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 2026-01-01
Last Updated 2026-04-10 3:53 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 23.9128701851793
1990-02-01 23.7138837344539
1990-03-01 23.7001388343348
1990-04-01 23.6882347562663
1990-05-01 24.2387100071580
1990-06-01 24.4606823119102
1990-07-01 24.3353766443967
1990-08-01 24.8739490703335
1990-09-01 25.1064769718479
1990-10-01 25.3493788568924
1990-11-01 25.8731934355888
1990-12-01 25.9652108008062
1991-01-01 25.8142013269386
1991-02-01 26.0034862493782
1991-03-01 26.1939859689253
1991-04-01 25.7649978710438
1991-05-01 26.0251972765197
1991-06-01 26.2539470400829
1991-07-01 26.6506651152750
1991-08-01 26.6996980790707
1991-09-01 26.9150067219122
1991-10-01 26.6531392383488
1991-11-01 26.6909819273589
1991-12-01 26.6755352946303
1992-01-01 26.7218478595538
1992-02-01 26.7834383218485
1992-03-01 26.7673013268379
1992-04-01 27.0382789084098
1992-05-01 26.9882868633060
1992-06-01 27.0379025690090
1992-07-01 27.4687183791246
1992-08-01 27.5592772884058
1992-09-01 27.3370537751932
1992-10-01 27.6525924334559
1992-11-01 27.6252191066457
1992-12-01 27.3902340838860
1993-01-01 27.8987335848571
1993-02-01 28.1510072054633
1993-03-01 28.4475819595495
1993-04-01 28.7214060279391
1993-05-01 28.7357591258896
1993-06-01 28.8177773084714
1993-07-01 28.2018008562283
1993-08-01 28.5169899147186
1993-09-01 28.9829670942658
1993-10-01 29.2446830985079
1993-11-01 29.4467258662849
1993-12-01 29.9167933380895
1994-01-01 30.6608720088785
1994-02-01 30.3266252501034
1994-03-01 30.3078094553446
1994-04-01 30.6206524094464
1994-05-01 30.5789402061528
1994-06-01 30.4773178256651
1994-07-01 31.0511370606267
1994-08-01 31.3911177656064
1994-09-01 31.5346386935943
1994-10-01 30.9443820684590
1994-11-01 31.5636625656786
1994-12-01 31.5084270653097
1995-01-01 31.6111490326738
1995-02-01 31.7039507624888
1995-03-01 31.8906505289333
1995-04-01 31.7286927466026
1995-05-01 32.3359603503540
1995-06-01 32.4480561403615
1995-07-01 32.0968186696780
1995-08-01 32.0250550572858
1995-09-01 31.7844000967643
1995-10-01 32.2573179581889
1995-11-01 32.2678056721664
1995-12-01 32.2931303037673
1996-01-01 32.2847088850981
1996-02-01 32.1897442745023
1996-03-01 32.0658763325165
1996-04-01 31.6378051257746
1996-05-01 32.0066389435561
1996-06-01 32.0377767047915
1996-07-01 32.1163334225438
1996-08-01 32.2505549044398
1996-09-01 32.3391191639802
1996-10-01 32.5630610166901
1996-11-01 32.7535346931680
1996-12-01 32.5343659945064
1997-01-01 33.2026535222274
1997-02-01 33.0881116290301
1997-03-01 33.3623695205241
1997-04-01 31.8307326960849
1997-05-01 31.8210689725569
1997-06-01 32.1462828995290
1997-07-01 32.1906911312447
1997-08-01 32.4408730321551
1997-09-01 32.4979578230837
1997-10-01 32.4509247835012
1997-11-01 32.4327292843517
1997-12-01 32.6002701499871
1998-01-01 32.2440055794382
1998-02-01 32.2847159363719
1998-03-01 32.1501773984390
1998-04-01 32.2307184682684
1998-05-01 32.1576184316217
1998-06-01 31.8601180056554
1998-07-01 31.6556207684610
1998-08-01 31.4186601236261
1998-09-01 31.7467377903156
