Table Data - All Employees: Leisure and Hospitality in Oklahoma City, OK (MSA)

Title All Employees: Leisure and Hospitality in Oklahoma City, OK (MSA)
Series ID OKLA440LEIH
Source U.S. Bureau of Labor Statistics
Release State Employment and Unemployment
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2026-04-01
Last Updated 2026-05-26 2:54 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 39.0641337989322
1990-02-01 39.1669763409433
1990-03-01 39.1026085915202
1990-04-01 39.0282787331387
1990-05-01 39.2224071252142
1990-06-01 39.2393733640096
1990-07-01 39.3168603208940
1990-08-01 39.1160772388892
1990-09-01 39.1066263737468
1990-10-01 38.5715786739708
1990-11-01 38.5634545186631
1990-12-01 38.3739922559861
1991-01-01 39.3564801877946
1991-02-01 38.6511357939712
1991-03-01 38.7328675957589
1991-04-01 38.7340422292263
1991-05-01 37.7662562830589
1991-06-01 38.6758776726453
1991-07-01 38.4128432774077
1991-08-01 38.6378004504920
1991-09-01 38.8245524172473
1991-10-01 38.6489209110391
1991-11-01 38.5689252523124
1991-12-01 38.4667590859439
1992-01-01 38.5367445975152
1992-02-01 38.7377346002784
1992-03-01 38.9662454165125
1992-04-01 38.8479344498277
1992-05-01 38.9521674200427
1992-06-01 39.0153124761241
1992-07-01 39.0814284145856
1992-08-01 39.1669280493108
1992-09-01 38.5678007035329
1992-10-01 39.1798319423826
1992-11-01 39.4623653035009
1992-12-01 39.4454932048382
1993-01-01 38.9730081852815
1993-02-01 39.2491046604509
1993-03-01 39.3058229810904
1993-04-01 39.8921939021343
1993-05-01 39.6745761733940
1993-06-01 39.5759238731418
1993-07-01 39.4236016884756
1993-08-01 39.6562399018390
1993-09-01 39.4866534401100
1993-10-01 40.2274112832070
1993-11-01 40.2778710318130
1993-12-01 40.4298061965143
1994-01-01 40.5456824821333
1994-02-01 40.4631600408951
1994-03-01 40.3231888660288
1994-04-01 40.7661406453765
1994-05-01 41.0077449871688
1994-06-01 41.2976031844814
1994-07-01 41.6588674222354
1994-08-01 41.4173479726986
1994-09-01 41.9965802410245
1994-10-01 41.6542148616933
1994-11-01 41.3831028058580
1994-12-01 41.7006607228201
1995-01-01 43.1544942608501
1995-02-01 43.1542140311704
1995-03-01 42.8630648606964
1995-04-01 42.7616555010751
1995-05-01 42.8297320559847
1995-06-01 42.7015728214682
1995-07-01 43.1002978788850
1995-08-01 42.8194745668976
1995-09-01 43.0985120811227
1995-10-01 43.4560530098470
1995-11-01 43.3370623654270
1995-12-01 43.7474735924905
1996-01-01 42.9656567274899
1996-02-01 42.7209635671739
1996-03-01 43.0359125241822
1996-04-01 43.1490434155285
1996-05-01 43.2919822254575
1996-06-01 43.3249510049759
1996-07-01 43.7082514634803
1996-08-01 44.2099411919645
1996-09-01 44.6117752043862
1996-10-01 43.8937938313344
1996-11-01 43.8310948511605
1996-12-01 44.0340494798707
1997-01-01 44.6090445445964
1997-02-01 44.8112311584075
1997-03-01 44.7244191407815
1997-04-01 44.2062546830070
1997-05-01 44.1294705700063
1997-06-01 44.5312558157344
1997-07-01 44.2207978143473
1997-08-01 44.1652703743827
1997-09-01 44.5435211698116
1997-10-01 44.7773928117136
1997-11-01 44.8166769848226
1997-12-01 44.8633899885256
1998-01-01 44.3921789264617
1998-02-01 44.3044837564074
1998-03-01 44.2086403822790
