Table Data - All Employees: Leisure and Hospitality: Accommodation in Oklahoma

Title All Employees: Leisure and Hospitality: Accommodation in Oklahoma
Series ID SMU40000007072100001SA
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 2:21 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 11.02783287952520
1990-02-01 11.23805341534360
1990-03-01 11.06834407530510
1990-04-01 11.12964083245480
1990-05-01 11.06345028197600
1990-06-01 11.22156713664810
1990-07-01 10.87460470370660
1990-08-01 11.01482486197600
1990-09-01 11.22158301379870
1990-10-01 10.74437666556770
1990-11-01 10.81752218004990
1990-12-01 10.97497491248940
1991-01-01 11.03339407340930
1991-02-01 10.95350195150310
1991-03-01 10.96021253314840
1991-04-01 10.92216460433150
1991-05-01 10.85697925790610
1991-06-01 10.91447425836240
1991-07-01 10.96949220097420
1991-08-01 11.12602783183590
1991-09-01 11.23136559762010
1991-10-01 10.54057038509780
1991-11-01 10.61599365661310
1991-12-01 10.47096415451580
1992-01-01 10.43939923221260
1992-02-01 10.37726283746830
1992-03-01 10.25092330858030
1992-04-01 10.21668239491900
1992-05-01 10.24057028659010
1992-06-01 10.10813152535260
1992-07-01 10.15779509682160
1992-08-01 10.14204693875170
1992-09-01 10.04247414258920
1992-10-01 9.93667671288067
1992-11-01 9.91285262333158
1992-12-01 9.86582025905258
1993-01-01 9.95080813214301
1993-02-01 9.99913551389387
1993-03-01 10.14934629185300
1993-04-01 10.31583482130700
1993-05-01 10.21599965198220
1993-06-01 10.09168774323940
1993-07-01 10.04555737318780
1993-08-01 9.95876362882764
1993-09-01 9.95698577292418
1993-10-01 10.03861492840710
1993-11-01 10.12413096277240
1993-12-01 10.16552864517810
1994-01-01 10.14692766752500
1994-02-01 10.10346014390070
1994-03-01 10.24092493372670
1994-04-01 10.31719150450040
1994-05-01 10.19357256542210
1994-06-01 10.37664483432500
1994-07-01 10.45084217271170
1994-08-01 10.48415733282640
1994-09-01 10.57386407769460
1994-10-01 10.74707442858170
1994-11-01 11.03379825280590
1994-12-01 10.85121993993960
1995-01-01 10.82944754675130
1995-02-01 10.68819161090840
1995-03-01 10.93947231441680
1995-04-01 11.00732515042100
1995-05-01 11.38755590982160
1995-06-01 11.15986338013210
1995-07-01 11.28305460478980
1995-08-01 11.22031424306120
1995-09-01 11.18939994975500
1995-10-01 11.45890144364870
1995-11-01 10.94924051612720
1995-12-01 10.92967921582820
1996-01-01 10.68242708291550
1996-02-01 10.74736819931500
1996-03-01 10.73811573332850
1996-04-01 10.69341939883110
1996-05-01 10.89959642247390
1996-06-01 10.86465741856390
1996-07-01 10.83522220486050
1996-08-01 10.85642572858990
1996-09-01 10.79282135104250
1996-10-01 10.77311358184020
1996-11-01 10.75609168667130
1996-12-01 10.70544592661020
1997-01-01 10.92659129104610
1997-02-01 10.90045468843610
1997-03-01 10.94085686485120
1997-04-01 10.58423527398460
1997-05-01 10.81387921224150
1997-06-01 10.87632317757340
1997-07-01 9.88946927924300
1997-08-01 9.98220511882795
1997-09-01 9.98182641415869
1997-10-01 10.79570936619270
1997-11-01 10.85828916378610
1997-12-01 10.90289661162910
1998-01-01 10.77412865929570
1998-02-01 10.76333300930130
1998-03-01 10.53675928147530
1998-04-01 10.87497004261530
1998-05-01 10.72122855068190
