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 2025-12-01
Last Updated 2026-01-28 3:26 AM CST
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 15.57186042064270
1990-02-01 15.56905474464720
1990-03-01 15.97576293449490
1990-04-01 15.95596441543200
1990-05-01 16.16586513261170
1990-06-01 16.16365569211620
1990-07-01 16.00411225995490
1990-08-01 16.04039151594940
1990-09-01 16.07739425901960
1990-10-01 15.99648332392370
1990-11-01 15.79632039490390
1990-12-01 16.48446563130680
1991-01-01 15.36068706292760
1991-02-01 15.46700146116800
1991-03-01 15.48737286281050
1991-04-01 14.46268640752270
1991-05-01 14.46616575881980
1991-06-01 14.58173932202550
1991-07-01 14.47583309079740
1991-08-01 14.92038935471840
1991-09-01 14.69547023393790
1991-10-01 14.31388420438890
1991-11-01 14.20469228670240
1991-12-01 14.19191007091520
1992-01-01 14.72407527646930
1992-02-01 14.54180654655520
1992-03-01 14.10063877654920
1992-04-01 14.57841429180360
1992-05-01 14.28070958785190
1992-06-01 14.29866978266900
1992-07-01 14.23918928126480
1992-08-01 14.09420617495600
1992-09-01 14.02784751630530
1992-10-01 14.33208455477090
1992-11-01 14.41923600870640
1992-12-01 14.60177404779690
1993-01-01 14.37156071732360
1993-02-01 14.31731160592260
1993-03-01 14.23490377987200
1993-04-01 13.69385371867050
1993-05-01 13.78885580263630
1993-06-01 13.50803001597980
1993-07-01 13.48678389496140
1993-08-01 13.36272676041120
1993-09-01 13.37393093863300
1993-10-01 13.35251516767390
1993-11-01 13.44409703625400
1993-12-01 13.49597503481500
1994-01-01 12.81787615775130
1994-02-01 12.69686612502400
1994-03-01 12.65115067850060
1994-04-01 13.04483931208550
1994-05-01 13.00451941470090
1994-06-01 13.02612200078600
1994-07-01 13.42647588797550
1994-08-01 13.54136960298680
1994-09-01 13.30217329329420
1994-10-01 13.03664277583170
1994-11-01 13.13546670662590
1994-12-01 13.27577464039120
1995-01-01 13.69452814467790
1995-02-01 13.73169827332240
1995-03-01 13.79105935366050
1995-04-01 13.49736686310270
1995-05-01 13.32409473871160
1995-06-01 13.44528692172280
1995-07-01 12.84111914944480
1995-08-01 12.89842607698350
1995-09-01 12.90863563360700
1995-10-01 13.00917839917900
1995-11-01 12.93144315753580
1995-12-01 12.93961124490220
1996-01-01 13.20095383765390
1996-02-01 13.48710442490610
1996-03-01 13.52808983449120
1996-04-01 14.47059785008380
1996-05-01 14.26426412900120
1996-06-01 14.34540790291800
1996-07-01 12.86128301009840
1996-08-01 12.95650673815200
1996-09-01 13.08536198989570
1996-10-01 12.95162088317520
1996-11-01 13.10722468216800
1996-12-01 13.40208985541900
1997-01-01 13.63598679617520
1997-02-01 13.76342663569760
1997-03-01 13.91178322727540
1997-04-01 13.93307787098610
1997-05-01 14.00725769355350
1997-06-01 14.01833032968410
1997-07-01 14.56990415701130
1997-08-01 14.50096035290980
1997-09-01 14.53807696164620
1997-10-01 15.12519476837720
1997-11-01 15.19943527263960
1997-12-01 15.25981096390660
1998-01-01 14.78630877578560
1998-02-01 14.43121964626970
1998-03-01 14.58261836789610
1998-04-01 13.99494970799580
1998-05-01 14.25342869555990
1998-06-01 14.08415793043330
1998-07-01 14.17938981559460
1998-08-01 14.15219121137950
1998-09-01 13.97881942261030
