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 2025-12-01
Last Updated 2026-01-28 3:27 AM CST
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 23.3153215280445
1990-02-01 23.4021882596449
1990-03-01 23.3797808260810
1990-04-01 24.1263701385083
1990-05-01 24.2311001117726
1990-06-01 24.2941463373731
1990-07-01 24.5316345207229
1990-08-01 24.5677827504412
1990-09-01 24.5311571705464
1990-10-01 24.8197464602086
1990-11-01 24.5386611262081
1990-12-01 24.6670476358968
1991-01-01 24.4079689325481
1991-02-01 24.6115671839725
1991-03-01 24.3792367124365
1991-04-01 23.8298765516992
1991-05-01 24.1159752967977
1991-06-01 23.9844718344898
1991-07-01 23.6339022705281
1991-08-01 23.5748457528316
1991-09-01 23.6280169827856
1991-10-01 23.2275042814860
1991-11-01 23.2467644589866
1991-12-01 23.0638341728305
1992-01-01 24.2164681550415
1992-02-01 24.1149511433954
1992-03-01 23.9877216856191
1992-04-01 25.1324588322318
1992-05-01 25.0840883671756
1992-06-01 25.1436916155674
1992-07-01 25.3381438842458
1992-08-01 25.3047869519910
1992-09-01 25.3215142175234
1992-10-01 25.3439571297870
1992-11-01 25.6558651929518
1992-12-01 25.4721129377822
1993-01-01 25.6240436946364
1993-02-01 25.6116980383932
1993-03-01 26.0141715243882
1993-04-01 25.9334404593047
1993-05-01 25.9337642720879
1993-06-01 25.9886090296481
1993-07-01 26.0328598219746
1993-08-01 26.2472691245743
1993-09-01 26.0191435485303
1993-10-01 26.5617760434205
1993-11-01 26.3694245813562
1993-12-01 26.3671093517329
1994-01-01 26.5518863766779
1994-02-01 26.3060442578562
1994-03-01 26.2382863161707
1994-04-01 26.1406926707811
1994-05-01 26.1768873338909
1994-06-01 26.1354808289399
1994-07-01 26.3296859430188
1994-08-01 26.4864229982711
1994-09-01 26.7327602149204
1994-10-01 26.6552899712591
1994-11-01 26.8730623157657
1994-12-01 27.1520198546414
1995-01-01 27.0804485031143
1995-02-01 27.3040661347436
1995-03-01 27.3687777742393
1995-04-01 27.7625750535126
1995-05-01 28.1440367923209
1995-06-01 28.1052504497603
1995-07-01 27.5148390589750
1995-08-01 27.6047486272611
1995-09-01 27.7385188001163
1995-10-01 27.7361381480262
1995-11-01 27.7639185275561
1995-12-01 27.8158244603795
1996-01-01 29.4259105784683
1996-02-01 29.8047289776288
1996-03-01 29.9029363322227
1996-04-01 30.2894646077049
1996-05-01 30.6450130606306
1996-06-01 30.9956448659936
1996-07-01 30.5825968423981
1996-08-01 30.8975607845762
1996-09-01 31.0493766198076
1996-10-01 31.1041927160733
1996-11-01 31.2468355375677
1996-12-01 31.5125699120823
1997-01-01 31.5365362777700
1997-02-01 31.7087605572542
1997-03-01 32.3288873807025
1997-04-01 31.6220262224112
1997-05-01 31.7767509426163
1997-06-01 31.5005145018566
1997-07-01 31.6279095032581
1997-08-01 31.7715089109021
1997-09-01 31.7475880276910
1997-10-01 32.0947542966326
1997-11-01 32.1510375102537
1997-12-01 32.3296033384318
1998-01-01 31.9247210529706
1998-02-01 32.0270471062706
1998-03-01 32.2237769913331
1998-04-01 32.2198220565703
1998-05-01 32.3072942918866
1998-06-01 32.7341044034398
1998-07-01 32.8549436441820
1998-08-01 33.2336280723244
1998-09-01 33.5610087313838
