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 2024-10-01
Last Updated 2024-11-20 6:52 AM 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 1.8103148121994100
1990-02-01 1.8180379158438300
1990-03-01 1.9306993809537700
1990-04-01 1.7363183922414800
1990-05-01 1.6926737890655000
1990-06-01 1.6888614707579400
1990-07-01 1.6481141847057000
1990-08-01 1.6915876011890802
1990-09-01 1.7272885577281298
1990-10-01 1.9006267187089500
1990-11-01 1.7963968783093403
1990-12-01 1.8248429280067300
1991-01-01 2.2137141617115800
1991-02-01 2.2110102781727700
1991-03-01 2.2253425461478500
1991-04-01 2.1181045934275800
1991-05-01 2.0882290321189100
1991-06-01 2.0889972425577900
1991-07-01 2.0814906939906800
1991-08-01 2.0225456101246700
1991-09-01 2.0289335050628000
1991-10-01 2.0981658675484500
1991-11-01 2.0823286027926002
1991-12-01 2.1121866394720600
1992-01-01 2.1153345456912500
1992-02-01 2.1305558665522000
1992-03-01 2.0405404268698000
1992-04-01 2.1179535411126800
1992-05-01 2.1784020128018200
1992-06-01 2.3918543011090203
1992-07-01 2.0722223666593500
1992-08-01 2.2352297545389800
1992-09-01 2.2233454941834503
1992-10-01 2.0972901460294000
1992-11-01 2.1781166779553702
1992-12-01 2.1096382866641297
1993-01-01 2.1176718151667300
1993-02-01 2.1463041194882700
1993-03-01 2.2513363236719200
1993-04-01 2.3116476951899103
1993-05-01 2.2689790302827900
1993-06-01 2.4052454339844798
1993-07-01 2.2809225483586600
1993-08-01 2.2169145979787700
1993-09-01 2.2096828796956403
1993-10-01 2.1929156836842300
1993-11-01 2.1764714490226202
1993-12-01 2.2015704759362700
1994-01-01 2.2280209649177998
1994-02-01 2.1623714188248800
1994-03-01 2.1639712648074100
1994-04-01 2.2198415321106800
1994-05-01 2.3621099167843598
1994-06-01 2.2196811194444304
1994-07-01 2.2714394988686500
1994-08-01 2.3105331437387298
1994-09-01 2.1961893252650200
1994-10-01 2.4824225330703700
1994-11-01 2.2737199463902598
1994-12-01 2.2931415318143302
1995-01-01 2.3371610864429400
1995-02-01 2.3645894347008500
1995-03-01 2.3692199614993500
1995-04-01 2.3210158117982798
1995-05-01 2.4633873062161897
1995-06-01 2.4476500079272000
1995-07-01 2.3703030685905400
1995-08-01 2.4010207600521203
1995-09-01 2.4851092094384800
1995-10-01 2.4639365865459504
1995-11-01 2.5617151334176604
1995-12-01 2.5818117370720400
1996-01-01 2.5540882441663100
1996-02-01 2.5570914187122202
1996-03-01 2.5670155489718100
1996-04-01 2.6182564158912203
1996-05-01 2.5664841168342902
1996-06-01 2.5696547173674000
1996-07-01 2.6853750108902300
1996-08-01 2.7144715802246804
1996-09-01 2.7852184182868300
1996-10-01 2.8307759249340500
1996-11-01 2.8496061492081200
1996-12-01 2.8775085998435700
1997-01-01 2.7760053402340000
1997-02-01 2.7378565275215400
1997-03-01 2.7671864891935000
1997-04-01 2.7124490622118900
1997-05-01 2.7718716290285000
1997-06-01 2.7957361087271200
1997-07-01 2.7787457419630700
1997-08-01 2.8107077651727796
1997-09-01 2.7935249998986900
1997-10-01 2.7101887345054902
1997-11-01 2.6624825684908100
1997-12-01 2.7054792685056204
1998-01-01 2.7998644871840095
1998-02-01 2.8190158943430200
1998-03-01 2.9527869061550702
1998-04-01 2.7913617323012400
1998-05-01 2.7804232624795800