1998-04-01 45.6225655499133
1998-05-01 45.3377860363586
1998-06-01 45.4258146941413
1998-07-01 45.2320692861083
1998-08-01 45.4271378457945
1998-09-01 45.2076526323247
1998-10-01 45.1398464076384
1998-11-01 45.0354934022490
1998-12-01 45.0381821084403
1999-01-01 46.1206881391914
1999-02-01 46.1121912803133
1999-03-01 46.2842268504464
1999-04-01 46.4418506113054
1999-05-01 46.3211650153633
1999-06-01 46.3224781414650
1999-07-01 46.5824914731334
1999-08-01 46.8791588885422
1999-09-01 47.1104786824815
1999-10-01 47.3703082699354
1999-11-01 48.2020331071162
1999-12-01 48.6430057422370
2000-01-01 48.6007581261684
2000-02-01 48.7324061197223
2000-03-01 48.8673370642147
2000-04-01 48.6428701152125
2000-05-01 48.5547056826814
2000-06-01 48.7044234751119
2000-07-01 49.0850693349669
2000-08-01 49.3494371872289
2000-09-01 49.7152081935223
2000-10-01 50.3511493670405
2000-11-01 49.8509206806829
2000-12-01 48.9344250749041
2001-01-01 49.8591638949674
2001-02-01 50.2427841996995
2001-03-01 50.1401709686827
2001-04-01 51.8495564053542
2001-05-01 51.3784198241608
2001-06-01 51.7042811057042
2001-07-01 51.3606267158998
2001-08-01 51.3481083388634
2001-09-01 50.6708778881310
2001-10-01 50.1153222868332
2001-11-01 50.9720231948570
2001-12-01 50.8990114519540
2002-01-01 51.0198382822314
2002-02-01 51.1106471426634
2002-03-01 50.9695178145822
2002-04-01 51.0438072089727
2002-05-01 51.3366690523510
2002-06-01 51.5608672527555
2002-07-01 52.0014086558813
2002-08-01 52.1600977481935
2002-09-01 52.4245944057972
2002-10-01 52.6982737012829
2002-11-01 52.4255530597681
2002-12-01 52.0968302910821
2003-01-01 52.1521833421422
2003-02-01 51.8437857864198
2003-03-01 51.1409564394762
2003-04-01 51.9065530237747
2003-05-01 52.1084337712622
2003-06-01 51.8356287988569
2003-07-01 51.8894338164166
2003-08-01 52.1287164217489
2003-09-01 51.8538892664919
2003-10-01 52.6393286413583
2003-11-01 52.2150947009838
2003-12-01 52.3651989648983
2004-01-01 52.3031189270875
2004-02-01 52.4399717513656
2004-03-01 52.4719337293466
2004-04-01 52.6321894701024
2004-05-01 52.8081429248419
2004-06-01 53.2105539949033
2004-07-01 53.6911561389900
2004-08-01 53.6618603367572
2004-09-01 54.5754656977634
2004-10-01 54.5384433072821
2004-11-01 54.3738860138223
2004-12-01 54.4954647393736
2005-01-01 54.7274572724629
2005-02-01 54.9642584918353
2005-03-01 55.1859478955401
2005-04-01 55.4699212983176
2005-05-01 55.6481310443787
2005-06-01 56.4478000433126
2005-07-01 54.9412487115848
2005-08-01 54.6026074094746
2005-09-01 54.8059434940227
2005-10-01 54.6303650392591
2005-11-01 54.9867250325223
2005-12-01 54.6684349324199
2006-01-01 55.9284467184655
2006-02-01 56.0412753779542
2006-03-01 56.3268948151621
2006-04-01 56.2299038301228
2006-05-01 55.8312749642643
2006-06-01 55.7176885941940
2006-07-01 55.9118002490479
2006-08-01 55.9044616923106
2006-09-01 55.8956677816007
2006-10-01 55.3229989457127
2006-11-01 55.2500018101663
2006-12-01 55.4548902722720
2007-01-01 54.4089078668555
2007-02-01 55.0470078441286
2007-03-01 55.7017293296138
2007-04-01 55.0243373715325
2007-05-01 55.1211532530044
2007-06-01 55.4539661385300
2007-07-01 56.1014982914517
2007-08-01 56.6130665180185
