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 2026-07-01
Last Updated 2026-08-21 6:48 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 11.06340455163150
1990-02-01 11.24870419806320
1990-03-01 11.06606499415030
1990-04-01 11.10026443289560
1990-05-01 11.02237147860250
1990-06-01 11.18420576868960
1990-07-01 10.80424920681840
1990-08-01 10.96565740061290
1990-09-01 11.23298406140640
1990-10-01 10.80689812830250
1990-11-01 10.88058492598340
1990-12-01 11.02172148534000
1991-01-01 11.06621148515230
1991-02-01 10.96280468915850
1991-03-01 10.95695452368120
1991-04-01 10.89208929206100
1991-05-01 10.81837104067600
1991-06-01 10.88030468967220
1991-07-01 10.90675535370510
1991-08-01 11.08244607878650
1991-09-01 11.24162483270240
1991-10-01 10.59622292695940
1991-11-01 10.67378237826300
1991-12-01 10.51241904626650
1992-01-01 10.46648944790910
1992-02-01 10.38563119858570
1992-03-01 10.24735364316330
1992-04-01 10.18868849271290
1992-05-01 10.20817658821760
1992-06-01 10.07811392887190
1992-07-01 10.10774286665100
1992-08-01 10.10926813109410
1992-09-01 10.05264574924390
1992-10-01 9.97633661770895
1992-11-01 9.96407310458726
1992-12-01 9.89955258905726
1993-01-01 9.96953287467509
1993-02-01 10.00421423767410
1993-03-01 10.14429267034480
1993-04-01 10.29180838370820
1993-05-01 10.19028032372320
1993-06-01 10.06981545614990
1993-07-01 10.01459030332860
1993-08-01 9.94043230896371
1993-09-01 9.96536050051760
1993-10-01 10.06235778127640
1993-11-01 10.16159065789580
1993-12-01 10.18822305596030
1994-01-01 10.15710417520380
1994-02-01 10.10609489358280
1994-03-01 10.23578510219910
1994-04-01 10.29710263871610
1994-05-01 10.17479480447970
1994-06-01 10.36164299287180
1994-07-01 10.43939398797060
1994-08-01 10.48074901785390
1994-09-01 10.58383917333820
1994-10-01 10.75514884976040
1994-11-01 11.05645986255910
1994-12-01 10.86339873899190
1995-01-01 10.83281441157140
1995-02-01 10.68817318347280
1995-03-01 10.92965878702920
1995-04-01 10.99326270789620
1995-05-01 11.37389674840410
1995-06-01 11.15274940540280
1995-07-01 11.28792601400940
1995-08-01 11.22762237448620
1995-09-01 11.20170757923970
1995-10-01 11.45942757713960
1995-11-01 10.95746915235430
1995-12-01 10.93217670307160
1996-01-01 10.68025529503910
1996-02-01 10.74529612851170
1996-03-01 10.72369822307650
1996-04-01 10.68504310228160
1996-05-01 10.89053772576600
1996-06-01 10.86162389089090
1996-07-01 10.84853628294090
1996-08-01 10.87017069679690
1996-09-01 10.81128040777660
1996-10-01 10.77008714717730
1996-11-01 10.75820895137650
1996-12-01 10.70241097443530
1997-01-01 10.91900997611900
1997-02-01 10.89441081371740
1997-03-01 10.91465347230460
1997-04-01 10.57996135159750
1997-05-01 10.81015048645450
1997-06-01 10.87862312642090
1997-07-01 9.90899637674431
1997-08-01 10.00136326044600
1997-09-01 10.00611944238940
1997-10-01 10.79507118799480
1997-11-01 10.85881629047770
1997-12-01 10.89641773713590
1998-01-01 10.76044019162370
1998-02-01 10.74648887937910
1998-03-01 10.48910940766850
1998-04-01 10.86814807832750
1998-05-01 10.73748148169450
1998-06-01 10.69629846419030
1998-07-01 10.55960871553500
1998-08-01 10.51359992521690
1998-09-01 10.30032719995900
1998-10-01 10.92219812343160
