Federal Reserve Economic Data

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 2025-09-01
Last Updated 2025-12-12 1:48 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 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 39.1066263737469
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 37.7662562830588
1991-06-01 38.6758776726453
1991-07-01 38.4128432774077
1991-08-01 38.6378004504920
1991-09-01 38.8245524172473
1991-10-01 38.6489209110390
1991-11-01 38.5689252523124
1991-12-01 38.4667590859439
1992-01-01 38.5367445975151
1992-02-01 38.7377346002783
1992-03-01 38.9662454165125
1992-04-01 38.8479344498279
1992-05-01 38.9521674200431
1992-06-01 39.0153124761246
1992-07-01 39.0814284145859
1992-08-01 39.1669280493108
1992-09-01 38.5678007035322
1992-10-01 39.1798319423813
1992-11-01 39.4623653034994
1992-12-01 39.4454932048374
1993-01-01 38.9730081852817
1993-02-01 39.2491046604522
1993-03-01 39.3058229810924
1993-04-01 39.8921939021364
1993-05-01 39.6745761733958
1993-06-01 39.5759238731427
1993-07-01 39.4236016884754
1993-08-01 39.6562399018377
1993-09-01 39.4866534401068
1993-10-01 40.2274112832021
1993-11-01 40.2778710318082
1993-12-01 40.4298061965120
1994-01-01 40.5456824821349
1994-02-01 40.4631600409003
1994-03-01 40.3231888660360
1994-04-01 40.7661406453834
1994-05-01 41.0077449871734
1994-06-01 41.2976031844822
1994-07-01 41.6588674222334
1994-08-01 41.4173479726957
1994-09-01 41.9965802410175
1994-10-01 41.6542148616826
1994-11-01 41.3831028058476
1994-12-01 41.7006607228101
1995-01-01 43.1544942608400
1995-02-01 43.1542140311605
1995-03-01 42.8630648608020
1995-04-01 42.7616555010618
1995-05-01 42.8297320559688
1995-06-01 42.7015728214500
1995-07-01 43.1002978788701
1995-08-01 42.8194745668911
1995-09-01 43.0985120811210
1995-10-01 43.4560530098490
1995-11-01 43.3370623654314
1995-12-01 43.7474735925559
1996-01-01 42.9656567274018
1996-02-01 42.7209635671404
1996-03-01 43.0359125243654
1996-04-01 43.1490434154607
1996-05-01 43.2919822253820
1996-06-01 43.3249510049116
1996-07-01 43.7082514634484
1996-08-01 44.2099411919766
1996-09-01 44.6117752044398
1996-10-01 43.8937938314168
1996-11-01 43.8310948512510
1996-12-01 44.0340494800660
1997-01-01 44.6090445444434
1997-02-01 44.8112311583241
1997-03-01 44.7244191409846
1997-04-01 44.2062546827511
1997-05-01 44.1294705696937
1997-06-01 44.5312558154645
1997-07-01 44.2207978142154
1997-08-01 44.1652703744328
1997-09-01 44.5435211701105
1997-10-01 44.7773928125685
1997-11-01 44.8166769852752
1997-12-01 44.8633899887176
1998-01-01 44.3921789262063
1998-02-01 44.3044837561586
1998-03-01 44.2086403813201
1998-04-01 45.6225655492125
1998-05-01 45.3377860361752
1998-06-01 45.4258146940969
1998-07-01 45.2320692861432
1998-08-01 45.4271378458677
1998-09-01 45.2076526326811
1998-10-01 45.1398464102730
1998-11-01 45.0354934030128
1998-12-01 45.0381821085745
1999-01-01 46.1206881388042
1999-02-01 46.1121912795208
1999-03-01 46.2842268473316
1999-04-01 46.4418506090825
