Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Education and Health Services in Vallejo, CA (MSA)

Title All Employees: Education and Health Services: Private Education and Health Services in Vallejo, CA (MSA)
Series ID VALL706EDUH
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 9:31 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 7.87910674095276
1990-02-01 7.97857565939344
1990-03-01 8.19973846172148
1990-04-01 8.62509174306731
1990-05-01 8.71102571962933
1990-06-01 8.68945759540621
1990-07-01 9.09575082035603
1990-08-01 9.39611352055190
1990-09-01 9.36345962708671
1990-10-01 9.43346707477477
1990-11-01 9.74172228264740
1990-12-01 9.69695072617042
1991-01-01 9.56998530887172
1991-02-01 9.47024452718625
1991-03-01 9.57814262736030
1991-04-01 9.73914782724916
1991-05-01 9.82918363289766
1991-06-01 9.79339032327774
1991-07-01 9.79591375888616
1991-08-01 9.60710760831837
1991-09-01 9.86237298256542
1991-10-01 9.92398637215379
1991-11-01 9.83961083647566
1991-12-01 9.69766676500742
1992-01-01 9.95835303991413
1992-02-01 10.25355721388640
1992-03-01 9.94835558127549
1992-04-01 9.96500380265959
1992-05-01 9.96836300498521
1992-06-01 9.99102169629994
1992-07-01 9.89541093960756
1992-08-01 9.92498028478185
1992-09-01 9.85936121060869
1992-10-01 9.79630309578936
1992-11-01 9.84419375511639
1992-12-01 9.91207160353895
1993-01-01 10.03377335641350
1993-02-01 10.23527887846690
1993-03-01 10.20790181892190
1993-04-01 10.20467894376880
1993-05-01 10.21463771830210
1993-06-01 10.08873106158130
1993-07-01 10.30321852954190
1993-08-01 10.33774418143630
1993-09-01 10.34819245233090
1993-10-01 10.36075206135570
1993-11-01 10.33870699553010
1993-12-01 10.43521461428820
1994-01-01 10.41592385890650
1994-02-01 10.30843672383580
1994-03-01 10.48665287858860
1994-04-01 10.34891163387740
1994-05-01 10.35220174302390
1994-06-01 10.39112935848080
1994-07-01 10.71251290364370
1994-08-01 10.34505570753440
1994-09-01 10.41532063404680
1994-10-01 10.42039579110880
1994-11-01 10.44110223158370
1994-12-01 10.35420844176740
1995-01-01 10.20715814173200
1995-02-01 10.20182226962050
1995-03-01 10.18184354820710
1995-04-01 10.28460492480410
1995-05-01 10.16775857692740
1995-06-01 10.41224615853330
1995-07-01 10.41785311539930
1995-08-01 10.42694749996310
1995-09-01 10.36465099684240
1995-10-01 10.60556157007120
1995-11-01 10.64005921362380
1995-12-01 10.65288625077540
1996-01-01 10.91809360578220
1996-02-01 10.91258695664270
1996-03-01 11.01296438523790
1996-04-01 10.79637592400630
1996-05-01 10.86607971435500
1996-06-01 11.13549338798580
1996-07-01 10.71049112400260
1996-08-01 10.79570548707560
1996-09-01 10.50415972893670
1996-10-01 11.01510964157730
1996-11-01 11.05700058273310
1996-12-01 10.94383552700890
1997-01-01 11.13755269174400
1997-02-01 11.32263376103320
1997-03-01 11.23609642998640
1997-04-01 11.39977090543940
1997-05-01 11.65763344518310
1997-06-01 11.97526766112680
1997-07-01 11.79773523013380
1997-08-01 11.85061120810710
1997-09-01 12.14783844690840
1997-10-01 12.13427616254150
1997-11-01 12.06557736393290
1997-12-01 12.54096756729410
1998-01-01 12.17694129836000
1998-02-01 12.22663340608610
1998-03-01 12.37296040929920
1998-04-01 12.48140180629430
