Table Data - All Employees: Professional and Business Services: Management of Companies and Enterprises in Riverside-San Bernardino-Ontario, CA (MSA)

Title All Employees: Professional and Business Services: Management of Companies and Enterprises in Riverside-San Bernardino-Ontario, CA (MSA)
Series ID SMU06401406055000001SA
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 2026-09-01
Last Updated 2026-10-20 10:07 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 6.9621096608
1990-02-01 6.9918299238
1990-03-01 6.9430022443
1990-04-01 6.8408455571
1990-05-01 6.8763164933
1990-06-01 6.8476280039
1990-07-01 7.1024897453
1990-08-01 7.1432040349
1990-09-01 7.1632011699
1990-10-01 7.0990377519
1990-11-01 6.9804767387
1990-12-01 6.8585095147
1991-01-01 6.6564961258
1991-02-01 6.7847586038
1991-03-01 6.6410823883
1991-04-01 6.7441826096
1991-05-01 6.6741591813
1991-06-01 6.7478268862
1991-07-01 6.6104333274
1991-08-01 6.5433632401
1991-09-01 6.4580457909
1991-10-01 6.5032678633
1991-11-01 6.5877631118
1991-12-01 6.4562556570
1992-01-01 6.7434326291
1992-02-01 6.7780725607
1992-03-01 6.9454421325
1992-04-01 7.0512232608
1992-05-01 7.0834838270
1992-06-01 7.1536936562
1992-07-01 7.2285387449
1992-08-01 7.2559370356
1992-09-01 7.3730744530
1992-10-01 7.5144978714
1992-11-01 7.5650334579
1992-12-01 7.5769791389
1993-01-01 7.7158513358
1993-02-01 7.7792740347
1993-03-01 7.8457050476
1993-04-01 7.8726386715
1993-05-01 8.0043177147
1993-06-01 8.1770979672
1993-07-01 8.2567110210
1993-08-01 8.3778202931
1993-09-01 8.4926373390
1993-10-01 8.4182746779
1993-11-01 8.4374447962
1993-12-01 8.4904445762
1994-01-01 8.4862332278
1994-02-01 8.4699050803
1994-03-01 8.4466299790
1994-04-01 8.5004519035
1994-05-01 8.5242674361
1994-06-01 8.5009303358
1994-07-01 8.4886459672
1994-08-01 8.4832284783
1994-09-01 8.4965321309
1994-10-01 8.5230193051
1994-11-01 8.5214283271
1994-12-01 8.6333372333
1995-01-01 8.5746145593
1995-02-01 8.6557131387
1995-03-01 8.6398501850
1995-04-01 8.7268562854
1995-05-01 8.7409776788
1995-06-01 8.8328699400
1995-07-01 8.8134509568
1995-08-01 8.8889783131
1995-09-01 8.8901300974
1995-10-01 8.9210435381
1995-11-01 9.0988325597
1995-12-01 9.1758973160
1996-01-01 9.2639176637
1996-02-01 9.4545436356
1996-03-01 9.3435680463
1996-04-01 9.1430129896
1996-05-01 8.9497323678
1996-06-01 9.0519320857
1996-07-01 9.2292242150
1996-08-01 9.1819168537
1996-09-01 9.1764456024
1996-10-01 9.3316862466
1996-11-01 9.4819479025
1996-12-01 9.3625488257
1997-01-01 9.0806694828
1997-02-01 8.7593240153
1997-03-01 8.9321295529
1997-04-01 9.0397140365
1997-05-01 9.0473876773
1997-06-01 9.0559497183
1997-07-01 9.0213805147
1997-08-01 9.1729576295
1997-09-01 9.1577800155
1997-10-01 9.2334243620
1997-11-01 9.2859893787
1997-12-01 9.3924433539
1998-01-01 9.2984821685
