Federal Reserve Economic Data

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

Title All Employees: Education and Health Services: Private Educational Services in Fresno, CA (MSA)
Series ID SMU06234206561000001SA
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 2024-09-01
Last Updated 2024-10-23 6:36 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 1.8103025034269300
1990-02-01 1.8180284184109000
1990-03-01 1.9306940938106600
1990-04-01 1.7363145334280000
1990-05-01 1.6926721308028300
1990-06-01 1.6888620796243900
1990-07-01 1.6481158753536000
1990-08-01 1.6915908234349800
1990-09-01 1.7272931546031398
1990-10-01 1.9006285088507100
1990-11-01 1.7964050770213100
1990-12-01 1.8248534331369400
1991-01-01 2.2137006207086602
1991-02-01 2.2109997392310900
1991-03-01 2.2253368607489800
1991-04-01 2.1181002090360100
1991-05-01 2.0882270325986400
1991-06-01 2.0889979355352700
1991-07-01 2.0814925309710100
1991-08-01 2.0225488435826500
1991-09-01 2.0289383338058200
1991-10-01 2.0981673916356200
1991-11-01 2.0823366718825700
1991-12-01 2.1121970391324500
1992-01-01 2.1153240731227100
1992-02-01 2.1305475965050500
1992-03-01 2.0405359479790700
1992-04-01 2.1179499063547302
1992-05-01 2.1784001804420803
1992-06-01 2.3918551456656300
1992-07-01 2.0722239918442100
1992-08-01 2.2352324980972402
1992-09-01 2.2233497679221400
1992-10-01 2.0972913388597500
1992-11-01 2.1781220891491800
1992-12-01 2.1096445408949096
1993-01-01 2.1176654737850400
1993-02-01 2.1462987866003300
1993-03-01 2.2513329181948600
1993-04-01 2.3116448213956300
1993-05-01 2.2689774452810500
1993-06-01 2.4052461394369000
1993-07-01 2.2809238494721100
1993-08-01 2.2169163478428398
1993-09-01 2.2096860508950400
1993-10-01 2.1929163296096297
1993-11-01 2.1764741620891597
1993-12-01 2.2015734002094103
1994-01-01 2.2280179306248200
1994-02-01 2.1623687686930000
1994-03-01 2.1639694117789100
1994-04-01 2.2198398879239100
1994-05-01 2.3621087538220000
1994-06-01 2.2196816352083600
1994-07-01 2.2714403410615300
1994-08-01 2.3105341019600100
1994-09-01 2.1961912837473600
1994-10-01 2.4824229193141600
1994-11-01 2.2737205202188400
1994-12-01 2.2931416630691697
1995-01-01 2.3371607418733196
1995-02-01 2.3645887380758800
1995-03-01 2.3692193051775496
1995-04-01 2.3210149722330002
1995-05-01 2.4633864588867103
1995-06-01 2.4476501965573800
1995-07-01 2.3703033360482300
1995-08-01 2.4010210498153500
1995-09-01 2.4851106074714000
1995-10-01 2.4639366409799600
1995-11-01 2.5617152168148600
1995-12-01 2.5818117144272200
1996-01-01 2.5540881081864200
1996-02-01 2.5570912303398800
1996-03-01 2.5670153652100200
1996-04-01 2.6182560661227003
1996-05-01 2.5664836246098200
1996-06-01 2.5696547832182500
1996-07-01 2.6853750805501400
1996-08-01 2.7144716186734200
1996-09-01 2.7852192424367304
1996-10-01 2.8307760838928900
1996-11-01 2.8496060479900200
1996-12-01 2.8775085245837700
1997-01-01 2.7760052680646403
1997-02-01 2.7378564828892200
1997-03-01 2.7671864610513500
1997-04-01 2.7124489159843397
1997-05-01 2.7718713428056097
1997-06-01 2.7957361087883400
1997-07-01 2.7787457588177100
1997-08-01 2.8107077793335495
1997-09-01 2.7935254254323100
1997-10-01 2.7101888275198003
1997-11-01 2.6624825354368100
1997-12-01 2.7054792496121700
