Table Data - All Employees: Wholesale Trade in San Francisco-San Mateo-Redwood City, CA (MD)

Title All Employees: Wholesale Trade in San Francisco-San Mateo-Redwood City, CA (MD)
Series ID SMU06418844100000001SA
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 2026-06-01
Last Updated 2026-07-22 10:36 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 35.0619832918327
1990-02-01 35.1662096931038
1990-03-01 35.1721671723985
1990-04-01 35.3889500135622
1990-05-01 35.4414577804160
1990-06-01 35.4886820327755
1990-07-01 35.4502881636728
1990-08-01 35.4941080107232
1990-09-01 35.7056736812818
1990-10-01 35.7566138503064
1990-11-01 35.9267728411776
1990-12-01 35.6654860157843
1991-01-01 35.2564590518847
1991-02-01 35.5388004184929
1991-03-01 35.2482023789695
1991-04-01 35.5042751786797
1991-05-01 35.8546320171931
1991-06-01 35.2925824712072
1991-07-01 35.1472398186681
1991-08-01 34.9742415964052
1991-09-01 34.8373169307861
1991-10-01 34.8070267715858
1991-11-01 34.6348886332814
1991-12-01 34.4838140021804
1992-01-01 34.2191829873921
1992-02-01 34.0562578577311
1992-03-01 33.9868201294340
1992-04-01 32.7376189498156
1992-05-01 32.6779102696684
1992-06-01 32.5068203418154
1992-07-01 32.5687409612458
1992-08-01 32.5635564519535
1992-09-01 32.3856059788958
1992-10-01 32.1804422414072
1992-11-01 32.0370792467877
1992-12-01 32.0113404252485
1993-01-01 31.8611902792262
1993-02-01 31.8233909985079
1993-03-01 31.6859587442447
1993-04-01 31.7782761920802
1993-05-01 31.7057073106663
1993-06-01 31.8197234942077
1993-07-01 31.7240352285248
1993-08-01 31.7023704719702
1993-09-01 31.5417145605031
1993-10-01 31.2527243907066
1993-11-01 31.4194530801628
1993-12-01 31.2508253248142
1994-01-01 31.4822700324386
1994-02-01 31.5675727793064
1994-03-01 31.4653635059901
1994-04-01 31.0266407825982
1994-05-01 31.0097101813456
1994-06-01 31.0512402268979
1994-07-01 31.1114561758599
1994-08-01 31.2930234078237
1994-09-01 31.3666791873250
1994-10-01 31.5964808092922
1994-11-01 31.6936382667731
1994-12-01 31.7579326177435
1995-01-01 31.5231801087410
1995-02-01 31.8507119681207
1995-03-01 31.9736875685748
1995-04-01 30.9613165733135
1995-05-01 30.9977901525226
1995-06-01 30.9598443725045
1995-07-01 31.1116213538534
1995-08-01 31.0870084797083
1995-09-01 31.2602580629876
1995-10-01 31.3344115875958
1995-11-01 31.4781543846381
1995-12-01 31.5359463074625
1996-01-01 31.7635611215943
1996-02-01 31.9956581010886
1996-03-01 32.0091883885030
1996-04-01 32.1048912678478
1996-05-01 32.2021580361515
1996-06-01 32.1420913389955
1996-07-01 32.2057016939146
1996-08-01 32.1283078295895
1996-09-01 32.2238631059623
1996-10-01 32.2651793619662
1996-11-01 32.2774543189097
1996-12-01 32.2861332609922
1997-01-01 32.3499303133654
1997-02-01 32.2842257272299
1997-03-01 32.2707118319563
1997-04-01 32.4556010287886
1997-05-01 32.5258884455479
1997-06-01 32.5914049615722
1997-07-01 32.4815402032277
1997-08-01 32.6206773472227
1997-09-01 31.9712569212745
1997-10-01 32.5889956114568
1997-11-01 32.5880743342542
1997-12-01 32.6424754712944
1998-01-01 32.5750859278293
1998-02-01 32.1885094603808
1998-03-01 32.2172247416824
1998-04-01 31.7194251301173
1998-05-01 31.6599325073976
