Table Data - All Employees: Wholesale Trade in Riverside-San Bernardino-Ontario, CA (MSA)

Title All Employees: Wholesale Trade in Riverside-San Bernardino-Ontario, CA (MSA)
Series ID SMU06401404100000001SA
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 2026-05-01
Last Updated 2026-06-24 10:46 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 23.4112717270518
1990-02-01 23.3885099257879
1990-03-01 23.3895441794261
1990-04-01 23.8756936974434
1990-05-01 24.0203467817046
1990-06-01 24.1652819057201
1990-07-01 24.4819353924361
1990-08-01 24.5879768726823
1990-09-01 24.6529194815984
1990-10-01 24.9181658982662
1990-11-01 24.7183001638751
1990-12-01 24.7952719209139
1991-01-01 24.4953615773106
1991-02-01 24.5950685369141
1991-03-01 24.3792516967968
1991-04-01 23.5940655593363
1991-05-01 23.9168046903973
1991-06-01 23.8629127953859
1991-07-01 23.5889837836111
1991-08-01 23.5973281914448
1991-09-01 23.7494429198928
1991-10-01 23.3195387193923
1991-11-01 23.4127690446569
1991-12-01 23.1808481046412
1992-01-01 24.2911014040398
1992-02-01 24.0981067632416
1992-03-01 23.9656086231944
1992-04-01 24.9286423760920
1992-05-01 24.9022502451614
1992-06-01 25.0332923835747
1992-07-01 25.3194871200116
1992-08-01 25.3250796642021
1992-09-01 25.4353277261905
1992-10-01 25.4323162558892
1992-11-01 25.8090770317216
1992-12-01 25.5582011151001
1993-01-01 25.6792986684070
1993-02-01 25.5954610629620
1993-03-01 25.9660159073515
1993-04-01 25.7637742804968
1993-05-01 25.7754100651626
1993-06-01 25.8907012053357
1993-07-01 26.0602596638152
1993-08-01 26.2677978340027
1993-09-01 26.1180023676939
1993-10-01 26.6476100384625
1993-11-01 26.4997754093416
1993-12-01 26.4186753345183
1994-01-01 26.5820817580396
1994-02-01 26.2874303767543
1994-03-01 26.1674318085258
1994-04-01 26.0115570733785
1994-05-01 26.0486740166319
1994-06-01 26.0510103460151
1994-07-01 26.4019031734185
1994-08-01 26.5046010322271
1994-09-01 26.8159963432884
1994-10-01 26.7326604616763
1994-11-01 26.9832149391815
1994-12-01 27.1719655729068
1995-01-01 27.0860460149899
1995-02-01 27.2808151940047
1995-03-01 27.2894510961642
1995-04-01 27.6649525393127
1995-05-01 28.0481495717547
1995-06-01 28.0365440351542
1995-07-01 27.6131537276581
1995-08-01 27.6242369749110
1995-09-01 27.8023289786742
1995-10-01 27.8017999530325
1995-11-01 27.8465320351029
1995-12-01 27.8254878146123
1996-01-01 29.4142143332061
1996-02-01 29.7783154356208
1996-03-01 29.8255041556578
1996-04-01 30.2207496028393
1996-05-01 30.5758055904886
1996-06-01 30.9413932727335
1996-07-01 30.6853720408304
1996-08-01 30.9101209688247
1996-09-01 31.0931960889569
1996-10-01 31.1574251294642
1996-11-01 31.3129360752827
1996-12-01 31.5230203582689
1997-01-01 31.5184716697585
1997-02-01 31.6869984535201
1997-03-01 32.2598187377935
1997-04-01 31.5678276235056
1997-05-01 31.7293444307773
1997-06-01 31.4603536855158
1997-07-01 31.7142763081381
1997-08-01 31.7793910325888
1997-09-01 31.7741690834065
1997-10-01 32.1339586384366
1997-11-01 32.1935132989451
1997-12-01 32.3563522785638
1998-01-01 31.9063141960565
1998-02-01 32.0090497141637
1998-03-01 32.1752528073242
1998-04-01 32.1785240306896
