Federal Reserve Economic Data

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

Title All Employees: Education and Health Services: Private Education and Health Services in Fresno, CA (MSA)
Series ID FRES406EDUH
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 2024-09-01
Last Updated 2024-10-23 4:25 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 26.149791787921200
1990-02-01 26.633888385925500
1990-03-01 26.886445049460500
1990-04-01 26.866987953336700
1990-05-01 26.918137644666200
1990-06-01 28.294196423726103
1990-07-01 26.842183940838400
1990-08-01 27.332915629397302
1990-09-01 27.969354561495400
1990-10-01 27.760216034066700
1990-11-01 27.889268298205900
1990-12-01 27.944939875866698
1991-01-01 28.345278008163000
1991-02-01 28.348513736221598
1991-03-01 28.418390959749498
1991-04-01 28.773258298042002
1991-05-01 28.821795767783197
1991-06-01 28.846411165102896
1991-07-01 26.122121432747500
1991-08-01 25.958175045697498
1991-09-01 26.095175548922700
1991-10-01 28.329414884327100
1991-11-01 28.568786598713004
1991-12-01 29.013496497768603
1992-01-01 29.784712010874802
1992-02-01 29.579590604173102
1992-03-01 29.942288402999395
1992-04-01 29.896858487154002
1992-05-01 30.213581842202700
1992-06-01 30.260033327221898
1992-07-01 31.311958655252400
1992-08-01 32.268973670331800
1992-09-01 29.402373084715800
1992-10-01 29.161669667112500
1992-11-01 29.432178930799900
1992-12-01 29.482192351658500
1993-01-01 29.654821770578800
1993-02-01 29.904261579391605
1993-03-01 29.878407645510503
1993-04-01 30.294777159311398
1993-05-01 30.357167174235897
1993-06-01 30.312434598040200
1993-07-01 30.651709012891000
1993-08-01 30.102486918123603
1993-09-01 30.301537529900700
1993-10-01 30.457892360362000
1993-11-01 30.421383541375200
1993-12-01 30.756282712374002
1994-01-01 30.210610506315700
1994-02-01 30.124249679118200
1994-03-01 30.138116723132000
1994-04-01 30.098750065680700
1994-05-01 30.181871911667105
1994-06-01 30.129359975977998
1994-07-01 30.453376955405997
1994-08-01 30.409295412286898
1994-09-01 30.044203399273100
1994-10-01 30.418362122245398
1994-11-01 30.518216526529898
1994-12-01 30.667506222194500
1995-01-01 30.724278830954800
1995-02-01 30.926495080445400
1995-03-01 30.996230335175100
1995-04-01 30.922641970052400
1995-05-01 31.054157720399605
1995-06-01 31.320928946384200
1995-07-01 31.312968477041697
1995-08-01 31.666982278613100
1995-09-01 32.739368502026300
1995-10-01 32.173265700700400
1995-11-01 32.066331814158900
1995-12-01 32.189339606783200
1996-01-01 32.600992262232200
1996-02-01 32.516903822938600
1996-03-01 32.598903676555900
1996-04-01 32.590247948159600
1996-05-01 32.802082559988700
1996-06-01 33.259366095930700
1996-07-01 33.969895290171900
1996-08-01 33.769945354597400
1996-09-01 34.007262872207700
1996-10-01 34.413329350192100
1996-11-01 34.991334617916900
1996-12-01 35.199913232294400
1997-01-01 35.199907204682800
1997-02-01 33.777578668570000
1997-03-01 33.890075760545200
1997-04-01 34.373912188867000
1997-05-01 34.523810865539800
1997-06-01 34.458929175131395
1997-07-01 34.861848094781700
1997-08-01 34.675364049518400
1997-09-01 34.343668248222500
1997-10-01 34.099848946654300
1997-11-01 34.234891958465500
1997-12-01 34.513613370261600