1998-01-01 2.7998644406639600
1998-02-01 2.8190158487328000
1998-03-01 2.9527868544264000
1998-04-01 2.7913616416589300
1998-05-01 2.7804231499877203
1998-06-01 2.7026206029937800
1998-07-01 2.7704838313092500
1998-08-01 2.9224403056156403
1998-09-01 2.7073373353225900
1998-10-01 2.6945382737697297
1998-11-01 2.6660230486887000
1998-12-01 2.6289246711703500
1999-01-01 2.6092118099149500
1999-02-01 2.4139961115271800
1999-03-01 2.5365639029373100
1999-04-01 2.5733893030126000
1999-05-01 2.7894545762711400
1999-06-01 2.6136509112243500
1999-07-01 2.5567283331330697
1999-08-01 2.6160947241582204
1999-09-01 2.5249218500893904
1999-10-01 2.6806358939773400
1999-11-01 2.6666968790294300
1999-12-01 2.6418860099625000
2000-01-01 2.6178438862250700
2000-02-01 2.6867991578236100
2000-03-01 2.5996839387991700
2000-04-01 2.5474980600207404
2000-05-01 2.7963813427101300
2000-06-01 2.8356531768560997
2000-07-01 2.9034082688198195
2000-08-01 2.9838414156237203
2000-09-01 2.8503840824389703
2000-10-01 2.7612969549307103
2000-11-01 2.7527038442725495
2000-12-01 2.7330393587709803
2001-01-01 2.8321588350730096
2001-02-01 2.8614350851883703
2001-03-01 2.9474628498505200
2001-04-01 2.9913504658928596
2001-05-01 2.9071157102825897
2001-06-01 2.9595185050806800
2001-07-01 3.0545274866453500
2001-08-01 3.0259458844437500
2001-09-01 3.1725984240489100
2001-10-01 3.1309149062273800
2001-11-01 3.2183107972156000
2001-12-01 3.1924307237997900
2002-01-01 3.1409856378321400
2002-02-01 3.1405460207956897
2002-03-01 3.1984155251690000
2002-04-01 2.9641842882882100
2002-05-01 3.1223168829458200
2002-06-01 3.0780812769850296
2002-07-01 3.1160908899649304
2002-08-01 3.0690795239575000
2002-09-01 3.0734639242786000
2002-10-01 3.2137784935509800
2002-11-01 3.4018663789748300
2002-12-01 3.2546315334375095
2003-01-01 3.3365376739240897
2003-02-01 3.3243388377680496
2003-03-01 3.3662157608232300
2003-04-01 3.3152839862880500
2003-05-01 3.3314031997896003
2003-06-01 3.3066820558941900
2003-07-01 3.2842156244800200
2003-08-01 3.3291887169210805
2003-09-01 3.3845993434883600
2003-10-01 3.4893824186681000
2003-11-01 3.4923269420038100
2003-12-01 3.5065684965041600
2004-01-01 3.4149959969241204
2004-02-01 3.5148791128173102
2004-03-01 3.4592377566643300
2004-04-01 3.4868638652158497
2004-05-01 3.4374183995825300
2004-06-01 3.3078797538897597
2004-07-01 3.4447936020244803
2004-08-01 3.5812285488532103
2004-09-01 3.4979674227407793
2004-10-01 3.3828899924249103
2004-11-01 3.3914184637361200
2004-12-01 3.4840546656722600
2005-01-01 3.4023484388652903
2005-02-01 3.3202022055460500
2005-03-01 3.3770228895049796
2005-04-01 3.4850922922616300
2005-05-01 3.4325022940380700
2005-06-01 3.5205967382060400
2005-07-01 3.3511650388285500
2005-08-01 3.3469366847299598
2005-09-01 3.5069190836501500
2005-10-01 3.4816092583655096
2005-11-01 3.3937247165028800
2005-12-01 3.3799471898258500
2006-01-01 3.4978799243452903
2006-02-01 3.5136151914665494
2006-03-01 3.4768510504606400
2006-04-01 3.2931264040561300
2006-05-01 3.5216515509339600
2006-06-01 3.4019844113048396
2006-07-01 3.6030012965147202
2006-08-01 3.5765225457874603
2006-09-01 3.6189064834093200
2006-10-01 3.3919491825692405
2006-11-01 3.8660503963797200