1998-05-01 12.53275489766340
1998-06-01 12.41176899764500
1998-07-01 12.67436552513310
1998-08-01 12.81436114419980
1998-09-01 12.71428375715100
1998-10-01 12.55705648157090
1998-11-01 12.67962806254750
1998-12-01 12.94627403023660
1999-01-01 12.91307929575500
1999-02-01 12.72820690059530
1999-03-01 12.88261622743840
1999-04-01 13.04998387786590
1999-05-01 13.01086284783790
1999-06-01 13.14102289969300
1999-07-01 13.15484419205930
1999-08-01 13.20353575355390
1999-09-01 13.32243853578360
1999-10-01 13.05796895439820
1999-11-01 13.37079039487760
1999-12-01 13.55897791700230
2000-01-01 13.54232350012080
2000-02-01 13.83890067089360
2000-03-01 13.80359863675930
2000-04-01 13.59827812861650
2000-05-01 13.57794104262240
2000-06-01 13.72771302516010
2000-07-01 14.04681894235460
2000-08-01 14.52923360835910
2000-09-01 14.37394035432140
2000-10-01 14.64980036141010
2000-11-01 14.55947880947480
2000-12-01 14.38300784501750
2001-01-01 14.34215775430810
2001-02-01 14.53761669526630
2001-03-01 14.49753382210370
2001-04-01 14.75557468706430
2001-05-01 14.94947849843990
2001-06-01 14.80391133913950
2001-07-01 14.95898246008150
2001-08-01 14.98259331798480
2001-09-01 14.84523522510110
2001-10-01 14.81614374887450
2001-11-01 14.83274082753550
2001-12-01 14.91155074639900
2002-01-01 15.12475328855790
2002-02-01 15.34611772083800
2002-03-01 15.21394964629120
2002-04-01 15.10549807858300
2002-05-01 15.00659710346390
2002-06-01 15.16192532751650
2002-07-01 15.07795806200400
2002-08-01 15.04639709227900
2002-09-01 15.22119167725050
2002-10-01 15.49480682566440
2002-11-01 15.52308601061270
2002-12-01 15.52489793370520
2003-01-01 16.38600074025650
2003-02-01 16.45568962365080
2003-03-01 16.40922086511760
2003-04-01 16.66324080715670
2003-05-01 16.78379248030820
2003-06-01 16.83828642806830
2003-07-01 16.70120921872250
2003-08-01 16.69955124847650
2003-09-01 16.67884618241770
2003-10-01 16.67975829806080
2003-11-01 16.71674718476650
2003-12-01 16.71758827148010
2004-01-01 16.75020420130950
2004-02-01 16.66709334538450
2004-03-01 16.71254386283610
2004-04-01 16.62709726769350
2004-05-01 16.67655511524970
2004-06-01 16.62528610671450
2004-07-01 16.71365172060000
2004-08-01 16.72623564338140
2004-09-01 16.82459547793650
2004-10-01 16.58425414653880
2004-11-01 16.92426065136320
2004-12-01 17.20107824763280
2005-01-01 17.11403220861520
2005-02-01 17.05192625520850
2005-03-01 17.09843443341740
2005-04-01 17.31736168443020
2005-05-01 17.29331486693960
2005-06-01 17.45272810394870
2005-07-01 17.42011839338040
2005-08-01 17.42699286297010
2005-09-01 17.44279723764040
2005-10-01 17.57934850767080
2005-11-01 17.62300745455840
2005-12-01 17.67751651381280
2006-01-01 17.70730147764510
2006-02-01 17.73897649305520
2006-03-01 17.91297129187730
2006-04-01 17.89807298526500
2006-05-01 18.00495533325830
2006-06-01 17.97586076421640
2006-07-01 18.03090178407260
2006-08-01 18.11443530409310
2006-09-01 18.26619585526000
2006-10-01 18.17558263385970
2006-11-01 18.20898283324330
2006-12-01 18.23884715991730
2007-01-01 18.31156438242970
2007-02-01 18.63787063289820
2007-03-01 18.73251567075810
2007-04-01 18.48317798035690
2007-05-01 18.51273858927760
2007-06-01 18.69293747832750
2007-07-01 18.95487902102150
