Federal Reserve Economic Data

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 2025-11-01
Last Updated 2026-01-07 9:32 PM 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 5.76740430889701
1990-02-01 5.85880438894970
1990-03-01 5.91626425084667
1990-04-01 5.89965156036365
1990-05-01 6.23541865613336
1990-06-01 5.90985717764219
1990-07-01 5.93754776520347
1990-08-01 5.94089714264537
1990-09-01 5.97639550413548
1990-10-01 5.92743659851616
1990-11-01 5.97855950984398
1990-12-01 5.94324673882503
1991-01-01 5.87839842640449
1991-02-01 5.85560905286420
1991-03-01 6.03122409470590
1991-04-01 6.20297404112345
1991-05-01 6.43981279701094
1991-06-01 6.19497833693370
1991-07-01 6.02057660639633
1991-08-01 6.12193991605714
1991-09-01 6.07206543864821
1991-10-01 6.13960887446736
1991-11-01 6.18276853550229
1991-12-01 6.05861431605692
1992-01-01 6.49730341190763
1992-02-01 6.84983004575667
1992-03-01 6.95784528636723
1992-04-01 6.40369674406073
1992-05-01 6.34958666562085
1992-06-01 6.35518472758650
1992-07-01 6.49052505633703
1992-08-01 6.49823246356084
1992-09-01 6.66402527955733
1992-10-01 6.74374533461722
1992-11-01 6.68795341102311
1992-12-01 6.68829838014270
1993-01-01 6.62820869878008
1993-02-01 6.55756895260972
1993-03-01 6.90607263612511
1993-04-01 6.10141892148998
1993-05-01 6.25518961827873
1993-06-01 6.30520295562824
1993-07-01 6.44522431254987
1993-08-01 6.35775365204409
1993-09-01 6.33625794298847
1993-10-01 6.46228301125185
1993-11-01 6.48668983623724
1993-12-01 6.62102300884448
1994-01-01 6.68133550521945
1994-02-01 6.87668473113394
1994-03-01 6.95800076594288
1994-04-01 7.10587615151357
1994-05-01 7.16285469350356
1994-06-01 7.15309698097250
1994-07-01 7.08504827692179
1994-08-01 7.20179384248637
1994-09-01 7.09959713151207
1994-10-01 6.98545891372217
1994-11-01 6.79391049639187
1994-12-01 7.15284151347858
1995-01-01 7.33449529873208
1995-02-01 7.50569472734718
1995-03-01 7.50728173256822
1995-04-01 7.51030488255153
1995-05-01 7.85007302013067
1995-06-01 7.62770116588753
1995-07-01 6.93658688724593
1995-08-01 7.23907259964547
1995-09-01 7.36566236363180
1995-10-01 7.61766966323868
1995-11-01 7.49133981795464
1995-12-01 7.36562699009632
1996-01-01 7.38143348672063
1996-02-01 7.23161075496793
1996-03-01 7.33027075404028
1996-04-01 7.72738311641846
1996-05-01 8.23790128180303
1996-06-01 8.01733906438367
1996-07-01 8.11483020798952
1996-08-01 8.19213529721383
1996-09-01 8.24774739026468
1996-10-01 7.92214629497961
1996-11-01 8.19843899284204
1996-12-01 8.17039139406885
1997-01-01 7.99234470926525
1997-02-01 8.15743646283194
1997-03-01 8.44001681208854
1997-04-01 7.74539993535941
1997-05-01 8.11338443169365
1997-06-01 8.22601458334547
1997-07-01 8.42537117044476
1997-08-01 8.45973643496107
1997-09-01 8.43425013354926
1997-10-01 8.23659807621259
1997-11-01 8.19775263791335
1997-12-01 8.35489497677568
1998-01-01 8.59679758144615
1998-02-01 8.66314231567723
1998-03-01 8.70970050848173
1998-04-01 8.87998618701431
1998-05-01 9.10380720986100
1998-06-01 9.05057866876652
1998-07-01 9.34358584908463
1998-08-01 9.43698018628108
1998-09-01 9.51974995177403
1998-10-01 9.95459906773639
