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

Title All Employees: Leisure and Hospitality in Tulsa, OK (MSA)
Series ID TULS140LEIH
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 2:46 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 23.9128698348179
1990-02-01 23.7138834468701
1990-03-01 23.7001387576701
1990-04-01 23.6882406303362
1990-05-01 24.2387104736923
1990-06-01 24.4606829307200
1990-07-01 24.3353781226264
1990-08-01 24.8739514024874
1990-09-01 25.1064772471352
1990-10-01 25.3493785088366
1990-11-01 25.8731914960558
1990-12-01 25.9652029028404
1991-01-01 25.8141995527576
1991-02-01 26.0034861726917
1991-03-01 26.1939864378183
1991-04-01 25.7650037926438
1991-05-01 26.0251984188749
1991-06-01 26.2539490460675
1991-07-01 26.6506670345316
1991-08-01 26.6997008146560
1991-09-01 26.9150068002096
1991-10-01 26.6531382832966
1991-11-01 26.6909785041819
1991-12-01 26.6755260927209
1992-01-01 26.7218426359689
1992-02-01 26.7834364765204
1992-03-01 26.7673007299106
1992-04-01 27.0382924816567
1992-05-01 26.9882897945372
1992-06-01 27.0379070767575
1992-07-01 27.4687211525087
1992-08-01 27.5592808904580
1992-09-01 27.3370537330934
1992-10-01 27.6525902990499
1992-11-01 27.6252127125620
1992-12-01 27.3902208755695
1993-01-01 27.8987210632259
1993-02-01 28.1509991621521
1993-03-01 28.4475760624813
1993-04-01 28.7214455108173
1993-05-01 28.7357619935400
1993-06-01 28.8177838303751
1993-07-01 28.2018046222025
1993-08-01 28.5169946451498
1993-09-01 28.9829679591228
1993-10-01 29.2446808145353
1993-11-01 29.4467166626184
1993-12-01 29.9167751667185
1994-01-01 30.6608493003656
1994-02-01 30.3266021225770
1994-03-01 30.3077830430041
1994-04-01 30.6207335179052
1994-05-01 30.5789519157641
1994-06-01 30.4773293678813
1994-07-01 31.0511427379450
1994-08-01 31.3911230514535
1994-09-01 31.5346385582622
1994-10-01 30.9443776506828
1994-11-01 31.5636495849496
1994-12-01 31.5084045602138
1995-01-01 31.6111159373837
1995-02-01 31.7039129021627
1995-03-01 31.8906047348388
1995-04-01 31.7288087234926
1995-05-01 32.3359816440052
1995-06-01 32.4480738583128
1995-07-01 32.0968273464226
1995-08-01 32.0250608166205
1995-09-01 31.7843984063460
1995-10-01 32.2573121065321
1995-11-01 32.2677907711899
1995-12-01 32.2931067519358
1996-01-01 32.2846709876652
1996-02-01 32.1896897724364
1996-03-01 32.0658129039057
1996-04-01 31.6379391456001
1996-05-01 32.0066727596011
1996-06-01 32.0378011313937
1996-07-01 32.1163454524998
1996-08-01 32.2505613892505
1996-09-01 32.3391149039111
1996-10-01 32.5630529856291
1996-11-01 32.7535189889900
1996-12-01 32.5343428658203
1997-01-01 33.2026168974374
1997-02-01 33.0880509356505
1997-03-01 33.3623046799561
1997-04-01 31.8308606594918
1997-05-01 31.8211049524790
1997-06-01 32.1463089166974
1997-07-01 32.1907053257250
1997-08-01 32.4408806854278
1997-09-01 32.4979529639022
1997-10-01 32.4509174936571
1997-11-01 32.4327166781541
1997-12-01 32.6002508988510
1998-01-01 32.2439763643837
1998-02-01 32.2846533932926
1998-03-01 32.1501158384965
1998-04-01 32.2308206707858
1998-05-01 32.1576587263234
1998-06-01 31.8601437133701
1998-07-01 31.6556351684005