1998-01-01 34.665111252586300
1998-02-01 34.892777690440400
1998-03-01 35.004247134068800
1998-04-01 34.893720457767200
1998-05-01 34.975967032738900
1998-06-01 35.009661869839200
1998-07-01 36.486957411402000
1998-08-01 37.085014299587000
1998-09-01 36.515912675456500
1998-10-01 36.100512888791200
1998-11-01 36.390500682743394
1998-12-01 36.291499540526200
1999-01-01 36.193964767073300
1999-02-01 36.091971090317800
1999-03-01 36.035509290026106
1999-04-01 36.234885752285900
1999-05-01 36.158242369467004
1999-06-01 39.593782176056200
1999-07-01 39.046627403532900
1999-08-01 39.750142370388600
1999-09-01 38.005204185476900
1999-10-01 36.648000160405104
1999-11-01 36.181210004427400
1999-12-01 36.029263972024900
2000-01-01 35.997128231069300
2000-02-01 36.175556207238200
2000-03-01 35.784422138698700
2000-04-01 35.445554271866300
2000-05-01 35.472203254876500
2000-06-01 35.799090452401500
2000-07-01 35.166243956491300
2000-08-01 35.223677712134794
2000-09-01 35.587256361241600
2000-10-01 36.040698313820800
2000-11-01 36.384187410500104
2000-12-01 36.693223234995100
2001-01-01 37.020436551734000
2001-02-01 37.093336877426100
2001-03-01 37.225834464150890
2001-04-01 37.757430754310300
2001-05-01 37.523424413559205
2001-06-01 37.611050753423210
2001-07-01 37.828075307166706
2001-08-01 38.041794255894400
2001-09-01 38.226701413192000
2001-10-01 38.548378767509400
2001-11-01 39.192185548169704
2001-12-01 39.240335166655400
2002-01-01 39.369662888337800
2002-02-01 39.701998461675200
2002-03-01 39.902789190055100
2002-04-01 40.230162554728800
2002-05-01 40.425079854855205
2002-06-01 40.637537976336496
2002-07-01 40.957538225024294
2002-08-01 40.770671320978400
2002-09-01 40.897205882208900
2002-10-01 40.636082465665600
2002-11-01 40.649773181877606
2002-12-01 40.683891170928796
2003-01-01 40.701213364793404
2003-02-01 40.852314697635500
2003-03-01 41.212706323160894
2003-04-01 41.623856631057900
2003-05-01 41.962863672634000
2003-06-01 42.367394191212200
2003-07-01 42.313038258734800
2003-08-01 42.511296557221800
2003-09-01 42.931202631741800
2003-10-01 43.467479455958795
2003-11-01 43.755033261243895
2003-12-01 43.954705297343800
2004-01-01 44.236608858667900
2004-02-01 44.389293296411890
2004-03-01 44.226863603002700
2004-04-01 44.041773381097000
2004-05-01 44.126267473101390
2004-06-01 44.126943633759396
2004-07-01 44.435013305995795
2004-08-01 44.773623997123096
2004-09-01 44.729697846789100
2004-10-01 45.328968624872296
2004-11-01 45.004864778703300
2004-12-01 45.154003921826200
2005-01-01 45.192084448359600
2005-02-01 45.061506854297000
2005-03-01 45.032638729118990
2005-04-01 45.508059924073900
2005-05-01 45.679893086465796
2005-06-01 45.744187139285295
2005-07-01 45.636072996213294
2005-08-01 45.922846048176600
2005-09-01 46.333481425940000
2005-10-01 46.599941545276394
2005-11-01 46.286372296639210
2005-12-01 46.330893491751700
2006-01-01 46.200848098412400
2006-02-01 46.310819400286796
2006-03-01 46.234756028179206
2006-04-01 45.932634008979800
2006-05-01 46.285068647595610
2006-06-01 46.527567445595210
2006-07-01 46.799616879771800
2006-08-01 46.649794116151895
2006-09-01 46.862090426195600
2006-10-01 46.910048907194394
2006-11-01 47.305019165775000
