Table Data - All Employees: Professional and Business Services in Vallejo, CA (MSA)

Title All Employees: Professional and Business Services in Vallejo, CA (MSA)
Series ID VALL706PBSV
Source U.S. Bureau of Labor Statistics
Release State Employment and Unemployment
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2026-05-01
Last Updated 2026-06-24 9:42 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 5.76740367496326
1990-02-01 5.85880333150144
1990-03-01 5.91626276675660
1990-04-01 5.89965012564571
1990-05-01 6.23543266304889
1990-06-01 5.90985487392368
1990-07-01 5.93754575489955
1990-08-01 5.94089557754306
1990-09-01 5.97639434081126
1990-10-01 5.92743566605387
1990-11-01 5.97855870997366
1990-12-01 5.94324607212083
1991-01-01 5.87839780153150
1991-02-01 5.85560810104763
1991-03-01 6.03122283209791
1991-04-01 6.20297309340893
1991-05-01 6.43982530764743
1991-06-01 6.19497643732699
1991-07-01 6.02057489694075
1991-08-01 6.12193849904921
1991-09-01 6.07206426628241
1991-10-01 6.13960782685058
1991-11-01 6.18276755258035
1991-12-01 6.05861358869336
1992-01-01 6.49730277118603
1992-02-01 6.84982929462680
1992-03-01 6.95784442109776
1992-04-01 6.40369650162343
1992-05-01 6.34959714365680
1992-06-01 6.35518373372356
1992-07-01 6.49052366655573
1992-08-01 6.49823120592148
1992-09-01 6.66402401566740
1992-10-01 6.74374404679776
1992-11-01 6.68795203988071
1992-12-01 6.68829729230250
1993-01-01 6.62820771014532
1993-02-01 6.55756863317087
1993-03-01 6.90607309770238
1993-04-01 6.10141879115130
1993-05-01 6.25519909937062
1993-06-01 6.30520265925516
1993-07-01 6.44522315179897
1993-08-01 6.35775256264507
1993-09-01 6.33625663813724
1993-10-01 6.46228016168461
1993-11-01 6.48668793417515
1993-12-01 6.62102132765083
1994-01-01 6.68133398144021
1994-02-01 6.87668480126561
1994-03-01 6.95800384302480
1994-04-01 7.10587709176306
1994-05-01 7.16286427440325
1994-06-01 7.15309729328163
1994-07-01 7.08504693354282
1994-08-01 7.20179218807177
1994-09-01 7.09959486942607
1994-10-01 6.98545359529954
1994-11-01 6.79390739055349
1994-12-01 7.15283880763008
1995-01-01 7.33449334653157
1995-02-01 7.50569587863647
1995-03-01 7.50728864654480
1995-04-01 7.51030802455312
1995-05-01 7.85008453144621
1995-06-01 7.62770211826984
1995-07-01 6.93658496415473
1995-08-01 7.23906928084956
1995-09-01 7.36565784606010
1995-10-01 7.61766069753126
1995-11-01 7.49133457826040
1995-12-01 7.36562238149002
1996-01-01 7.38143055057138
1996-02-01 7.23161257654214
1996-03-01 7.33028131179129
1996-04-01 7.72739148711866
1996-05-01 8.23792057649271
1996-06-01 8.01735130786524
1996-07-01 8.11481688245409
1996-08-01 8.19212407048474
1996-09-01 8.24773785618871
1996-10-01 7.92213445255199
1996-11-01 8.19843251117858
1996-12-01 8.17038685060852
1997-01-01 7.99234073306796
1997-02-01 8.15743959821370
1997-03-01 8.44003033638100
1997-04-01 7.74541485109290
1997-05-01 8.11341173219088
1997-06-01 8.22603847786619
1997-07-01 8.42534645724833
1997-08-01 8.45971655465235
1997-09-01 8.43423445445893
1997-10-01 8.23658221647721
1997-11-01 8.19774834487284
1997-12-01 8.35489022450814
1998-01-01 8.59679264241595
1998-02-01 8.66314633510315
1998-03-01 8.70971582364434
1998-04-01 8.88000791392083
1998-05-01 9.10384026104234