1998-05-01 32.2761664455789
1998-06-01 32.7087125126792
1998-07-01 32.9067481104530
1998-08-01 33.2361253136399
1998-09-01 33.5781033084637
1998-10-01 33.7281757853995
1998-11-01 33.9151036003353
1998-12-01 34.1284616905112
1999-01-01 33.6662665534356
1999-02-01 33.7227507817227
1999-03-01 33.6654436439765
1999-04-01 33.9553110284806
1999-05-01 34.1091366505166
1999-06-01 34.3404064298142
1999-07-01 34.8188938095310
1999-08-01 35.2121104285122
1999-09-01 35.0636692792698
1999-10-01 35.4718518010923
1999-11-01 35.6653400271653
1999-12-01 35.7061434279428
2000-01-01 36.3270704780845
2000-02-01 36.3166841522909
2000-03-01 36.4419399799954
2000-04-01 38.1914348268266
2000-05-01 38.3994251212977
2000-06-01 38.6594641547461
2000-07-01 38.7736934372577
2000-08-01 38.7210257841394
2000-09-01 39.3664210585150
2000-10-01 38.8202938886219
2000-11-01 38.8405586300986
2000-12-01 39.0813206667599
2001-01-01 41.9737118545377
2001-02-01 41.9832719275248
2001-03-01 42.6892865917216
2001-04-01 42.1321958507009
2001-05-01 41.7773102671821
2001-06-01 41.3610812387255
2001-07-01 41.3956668019472
2001-08-01 41.0670477813066
2001-09-01 40.7663640196578
2001-10-01 40.4585591066905
2001-11-01 40.0998588061528
2001-12-01 39.9020446722068
2002-01-01 40.5288529948973
2002-02-01 40.6477974630781
2002-03-01 40.7305012227171
2002-04-01 40.9787817710486
2002-05-01 41.1505694898487
2002-06-01 41.4940401909576
2002-07-01 41.2548728688283
2002-08-01 41.9274199335211
2002-09-01 42.1841011396419
2002-10-01 42.1611143722134
2002-11-01 42.6276113745820
2002-12-01 42.6812893282565
2003-01-01 42.8712493389828
2003-02-01 43.1024836087812
2003-03-01 43.1754051346129
2003-04-01 43.2638849937458
2003-05-01 43.3682463439592
2003-06-01 43.2406879620082
2003-07-01 42.5423269619000
2003-08-01 42.7826936537352
2003-09-01 42.7833202386756
2003-10-01 42.9472914899952
2003-11-01 42.7008358933820
2003-12-01 42.7333704982792
2004-01-01 42.8083134160276
2004-02-01 43.0650594031432
2004-03-01 43.3366868605156
2004-04-01 43.4870876312638
2004-05-01 43.9161279451053
2004-06-01 44.3993562590408
2004-07-01 45.4239672350892
2004-08-01 45.7245396267139
2004-09-01 45.8897959780790
2004-10-01 47.0064317235265
2004-11-01 47.3395302467986
2004-12-01 47.6843229449268
2005-01-01 47.6305082318223
2005-02-01 47.6317819588404
2005-03-01 48.0157633684683
2005-04-01 48.5610139750106
2005-05-01 48.8860208875094
2005-06-01 49.1499247030193
2005-07-01 49.3872445738032
2005-08-01 49.7472377427371
2005-09-01 50.0858840229867
2005-10-01 50.4592029537082
2005-11-01 50.8617856360344
2005-12-01 51.5310796914255
2006-01-01 52.2663931251555
2006-02-01 52.7199647274115
2006-03-01 53.0206738077356
2006-04-01 53.3437572919611
2006-05-01 53.3512866155301
2006-06-01 53.4734289167938
2006-07-01 53.8299562655844
2006-08-01 53.9504832090540
2006-09-01 54.0941259276586
2006-10-01 53.9153792366255
2006-11-01 54.1940807840410
2006-12-01 54.3885121594408
2007-01-01 54.9193855465212
2007-02-01 55.5080910312666
2007-03-01 55.7480746200804
2007-04-01 55.7200522822611
2007-05-01 55.9018030846414
2007-06-01 56.1687389177502
2007-07-01 56.3560169165529
2007-08-01 56.5415158898511
2007-09-01 56.7035567012005
