Table Data - All Employees: Leisure and Hospitality: Limited-Service Restaurants and Other Eating Places in Oklahoma

Title All Employees: Leisure and Hospitality: Limited-Service Restaurants and Other Eating Places in Oklahoma
Series ID SMU40000007072259001SA
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 2026-04-01
Last Updated 2026-05-26 1:15 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 35.2006984033559
1990-02-01 35.1630209834946
1990-03-01 35.2132333664548
1990-04-01 36.8399447296628
1990-05-01 36.9225466348876
1990-06-01 37.3710414543018
1990-07-01 37.7402181023174
1990-08-01 38.1155146707327
1990-09-01 38.5023725070435
1990-10-01 38.4943725430493
1990-11-01 38.8165258150709
1990-12-01 39.1298262740709
1991-01-01 39.3110392919008
1991-02-01 39.9051290753712
1991-03-01 40.0590040322679
1991-04-01 40.5035514916136
1991-05-01 40.4269619905098
1991-06-01 40.6832767913141
1991-07-01 40.5213779854451
1991-08-01 40.4576849390691
1991-09-01 40.6731958164217
1991-10-01 40.3869990433379
1991-11-01 40.4496232981953
1991-12-01 40.5489856378779
1992-01-01 40.1921044806279
1992-02-01 40.3082861805080
1992-03-01 40.6687169373765
1992-04-01 40.8445539609692
1992-05-01 41.0925956849238
1992-06-01 41.1374859166699
1992-07-01 41.4202419350148
1992-08-01 41.4369856849566
1992-09-01 41.5977856756423
1992-10-01 42.0484170868065
1992-11-01 42.5710559317625
1992-12-01 42.3533403487565
1993-01-01 42.9112801889315
1993-02-01 43.1884914164084
1993-03-01 43.1830361983997
1993-04-01 43.4979998853694
1993-05-01 43.7025044321368
1993-06-01 43.9464230282260
1993-07-01 43.9006914304885
1993-08-01 44.4666770411915
1993-09-01 44.5909478830703
1993-10-01 45.1212718685426
1993-11-01 45.1857128596904
1993-12-01 45.7979921260377
1994-01-01 45.7433274678978
1994-02-01 45.3916270305436
1994-03-01 45.1755146981127
1994-04-01 45.8704470957885
1994-05-01 46.1346002751299
1994-06-01 45.9920608062541
1994-07-01 46.8127158792186
1994-08-01 47.0262783052779
1994-09-01 47.0945008770492
1994-10-01 46.9733625935931
1994-11-01 46.8503439261433
1994-12-01 47.0429290485110
1995-01-01 47.2598761538301
1995-02-01 47.5118813841163
1995-03-01 46.9684629898222
1995-04-01 47.7505315865934
1995-05-01 47.9011410095203
1995-06-01 47.8511388809107
1995-07-01 48.3219826011537
1995-08-01 48.0944648087913
1995-09-01 48.1629874036241
1995-10-01 48.5876208640647
1995-11-01 48.6163513115645
1995-12-01 48.7094356405389
1996-01-01 48.9526474843194
1996-02-01 48.7715599197643
1996-03-01 48.8249341077150
1996-04-01 48.5797381148049
1996-05-01 48.9219106326987
1996-06-01 48.9334330850990
1996-07-01 48.6417491067782
1996-08-01 48.8946183619679
1996-09-01 48.8554088381942
1996-10-01 48.6106315222089
1996-11-01 48.7062535357605
1996-12-01 48.6122985124732
1997-01-01 48.6022698075631
1997-02-01 48.9500877287521
1997-03-01 49.2684827644384
1997-04-01 48.3958247656549
1997-05-01 48.2056418269031
1997-06-01 48.7375373008147
1997-07-01 47.6607373243330
1997-08-01 47.9199757986320
1997-09-01 48.1422486061585
1997-10-01 48.5419085011545
1997-11-01 48.3644980730521
1997-12-01 48.6572986901332
1998-01-01 48.0625716903503
1998-02-01 47.9329202800998
1998-03-01 47.9059824511036