1998-11-01 10.12161803068440
1998-12-01 10.14687628628870
1999-01-01 9.97768569418827
1999-02-01 9.94729343633977
1999-03-01 9.87035963792154
1999-04-01 9.70214079467348
1999-05-01 9.68166254784699
1999-06-01 9.77091021718211
1999-07-01 10.58221265565500
1999-08-01 10.73192974364490
1999-09-01 10.82311167444290
1999-10-01 11.19221187480170
1999-11-01 11.12627427180970
1999-12-01 11.33568405046550
2000-01-01 11.76620650743570
2000-02-01 11.50485138891260
2000-03-01 11.60945904875480
2000-04-01 12.32049399613010
2000-05-01 12.48796410242550
2000-06-01 12.48484461266800
2000-07-01 12.22018208055890
2000-08-01 12.24446112252810
2000-09-01 12.22849703643860
2000-10-01 11.91374445257450
2000-11-01 12.13918613445970
2000-12-01 11.73087891759800
2001-01-01 11.44732082513350
2001-02-01 11.37013545131380
2001-03-01 11.46383249858440
2001-04-01 11.31059330345220
2001-05-01 11.39207118495640
2001-06-01 11.39068686724120
2001-07-01 11.76549977110330
2001-08-01 11.86835485118850
2001-09-01 12.03179263180760
2001-10-01 11.94486474668150
2001-11-01 11.93438190364240
2001-12-01 11.91138786268820
2002-01-01 12.43981789202900
2002-02-01 12.53113290363450
2002-03-01 12.40765249968340
2002-04-01 12.40528047521630
2002-05-01 12.42963960239870
2002-06-01 12.42476770280560
2002-07-01 12.18924338875300
2002-08-01 12.09146385308130
2002-09-01 11.73178293109650
2002-10-01 11.84366419107760
2002-11-01 11.93378404351810
2002-12-01 11.68954383500930
2003-01-01 11.61834397101650
2003-02-01 11.70190339069890
2003-03-01 11.57961564857370
2003-04-01 11.49585526009810
2003-05-01 11.35780236595700
2003-06-01 11.46592485729040
2003-07-01 11.51217168031090
2003-08-01 11.53162958351110
2003-09-01 11.55485602677850
2003-10-01 11.60426839303310
2003-11-01 11.60475042081220
2003-12-01 11.76250802045170
2004-01-01 11.70205711007930
2004-02-01 11.67445855478220
2004-03-01 11.85278377432060
2004-04-01 12.00639882273740
2004-05-01 12.10370600014800
2004-06-01 11.91155008167920
2004-07-01 11.72946499081350
2004-08-01 11.77621734496120
2004-09-01 11.77746790377320
2004-10-01 11.53140505617640
2004-11-01 11.47351785424280
2004-12-01 11.52998915962390
2005-01-01 11.68301453137630
2005-02-01 11.57619108973710
2005-03-01 11.55176972100360
2005-04-01 11.41679124321720
2005-05-01 11.41515155035280
2005-06-01 11.43346904579000
2005-07-01 11.66125438830850
2005-08-01 11.72879100911590
2005-09-01 11.79376440536890
2005-10-01 12.06972783175320
2005-11-01 12.03944670608110
2005-12-01 12.30793346126330
2006-01-01 11.85586020260490
2006-02-01 11.77824568592870
2006-03-01 11.65112814265040
2006-04-01 11.84147588927440
2006-05-01 11.82074188602990
2006-06-01 11.73857487789320
2006-07-01 11.89077069357760
2006-08-01 11.78244532887710
2006-09-01 11.70192080036470
2006-10-01 11.83491975247410
2006-11-01 11.70763939626300
2006-12-01 11.57851033590970
2007-01-01 11.71964212272310
2007-02-01 11.89327235289520
2007-03-01 11.98031542851620
2007-04-01 11.74552085340350
2007-05-01 11.70191974079470
2007-06-01 11.82322812463580
2007-07-01 11.81315631676300
2007-08-01 11.82922264734370
2007-09-01 11.82345474428760