1998-06-01 10.68855399656120
1998-07-01 10.53263696857080
1998-08-01 10.48947950566480
1998-09-01 10.26528166898510
1998-10-01 10.92342274915870
1998-11-01 10.85674545759550
1998-12-01 11.00798982264000
1999-01-01 11.04964755220110
1999-02-01 11.05118725782960
1999-03-01 10.93095452135160
1999-04-01 10.96161265125780
1999-05-01 10.81508619737190
1999-06-01 10.79411185955120
1999-07-01 10.85019862667230
1999-08-01 10.89052887807320
1999-09-01 10.95562312448620
1999-10-01 11.04702916980550
1999-11-01 11.05483048761220
1999-12-01 11.11724555803810
2000-01-01 11.24310394574110
2000-02-01 11.25406806883660
2000-03-01 11.52844150359270
2000-04-01 11.05594803422640
2000-05-01 11.10022735322600
2000-06-01 11.20345230504120
2000-07-01 11.24056743266390
2000-08-01 11.27778581524080
2000-09-01 11.35927229872140
2000-10-01 11.15250114488650
2000-11-01 11.25994516902590
2000-12-01 11.12878268968940
2001-01-01 11.14921981744290
2001-02-01 11.16504236969350
2001-03-01 11.32000418371110
2001-04-01 11.86039069776420
2001-05-01 11.57448418180480
2001-06-01 11.71759526474300
2001-07-01 11.42631059788820
2001-08-01 11.47409515040080
2001-09-01 11.37560405585980
2001-10-01 11.04147121017090
2001-11-01 10.55917101246580
2001-12-01 10.63433691093460
2002-01-01 10.74905937016010
2002-02-01 10.77669602664450
2002-03-01 11.01179372444210
2002-04-01 10.75544834779910
2002-05-01 10.76159058842140
2002-06-01 10.64311834828040
2002-07-01 10.72036169444500
2002-08-01 10.57726374565550
2002-09-01 10.50344969650770
2002-10-01 10.51617533051390
2002-11-01 10.55269241984500
2002-12-01 10.62892784884690
2003-01-01 10.54598721211670
2003-02-01 10.47367622445530
2003-03-01 10.39761938572920
2003-04-01 10.33913983168440
2003-05-01 10.36248548981010
2003-06-01 10.38095787916190
2003-07-01 10.43450564368690
2003-08-01 10.40243458687880
2003-09-01 10.33526474420500
2003-10-01 10.48855660315500
2003-11-01 10.33771355592350
2003-12-01 10.29558333111510
2004-01-01 10.33157739476190
2004-02-01 10.25227597528560
2004-03-01 10.28666942374010
2004-04-01 10.22434849770190
2004-05-01 10.29051198321040
2004-06-01 10.02601716131710
2004-07-01 10.15860050490120
2004-08-01 10.21952976678930
2004-09-01 10.36083561670790
2004-10-01 10.56552596813940
2004-11-01 10.52036014454600
2004-12-01 10.57127749794110
2005-01-01 10.61190646217430
2005-02-01 10.41499704464870
2005-03-01 10.56099407277450
2005-04-01 10.72281961180310
2005-05-01 10.63445135673430
2005-06-01 10.66673087520880
2005-07-01 10.78523042901020
2005-08-01 10.73305922678780
2005-09-01 10.77076904020000
2005-10-01 10.75554430053530
2005-11-01 10.79815839735240
2005-12-01 10.74374230080340
2006-01-01 10.80241701852360
2006-02-01 10.88761464147860
2006-03-01 10.93864613880200
2006-04-01 11.03098660676570
2006-05-01 11.07998123240010
2006-06-01 11.38970858786370
2006-07-01 11.09305805015180
2006-08-01 11.02757850260150
2006-09-01 11.26962442896600
2006-10-01 11.26000835707320
2006-11-01 11.28308396909390
2006-12-01 11.44213498444040
2007-01-01 11.30903890983380
2007-02-01 11.36743080320890
2007-03-01 11.51494653753850
2007-04-01 11.03600546826290
2007-05-01 11.31073274261690
2007-06-01 11.29671227625500
2007-07-01 11.29014336230470
2007-08-01 11.42264775359150