1998-04-01 48.5647969059868
1998-05-01 48.8797216711555
1998-06-01 48.6085521986275
1998-07-01 48.7639909887389
1998-08-01 48.6106389352536
1998-09-01 48.5664962421858
1998-10-01 47.6149472455207
1998-11-01 47.1868406132486
1998-12-01 47.4548457012554
1999-01-01 49.4849580803326
1999-02-01 49.9978221896699
1999-03-01 49.9227200240655
1999-04-01 49.5328800571937
1999-05-01 49.3164682638528
1999-06-01 49.4552923157214
1999-07-01 49.8341002159500
1999-08-01 50.1408976287442
1999-09-01 50.1413407325009
1999-10-01 50.7754727437932
1999-11-01 51.5971904856138
1999-12-01 51.8814477435195
2000-01-01 52.6767025632165
2000-02-01 52.5227757441844
2000-03-01 52.3385860438194
2000-04-01 51.9839792022933
2000-05-01 51.6692892867140
2000-06-01 51.8384019705630
2000-07-01 51.7725933363491
2000-08-01 51.5841536045911
2000-09-01 52.0996914436468
2000-10-01 52.9666358069954
2000-11-01 51.6049512624920
2000-12-01 51.1413396962792
2001-01-01 50.3429158763698
2001-02-01 50.6094553062889
2001-03-01 50.8554836991391
2001-04-01 51.3161416431471
2001-05-01 51.0405052520947
2001-06-01 51.2369399327519
2001-07-01 50.9449290222065
2001-08-01 50.7836782583250
2001-09-01 49.7568084151737
2001-10-01 49.9452131895118
2001-11-01 50.0916941840031
2001-12-01 49.9559408491884
2002-01-01 49.3529162118408
2002-02-01 49.2837384280640
2002-03-01 49.1489473782828
2002-04-01 49.2485037102271
2002-05-01 49.5992041211222
2002-06-01 49.1954402805045
2002-07-01 49.6332803657603
2002-08-01 50.0230649111038
2002-09-01 50.1173476314007
2002-10-01 50.3748282745574
2002-11-01 50.0250983605407
2002-12-01 50.1719282567354
2003-01-01 50.7384317715596
2003-02-01 50.1584267626365
2003-03-01 49.4253539430050
2003-04-01 50.2588988572904
2003-05-01 50.3177313607418
2003-06-01 50.1419245024339
2003-07-01 49.9012058364635
2003-08-01 49.6416337239980
2003-09-01 49.4172022688324
2003-10-01 50.1892386540555
2003-11-01 49.9310006046656
2003-12-01 49.8979973932811
2004-01-01 49.8066899673493
2004-02-01 50.0127020228533
2004-03-01 50.0488837896913
2004-04-01 50.0594164738595
2004-05-01 50.3157997840861
2004-06-01 50.7078023952038
2004-07-01 50.8680602408885
2004-08-01 51.1243623570221
2004-09-01 51.6241789647653
2004-10-01 51.5596564683334
2004-11-01 51.4997413331220
2004-12-01 51.4389028321184
2005-01-01 51.6541404899390
2005-02-01 51.5526609024912
2005-03-01 51.7780945641103
2005-04-01 51.9339318475659
2005-05-01 52.2424327816194
2005-06-01 52.3262299247411
2005-07-01 51.8268677782289
2005-08-01 51.6122012483755
2005-09-01 51.7945674581868
2005-10-01 51.7371855857113
2005-11-01 52.0412401546629
2005-12-01 52.0491792514560
2006-01-01 53.5003274833231
2006-02-01 53.6451883159069
2006-03-01 53.6521444637265
2006-04-01 53.3806727971030
2006-05-01 53.0070024278222
2006-06-01 53.2393322791912
2006-07-01 53.7682262385577
2006-08-01 53.9612724606722
2006-09-01 53.9690779319305
2006-10-01 53.7250221185414
2006-11-01 53.5259714022686
2006-12-01 54.4707922640758
2007-01-01 54.0150824000448
2007-02-01 54.4259432567006
2007-03-01 54.9687895586525
2007-04-01 54.2014717238781
2007-05-01 54.1352880582103
2007-06-01 54.4832416309821
2007-07-01 54.4326748562078
2007-08-01 54.8343590239647