1998-10-01 31.1276326739757
1998-11-01 31.0999361025462
1998-12-01 31.0334545806434
1999-01-01 32.1240977009017
1999-02-01 32.5947486802350
1999-03-01 32.1481759084077
1999-04-01 33.2390603255536
1999-05-01 33.5043839229281
1999-06-01 33.4594270854767
1999-07-01 33.9171393805620
1999-08-01 33.5931903589723
1999-09-01 34.1695953754818
1999-10-01 34.7077580386714
1999-11-01 34.8747085228483
1999-12-01 34.8999676137844
2000-01-01 34.3873934707556
2000-02-01 34.3005513856106
2000-03-01 34.3363334521757
2000-04-01 34.2677453605040
2000-05-01 34.0140291568743
2000-06-01 34.3635158674273
2000-07-01 34.3079589793087
2000-08-01 34.1719517268187
2000-09-01 34.1993197906663
2000-10-01 34.1890039211579
2000-11-01 34.0293521161331
2000-12-01 33.8712925891679
2001-01-01 34.0383266191582
2001-02-01 34.3143297624450
2001-03-01 34.0014533204276
2001-04-01 33.8080047190731
2001-05-01 33.7312100763096
2001-06-01 34.0443177001803
2001-07-01 34.3148776888742
2001-08-01 34.5534714758431
2001-09-01 34.5111709178843
2001-10-01 34.3968298023279
2001-11-01 34.3949959660573
2001-12-01 34.4936049710224
2002-01-01 34.2481647315186
2002-02-01 34.2240769504574
2002-03-01 34.3539143108930
2002-04-01 34.4389525351063
2002-05-01 34.8300129641886
2002-06-01 34.5182317779195
2002-07-01 33.6350349467205
2002-08-01 34.0087736394235
2002-09-01 34.1216445931225
2002-10-01 34.1535713781481
2002-11-01 33.9900004558103
2002-12-01 34.0252606016869
2003-01-01 33.8417932136520
2003-02-01 33.7432696692919
2003-03-01 33.5839767029881
2003-04-01 33.6512836050130
2003-05-01 33.7182308703314
2003-06-01 33.2698006509821
2003-07-01 33.2385639788016
2003-08-01 33.3783498325654
2003-09-01 33.3372657080185
2003-10-01 33.6406781036419
2003-11-01 33.8168237568899
2003-12-01 33.7766241965577
2004-01-01 34.1253035039515
2004-02-01 34.2438515285392
2004-03-01 34.3105302866509
2004-04-01 33.9390735329890
2004-05-01 33.7871009098104
2004-06-01 33.9419822682791
2004-07-01 34.0253573078127
2004-08-01 34.2520815314716
2004-09-01 34.4793768645185
2004-10-01 34.4334224716517
2004-11-01 34.6353135665341
2004-12-01 34.6363283437328
2005-01-01 34.5007026112354
2005-02-01 34.5216975707780
2005-03-01 34.7320449129489
2005-04-01 35.2426717233637
2005-05-01 35.3824398818268
2005-06-01 35.7089942244256
2005-07-01 35.6054944829338
2005-08-01 35.7374599008050
2005-09-01 36.0058709434356
2005-10-01 35.4997399677968
2005-11-01 35.4628441000576
2005-12-01 35.2993032668877
2006-01-01 36.1803720035314
2006-02-01 36.0911430908753
2006-03-01 36.3738960024495
2006-04-01 36.2495176824983
2006-05-01 36.3779456205162
2006-06-01 36.3815566263643
2006-07-01 36.5834041236888
2006-08-01 36.5419627649795
2006-09-01 36.3974598106971
2006-10-01 36.5523215480010
2006-11-01 36.1859722837713
2006-12-01 37.0619100577136
2007-01-01 36.3640867694680
2007-02-01 36.6676865543146
2007-03-01 36.7422534938500
2007-04-01 36.6422387321233
2007-05-01 36.5646952911650
2007-06-01 36.5698188780751
2007-07-01 36.7772801434271
2007-08-01 36.6786351272022
2007-09-01 36.6655815586095
2007-10-01 36.7448368242224
2007-11-01 36.9957148529654