2007-09-01 11.36695412416100
2007-10-01 11.36077556945290
2007-11-01 11.47456320395490
2007-12-01 11.44208752700110
2008-01-01 11.62862176140600
2008-02-01 11.66455822282350
2008-03-01 11.70556332327260
2008-04-01 11.34253254831800
2008-05-01 11.52491834773780
2008-06-01 11.58210275701860
2008-07-01 11.67570958161770
2008-08-01 11.61756032842810
2008-09-01 11.66259520937660
2008-10-01 11.75752418125890
2008-11-01 11.77413354814560
2008-12-01 11.86912298396590
2009-01-01 11.73825922488410
2009-02-01 11.67355293738850
2009-03-01 11.70528166129140
2009-04-01 11.53870904737800
2009-05-01 11.62009485603950
2009-06-01 11.45637816079330
2009-07-01 11.66744640195320
2009-08-01 11.63363437142340
2009-09-01 11.75455326612500
2009-10-01 11.54432271063840
2009-11-01 11.57520811343530
2009-12-01 11.58770235497860
2010-01-01 11.64189404686970
2010-02-01 11.79872402195230
2010-03-01 11.81887002766990
2010-04-01 12.03280884765060
2010-05-01 12.00515806583620
2010-06-01 12.02412580646770
2010-07-01 12.05590591944470
2010-08-01 12.15725236972450
2010-09-01 12.13857131371980
2010-10-01 12.23599949145320
2010-11-01 12.18354873527830
2010-12-01 12.11869500588240
2011-01-01 12.02874295138530
2011-02-01 11.91926224186560
2011-03-01 12.24064443831190
2011-04-01 12.31557652330860
2011-05-01 12.39105387538220
2011-06-01 12.50094217735760
2011-07-01 12.44893022411570
2011-08-01 12.48402688953040
2011-09-01 12.51819190060190
2011-10-01 12.53028582667060
2011-11-01 12.58757234366180
2011-12-01 12.62996627937570
2012-01-01 12.81674070541540
2012-02-01 12.74314149237860
2012-03-01 12.77301904286650
2012-04-01 12.80625070298420
2012-05-01 12.87958097242760
2012-06-01 12.88338215795870
2012-07-01 12.73365499336850
2012-08-01 12.89655516412040
2012-09-01 12.99709502778450
2012-10-01 13.03252037300810
2012-11-01 13.09239498734980
2012-12-01 13.24480500132500
2013-01-01 13.09819304007080
2013-02-01 13.05730350491450
2013-03-01 13.10588757772830
2013-04-01 12.81193995847840
2013-05-01 13.17855020815890
2013-06-01 12.97437071592260
2013-07-01 12.90576948626220
2013-08-01 12.89463484419050
2013-09-01 12.97955891748900
2013-10-01 13.03410146158770
2013-11-01 12.98917172398450
2013-12-01 13.04219394079390
2014-01-01 13.29685958552690
2014-02-01 13.38287907080400
2014-03-01 13.44036584967930
2014-04-01 13.54042058303690
2014-05-01 13.47318880517470
2014-06-01 13.45589192778350
2014-07-01 13.66426975203840
2014-08-01 13.67749316475160
2014-09-01 13.75932384654430
2014-10-01 13.73981477314530
2014-11-01 13.89716170925940
2014-12-01 13.94934430842210
2015-01-01 13.90427268670510
2015-02-01 13.89804653240980
2015-03-01 13.86570001919960
2015-04-01 14.08367033256670
2015-05-01 14.07328521094370
2015-06-01 14.03125465740670
2015-07-01 14.11780408775260
2015-08-01 14.14770495034900
2015-09-01 13.83440832924240
2015-10-01 14.15177777839840
2015-11-01 14.10855998803290
2015-12-01 14.04761246405420
2016-01-01 14.02222848801110
2016-02-01 14.12414062785370
2016-03-01 14.08894324038740
2016-04-01 14.03037681724080
2016-05-01 14.06935090815810
2016-06-01 14.09832713069120
2016-07-01 14.06955721648160
2016-08-01 14.12130199467510
2016-09-01 14.01223126032030
2016-10-01 14.06047198719460
2016-11-01 14.02495595199160
