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 2026-04-01
Last Updated 2026-05-26 1:18 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 39.7082970224531
1990-02-01 39.6186831385089
1990-03-01 39.9309491926121
1990-04-01 38.8103242803843
1990-05-01 38.8171669059955
1990-06-01 39.0727550406619
1990-07-01 38.9584530928294
1990-08-01 39.3167490610523
1990-09-01 39.3592726928288
1990-10-01 39.1833862060682
1990-11-01 39.3754240914422
1990-12-01 39.5455643942935
1991-01-01 39.7180846279682
1991-02-01 39.5998216049044
1991-03-01 39.5127387071830
1991-04-01 39.3216786141234
1991-05-01 39.5387789569121
1991-06-01 39.4970172750138
1991-07-01 39.3497404636720
1991-08-01 39.3997279971216
1991-09-01 39.4597032615548
1991-10-01 39.6857306106121
1991-11-01 39.6654964742617
1991-12-01 39.2599144677456
1992-01-01 39.5304944126612
1992-02-01 39.7572181296801
1992-03-01 39.8081713564389
1992-04-01 40.3469334207705
1992-05-01 40.2747351641700
1992-06-01 40.2552964497037
1992-07-01 40.3304756683047
1992-08-01 39.9904913461795
1992-09-01 40.0561234508193
1992-10-01 40.0743177534659
1992-11-01 40.1266646266550
1992-12-01 40.1972930949909
1993-01-01 39.1607608834691
1993-02-01 39.1019282366757
1993-03-01 39.1875004862908
1993-04-01 39.3469346336294
1993-05-01 39.1056155122756
1993-06-01 39.6243201380457
1993-07-01 39.9101639535597
1993-08-01 40.1783603151848
1993-09-01 40.3561329163051
1993-10-01 40.5775834607544
1993-11-01 40.4804515018488
1993-12-01 40.4399528057393
1994-01-01 40.5793966458084
1994-02-01 41.1106615722876
1994-03-01 41.3150637534222
1994-04-01 41.3056794485391
1994-05-01 41.0602897038139
1994-06-01 41.5079346955846
1994-07-01 41.6181059386890
1994-08-01 41.7643561166721
1994-09-01 41.6629134051923
1994-10-01 41.6656551149546
1994-11-01 41.8842782296411
1994-12-01 42.0052973187754
1995-01-01 42.3033263884559
1995-02-01 42.5336174654668
1995-03-01 42.5150276401732
1995-04-01 42.5553889320013
1995-05-01 42.5026851955703
1995-06-01 42.5675448888857
1995-07-01 42.8455233740302
1995-08-01 42.8507128998417
1995-09-01 43.1847868743262
1995-10-01 43.0685724972927
1995-11-01 43.1910746588794
1995-12-01 43.1956472147703
1996-01-01 43.0091171365835
1996-02-01 42.8372033448141
1996-03-01 42.9869760644626
1996-04-01 43.1794277132690
1996-05-01 43.5290702559486
1996-06-01 43.7162336418323
1996-07-01 43.7860294227958
1996-08-01 44.0707312924730
1996-09-01 44.1028729180997
1996-10-01 44.2514643624754
1996-11-01 44.2905187258628
1996-12-01 44.5967628712165
1997-01-01 44.5496215521239
1997-02-01 44.5976167103228
1997-03-01 44.5924105271661
1997-04-01 44.4770514806021
1997-05-01 44.6037469234180
1997-06-01 44.6208526333458
1997-07-01 44.7302857360827
1997-08-01 44.9212021128672
1997-09-01 44.9297275945927
1997-10-01 45.3443101010386
1997-11-01 45.7967775884285
1997-12-01 46.1395644126518
1998-01-01 46.1919234153354
1998-02-01 46.2497662012095
1998-03-01 46.4836340742362
1998-04-01 46.6384039600595
1998-05-01 46.8602688863702
1998-06-01 46.8131191480685
1998-07-01 47.5022172958240
1998-08-01 47.6877243140464
1998-09-01 47.8739846665205
1998-10-01 48.3483757090643
