Table Data - All Employees: Professional and Business Services: Administrative and Support Services in Oxnard-Thousand Oaks-Ventura, CA (MSA)

Title All Employees: Professional and Business Services: Administrative and Support Services in Oxnard-Thousand Oaks-Ventura, CA (MSA)
Series ID SMU06371006056100001SA
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 2026-04-01
Last Updated 2026-05-26 2:29 PM 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 12.7099604445881
1990-02-01 12.6812946338012
1990-03-01 12.2827982008907
1990-04-01 12.5843392053076
1990-05-01 12.6429842549577
1990-06-01 12.5635994826235
1990-07-01 12.5857298302547
1990-08-01 12.7811593918906
1990-09-01 12.8906850052966
1990-10-01 12.7079272711648
1990-11-01 12.9536000877765
1990-12-01 13.4050598636417
1991-01-01 13.8626245710862
1991-02-01 13.4235398484398
1991-03-01 13.0995383105581
1991-04-01 12.5615920898083
1991-05-01 12.1093298229359
1991-06-01 12.6357991256463
1991-07-01 13.0772129189256
1991-08-01 13.1913700753276
1991-09-01 13.2853669993932
1991-10-01 13.4090381699435
1991-11-01 13.3607321027088
1991-12-01 13.3009541839239
1992-01-01 13.2637894862561
1992-02-01 13.1449148872689
1992-03-01 13.1966871127423
1992-04-01 13.0287802281391
1992-05-01 12.9665013146887
1992-06-01 13.1965862567919
1992-07-01 13.2641097725959
1992-08-01 13.4280457523719
1992-09-01 13.3228585267957
1992-10-01 13.6257681383729
1992-11-01 13.6643490117962
1992-12-01 13.5211094754975
1993-01-01 13.7836748310592
1993-02-01 13.9925247863460
1993-03-01 14.3909615076708
1993-04-01 14.8907171671638
1993-05-01 15.2150929110142
1993-06-01 15.4500235935775
1993-07-01 15.4181138357021
1993-08-01 15.1324171188679
1993-09-01 15.4375924541150
1993-10-01 15.5357085158802
1993-11-01 15.5512118908884
1993-12-01 16.8785911977384
1994-01-01 16.3508943258877
1994-02-01 16.6897340072873
1994-03-01 17.1117176364029
1994-04-01 18.1256144507948
1994-05-01 18.1397909247611
1994-06-01 18.3757823762432
1994-07-01 18.5675439565159
1994-08-01 19.1245263460763
1994-09-01 19.6629461689960
1994-10-01 19.6282233986631
1994-11-01 19.9487980066180
1994-12-01 20.1264244752234
1995-01-01 19.6583251723824
1995-02-01 19.7709260622809
1995-03-01 19.7221690915650
1995-04-01 19.1732855547057
1995-05-01 18.4200540667998
1995-06-01 18.8181837200497
1995-07-01 19.1123992604749
1995-08-01 18.8690168490054
1995-09-01 18.7614895187526
1995-10-01 18.8254238474041
1995-11-01 18.9611968231064
1995-12-01 18.7477109932642
1996-01-01 19.0456687789827
1996-02-01 19.1167542380371
1996-03-01 19.2219394122194
1996-04-01 19.1593392267114
1996-05-01 18.9218966361097
1996-06-01 19.0026481373609
1996-07-01 18.3577228822706
1996-08-01 18.9685962588195
1996-09-01 18.8248539466513
1996-10-01 18.8625397652816
1996-11-01 19.0927015306900
1996-12-01 19.1261385494904
1997-01-01 17.4088284893069
1997-02-01 17.2417671145901
1997-03-01 17.2177333764240
1997-04-01 17.5838638911735
1997-05-01 17.5548487574842
1997-06-01 17.5910788475655
1997-07-01 17.1938972902651
1997-08-01 17.3701180598039
1997-09-01 17.5412890177627
1997-10-01 18.1928299284906
1997-11-01 18.2241950971589
1997-12-01 18.4945427350892
1998-01-01 19.3974728336958