2007-08-01 19.00837664718630
2007-09-01 18.98625301850020
2007-10-01 19.15770959682140
2007-11-01 19.17591261749170
2007-12-01 19.28828446329010
2008-01-01 19.63329415331800
2008-02-01 19.65046839202920
2008-03-01 19.57243352093820
2008-04-01 19.46503708075780
2008-05-01 19.51187886469230
2008-06-01 19.38274765610690
2008-07-01 19.58678639211880
2008-08-01 19.61862641182910
2008-09-01 19.61091685659500
2008-10-01 19.53852560808110
2008-11-01 19.53365685565510
2008-12-01 19.63809704301280
2009-01-01 19.54864477480990
2009-02-01 19.67361936642530
2009-03-01 19.69983380132020
2009-04-01 20.15758505350850
2009-05-01 20.19752875256260
2009-06-01 20.37649579950210
2009-07-01 20.22517501837080
2009-08-01 20.13037677066900
2009-09-01 20.22376507521820
2009-10-01 20.92629946242990
2009-11-01 20.80368586595080
2009-12-01 20.80062630701340
2010-01-01 20.65373451945480
2010-02-01 20.59893627215250
2010-03-01 20.51815445140640
2010-04-01 20.74507800521410
2010-05-01 20.77504917625610
2010-06-01 20.85536348164490
2010-07-01 20.86624205933780
2010-08-01 20.85576118564070
2010-09-01 20.74253023076000
2010-10-01 20.92620469120550
2010-11-01 20.87777845400570
2010-12-01 20.87698647843390
2011-01-01 20.84096687538590
2011-02-01 20.82090581395450
2011-03-01 20.70909278951770
2011-04-01 20.74034014939310
2011-05-01 20.75918837896110
2011-06-01 20.85535877650580
2011-07-01 20.88968267787130
2011-08-01 20.86019563176610
2011-09-01 21.16119810186550
2011-10-01 21.13420521268620
2011-11-01 21.18467522293920
2011-12-01 21.17841708093570
2012-01-01 21.11287120838760
2012-02-01 21.21406151258040
2012-03-01 21.38096639614900
2012-04-01 21.34692931737550
2012-05-01 21.45921676686980
2012-06-01 21.46405338170390
2012-07-01 21.48875047697650
2012-08-01 21.76433912358240
2012-09-01 21.87007826196870
2012-10-01 21.94247438801190
2012-11-01 21.90815517132030
2012-12-01 22.00354054592700
2013-01-01 22.68334274402160
2013-02-01 22.99030077172790
2013-03-01 23.05347678548980
2013-04-01 23.14858546742960
2013-05-01 23.36156400881070
2013-06-01 23.38243325790220
2013-07-01 23.38428702888740
2013-08-01 23.35096432705160
2013-09-01 23.37332437871500
2013-10-01 23.43837580406790
2013-11-01 23.65428885996520
2013-12-01 23.62923008049150
2014-01-01 23.67428118527010
2014-02-01 23.56128143768970
2014-03-01 23.63302040960000
2014-04-01 23.74700282674620
2014-05-01 23.65828731688670
2014-06-01 23.68389031221050
2014-07-01 24.19134008563440
2014-08-01 24.23943713046590
2014-09-01 24.17238396421630
2014-10-01 24.33456958182010
2014-11-01 24.37794827066230
2014-12-01 24.53868387689220
2015-01-01 24.69074758509570
2015-02-01 24.74839222754580
2015-03-01 24.83062084160520
2015-04-01 24.73201142750780
2015-05-01 24.85766018613020
2015-06-01 24.98526672073200
2015-07-01 25.30860064524450
2015-08-01 25.10386387444680
2015-09-01 25.37805283933080
2015-10-01 25.42593649846760
2015-11-01 25.49023497224970
2015-12-01 25.44164245950100
2016-01-01 25.81885437940290
2016-02-01 26.03402110379340
2016-03-01 26.02459846436210
2016-04-01 26.43077443919740
2016-05-01 26.56265227155040
2016-06-01 26.69226498594410
2016-07-01 26.63132572349090
2016-08-01 26.57090992606730
2016-09-01 26.87019722164970
2016-10-01 27.11425875861130
