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 2026-05-01
Last Updated 2026-06-24 10:08 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 11.06387878478810
1990-02-01 11.24904349601620
1990-03-01 11.06630658417060
1990-04-01 11.09512745849880
1990-05-01 11.02261207146510
1990-06-01 11.18451651360660
1990-07-01 10.80469441896460
1990-08-01 10.96616491819850
1990-09-01 11.23354861380690
1990-10-01 10.80752338644160
1990-11-01 10.88123034631970
1990-12-01 11.02244016554470
1991-01-01 11.06674897630860
1991-02-01 10.96325273040520
1991-03-01 10.95732631030690
1991-04-01 10.88588430385980
1991-05-01 10.81952523951400
1991-06-01 10.88064231656780
1991-07-01 10.90716381299170
1991-08-01 11.08287965237680
1991-09-01 11.24210657655320
1991-10-01 10.59680166208500
1991-11-01 10.67443890423880
1991-12-01 10.51311424519040
1992-01-01 10.46712296813590
1992-02-01 10.38624016557890
1992-03-01 10.24789678557370
1992-04-01 10.18144969315980
1992-05-01 10.21027840030440
1992-06-01 10.07851115744020
1992-07-01 10.10810654808870
1992-08-01 10.10958188226780
1992-09-01 10.05299295538860
1992-10-01 9.97675010133086
1992-11-01 9.96445490523318
1992-12-01 9.89991467832632
1993-01-01 9.97132345164879
1993-02-01 10.00452847010590
1993-03-01 10.14454019377430
1993-04-01 10.28488524358350
1993-05-01 10.19296654073560
1993-06-01 10.06998041367480
1993-07-01 10.01472901857060
1993-08-01 9.94053113421222
1993-09-01 9.96547691381922
1993-10-01 10.06255449557890
1993-11-01 10.16171981787390
1993-12-01 10.18831408057540
1994-01-01 10.16017230044230
1994-02-01 10.10634349210850
1994-03-01 10.23607215568860
1994-04-01 10.29024660840830
1994-05-01 10.17757337889320
1994-06-01 10.36181885540200
1994-07-01 10.43933540968430
1994-08-01 10.48054468740670
1994-09-01 10.58356263661110
1994-10-01 10.75534749433000
1994-11-01 11.05640611105510
1994-12-01 10.86323512838820
1995-01-01 10.83701590039710
1995-02-01 10.68803783771040
1995-03-01 10.92955234973260
1995-04-01 10.98824125747570
1995-05-01 11.37625605240330
1995-06-01 11.15253087193350
1995-07-01 11.28744743317110
1995-08-01 11.22705254215720
1995-09-01 11.20100540003370
1995-10-01 11.45998429946820
1995-11-01 10.95746252854670
1995-12-01 10.93204916179050
1996-01-01 10.68444005949730
1996-02-01 10.74508153898890
1996-03-01 10.72347072350130
1996-04-01 10.68209140630700
1996-05-01 10.89184473581030
1996-06-01 10.86119237818450
1996-07-01 10.84777207659500
1996-08-01 10.86932312802070
1996-09-01 10.81023485313820
1996-10-01 10.77107231072510
1996-11-01 10.75825043647780
1996-12-01 10.70227727045860
1997-01-01 10.92309581726870
1997-02-01 10.89399691127210
1997-03-01 10.91422745602270
1997-04-01 10.57901701898680
1997-05-01 10.81034115525610
1997-06-01 10.87794916951260
1997-07-01 9.90807579830791
1997-08-01 10.00044564442950
1997-09-01 10.00499759638530
1997-10-01 10.79636075947320
1997-11-01 10.85901592353890
1997-12-01 10.89652245299030
1998-01-01 10.76337988700650
1998-02-01 10.74645917773440
1998-03-01 10.48918165346690
1998-04-01 10.86736897178960
1998-05-01 10.73700848628840
1998-06-01 10.69579428316780
1998-07-01 10.55880973105950
1998-08-01 10.51275337818670
1998-09-01 10.29929096215540
1998-10-01 10.92357982770210