1998-10-01 33.7062681086500
1998-11-01 33.8907827913918
1998-12-01 34.0842447121779
1999-01-01 33.6817757005340
1999-02-01 33.7360671085989
1999-03-01 33.6943790864702
1999-04-01 33.9861886893421
1999-05-01 34.1273412577453
1999-06-01 34.3534471111587
1999-07-01 34.8023140808509
1999-08-01 35.2113920601742
1999-09-01 35.0530675536747
1999-10-01 35.4637589132086
1999-11-01 35.6553699989812
1999-12-01 35.6512195774369
2000-01-01 36.3391306167419
2000-02-01 36.3274366397857
2000-03-01 36.4542959498457
2000-04-01 38.2118015761860
2000-05-01 38.4130260342192
2000-06-01 38.6659618339398
2000-07-01 38.7744441350322
2000-08-01 38.7244632617538
2000-09-01 39.3613683930718
2000-10-01 38.8171014399326
2000-11-01 38.8316397874373
2000-12-01 39.0326361055955
2001-01-01 41.9828374560584
2001-02-01 41.9895918529950
2001-03-01 42.6962457856811
2001-04-01 42.1473589923713
2001-05-01 41.7875240551312
2001-06-01 41.3670080574169
2001-07-01 41.3979490469926
2001-08-01 41.0713338681200
2001-09-01 40.7638644175656
2001-10-01 40.4563534808153
2001-11-01 40.0900109776306
2001-12-01 39.8673570411639
2002-01-01 40.5355120792045
2002-02-01 40.6524427888757
2002-03-01 40.7351268620786
2002-04-01 40.9901819662926
2002-05-01 41.1579321899065
2002-06-01 41.4984630525944
2002-07-01 41.2563962019566
2002-08-01 41.9297715193361
2002-09-01 42.1822351646720
2002-10-01 42.1590920714588
2002-11-01 42.6183612785331
2002-12-01 42.6607934192198
2003-01-01 42.8757323331462
2003-02-01 43.1064675437611
2003-03-01 43.1787471496496
2003-04-01 43.2716742297953
2003-05-01 43.3730865785604
2003-06-01 43.2433316408770
2003-07-01 42.5426695407683
2003-08-01 42.7827068142814
2003-09-01 42.7818922530071
2003-10-01 42.9456326754630
2003-11-01 42.6944785525039
2003-12-01 42.7241624775438
2004-01-01 42.8105516022883
2004-02-01 43.0677566803374
2004-03-01 43.3397295276839
2004-04-01 43.4906735246929
2004-05-01 43.9183962463535
2004-06-01 44.4005126051922
2004-07-01 45.4235072984677
2004-08-01 45.7242641297487
2004-09-01 45.8889462011524
2004-10-01 47.0053812282674
2004-11-01 47.3368788407716
2004-12-01 47.6808000123242
2005-01-01 47.6312108012236
2005-02-01 47.6331428782621
2005-03-01 48.0173595027285
2005-04-01 48.5625413671847
2005-05-01 48.8870224412180
2005-06-01 49.1504238723812
2005-07-01 49.3865467718191
2005-08-01 49.7471368783635
2005-09-01 50.0853928633456
2005-10-01 50.4583477617934
2005-11-01 50.8611943705195
2005-12-01 51.5303573501882
2006-01-01 52.2664737802684
2006-02-01 52.7204149708597
2006-03-01 53.0212463227761
2006-04-01 53.3443282266200
2006-05-01 53.3515542745039
2006-06-01 53.4736988966045
2006-07-01 53.8294852407399
2006-08-01 53.9505412808169
2006-09-01 54.0940442019168
2006-10-01 53.9149782904002
2006-11-01 54.1940306327669
2006-12-01 54.3882087941827
2007-01-01 54.9193714184744
2007-02-01 55.5080662580792
2007-03-01 55.7481303223826
2007-04-01 55.7203008435765
2007-05-01 55.9019385018548
2007-06-01 56.1691067082373
2007-07-01 56.3559815013265
2007-08-01 56.5416490433563
2007-09-01 56.7036329723680
2007-10-01 56.7773881041725
