Federal Reserve Economic Data

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

Title All Employees: Education and Health Services: Private Education and Health Services in Tyler, TX (MSA)
Series ID TYLE348EDUH
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 4:28 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 8.500317456989190
1990-02-01 8.595899983763480
1990-03-01 8.476141786150650
1990-04-01 8.479021900199200
1990-05-01 8.443013194906250
1990-06-01 8.410879928384080
1990-07-01 8.555152361712919
1990-08-01 8.657392306849880
1990-09-01 8.650445882978790
1990-10-01 8.786579520269900
1990-11-01 8.817984227678650
1990-12-01 8.821416590899690
1991-01-01 9.110082893102170
1991-02-01 9.212579201860349
1991-03-01 9.172128157489050
1991-04-01 9.180056858795220
1991-05-01 9.251453873627211
1991-06-01 9.305702555160579
1991-07-01 9.144517275078030
1991-08-01 9.158359823523060
1991-09-01 9.038937413882800
1991-10-01 9.281041867033538
1991-11-01 9.308318889085491
1991-12-01 9.216497523114470
1992-01-01 9.216682080218060
1992-02-01 9.126770529913511
1992-03-01 9.057955947471891
1992-04-01 9.291809651227501
1992-05-01 9.371101925423650
1992-06-01 9.402380181591301
1992-07-01 9.342879063035130
1992-08-01 9.366904616979170
1992-09-01 9.315276015917040
1992-10-01 9.277183817979970
1992-11-01 9.287618527152890
1992-12-01 9.406895376309901
1993-01-01 9.527219024017120
1993-02-01 9.549885555374471
1993-03-01 9.651962121782440
1993-04-01 9.705881948491270
1993-05-01 9.690088435316350
1993-06-01 9.797726809178060
1993-07-01 10.045573139424100
1993-08-01 10.074335071865699
1993-09-01 10.087756357775700
1993-10-01 10.070136798572000
1993-11-01 10.063629445544100
1993-12-01 10.096054631142401
1994-01-01 10.032931956771400
1994-02-01 10.059334273015800
1994-03-01 10.253723056001900
1994-04-01 10.222879665551801
1994-05-01 10.206602907384500
1994-06-01 10.302054571224199
1994-07-01 10.458979851068000
1994-08-01 10.377474651177000
1994-09-01 10.569617451399500
1994-10-01 10.767811517498501
1994-11-01 10.829225442024901
1994-12-01 10.680808892874700
1995-01-01 10.640072208114400
1995-02-01 10.755799947672400
1995-03-01 10.764306281361401
1995-04-01 10.734413846610801
1995-05-01 10.811691161729200
1995-06-01 10.917258187926700
1995-07-01 10.783476275567200
1995-08-01 10.874439659645400
1995-09-01 11.072073620451600
1995-10-01 11.063523077287801
1995-11-01 11.202231537187801
1995-12-01 11.463852090361700
1996-01-01 11.334880567983500
1996-02-01 11.333893459776098
1996-03-01 11.383671471945900
1996-04-01 11.544828795694200
1996-05-01 11.707309108290300
1996-06-01 11.831807312670300
1996-07-01 11.922714986877600
1996-08-01 12.066324200538800
1996-09-01 12.171312589915600
1996-10-01 12.364677321179900
1996-11-01 12.472541648911099
1996-12-01 12.640979614904198
1997-01-01 12.933598605826800
1997-02-01 13.125668616812500
1997-03-01 13.211190277291500
1997-04-01 13.349797093678301
1997-05-01 13.495577764889300
1997-06-01 13.545584511536100
1997-07-01 13.770558156703801
1997-08-01 13.848097745498500
1997-09-01 13.773153421312198
1997-10-01 13.769287208158698
1997-11-01 13.964523509902302
1997-12-01 14.021293117508302
1998-01-01 13.711572085365800
1998-02-01 13.802292195297301
1998-03-01 13.709609281588800
1998-04-01 13.747199222395900
1998-05-01 13.796974742374001
1998-06-01 13.470051142814901
1998-07-01 13.486930378536501
1998-08-01 13.639814525207400
1998-09-01 13.585933021498198
1998-10-01 13.785007232032198
1998-11-01 13.786382052257500