2006-12-01 47.561788501218610
2007-01-01 47.818861776428700
2007-02-01 47.993198345214500
2007-03-01 48.011893108526000
2007-04-01 48.034261533288900
2007-05-01 48.017183005531100
2007-06-01 48.265148909032895
2007-07-01 48.504864665524700
2007-08-01 48.788090623075290
2007-09-01 48.815003756914300
2007-10-01 49.080107370171600
2007-11-01 49.027888830323600
2007-12-01 49.114684330059900
2008-01-01 49.337276487504900
2008-02-01 49.609592963044390
2008-03-01 49.896873509599500
2008-04-01 50.259104982482100
2008-05-01 50.496303492870595
2008-06-01 50.511509303988000
2008-07-01 50.483877420581210
2008-08-01 50.622542651612100
2008-09-01 50.158600113788900
2008-10-01 50.692047496284890
2008-11-01 50.847102527448996
2008-12-01 51.035240306343404
2009-01-01 51.139565997077600
2009-02-01 51.272502928191900
2009-03-01 51.244915602187100
2009-04-01 51.212934719062100
2009-05-01 51.200070933596400
2009-06-01 51.277163760459900
2009-07-01 50.929096468536210
2009-08-01 50.963889890912505
2009-09-01 50.861655665129604
2009-10-01 51.415462285887300
2009-11-01 51.466745975930000
2009-12-01 51.357944551885700
2010-01-01 51.242374954370604
2010-02-01 51.043053844524500
2010-03-01 50.763778707052005
2010-04-01 51.091000162651900
2010-05-01 51.240804608443900
2010-06-01 51.368647218165800
2010-07-01 51.620532904382706
2010-08-01 51.554397718606790
2010-09-01 51.547121534883500
2010-10-01 51.599092036487290
2010-11-01 51.632511285066390
2010-12-01 51.694515996009500
2011-01-01 51.626774409425200
2011-02-01 51.375919485505506
2011-03-01 51.821338493204500
2011-04-01 51.888889462772290
2011-05-01 51.813678464541000
2011-06-01 51.769896741608600
2011-07-01 51.844298882056600
2011-08-01 51.833793342683900
2011-09-01 52.052522815823004
2011-10-01 51.829513490632294
2011-11-01 52.091003661747210
2011-12-01 52.137357270169600
2012-01-01 52.308725283670704
2012-02-01 52.977854649968606
2012-03-01 52.713584929705500
2012-04-01 52.697041582290600
2012-05-01 52.808072996844300
2012-06-01 52.989527723080600
2012-07-01 53.082909030148706
2012-08-01 53.367595225553400
2012-09-01 53.396391346792605
2012-10-01 53.303814098150900
2012-11-01 53.232678257187395
2012-12-01 53.450135501843010
2013-01-01 54.286439831090100
2013-02-01 54.974731869493000
2013-03-01 54.778640289589205
2013-04-01 54.797698359917100
2013-05-01 55.147933646182790
2013-06-01 55.244493371318800
2013-07-01 54.795331859495200
2013-08-01 54.899632346290500
2013-09-01 55.154902799660704
2013-10-01 55.587295154313600
2013-11-01 55.703080796934790
2013-12-01 55.728426136335000
2014-01-01 55.624236952760500
2014-02-01 55.690612442502390
2014-03-01 55.837558611918000
2014-04-01 56.588148869080110
2014-05-01 56.249418268897490
2014-06-01 56.422412032797700
2014-07-01 56.638776061384110
2014-08-01 56.967018909356796
2014-09-01 57.147091724966400
2014-10-01 57.406642502887294
2014-11-01 57.684721023924396
2014-12-01 57.909700307033700
2015-01-01 58.269996066766100
2015-02-01 58.535458642931700
2015-03-01 58.717697958081210
2015-04-01 59.085469230690000
2015-05-01 59.278570319018400
2015-06-01 59.598206780782700
2015-07-01 60.110650793739100
2015-08-01 60.526628294368800
2015-09-01 60.793920648254300
2015-10-01 61.363941816474800
2015-11-01 61.570623554860500