2006-12-01 3.8523616374930400
2007-01-01 3.9170121984186803
2007-02-01 3.8042281157647095
2007-03-01 3.7541735320060496
2007-04-01 3.7419041340733300
2007-05-01 3.6911621419862300
2007-06-01 3.9259099367080200
2007-07-01 3.9717527797098000
2007-08-01 3.9168321459151900
2007-09-01 3.8289417317716400
2007-10-01 3.9728737302641295
2007-11-01 3.9669135184401300
2007-12-01 3.9579078377859800
2008-01-01 3.9306002491545500
2008-02-01 4.1107081105388000
2008-03-01 4.1076909144619800
2008-04-01 4.0886094063237900
2008-05-01 4.1468278538500900
2008-06-01 4.1148231359023900
2008-07-01 4.2397503086935195
2008-08-01 4.2636583380919900
2008-09-01 4.2344036084062100
2008-10-01 4.1799214591069000
2008-11-01 4.1685264772422400
2008-12-01 4.2642746602083100
2009-01-01 4.2762723153232000
2009-02-01 4.3282258287028800
2009-03-01 4.3480718767459100
2009-04-01 4.4246270263230400
2009-05-01 4.3895046480348600
2009-06-01 4.4072141102217900
2009-07-01 4.2732226644910600
2009-08-01 4.1339590163238900
2009-09-01 4.4172225729745200
2009-10-01 4.7937643389177400
2009-11-01 4.8716406434079600
2009-12-01 4.8676324127884700
2010-01-01 4.8322331414223090
2010-02-01 4.7559304539187000
2010-03-01 4.6516039762836705
2010-04-01 4.7427532856315200
2010-05-01 4.8287829475370000
2010-06-01 4.7993100839680190
2010-07-01 4.7871247301171000
2010-08-01 4.8106438812484600
2010-09-01 5.1103197340118100
2010-10-01 4.9319467585677900
2010-11-01 4.9136518516320000
2010-12-01 4.9059660623166390
2011-01-01 4.9618188864688200
2011-02-01 4.7004775524166200
2011-03-01 5.1193438263539010
2011-04-01 5.1432019099332500
2011-05-01 5.1854072753343300
2011-06-01 5.2212972023936794
2011-07-01 5.1611926378473300
2011-08-01 5.1281729598334005
2011-09-01 5.3911053213833800
2011-10-01 5.2681380296826000
2011-11-01 5.3438809399227690
2011-12-01 5.3195872441006395
2012-01-01 5.2859262329030100
2012-02-01 5.8306005131196000
2012-03-01 5.3874540957604100
2012-04-01 5.0190599253250000
2012-05-01 5.4892768963695190
2012-06-01 5.5630054938214510
2012-07-01 5.2758542665324400
2012-08-01 5.2060890090694010
2012-09-01 4.8695247237503100
2012-10-01 4.8026757484167900
2012-11-01 4.6844243004487005
2012-12-01 4.6468373730626800
2013-01-01 4.7677386133492200
2013-02-01 5.3838650759101200
2013-03-01 4.7935243921187100
2013-04-01 4.3839364149073600
2013-05-01 4.6620966450444410
2013-06-01 4.5528554459605010
2013-07-01 4.5340994268207100
2013-08-01 4.4715376925128890
2013-09-01 4.4544832026981105
2013-10-01 4.4214667370140806
2013-11-01 4.4059911102103200
2013-12-01 4.3514331282357000
2014-01-01 4.3445088974778600
2014-02-01 4.3243788733213510
2014-03-01 4.3177498699034800
2014-04-01 4.3833100675259610
2014-05-01 4.2233204205188900
2014-06-01 4.1635222901037500
2014-07-01 3.9140881869136397
2014-08-01 4.1967125256422800
2014-09-01 4.2413964883556200
2014-10-01 4.2210468721637895
2014-11-01 4.1980633949333710
2014-12-01 4.2427937798471700
2015-01-01 4.1378425656371896
2015-02-01 4.0624149220618900
2015-03-01 4.0493073485138700
2015-04-01 4.1362725360517300
2015-05-01 3.8724021518882100
2015-06-01 3.8703020068048706
2015-07-01 3.8748143774090997
2015-08-01 3.9251482849477406
2015-09-01 3.9144894590474100
2015-10-01 4.0190959966403400
2015-11-01 3.9860033628112594