1998-11-01 48.2066576074105
1998-12-01 48.3967453753525
1999-01-01 47.2281775217176
1999-02-01 47.4749353429473
1999-03-01 47.7490320402946
1999-04-01 47.8469723321128
1999-05-01 47.6660064850839
1999-06-01 47.7734520208249
1999-07-01 47.9831582499662
1999-08-01 47.8641839619418
1999-09-01 48.0138280372261
1999-10-01 48.3827791755484
1999-11-01 48.0344531915550
1999-12-01 48.1159677451017
2000-01-01 47.9350896450618
2000-02-01 48.1450188312948
2000-03-01 48.1861856868374
2000-04-01 48.4135902697538
2000-05-01 48.8756960387554
2000-06-01 49.3535462157780
2000-07-01 49.1743060509190
2000-08-01 49.3539450110907
2000-09-01 49.9865294440258
2000-10-01 49.7331380501933
2000-11-01 50.0042062874143
2000-12-01 49.5161511729097
2001-01-01 48.0360105109145
2001-02-01 47.7895051447609
2001-03-01 47.7191809900389
2001-04-01 47.5876416711501
2001-05-01 47.3682812067489
2001-06-01 47.7107563318217
2001-07-01 47.0423967869646
2001-08-01 47.1353291962527
2001-09-01 46.9339780563009
2001-10-01 46.8531472942929
2001-11-01 46.7188861149263
2001-12-01 46.5055482886400
2002-01-01 47.1242153206522
2002-02-01 47.1072200700165
2002-03-01 47.1592175533978
2002-04-01 47.1079992637597
2002-05-01 47.0238898712439
2002-06-01 46.6893077134658
2002-07-01 46.2886189855752
2002-08-01 46.0876863651624
2002-09-01 45.9842919542286
2002-10-01 45.6449612255907
2002-11-01 45.5614884926100
2002-12-01 45.4662604016057
2003-01-01 45.5507531607114
2003-02-01 45.3301881941338
2003-03-01 44.9974103584473
2003-04-01 45.0634311259430
2003-05-01 44.8960485884149
2003-06-01 44.7678999713123
2003-07-01 44.9810991646079
2003-08-01 45.0303959931081
2003-09-01 44.7983127914990
2003-10-01 45.0176177403560
2003-11-01 45.1679956347274
2003-12-01 45.2763353950686
2004-01-01 45.1206083470606
2004-02-01 44.6065550191393
2004-03-01 45.1738027507286
2004-04-01 44.9602393911123
2004-05-01 44.8084256535210
2004-06-01 44.7498922765540
2004-07-01 43.9165915220734
2004-08-01 43.6267142990438
2004-09-01 43.1784109170618
2004-10-01 43.5706355521751
2004-11-01 43.4011211194436
2004-12-01 43.1958672232260
2005-01-01 43.7183525952009
2005-02-01 43.4336349240455
2005-03-01 43.0342663108692
2005-04-01 42.9671221404878
2005-05-01 42.9024991851916
2005-06-01 42.8168246533188
2005-07-01 43.6238359671178
2005-08-01 43.9254774603639
2005-09-01 44.2575248584591
2005-10-01 44.2417920934663
2005-11-01 44.1475489196972
2005-12-01 44.3229094391104
2006-01-01 44.0067652267142
2006-02-01 44.3140812533152
2006-03-01 44.3440349570148
2006-04-01 44.6136811221149
2006-05-01 44.8057387542372
2006-06-01 44.5709359584132
2006-07-01 44.7312095137719
2006-08-01 44.5776928692851
2006-09-01 44.6084511160069
2006-10-01 44.6260743657709
2006-11-01 44.7188047253179
2006-12-01 45.1014881574194
2007-01-01 44.7687750575104
2007-02-01 44.8038663320797
2007-03-01 45.3715888435073
2007-04-01 44.9418754186946
2007-05-01 44.8889037375132
2007-06-01 45.0322810306208
2007-07-01 44.7229510466378
2007-08-01 44.7108147120000
2007-09-01 44.6824730836297
2007-10-01 44.9474040491146
2007-11-01 45.0085088891742
2007-12-01 44.7180202779363
2008-01-01 44.5481173299145