1998-02-01 9.3765669777
1998-03-01 9.3323334837
1998-04-01 9.0284833486
1998-05-01 9.1358354970
1998-06-01 9.1418386940
1998-07-01 9.2131420375
1998-08-01 9.1558100407
1998-09-01 9.3347528078
1998-10-01 9.2519584730
1998-11-01 9.2911197433
1998-12-01 9.3403332696
1999-01-01 9.5260879321
1999-02-01 9.4871437627
1999-03-01 9.3247809327
1999-04-01 9.7203823225
1999-05-01 9.8324971634
1999-06-01 9.8307853131
1999-07-01 10.4091074314
1999-08-01 10.5542778850
1999-09-01 10.1102083690
1999-10-01 10.1757473324
1999-11-01 10.1757322201
1999-12-01 10.1616041995
2000-01-01 10.0464938257
2000-02-01 10.0947438749
2000-03-01 10.2249362532
2000-04-01 10.4119592143
2000-05-01 10.3232500244
2000-06-01 10.3104461864
2000-07-01 10.0944524346
2000-08-01 10.3451421386
2000-09-01 10.2915793184
2000-10-01 10.4984441616
2000-11-01 10.4632404127
2000-12-01 10.3187905871
2001-01-01 10.5607169525
2001-02-01 10.5923545227
2001-03-01 10.5135179377
2001-04-01 10.5005369166
2001-05-01 10.5160071993
2001-06-01 10.5962106976
2001-07-01 10.6972077261
2001-08-01 10.6501113993
2001-09-01 10.6900363026
2001-10-01 10.4928215970
2001-11-01 10.5448749267
2001-12-01 10.5740324439
2002-01-01 11.3628554595
2002-02-01 11.3789417166
2002-03-01 11.4126260290
2002-04-01 11.3992973554
2002-05-01 11.3164531798
2002-06-01 11.2941177413
2002-07-01 11.3058368470
2002-08-01 11.2542166404
2002-09-01 11.2987369623
2002-10-01 11.1882765539
2002-11-01 11.2154446991
2002-12-01 11.4109297899
2003-01-01 11.0636680855
2003-02-01 11.0540159128
2003-03-01 10.9975906032
2003-04-01 10.8820664471
2003-05-01 11.0066644311
2003-06-01 10.9898154988
2003-07-01 10.9056562529
2003-08-01 10.9670193832
2003-09-01 11.0081384433
2003-10-01 11.0688510241
2003-11-01 11.2179335490
2003-12-01 11.0771408906
2004-01-01 11.2589235128
2004-02-01 11.2311454188
2004-03-01 11.2830649908
2004-04-01 11.3757738383
2004-05-01 11.3869361799
2004-06-01 11.4908892430
2004-07-01 11.5112456839
2004-08-01 11.5813336513
2004-09-01 11.6183127150
2004-10-01 11.8574088242
2004-11-01 12.0306076871
2004-12-01 12.3092887787
2005-01-01 11.8553419318
2005-02-01 11.9173775259
2005-03-01 11.8554575143
2005-04-01 12.1693971381
2005-05-01 11.9592370924
2005-06-01 11.9818877050
2005-07-01 12.1187255959
2005-08-01 12.1933419677
2005-09-01 12.0219301760
2005-10-01 12.0399635628
2005-11-01 11.9853292191
2005-12-01 11.8501874610
2006-01-01 11.8681558879
2006-02-01 11.7136255652
2006-03-01 11.6442230858
2006-04-01 11.5582463094
2006-05-01 11.1225700471
2006-06-01 10.8550267660
2006-07-01 10.3936374840
2006-08-01 10.2707289963
2006-09-01 10.2068912006
2006-10-01 10.0318743987
2006-11-01 9.8754829760
2006-12-01 9.7896014624
2007-01-01 9.7876027423
2007-02-01 9.8290851435
2007-03-01 9.7495052811
2007-04-01 9.7413977981
2007-05-01 9.7957306822
2007-06-01 9.7218467666