2007-10-01 11.73158546435030
2007-11-01 11.69107876450440
2007-12-01 11.66891001859400
2008-01-01 11.17531574526290
2008-02-01 11.28740908650080
2008-03-01 11.19227020561140
2008-04-01 11.04994214080060
2008-05-01 11.09813099898510
2008-06-01 11.20874379417080
2008-07-01 10.72223619766040
2008-08-01 10.65507741285050
2008-09-01 10.63392437408370
2008-10-01 10.65127644289250
2008-11-01 10.59842722637150
2008-12-01 10.44701161940390
2009-01-01 10.64412618670050
2009-02-01 10.59943582923490
2009-03-01 10.31246099207160
2009-04-01 10.72636079086270
2009-05-01 10.87568718184120
2009-06-01 11.09909221988100
2009-07-01 10.92435926977660
2009-08-01 11.06392935272840
2009-09-01 11.34675691002020
2009-10-01 11.27051851358760
2009-11-01 11.62192150340610
2009-12-01 11.84006122113500
2010-01-01 9.42921800819749
2010-02-01 9.31981352463579
2010-03-01 9.20898721184030
2010-04-01 9.40880387210789
2010-05-01 9.15774053999822
2010-06-01 8.99546642017883
2010-07-01 9.01081350181608
2010-08-01 8.85290304039331
2010-09-01 8.64463539445834
2010-10-01 8.69603889526333
2010-11-01 8.64674217399558
2010-12-01 8.61684367430319
2011-01-01 8.95677140928671
2011-02-01 8.96235701377912
2011-03-01 8.91062565706545
2011-04-01 8.67692626961563
2011-05-01 8.73098251718310
2011-06-01 8.77912147766073
2011-07-01 9.19314194178694
2011-08-01 9.14086788684697
2011-09-01 9.15385688421117
2011-10-01 9.10099734490107
2011-11-01 8.86049249968202
2011-12-01 8.99829753522149
2012-01-01 9.01955032624076
2012-02-01 9.01175756061356
2012-03-01 8.89087596414860
2012-04-01 9.07146288751775
2012-05-01 9.00183686342311
2012-06-01 8.94075704441047
2012-07-01 8.88087175841843
2012-08-01 8.92556853600929
2012-09-01 8.95167380423278
2012-10-01 9.21503882845493
2012-11-01 9.26636551655766
2012-12-01 9.26386125839004
2013-01-01 9.00309989510678
2013-02-01 9.27001805920239
2013-03-01 9.58981991280317
2013-04-01 9.55618159731244
2013-05-01 9.65620918641985
2013-06-01 9.57097003193949
2013-07-01 9.78038325031814
2013-08-01 9.73586767446914
2013-09-01 9.67377119290134
2013-10-01 9.32346691136881
2013-11-01 9.34647310288228
2013-12-01 9.44460580869999
2014-01-01 9.37424702577153
2014-02-01 9.72187453686603
2014-03-01 9.48549379596211
2014-04-01 9.45116428297659
2014-05-01 9.41351337178626
2014-06-01 9.59045149807850
2014-07-01 9.37527355569270
2014-08-01 9.45287565471798
2014-09-01 9.59179991072800
2014-10-01 9.76597546407104
2014-11-01 9.72934494182647
2014-12-01 9.73151446671663
2015-01-01 9.51892490485640
2015-02-01 9.43869319868586
2015-03-01 9.49130388616016
2015-04-01 9.44036978589404
2015-05-01 9.58691074507524
2015-06-01 9.51913942601794
2015-07-01 9.36072175623403
2015-08-01 9.48512509216190
2015-09-01 9.42628247704388
2015-10-01 9.40219676443319
2015-11-01 9.70150772657608
2015-12-01 9.44057075342375
2016-01-01 9.13043410163801
2016-02-01 9.22416568769358
2016-03-01 9.19625912819792
2016-04-01 9.35285208367829
2016-05-01 9.28136186915068
2016-06-01 9.28157327208360
2016-07-01 9.32617323667068
2016-08-01 9.20064306278091
2016-09-01 9.14259371830627
2016-10-01 9.23626874994952
2016-11-01 9.29638103449233
2016-12-01 9.26507061384613