1998-06-01 9.05061423597092
1998-07-01 9.34354970111008
1998-08-01 9.43695185326558
1998-09-01 9.51972900813028
1998-10-01 9.95458242607729
1998-11-01 10.12161475848550
1998-12-01 10.14687411617660
1999-01-01 9.97768329970851
1999-02-01 9.94729931759806
1999-03-01 9.87037385551449
1999-04-01 9.70216404057046
1999-05-01 9.68169332166464
1999-06-01 9.77094611597098
1999-07-01 10.58217701663450
1999-08-01 10.73190215934100
1999-09-01 10.82308006430600
1999-10-01 11.19219970295250
1999-11-01 11.12627617117370
1999-12-01 11.33568710185470
2000-01-01 11.76620926852300
2000-02-01 11.50485762187990
2000-03-01 11.60946707316990
2000-04-01 12.32051020402010
2000-05-01 12.48798696963290
2000-06-01 12.48487909876830
2000-07-01 12.22014994724940
2000-08-01 12.24444044356930
2000-09-01 12.22846002082260
2000-10-01 11.91373823686520
2000-11-01 12.13918990647660
2000-12-01 11.73088975919730
2001-01-01 11.44732993753870
2001-02-01 11.37014574239040
2001-03-01 11.46384433130810
2001-04-01 11.31061488556560
2001-05-01 11.39196652574860
2001-06-01 11.39073330288040
2001-07-01 11.76557785765010
2001-08-01 11.86836509407200
2001-09-01 12.03175576673040
2001-10-01 11.94484772733870
2001-11-01 11.93435519850610
2001-12-01 11.91135945859910
2002-01-01 12.43984219881010
2002-02-01 12.53112474040420
2002-03-01 12.40766570663480
2002-04-01 12.40531728289950
2002-05-01 12.42942355913240
2002-06-01 12.42485402837550
2002-07-01 12.18946763734230
2002-08-01 12.09153796838930
2002-09-01 11.73177477899830
2002-10-01 11.84366715115930
2002-11-01 11.93370170832960
2002-12-01 11.68924490422750
2003-01-01 11.61834937876940
2003-02-01 11.70184967776830
2003-03-01 11.57981104668320
2003-04-01 11.49589815200210
2003-05-01 11.35746395802240
2003-06-01 11.46606100047220
2003-07-01 11.51257755637940
2003-08-01 11.53181331883480
2003-09-01 11.55497457972960
2003-10-01 11.60446331355740
2003-11-01 11.60484774694460
2003-12-01 11.76075418203940
2004-01-01 11.70226791973340
2004-02-01 11.67451807152820
2004-03-01 11.85333488751690
2004-04-01 12.00648024071860
2004-05-01 12.10341100529390
2004-06-01 11.91175594907110
2004-07-01 11.72996742620370
2004-08-01 11.77651117202920
2004-09-01 11.77772044130960
2004-10-01 11.53175913829040
2004-11-01 11.47373145462050
2004-12-01 11.52669806220780
2005-01-01 11.68351505915050
2005-02-01 11.57630644340040
2005-03-01 11.55265210853980
2005-04-01 11.41691387309200
2005-05-01 11.41490928688250
2005-06-01 11.43392508881310
2005-07-01 11.66184216916160
2005-08-01 11.72918565217520
2005-09-01 11.79413348390950
2005-10-01 12.07017429394130
2005-11-01 12.03972916421690
2005-12-01 12.30323930846790
2006-01-01 11.85658618220770
2006-02-01 11.77835793664260
2006-03-01 11.65233676895890
2006-04-01 11.84160362992590
2006-05-01 11.82065315424090
2006-06-01 11.73924943323320
2006-07-01 11.89136240072480
2006-08-01 11.78296701581310
2006-09-01 11.70250510421210
2006-10-01 11.83534822504570
2006-11-01 11.70831627914650
2006-12-01 11.57228228300720
2007-01-01 11.72052162290010
2007-02-01 11.89340151093690
2007-03-01 11.98179347524100
2007-04-01 11.74559840720550
2007-05-01 11.70200062928350
2007-06-01 11.82411833592920
2007-07-01 11.81372444064210
2007-08-01 11.82983935475440
2007-09-01 11.82422897987030