2007-07-01 9.7812639994
2007-08-01 9.7602017231
2007-09-01 9.7892211272
2007-10-01 9.8264897863
2007-11-01 9.8179013514
2007-12-01 9.7908943246
2008-01-01 10.0062941054
2008-02-01 10.1583107951
2008-03-01 10.0602807889
2008-04-01 9.8381134045
2008-05-01 9.7769462416
2008-06-01 9.6933048665
2008-07-01 9.5716532623
2008-08-01 9.5457660538
2008-09-01 9.4783969699
2008-10-01 9.3188874795
2008-11-01 9.1483380806
2008-12-01 9.0904120662
2009-01-01 8.9208392231
2009-02-01 8.7753160694
2009-03-01 8.7772966704
2009-04-01 8.8334473402
2009-05-01 8.9783929039
2009-06-01 8.8726229602
2009-07-01 8.8602306006
2009-08-01 8.8302386966
2009-09-01 8.7786310759
2009-10-01 8.6071337386
2009-11-01 8.7558281815
2009-12-01 8.5844200080
2010-01-01 8.3342657779
2010-02-01 8.3847024048
2010-03-01 8.3891539483
2010-04-01 8.5360922171
2010-05-01 8.4917232611
2010-06-01 8.4639453257
2010-07-01 8.3476064035
2010-08-01 8.3160692543
2010-09-01 8.2884297913
2010-10-01 8.4011530095
2010-11-01 8.3517775435
2010-12-01 8.2747743944
2011-01-01 8.3484646009
2011-02-01 8.2792845164
2011-03-01 8.2890436715
2011-04-01 8.2447552460
2011-05-01 8.2079913248
2011-06-01 8.1664065318
2011-07-01 8.1436718182
2011-08-01 8.1081749995
2011-09-01 8.0944532146
2011-10-01 8.0958038704
2011-11-01 8.0446367347
2011-12-01 8.0767553556
2012-01-01 7.9549348915
2012-02-01 7.9585012452
2012-03-01 7.7790924120
2012-04-01 7.9554189967
2012-05-01 7.9217388483
2012-06-01 7.9766880497
2012-07-01 8.1420261822
2012-08-01 8.1071776018
2012-09-01 8.0952284150
2012-10-01 8.0931111825
2012-11-01 8.1414008805
2012-12-01 8.1774197141
2013-01-01 8.3613551785
2013-02-01 8.3375742073
2013-03-01 8.3620719012
2013-04-01 8.2697725797
2013-05-01 8.3311363425
2013-06-01 8.3918561661
2013-07-01 8.3463407079
2013-08-01 8.3095986469
2013-09-01 8.2840144106
2013-10-01 8.3925487118
2013-11-01 8.4410658703
2013-12-01 8.4840672341
2014-01-01 8.3543748953
2014-02-01 8.4229143955
2014-03-01 8.3502707295
2014-04-01 8.2736046293
2014-05-01 8.3343280919
2014-06-01 8.3073522899
2014-07-01 8.3487186471
2014-08-01 8.5195745113
2014-09-01 8.5706315058
2014-10-01 8.4903786039
2014-11-01 8.5436224985
2014-12-01 8.4921758333
2015-01-01 8.5404181595
2015-02-01 8.6176614607
2015-03-01 8.7507217269
2015-04-01 8.8756686996
2015-05-01 8.7284167206
2015-06-01 8.9239385078
2015-07-01 8.9585720908
2015-08-01 8.9328414476
2015-09-01 8.9585161132
2015-10-01 8.9827191290
2015-11-01 8.9444709997
2015-12-01 8.9992453453
2016-01-01 9.1187102062
2016-02-01 9.1159997286
2016-03-01 9.1589240236
2016-04-01 9.1646038156
2016-05-01 9.2204744658
2016-06-01 9.3422005368
2016-07-01 8.9660072589
2016-08-01 9.0473522383
2016-09-01 9.0602500592
2016-10-01 8.9727347904
2016-11-01 8.9502479109
2016-12-01 9.0056493563
2017-01-01 8.6894422842
2017-02-01 8.7045066845
2017-03-01 8.7725415547