1998-11-01 10.85462450480270
1998-12-01 10.99947167712110
1999-01-01 11.02943920486460
1999-02-01 11.02417505326440
1999-03-01 10.85420759981500
1999-04-01 10.95483910995170
1999-05-01 10.85355605587330
1999-06-01 10.81069009519320
1999-07-01 10.88305438097570
1999-08-01 10.91757565632830
1999-09-01 10.99798537412640
1999-10-01 11.04630019610030
1999-11-01 11.05210868778630
1999-12-01 11.10656771123460
2000-01-01 11.21586429334570
2000-02-01 11.21603359027390
2000-03-01 11.43166548824990
2000-04-01 11.04825421260370
2000-05-01 11.15866426261440
2000-06-01 11.22745739710210
2000-07-01 11.27745502257140
2000-08-01 11.30586958794650
2000-09-01 11.40511704673990
2000-10-01 11.15020395247930
2000-11-01 11.25514279539980
2000-12-01 11.11663808304240
2001-01-01 11.11781923120210
2001-02-01 11.12397309708840
2001-03-01 11.21772215416280
2001-04-01 11.85334458760430
2001-05-01 11.63869562124850
2001-06-01 11.75003368631090
2001-07-01 11.46099706558210
2001-08-01 11.49983809401010
2001-09-01 11.41605466382880
2001-10-01 11.04044568491970
2001-11-01 10.55416628468360
2001-12-01 10.62224399823050
2002-01-01 10.71795310308750
2002-02-01 10.73483705421070
2002-03-01 10.91918849067330
2002-04-01 10.74709810805750
2002-05-01 10.82700425738890
2002-06-01 10.67726233433430
2002-07-01 10.74998228012980
2002-08-01 10.59791776548000
2002-09-01 10.53725835274830
2002-10-01 10.51150501550880
2002-11-01 10.54553028473750
2002-12-01 10.61836105663560
2003-01-01 10.52051895975360
2003-02-01 10.44100926172730
2003-03-01 10.32626189638340
2003-04-01 10.33313223683130
2003-05-01 10.41311526175500
2003-06-01 10.41454996279330
2003-07-01 10.45493944830460
2003-08-01 10.41636146210070
2003-09-01 10.35651386518270
2003-10-01 10.48344952386060
2003-11-01 10.33058867760490
2003-12-01 10.28692330795430
2004-01-01 10.31390793741420
2004-02-01 10.22976529639910
2004-03-01 10.24590965489480
2004-04-01 10.22006658481130
2004-05-01 10.32191458831840
2004-06-01 10.05308415297990
2004-07-01 10.16994189466230
2004-08-01 10.22704665089450
2004-09-01 10.37035780863740
2004-10-01 10.56096403616400
2004-11-01 10.51417962416100
2004-12-01 10.56493628133000
2005-01-01 10.60212013931910
2005-02-01 10.40357783009420
2005-03-01 10.54588183993740
2005-04-01 10.72020945002610
2005-05-01 10.64674015541540
2005-06-01 10.68771355487810
2005-07-01 10.78842486767950
2005-08-01 10.73583359800740
2005-09-01 10.77098092459670
2005-10-01 10.75424210000210
2005-11-01 10.79482627205400
2005-12-01 10.74009717338970
2006-01-01 10.79825375130360
2006-02-01 10.88081402332410
2006-03-01 10.93570945779390
2006-04-01 11.02875861004680
2006-05-01 11.08682312218230
2006-06-01 11.40212048252870
2006-07-01 11.09290594385560
2006-08-01 11.02750541751500
2006-09-01 11.26837603296890
2006-10-01 11.25862787597730
2006-11-01 11.28110508929390
2006-12-01 11.44081856296270
2007-01-01 11.30774225688220
2007-02-01 11.36443559039770
2007-03-01 11.51441169521710
2007-04-01 11.03525082930560
2007-05-01 11.31413970638120
2007-06-01 11.30322539561990
2007-07-01 11.28943114302630
2007-08-01 11.42217132851730
2007-09-01 11.36574916536260
2007-10-01 11.35969119065030
2007-11-01 11.47338399110880
2007-12-01 11.44170583385600
2008-01-01 11.62825795721480
