Table Data - All Employees: Wholesale Trade in Bakersfield-Delano, CA (MSA)

Title All Employees: Wholesale Trade in Bakersfield-Delano, CA (MSA)
Series ID SMU06125404100000001SA
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 2026-08-01
Last Updated 2026-09-18 10:57 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 5.9329302868
1990-02-01 5.8144162478
1990-03-01 5.9277564434
1990-04-01 5.9750412680
1990-05-01 6.0044843830
1990-06-01 6.0760660758
1990-07-01 6.1438024609
1990-08-01 6.1908742932
1990-09-01 6.2725288881
1990-10-01 6.4188320504
1990-11-01 6.4014906903
1990-12-01 6.4316277795
1991-01-01 6.3370662141
1991-02-01 6.3142214675
1991-03-01 6.0325231797
1991-04-01 6.0711891801
1991-05-01 5.9938520966
1991-06-01 6.0662871811
1991-07-01 6.0315790122
1991-08-01 5.9798403554
1991-09-01 5.9677686456
1991-10-01 5.9366350779
1991-11-01 5.9177759684
1991-12-01 5.8464152053
1992-01-01 6.0686945614
1992-02-01 5.9194726206
1992-03-01 5.9355299645
1992-04-01 5.6675426946
1992-05-01 5.7760043088
1992-06-01 5.6381416705
1992-07-01 5.6083410198
1992-08-01 5.6550238696
1992-09-01 5.8519833745
1992-10-01 5.5645307053
1992-11-01 5.5440349401
1992-12-01 5.5686671936
1993-01-01 5.5111242025
1993-02-01 5.5322292110
1993-03-01 5.5394497739
1993-04-01 5.6671412772
1993-05-01 5.6520258864
1993-06-01 5.6072319700
1993-07-01 5.5802402183
1993-08-01 5.5242778426
1993-09-01 5.5320738987
1993-10-01 5.7017421956
1993-11-01 5.7836583487
1993-12-01 5.9894315556
1994-01-01 5.7345460406
1994-02-01 5.7389626417
1994-03-01 5.7349503218
1994-04-01 5.7689451169
1994-05-01 5.7358460633
1994-06-01 5.6604851753
1994-07-01 5.6516202265
1994-08-01 5.5969762000
1994-09-01 5.5191376265
1994-10-01 5.4321496933
1994-11-01 5.4258535222
1994-12-01 5.4154898689
1995-01-01 5.4554931697
1995-02-01 5.4594204362
1995-03-01 5.4345676405
1995-04-01 5.2622221579
1995-05-01 5.3226340721
1995-06-01 5.3052748635
1995-07-01 5.6314208947
1995-08-01 5.6694855417
1995-09-01 5.6097029512
1995-10-01 5.3604586317
1995-11-01 5.4685513708
1995-12-01 5.4300749301
1996-01-01 5.3616633531
1996-02-01 5.2753281519
1996-03-01 5.4307162287
1996-04-01 5.5665976083
1996-05-01 5.6315476070
1996-06-01 5.6580865945
1996-07-01 5.6217301812
1996-08-01 5.5502717411
1996-09-01 5.4963458498
1996-10-01 5.4753948894
1996-11-01 5.4877851572
1996-12-01 5.4371018466
1997-01-01 5.7723465466
1997-02-01 5.7963717931
1997-03-01 5.8360279872
1997-04-01 5.7596091035
1997-05-01 5.7319613596
1997-06-01 5.8247754971
1997-07-01 5.7183704945
1997-08-01 5.7339543890
1997-09-01 5.6917985374
1997-10-01 5.7831764311
1997-11-01 5.6920118877
1997-12-01 5.6299287990
1998-01-01 5.6874768193
1998-02-01 5.8226256817
1998-03-01 5.6622478471
1998-04-01 5.5388005492
1998-05-01 5.5299700274