2007-09-01 56.5713951150654
2007-10-01 56.9760707637187
2007-11-01 57.3251066158711
2007-12-01 56.9935489250469
2008-01-01 57.0798285843491
2008-02-01 56.8666979085414
2008-03-01 56.9102957345576
2008-04-01 56.6932708411005
2008-05-01 56.8254349014006
2008-06-01 57.2285756030946
2008-07-01 56.7649938575848
2008-08-01 56.4356974081467
2008-09-01 57.1640942624488
2008-10-01 57.5093863807335
2008-11-01 57.4974955926066
2008-12-01 57.9030788155043
2009-01-01 57.5424139583591
2009-02-01 57.8653388066017
2009-03-01 57.7185811406244
2009-04-01 57.7535565338927
2009-05-01 57.6930398484069
2009-06-01 57.5908824681229
2009-07-01 57.8353381483726
2009-08-01 57.6927249497249
2009-09-01 57.2518710684508
2009-10-01 57.3066315575905
2009-11-01 57.3123456529515
2009-12-01 57.2264496024805
2010-01-01 56.9576292686782
2010-02-01 56.2711038322972
2010-03-01 56.9254519358858
2010-04-01 57.4305935750514
2010-05-01 57.6331959267979
2010-06-01 57.4846362000019
2010-07-01 57.4922892970747
2010-08-01 57.6670740521815
2010-09-01 58.1141778248201
2010-10-01 58.1299051667584
2010-11-01 58.4473562776240
2010-12-01 58.6176592913713
2011-01-01 59.2578750320973
2011-02-01 58.6946600498631
2011-03-01 59.8685063995452
2011-04-01 60.5527160699647
2011-05-01 59.6211099388205
2011-06-01 60.1545499972495
2011-07-01 60.2240843318378
2011-08-01 60.1808777074228
2011-09-01 60.5320192859512
2011-10-01 60.2489463097614
2011-11-01 60.2977737930121
2011-12-01 60.3766845906457
2012-01-01 60.8234783062511
2012-02-01 61.0039760531984
2012-03-01 61.6324417921377
2012-04-01 61.4497904916285
2012-05-01 61.5859174788480
2012-06-01 61.5625360561322
2012-07-01 61.0183646850640
2012-08-01 61.4282403744273
2012-09-01 61.6822316826095
2012-10-01 62.5694053981745
2012-11-01 62.7249933802860
2012-12-01 63.4572304549392
2013-01-01 63.1309385611476
2013-02-01 63.4241730614384
2013-03-01 63.3151350785443
2013-04-01 63.3431366792281
2013-05-01 64.0844505366587
2013-06-01 63.9326072478860
2013-07-01 64.4842293679290
2013-08-01 64.8113150785104
2013-09-01 65.1432902176486
2013-10-01 64.7416271938558
2013-11-01 65.0322843604274
2013-12-01 64.6540039661140
2014-01-01 65.2857952500446
2014-02-01 65.2208035145367
2014-03-01 65.3985457745081
2014-04-01 65.9753833222300
2014-05-01 65.9434298762961
2014-06-01 65.7984017952080
2014-07-01 65.8241560586248
2014-08-01 66.1004090736688
2014-09-01 66.2601103415661
2014-10-01 66.3161574200440
2014-11-01 66.2131662453327
2014-12-01 66.6662558114846
2015-01-01 66.5467291005321
2015-02-01 66.7527606619475
2015-03-01 66.6618924634774
2015-04-01 66.9673633714898
2015-05-01 67.3047595210655
2015-06-01 68.2161401937039
2015-07-01 68.4719388966709
2015-08-01 68.7104959678007
2015-09-01 68.3571231596932
2015-10-01 68.7792576073666
2015-11-01 69.2229127637257
2015-12-01 69.3660042507953
2016-01-01 69.7040258896326
2016-02-01 69.8339390820307
2016-03-01 69.7928306489051
2016-04-01 69.8618525858839
2016-05-01 69.5760856698620
2016-06-01 69.6175479032166
2016-07-01 69.9181190434730
2016-08-01 70.1827670049660
2016-09-01 69.7257090148868
2016-10-01 70.3607546518152
2016-11-01 70.4143044223800
2016-12-01 70.3632519741749
2017-01-01 70.5805603695398