2007-10-01 11.73196784575650
2007-11-01 11.69216401470430
2007-12-01 11.66136011879540
2008-01-01 11.17652928494810
2008-02-01 11.28765791865660
2008-03-01 11.19377986873070
2008-04-01 11.04992914029020
2008-05-01 11.09834506106470
2008-06-01 11.20959710984850
2008-07-01 10.72297220092190
2008-08-01 10.65566810768950
2008-09-01 10.63472869869550
2008-10-01 10.65140768764200
2008-11-01 10.59988601580730
2008-12-01 10.43935388845050
2009-01-01 10.64550262083030
2009-02-01 10.59971233666810
2009-03-01 10.31364668890630
2009-04-01 10.72626937784990
2009-05-01 10.87591642122750
2009-06-01 11.09990845161990
2009-07-01 10.92528678071360
2009-08-01 11.06439118668940
2009-09-01 11.34738622701420
2009-10-01 11.27037920769280
2009-11-01 11.62328596363540
2009-12-01 11.83373199581000
2010-01-01 9.43053442153369
2010-02-01 9.32000882235174
2010-03-01 9.20974522394834
2010-04-01 9.40862761166008
2010-05-01 9.15789559601813
2010-06-01 8.99600282155543
2010-07-01 9.01191042816726
2010-08-01 8.85321915919999
2010-09-01 8.64510467444852
2010-10-01 8.69574724145194
2010-11-01 8.64817078877136
2010-12-01 8.61185562593515
2011-01-01 8.95785256866162
2011-02-01 8.96248948250947
2011-03-01 8.91104517530229
2011-04-01 8.67673403333597
2011-05-01 8.73110934137903
2011-06-01 8.77941959784853
2011-07-01 9.19414293600888
2011-08-01 9.14104359340896
2011-09-01 9.15412537805748
2011-10-01 9.10074817382628
2011-11-01 8.86156374257718
2011-12-01 8.99488595418246
2012-01-01 9.02049566726042
2012-02-01 9.01182777439142
2012-03-01 8.89101503378187
2012-04-01 9.07129141445508
2012-05-01 9.00189121656724
2012-06-01 8.94078173576152
2012-07-01 8.88176961259686
2012-08-01 8.92561068671753
2012-09-01 8.95175024994720
2012-10-01 9.21484679358016
2012-11-01 9.26710116372297
2012-12-01 9.26206783273208
2013-01-01 9.00364369870069
2013-02-01 9.26997100507359
2013-03-01 9.58975387093348
2013-04-01 9.55609459299436
2013-05-01 9.65624797347151
2013-06-01 9.57096976112340
2013-07-01 9.78095027266836
2013-08-01 9.73584391280348
2013-09-01 9.67371372263173
2013-10-01 9.32336465698169
2013-11-01 9.34668181919713
2013-12-01 9.44440797359542
2014-01-01 9.37434304348759
2014-02-01 9.72169909520903
2014-03-01 9.48528510645729
2014-04-01 9.45112719845732
2014-05-01 9.41349898310512
2014-06-01 9.59042390448610
2014-07-01 9.37556055742656
2014-08-01 9.45288735191144
2014-09-01 9.59182730050367
2014-10-01 9.76605778978375
2014-11-01 9.72956779925168
2014-12-01 9.73155548974024
2015-01-01 9.51868849452720
2015-02-01 9.43853114952240
2015-03-01 9.49104002633672
2015-04-01 9.44036000053490
2015-05-01 9.58692017735940
2015-06-01 9.51916630766610
2015-07-01 9.36078849561698
2015-08-01 9.48522199654951
2015-09-01 9.42642201209685
2015-10-01 9.40241686614788
2015-11-01 9.70160585822427
2015-12-01 9.44072676987453
2016-01-01 9.13035493995543
2016-02-01 9.22401700746622
2016-03-01 9.19533358607594
2016-04-01 9.35287340393684
2016-05-01 9.28143651012574
2016-06-01 9.28168757107826
2016-07-01 9.32631590393872
2016-08-01 9.20082056343980
2016-09-01 9.14282673455524
2016-10-01 9.23658899054573
2016-11-01 9.29655243124719
2016-12-01 9.26539332842403
2017-01-01 9.41512325330465
2017-02-01 9.48378090846875
2017-03-01 9.61272566133937