1998-06-01 2.7026205972964200
1998-07-01 2.7704837902703900
1998-08-01 2.9224402375815695
1998-09-01 2.7073372636628100
1998-10-01 2.6945382241973100
1998-11-01 2.6660230276422500
1998-12-01 2.6289246577877003
1999-01-01 2.6092118308842203
1999-02-01 2.4139961393318900
1999-03-01 2.5365639518030300
1999-04-01 2.5733893244920500
1999-05-01 2.7894545914482200
1999-06-01 2.6136509210476900
1999-07-01 2.5567283238398700
1999-08-01 2.6160946988776100
1999-09-01 2.5249218227268297
1999-10-01 2.6806358783863704
1999-11-01 2.6666968737530700
1999-12-01 2.6418860031375900
2000-01-01 2.6178438933193800
2000-02-01 2.6867991676986200
2000-03-01 2.5996839630159000
2000-04-01 2.5474980643554600
2000-05-01 2.7963813458189800
2000-06-01 2.8356531765644400
2000-07-01 2.9034082663577205
2000-08-01 2.9838414048833800
2000-09-01 2.8503840700980600
2000-10-01 2.7612969528054303
2000-11-01 2.7527038444090803
2000-12-01 2.7330393587009200
2001-01-01 2.8321588354767900
2001-02-01 2.8614350861199200
2001-03-01 2.9474628637915496
2001-04-01 2.9913504655198800
2001-05-01 2.9071157106007500
2001-06-01 2.9595185047405805
2001-07-01 3.0545274862053500
2001-08-01 3.0259458782589306
2001-09-01 3.1725984172742600
2001-10-01 3.1309149065733100
2001-11-01 3.2183107976988596
2001-12-01 3.1924307243857300
2002-01-01 3.1409856385446604
2002-02-01 3.1405460216710495
2002-03-01 3.1984155319443900
2002-04-01 2.9641842880487297
2002-05-01 3.1223168830530600
2002-06-01 3.0780812765245598
2002-07-01 3.1160908893241900
2002-08-01 3.0690795204811097
2002-09-01 3.0734639207775600
2002-10-01 3.2137784937317400
2002-11-01 3.4018663794618900
2002-12-01 3.2546315340474905
2003-01-01 3.3365376746164500
2003-02-01 3.3243388383389800
2003-03-01 3.3662157644399398
2003-04-01 3.3152839859498195
2003-05-01 3.3314031995516200
2003-06-01 3.3066820554207403
2003-07-01 3.2842156238526297
2003-08-01 3.3291887146623798
2003-09-01 3.3845993430136700
2003-10-01 3.4893824185865500
2003-11-01 3.4923269421664602
2003-12-01 3.5065684968807997
2004-01-01 3.4149959974778996
2004-02-01 3.5148791133822200
2004-03-01 3.4592377570692000
2004-04-01 3.4868638652407300
2004-05-01 3.4374183995995296
2004-06-01 3.3078797535911804
2004-07-01 3.4447936016139002
2004-08-01 3.5812285484793400
2004-09-01 3.4979674224906803
2004-10-01 3.3828899925011804
2004-11-01 3.3914184638977796
2004-12-01 3.4840546658767600
2005-01-01 3.4023484390779600
2005-02-01 3.3202022056821800
2005-03-01 3.3770228895120600
2005-04-01 3.4850922920714300
2005-05-01 3.4325022939174503
2005-06-01 3.5205967378618100
2005-07-01 3.3511650386156000
2005-08-01 3.3469366846813000
2005-09-01 3.5069190837416100
2005-10-01 3.4816092587881804
2005-11-01 3.3937247168498100
2005-12-01 3.3799471900772797
2006-01-01 3.4978799245029903
2006-02-01 3.5136151914687700
2006-03-01 3.4768510502840604
2006-04-01 3.2931264037324900
2006-05-01 3.5216515505466000
2006-06-01 3.4019844106334400
2006-07-01 3.6030012957798903
2006-08-01 3.5765225455437200
2006-09-01 3.6189064826698100
2006-10-01 3.3919491849698500
2006-11-01 3.8660503971036200
2006-12-01 3.8523616375969300
2007-01-01 3.9170121990326000
2007-02-01 3.8042281164845600
2007-03-01 3.7541735322559400
2007-04-01 3.7419041334928000
