Table Data - All Employees: Retail Trade in Tulsa, OK (MSA)

Title All Employees: Retail Trade in Tulsa, OK (MSA)
Series ID SMU40461404200000001SA
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 2026-02-01
Last Updated 2026-04-23 11:18 AM 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 39.7081876960256
1990-02-01 39.6186081708720
1990-03-01 39.9309143249328
1990-04-01 38.8101767097085
1990-05-01 38.8170863129966
1990-06-01 39.0727219919570
1990-07-01 38.9584484246899
1990-08-01 39.3167677094950
1990-09-01 39.3593131671494
1990-10-01 39.1834529611085
1990-11-01 39.3755175039531
1990-12-01 39.5458388911175
1991-01-01 39.7179389326252
1991-02-01 39.5997409996574
1991-03-01 39.5127006472484
1991-04-01 39.3215419738229
1991-05-01 39.5387010983193
1991-06-01 39.4969886984149
1991-07-01 39.3497411182177
1991-08-01 39.3997517135074
1991-09-01 39.4597479652509
1991-10-01 39.6857988870167
1991-11-01 39.6655857325220
1991-12-01 39.2601798868368
1992-01-01 39.5303201137231
1992-02-01 39.7571314106778
1992-03-01 39.8081220983297
1992-04-01 40.3468218349114
1992-05-01 40.2746697333069
1992-06-01 40.2552774544417
1992-07-01 40.3304820970539
1992-08-01 39.9905177769947
1992-09-01 40.0561675085806
1992-10-01 40.0743797835797
1992-11-01 40.1267428461315
1992-12-01 40.1975514605895
1993-01-01 39.1605731261614
1993-02-01 39.1018449055601
1993-03-01 39.1874467553186
1993-04-01 39.3468569467469
1993-05-01 39.1055668303549
1993-06-01 39.6243103912509
1993-07-01 39.9101748764737
1993-08-01 40.1783862338557
1993-09-01 40.3561719172219
1993-10-01 40.5776361540942
1993-11-01 40.4805187527392
1993-12-01 40.4401682640891
1994-01-01 40.5792095784488
1994-02-01 41.1105792416549
1994-03-01 41.3150095582219
1994-04-01 41.3056331598130
1994-05-01 41.0602576189969
1994-06-01 41.5079380886673
1994-07-01 41.6181245599378
1994-08-01 41.7643826816275
1994-09-01 41.6629453710586
1994-10-01 41.6656952750737
1994-11-01 41.8843123183503
1994-12-01 42.0054334064286
1995-01-01 42.3031723757706
1995-02-01 42.5335658364012
1995-03-01 42.5149998885473
1995-04-01 42.5553713753818
1995-05-01 42.5026717701054
1995-06-01 42.5675568476787
1995-07-01 42.8455462056794
1995-08-01 42.8507337493859
1995-09-01 43.1848032885552
1995-10-01 43.0686210280930
1995-11-01 43.1910530335728
1995-12-01 43.1956357523241
1996-01-01 43.0090605942829
1996-02-01 42.8372038258011
1996-03-01 42.9869839977755
1996-04-01 43.1794353138861
1996-05-01 43.5290768680659
1996-06-01 43.7162495070488
1996-07-01 43.7860495247024
1996-08-01 44.0707412993723
1996-09-01 44.1028688850124
1996-10-01 44.2515250758032
1996-11-01 44.2904357232712
1996-12-01 44.5966154607520
1997-01-01 44.5496645710518
1997-02-01 44.5976697518635
1997-03-01 44.5924541200101
1997-04-01 44.4770831851455
1997-05-01 44.6037723966107
1997-06-01 44.6208564695713
1997-07-01 44.7302986951794
1997-08-01 44.9211994516327
1997-09-01 44.9296973697289
1997-10-01 45.3443912009038
1997-11-01 45.7966456123295
1997-12-01 46.1393467628133
1998-01-01 46.1920313009843
1998-02-01 46.2498493321941
1998-03-01 46.4836998895673
1998-04-01 46.6384532647114
1998-05-01 46.8603044153298