1998-06-01 31.6696727906549
1998-07-01 31.4988958511759
1998-08-01 31.5939538605486
1998-09-01 31.2315726388332
1998-10-01 30.9871153373026
1998-11-01 30.8847806981767
1998-12-01 30.7162614250007
1999-01-01 30.6554052917121
1999-02-01 30.7706453820852
1999-03-01 30.6151360132391
1999-04-01 30.4479257564060
1999-05-01 30.4474517467717
1999-06-01 30.3920120511818
1999-07-01 30.1744657751407
1999-08-01 30.0727917071752
1999-09-01 30.1203377352512
1999-10-01 29.9671177245927
1999-11-01 29.7863432820599
1999-12-01 29.6916228239502
2000-01-01 29.6229618626492
2000-02-01 29.5795448668521
2000-03-01 29.6440503206372
2000-04-01 29.4311496029766
2000-05-01 29.4173448511468
2000-06-01 29.3490305862714
2000-07-01 29.6164133752959
2000-08-01 29.3305376679459
2000-09-01 29.2489086976608
2000-10-01 29.2449107604742
2000-11-01 29.2930421128371
2000-12-01 29.2906876562743
2001-01-01 28.9567485833409
2001-02-01 28.8898848755284
2001-03-01 28.6326496245650
2001-04-01 28.6798847607563
2001-05-01 28.4604374375196
2001-06-01 28.1707606633820
2001-07-01 28.0759726836615
2001-08-01 27.7828565294628
2001-09-01 27.5943571813855
2001-10-01 27.4237162113682
2001-11-01 27.5343923430387
2001-12-01 27.1197365479784
2002-01-01 26.8308786714524
2002-02-01 26.6296909575929
2002-03-01 26.5014578594070
2002-04-01 26.2241545328577
2002-05-01 26.0264649812375
2002-06-01 25.8422739694282
2002-07-01 25.7383499609347
2002-08-01 25.7330397167334
2002-09-01 25.5377384526079
2002-10-01 25.3277086581143
2002-11-01 25.0939627623498
2002-12-01 24.7006904662468
2003-01-01 25.0724583471852
2003-02-01 24.7425600541287
2003-03-01 24.5660607995964
2003-04-01 24.3567431059323
2003-05-01 24.4008673920791
2003-06-01 24.1702060185242
2003-07-01 23.9077894221039
2003-08-01 23.8239900689625
2003-09-01 23.6678981694119
2003-10-01 23.7558535848235
2003-11-01 23.6649959208916
2003-12-01 23.6032365492301
2004-01-01 23.4962528399962
2004-02-01 23.3385697519708
2004-03-01 23.2813520559014
2004-04-01 23.3791023030598
2004-05-01 23.3012524910482
2004-06-01 23.3153681344778
2004-07-01 23.3820135231596
2004-08-01 23.2412286254356
2004-09-01 23.1856674849665
2004-10-01 23.0959071727662
2004-11-01 23.1268231774273
2004-12-01 23.1098133277318
2005-01-01 23.3168191480461
2005-02-01 22.9882183235864
2005-03-01 22.9689010032399
2005-04-01 23.0254888145322
2005-05-01 22.8935317091486
2005-06-01 22.9974681179855
2005-07-01 22.9915251880466
2005-08-01 22.9789372249938
2005-09-01 22.9959450794293
2005-10-01 22.8133849535342
2005-11-01 22.8704412742375
2005-12-01 22.8882236736945
2006-01-01 23.0455065782413
2006-02-01 23.2268927840834
2006-03-01 23.4352071605861
2006-04-01 23.4098022810657
2006-05-01 23.4714259110197
2006-06-01 23.5290261346275
2006-07-01 23.5282483739547
2006-08-01 23.5120828689156
2006-09-01 23.7111407149408
2006-10-01 23.8927582076998
2006-11-01 23.8765459852725
2006-12-01 23.8200691789562
2007-01-01 23.9963079996519
2007-02-01 23.9830146952143
2007-03-01 24.1240657167454
2007-04-01 23.7274425709143
2007-05-01 23.7440098168943
2007-06-01 23.6789195766612
2007-07-01 23.6539810336344
2007-08-01 23.6291285833773
2007-09-01 23.6200249585656
2007-10-01 23.5688445072359