1999-05-01 46.3211650146357
1999-06-01 46.3224781417609
1999-07-01 46.5824914740005
1999-08-01 46.8791588892973
1999-09-01 47.1104786835017
1999-10-01 47.3703082793194
1999-11-01 48.2020331082378
1999-12-01 48.6430057422260
2000-01-01 48.6007581256766
2000-02-01 48.7324061185010
2000-03-01 48.8673370400779
2000-04-01 48.6428701117323
2000-05-01 48.5547056835072
2000-06-01 48.7044234805338
2000-07-01 49.0850693458468
2000-08-01 49.3494372017082
2000-09-01 49.7152082090365
2000-10-01 50.3511493481769
2000-11-01 49.8509206890419
2000-12-01 48.9344250766881
2001-01-01 49.8591638923394
2001-02-01 50.2427841945095
2001-03-01 50.1401709180039
2001-04-01 51.8495563915684
2001-05-01 51.3784198163862
2001-06-01 51.7042811066226
2001-07-01 51.3606267303918
2001-08-01 51.3481083649312
2001-09-01 50.6708780349846
2001-10-01 50.1153222441921
2001-11-01 50.9720232111285
2001-12-01 50.8990114406638
2002-01-01 51.0198382441040
2002-02-01 51.1106470867485
2002-03-01 50.9695176877850
2002-04-01 51.0438071430771
2002-05-01 51.3366690045391
2002-06-01 51.5608673062834
2002-07-01 52.0014086951348
2002-08-01 52.1600978345006
2002-09-01 52.4245947790018
2002-10-01 52.6982737337182
2002-11-01 52.4255531845811
2002-12-01 52.0968300854070
2003-01-01 52.1521832550944
2003-02-01 51.8437855858936
2003-03-01 51.1409561185781
2003-04-01 51.9065527767359
2003-05-01 52.1084336220984
2003-06-01 51.8356289226155
2003-07-01 51.8894339709654
2003-08-01 52.1287166930055
2003-09-01 51.8538900039365
2003-10-01 52.6393289768648
2003-11-01 52.2150951146155
2003-12-01 52.3651988066409
2004-01-01 52.3031182491994
2004-02-01 52.4399717603651
2004-03-01 52.4719315542735
2004-04-01 52.6321893321630
2004-05-01 52.8081429328590
2004-06-01 53.2105544597681
2004-07-01 53.6911566837672
2004-08-01 53.6618610542928
2004-09-01 54.5754668865336
2004-10-01 54.5384439800335
2004-11-01 54.3738867015270
2004-12-01 54.4954645827513
2005-01-01 54.7274559919264
2005-02-01 54.9642587339619
2005-03-01 55.1859436296744
2005-04-01 55.4699211659391
2005-05-01 55.6481308018052
2005-06-01 56.4477998556659
2005-07-01 54.9412482186919
2005-08-01 54.6026131938079
2005-09-01 54.8059434267287
2005-10-01 54.6303650132450
2005-11-01 54.9867259694600
2005-12-01 54.6684359478559
2006-01-01 55.9284460209129
2006-02-01 56.0412767246686
2006-03-01 56.3268883520616
2006-04-01 56.2299023258591
2006-05-01 55.8312722258950
2006-06-01 55.7176854877505
2006-07-01 55.9117976058327
2006-08-01 55.9044738522568
2006-09-01 55.8956699388865
2006-10-01 55.3230034828349
2006-11-01 55.2500080092239
2006-12-01 55.4548943074972
2007-01-01 54.4089034031586
2007-02-01 55.0470026356382
2007-03-01 55.7017073564257
2007-04-01 55.0243225379004
2007-05-01 55.1211450183178
2007-06-01 55.4539696737738
2007-07-01 56.1015130711375
2007-08-01 56.6131067910874
2007-09-01 56.5714145927519
2007-10-01 56.9760825850181
2007-11-01 57.3251085238008
2007-12-01 56.9935372816132
2008-01-01 57.0797929390904
2008-02-01 56.8666749785520