1998-06-01 46.8131080784996
1998-07-01 47.5022238205390
1998-08-01 47.6877143576191
1998-09-01 47.8739378795906
1998-10-01 48.3484670267305
1998-11-01 48.2065020480968
1998-12-01 48.3965230712935
1999-01-01 47.2282921994802
1999-02-01 47.4750287722835
1999-03-01 47.7491069639197
1999-04-01 47.8470289011454
1999-05-01 47.6660455588996
1999-06-01 47.7734251095633
1999-07-01 47.9831610555497
1999-08-01 47.8641715883703
1999-09-01 48.0137728271834
1999-10-01 48.3828710582811
1999-11-01 48.0342981029497
1999-12-01 48.1157908960742
2000-01-01 47.9351970033079
2000-02-01 48.1451053395522
2000-03-01 48.1862518144997
2000-04-01 48.4136392261581
2000-05-01 48.8757286973443
2000-06-01 49.3535116208116
2000-07-01 49.1743041989088
2000-08-01 49.3539331597211
2000-09-01 49.9864798294456
2000-10-01 49.7332072523224
2000-11-01 50.0040855398792
2000-12-01 49.5160455086536
2001-01-01 48.0360799493540
2001-02-01 47.7895630154728
2001-03-01 47.7192267767653
2001-04-01 47.5876768310983
2001-05-01 47.3683050278831
2001-06-01 47.7107210133995
2001-07-01 47.0423961617885
2001-08-01 47.1353237599825
2001-09-01 46.9339439221941
2001-10-01 46.8531842599072
2001-11-01 46.7188126599919
2001-12-01 46.5055225402880
2002-01-01 47.1242437838438
2002-02-01 47.1072472702702
2002-03-01 47.1592408581037
2002-04-01 47.1080185093949
2002-05-01 47.0239029262596
2002-06-01 46.6892821944362
2002-07-01 46.2886190899453
2002-08-01 46.0876861769439
2002-09-01 45.9842781681687
2002-10-01 45.6449714870396
2002-11-01 45.5614592388150
2002-12-01 45.4662669613982
2003-01-01 45.5507533534949
2003-02-01 45.3301944626554
2003-03-01 44.9974183928999
2003-04-01 45.0634393077142
2003-05-01 44.8960547304898
2003-06-01 44.7678866587711
2003-07-01 44.9811007594789
2003-08-01 45.0303976452114
2003-09-01 44.7983102642512
2003-10-01 45.0176219589076
2003-11-01 45.1679834875058
2003-12-01 45.2763389890910
2004-01-01 45.1206073644303
2004-02-01 44.6065571085193
2004-03-01 45.1738047334460
2004-04-01 44.9602411635316
2004-05-01 44.8084267312903
2004-06-01 44.7498890362191
2004-07-01 43.9165912790144
2004-08-01 43.6267140379000
2004-09-01 43.1784136217561
2004-10-01 43.5706356308050
2004-11-01 43.4011212964712
2004-12-01 43.1958654969898
2005-01-01 43.7183513121322
2005-02-01 43.4336356157043
2005-03-01 43.0342665952185
2005-04-01 42.9671223376609
2005-05-01 42.9024995296920
2005-06-01 42.8168229364968
2005-07-01 43.6238360202789
2005-08-01 43.9254774843335
2005-09-01 44.2575277092865
2005-10-01 44.2417920112181
2005-11-01 44.1475487938398
2005-12-01 44.3229092612577
2006-01-01 44.0067636308797
2006-02-01 44.3140814990924
2006-03-01 44.3440350508156
2006-04-01 44.6136811800049
2006-05-01 44.8057390120225
2006-06-01 44.5709348159645
2006-07-01 44.7312095601703
2006-08-01 44.5776928887889
2006-09-01 44.6084530424834
2006-10-01 44.6260743470352
2006-11-01 44.7188047067477
2006-12-01 45.1014881066406
2007-01-01 44.7687739688762
2007-02-01 44.8038663962182
2007-03-01 45.3715888376605
2007-04-01 44.9418753148882
2007-05-01 44.8889038409327
2007-06-01 45.0322804670883
2007-07-01 44.7229511682838
2007-08-01 44.7108147866043
2007-09-01 44.6824742641659