2008-02-01 11.66347827123840
2008-03-01 11.70605130413870
2008-04-01 11.34291147387390
2008-05-01 11.52555085296570
2008-06-01 11.58368712846040
2008-07-01 11.67601373752040
2008-08-01 11.61778892476760
2008-09-01 11.66214034220130
2008-10-01 11.75691611841680
2008-11-01 11.77355020954190
2008-12-01 11.86896383973740
2009-01-01 11.73798904333020
2009-02-01 11.67341239870990
2009-03-01 11.70553763895240
2009-04-01 11.53873306716150
2009-05-01 11.62021418225050
2009-06-01 11.45709892638100
2009-07-01 11.66748058667580
2009-08-01 11.63371543590950
2009-09-01 11.75436722244930
2009-10-01 11.54409906938590
2009-11-01 11.57499614925900
2009-12-01 11.58773200573920
2010-01-01 11.64179277283910
2010-02-01 11.79867102052850
2010-03-01 11.81903051332680
2010-04-01 12.03279466414550
2010-05-01 12.00515530376260
2010-06-01 12.02433651314440
2010-07-01 12.05590571313660
2010-08-01 12.15723427964870
2010-09-01 12.13853112644940
2010-10-01 12.23595737955970
2010-11-01 12.18350215293780
2010-12-01 12.11871399415050
2011-01-01 12.02868997307620
2011-02-01 11.91922860779630
2011-03-01 12.24070930249920
2011-04-01 12.31559273366910
2011-05-01 12.39103197189000
2011-06-01 12.50105567896670
2011-07-01 12.44891255010390
2011-08-01 12.48400301378380
2011-09-01 12.51816348929960
2011-10-01 12.53026611803320
2011-11-01 12.58755677769930
2011-12-01 12.62999236452680
2012-01-01 12.81671890665070
2012-02-01 12.74313715945050
2012-03-01 12.77302766072620
2012-04-01 12.80627108945260
2012-05-01 12.87957337390690
2012-06-01 12.88342672847720
2012-07-01 12.73363874264140
2012-08-01 12.89653374717600
2012-09-01 12.99706139396990
2012-10-01 13.03251828905720
2012-11-01 13.09240852853000
2012-12-01 13.24483501355240
2013-01-01 13.09820059610070
2013-02-01 13.05731190032960
2013-03-01 13.10589641124470
2013-04-01 12.81194300054240
2013-05-01 13.17853508835080
2013-06-01 12.97433531087500
2013-07-01 12.90575042427370
2013-08-01 12.89461182594530
2013-09-01 12.97951373468280
2013-10-01 13.03411188887540
2013-11-01 12.98921405012540
2013-12-01 13.04225684037320
2014-01-01 13.29698190288740
2014-02-01 13.38291293203950
2014-03-01 13.44040050857370
2014-04-01 13.54026774465890
2014-05-01 13.47306145407590
2014-06-01 13.45589402930240
2014-07-01 13.66423631339150
2014-08-01 13.67751192485100
2014-09-01 13.75904260243780
2014-10-01 13.73989703372600
2014-11-01 13.89730849503910
2014-12-01 13.94953338233350
2015-01-01 13.90463712980400
2015-02-01 13.89826111759300
2015-03-01 13.86581538781010
2015-04-01 14.08291938677620
2015-05-01 14.07310735065100
2015-06-01 14.03127035726000
2015-07-01 14.11766368048850
2015-08-01 14.14765238926300
2015-09-01 13.83384605545630
2015-10-01 14.15191592301550
2015-11-01 14.10886817856870
2015-12-01 14.04819162185360
2016-01-01 14.02310642413180
2016-02-01 14.12472689200640
2016-03-01 14.08919079114300
2016-04-01 14.02892709668760
2016-05-01 14.06891153208440
2016-06-01 14.09808372524480
2016-07-01 14.06903211438520
2016-08-01 14.12093175642280
2016-09-01 14.01124759599090
2016-10-01 14.06069175969420
2016-11-01 14.02564459618520
2016-12-01 13.94777198282440
2017-01-01 13.63810515413790
2017-02-01 13.84407357576360
2017-03-01 13.90152023576170
2017-04-01 14.18217702463280
