802310
2016-10-01 17.78680485042070
2016-11-01 17.70854687191400
2016-12-01 17.98570057847600
2017-01-01 18.00580874115710
2017-02-01 18.25137805034100
2017-03-01 18.34470036584110
2017-04-01 18.32066941162540
2017-05-01 18.59249173003100
2017-06-01 18.66925787910830
2017-07-01 18.38134939767430
2017-08-01 18.45802557689750
2017-09-01 18.30218839689220
2017-10-01 18.37887691756890
2017-11-01 18.47572369708830
2017-12-01 18.39656143932360
2018-01-01 18.43037962181980
2018-02-01 18.43773742593870
2018-03-01 18.42577584796300
2018-04-01 18.43133582097750
2018-05-01 18.35133675774980
2018-06-01 18.18459240512830
2018-07-01 18.34573662128840
2018-08-01 18.36887148848310
2018-09-01 18.49270306301590
2018-10-01 18.44928953343410
2018-11-01 18.43661062304540
2018-12-01 18.40902156959960
2019-01-01 18.24752102963670
2019-02-01 18.32240604472200
2019-03-01 18.33748326962430
2019-04-01 18.35697328300150
2019-05-01 18.19216773918670
2019-06-01 18.31548443777750
2019-07-01 18.29596793649000
2019-08-01 18.28229095534520
2019-09-01 18.17540766422280
2019-10-01 18.10214125289790
2019-11-01 17.89711055609040
2019-12-01 17.92488714760470
2020-01-01 18.15243609215840
2020-02-01 18.72532097795760
2020-03-01 18.18225877659160
2020-04-01 9.59375646350190
2020-05-01 9.41050143628280
2020-06-01 11.42725538334700
2020-07-01 10.85375327489700
2020-08-01 11.08465418224690
2020-09-01 10.85832394713860
2020-10-01 11.75181304462400
2020-11-01 11.77070274313580
2020-12-01 10.84830453561200
2021-01-01 9.63608884616374
2021-02-01 10.83816909642950
2021-03-01 11.13858953143050
2021-04-01 12.62502287668110
2021-05-01 12.91519521755450
2021-06-01 13.34691927050190
2021-07-01 13.81622700888100
2021-08-01 14.08646121370060
2021-09-01 14.23798883736910
2021-10-01 14.50944804924300
2021-11-01 14.53796828795420
2021-12-01 14.76160006363340
2022-01-01 14.72359757842720
2022-02-01 15.36288653633210
2022-03-01 15.38837056054060
2022-04-01 15.45972772143700
2022-05-01 15.81943712320710
2022-06-01 15.76187112650410
2022-07-01 15.98355200054410
2022-08-01 16.07078522194080
2022-09-01 16.12157093884260
2022-10-01 16.17659938957760
2022-11-01 16.32480025077150
2022-12-01 16.27683156516920
2023-01-01 16.51107933147120
2023-02-01 16.57340741106900
2023-03-01 16.62462853000040
2023-04-01 16.87668563043340
2023-05-01 17.12043206446500
2023-06-01 17.28892122294670
2023-07-01 17.06494483908140
2023-08-01 17.26098741074980
2023-09-01 17.40647259017830
2023-10-01 17.45525812044420
2023-11-01 17.51183814463770
2023-12-01 17.57979049745010
2024-01-01 17.60716351734330
2024-02-01 17.48098466040090
2024-03-01 17.54256699086200
2024-04-01 17.68262243144860
2024-05-01 17.53381639445190
2024-06-01 17.50350923002330
2024-07-01 17.56194366854670
2024-08-01 17.24977360776560
2024-09-01 17.39198494844260
2024-10-01 17.44483067226510
2024-11-01 17.41738987398510
2024-12-01 17.27583823804030
2025-01-01 17.20295931595200
2025-02-01 17.18035141082520
2025-03-01 17.24632062178380
2025-04-01 17.07293028200480
2025-05-01 16.95024253409750
2025-06-01 16.91230715090000
2025-07-01 17.16707679622310
2025-08-01 17.15507708297110
2025-09-01 17.18922781668030
2025-10-01 17.13961492061290
2025-11-01 17.01382858278940
2025-12-01 17.26045193964640
2026-01-01 17.30341310329160
2026-02-01 17.38073346499140
2026-03-01 17.33609162858990
2026-04-01 17.37232429984950
2026-05-01 17.47440167444550
2026-06-01 17.51837119012850
2026-07-01 17.46582842064180

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