2007-09-01 54.6568982236962
2007-10-01 54.8577123463606
2007-11-01 55.1214472805149
2007-12-01 54.4256828129211
2008-01-01 54.8704805112815
2008-02-01 54.6384660178644
2008-03-01 54.2187552120129
2008-04-01 54.7114622947995
2008-05-01 54.7246663907583
2008-06-01 54.4920026573645
2008-07-01 55.1155518330898
2008-08-01 55.0698173291353
2008-09-01 55.1909829718744
2008-10-01 55.4510090405217
2008-11-01 55.3701316155673
2008-12-01 55.8390289921283
2009-01-01 55.7314145823642
2009-02-01 55.5796384897562
2009-03-01 55.6710573586353
2009-04-01 55.3020002703025
2009-05-01 55.2560854664294
2009-06-01 55.7777531614086
2009-07-01 55.2272700060547
2009-08-01 54.9662476647841
2009-09-01 54.8567253073491
2009-10-01 54.2201118973420
2009-11-01 54.2552437079591
2009-12-01 53.7773529503801
2010-01-01 53.5425294271524
2010-02-01 53.2885563171253
2010-03-01 53.6975681974833
2010-04-01 54.1522332063277
2010-05-01 54.2076438467598
2010-06-01 54.3929232696842
2010-07-01 54.1752109317910
2010-08-01 54.5787609149749
2010-09-01 54.8067944720385
2010-10-01 55.4483248683967
2010-11-01 55.4560715132726
2010-12-01 55.9956700798369
2011-01-01 55.9947201303071
2011-02-01 55.0833778260698
2011-03-01 56.4995323392701
2011-04-01 56.9435595379841
2011-05-01 57.1861763614291
2011-06-01 57.4758041472157
2011-07-01 57.8021589794684
2011-08-01 57.7131332878115
2011-09-01 57.9338704810961
2011-10-01 57.9776865286497
2011-11-01 58.2029933124379
2011-12-01 57.9573727776458
2012-01-01 58.2010892001622
2012-02-01 58.4724990163230
2012-03-01 58.8027996152992
2012-04-01 58.6087266579237
2012-05-01 58.7719575213780
2012-06-01 58.5199013559069
2012-07-01 58.5516168167303
2012-08-01 58.4183917004272
2012-09-01 58.6488739199584
2012-10-01 59.3301676270139
2012-11-01 59.5084863552920
2012-12-01 60.4557686997917
2013-01-01 60.3873336008286
2013-02-01 60.7179632524688
2013-03-01 60.4999059884820
2013-04-01 60.2886676670144
2013-05-01 61.0829991898943
2013-06-01 61.1737867215954
2013-07-01 61.4687422194326
2013-08-01 61.8539356747490
2013-09-01 62.1452321248800
2013-10-01 61.7339386061739
2013-11-01 62.1370813766267
2013-12-01 61.7183428027973
2014-01-01 62.6699275730269
2014-02-01 62.3674879085777
2014-03-01 62.6319545060575
2014-04-01 62.7879964817628
2014-05-01 62.7400672696884
2014-06-01 62.9286796428492
2014-07-01 62.9628233993514
2014-08-01 63.2780054044466
2014-09-01 63.3179699589442
2014-10-01 63.5536509998886
2014-11-01 63.4414575862652
2014-12-01 63.7315211630782
2015-01-01 63.7240942896663
2015-02-01 64.6760056722312
2015-03-01 64.2651335346176
2015-04-01 64.4919396625854
2015-05-01 64.8685346093310
2015-06-01 66.1173566409932
2015-07-01 65.7616946700021
2015-08-01 66.0829542680230
2015-09-01 66.3086688509805
2015-10-01 66.3173585560724
2015-11-01 66.8819461695659
2015-12-01 67.0552187757967
2016-01-01 66.8668582492605
2016-02-01 67.1029834747058
2016-03-01 67.1186900438461
2016-04-01 66.9844531454094
2016-05-01 65.9822511451946
2016-06-01 66.0393815480409
2016-07-01 66.7535878818770
2016-08-01 66.7467645933045
2016-09-01 66.7303297059359
2016-10-01 67.0004597834541
2016-11-01 66.6919437734657
2016-12-01 66.5634164369947
2017-01-01 66.6684009248473