1998-08-01 31.4186677789176
1998-09-01 31.7467319829045
1998-10-01 31.1276252932541
1998-11-01 31.0999264031659
1998-12-01 31.0334395653581
1999-01-01 32.1240783575700
1999-02-01 32.5946991353064
1999-03-01 32.1481346019069
1999-04-01 33.2391194053234
1999-05-01 33.5044184147747
1999-06-01 33.4594478567984
1999-07-01 33.9171521085764
1999-08-01 33.5931974256381
1999-09-01 34.1695904268196
1999-10-01 34.7077526025277
1999-11-01 34.8747026730654
1999-12-01 34.8999584171755
2000-01-01 34.3873843784332
2000-02-01 34.3005146327551
2000-03-01 34.3363112902314
2000-04-01 34.2677684559090
2000-05-01 34.0140567491410
2000-06-01 34.3635301632475
2000-07-01 34.3079682929264
2000-08-01 34.1719573453106
2000-09-01 34.1993162914799
2000-10-01 34.1889999957090
2000-11-01 34.0293484215349
2000-12-01 33.8712863206316
2001-01-01 34.0383235624245
2001-02-01 34.3143092154866
2001-03-01 34.0014478426339
2001-04-01 33.8080087972773
2001-05-01 33.7312254282496
2001-06-01 34.0443236080979
2001-07-01 34.3148829340473
2001-08-01 34.5534752734013
2001-09-01 34.5111698697950
2001-10-01 34.3968284572457
2001-11-01 34.3949946068996
2001-12-01 34.4936019656155
2002-01-01 34.2481637719678
2002-02-01 34.2240643079898
2002-03-01 34.3539111090593
2002-04-01 34.4389537519046
2002-05-01 34.8300248133478
2002-06-01 34.5182335310012
2002-07-01 33.6350369503430
2002-08-01 34.0087749487687
2002-09-01 34.1216441599534
2002-10-01 34.1535705161476
2002-11-01 33.9899994788258
2002-12-01 34.0252587049824
2003-01-01 33.8417922371763
2003-02-01 33.7432651827742
2003-03-01 33.5839754855719
2003-04-01 33.6512830958785
2003-05-01 33.7182390406349
2003-06-01 33.2698006797034
2003-07-01 33.2385646216411
2003-08-01 33.3783497253400
2003-09-01 33.3372652219211
2003-10-01 33.6406775343521
2003-11-01 33.8168231408767
2003-12-01 33.7766236473690
2004-01-01 34.1253030234566
2004-02-01 34.2438493036091
2004-03-01 34.3105294924120
2004-04-01 33.9390733101084
2004-05-01 33.7871061063022
2004-06-01 33.9419821696511
2004-07-01 34.0253575546211
2004-08-01 34.2520812564155
2004-09-01 34.4793762922718
2004-10-01 34.4334220001369
2004-11-01 34.6353131216583
2004-12-01 34.6363280182158
2005-01-01 34.5007023583289
2005-02-01 34.5216973072717
2005-03-01 34.7320442768291
2005-04-01 35.2426716346391
2005-05-01 35.3824421353449
2005-06-01 35.7089941684366
2005-07-01 35.6054945685819
2005-08-01 35.7374597332383
2005-09-01 36.0058706021753
2005-10-01 35.4997398486263
2005-11-01 35.4628442798371
2005-12-01 35.2993033697880
2006-01-01 36.1803716812058
2006-02-01 36.0911431093418
2006-03-01 36.3738951324093
2006-04-01 36.2495175690360
2006-05-01 36.3779465507932
2006-06-01 36.3815564897414
2006-07-01 36.5834040267291
2006-08-01 36.5419627141774
2006-09-01 36.3974596694484
2006-10-01 36.5523217647964
2006-11-01 36.1859731133244
2006-12-01 37.0619106167564
2007-01-01 36.3640865025751
2007-02-01 36.6676871204856
2007-03-01 36.7422528117665
2007-04-01 36.6422361657416
2007-05-01 36.5646960454512
2007-06-01 36.5698189213641
2007-07-01 36.7772800886642
2007-08-01 36.6786350609415
2007-09-01 36.6655814617851
2007-10-01 36.7448370949804
2007-11-01 36.9957164020286