2008-03-01 56.9102441719218
2008-04-01 56.6932364136230
2008-05-01 56.8253744224827
2008-06-01 57.2286361577722
2008-07-01 56.7650834144415
2008-08-01 56.4358056612720
2008-09-01 57.1641565122266
2008-10-01 57.5094036633838
2008-11-01 57.4974689803278
2008-12-01 57.9030257972027
2009-01-01 57.5423242457917
2009-02-01 57.8652796564924
2009-03-01 57.7183810300810
2009-04-01 57.7534777510758
2009-05-01 57.6928605359578
2009-06-01 57.5909122844705
2009-07-01 57.8360929154059
2009-08-01 57.6928266789158
2009-09-01 57.2519422771808
2009-10-01 57.3066790369361
2009-11-01 57.3123655503996
2009-12-01 57.2257052157422
2010-01-01 56.9576061420909
2010-02-01 56.2711246655075
2010-03-01 56.9252090915363
2010-04-01 57.4305546365146
2010-05-01 57.6329633955292
2010-06-01 57.4846583119908
2010-07-01 57.4936811564600
2010-08-01 57.6671165332088
2010-09-01 58.1142095613392
2010-10-01 58.1299489186073
2010-11-01 58.4474179696673
2010-12-01 58.6158793682797
2011-01-01 59.2580167194600
2011-02-01 58.6948845286781
2011-03-01 59.8683751122779
2011-04-01 60.5529010976845
2011-05-01 59.6210050093953
2011-06-01 60.1545561209513
2011-07-01 60.2260757282117
2011-08-01 60.1806369767992
2011-09-01 60.5317664780312
2011-10-01 60.2487899880551
2011-11-01 60.2977661830761
2011-12-01 60.3737940171996
2012-01-01 60.8239002818050
2012-02-01 61.0045789601744
2012-03-01 61.6328661176130
2012-04-01 61.4507242546430
2012-05-01 61.5866033000319
2012-06-01 61.5620403710120
2012-07-01 61.0202906183392
2012-08-01 61.4285155297752
2012-09-01 61.6788161686287
2012-10-01 62.5695633771705
2012-11-01 62.7252935078082
2012-12-01 63.4541669992022
2013-01-01 63.1317957985949
2013-02-01 63.4252464988138
2013-03-01 63.3162103446850
2013-04-01 63.3449023726673
2013-05-01 64.0860563656812
2013-06-01 63.9316975201784
2013-07-01 64.4865944888119
2013-08-01 64.8129242338268
2013-09-01 65.1319992841178
2013-10-01 64.7431580328235
2013-11-01 65.0337987237185
2013-12-01 64.6518309593910
2014-01-01 65.2874247203693
2014-02-01 65.2225045051324
2014-03-01 65.4003284644023
2014-04-01 65.9777383899225
2014-05-01 65.9457188280577
2014-06-01 65.7968798226814
2014-07-01 65.8261342478981
2014-08-01 66.1035961224644
2014-09-01 66.2411455296612
2014-10-01 66.3194761106832
2014-11-01 66.2161455802721
2014-12-01 66.6658546121335
2015-01-01 66.5489068059427
2015-02-01 66.7548002043354
2015-03-01 66.6640305292115
2015-04-01 66.9696530030565
2015-05-01 67.3070884229553
2015-06-01 68.2144109017695
2015-07-01 68.4730137353868
2015-08-01 68.7135040571726
2015-09-01 68.3314285742205
2015-10-01 68.7917103274769
2015-11-01 69.2250196804821
2015-12-01 69.3657809734669
2016-01-01 69.7052556136839
2016-02-01 69.8352877672093
2016-03-01 69.7946360919956
2016-04-01 69.8639694568535
2016-05-01 69.5788810951195
2016-06-01 69.6151709913662
2016-07-01 69.9189755865899
2016-08-01 70.1860141638223
2016-09-01 69.6990710299954
2016-10-01 70.3822489771961
2016-11-01 70.4143137989842
2016-12-01 70.3615298098477
2017-01-01 70.5784219171043