2017-04-01 9.56623989379255
2017-05-01 9.49344303256372
2017-06-01 9.57305725050484
2017-07-01 9.48190318259729
2017-08-01 9.50865792134778
2017-09-01 9.56266602023719
2017-10-01 9.44248057059203
2017-11-01 9.58619590961842
2017-12-01 9.70886235643986
2018-01-01 9.79244296300493
2018-02-01 9.93943186520833
2018-03-01 10.02754579703830
2018-04-01 9.98293247927677
2018-05-01 10.11211002385150
2018-06-01 10.10076085684050
2018-07-01 10.14204465385310
2018-08-01 10.08740801927380
2018-09-01 10.15936623171810
2018-10-01 10.13687725598780
2018-11-01 10.29333797203170
2018-12-01 10.65639685033190
2019-01-01 9.97916195461691
2019-02-01 10.08477449615360
2019-03-01 9.94369712258054
2019-04-01 10.10090547988980
2019-05-01 10.12949481127090
2019-06-01 10.24388537668020
2019-07-01 10.31342033903090
2019-08-01 10.25996644548950
2019-09-01 10.35336886585740
2019-10-01 10.30807045638980
2019-11-01 10.18962749298200
2019-12-01 10.29176316653200
2020-01-01 10.38297369379230
2020-02-01 10.54865762744030
2020-03-01 10.37175009924620
2020-04-01 8.91793207561201
2020-05-01 8.93407138320963
2020-06-01 9.18999826020283
2020-07-01 9.30118032135454
2020-08-01 9.41337224688570
2020-09-01 9.43785987660897
2020-10-01 9.66767541760713
2020-11-01 9.80427043855951
2020-12-01 9.81774731609926
2021-01-01 9.99660981986824
2021-02-01 10.12864536881230
2021-03-01 10.20319584700450
2021-04-01 10.32126138209340
2021-05-01 10.32331244812820
2021-06-01 10.22609375914740
2021-07-01 10.29786640283360
2021-08-01 10.47002263721560
2021-09-01 10.53448836658310
2021-10-01 10.63496882566380
2021-11-01 10.71480194765750
2021-12-01 10.74585308209290
2022-01-01 10.70565774290070
2022-02-01 11.02642726586030
2022-03-01 11.01708587694150
2022-04-01 11.01257216724400
2022-05-01 11.00563268816500
2022-06-01 10.94255801134410
2022-07-01 11.01338135037320
2022-08-01 10.83203367810340
2022-09-01 10.83089260228210
2022-10-01 10.72184887357450
2022-11-01 10.73845635222110
2022-12-01 10.78035842791740
2023-01-01 10.60283649097780
2023-02-01 10.62631716484670
2023-03-01 10.60424458199960
2023-04-01 10.69839868450780
2023-05-01 10.88309449839120
2023-06-01 11.04244654361500
2023-07-01 11.23159149400500
2023-08-01 11.42253588543030
2023-09-01 11.63430057913310
2023-10-01 11.53330624231380
2023-11-01 11.35497729811490
2023-12-01 11.40572648699430
2024-01-01 11.28380262658270
2024-02-01 11.03530848886540
2024-03-01 11.17951252568100
2024-04-01 11.28593369535630
2024-05-01 11.26788168414120
2024-06-01 11.13025579234510
2024-07-01 11.04871417644690
2024-08-01 10.92095358955800
2024-09-01 11.13743466015500
2024-10-01 11.44817026034270
2024-11-01 11.28184063298450
2024-12-01 11.23154638994710
2025-01-01 11.35760238833920
2025-02-01 11.23973784828200
2025-03-01 11.34940935175790
2025-04-01 10.97005833266120
2025-05-01 11.15608608227020
2025-06-01 11.21808132875340
2025-07-01 11.06434293973190
2025-08-01 11.03166237779860
2025-09-01 10.94601832033070
2025-10-01 10.86501609542040
2025-11-01 10.89632044573840
2025-12-01 10.85095782693870
2026-01-01 11.03135542449750
2026-02-01 11.04333556597760
2026-03-01 11.12012296982610
2026-04-01 11.25710498142240
2026-05-01 11.05107615303930

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