2017-05-01 14.07809765831790
2017-06-01 14.06757379017370
2017-07-01 13.82426184199480
2017-08-01 13.99899714749330
2017-09-01 14.18818402725360
2017-10-01 14.06164244795520
2017-11-01 14.13292799123380
2017-12-01 14.24623440271370
2018-01-01 14.34338930083580
2018-02-01 14.47576776606530
2018-03-01 14.51140118782110
2018-04-01 14.32192568762510
2018-05-01 14.39213688831890
2018-06-01 14.44547338659740
2018-07-01 14.38846138111080
2018-08-01 14.38973937436760
2018-09-01 14.36716512445820
2018-10-01 14.15380692246780
2018-11-01 14.13828653254370
2018-12-01 14.25127481572170
2019-01-01 14.23538094706400
2019-02-01 14.19490202723220
2019-03-01 14.21331042994650
2019-04-01 14.24644946139140
2019-05-01 14.22027748792820
2019-06-01 14.14158104300120
2019-07-01 14.16553386260050
2019-08-01 14.08243506060870
2019-09-01 14.05024646118840
2019-10-01 14.14851445667460
2019-11-01 14.13033407283940
2019-12-01 14.15812979399240
2020-01-01 14.02162628871630
2020-02-01 14.11232959338130
2020-03-01 13.81591823141610
2020-04-01 9.14714467915765
2020-05-01 9.63918799196735
2020-06-01 9.84147408395148
2020-07-01 10.06508738062810
2020-08-01 10.18299387688620
2020-09-01 10.35040448329740
2020-10-01 10.54313679393010
2020-11-01 10.62093239748890
2020-12-01 10.56310379248730
2021-01-01 10.81662980175460
2021-02-01 10.81075772634750
2021-03-01 11.00297826458220
2021-04-01 11.13708514746520
2021-05-01 11.24741397963360
2021-06-01 11.43680266044300
2021-07-01 11.78413352121270
2021-08-01 11.89347558023350
2021-09-01 11.86756581354670
2021-10-01 11.95177078271130
2021-11-01 12.00931924840130
2021-12-01 12.16964426358400
2022-01-01 12.31732202517130
2022-02-01 12.29595161487820
2022-03-01 12.27078148347450
2022-04-01 12.52004078646910
2022-05-01 12.53150831151090
2022-06-01 12.52139845455040
2022-07-01 12.71597957247470
2022-08-01 12.81991463504400
2022-09-01 12.89946349205180
2022-10-01 12.98139502336470
2022-11-01 13.11505691299700
2022-12-01 13.07142578581840
2023-01-01 13.11738178550530
2023-02-01 13.16010341097040
2023-03-01 13.12022173993530
2023-04-01 13.09663564636220
2023-05-01 13.09843595488240
2023-06-01 13.20992855199680
2023-07-01 13.05697295007160
2023-08-01 13.15586267717380
2023-09-01 13.14257375970680
2023-10-01 13.12062179826920
2023-11-01 13.02422329653120
2023-12-01 13.06999364044280
2024-01-01 13.01809888082050
2024-02-01 13.01644936880880
2024-03-01 13.06809874757560
2024-04-01 13.07160200585020
2024-05-01 13.05685308085840
2024-06-01 13.10297793064720
2024-07-01 12.89476121888790
2024-08-01 13.09241541598770
2024-09-01 13.18696727743990
2024-10-01 13.25191160265060
2024-11-01 13.43905521983260
2024-12-01 13.56463342805840
2025-01-01 13.51930635647380
2025-02-01 13.67974501208710
2025-03-01 13.72658648362570
2025-04-01 13.64664379999390
2025-05-01 13.71935861306630
2025-06-01 13.70554066162160
2025-07-01 13.72138113702580
2025-08-01 13.42381955574300
2025-09-01 13.32291336753270
2025-10-01 13.47092992572210
2025-11-01 13.44447655551710
2025-12-01 13.36151200335080
2026-01-01 13.41993094057630
2026-02-01 13.35564350140900
2026-03-01 13.30078014024100
2026-04-01 13.23256479020330
2026-05-01 13.19483443971640
2026-06-01 12.91290580068610
2026-07-01 12.93155903536650

Back to Top