2007-11-01 23.5449153648599
2007-12-01 23.6097413080832
2008-01-01 23.7859487888847
2008-02-01 23.6923476654350
2008-03-01 23.7451573319166
2008-04-01 23.7310378682042
2008-05-01 23.8291334820611
2008-06-01 23.6257122229852
2008-07-01 23.5371697738316
2008-08-01 23.5252027875409
2008-09-01 23.4300512405831
2008-10-01 23.3434522634020
2008-11-01 23.2065623714123
2008-12-01 22.9892812817776
2009-01-01 22.6949997051595
2009-02-01 22.5351494948323
2009-03-01 22.2876399152407
2009-04-01 22.0269574835621
2009-05-01 21.8355294166135
2009-06-01 21.6503875470621
2009-07-01 21.4793431773645
2009-08-01 21.3074601439472
2009-09-01 21.0202324136535
2009-10-01 21.1495929177729
2009-11-01 21.1789874311717
2009-12-01 21.0773208016393
2010-01-01 21.0071749488792
2010-02-01 20.9951135011690
2010-03-01 20.9307000152579
2010-04-01 21.1034345484242
2010-05-01 21.1493958716504
2010-06-01 21.1587830726007
2010-07-01 21.2225179021326
2010-08-01 21.1751797750850
2010-09-01 21.1195627056393
2010-10-01 21.1550293722676
2010-11-01 20.9750896835726
2010-12-01 20.8907264328830
2011-01-01 21.2925694011195
2011-02-01 21.3310150609984
2011-03-01 21.4509840540559
2011-04-01 21.4987952950690
2011-05-01 21.5722542255711
2011-06-01 21.6556840167245
2011-07-01 21.7902875584137
2011-08-01 21.8377552009317
2011-09-01 22.0197274180887
2011-10-01 21.9888435717569
2011-11-01 22.1620330734997
2011-12-01 22.2040906535296
2012-01-01 22.0806094993062
2012-02-01 22.1317466625487
2012-03-01 22.1469790470890
2012-04-01 22.4066070169455
2012-05-01 22.6003281866388
2012-06-01 22.4444713842993
2012-07-01 22.4812750303813
2012-08-01 22.6103556478304
2012-09-01 22.6362061354909
2012-10-01 22.8007564483351
2012-11-01 22.8700388906865
2012-12-01 22.8310079527120
2013-01-01 23.0541956846861
2013-02-01 22.9952423163188
2013-03-01 23.0253346942397
2013-04-01 23.0328332705831
2013-05-01 23.1272074426762
2013-06-01 23.2334183321478
2013-07-01 23.2767235791749
2013-08-01 23.4097397843691
2013-09-01 23.3445764626969
2013-10-01 23.3162796948066
2013-11-01 23.3743643708489
2013-12-01 23.6385812345832
2014-01-01 23.4562572414165
2014-02-01 23.5429736229100
2014-03-01 23.6132957712127
2014-04-01 23.4444188329132
2014-05-01 23.3513702292192
2014-06-01 23.5337053326218
2014-07-01 23.5600199337466
2014-08-01 23.5253779519135
2014-09-01 23.6497107965610
2014-10-01 23.7075426309230
2014-11-01 23.6862553805024
2014-12-01 23.8456072477863
2015-01-01 23.9594396720722
2015-02-01 24.0110026402672
2015-03-01 24.1140959961011
2015-04-01 24.2461415210825
2015-05-01 24.2600998395480
2015-06-01 24.2455316772239
2015-07-01 24.2443199781436
2015-08-01 24.2306248785556
2015-09-01 24.1576767569610
2015-10-01 24.7140002832790
2015-11-01 24.5580298585020
2015-12-01 24.5425526316064
2016-01-01 24.5758846028670
2016-02-01 24.6877126103662
2016-03-01 24.6319606121466
2016-04-01 24.7610600700267
2016-05-01 24.7603348711590
2016-06-01 24.5687947080092
2016-07-01 25.0285476812061
2016-08-01 25.1149106599111
2016-09-01 25.0689891985735
2016-10-01 25.0098641811380
2016-11-01 24.9161588212222
2016-12-01 24.9335288887573
2017-01-01 24.8915098270069
2017-02-01 24.8986891509899
2017-03-01 25.0456486615499