2007-10-01 44.9474040997745
2007-11-01 45.0085089234313
2007-12-01 44.7180202594134
2008-01-01 44.5481167031571
2008-02-01 45.2698572642651
2008-03-01 45.6084942490349
2008-04-01 45.9813243743870
2008-05-01 45.7843103489909
2008-06-01 45.7035966241402
2008-07-01 46.1644932820043
2008-08-01 46.4467394200282
2008-09-01 45.9906124135417
2008-10-01 45.5612213330709
2008-11-01 45.1864742018342
2008-12-01 45.1737914071870
2009-01-01 45.4036389439812
2009-02-01 45.4148787566688
2009-03-01 45.3482011244437
2009-04-01 45.2037101548868
2009-05-01 45.4007581981992
2009-06-01 45.4952013561280
2009-07-01 45.2201261357640
2009-08-01 45.3973742417495
2009-09-01 45.4054383354411
2009-10-01 45.3597935927269
2009-11-01 45.2604906518684
2009-12-01 45.2904401065315
2010-01-01 45.3205821996818
2010-02-01 45.2129174857833
2010-03-01 45.0956943793310
2010-04-01 45.2515471648200
2010-05-01 45.1464195111030
2010-06-01 45.1951285703227
2010-07-01 45.4287013650360
2010-08-01 45.3713697844633
2010-09-01 44.8066233748301
2010-10-01 45.0369907120840
2010-11-01 45.0489164805601
2010-12-01 45.0575157441910
2011-01-01 45.1568264684444
2011-02-01 44.7867894137501
2011-03-01 45.1548549624094
2011-04-01 45.5980153212681
2011-05-01 45.4026879668168
2011-06-01 45.2015442535520
2011-07-01 45.2257374909107
2011-08-01 45.4633491753402
2011-09-01 45.7402955966763
2011-10-01 45.7193173434192
2011-11-01 45.9190584021483
2011-12-01 45.8484921669690
2012-01-01 45.9347334311896
2012-02-01 45.8747227775672
2012-03-01 45.9951585983567
2012-04-01 45.9366406181317
2012-05-01 45.8469877704147
2012-06-01 46.0920765818564
2012-07-01 46.0673337808264
2012-08-01 45.7779389307853
2012-09-01 45.8562330372246
2012-10-01 46.3048866064073
2012-11-01 46.8962967089142
2012-12-01 46.7475440060018
2013-01-01 45.9329384721711
2013-02-01 46.1229460466584
2013-03-01 46.2870786517819
2013-04-01 46.4501773948860
2013-05-01 46.5939141866151
2013-06-01 46.6895493837140
2013-07-01 46.9966129744890
2013-08-01 47.2052727896233
2013-09-01 47.3970857227970
2013-10-01 47.4060293006523
2013-11-01 47.5853099826632
2013-12-01 47.8722197248627
2014-01-01 47.8587052378593
2014-02-01 47.9865746707952
2014-03-01 47.8774326692902
2014-04-01 47.9532957174171
2014-05-01 48.2246820112250
2014-06-01 48.4958496402711
2014-07-01 48.6467849698594
2014-08-01 48.7195372607728
2014-09-01 48.8326155744238
2014-10-01 48.9286514789327
2014-11-01 48.6631467581987
2014-12-01 49.1265641649703
2015-01-01 49.1639395246631
2015-02-01 49.6366125272997
2015-03-01 49.5556356139528
2015-04-01 49.6411867125393
2015-05-01 49.7562775993664
2015-06-01 49.9372369887944
2015-07-01 49.6743956479285
2015-08-01 49.8109942444484
2015-09-01 49.9678354265348
2015-10-01 50.0615836031860
2015-11-01 50.0172836458058
2015-12-01 50.3216783960332
2016-01-01 50.2456888117998
2016-02-01 50.4869135452011
2016-03-01 50.7299609610975
2016-04-01 50.7132591909575
2016-05-01 50.5734372776256
2016-06-01 50.3927705806760
2016-07-01 50.3057566517589
2016-08-01 50.2104224618209
2016-09-01 49.8662491026350
2016-10-01 49.9821234676735
2016-11-01 50.1055807181553
2016-12-01 49.7180706952437