2007-12-01 36.8050469247006
2008-01-01 36.8836945048605
2008-02-01 36.8635316695376
2008-03-01 36.5542261307318
2008-04-01 36.4972343732166
2008-05-01 36.7418181720746
2008-06-01 36.7932824918515
2008-07-01 36.5685754623607
2008-08-01 36.9260822866012
2008-09-01 36.8004965527961
2008-10-01 37.0141089735071
2008-11-01 36.8910495843724
2008-12-01 37.2557989185215
2009-01-01 37.6167706518111
2009-02-01 37.4627706373042
2009-03-01 37.7022902082383
2009-04-01 37.2404496757108
2009-05-01 37.1217894586771
2009-06-01 37.1127491457659
2009-07-01 36.8714059757595
2009-08-01 36.4482156012153
2009-09-01 36.6285865181239
2009-10-01 36.1754589318314
2009-11-01 36.2897736148924
2009-12-01 35.9861130429669
2010-01-01 35.8620919041395
2010-02-01 35.8921215644535
2010-03-01 35.9711895565148
2010-04-01 36.3877069347391
2010-05-01 36.2941607488538
2010-06-01 36.2252180144965
2010-07-01 36.2504990291469
2010-08-01 36.3394048961362
2010-09-01 36.4445000778563
2010-10-01 36.7757811298201
2010-11-01 37.0014230463340
2010-12-01 37.1151691012999
2011-01-01 36.4088612630466
2011-02-01 35.5253132889982
2011-03-01 36.3477599262452
2011-04-01 36.6454305692465
2011-05-01 36.5526990402283
2011-06-01 36.5253502687559
2011-07-01 37.0115927801331
2011-08-01 37.0991313898922
2011-09-01 37.4026267495281
2011-10-01 37.4921292091058
2011-11-01 37.4300358848288
2011-12-01 37.6292236664871
2012-01-01 37.8487455934468
2012-02-01 38.1596205938682
2012-03-01 38.3056053962564
2012-04-01 38.4182179735216
2012-05-01 38.3105822898352
2012-06-01 38.6270863995103
2012-07-01 38.3522838659888
2012-08-01 38.3526484879691
2012-09-01 38.2830112384437
2012-10-01 38.3290059297601
2012-11-01 38.6556597697884
2012-12-01 39.3450733925414
2013-01-01 38.7874210867626
2013-02-01 38.7866290629137
2013-03-01 38.8348981315267
2013-04-01 38.8001486776202
2013-05-01 39.2789174444704
2013-06-01 39.1912758226799
2013-07-01 39.4060998397219
2013-08-01 39.8207432632916
2013-09-01 39.9010234228954
2013-10-01 39.8639540949471
2013-11-01 39.9870161701315
2013-12-01 40.1401178741687
2014-01-01 40.6096540608751
2014-02-01 40.4262126145085
2014-03-01 40.3304440907035
2014-04-01 40.4909716112800
2014-05-01 40.6717234922419
2014-06-01 40.7372988060540
2014-07-01 41.0693307434897
2014-08-01 41.1004393549750
2014-09-01 41.2092661182171
2014-10-01 41.3053859647236
2014-11-01 41.4190751613018
2014-12-01 41.7322021088849
2015-01-01 42.1316929602775
2015-02-01 42.2623171744987
2015-03-01 42.0062130061812
2015-04-01 42.8756232521285
2015-05-01 43.0979777195025
2015-06-01 43.5731994473810
2015-07-01 43.2451226520712
2015-08-01 43.0875936732911
2015-09-01 43.4354385923248
2015-10-01 43.7147727558155
2015-11-01 43.9471219285994
2015-12-01 43.8075268427338
2016-01-01 43.7447578807118
2016-02-01 43.8998817412481
2016-03-01 44.0935605757558
2016-04-01 44.0665346406275
2016-05-01 44.0428112334683
2016-06-01 44.0180791119537
2016-07-01 44.5386635897535
2016-08-01 44.0628152753221
2016-09-01 44.3467602981007
2016-10-01 44.5180209179471
2016-11-01 44.4657098057473
2016-12-01 44.5643739918500
2017-01-01 44.1470330872794
2017-02-01 44.1137955174535