2015-12-01 61.917357167000200
2016-01-01 62.140948345835700
2016-02-01 62.682237917501000
2016-03-01 63.076420718044600
2016-04-01 63.411989795602600
2016-05-01 63.682128463663595
2016-06-01 63.917831352340300
2016-07-01 63.983624416960710
2016-08-01 64.208311552515900
2016-09-01 64.623310333145300
2016-10-01 64.600179812580400
2016-11-01 64.845785288942790
2016-12-01 65.247544740781700
2017-01-01 65.574733022113890
2017-02-01 65.741505372022400
2017-03-01 66.087974701414900
2017-04-01 66.957419382573900
2017-05-01 66.745104714451400
2017-06-01 67.109537221427700
2017-07-01 67.772897402336500
2017-08-01 68.062046931062200
2017-09-01 68.498423351573000
2017-10-01 67.633252445496600
2017-11-01 68.077512514450100
2017-12-01 68.171447699501100
2018-01-01 68.403984112104710
2018-02-01 68.566621133583800
2018-03-01 68.907437171996790
2018-04-01 68.224121015386400
2018-05-01 68.754440818107800
2018-06-01 68.946118294208200
2018-07-01 69.142729681766400
2018-08-01 69.410337060740200
2018-09-01 69.487822872685700
2018-10-01 70.045668621305600
2018-11-01 70.590615722219600
2018-12-01 70.750719471542500
2019-01-01 71.003394610847210
2019-02-01 71.385091038331080
2019-03-01 72.044155519439500
2019-04-01 72.195147905824600
2019-05-01 72.333886318607210
2019-06-01 72.499544130864000
2019-07-01 72.652501616685300
2019-08-01 72.805478815880790
2019-09-01 73.062693545425600
2019-10-01 73.016120880066910
2019-11-01 73.331976712493300
2019-12-01 73.608781811746410
2020-01-01 74.091472265807100
2020-02-01 74.047597091223000
2020-03-01 74.020484401527700
2020-04-01 67.689192095803390
2020-05-01 68.988009228301790
2020-06-01 70.651980558407700
2020-07-01 70.987887772014590
2020-08-01 71.312222164498100
2020-09-01 71.754785369413600
2020-10-01 72.152128191047410
2020-11-01 72.289716171652100
2020-12-01 72.764776080677700
2021-01-01 73.103318952596500
2021-02-01 73.295085416112400
2021-03-01 73.574718853906590
2021-04-01 73.952894412677600
2021-05-01 74.352622984432200
2021-06-01 74.535988374412910
2021-07-01 74.919061851968300
2021-08-01 75.259206445935200
2021-09-01 75.353076644090900
2021-10-01 76.412071285931400
2021-11-01 76.363745533661300
2021-12-01 76.579125659994200
2022-01-01 76.827897941653800
2022-02-01 77.225252598828700
2022-03-01 77.607631382022900
2022-04-01 77.699195362159090
2022-05-01 78.124392614920410
2022-06-01 78.388654293476590
2022-07-01 78.822196219222900
2022-08-01 79.160168901096500
2022-09-01 79.684883216204410
2022-10-01 80.298766278065000
2022-11-01 80.887575581388800
2022-12-01 81.321341870689600
2023-01-01 81.544304997244410
2023-02-01 82.086175716466800
2023-03-01 82.325517561334100
2023-04-01 82.790071581438410
2023-05-01 82.903305842763700
2023-06-01 83.332743564053700
2023-07-01 83.518165850878800
2023-08-01 84.008518445148910
2023-09-01 84.412974127183200
2023-10-01 84.622008376821800
2023-11-01 84.449254746307790
2023-12-01 85.083907783795600
2024-01-01 85.722394253285200
2024-02-01 85.877976501453900
2024-03-01 86.236004110645510
2024-04-01 86.587022051077200
2024-05-01 87.071222451361900
2024-06-01 87.384129399892710
2024-07-01 87.686825289150690
2024-08-01 88.061341596507920
2024-09-01 87.655932022164800

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