2017-02-01 66.5461523431429
2017-03-01 66.6929871822140
2017-04-01 67.1232088677344
2017-05-01 67.2174527951319
2017-06-01 67.9399793570269
2017-07-01 67.2881007325182
2017-08-01 67.1657156707019
2017-09-01 67.3602481514632
2017-10-01 67.4485999107064
2017-11-01 67.7023313364867
2017-12-01 67.7523614644263
2018-01-01 68.1843744709937
2018-02-01 68.3409892738308
2018-03-01 68.2762780946050
2018-04-01 68.3741603337752
2018-05-01 68.8803123667951
2018-06-01 69.1594569328424
2018-07-01 68.6977826572455
2018-08-01 68.8999177631618
2018-09-01 68.4586738377242
2018-10-01 68.3279119376637
2018-11-01 67.9879108195552
2018-12-01 67.9910406761315
2019-01-01 67.6243413267036
2019-02-01 67.9797642896351
2019-03-01 68.0648182009311
2019-04-01 68.8580907304503
2019-05-01 68.7232249120112
2019-06-01 68.2802030507817
2019-07-01 68.7256227696184
2019-08-01 68.8573985980626
2019-09-01 68.8232768499712
2019-10-01 69.0056460693046
2019-11-01 69.0998095583570
2019-12-01 68.9927620800632
2020-01-01 69.5905809652430
2020-02-01 70.0637144910223
2020-03-01 69.2841195277538
2020-04-01 57.3660828451765
2020-05-01 63.6027126753636
2020-06-01 66.9055067549482
2020-07-01 67.8515539591122
2020-08-01 68.1303088518442
2020-09-01 68.4851632668610
2020-10-01 68.6050554019614
2020-11-01 68.8837580773307
2020-12-01 69.3786170195663
2021-01-01 69.0390910485755
2021-02-01 67.4591634877305
2021-03-01 68.7945588990116
2021-04-01 67.9902873450443
2021-05-01 68.4096000794975
2021-06-01 69.0023958575316
2021-07-01 69.3892931343696
2021-08-01 68.9730389012074
2021-09-01 69.0516122479540
2021-10-01 69.1901737480035
2021-11-01 69.0476504536752
2021-12-01 69.1681640531263
2022-01-01 68.7330758783144
2022-02-01 68.9989022932672
2022-03-01 68.7261237840707
2022-04-01 69.3609864516739
2022-05-01 69.5682808340080
2022-06-01 70.0393267312442
2022-07-01 70.3320988150684
2022-08-01 70.4290090552142
2022-09-01 70.7565049777598
2022-10-01 70.4481685632099
2022-11-01 70.4778971637939
2022-12-01 70.3003067900277
2023-01-01 72.5492652920832
2023-02-01 72.6056710900584
2023-03-01 72.5785765242319
2023-04-01 72.7941340369789
2023-05-01 73.2389407851021
2023-06-01 73.4641506761317
2023-07-01 73.0786029765719
2023-08-01 73.5394000500321
2023-09-01 73.7725997201240
2023-10-01 73.8049025161288
2023-11-01 74.1147870373386
2023-12-01 74.1816826874037
2024-01-01 74.1063158401672
2024-02-01 74.3855490427230
2024-03-01 74.6966725800597
2024-04-01 74.8269472998669
2024-05-01 74.9950633789843
2024-06-01 74.5380557971868
2024-07-01 75.3471049233242
2024-08-01 75.5642754302140
2024-09-01 75.4202862946366
2024-10-01 75.8435339050466
2024-11-01 76.1188713546707
2024-12-01 76.1985832413616
2025-01-01 76.0458987686325
2025-02-01 75.5574127609179
2025-03-01 75.6641267211238
2025-04-01 76.1845886748716
2025-05-01 75.8238619458131
2025-06-01 75.1153525718822
2025-07-01 75.0107934633985
2025-08-01 74.6977774232577
2025-09-01 74.6739133743073
2025-10-01 75.2959833614675
2025-11-01 75.5250980417021
2025-12-01 74.1043323464441
2026-01-01 74.1622550313685
2026-02-01 73.9762170003183
2026-03-01 73.9271318830678
2026-04-01 73.4085534292555

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