2017-04-01 8.5490655146
2017-05-01 8.4129017979
2017-06-01 8.3550535504
2017-07-01 8.3700492538
2017-08-01 8.3570666314
2017-09-01 8.3704009083
2017-10-01 8.3693238350
2017-11-01 8.3550780770
2017-12-01 8.3204369067
2018-01-01 8.2614445625
2018-02-01 8.1866649406
2018-03-01 8.1776962527
2018-04-01 8.2360246116
2018-05-01 8.3179919338
2018-06-01 8.3694486300
2018-07-01 8.3825716825
2018-08-01 8.2631883849
2018-09-01 8.3841218251
2018-10-01 8.4653651053
2018-11-01 8.4524767306
2018-12-01 8.5252470369
2019-01-01 8.5387923744
2019-02-01 8.6657687827
2019-03-01 8.6704184708
2019-04-01 8.8352029417
2019-05-01 8.9283786790
2019-06-01 8.8821653379
2019-07-01 8.8988660763
2019-08-01 8.9704974655
2019-09-01 8.8875814051
2019-10-01 8.8650918403
2019-11-01 8.8494924618
2019-12-01 8.8369354472
2020-01-01 8.8258789086
2020-02-01 8.8514653608
2020-03-01 8.7626146533
2020-04-01 8.5278274342
2020-05-01 8.4360263437
2020-06-01 8.3770979433
2020-07-01 8.3950294641
2020-08-01 8.3625555251
2020-09-01 8.4866103874
2020-10-01 8.5703627330
2020-11-01 8.6497664790
2020-12-01 8.6541350956
2021-01-01 8.8272987938
2021-02-01 8.9535006626
2021-03-01 8.7553966635
2021-04-01 8.7278815990
2021-05-01 8.6421867206
2021-06-01 8.6700137537
2021-07-01 8.5845393161
2021-08-01 8.6614582835
2021-09-01 8.5756199088
2021-10-01 8.5760743696
2021-11-01 8.5489622714
2021-12-01 8.6714657577
2022-01-01 8.4399846588
2022-02-01 8.5738233500
2022-03-01 8.6550142801
2022-04-01 8.6293217293
2022-05-01 8.6415108522
2022-06-01 8.6560072823
2022-07-01 8.6617990774
2022-08-01 8.6504205704
2022-09-01 8.6669606745
2022-10-01 8.5799181007
2022-11-01 8.5462577075
2022-12-01 8.5798246534
2023-01-01 8.6605661160
2023-02-01 8.7016878976
2023-03-01 8.6620178505
2023-04-01 8.7350691466
2023-05-01 8.7350227942
2023-06-01 8.7394719759
2023-07-01 8.7325022804
2023-08-01 8.6366077131
2023-09-01 8.5619252613
2023-10-01 8.8802035374
2023-11-01 8.7476000084
2023-12-01 8.6835470681
2024-01-01 8.5834794087
2024-02-01 8.5236321813
2024-03-01 8.3787094852
2024-04-01 8.5390046748
2024-05-01 8.5215785303
2024-06-01 8.5260017374
2024-07-01 8.5067440124
2024-08-01 8.5212914600
2024-09-01 8.4646757959
2024-10-01 8.3812831151
2024-11-01 8.3508448148
2024-12-01 8.2809414844
2025-01-01 8.3047677604
2025-02-01 8.2371968006
2025-03-01 8.2916193013
2025-04-01 8.1409403931
2025-05-01 8.2123478824
2025-06-01 8.0173821782
2025-07-01 8.1911074179
2025-08-01 8.2081346930
2025-09-01 8.0699869443
2025-10-01 8.0818837242
2025-11-01 8.0540095619
2025-12-01 8.0802074753
2026-01-01 8.0137676574
2026-02-01 8.0425831334
2026-03-01 7.9978754714
2026-04-01 8.0442009268
2026-05-01 8.0073218001
2026-06-01 8.0147035274
2026-07-01 7.9849841243
2026-08-01 7.9987425141
2026-09-01 7.9762375311

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