1998-11-01 10.85496514796900
1998-12-01 10.99974677277210
1999-01-01 11.03113953745690
1999-02-01 11.02437088100800
1999-03-01 10.85470573449550
1999-04-01 10.95401250113410
1999-05-01 10.85302699068340
1999-06-01 10.81019205135950
1999-07-01 10.88239038212540
1999-08-01 10.91690780110990
1999-09-01 10.99723794347900
1999-10-01 11.04755771356300
1999-11-01 11.05247665043780
1999-12-01 11.10695710696140
2000-01-01 11.21630321108280
2000-02-01 11.21646151105090
2000-03-01 11.43253528921250
2000-04-01 11.04747915557380
2000-05-01 11.15812365413730
2000-06-01 11.22702821723400
2000-07-01 11.27697765529270
2000-08-01 11.30539989389670
2000-09-01 11.40468632855280
2000-10-01 11.15101741426580
2000-11-01 11.25536394411400
2000-12-01 11.11688026406880
2001-01-01 11.11814224343600
2001-02-01 11.12431262392300
2001-03-01 11.21867326556360
2001-04-01 11.85268831862740
2001-05-01 11.63814144492190
2001-06-01 11.74963842824620
2001-07-01 11.46070548601840
2001-08-01 11.49957924946640
2001-09-01 11.41591603365030
2001-10-01 11.04078220959330
2001-11-01 10.55425291687880
2001-12-01 10.62238639732160
2002-01-01 10.71821129832200
2002-02-01 10.73515679631900
2002-03-01 10.92010184324410
2002-04-01 10.74658504644970
2002-05-01 10.82647974123180
2002-06-01 10.67693429894900
2002-07-01 10.74979776511270
2002-08-01 10.59774886571190
2002-09-01 10.53721956776500
2002-10-01 10.51158592573300
2002-11-01 10.54562057773720
2002-12-01 10.61846920095850
2003-01-01 10.52071225709200
2003-02-01 10.44124045689890
2003-03-01 10.32701472159150
2003-04-01 10.33279763701460
2003-05-01 10.41266510157030
2003-06-01 10.41426951243100
2003-07-01 10.45482453115930
2003-08-01 10.41625462277790
2003-09-01 10.35649941319540
2003-10-01 10.48351224809510
2003-11-01 10.33065427445160
2003-12-01 10.28699689918570
2004-01-01 10.31403501380190
2004-02-01 10.22991619996830
2004-03-01 10.24635963672360
2004-04-01 10.21991092765880
2004-05-01 10.32159567651920
2004-06-01 10.05287487482110
2004-07-01 10.16987921172160
2004-08-01 10.22699199333070
2004-09-01 10.37036445999630
2004-10-01 10.56101419141380
2004-11-01 10.51423283800010
2004-12-01 10.56498907258590
2005-01-01 10.60218716559310
2005-02-01 10.40363994622070
2005-03-01 10.54605795009990
2005-04-01 10.72021707594360
2005-05-01 10.64653915165500
2005-06-01 10.68756531383030
2005-07-01 10.78840678105840
2005-08-01 10.73582231313490
2005-09-01 10.77099494049580
2005-10-01 10.75426647967860
2005-11-01 10.79486111417590
2005-12-01 10.74013316774630
2006-01-01 10.79828925488150
2006-02-01 10.88085781518020
2006-03-01 10.93573731805960
2006-04-01 11.02878129883600
2006-05-01 11.08670977244780
2006-06-01 11.40203933447770
2006-07-01 11.09291211397580
2006-08-01 11.02750992667560
2006-09-01 11.26839226423460
2006-10-01 11.25864441688870
2006-11-01 11.28112437984390
2006-12-01 11.44083346446340
2007-01-01 11.30775409743160
2007-02-01 11.36445261056750
2007-03-01 11.51441963466600
2007-04-01 11.03526047465810
2007-05-01 11.31408356080760
2007-06-01 11.30318307343650
2007-07-01 11.28943925960830
2007-08-01 11.42217576210830
2007-09-01 11.36576142703040
2007-10-01 11.35970252920280
2007-11-01 11.47339510162960
2007-12-01 11.44171192961350
2008-01-01 11.62826104290670