2016-11-01 26.97618982204740
2016-12-01 27.24736673361300
2017-01-01 27.14689212198940
2017-02-01 27.33230587579470
2017-03-01 27.53789896861930
2017-04-01 27.32274861288500
2017-05-01 27.97264936393620
2017-06-01 27.70131645864080
2017-07-01 27.54376242376100
2017-08-01 27.82395457128270
2017-09-01 28.07582569773770
2017-10-01 27.70500080756010
2017-11-01 27.86489490899970
2017-12-01 27.94696515911770
2018-01-01 27.86064931696430
2018-02-01 27.93843910690560
2018-03-01 28.04765318937520
2018-04-01 28.22661215895490
2018-05-01 28.28843659283320
2018-06-01 28.30931440181370
2018-07-01 28.33502966053920
2018-08-01 28.59041605119850
2018-09-01 28.59217470701520
2018-10-01 28.60609662583790
2018-11-01 28.83276033726910
2018-12-01 28.73796350116970
2019-01-01 28.85392359634310
2019-02-01 28.95824078302870
2019-03-01 28.98339550881240
2019-04-01 28.83172493899040
2019-05-01 28.80950977238430
2019-06-01 28.71891993212230
2019-07-01 28.79550130955750
2019-08-01 28.95584579816290
2019-09-01 29.10612268388860
2019-10-01 29.32093678815060
2019-11-01 29.31348989093480
2019-12-01 29.34402078525550
2020-01-01 29.53794814692810
2020-02-01 29.55029638101300
2020-03-01 29.59933060348350
2020-04-01 26.95960610739920
2020-05-01 27.22421369220520
2020-06-01 27.93369392999050
2020-07-01 27.66341348021710
2020-08-01 27.55272535703070
2020-09-01 27.30390020034700
2020-10-01 27.31960253166340
2020-11-01 27.20323336896050
2020-12-01 27.35509910904100
2021-01-01 27.31795555426250
2021-02-01 27.22309725902920
2021-03-01 27.32103676009000
2021-04-01 27.49739634763440
2021-05-01 27.42498840678520
2021-06-01 27.54177864104630
2021-07-01 27.53522773683680
2021-08-01 27.46103580352180
2021-09-01 27.39856484971590
2021-10-01 28.12088809066790
2021-11-01 28.12060575894360
2021-12-01 28.26902068959540
2022-01-01 27.70000778398220
2022-02-01 27.87155715568400
2022-03-01 28.11568191812750
2022-04-01 28.33177243683700
2022-05-01 28.51954314408660
2022-06-01 28.64833457750960
2022-07-01 28.83974713273660
2022-08-01 28.88865217229870
2022-09-01 28.98643163758260
2022-10-01 28.72154994938810
2022-11-01 28.83969028918400
2022-12-01 28.76927198048460
2023-01-01 28.98508391536320
2023-02-01 29.32612481119800
2023-03-01 29.40338590547910
2023-04-01 29.35535947507570
2023-05-01 29.61109512495150
2023-06-01 29.65407861443170
2023-07-01 29.75118085625140
2023-08-01 30.11195323186590
2023-09-01 30.37113424908700
2023-10-01 30.73580781346910
2023-11-01 30.76381443578730
2023-12-01 30.98447517178430
2024-01-01 30.97089130484750
2024-02-01 31.07045931984850
2024-03-01 31.37099972284100
2024-04-01 30.96525514745720
2024-05-01 31.10660570199700
2024-06-01 31.06485992501460
2024-07-01 31.18322967193600
2024-08-01 31.24196063912310
2024-09-01 31.26082114263660
2024-10-01 31.42944010280730
2024-11-01 31.58285941510120
2024-12-01 31.68768900694120
2025-01-01 31.95968393041310
2025-02-01 32.03866125351750
2025-03-01 32.04723223161850
2025-04-01 32.26961028202840
2025-05-01 32.20764563631920
2025-06-01 32.36956231115230
2025-07-01 32.39482710001230
2025-08-01 31.95858307891820
2025-09-01 32.46433265464370
2025-10-01 32.32868118790270
2025-11-01 32.29914827686140

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