2007-05-01 3.6911621406970700
2007-06-01 3.9259099344345200
2007-07-01 3.9717527769854395
2007-08-01 3.9168321438526100
2007-09-01 3.8289417325756700
2007-10-01 3.9728737340151700
2007-11-01 3.9669135182493200
2007-12-01 3.9579078369898397
2008-01-01 3.9306002502291500
2008-02-01 4.1107081197810100
2008-03-01 4.1076909158117510
2008-04-01 4.0886094054231600
2008-05-01 4.1468278503841605
2008-06-01 4.1148231300551100
2008-07-01 4.2397503013491100
2008-08-01 4.2636583315910600
2008-09-01 4.2344036090487410
2008-10-01 4.1799214617282200
2008-11-01 4.1685264734379900
2008-12-01 4.2642746578992200
2009-01-01 4.2762723199899400
2009-02-01 4.3282258508853300
2009-03-01 4.3480718877194100
2009-04-01 4.4246270486983700
2009-05-01 4.3895046522903100
2009-06-01 4.4072140361117100
2009-07-01 4.2732226583362210
2009-08-01 4.1339590086837200
2009-09-01 4.4172225758822000
2009-10-01 4.7937643401421400
2009-11-01 4.8716406384234805
2009-12-01 4.8676324111685090
2010-01-01 4.8322331471361210
2010-02-01 4.7559305129713390
2010-03-01 4.6516039775044300
2010-04-01 4.7427533687548710
2010-05-01 4.8287829336548400
2010-06-01 4.7993099101795900
2010-07-01 4.7871247200065600
2010-08-01 4.8106438840903300
2010-09-01 5.1103197579358800
2010-10-01 4.9319467781957990
2010-11-01 4.9136518537526300
2010-12-01 4.9059660499630300
2011-01-01 4.9618188691314410
2011-02-01 4.7004776143733000
2011-03-01 5.1193437972561910
2011-04-01 5.1432020681195700
2011-05-01 5.1854072762487595
2011-06-01 5.2212969746677800
2011-07-01 5.1611924379827700
2011-08-01 5.1281730716768300
2011-09-01 5.3911054483057100
2011-10-01 5.2681381066510300
2011-11-01 5.3438809435552690
2011-12-01 5.3195871681644500
2012-01-01 5.2859261240083500
2012-02-01 5.8306005565744700
2012-03-01 5.3874540770372805
2012-04-01 5.0190599735242100
2012-05-01 5.4892771393323600
2012-06-01 5.5630055245562300
2012-07-01 5.2758540151661790
2012-08-01 5.2060892198861595
2012-09-01 4.8695246545333400
2012-10-01 4.8026754637693500
2012-11-01 4.6844240403143100
2012-12-01 4.6468373928194300
2013-01-01 4.7677373577630400
2013-02-01 5.3838661878889600
2013-03-01 4.7935254865855300
2013-04-01 4.3839369800300405
2013-05-01 4.6620971897473600
2013-06-01 4.5528552598032800
2013-07-01 4.5340982757021000
2013-08-01 4.4715369286529410
2013-09-01 4.4544820814888210
2013-10-01 4.4214656845638400
2013-11-01 4.4059907015283400
2013-12-01 4.3514339080859300
2014-01-01 4.3445078748643300
2014-02-01 4.3243819141025295
2014-03-01 4.3177527745120190
2014-04-01 4.3833112767815600
2014-05-01 4.2233204258869200
2014-06-01 4.1635205116517400
2014-07-01 3.9140851174781800
2014-08-01 4.1967100301894200
2014-09-01 4.2413937406236500
2014-10-01 4.2210447845627100
2014-11-01 4.1980630341122200
2014-12-01 4.2427946779904600
2015-01-01 4.1378396459949000
2015-02-01 4.0624160456631100
2015-03-01 4.0493336575452600
2015-04-01 4.1362702431651700
2015-05-01 3.8723995500517800
2015-06-01 3.8702893494972903
2015-07-01 3.8747942842459600
2015-08-01 3.9251452764386500
2015-09-01 3.9144859800480000
2015-10-01 4.0190950118600000
2015-11-01 3.9860076110564800
2015-12-01 4.0440151926115800
2016-01-01 3.8281171761238397
2016-02-01 4.0014837902229400