1998-10-01 13.99734259236390
1998-11-01 14.00138101459410
1998-12-01 14.13680085387330
1999-01-01 14.05187898444710
1999-02-01 14.20399535782590
1999-03-01 14.35879937713580
1999-04-01 14.51044531037700
1999-05-01 14.77532882065380
1999-06-01 15.04102882147340
1999-07-01 15.09714644510160
1999-08-01 15.27951401553010
1999-09-01 15.31171679181300
1999-10-01 15.63683542353990
1999-11-01 15.75705751250930
1999-12-01 15.75936215489600
2000-01-01 15.78708704060990
2000-02-01 15.83356698904880
2000-03-01 15.68768925678680
2000-04-01 15.50139440448840
2000-05-01 15.76754916212850
2000-06-01 15.97611769628060
2000-07-01 15.87281717940990
2000-08-01 16.24189261358890
2000-09-01 15.97711930244020
2000-10-01 15.58214515640790
2000-11-01 15.63196125587760
2000-12-01 15.48711238238220
2001-01-01 15.38564270576690
2001-02-01 15.42502743925560
2001-03-01 15.40405797520010
2001-04-01 15.38921307745540
2001-05-01 15.32292646381430
2001-06-01 15.01171982471310
2001-07-01 15.59327542719420
2001-08-01 16.03148108289910
2001-09-01 15.66649834450630
2001-10-01 15.76590205232740
2001-11-01 15.49518204113650
2001-12-01 15.18618204443580
2002-01-01 15.85714948362120
2002-02-01 15.98744443812570
2002-03-01 16.18557189115760
2002-04-01 16.47783966450490
2002-05-01 16.39184144543210
2002-06-01 16.28914313856190
2002-07-01 16.42977494048330
2002-08-01 16.44535075598340
2002-09-01 16.29154064557310
2002-10-01 16.02903640850660
2002-11-01 16.12526913549410
2002-12-01 15.83980191051720
2003-01-01 16.21644036298830
2003-02-01 16.16297147889520
2003-03-01 16.26255640323320
2003-04-01 16.16839289693000
2003-05-01 16.29294325323960
2003-06-01 16.39262020908090
2003-07-01 15.75968589279710
2003-08-01 16.03325225732790
2003-09-01 15.74009920793290
2003-10-01 16.39973678106390
2003-11-01 16.32941359769220
2003-12-01 16.58923047302050
2004-01-01 16.66101652822660
2004-02-01 16.73056835435190
2004-03-01 16.62338485026410
2004-04-01 17.78522988942640
2004-05-01 18.32360510605630
2004-06-01 18.40546434010590
2004-07-01 16.49052204791070
2004-08-01 16.70796344600560
2004-09-01 16.80017450517760
2004-10-01 17.45304212112870
2004-11-01 18.02005120791180
2004-12-01 18.12722832305550
2005-01-01 17.79719680432530
2005-02-01 17.98783055725540
2005-03-01 18.00028202633680
2005-04-01 18.13387976954920
2005-05-01 17.87629060982890
2005-06-01 17.82559716701140
2005-07-01 18.00776094839550
2005-08-01 17.97054801601260
2005-09-01 18.04415174837920
2005-10-01 17.78460970410470
2005-11-01 17.90911977009740
2005-12-01 17.78151106340790
2006-01-01 17.63898902576020
2006-02-01 17.53877933269010
2006-03-01 17.77593742954300
2006-04-01 18.09329166550170
2006-05-01 17.84424515869450
2006-06-01 18.16990641079700
2006-07-01 18.20358207832680
2006-08-01 18.22925110365160
2006-09-01 17.86103664616310
2006-10-01 17.38733677972900
2006-11-01 17.61106364340540
2006-12-01 17.55043655681450
2007-01-01 17.89206123967470
2007-02-01 18.00870981365250
2007-03-01 17.87213064654920
2007-04-01 17.53843064683290
2007-05-01 17.60423735273360
2007-06-01 17.41516061806020
2007-07-01 17.18798525875400
2007-08-01 17.18294977940160
2007-09-01 16.95953003773730
2007-10-01 16.76019033369450