2017-04-01 24.9941208934506
2017-05-01 25.0429053594869
2017-06-01 25.0899463723411
2017-07-01 25.0212121191814
2017-08-01 24.9914181589388
2017-09-01 24.9795199682427
2017-10-01 25.0041797501965
2017-11-01 25.1697951092853
2017-12-01 25.2147603882589
2018-01-01 25.4102346008492
2018-02-01 25.4152301609030
2018-03-01 25.2781208874760
2018-04-01 25.2218211852307
2018-05-01 25.2276257502810
2018-06-01 25.1034768250037
2018-07-01 25.1022223152888
2018-08-01 25.0806717540739
2018-09-01 25.0766416306301
2018-10-01 25.0783400798000
2018-11-01 25.0547611411478
2018-12-01 25.0884028160187
2019-01-01 24.7467216810653
2019-02-01 24.5663930303367
2019-03-01 24.6954319896818
2019-04-01 24.6076532097308
2019-05-01 24.6178842033805
2019-06-01 24.4851036482428
2019-07-01 24.5917509974740
2019-08-01 24.6882824793530
2019-09-01 24.7757097547895
2019-10-01 24.4577546697941
2019-11-01 24.3696181079134
2019-12-01 24.3739210422749
2020-01-01 24.2660046987414
2020-02-01 24.2083702117254
2020-03-01 24.1123979200721
2020-04-01 20.7573417798609
2020-05-01 20.9093250263948
2020-06-01 21.3488167796823
2020-07-01 21.0927635004154
2020-08-01 20.9280833563063
2020-09-01 20.9766522436153
2020-10-01 21.0556701228494
2020-11-01 21.0902955044190
2020-12-01 21.1736033698940
2021-01-01 21.2642697887523
2021-02-01 21.3327151786705
2021-03-01 21.4930579795015
2021-04-01 21.6050993280179
2021-05-01 21.5960931262573
2021-06-01 21.7129280085834
2021-07-01 21.7416510337583
2021-08-01 21.8733574331611
2021-09-01 21.6837386361318
2021-10-01 22.0690981667469
2021-11-01 22.1132806924973
2021-12-01 22.1704843549689
2022-01-01 22.2148569403285
2022-02-01 22.3193139109608
2022-03-01 22.4649218629606
2022-04-01 22.6903009539509
2022-05-01 22.8903731484997
2022-06-01 23.1126082539495
2022-07-01 22.7954778317105
2022-08-01 23.1122980819150
2022-09-01 23.2876875526656
2022-10-01 23.2793469582053
2022-11-01 23.5195928371448
2022-12-01 23.5575895756356
2023-01-01 23.6564128323822
2023-02-01 23.7874308254652
2023-03-01 23.8282731186341
2023-04-01 23.9281327790150
2023-05-01 24.0137786744816
2023-06-01 24.0297315557648
2023-07-01 23.9459468960042
2023-08-01 24.0075347497486
2023-09-01 24.0743516174298
2023-10-01 24.1661944388786
2023-11-01 24.1408264983366
2023-12-01 24.2395532687073
2024-01-01 24.2892731655421
2024-02-01 24.1774571114827
2024-03-01 24.1118888275986
2024-04-01 23.8935896657812
2024-05-01 23.6516860099731
2024-06-01 23.4563195137541
2024-07-01 23.3485629194600
2024-08-01 23.1748125123351
2024-09-01 22.9441709741257
2024-10-01 22.8496955183145
2024-11-01 22.6502571221654
2024-12-01 22.4386407380564
2025-01-01 22.1569784271251
2025-02-01 22.0827316065504
2025-03-01 21.9161918135923
2025-04-01 21.5547622135497
2025-05-01 21.2822464092641
2025-06-01 21.6590292937973
2025-07-01 21.7406995464072
2025-08-01 21.6348444442377
2025-09-01 21.6018509259094
2025-10-01 21.4391897873845
2025-11-01 21.3670607666286
2025-12-01 21.3514020541585
2026-01-01 21.4317414953943
2026-02-01 21.3065767615906
2026-03-01 21.3327243035093
2026-04-01 21.3856841126139
2026-05-01 21.4889450152077
2026-06-01 21.4568425246388

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