1998-02-01 19.8172275096142
1998-03-01 19.4970327253803
1998-04-01 19.3167797967910
1998-05-01 19.3115297327280
1998-06-01 19.0213708333866
1998-07-01 19.9434757407018
1998-08-01 20.1360180614206
1998-09-01 19.9025758380540
1998-10-01 19.2812321953608
1998-11-01 19.3716362252973
1998-12-01 19.3942315384491
1999-01-01 18.7685733183751
1999-02-01 19.1137034844104
1999-03-01 19.0212394692246
1999-04-01 19.1695611520936
1999-05-01 19.3796718767812
1999-06-01 19.2457218573371
1999-07-01 19.8443749042208
1999-08-01 20.2725890821870
1999-09-01 20.1475935957938
1999-10-01 20.7872170633020
1999-11-01 20.6955103041671
1999-12-01 20.6489270039037
2000-01-01 21.6645229052262
2000-02-01 21.6004390583107
2000-03-01 21.6668520515181
2000-04-01 22.8533427149444
2000-05-01 22.4090179848558
2000-06-01 22.4350205187786
2000-07-01 22.2786871352363
2000-08-01 22.2059020319170
2000-09-01 22.5187839423594
2000-10-01 21.9870914753704
2000-11-01 21.9013486252807
2000-12-01 21.7947361692538
2001-01-01 19.8830546423832
2001-02-01 19.7395281179923
2001-03-01 19.6882833198479
2001-04-01 19.4636603319698
2001-05-01 19.5510755804097
2001-06-01 19.6417020232611
2001-07-01 19.3459404600478
2001-08-01 18.9954923579223
2001-09-01 19.2877116121576
2001-10-01 19.2205984990367
2001-11-01 19.3743713762135
2001-12-01 19.7118665321642
2002-01-01 19.0238119018408
2002-02-01 19.1905397588206
2002-03-01 19.2199482317291
2002-04-01 19.2608466392831
2002-05-01 19.2603287424552
2002-06-01 19.3243641628379
2002-07-01 19.1902683282814
2002-08-01 18.8368485356652
2002-09-01 19.1619528901628
2002-10-01 19.3407003584266
2002-11-01 19.1517738644602
2002-12-01 19.0642657321591
2003-01-01 18.9623825416989
2003-02-01 18.6044055246437
2003-03-01 18.7413481861609
2003-04-01 18.5242905387409
2003-05-01 18.7031342874458
2003-06-01 18.8381518825244
2003-07-01 19.1605725963418
2003-08-01 19.0372324109905
2003-09-01 19.0257666670852
2003-10-01 18.9577868270749
2003-11-01 19.1313564749704
2003-12-01 19.4323305411528
2004-01-01 19.2038969908325
2004-02-01 19.3495499933988
2004-03-01 19.3761676947574
2004-04-01 19.0998418154430
2004-05-01 18.8318186213202
2004-06-01 18.7762167940034
2004-07-01 18.8086940302969
2004-08-01 19.1111417591106
2004-09-01 18.9812502981096
2004-10-01 19.2813329006376
2004-11-01 19.2158565491707
2004-12-01 19.3357201728607
2005-01-01 19.4013228631282
2005-02-01 19.6833332981109
2005-03-01 19.5417831008675
2005-04-01 19.7657323794831
2005-05-01 19.7652073142490
2005-06-01 19.5236145201824
2005-07-01 19.2564587960463
2005-08-01 19.1743093550291
2005-09-01 18.9876852208840
2005-10-01 18.7810511617294
2005-11-01 18.9043232458266
2005-12-01 18.6564424562928
2006-01-01 18.8396809806654
2006-02-01 19.1378184364125
2006-03-01 19.2313366475739
2006-04-01 19.5762333387513
2006-05-01 20.0033558044653
2006-06-01 19.9839017332046
2006-07-01 19.7727050363585
2006-08-01 19.9423567151376
2006-09-01 20.1529739085779
2006-10-01 20.2803260559709
2006-11-01 20.0730382053609
2006-12-01 19.9707888425303
2007-01-01 19.5924184851657
2007-02-01 19.3193641792815
2007-03-01 19.3330531607044
2007-04-01 18.8167332791074
2007-05-01 18.6717950592299
2007-06-01 18.3634052654618
2007-07-01 18.2944055421129