2007-10-01 56.7775337483891
2007-11-01 56.9417569385132
2007-12-01 57.0666989983267
2008-01-01 55.9078959514860
2008-02-01 55.5995392697116
2008-03-01 55.1734314652809
2008-04-01 54.6772473583628
2008-05-01 54.5235659960287
2008-06-01 54.2470346277931
2008-07-01 53.1749494740164
2008-08-01 53.0332543873865
2008-09-01 52.5191721763419
2008-10-01 52.0386476807406
2008-11-01 51.3095078992866
2008-12-01 50.6552102918407
2009-01-01 50.1231984913933
2009-02-01 49.5020210673002
2009-03-01 48.8954706236039
2009-04-01 48.5036520408060
2009-05-01 48.2150213064375
2009-06-01 48.2313818617148
2009-07-01 47.9913440954571
2009-08-01 47.9179484696749
2009-09-01 47.7304626691610
2009-10-01 47.7994805275348
2009-11-01 47.9158818941349
2009-12-01 48.0525901144330
2010-01-01 48.0494556711707
2010-02-01 48.1117228623007
2010-03-01 48.1074615602385
2010-04-01 48.2913102677470
2010-05-01 48.2913426772773
2010-06-01 48.3298830345593
2010-07-01 48.2103796812198
2010-08-01 47.9892053803875
2010-09-01 48.0436107314478
2010-10-01 48.1869697227227
2010-11-01 48.1355554997773
2010-12-01 48.2441718351727
2011-01-01 48.2839587375785
2011-02-01 48.5251690077107
2011-03-01 48.6170944602792
2011-04-01 48.5478713097311
2011-05-01 48.5492011929559
2011-06-01 48.4488404921681
2011-07-01 48.6236332510153
2011-08-01 48.6605275559383
2011-09-01 48.8594204694526
2011-10-01 48.7896730944901
2011-11-01 48.9523643110766
2011-12-01 48.9311983970336
2012-01-01 49.2278225450251
2012-02-01 49.3428740684234
2012-03-01 49.7140655883714
2012-04-01 51.3033836153690
2012-05-01 51.5984858638565
2012-06-01 51.9965787533610
2012-07-01 52.2290172886003
2012-08-01 52.7355214322919
2012-09-01 53.0664446700005
2012-10-01 53.3911568926005
2012-11-01 53.5433810776278
2012-12-01 53.6149789739437
2013-01-01 54.5690342028877
2013-02-01 54.8778730786057
2013-03-01 55.4254003734307
2013-04-01 55.2796475750245
2013-05-01 55.4470056282221
2013-06-01 55.8431995606523
2013-07-01 56.1192425253969
2013-08-01 56.5053949373191
2013-09-01 56.6671371941090
2013-10-01 56.6723159827084
2013-11-01 57.2436697041697
2013-12-01 57.5089766118521
2014-01-01 57.5011431371799
2014-02-01 57.8189071567919
2014-03-01 57.9422878249572
2014-04-01 58.2675192884048
2014-05-01 58.5069710527165
2014-06-01 58.5801453677019
2014-07-01 58.6023338205128
2014-08-01 58.2730842469870
2014-09-01 58.6682996573213
2014-10-01 58.9433637198348
2014-11-01 59.4425986469435
2014-12-01 59.6128388527178
2015-01-01 59.5328529190836
2015-02-01 59.7566026040049
2015-03-01 59.7705954772747
2015-04-01 60.6564233398385
2015-05-01 60.8749331802006
2015-06-01 60.7744958738839
2015-07-01 61.1808654220441
2015-08-01 61.3591901846055
2015-09-01 61.7837678551250
2015-10-01 62.0250372709773
2015-11-01 62.0453449224230
2015-12-01 62.1170056533954
2016-01-01 62.3604009990979
2016-02-01 62.2816167527446
2016-03-01 62.1970024146078
2016-04-01 61.9337095938223
2016-05-01 61.9421070909284
2016-06-01 62.0527329332948
2016-07-01 62.3678890217053
2016-08-01 62.5692838552600
2016-09-01 62.7099466345405
2016-10-01 62.0235470593419
2016-11-01 61.7402548881673
2016-12-01 61.8309589693285
2017-01-01 62.0652991102032
2017-02-01 62.1667634164447