2007-12-01 36.8050452714756
2008-01-01 36.8836949607352
2008-02-01 36.8635301071987
2008-03-01 36.5542266027046
2008-04-01 36.4972392966627
2008-05-01 36.7418175194610
2008-06-01 36.7932823544322
2008-07-01 36.5685759591552
2008-08-01 36.9260831688740
2008-09-01 36.8004973588630
2008-10-01 37.0141089922323
2008-11-01 36.8910472619621
2008-12-01 37.2557953795777
2009-01-01 37.6167698164410
2009-02-01 37.4627672437837
2009-03-01 37.7022897645747
2009-04-01 37.2404572039489
2009-05-01 37.1217891352663
2009-06-01 37.1127501326685
2009-07-01 36.8714084953847
2009-08-01 36.4482185082166
2009-09-01 36.6285882604128
2009-10-01 36.1754581442942
2009-11-01 36.2897685239813
2009-12-01 35.9860977136105
2010-01-01 35.8620904109140
2010-02-01 35.8921219316267
2010-03-01 35.9711979820185
2010-04-01 36.3877241079898
2010-05-01 36.2941660680802
2010-06-01 36.2252173149098
2010-07-01 36.2504942583205
2010-08-01 36.3393977922561
2010-09-01 36.4444920956527
2010-10-01 36.7757756094537
2010-11-01 37.0014215060875
2010-12-01 37.1151580151552
2011-01-01 36.4088260759634
2011-02-01 35.5253426230209
2011-03-01 36.3477997945574
2011-04-01 36.6454733099023
2011-05-01 36.5527134598269
2011-06-01 36.5253387445209
2011-07-01 37.0115645121981
2011-08-01 37.0990975113957
2011-09-01 37.4025978910535
2011-10-01 37.4921138536616
2011-11-01 37.4300353061321
2011-12-01 37.6292140431931
2012-01-01 37.8486702726685
2012-02-01 38.1596867651789
2012-03-01 38.3056800736346
2012-04-01 38.4183265562893
2012-05-01 38.3106782407491
2012-06-01 38.6271041899891
2012-07-01 38.3523772783604
2012-08-01 38.3519967241709
2012-09-01 38.2831164260920
2012-10-01 38.3290994135094
2012-11-01 38.6557315291282
2012-12-01 39.3451009065508
2013-01-01 38.7873118975762
2013-02-01 38.7867155988225
2013-03-01 38.8349698758932
2013-04-01 38.8002903258619
2013-05-01 39.2790668439098
2013-06-01 39.1913010702496
2013-07-01 39.4062006518793
2013-08-01 39.8195378345083
2013-09-01 39.9013586093409
2013-10-01 39.8643056419581
2013-11-01 39.9873554279949
2013-12-01 40.1403919574486
2014-01-01 40.6086130199087
2014-02-01 40.4266381024380
2014-03-01 40.3305439368994
2014-04-01 40.4911051177631
2014-05-01 40.6718316089394
2014-06-01 40.7373777563221
2014-07-01 41.0693640845309
2014-08-01 41.0986178914402
2014-09-01 41.2097950809915
2014-10-01 41.3059654641457
2014-11-01 41.4205658404270
2014-12-01 41.7327212971765
2015-01-01 42.1297329660471
2015-02-01 42.2630843992441
2015-03-01 42.0062481159599
2015-04-01 42.8754283779598
2015-05-01 43.0975164880554
2015-06-01 43.5726783799585
2015-07-01 43.2442573285129
2015-08-01 43.0852028324474
2015-09-01 43.4382539587837
2015-10-01 43.7156387276520
2015-11-01 43.9501405743475
2015-12-01 43.8087506353202
2016-01-01 43.7421971115884
2016-02-01 43.9008792148581
2016-03-01 44.0931024528276
2016-04-01 44.0653215883002
2016-05-01 44.0408965605560
2016-06-01 44.0161080424173
2016-07-01 44.5363525450376
2016-08-01 44.0595792068393
2016-09-01 44.3522097116055
2016-10-01 44.5201036306042
2016-11-01 44.4714372126219
2016-12-01 44.5675382377979
2017-01-01 44.1462293261378