2007-08-01 17.9578354411168
2007-09-01 17.7124004113365
2007-10-01 17.5282523353126
2007-11-01 17.6424986908015
2007-12-01 17.5722188394252
2008-01-01 17.8023398576318
2008-02-01 17.8293977549836
2008-03-01 17.6326719880629
2008-04-01 17.9905942968570
2008-05-01 17.8238297852361
2008-06-01 17.7203419878302
2008-07-01 17.7617014812917
2008-08-01 18.0643448771996
2008-09-01 18.2680421749188
2008-10-01 17.2863573585900
2008-11-01 17.0105470210882
2008-12-01 16.8671202858422
2009-01-01 16.7451376515548
2009-02-01 16.3245588434510
2009-03-01 16.1339171991884
2009-04-01 15.8281972067820
2009-05-01 15.7696688545606
2009-06-01 15.6608001540998
2009-07-01 15.6607996121051
2009-08-01 15.7054961324514
2009-09-01 15.7623763772766
2009-10-01 15.6311893653079
2009-11-01 15.9831931416120
2009-12-01 15.6651436693287
2010-01-01 15.6155911392697
2010-02-01 15.6403166404059
2010-03-01 15.6525047469575
2010-04-01 15.3580267354251
2010-05-01 15.3855768050157
2010-06-01 15.4751312886392
2010-07-01 15.5472744359486
2010-08-01 15.6304033812729
2010-09-01 15.6489228496639
2010-10-01 15.8789628474036
2010-11-01 15.7428898641990
2010-12-01 16.2570068683961
2011-01-01 15.6272104032137
2011-02-01 15.5552502086256
2011-03-01 15.3842138635974
2011-04-01 15.9851170098752
2011-05-01 16.0989275970875
2011-06-01 16.0648148214391
2011-07-01 16.1420518264573
2011-08-01 15.8499668789823
2011-09-01 15.9417696420603
2011-10-01 15.9268948072398
2011-11-01 16.0903689707876
2011-12-01 16.2429233709919
2012-01-01 16.5855980465227
2012-02-01 16.9104777605701
2012-03-01 16.9336223743163
2012-04-01 16.7905394875835
2012-05-01 16.9886406712902
2012-06-01 17.2564472524490
2012-07-01 17.1169276880987
2012-08-01 17.3571502547679
2012-09-01 17.4359932019488
2012-10-01 17.6778745093501
2012-11-01 17.7163334497038
2012-12-01 17.7106443014723
2013-01-01 17.9689332355204
2013-02-01 17.9511173494209
2013-03-01 17.9954051957665
2013-04-01 18.2889843039563
2013-05-01 18.2754149148236
2013-06-01 18.2341664975601
2013-07-01 18.4053216912046
2013-08-01 18.4393817376521
2013-09-01 18.5430907223878
2013-10-01 18.4612231907245
2013-11-01 18.3654079906604
2013-12-01 18.3877882072100
2014-01-01 18.2248898628221
2014-02-01 17.3616699829164
2014-03-01 17.5404648543706
2014-04-01 17.4405413269766
2014-05-01 17.4542079011799
2014-06-01 17.4237277411449
2014-07-01 17.4057562794855
2014-08-01 17.3430025739320
2014-09-01 17.2610313009605
2014-10-01 17.0875370625280
2014-11-01 17.1687371106526
2014-12-01 17.0696422176255
2015-01-01 17.0451035372233
2015-02-01 17.1823829420328
2015-03-01 17.2863995454397
2015-04-01 17.5147652562261
2015-05-01 16.7347120783691
2015-06-01 16.8966266963521
2015-07-01 17.1913893184017
2015-08-01 17.2347969226522
2015-09-01 17.2744975218172
2015-10-01 17.7719461425010
2015-11-01 17.5619714280974
2015-12-01 17.6498245061049
2016-01-01 17.3911732768727
2016-02-01 17.5206011858637
2016-03-01 17.5239484319422
2016-04-01 17.5867059811848
2016-05-01 17.5061755589362
2016-06-01 17.4735406401653
2016-07-01 17.0685785558441
2016-08-01 17.1553939978081
2016-09-01 16.8948979278288
2016-10-01 16.7873064742459
2016-11-01 16.8767741205409
2016-12-01 16.8256404700135