2017-03-01 62.5209222796341
2017-04-01 62.6170505164159
2017-05-01 62.7474285759402
2017-06-01 62.8024935457092
2017-07-01 62.9622333905660
2017-08-01 63.3894093617760
2017-09-01 63.6548283091371
2017-10-01 64.0355050143551
2017-11-01 64.1342030307119
2017-12-01 64.3352892555141
2018-01-01 64.5495873818231
2018-02-01 64.8251635882992
2018-03-01 65.1370538150799
2018-04-01 65.4931431663521
2018-05-01 66.1772154574311
2018-06-01 66.1591725060047
2018-07-01 66.1667111866800
2018-08-01 66.3341442996520
2018-09-01 66.6045691880859
2018-10-01 66.7510132841611
2018-11-01 67.1155315694619
2018-12-01 67.4229154583110
2019-01-01 67.0250712166000
2019-02-01 67.3590988425639
2019-03-01 67.4460679544185
2019-04-01 67.7773695387802
2019-05-01 68.0330231511177
2019-06-01 67.9260518804535
2019-07-01 68.1666385732918
2019-08-01 67.4866892793648
2019-09-01 67.6501156374592
2019-10-01 67.6862220906524
2019-11-01 67.9896611972865
2019-12-01 68.0903977590675
2020-01-01 68.3846629280636
2020-02-01 68.8978544398549
2020-03-01 68.8429933670658
2020-04-01 62.7735615191908
2020-05-01 62.9756298330440
2020-06-01 63.6293683104412
2020-07-01 64.0769020896993
2020-08-01 64.6317661141467
2020-09-01 64.9704260296239
2020-10-01 65.6319599168681
2020-11-01 65.8729268831718
2020-12-01 66.0693046596930
2021-01-01 66.3260636135954
2021-02-01 66.5238842617078
2021-03-01 66.7059312341064
2021-04-01 67.0022194102578
2021-05-01 67.0329826143117
2021-06-01 66.8532754073426
2021-07-01 67.7932622198662
2021-08-01 67.6526168819355
2021-09-01 67.0703592553858
2021-10-01 68.5746926327927
2021-11-01 68.6685097911281
2021-12-01 68.9572021307146
2022-01-01 68.6597844284345
2022-02-01 69.2729712012466
2022-03-01 69.5530524993869
2022-04-01 69.8309009511986
2022-05-01 69.8591137181164
2022-06-01 69.5011391165502
2022-07-01 70.0229727030020
2022-08-01 69.8730460263823
2022-09-01 69.6564463679002
2022-10-01 69.4096987916130
2022-11-01 69.3761587538972
2022-12-01 69.3411076834723
2023-01-01 69.3088131010653
2023-02-01 69.1329085724121
2023-03-01 68.9860005392391
2023-04-01 68.8592885752386
2023-05-01 68.9707055751316
2023-06-01 68.9480895481562
2023-07-01 68.7550485359598
2023-08-01 68.9933021135344
2023-09-01 68.8489375296592
2023-10-01 68.5392832712940
2023-11-01 68.6826023136961
2023-12-01 68.6174611170228
2024-01-01 69.1678735162622
2024-02-01 68.8120138223034
2024-03-01 68.7393182683116
2024-04-01 68.3742343149559
2024-05-01 68.2522668340238
2024-06-01 68.2907189292922
2024-07-01 68.1896183781551
2024-08-01 68.2111519268372
2024-09-01 67.9503449015609
2024-10-01 68.4644814087008
2024-11-01 68.1868288868999
2024-12-01 67.8960916724455
2025-01-01 67.7447979200100
2025-02-01 67.4862227647704
2025-03-01 67.0963076597731
2025-04-01 67.4867240421012
2025-05-01 67.4489438237005
2025-06-01 67.1178641790472
2025-07-01 67.2154307429050
2025-08-01 67.0275808862237
2025-09-01 67.0606102338697
2025-10-01 67.1650196019734
2025-11-01 67.1836240412324
2025-12-01 67.4825820199894
2026-01-01 67.4320495261793
2026-02-01 67.5774380503966
2026-03-01 67.6812533667198
2026-04-01 67.5822172292839
2026-05-01 67.6439553496233

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