2017-02-01 44.1161084851134
2017-03-01 44.5889208935433
2017-04-01 44.7998129287852
2017-05-01 44.6043629697349
2017-06-01 44.9811434405847
2017-07-01 44.7218045304460
2017-08-01 44.7489558784327
2017-09-01 44.6381518731901
2017-10-01 44.3093432110857
2017-11-01 44.2595090423520
2017-12-01 44.3887666549072
2018-01-01 44.7598434641704
2018-02-01 44.7305786727292
2018-03-01 44.9415797421939
2018-04-01 44.8832073497143
2018-05-01 44.9582435530218
2018-06-01 45.1399295421062
2018-07-01 45.1897022688937
2018-08-01 45.5396448441302
2018-09-01 45.2840589727195
2018-10-01 45.8045744983243
2018-11-01 45.8556880435129
2018-12-01 45.8915145110022
2019-01-01 46.1791350088728
2019-02-01 46.3348899500235
2019-03-01 46.5235583128068
2019-04-01 46.6740154408955
2019-05-01 46.7000579958689
2019-06-01 46.6224012176591
2019-07-01 46.4292951383211
2019-08-01 46.6443378150727
2019-09-01 46.4434433452233
2019-10-01 46.3024925860670
2019-11-01 46.3387406179151
2019-12-01 46.4000535977704
2020-01-01 46.3949390715800
2020-02-01 46.2367664361861
2020-03-01 45.5027165777516
2020-04-01 29.4465380441865
2020-05-01 36.0143085513654
2020-06-01 39.5816077218886
2020-07-01 40.1000101264997
2020-08-01 40.0782471703495
2020-09-01 40.7334356731942
2020-10-01 41.2210379439826
2020-11-01 41.3122345186239
2020-12-01 41.2257787593888
2021-01-01 41.0886955461299
2021-02-01 40.3245534787332
2021-03-01 41.6268356283694
2021-04-01 42.0856613844057
2021-05-01 42.7065642802846
2021-06-01 43.4816041865494
2021-07-01 43.8075699283627
2021-08-01 43.7439409199730
2021-09-01 44.1685829459368
2021-10-01 44.2265092527143
2021-11-01 43.8575120659980
2021-12-01 44.1646042134770
2022-01-01 43.8738766655359
2022-02-01 44.1182580463264
2022-03-01 44.2182258905426
2022-04-01 44.8928268062173
2022-05-01 44.8800220648792
2022-06-01 45.1517314762154
2022-07-01 45.6609894651976
2022-08-01 45.9267788490189
2022-09-01 45.9537064395203
2022-10-01 46.1174405053548
2022-11-01 46.7123607907692
2022-12-01 46.3354998861065
2023-01-01 47.7307342976184
2023-02-01 47.8107165650112
2023-03-01 47.9712683574593
2023-04-01 47.7562847665077
2023-05-01 47.8445506269820
2023-06-01 48.0675230005608
2023-07-01 47.6385282217184
2023-08-01 47.7894996258540
2023-09-01 47.8734483740774
2023-10-01 47.7980014363689
2023-11-01 48.0567126833689
2023-12-01 48.0375612226996
2024-01-01 48.2642105880617
2024-02-01 48.3016356040651
2024-03-01 48.4107155419174
2024-04-01 48.2241415844192
2024-05-01 48.3070803975351
2024-06-01 47.9743878008750
2024-07-01 48.2357210860592
2024-08-01 48.4454302850359
2024-09-01 48.4765839437515
2024-10-01 48.7712994514606
2024-11-01 48.7083842335871
2024-12-01 48.7508620945922
2025-01-01 48.3977547091000
2025-02-01 48.2899082618474
2025-03-01 48.2575431537930
2025-04-01 48.3028186028301
2025-05-01 48.5816206050155
2025-06-01 48.2201859997546
2025-07-01 48.0033213691346
2025-08-01 47.7823319076542
2025-09-01 47.6287861328656
2025-10-01 47.9397974621244
2025-11-01 48.0658534505451
2025-12-01 47.3551848219561
2026-01-01 47.8632644449112

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