2008-02-01 11.66348198249230
2008-03-01 11.70604762386720
2008-04-01 11.34290785571370
2008-05-01 11.52554405636680
2008-06-01 11.58367411548130
2008-07-01 11.67601138487010
2008-08-01 11.61778670909410
2008-09-01 11.66214504944760
2008-10-01 11.75692203440200
2008-11-01 11.77355529607500
2008-12-01 11.86896645919110
2009-01-01 11.73799057103650
2009-02-01 11.67341254956760
2009-03-01 11.70553593633380
2009-04-01 11.53873305098020
2009-05-01 11.62021252634400
2009-06-01 11.45709316084530
2009-07-01 11.66748021238020
2009-08-01 11.63371432719380
2009-09-01 11.75436880263260
2009-10-01 11.54410104790020
2009-11-01 11.57499784693060
2009-12-01 11.58773225299310
2010-01-01 11.64179337789040
2010-02-01 11.79867114633430
2010-03-01 11.81902979025130
2010-04-01 12.03279522569910
2010-05-01 12.00515510069310
2010-06-01 12.02433475333060
2010-07-01 12.05590545240060
2010-08-01 12.15723431072660
2010-09-01 12.13853120777190
2010-10-01 12.23595769667110
2010-11-01 12.18350257220580
2010-12-01 12.11871372438120
2011-01-01 12.02869056199150
2011-02-01 11.91922893971440
2011-03-01 12.24070905548370
2011-04-01 12.31559274877300
2011-05-01 12.39103194362780
2011-06-01 12.50105489596040
2011-07-01 12.44891242932160
2011-08-01 12.48400326789610
2011-09-01 12.51816372990900
2011-10-01 12.53026640255940
2011-11-01 12.58755697228870
2011-12-01 12.62999200234190
2012-01-01 12.81671901942520
2012-02-01 12.74313700079680
2012-03-01 12.77302762760920
2012-04-01 12.80627055559600
2012-05-01 12.87957309668430
2012-06-01 12.88342674325790
2012-07-01 12.73363887311580
2012-08-01 12.89653434520720
2012-09-01 12.99706301766310
2012-10-01 13.03251855144570
2012-11-01 13.09240833606010
2012-12-01 13.24483428360020
2013-01-01 13.09819982969230
2013-02-01 13.05731093244950
2013-03-01 13.10589598401770
2013-04-01 12.81194195503070
2013-05-01 13.17853450783610
2013-06-01 12.97433612562120
2013-07-01 12.90575109935820
2013-08-01 12.89461338977890
2013-09-01 12.97951748490010
2013-10-01 13.03411304149070
2013-11-01 12.98921429477940
2013-12-01 13.04225613735570
2014-01-01 13.29697588956650
2014-02-01 13.38291118802370
2014-03-01 13.44039861686760
2014-04-01 13.54026427263430
2014-05-01 13.47306768094120
2014-06-01 13.45589142814850
2014-07-01 13.66423852800470
2014-08-01 13.67751069661960
2014-09-01 13.75906396766960
2014-10-01 13.73989485768330
2014-11-01 13.89730525043500
2014-12-01 13.94952849527170
2015-01-01 13.90462124140180
2015-02-01 13.89825400172460
2015-03-01 13.86582347496630
2015-04-01 14.08290392995320
2015-05-01 14.07312216941850
2015-06-01 14.03126953537600
2015-07-01 14.11767483996520
2015-08-01 14.14765492042820
2015-09-01 13.83388647370390
2015-10-01 14.15191176967710
2015-11-01 14.10885528841460
2015-12-01 14.04816805213020
2016-01-01 14.02306804662980
2016-02-01 14.12470809458810
2016-03-01 14.08921065046970
2016-04-01 14.02890845988060
2016-05-01 14.06894768463670
2016-06-01 14.09809903012930
2016-07-01 14.06906565595310
2016-08-01 14.12094787520560
2016-09-01 14.01130632285870
2016-10-01 14.06067221126600
2016-11-01 14.02559893936300
2016-12-01 13.94770024855000
2017-01-01 13.63801935540260
2017-02-01 13.84401554618770
2017-03-01 13.90161250885840
2017-04-01 14.18217690187210