1998-06-01 5.5128730784
1998-07-01 5.4294063936
1998-08-01 5.4382137707
1998-09-01 5.3952505585
1998-10-01 5.2545313469
1998-11-01 5.2592089352
1998-12-01 5.3169255782
1999-01-01 5.3095352209
1999-02-01 5.2445085078
1999-03-01 5.2998117058
1999-04-01 5.3240341491
1999-05-01 5.2209606242
1999-06-01 5.3195458565
1999-07-01 5.3298479603
1999-08-01 5.3368464075
1999-09-01 5.3992123285
1999-10-01 5.3287109276
1999-11-01 5.4301284637
1999-12-01 5.4026530634
2000-01-01 5.3335880037
2000-02-01 5.3691559826
2000-03-01 5.3332020313
2000-04-01 5.4169629992
2000-05-01 5.5154052669
2000-06-01 5.4319775722
2000-07-01 5.5208989698
2000-08-01 5.5369046767
2000-09-01 5.4965988690
2000-10-01 5.5971284700
2000-11-01 5.5921654130
2000-12-01 5.5921924439
2001-01-01 5.5655850812
2001-02-01 5.5931217439
2001-03-01 5.5706713437
2001-04-01 5.7203574529
2001-05-01 5.7024379021
2001-06-01 5.7453152799
2001-07-01 5.5996745349
2001-08-01 5.6321304661
2001-09-01 5.6970152995
2001-10-01 5.7726428976
2001-11-01 5.7695244108
2001-12-01 5.7880456455
2002-01-01 5.8917638736
2002-02-01 5.9133852315
2002-03-01 5.9007123045
2002-04-01 5.8198330562
2002-05-01 5.7927940008
2002-06-01 5.8479912049
2002-07-01 5.9820328451
2002-08-01 6.0318287411
2002-09-01 6.0978006002
2002-10-01 5.9528933851
2002-11-01 5.7580648658
2002-12-01 5.8927510435
2003-01-01 5.8004351629
2003-02-01 5.8116257515
2003-03-01 5.9090866965
2003-04-01 5.9283419316
2003-05-01 5.9888444155
2003-06-01 5.9488605804
2003-07-01 5.9760459354
2003-08-01 5.9316296226
2003-09-01 5.9912195897
2003-10-01 6.0499980420
2003-11-01 6.1583263199
2003-12-01 6.3001983210
2004-01-01 6.1078415600
2004-02-01 6.1168160140
2004-03-01 6.1077154727
2004-04-01 6.1257780495
2004-05-01 6.1889285976
2004-06-01 6.2407759912
2004-07-01 6.3731347741
2004-08-01 6.4365450011
2004-09-01 6.3767236538
2004-10-01 6.3552803345
2004-11-01 6.3590309866
2004-12-01 6.4099706180
2005-01-01 6.5108750435
2005-02-01 6.5161399469
2005-03-01 6.5074695865
2005-04-01 6.6339314356
2005-05-01 6.5876543202
2005-06-01 6.6356326569
2005-07-01 6.5724409281
2005-08-01 6.6344360756
2005-09-01 6.6544855277
2005-10-01 6.7621717437
2005-11-01 6.7643786262
2005-12-01 6.9379661922
2006-01-01 6.8084963408
2006-02-01 6.9107735181
2006-03-01 7.0180920645
2006-04-01 6.9383879241
2006-05-01 6.9749613227
2006-06-01 7.0284244593
2006-07-01 6.9796531141
2006-08-01 7.0251065679
2006-09-01 7.1206888648
2006-10-01 7.1524120386
2006-11-01 7.2786228636
2006-12-01 7.4769091810
2007-01-01 7.4130072683
2007-02-01 7.4102156234
2007-03-01 7.5392287388
2007-04-01 7.5571089926
2007-05-01 7.4685401313
2007-06-01 7.5139766351
2007-07-01 7.5735175241
2007-08-01 7.4880801283
2007-09-01 7.5746472880
2007-10-01 7.5403724214
2007-11-01 7.6036136998