2016-12-01 13.94638331290320
2017-01-01 13.63618691079230
2017-02-01 13.84233249056340
2017-03-01 13.90132584507060
2017-04-01 14.18476019152150
2017-05-01 14.07918600680640
2017-06-01 14.06844906742490
2017-07-01 13.82541067637210
2017-08-01 14.00000935526030
2017-09-01 14.18990122609950
2017-10-01 14.06146819922240
2017-11-01 14.13320083206060
2017-12-01 14.23997096729740
2018-01-01 14.34210808568040
2018-02-01 14.46982238153000
2018-03-01 14.51251695790600
2018-04-01 14.32616777129970
2018-05-01 14.39593298962510
2018-06-01 14.44791483394210
2018-07-01 14.39007328534570
2018-08-01 14.39041731937000
2018-09-01 14.36992909676930
2018-10-01 14.15338895290290
2018-11-01 14.13869049410010
2018-12-01 14.23897269508980
2019-01-01 14.23350804044650
2019-02-01 14.18376153474950
2019-03-01 14.21834109563110
2019-04-01 14.25284447618160
2019-05-01 14.22794796621450
2019-06-01 14.14782009240960
2019-07-01 14.16845166619390
2019-08-01 14.08276468058200
2019-09-01 14.05280617165370
2019-10-01 14.14612149795880
2019-11-01 14.12877650683390
2019-12-01 14.13761378675910
2020-01-01 14.01760031867720
2020-02-01 14.09593614474740
2020-03-01 13.82512378977750
2020-04-01 9.15621618221927
2020-05-01 9.65236021807392
2020-06-01 9.86491011804725
2020-07-01 10.06832807414260
2020-08-01 10.18198513937450
2020-09-01 10.35004813694270
2020-10-01 10.53509808969340
2020-11-01 10.61151380496240
2020-12-01 10.53322214249370
2021-01-01 10.80278641728680
2021-02-01 10.78561134305330
2021-03-01 11.02167683566980
2021-04-01 11.15455205288570
2021-05-01 11.27266379882680
2021-06-01 11.49437369203730
2021-07-01 11.78922585766000
2021-08-01 11.88340613805140
2021-09-01 11.86386942843620
2021-10-01 11.91886931096110
2021-11-01 11.99266730365750
2021-12-01 12.12979444172080
2022-01-01 12.28614693060190
2022-02-01 12.26243568434810
2022-03-01 12.30444393685360
2022-04-01 12.54897282888960
2022-05-01 12.57404897994080
2022-06-01 12.62768853412470
2022-07-01 12.72615731895390
2022-08-01 12.79853578784710
2022-09-01 12.89276758806050
2022-10-01 12.90632470218250
2022-11-01 13.08235009162280
2022-12-01 13.01802080676820
2023-01-01 13.06593454795400
2023-02-01 13.12491613661570
2023-03-01 13.17768933538180
2023-04-01 13.14276417050570
2023-05-01 13.16837179103780
2023-06-01 13.36169218100700
2023-07-01 13.07005654119380
2023-08-01 13.11829800218180
2023-09-01 13.12617806414730
2023-10-01 12.99878733182160
2023-11-01 12.97453388666430
2023-12-01 13.00301092546490
2024-01-01 12.95037476668560
2024-02-01 12.98816598972600
2024-03-01 13.14710381921400
2024-04-01 12.93813165226600
2024-05-01 12.95607416555230
2024-06-01 12.98850200172390
2024-07-01 13.10995925916140
2024-08-01 13.24179659772820
2024-09-01 13.25823431289470
2024-10-01 13.49138006576260
2024-11-01 13.46951286997130
2024-12-01 13.58237312428560
2025-01-01 13.74134687308420
2025-02-01 13.65987378710980
2025-03-01 13.62692496538600
2025-04-01 13.53573944282220
2025-05-01 13.54960230235020
2025-06-01 13.40641331405560
2025-07-01 13.23550729088570
2025-08-01 13.25781486028230
2025-09-01 13.28147784076550
2025-10-01 13.38126226977000
2025-11-01 13.46520262261960
2025-12-01 13.36899362803460

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