2007-11-01 16.92241715597180
2007-12-01 16.85193484878460
2008-01-01 16.76168421222750
2008-02-01 16.79892078435180
2008-03-01 16.58464392754770
2008-04-01 16.37905963478390
2008-05-01 16.42423313858060
2008-06-01 16.35007880099070
2008-07-01 16.27691137992640
2008-08-01 16.24576509422490
2008-09-01 16.34165647459510
2008-10-01 16.41431423340690
2008-11-01 16.11661301539360
2008-12-01 16.55052810011020
2009-01-01 15.87711946460810
2009-02-01 15.62947175026650
2009-03-01 15.33561656494140
2009-04-01 15.00326319053950
2009-05-01 14.80206594008710
2009-06-01 14.66058542259610
2009-07-01 14.66746204291370
2009-08-01 14.42112217830310
2009-09-01 14.30135101595790
2009-10-01 14.24944717288610
2009-11-01 14.19149287901290
2009-12-01 14.55684419220680
2010-01-01 14.34141155400580
2010-02-01 14.21073286904630
2010-03-01 14.10796672692860
2010-04-01 13.99137287691890
2010-05-01 13.65297232443790
2010-06-01 13.65735689988020
2010-07-01 13.55075874806000
2010-08-01 13.48335590029730
2010-09-01 13.44827157162300
2010-10-01 13.40346122373690
2010-11-01 13.34923615677980
2010-12-01 13.47612205229870
2011-01-01 13.44283347289550
2011-02-01 13.52661741378290
2011-03-01 13.59372239578430
2011-04-01 13.75273612814910
2011-05-01 13.87727772122830
2011-06-01 13.92046852943740
2011-07-01 14.02647032429610
2011-08-01 14.04028193129280
2011-09-01 13.90571056154660
2011-10-01 13.96777562853350
2011-11-01 13.92831911103880
2011-12-01 13.62288267305530
2012-01-01 13.73408780951650
2012-02-01 13.84221277047450
2012-03-01 13.96895586270270
2012-04-01 14.31340207943310
2012-05-01 14.17736316458600
2012-06-01 14.26277024857380
2012-07-01 14.50964667960770
2012-08-01 14.30117571692620
2012-09-01 14.49126238126660
2012-10-01 14.35690119213850
2012-11-01 14.51299832100450
2012-12-01 14.36667224803220
2013-01-01 14.40468017547450
2013-02-01 14.32948107699390
2013-03-01 14.41660409974620
2013-04-01 14.49571515439780
2013-05-01 14.39362370521900
2013-06-01 14.40750253852670
2013-07-01 14.38710193379830
2013-08-01 14.67666465532490
2013-09-01 14.78217840573840
2013-10-01 14.85829763794180
2013-11-01 15.01632218010260
2013-12-01 15.11122770583560
2014-01-01 15.04405697348310
2014-02-01 15.27979086796500
2014-03-01 15.22915064979090
2014-04-01 15.39550075291440
2014-05-01 15.73987182893760
2014-06-01 15.96073656800590
2014-07-01 15.67078261097310
2014-08-01 15.55793065074660
2014-09-01 15.49448742218320
2014-10-01 15.67262986627790
2014-11-01 15.51899237029100
2014-12-01 15.64185990244610
2015-01-01 15.96605650645750
2015-02-01 15.68790874431740
2015-03-01 16.01173042832120
2015-04-01 16.30954619588420
2015-05-01 16.42432056638710
2015-06-01 16.54666007878210
2015-07-01 16.44236910293750
2015-08-01 16.54810714561980
2015-09-01 16.70273407537050
2015-10-01 16.88442505656570
2015-11-01 17.02273381287830
2015-12-01 17.16703026075850
2016-01-01 17.28645148400150
2016-02-01 17.17510904458370
2016-03-01 17.48033453818500
2016-04-01 17.21710302738530
2016-05-01 17.24221074704510
2016-06-01 17.24457701040380
2016-07-01 17.71686416184040
2016-08-01 17.84426544072750
2016-09-01 17.91235432081620
2016-10-01 17.78641970361290
2016-11-01 17.71219664599210
2016-12-01 17.98828932340080