2015-12-01 4.0440069535863500
2016-01-01 3.8281101899994803
2016-02-01 4.0014718452539600
2016-03-01 4.0541471808795695
2016-04-01 4.0847885030272995
2016-05-01 4.0067256089462900
2016-06-01 3.9884893904128598
2016-07-01 3.9386412924676400
2016-08-01 3.9944860199271900
2016-09-01 3.8765022685884500
2016-10-01 3.8153168147895000
2016-11-01 3.7733010327738197
2016-12-01 3.7580204573138400
2017-01-01 3.8438492243166000
2017-02-01 3.8273305744189900
2017-03-01 3.8189330280548104
2017-04-01 3.8646142053687700
2017-05-01 3.9280249612262597
2017-06-01 3.9779698997223902
2017-07-01 3.8838348917785900
2017-08-01 3.8468382725859100
2017-09-01 3.8424112640610297
2017-10-01 3.8077479698642200
2017-11-01 3.8603391167130297
2017-12-01 3.7675964742798196
2018-01-01 3.7394212086385400
2018-02-01 3.7376136967326900
2018-03-01 3.8590907765738898
2018-04-01 3.7403260382226606
2018-05-01 3.7355518900734400
2018-06-01 3.6320806021891800
2018-07-01 3.8419184393970496
2018-08-01 3.8248018685055603
2018-09-01 3.8134593855354906
2018-10-01 3.7947879772340900
2018-11-01 3.8477464086370600
2018-12-01 3.8709829583625700
2019-01-01 3.8349932483672200
2019-02-01 3.8343606859424100
2019-03-01 4.0081037447427200
2019-04-01 4.1658794829449800
2019-05-01 3.9398815281287000
2019-06-01 3.9326666329398000
2019-07-01 4.0357179195585795
2019-08-01 3.9235887550794300
2019-09-01 3.9994343786055200
2019-10-01 3.8723536590461100
2019-11-01 3.8359894380919903
2019-12-01 3.8585348319209998
2020-01-01 3.9087632914905500
2020-02-01 4.0161312904861700
2020-03-01 4.0861224928400800
2020-04-01 3.0995335450789500
2020-05-01 3.3338644521632800
2020-06-01 3.4913863019695097
2020-07-01 3.4602866500745497
2020-08-01 3.6160578584652600
2020-09-01 3.6139716056402795
2020-10-01 3.6558862604264597
2020-11-01 3.6323823346091300
2020-12-01 3.6395375023213800
2021-01-01 3.6623545763632900
2021-02-01 3.6700237348516103
2021-03-01 3.4310403948884500
2021-04-01 3.5180176718825900
2021-05-01 4.1399405447883500
2021-06-01 3.9021968678794600
2021-07-01 3.7832051530800097
2021-08-01 4.0581019366168200
2021-09-01 4.1291602909394900
2021-10-01 4.4011698803100190
2021-11-01 4.1934332447193500
2021-12-01 3.9874042061309600
2022-01-01 4.2515161978202010
2022-02-01 4.2380873846437500
2022-03-01 4.1546026153098200
2022-04-01 4.2199224896141810
2022-05-01 4.3374987313732200
2022-06-01 4.3148878222119595
2022-07-01 4.4441924008577995
2022-08-01 4.4032915907882100
2022-09-01 4.4542939043751110
2022-10-01 4.6731988246478000
2022-11-01 4.7481998536355094
2022-12-01 4.8989726690591500
2023-01-01 5.0519204917084500
2023-02-01 5.0028635690043390
2023-03-01 4.8750002090931110
2023-04-01 4.9162053693252400
2023-05-01 4.9363045848187195
2023-06-01 4.9509225839412100
2023-07-01 4.6488689695531790
2023-08-01 4.8569549029855095
2023-09-01 4.8872343983792000
2023-10-01 4.8567509780470400
2023-11-01 4.8308887273019500
2023-12-01 4.8696629168561600
2024-01-01 4.7287845082861300
2024-02-01 4.7800755765420900
2024-03-01 4.7095799095390500
2024-04-01 4.7314547165117510
2024-05-01 4.7329846676871500
2024-06-01 4.7477045597279695
2024-07-01 4.8576352137730500
2024-08-01 4.7672500102787900
2024-09-01 4.7039611462485595

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