2017-03-01 44.5933621235885
2017-04-01 44.8028847836161
2017-05-01 44.6085318775695
2017-06-01 44.9852989581029
2017-07-01 44.7271566805385
2017-08-01 44.7551156584300
2017-09-01 44.6340802094178
2017-10-01 44.3002443638629
2017-11-01 44.2418185138625
2017-12-01 44.3879296915596
2018-01-01 44.7499051886397
2018-02-01 44.7387491866161
2018-03-01 44.9502688488587
2018-04-01 44.8877739919271
2018-05-01 44.9637158630596
2018-06-01 45.1487622691719
2018-07-01 45.1967557037600
2018-08-01 45.5477304029475
2018-09-01 45.2832254410176
2018-10-01 45.7882976136644
2018-11-01 45.8265082835295
2018-12-01 45.8942419172285
2019-01-01 46.1508060081652
2019-02-01 46.3555481960836
2019-03-01 46.5379761320458
2019-04-01 46.6809469086569
2019-05-01 46.7069803781646
2019-06-01 46.6357400533704
2019-07-01 46.4374399547960
2019-08-01 46.6537754999054
2019-09-01 46.4457704101859
2019-10-01 46.2795626644338
2019-11-01 46.3000100797613
2019-12-01 46.4089212750960
2020-01-01 46.3457696192790
2020-02-01 46.2721332107065
2020-03-01 45.5202700846705
2020-04-01 29.4555953690897
2020-05-01 36.0220837832703
2020-06-01 39.5987047442577
2020-07-01 40.1071685294814
2020-08-01 40.0863460804975
2020-09-01 40.7368582503555
2020-10-01 41.1966400401821
2020-11-01 41.2733254487058
2020-12-01 41.2356363370288
2021-01-01 41.0269215482508
2021-02-01 40.3625205963766
2021-03-01 41.6476270757375
2021-04-01 42.0981174809393
2021-05-01 42.7171469872576
2021-06-01 43.5009929954404
2021-07-01 43.8146029079340
2021-08-01 43.7505623650737
2021-09-01 44.1720973107664
2021-10-01 44.1986902590669
2021-11-01 43.8155107663098
2021-12-01 44.1767651824748
2022-01-01 43.8060122932642
2022-02-01 44.1578698923984
2022-03-01 44.2399541728650
2022-04-01 44.9122336231964
2022-05-01 44.8892357567981
2022-06-01 45.1782585832714
2022-07-01 45.6705139511241
2022-08-01 45.9313014056095
2022-09-01 45.9492937293567
2022-10-01 46.0853262752223
2022-11-01 46.6759168733088
2022-12-01 46.3501770383285
2023-01-01 47.6501063628024
2023-02-01 47.8230008243934
2023-03-01 48.0052437964799
2023-04-01 47.8045703989569
2023-05-01 47.8622338432983
2023-06-01 48.1011529386148
2023-07-01 47.6500032015400
2023-08-01 47.7884228189541
2023-09-01 47.8535335728564
2023-10-01 47.7563096253939
2023-11-01 48.0213118333959
2023-12-01 48.0524562354532
2024-01-01 48.1826182225279
2024-02-01 48.2818638538925
2024-03-01 48.4624800690862
2024-04-01 48.3016775981085
2024-05-01 48.3331193959427
2024-06-01 48.0153873689097
2024-07-01 48.2494738460785
2024-08-01 48.4389128215018
2024-09-01 48.4399897385885
2024-10-01 48.7185889682712
2024-11-01 48.6743767683502
2024-12-01 48.7634897713638
2025-01-01 48.3158779546801
2025-02-01 48.2326741439428
2025-03-01 48.3328007903339
2025-04-01 48.4094224522649
2025-05-01 48.6210125940640
2025-06-01 48.2654244272844
2025-07-01 48.0172894300529
2025-08-01 47.7703190969710
2025-09-01 47.5804019488177
2025-10-01 47.8729121967937
2025-11-01 48.0214512683248
2025-12-01 47.3654117508186
2026-01-01 47.6871819309946
2026-02-01 47.4201484247915
2026-03-01 47.0330853862852
2026-04-01 46.9228350959576

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