2017-01-01 18.00675643079280
2017-02-01 18.25187147253330
2017-03-01 18.34591941475370
2017-04-01 18.32027582268080
2017-05-01 18.59198792168020
2017-06-01 18.66244366766450
2017-07-01 18.38046996037440
2017-08-01 18.45678371912510
2017-09-01 18.30088334907300
2017-10-01 18.37826630580100
2017-11-01 18.48114502479250
2017-12-01 18.40110539210710
2018-01-01 18.43226206011770
2018-02-01 18.43871512900160
2018-03-01 18.42846574489730
2018-04-01 18.42944398721770
2018-05-01 18.34981751671840
2018-06-01 18.17547604992970
2018-07-01 18.34444782619380
2018-08-01 18.36692416230460
2018-09-01 18.49060533180740
2018-10-01 18.44807913159650
2018-11-01 18.44276372675410
2018-12-01 18.41443726655340
2019-01-01 18.25625128674410
2019-02-01 18.32282163081980
2019-03-01 18.34078620440760
2019-04-01 18.35281678948220
2019-05-01 18.18883199699920
2019-06-01 18.30393352726490
2019-07-01 18.29364527455570
2019-08-01 18.27953114787180
2019-09-01 18.17304028705930
2019-10-01 18.10151082205890
2019-11-01 17.90272038394970
2019-12-01 17.93100883834930
2020-01-01 18.16993456510240
2020-02-01 18.72682052542110
2020-03-01 18.18631074583110
2020-04-01 9.58787903257312
2020-05-01 9.40462279024413
2020-06-01 11.40815199870310
2020-07-01 10.84920202257690
2020-08-01 11.08001135319570
2020-09-01 10.85591324939710
2020-10-01 11.75268396713900
2020-11-01 11.77914352613740
2020-12-01 10.85903386879890
2021-01-01 9.66563533659141
2021-02-01 10.83480474915000
2021-03-01 11.14514972040320
2021-04-01 12.62624757315440
2021-05-01 12.89994846278280
2021-06-01 13.31175757283910
2021-07-01 13.80772173023100
2021-08-01 14.07715006666230
2021-09-01 14.22560574647180
2021-10-01 14.52192499296620
2021-11-01 14.56413648610270
2021-12-01 14.77365764411660
2022-01-01 14.76530018935590
2022-02-01 15.35760656872620
2022-03-01 15.40676077250570
2022-04-01 15.46935900658680
2022-05-01 15.78431010048240
2022-06-01 15.69277719009080
2022-07-01 15.97116022992510
2022-08-01 16.05441294077460
2022-09-01 16.09895029463940
2022-10-01 16.20347297117970
2022-11-01 16.37930496837010
2022-12-01 16.29509509418100
2023-01-01 16.57171390747070
2023-02-01 16.56898899190410
2023-03-01 16.65084109858230
2023-04-01 16.88944573371790
2023-05-01 17.06045119459050
2023-06-01 17.18410138723950
2023-07-01 17.04803669999550
2023-08-01 17.23125612421120
2023-09-01 17.37423833751700
2023-10-01 17.50158753115340
2023-11-01 17.59958200331670
2023-12-01 17.60498851862230
2024-01-01 17.67991323408650
2024-02-01 17.48720464291970
2024-03-01 17.58000785871110
2024-04-01 17.79023547240120
2024-05-01 17.54939361561840
2024-06-01 17.46117863763410
2024-07-01 17.53938360111720
2024-08-01 17.40678650551860
2024-09-01 17.45820205666510
2024-10-01 17.30588976713750
2024-11-01 17.23303021055270
2024-12-01 17.31398287816280
2025-01-01 17.18467661704840
2025-02-01 17.19523418637300
2025-03-01 17.19011437043140
2025-04-01 17.17508411956210
2025-05-01 17.14434694834700
2025-06-01 17.24480804353790
2025-07-01 17.24064791011430
2025-08-01 17.49951890157630
2025-09-01 17.15197654962500
2025-10-01 17.11623565900230
2025-11-01 17.05249229341980
2025-12-01 17.10396372563160

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