2008-02-01 45.2698575104664
2008-03-01 45.6084943771992
2008-04-01 45.9813246582216
2008-05-01 45.7843104090858
2008-06-01 45.7035965719163
2008-07-01 46.1644929794961
2008-08-01 46.4467391514054
2008-09-01 45.9906118426359
2008-10-01 45.5612211445142
2008-11-01 45.1864741468652
2008-12-01 45.1737915067536
2009-01-01 45.4036392429371
2009-02-01 45.4148792670706
2009-03-01 45.3482015484864
2009-04-01 45.2037107522179
2009-05-01 45.4007584793712
2009-06-01 45.4952014069457
2009-07-01 45.2201258243149
2009-08-01 45.3973724071858
2009-09-01 45.4054363266233
2009-10-01 45.3597935129507
2009-11-01 45.2604918074701
2009-12-01 45.2904407448459
2010-01-01 45.3205830822228
2010-02-01 45.2129187043359
2010-03-01 45.0956953519620
2010-04-01 45.2515480573769
2010-05-01 45.1464196499995
2010-06-01 45.1951280575536
2010-07-01 45.4287002783502
2010-08-01 45.3713655281280
2010-09-01 44.8066194631800
2010-10-01 45.0369905035482
2010-11-01 45.0489192096519
2010-12-01 45.0575179083723
2011-01-01 45.1568293002529
2011-02-01 44.7867926152621
2011-03-01 45.1548575068718
2011-04-01 45.5980169582425
2011-05-01 45.4026871346097
2011-06-01 45.2015412217654
2011-07-01 45.2257335340425
2011-08-01 45.4633397597169
2011-09-01 45.7402863042012
2011-10-01 45.7193137094988
2011-11-01 45.9190778379139
2011-12-01 45.8484919050825
2012-01-01 45.9347339179036
2012-02-01 45.8747510285111
2012-03-01 45.9951578310788
2012-04-01 45.9366367595840
2012-05-01 45.8469785464213
2012-06-01 46.0920631302272
2012-07-01 46.0673193081665
2012-08-01 45.7779216039430
2012-09-01 45.8562208979425
2012-10-01 46.3048857049580
2012-11-01 46.8963429002102
2012-12-01 46.7475526283792
2013-01-01 45.9329455498358
2013-02-01 46.1230034967743
2013-03-01 46.2870729671252
2013-04-01 46.4501596185469
2013-05-01 46.5938810422362
2013-06-01 46.6895078025017
2013-07-01 46.9965741794956
2013-08-01 47.2052390923807
2013-09-01 47.3970562124815
2013-10-01 47.4060323672693
2013-11-01 47.5854789605984
2013-12-01 47.8722397927396
2014-01-01 47.8587199521958
2014-02-01 47.9866624832297
2014-03-01 47.8774162762906
2014-04-01 47.9532427033571
2014-05-01 48.2245910930828
2014-06-01 48.4957445402217
2014-07-01 48.6466801380907
2014-08-01 48.7194368982313
2014-09-01 48.8325230005746
2014-10-01 48.9289727438347
2014-11-01 48.6633778905598
2014-12-01 49.1265433829410
2015-01-01 49.1641777994464
2015-02-01 49.6366257082804
2015-03-01 49.5555258643188
2015-04-01 49.6410239659262
2015-05-01 49.7560718232199
2015-06-01 49.9369730291207
2015-07-01 49.6742113404728
2015-08-01 49.8108341220742
2015-09-01 49.9676978597579
2015-10-01 50.0625524557457
2015-11-01 50.0176131218884
2015-12-01 50.3216301897440
2016-01-01 50.2461415925658
2016-02-01 50.4867898954863
2016-03-01 50.7296603225038
2016-04-01 50.7128823995756
2016-05-01 50.5730334600227
2016-06-01 50.3922876070339
2016-07-01 50.3054531856699
2016-08-01 50.2102032675978
2016-09-01 49.8661343122145
2016-10-01 49.9838435172719
2016-11-01 50.1060809398584
2016-12-01 49.7182967010128
2017-01-01 49.4864270468158
2017-02-01 49.3212078455718
2017-03-01 48.9488051018750