2007-12-01 7.6174019670
2008-01-01 7.6184746828
2008-02-01 7.6233419273
2008-03-01 7.6715969753
2008-04-01 7.5637620345
2008-05-01 7.6578940360
2008-06-01 7.5964006016
2008-07-01 7.6636208224
2008-08-01 7.6490642985
2008-09-01 7.6277100241
2008-10-01 7.6259011614
2008-11-01 7.7399237700
2008-12-01 7.5526098338
2009-01-01 7.7279582227
2009-02-01 7.9524629314
2009-03-01 7.7156088424
2009-04-01 7.6591064413
2009-05-01 7.8454073361
2009-06-01 7.4670917158
2009-07-01 8.4270962258
2009-08-01 8.7869526356
2009-09-01 7.7022296628
2009-10-01 7.4306625885
2009-11-01 7.1725333803
2009-12-01 6.8668816091
2010-01-01 7.1179273393
2010-02-01 7.0430466792
2010-03-01 6.8182517588
2010-04-01 7.1379002609
2010-05-01 7.0388555921
2010-06-01 7.3479855550
2010-07-01 8.2188251367
2010-08-01 8.3816384101
2010-09-01 8.3826947030
2010-10-01 7.2388630714
2010-11-01 7.3069603030
2010-12-01 7.3887157993
2011-01-01 7.3205609455
2011-02-01 7.2450050706
2011-03-01 7.1289479370
2011-04-01 7.3077738573
2011-05-01 7.3389502840
2011-06-01 7.3320457228
2011-07-01 8.2168922059
2011-08-01 8.1009696160
2011-09-01 8.1245458288
2011-10-01 7.8665341441
2011-11-01 7.6199686171
2011-12-01 7.4693718238
2012-01-01 7.5100042124
2012-02-01 7.3234638122
2012-03-01 7.4080809626
2012-04-01 7.6841590298
2012-05-01 7.7503848850
2012-06-01 7.8373485882
2012-07-01 7.7342497494
2012-08-01 7.7387033537
2012-09-01 7.7707221628
2012-10-01 8.0003709520
2012-11-01 8.1181176936
2012-12-01 8.2492756791
2013-01-01 8.4074975445
2013-02-01 8.5058050322
2013-03-01 8.5851284127
2013-04-01 8.3693401355
2013-05-01 8.3617869945
2013-06-01 8.3564773517
2013-07-01 8.4419105787
2013-08-01 8.4632008342
2013-09-01 8.5178903315
2013-10-01 8.5310482325
2013-11-01 8.5889312708
2013-12-01 8.6041504758
2014-01-01 8.5907439188
2014-02-01 8.6614954006
2014-03-01 8.7230176094
2014-04-01 8.7881276219
2014-05-01 8.6794873548
2014-06-01 8.7008924845
2014-07-01 8.4730259938
2014-08-01 8.6874243628
2014-09-01 8.6486984653
2014-10-01 8.6337376281
2014-11-01 8.7513167628
2014-12-01 8.7626798192
2015-01-01 8.6832166603
2015-02-01 8.6417327130
2015-03-01 8.4705375691
2015-04-01 8.2099544774
2015-05-01 8.3018365557
2015-06-01 8.2381770428
2015-07-01 8.3067329514
2015-08-01 8.3074930456
2015-09-01 8.2708847798
2015-10-01 8.2222894030
2015-11-01 8.2065751977
2015-12-01 8.2183369139
2016-01-01 8.1744624215
2016-02-01 8.2421233714
2016-03-01 8.2463875492
2016-04-01 8.1384129144
2016-05-01 8.2175527071
2016-06-01 8.1656204362
2016-07-01 8.0272882703
2016-08-01 8.0171403391
2016-09-01 7.9675416061
2016-10-01 8.0978063224
2016-11-01 7.9765320355
2016-12-01 8.0018036743
2017-01-01 7.9772727589
2017-02-01 7.9520523763
2017-03-01 8.0430217990
2017-04-01 8.0514709408