2007-11-01 56.9417147784594
2007-12-01 57.0663527043185
2008-01-01 55.9075144812823
2008-02-01 55.5990792377139
2008-03-01 55.1732240543277
2008-04-01 54.6774754296830
2008-05-01 54.5239000409118
2008-06-01 54.2476778035164
2008-07-01 53.1754292266835
2008-08-01 53.0335524566119
2008-09-01 52.5195073194534
2008-10-01 52.0386533829144
2008-11-01 51.3093262401253
2008-12-01 50.6546392265909
2009-01-01 50.1222298175506
2009-02-01 49.5007065596593
2009-03-01 48.8939927813336
2009-04-01 48.5049911121775
2009-05-01 48.2160972899258
2009-06-01 48.2325467873963
2009-07-01 47.9922255461517
2009-08-01 47.9185141372945
2009-09-01 47.7309256822960
2009-10-01 47.7995314889458
2009-11-01 47.9154684163672
2009-12-01 48.0517436870795
2010-01-01 48.0478811763831
2010-02-01 48.1096455530605
2010-03-01 48.1042516268303
2010-04-01 48.2939321107942
2010-05-01 48.2933722071441
2010-06-01 48.3316316520721
2010-07-01 48.2116778948128
2010-08-01 47.9900522506524
2010-09-01 48.0441601938840
2010-10-01 48.1869081906170
2010-11-01 48.1348964473496
2010-12-01 48.2430903213309
2011-01-01 48.2819363574422
2011-02-01 48.5224252068262
2011-03-01 48.6122174868678
2011-04-01 48.5517744941456
2011-05-01 48.5521107864723
2011-06-01 48.4510500165992
2011-07-01 48.6252095048196
2011-08-01 48.6615576786209
2011-09-01 48.8599134974232
2011-10-01 48.7893280877281
2011-11-01 48.9515116728882
2011-12-01 48.9300458926271
2012-01-01 49.2256558466254
2012-02-01 49.3400088409140
2012-03-01 49.7084023529844
2012-04-01 51.3079728444878
2012-05-01 51.6016133705870
2012-06-01 51.9988111360392
2012-07-01 52.2306743625087
2012-08-01 52.7366146708229
2012-09-01 53.0668581918520
2012-10-01 53.3906166411830
2012-11-01 53.5425095875853
2012-12-01 53.6139329470979
2013-01-01 54.5670558688744
2013-02-01 54.8751656553141
2013-03-01 55.4195593290195
2013-04-01 55.2846812765803
2013-05-01 55.4498902426756
2013-06-01 55.8450536588174
2013-07-01 56.1206421267510
2013-08-01 56.5063707121868
2013-09-01 56.6674787197615
2013-10-01 56.6714230611676
2013-11-01 57.2430021614240
2013-12-01 57.5080156248881
2014-01-01 57.4995899516626
2014-02-01 57.8170706202892
2014-03-01 57.9376930583646
2014-04-01 58.2721911540027
2014-05-01 58.5091333885478
2014-06-01 58.5812059628073
2014-07-01 58.6030521625899
2014-08-01 58.2736404085513
2014-09-01 58.6685880053170
2014-10-01 58.9422022510511
2014-11-01 59.4421487033652
2014-12-01 59.6117428830166
2015-01-01 59.5317125157333
2015-02-01 59.7558146005562
2015-03-01 59.7685186573900
2015-04-01 60.6606540722595
2015-05-01 60.8768828736648
2015-06-01 60.7746038444552
2015-07-01 61.1803833232556
2015-08-01 61.3587226933406
2015-09-01 61.7837747350056
2015-10-01 62.0236967036052
2015-11-01 62.0451259748645
2015-12-01 62.1140231646739
2016-01-01 62.3600374651114
2016-02-01 62.2825988931750
2016-03-01 62.1980330858538
2016-04-01 61.9384495369747
2016-05-01 61.9459445246384
2016-06-01 62.0552705343453
2016-07-01 62.3572898193140
2016-08-01 62.5686970515136
2016-09-01 62.7112577384243
2016-10-01 62.0229986165872
2016-11-01 61.7396552594778
2016-12-01 61.8250510594385