2017-04-01 48.8694356597454
2017-05-01 48.7049496588199
2017-06-01 48.6486042715554
2017-07-01 49.1204701504292
2017-08-01 48.7141307477644
2017-09-01 48.5504496911294
2017-10-01 48.4651880283076
2017-11-01 48.7285771771800
2017-12-01 48.6216480347016
2018-01-01 49.1148424738842
2018-02-01 48.8062510245842
2018-03-01 48.8155367232678
2018-04-01 48.7642415394522
2018-05-01 48.7483010208795
2018-06-01 48.3640956787237
2018-07-01 48.5409250289228
2018-08-01 48.5219446062987
2018-09-01 48.4389742047359
2018-10-01 47.9180999170262
2018-11-01 47.9696108901283
2018-12-01 47.8014008297323
2019-01-01 47.6569231261382
2019-02-01 47.4687444828903
2019-03-01 47.4804425673157
2019-04-01 47.6669543538803
2019-05-01 47.7806053461832
2019-06-01 47.8643608470836
2019-07-01 47.9583088465863
2019-08-01 47.7204174595353
2019-09-01 47.8883907748466
2019-10-01 47.9592534772167
2019-11-01 48.0255377921058
2019-12-01 47.9437739985754
2020-01-01 48.2333314917533
2020-02-01 48.5777930451059
2020-03-01 48.4019940765463
2020-04-01 43.0432046625525
2020-05-01 45.4812984419263
2020-06-01 47.3126237345194
2020-07-01 47.9694591339143
2020-08-01 48.1206267069721
2020-09-01 48.1360980263769
2020-10-01 49.0029173707870
2020-11-01 48.6953753046726
2020-12-01 48.7897423647868
2021-01-01 48.7383539118363
2021-02-01 48.4505822565760
2021-03-01 48.7025701343215
2021-04-01 48.6951954709143
2021-05-01 49.3158854578171
2021-06-01 49.0731287533675
2021-07-01 48.7644135140033
2021-08-01 48.4944646646283
2021-09-01 48.9758446302056
2021-10-01 49.2621672492832
2021-11-01 49.0742814612071
2021-12-01 49.4667624079777
2022-01-01 49.0428573646715
2022-02-01 49.4669271520997
2022-03-01 49.2298006388708
2022-04-01 49.3134665365579
2022-05-01 49.2004783289184
2022-06-01 48.9178518034735
2022-07-01 48.9245886905746
2022-08-01 48.7404638370288
2022-09-01 48.9123017753490
2022-10-01 48.6446991291003
2022-11-01 48.2839652406798
2022-12-01 48.5212007594499
2023-01-01 48.7686533075317
2023-02-01 48.7591691281716
2023-03-01 48.6338381524730
2023-04-01 48.8142209418690
2023-05-01 48.7590292993695
2023-06-01 48.7965094053751
2023-07-01 48.6573865252545
2023-08-01 48.5782524741636
2023-09-01 48.4368826403582
2023-10-01 48.2471369487659
2023-11-01 48.4640437257149
2023-12-01 48.1468016451895
2024-01-01 48.1829157683374
2024-02-01 48.1851259959336
2024-03-01 48.2493134407717
2024-04-01 48.1051581016090
2024-05-01 48.1058862738177
2024-06-01 47.9678829202881
2024-07-01 48.4862450299116
2024-08-01 48.6305908802633
2024-09-01 48.6959307128055
2024-10-01 48.7587951703020
2024-11-01 48.7098729123128
2024-12-01 48.6272478897495
2025-01-01 48.8107067315573
2025-02-01 48.6242432674270
2025-03-01 48.5446925972144
2025-04-01 48.4030215921441
2025-05-01 48.3756070706175
2025-06-01 48.2545503163710
2025-07-01 48.1334060664720
2025-08-01 47.9996182311252
2025-09-01 47.8758350079837
2025-10-01 47.7647243602622
2025-11-01 47.0737966623847
2025-12-01 47.5997107117732
2026-01-01 47.6092554028215
2026-02-01 47.5443291608506
2026-03-01 47.9331729333230
2026-04-01 48.4000348912884

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