2017-05-01 8.1167252322
2017-06-01 8.0718540028
2017-07-01 8.4398285872
2017-08-01 8.5289501217
2017-09-01 8.4735354526
2017-10-01 8.3694157888
2017-11-01 8.3522017692
2017-12-01 8.2908263397
2018-01-01 8.3814056036
2018-02-01 8.2588392145
2018-03-01 8.3481436219
2018-04-01 8.3618528028
2018-05-01 8.3170796042
2018-06-01 8.2726355818
2018-07-01 8.2420651707
2018-08-01 8.2495936067
2018-09-01 8.1863057762
2018-10-01 8.1549345007
2018-11-01 8.1466788955
2018-12-01 8.0881894415
2019-01-01 7.9741073232
2019-02-01 7.9499504512
2019-03-01 7.9478802800
2019-04-01 7.9477578689
2019-05-01 8.0156414488
2019-06-01 7.9698609283
2019-07-01 8.0396452040
2019-08-01 8.0743030151
2019-09-01 8.1117840799
2019-10-01 8.1559204622
2019-11-01 8.1517375451
2019-12-01 8.0804466767
2020-01-01 7.8635292077
2020-02-01 7.9302819238
2020-03-01 7.9454034511
2020-04-01 7.5343781711
2020-05-01 7.5136195702
2020-06-01 7.4738673274
2020-07-01 7.3326767885
2020-08-01 7.2936388723
2020-09-01 7.3363880331
2020-10-01 7.3719367634
2020-11-01 7.3720682417
2020-12-01 7.3741965847
2021-01-01 7.4486819800
2021-02-01 7.5058605381
2021-03-01 7.5330165632
2021-04-01 7.6238875451
2021-05-01 7.7133605557
2021-06-01 7.7744498031
2021-07-01 7.8197223354
2021-08-01 7.8075704196
2021-09-01 7.7617290082
2021-10-01 7.7857547094
2021-11-01 7.7898376356
2021-12-01 8.0589043605
2022-01-01 7.9413720826
2022-02-01 7.9854747706
2022-03-01 8.0229112171
2022-04-01 8.1257589451
2022-05-01 8.1126770268
2022-06-01 8.1790755212
2022-07-01 8.2038341801
2022-08-01 8.2143252511
2022-09-01 8.2791031158
2022-10-01 8.3000074590
2022-11-01 8.3053682231
2022-12-01 8.3484655170
2023-01-01 8.5315486859
2023-02-01 8.4737168381
2023-03-01 8.5128923466
2023-04-01 8.4318916929
2023-05-01 8.3128157729
2023-06-01 8.3875340299
2023-07-01 8.4998055069
2023-08-01 8.4151923630
2023-09-01 8.3776772704
2023-10-01 8.4068413146
2023-11-01 8.4105848955
2023-12-01 8.4427149419
2024-01-01 8.4234578605
2024-02-01 8.3701147262
2024-03-01 8.4047361621
2024-04-01 8.4463294017
2024-05-01 8.4103581222
2024-06-01 8.3993877968
2024-07-01 8.4075433511
2024-08-01 8.4117940368
2024-09-01 8.3698530964
2024-10-01 8.3042832871
2024-11-01 8.3047919566
2024-12-01 8.3406408930
2025-01-01 8.2161194560
2025-02-01 8.2745086347
2025-03-01 8.2026996730
2025-04-01 8.1563919998
2025-05-01 8.2102532284
2025-06-01 8.2059664696
2025-07-01 8.3228209271
2025-08-01 8.2076256064
2025-09-01 8.2567568400
2025-10-01 8.2984152349
2025-11-01 8.2964749975
2025-12-01 8.2407694291
2026-01-01 8.3136238418
2026-02-01 8.2774407036
2026-03-01 8.3054355707
2026-04-01 8.2675049654
2026-05-01 8.3086777227
2026-06-01 8.3074740532
2026-07-01 8.2329926325
2026-08-01 8.3045112572

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