2017-01-01 49.4853462087518
2017-02-01 49.3218575881820
2017-03-01 48.9495107256649
2017-04-01 48.8704663238314
2017-05-01 48.7055585689485
2017-06-01 48.6493253697570
2017-07-01 49.1206892361479
2017-08-01 48.7143003888357
2017-09-01 48.5504838258261
2017-10-01 48.4626951713588
2017-11-01 48.7278315417145
2017-12-01 48.6210523748272
2018-01-01 49.1133414847705
2018-02-01 48.8073387083533
2018-03-01 48.8166206596779
2018-04-01 48.7658955610607
2018-05-01 48.7494398357416
2018-06-01 48.3648903776726
2018-07-01 48.5409316499641
2018-08-01 48.5226369246146
2018-09-01 48.4388091006109
2018-10-01 47.9150806275774
2018-11-01 47.9688260825397
2018-12-01 47.7991825499954
2019-01-01 47.6552636054621
2019-02-01 47.4704149240206
2019-03-01 47.4819692688473
2019-04-01 47.6691821075279
2019-05-01 47.7822429913220
2019-06-01 47.8652373745640
2019-07-01 47.9581126975529
2019-08-01 47.7217313715958
2019-09-01 47.8883222540810
2019-10-01 47.9564670052854
2019-11-01 48.0227377366800
2019-12-01 47.9404657858891
2020-01-01 48.2322726792648
2020-02-01 48.5797386127372
2020-03-01 48.4037385570375
2020-04-01 43.0453635202924
2020-05-01 45.4834393726827
2020-06-01 47.3137899781607
2020-07-01 47.9697757914502
2020-08-01 48.1232525622003
2020-09-01 48.1364906627588
2020-10-01 49.0008259662295
2020-11-01 48.6897095165265
2020-12-01 48.7839909079543
2021-01-01 48.7364456250148
2021-02-01 48.4516378143731
2021-03-01 48.7041344491892
2021-04-01 48.6984371996590
2021-05-01 49.3200638547079
2021-06-01 49.0764481659157
2021-07-01 48.7675816329630
2021-08-01 48.4995595256468
2021-09-01 48.9775075062911
2021-10-01 49.2600935602051
2021-11-01 49.0633691146178
2021-12-01 49.4567577827724
2022-01-01 49.0368354735481
2022-02-01 49.4640653850096
2022-03-01 49.2302480542306
2022-04-01 49.3186168439448
2022-05-01 49.2096808997905
2022-06-01 48.9271976502035
2022-07-01 48.9348232427937
2022-08-01 48.7513878387657
2022-09-01 48.9170764128373
2022-10-01 48.6426866173444
2022-11-01 48.2676773519663
2022-12-01 48.5003911775754
2023-01-01 48.7450996003099
2023-02-01 48.7442575500731
2023-03-01 48.6352357965576
2023-04-01 48.8243681563918
2023-05-01 48.7854260365997
2023-06-01 48.8213448813792
2023-07-01 48.6783780282408
2023-08-01 48.5942821669154
2023-09-01 48.4427953192212
2023-10-01 48.2419622309707
2023-11-01 48.4388422039386
2023-12-01 48.1132009325144
2024-01-01 48.1381302596792
2024-02-01 48.1534432012994
2024-03-01 48.2504647221741
2024-04-01 48.1259090452402
2024-05-01 48.1523225373191
2024-06-01 48.0101046526291
2024-07-01 48.5186772127255
2024-08-01 48.6514907178606
2024-09-01 48.7021493533618
2024-10-01 48.7494967542454
2024-11-01 48.6774914820833
2024-12-01 48.5790087715067
2025-01-01 48.7406588836766
2025-02-01 48.5736468575363
2025-03-01 48.5479457603079
2025-04-01 48.4355371075166
2025-05-01 48.4441680054876
2025-06-01 48.3147836901946
2025-07-01 48.1751348342351
2025-08-01 48.0225422665985
2025-09-01 47.8803095848039
2025-10-01 47.7505102331686
2025-11-01 47.0370926645913
2025-12-01 47.5431406975072
2026-01-01 47.5262617550450
2026-02-01 47.4823560253225

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