2017-02-01 70.9933189194855
2017-03-01 71.3826962533624
2017-04-01 71.1456754953937
2017-05-01 71.5396835064996
2017-06-01 71.6263780319071
2017-07-01 71.5893376355104
2017-08-01 71.5842328951031
2017-09-01 71.9745266881709
2017-10-01 72.4945369105640
2017-11-01 72.6824858947665
2017-12-01 73.0794690217299
2018-01-01 73.1205831092478
2018-02-01 73.0907543929846
2018-03-01 73.3902898238930
2018-04-01 73.9810813342583
2018-05-01 74.9514031318123
2018-06-01 74.3264797976139
2018-07-01 74.0465803904479
2018-08-01 73.9749515727264
2018-09-01 74.1082721333892
2018-10-01 73.2996682978071
2018-11-01 73.6176555903500
2018-12-01 73.9789422500831
2019-01-01 73.9822677919531
2019-02-01 74.4282233431456
2019-03-01 74.4230292889912
2019-04-01 74.4043447876825
2019-05-01 74.3792144010361
2019-06-01 73.5268224205249
2019-07-01 74.6347955659364
2019-08-01 74.6989293742692
2019-09-01 75.1599186268883
2019-10-01 74.7898846475469
2019-11-01 75.2981229992775
2019-12-01 75.3827843047094
2020-01-01 75.6298091732177
2020-02-01 75.9523009827476
2020-03-01 73.1177092125519
2020-04-01 47.3462297897107
2020-05-01 57.7909174827308
2020-06-01 63.0534457509339
2020-07-01 64.7663368891748
2020-08-01 65.5089767236994
2020-09-01 65.7181710622100
2020-10-01 66.4325120470909
2020-11-01 67.1514642555739
2020-12-01 67.0703861195503
2021-01-01 67.7007569645758
2021-02-01 66.5311092359838
2021-03-01 68.3496869980470
2021-04-01 68.8600199661367
2021-05-01 69.7195584938357
2021-06-01 70.7572229750719
2021-07-01 72.3163257823545
2021-08-01 71.6660121954552
2021-09-01 71.7238916252355
2021-10-01 72.7309477783348
2021-11-01 72.8804760827900
2021-12-01 73.7554038269316
2022-01-01 73.2548989246546
2022-02-01 73.6714021106677
2022-03-01 73.1177325986824
2022-04-01 74.8583751544625
2022-05-01 75.2621653714573
2022-06-01 75.5620825812075
2022-07-01 76.0765116841604
2022-08-01 75.9989353734600
2022-09-01 76.5687634670141
2022-10-01 76.7242910531402
2022-11-01 76.9064463610634
2022-12-01 76.8067789574975
2023-01-01 78.4300294040896
2023-02-01 79.0281142882110
2023-03-01 78.4884749783661
2023-04-01 78.3063346454268
2023-05-01 78.2884815977752
2023-06-01 78.6263331995805
2023-07-01 78.5621872215941
2023-08-01 78.6612654155123
2023-09-01 79.1469771925140
2023-10-01 79.0816991373834
2023-11-01 79.3558356571081
2023-12-01 79.4767813264784
2024-01-01 78.7227841559310
2024-02-01 79.4751054600301
2024-03-01 79.6186236477098
2024-04-01 79.8715466239515
2024-05-01 79.8498329603796
2024-06-01 79.7273628060021
2024-07-01 79.4633150929947
2024-08-01 80.2212952990287
2024-09-01 80.3260286521393
2024-10-01 80.5653030997807
2024-11-01 80.7660249857204
2024-12-01 81.0448538357690
2025-01-01 81.0297228397859
2025-02-01 80.9413325047066
2025-03-01 81.1930705523406
2025-04-01 80.8509207977672
2025-05-01 81.0492254649678
2025-06-01 79.9183327359953
2025-07-01 79.7306191743637
2025-08-01 79.5545063284724
2025-09-01 79.3527319807915
2025-10-01 79.3830236525537
2025-11-01 78.9426430830783
2025-12-01 78.2477645221144
2026-01-01 78.4536532233772
2026-02-01 78.8289527122679
2026-03-01 78.4655415503933
2026-04-01 78.8249746450021

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