2016-03-01 4.0542089995775800
2016-04-01 4.0847507380773900
2016-05-01 4.0067174563990300
2016-06-01 3.9884532352802100
2016-07-01 3.9385877015579200
2016-08-01 3.9944694349425000
2016-09-01 3.8764951804734302
2016-10-01 3.8153260811666203
2016-11-01 3.7733283014817000
2016-12-01 3.7580581052313797
2017-01-01 3.8438893765100097
2017-02-01 3.8273704635625100
2017-03-01 3.8190347858894302
2017-04-01 3.8645091412942700
2017-05-01 3.9279863810886800
2017-06-01 3.9778785716520600
2017-07-01 3.8837215039719997
2017-08-01 3.8467912710078700
2017-09-01 3.8424009870448397
2017-10-01 3.8077868003386004
2017-11-01 3.8604230659375296
2017-12-01 3.7676991880651403
2018-01-01 3.7395305742952300
2018-02-01 3.7377199603560200
2018-03-01 3.8592275317364100
2018-04-01 3.7401274855497000
2018-05-01 3.7354599153196700
2018-06-01 3.6320035881167300
2018-07-01 3.8414985861299700
2018-08-01 3.8247144148701700
2018-09-01 3.8133860422745496
2018-10-01 3.7950053634820895
2018-11-01 3.8477402517226404
2018-12-01 3.8716669982920098
2019-01-01 3.8350604011841805
2019-02-01 3.8344572241325100
2019-03-01 4.0082300642240900
2019-04-01 4.1655344749089600
2019-05-01 3.9396468186912000
2019-06-01 3.9324987007654100
2019-07-01 4.0348799160474900
2019-08-01 3.9234181511612600
2019-09-01 3.9993105609379800
2019-10-01 3.8728516305565600
2019-11-01 3.8360372625650094
2019-12-01 3.8599354498506897
2020-01-01 3.9088430960969600
2020-02-01 4.0162338109624910
2020-03-01 4.0861409456414100
2020-04-01 3.0991071843038700
2020-05-01 3.3334162343506200
2020-06-01 3.4910397058869700
2020-07-01 3.4590116627125798
2020-08-01 3.6158320314276900
2020-09-01 3.6139124296556000
2020-10-01 3.6568003305002006
2020-11-01 3.6327029742869703
2020-12-01 3.6417303944375300
2021-01-01 3.6625329476576503
2021-02-01 3.6700771922422795
2021-03-01 3.4308649325910400
2021-04-01 3.5172328900537700
2021-05-01 4.1388271952802205
2021-06-01 3.9012674870415200
2021-07-01 3.7811275508961200
2021-08-01 4.0572649015316100
2021-09-01 4.1284419218594000
2021-10-01 4.4047478407405300
2021-11-01 4.1950311916119700
2021-12-01 3.9904049517036400
2022-01-01 4.2518704417309600
2022-02-01 4.2379151641501410
2022-03-01 4.1537880999521900
2022-04-01 4.2182562334780400
2022-05-01 4.3354649324423900
2022-06-01 4.3130669650539500
2022-07-01 4.4407320224972300
2022-08-01 4.4015584023640710
2022-09-01 4.4527748504343210
2022-10-01 4.6810528587655710
2022-11-01 4.7514340073566395
2022-12-01 4.9034341492519200
2023-01-01 5.0523105383833800
2023-02-01 5.0021307589758095
2023-03-01 4.8731503726298400
2023-04-01 4.9133516479717810
2023-05-01 4.9330171640187100
2023-06-01 4.9478220547519300
2023-07-01 4.6445475353873100
2023-08-01 4.8539262067765800
2023-09-01 4.8845106300694700
2023-10-01 4.8695473006704000
2023-11-01 4.8357906841252305
2023-12-01 4.8742772678016000
2024-01-01 4.7291006167801000
2024-02-01 4.7788770980886110
2024-03-01 4.7069205019346800
2024-04-01 4.7277669762115595
2024-05-01 4.7289277208072000
2024-06-01 4.7438419674784600
2024-07-01 4.8524951435268610
2024-08-01 4.7634938851049600
2024-09-01 4.7008891444333300
2024-10-01 4.6814681010357700

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