2017-02-01 70.9907971993057
2017-03-01 71.3796784318402
2017-04-01 71.1498569068366
2017-05-01 71.5462521166550
2017-06-01 71.6256217348417
2017-07-01 71.5907843871535
2017-08-01 71.5891592473090
2017-09-01 71.9514240441949
2017-10-01 72.5262665588422
2017-11-01 72.6735215332265
2017-12-01 73.0750217788765
2018-01-01 73.1143913010121
2018-02-01 73.0780745282891
2018-03-01 73.3821469879284
2018-04-01 73.9880449517088
2018-05-01 74.9625424950219
2018-06-01 74.3281620215274
2018-07-01 74.0551750160400
2018-08-01 73.9832161804650
2018-09-01 74.0999208814533
2018-10-01 73.3351795405336
2018-11-01 73.6043169867561
2018-12-01 73.9481481500805
2019-01-01 73.9750180535937
2019-02-01 74.4066167874530
2019-03-01 74.4065170220833
2019-04-01 74.4152050857595
2019-05-01 74.3968822276771
2019-06-01 73.5357073158211
2019-07-01 74.6542953019617
2019-08-01 74.7143360708114
2019-09-01 75.1704980099882
2019-10-01 74.8318320438610
2019-11-01 75.2829486588313
2019-12-01 75.3082789583560
2020-01-01 75.6257803275331
2020-02-01 75.8838101608279
2020-03-01 73.1048482812449
2020-04-01 47.3592116526731
2020-05-01 57.8144694354336
2020-06-01 63.0751077647148
2020-07-01 64.8039444521494
2020-08-01 65.5372111308361
2020-09-01 65.7453613811334
2020-10-01 66.4635888835350
2020-11-01 67.1326638283217
2020-12-01 66.9486662083532
2021-01-01 67.7094940790933
2021-02-01 66.4179729450877
2021-03-01 68.3269654443755
2021-04-01 68.8857671752488
2021-05-01 69.7596372135738
2021-06-01 70.8168273034331
2021-07-01 72.3948469735521
2021-08-01 71.7406786844860
2021-09-01 71.8171482916957
2021-10-01 72.7274626271127
2021-11-01 72.8300047895815
2021-12-01 73.5363065920302
2022-01-01 73.2583836629652
2022-02-01 73.4422762638335
2022-03-01 73.0800171923852
2022-04-01 74.9316950345594
2022-05-01 75.3618017460780
2022-06-01 75.6409611613852
2022-07-01 76.2078140778889
2022-08-01 76.1377965040436
2022-09-01 76.7695022418110
2022-10-01 76.6998139211232
2022-11-01 76.8037859448196
2022-12-01 76.4367975681851
2023-01-01 78.3810890836834
2023-02-01 78.7061473992242
2023-03-01 78.3977831477360
2023-04-01 78.4399721766509
2023-05-01 78.4704232477634
2023-06-01 78.7302837233857
2023-07-01 78.7540799977754
2023-08-01 78.8856020897399
2023-09-01 79.4886807987135
2023-10-01 79.0251426343822
2023-11-01 79.1910643599249
2023-12-01 78.9458097753081
2024-01-01 78.5829356667468
2024-02-01 79.0653100737187
2024-03-01 79.4795909946780
2024-04-01 79.9949296964123
2024-05-01 80.1355773589345
2024-06-01 79.6388373978557
2024-07-01 79.7062979464563
2024-08-01 80.5184191995873
2024-09-01 80.5823229438556
2024-10-01 81.8877740562436
2024-11-01 81.9495457968288
2024-12-01 82.2863006820941
2025-01-01 82.1293283452536
2025-02-01 82.1349367146077
2025-03-01 82.2921444642208
2025-04-01 81.0383855140325
2025-05-01 80.9106055913680
2025-06-01 80.9336678420747
2025-07-01 80.5091322767371
2025-08-01 80.4025780056515
2025-09-01 80.1911801467660

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