2017-05-01 14.07818398846330
2017-06-01 14.06762716437410
2017-07-01 13.82431848179460
2017-08-01 13.99901572754110
2017-09-01 14.18822814553570
2017-10-01 14.06166088421650
2017-11-01 14.13287125143850
2017-12-01 14.24581572191040
2018-01-01 14.34333462043500
2018-02-01 14.47571541178230
2018-03-01 14.51163427882690
2018-04-01 14.32201296578270
2018-05-01 14.39248604485300
2018-06-01 14.44557494516550
2018-07-01 14.38825445849750
2018-08-01 14.38973157651780
2018-09-01 14.36717657502830
2018-10-01 14.15382618832610
2018-11-01 14.13819277442520
2018-12-01 14.25047659124130
2019-01-01 14.23531042959900
2019-02-01 14.19478669492660
2019-03-01 14.21445778750110
2019-04-01 14.24648970162310
2019-05-01 14.22069947617530
2019-06-01 14.14179817582870
2019-07-01 14.16484313811440
2019-08-01 14.08221315444940
2019-09-01 14.05010224649800
2019-10-01 14.14852314207590
2019-11-01 14.13024207277030
2019-12-01 14.15701810444380
2020-01-01 14.02167719204350
2020-02-01 14.11235580074420
2020-03-01 13.81810464564220
2020-04-01 9.14737950479580
2020-05-01 9.63996285214373
2020-06-01 9.84214242373627
2020-07-01 10.06197659121110
2020-08-01 10.18280816124220
2020-09-01 10.35020172670430
2020-10-01 10.54300216861540
2020-11-01 10.62065194920860
2020-12-01 10.56187425417260
2021-01-01 10.81684744100440
2021-02-01 10.81132981766820
2021-03-01 11.00684037398960
2021-04-01 11.13829133606860
2021-05-01 11.24907619118390
2021-06-01 11.43837631658180
2021-07-01 11.77654525216420
2021-08-01 11.89278488791820
2021-09-01 11.86674395404970
2021-10-01 11.95087874101910
2021-11-01 12.00837995478300
2021-12-01 12.16826622507470
2022-01-01 12.31824609065170
2022-02-01 12.29825697951760
2022-03-01 12.27702848154630
2022-04-01 12.52383174124740
2022-05-01 12.53515858027430
2022-06-01 12.52382049306070
2022-07-01 12.70294077700080
2022-08-01 12.81729443755880
2022-09-01 12.89719903465000
2022-10-01 12.97802960865530
2022-11-01 13.11200216353700
2022-12-01 13.06911253772570
2023-01-01 13.11855072138740
2023-02-01 13.16471488955340
2023-03-01 13.13088027557220
2023-04-01 13.10739910909290
2023-05-01 13.11127159150270
2023-06-01 13.21428473768380
2023-07-01 13.03155277195710
2023-08-01 13.14667721214070
2023-09-01 13.13612907262010
2023-10-01 13.11398449797380
2023-11-01 13.01902709353430
2023-12-01 13.06760503465870
2024-01-01 13.02054663379030
2024-02-01 13.02493303899310
2024-03-01 13.08437958504580
2024-04-01 13.09188133361530
2024-05-01 13.08184490572640
2024-06-01 13.10354285035330
2024-07-01 12.85782425913640
2024-08-01 13.07564676986250
2024-09-01 13.17594070995350
2024-10-01 13.24193044966130
2024-11-01 13.43183507951830
2024-12-01 13.56214918511040
2025-01-01 13.52274800219410
2025-02-01 13.69188912064340
2025-03-01 13.74860229842380
2025-04-01 13.67723685197500
2025-05-01 13.75846200559130
2025-06-01 13.70026823277850
2025-07-01 13.67283912217610
2025-08-01 13.39915891288310
2025-09-01 13.30710193305020
2025-10-01 13.45861541537340
2025-11-01 13.43635833974930
2025-12-01 13.35975847174230
2026-01-01 13.42504973275200
2026-02-01 13.37138263305850
2026-03-01 13.32738053425440
2026-04-01 13.27047195173900
2026-05-01 13.24291658427010

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