2017-01-01 9.41499156353561
2017-02-01 9.48467578644491
2017-03-01 9.61429405230101
2017-04-01 9.56559367021476
2017-05-01 9.49378349330721
2017-06-01 9.57259211922536
2017-07-01 9.48155874089033
2017-08-01 9.50839436327315
2017-09-01 9.56241146030821
2017-10-01 9.44214542525637
2017-11-01 9.58596011806680
2017-12-01 9.70836087709511
2018-01-01 9.79192543055390
2018-02-01 9.94104745204665
2018-03-01 10.02979053398200
2018-04-01 9.98176428714784
2018-05-01 10.11300562697990
2018-06-01 10.09958107052150
2018-07-01 10.14161955148440
2018-08-01 10.08718138588450
2018-09-01 10.15921466378000
2018-10-01 10.13673175467760
2018-11-01 10.29335363918360
2018-12-01 10.65621066771210
2019-01-01 9.97609729043165
2019-02-01 10.08766178156120
2019-03-01 9.94631155575888
2019-04-01 10.09951930748760
2019-05-01 10.13123141127710
2019-06-01 10.24232540851770
2019-07-01 10.31318595049650
2019-08-01 10.25995563333500
2019-09-01 10.35338193283160
2019-10-01 10.30800629609040
2019-11-01 10.18958446621450
2019-12-01 10.29145328096930
2020-01-01 10.37691395292440
2020-02-01 10.55170086626430
2020-03-01 10.37473118626280
2020-04-01 8.91758592365332
2020-05-01 8.93713988289364
2020-06-01 9.18948667456254
2020-07-01 9.30236514262330
2020-08-01 9.41519775283249
2020-09-01 9.43355587649671
2020-10-01 9.66734438604156
2020-11-01 9.80337658366567
2020-12-01 9.81640542214335
2021-01-01 9.98707293122980
2021-02-01 10.13304061707990
2021-03-01 10.20521128917070
2021-04-01 10.32406424250370
2021-05-01 10.33111191314560
2021-06-01 10.22832922370410
2021-07-01 10.29884164363650
2021-08-01 10.47860725344010
2021-09-01 10.51831849686290
2021-10-01 10.63387487429490
2021-11-01 10.71491891373160
2021-12-01 10.73019990135760
2022-01-01 10.69994006130110
2022-02-01 11.02821694291580
2022-03-01 11.02581465346430
2022-04-01 11.01642565429980
2022-05-01 11.02410738199990
2022-06-01 10.96057122745550
2022-07-01 11.00742100802940
2022-08-01 10.84738987891510
2022-09-01 10.79564050589830
2022-10-01 10.71117820696400
2022-11-01 10.74151967380700
2022-12-01 10.73997281873040
2023-01-01 10.60557689260980
2023-02-01 10.62968050459890
2023-03-01 10.62907182624490
2023-04-01 10.70620615483580
2023-05-01 10.91482849638610
2023-06-01 11.07853038023050
2023-07-01 11.21561782350030
2023-08-01 11.43979278512670
2023-09-01 11.57806924099940
2023-10-01 11.50843358371440
2023-11-01 11.35671438213520
2023-12-01 11.33348592239320
2024-01-01 11.30300020354450
2024-02-01 11.04013195487300
2024-03-01 11.23059411588500
2024-04-01 11.29893547674120
2024-05-01 11.21451126603220
2024-06-01 11.08620159562100
2024-07-01 10.92060231677870
2024-08-01 10.83481405473630
2024-09-01 10.96055418994450
2024-10-01 10.90548087371980
2024-11-01 10.97966275450080
2024-12-01 11.03164545095110
2025-01-01 11.19286853465510
2025-02-01 10.95053070913720
2025-03-01 10.92605638179620
2025-04-01 10.89234943312780
2025-05-01 10.71487599659150
2025-06-01 10.68325277002980
2025-07-01 10.72619982374160
2025-08-01 10.64015669693590
2025-09-01 10.55269179352080
2025-10-01 10.50922724619830
2025-11-01 10.38838563506500

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