2017-01-01 62.0629027115898
2017-02-01 62.1767252029969
2017-03-01 62.5177589884167
2017-04-01 62.6261211380276
2017-05-01 62.7555723566885
2017-06-01 62.8072242478094
2017-07-01 62.9400857001693
2017-08-01 63.3878555290896
2017-09-01 63.6570298435551
2017-10-01 64.0355040716981
2017-11-01 64.1332359413430
2017-12-01 64.3264640035257
2018-01-01 64.5454737526145
2018-02-01 64.8449379353298
2018-03-01 65.1296079604146
2018-04-01 65.5072552065879
2018-05-01 66.1912995393256
2018-06-01 66.1681472993555
2018-07-01 66.1238094758291
2018-08-01 66.3321089086174
2018-09-01 66.6121278366143
2018-10-01 66.7513034377041
2018-11-01 67.1131200462632
2018-12-01 67.4121105730630
2019-01-01 67.0208660077948
2019-02-01 67.3870206669128
2019-03-01 67.4345924759770
2019-04-01 67.7974813533292
2019-05-01 68.0519344675459
2019-06-01 67.9352757286940
2019-07-01 68.1098747527234
2019-08-01 67.4815188033855
2019-09-01 67.6609219680143
2019-10-01 67.6868068808253
2019-11-01 67.9868908955629
2019-12-01 68.0783217968871
2020-01-01 68.3832020483018
2020-02-01 68.9277563941360
2020-03-01 68.8353586726757
2020-04-01 62.7991280939090
2020-05-01 62.9997516171989
2020-06-01 63.6420394652954
2020-07-01 63.9872587168589
2020-08-01 64.6266214615778
2020-09-01 64.9867569212935
2020-10-01 65.6385500682046
2020-11-01 65.8707253202383
2020-12-01 66.0591084870287
2021-01-01 66.3269770277854
2021-02-01 66.5537001655987
2021-03-01 66.7010213006300
2021-04-01 67.0401389923813
2021-05-01 67.0587502662980
2021-06-01 66.8684638869172
2021-07-01 67.6688700585055
2021-08-01 67.6288481453776
2021-09-01 67.0970755851004
2021-10-01 68.5962461628549
2021-11-01 68.6727911756471
2021-12-01 68.9490685754754
2022-01-01 68.6683179005298
2022-02-01 69.3008998578602
2022-03-01 69.5558426432980
2022-04-01 69.8889612117792
2022-05-01 69.8837645072788
2022-06-01 69.5001522971197
2022-07-01 69.8483619686355
2022-08-01 69.8191079597487
2022-09-01 69.7094935596290
2022-10-01 69.4610245846965
2022-11-01 69.3865667477174
2022-12-01 69.3394742337129
2023-01-01 69.3262345949353
2023-02-01 69.1642253563684
2023-03-01 69.0040019462726
2023-04-01 68.9322866469869
2023-05-01 68.9823905948201
2023-06-01 68.9146124529476
2023-07-01 68.5456497157154
2023-08-01 68.8982283419614
2023-09-01 68.9257366289127
2023-10-01 68.6242524095298
2023-11-01 68.7057219646922
2023-12-01 68.6259602477435
2024-01-01 69.1934663205095
2024-02-01 68.8510925345600
2024-03-01 68.7720626411809
2024-04-01 68.1636460227089
2024-05-01 67.9506778378613
2024-06-01 68.0175846783781
2024-07-01 68.2397253212768
2024-08-01 68.4851261859832
2024-09-01 68.4493318127463
2024-10-01 68.5828828328090
2024-11-01 68.6201006709664
2024-12-01 69.3179231556620
2025-01-01 68.4726671763009
2025-02-01 68.3376023360219
2025-03-01 68.4396387963181
2025-04-01 67.9871669118729
2025-05-01 68.6309874148075
2025-06-01 68.6151933508052
2025-07-01 68.4444779734751
2025-08-01 68.1725866263582
2025-09-01 67.8732628479513
2025-10-01 67.9066400559340
2025-11-01 68.0292635251119
2025-12-01 68.2142448776003

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