2017-01-01 17.2079524747353
2017-02-01 17.2367088971451
2017-03-01 17.2572163805381
2017-04-01 16.8591287199834
2017-05-01 17.2676134183838
2017-06-01 17.7397053793234
2017-07-01 17.7699362094310
2017-08-01 17.6693509510911
2017-09-01 17.9157972619719
2017-10-01 17.9817375085199
2017-11-01 17.7546513581070
2017-12-01 17.7882125420185
2018-01-01 17.3014026277182
2018-02-01 17.5403139869110
2018-03-01 17.7923688041873
2018-04-01 18.0509829256148
2018-05-01 18.4348717153458
2018-06-01 18.1287496247682
2018-07-01 18.2945726790446
2018-08-01 18.2078678460864
2018-09-01 18.1383491774141
2018-10-01 18.1831211203598
2018-11-01 18.0352773144242
2018-12-01 18.1462346764170
2019-01-01 18.1166723300231
2019-02-01 17.9250271438570
2019-03-01 18.2199464168850
2019-04-01 18.1372147389307
2019-05-01 18.3040683255610
2019-06-01 18.2214933198366
2019-07-01 18.3430422088432
2019-08-01 18.3405471650576
2019-09-01 18.4652079402168
2019-10-01 18.4965457000226
2019-11-01 18.7095195227304
2019-12-01 18.8275666529410
2020-01-01 18.6204483155139
2020-02-01 18.5938408476546
2020-03-01 18.3021180234899
2020-04-01 15.6014720506182
2020-05-01 16.1984076868513
2020-06-01 16.3463966005613
2020-07-01 16.4041673933288
2020-08-01 16.7675233448583
2020-09-01 16.8833777706046
2020-10-01 16.9358845942814
2020-11-01 17.3380455256064
2020-12-01 17.4601507122813
2021-01-01 17.4831918447334
2021-02-01 17.6374974050821
2021-03-01 17.5636669548987
2021-04-01 17.5919232893058
2021-05-01 17.4790010490830
2021-06-01 17.4382924375322
2021-07-01 17.3315464473865
2021-08-01 17.2483478457072
2021-09-01 17.1769437797729
2021-10-01 17.5538519518116
2021-11-01 17.4644883943198
2021-12-01 17.5065103019514
2022-01-01 17.4662708351268
2022-02-01 17.7157681070260
2022-03-01 17.5389968890550
2022-04-01 17.2675274343174
2022-05-01 17.4911459737537
2022-06-01 17.0503763622380
2022-07-01 16.6288607662556
2022-08-01 16.6307277503158
2022-09-01 16.5461444541484
2022-10-01 16.5565353348852
2022-11-01 16.5261346578612
2022-12-01 16.3698354546751
2023-01-01 16.4274631842654
2023-02-01 16.5154641732197
2023-03-01 16.5061849052015
2023-04-01 16.6609572755019
2023-05-01 16.6096485643743
2023-06-01 16.6640439283704
2023-07-01 16.5904116971924
2023-08-01 16.6980468714639
2023-09-01 16.6070814799234
2023-10-01 16.4357007046264
2023-11-01 16.4636297123858
2023-12-01 16.5060222334310
2024-01-01 16.9404041589935
2024-02-01 16.6642953248768
2024-03-01 16.8133159901952
2024-04-01 16.8718094624333
2024-05-01 16.9201737120904
2024-06-01 16.8730399113617
2024-07-01 17.0393812044716
2024-08-01 17.0662686843941
2024-09-01 16.9654765311040
2024-10-01 16.7031417456108
2024-11-01 16.5804942891567
2024-12-01 16.6186086286126
2025-01-01 16.6329155283644
2025-02-01 16.6200478851677
2025-03-01 16.5192513311790
2025-04-01 16.5975106070462
2025-05-01 16.5287734274544
2025-06-01 16.5843334783874
2025-07-01 17.2953490487288
2025-08-01 16.6390218679651
2025-09-01 16.5399576069755
2025-10-01 17.0836387957219
2025-11-01 17.2748999954160
2025-12-01 17.3097959647474
2026-01-01 16.3311006178701
2026-02-01 16.5526442787131
2026-03-01 16.7395480109656
2026-04-01 16.6193864310399

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