1998-12-01 13.816055015810800
1999-01-01 13.794546907928200
1999-02-01 13.575169550396302
1999-03-01 13.579548523265500
1999-04-01 13.645733978276802
1999-05-01 13.602042623186100
1999-06-01 13.689569946634700
1999-07-01 13.687435152800300
1999-08-01 13.744084824571303
1999-09-01 13.893193867364900
1999-10-01 13.789647669918699
1999-11-01 13.820036096508500
1999-12-01 13.925169776335500
2000-01-01 13.874784135252302
2000-02-01 14.050017833379000
2000-03-01 14.339313491007600
2000-04-01 14.258216364395000
2000-05-01 14.312913559938300
2000-06-01 14.196709102296600
2000-07-01 14.378966768058500
2000-08-01 14.558691058602200
2000-09-01 14.584009218387498
2000-10-01 14.597101254176400
2000-11-01 14.655850410834100
2000-12-01 14.542392653235600
2001-01-01 14.862876950673499
2001-02-01 14.924854653886900
2001-03-01 14.994046207752199
2001-04-01 14.971969017285100
2001-05-01 14.915462863776100
2001-06-01 15.100191912843700
2001-07-01 15.166634484917300
2001-08-01 15.072168386245501
2001-09-01 14.989558722193400
2001-10-01 15.298383993091700
2001-11-01 15.397257734312598
2001-12-01 15.474735660410900
2002-01-01 15.536543437512500
2002-02-01 15.598508149095800
2002-03-01 15.647655413130300
2002-04-01 15.683913199269800
2002-05-01 15.822544545876400
2002-06-01 15.802390521821001
2002-07-01 15.946851471684100
2002-08-01 15.984308118934699
2002-09-01 16.100717733225300
2002-10-01 16.200371059116400
2002-11-01 16.224490051268600
2002-12-01 16.306693171061400
2003-01-01 16.418195194797804
2003-02-01 16.574666598493800
2003-03-01 16.615531690063800
2003-04-01 16.583186366225200
2003-05-01 16.720529397188198
2003-06-01 16.808300823469900
2003-07-01 16.940594442739400
2003-08-01 17.284492508340000
2003-09-01 17.232301358085000
2003-10-01 17.191000490905700
2003-11-01 17.238409622713900
2003-12-01 17.333879052956100
2004-01-01 16.693668132099500
2004-02-01 16.764960092296697
2004-03-01 16.902182966525398
2004-04-01 17.173515435137800
2004-05-01 17.126715331243200
2004-06-01 17.210594592749600
2004-07-01 17.237987129924000
2004-08-01 17.281628498387402
2004-09-01 17.264316983131500
2004-10-01 17.382315972471800
2004-11-01 17.431558946568803
2004-12-01 17.540339144796400
2005-01-01 17.784289365166500
2005-02-01 17.772117555946500
2005-03-01 17.905278377090500
2005-04-01 17.852803214209600
2005-05-01 17.827950947322500
2005-06-01 17.919374469235900
2005-07-01 17.937864012629300
2005-08-01 17.966874827108600
2005-09-01 18.199728548560604
2005-10-01 18.067492224568802
2005-11-01 18.116602116009100
2005-12-01 17.932668939930000
2006-01-01 18.078135608196900
2006-02-01 18.194797006801300
2006-03-01 18.129187199408697
2006-04-01 18.232972720539102
2006-05-01 18.229710799978100
2006-06-01 18.229350862628000
2006-07-01 18.225774754629100
2006-08-01 18.354437024959400
2006-09-01 18.327172498668400
2006-10-01 18.449773980590000
2006-11-01 18.495745055883200
2006-12-01 18.511809899792500
2007-01-01 18.681901474139700
2007-02-01 18.730826760501700
2007-03-01 18.775492567850200
2007-04-01 18.711538061834602
2007-05-01 18.712157873530604
2007-06-01 18.843823212686900
2007-07-01 18.812327428064400
2007-08-01 18.739352732091300
2007-09-01 18.751859255998898
2007-10-01 18.724519410243600
2007-11-01 18.883108976635498
2007-12-01 18.987843397298104
2008-01-01 18.787246059179896
2008-02-01 18.864335072710700
2008-03-01 19.031451593664800
2008-04-01 19.094437980422896
2008-05-01 19.193243733405800
2008-06-01 19.257176321033800
2008-07-01 19.492060346434800
2008-08-01 19.822771632370600
2008-09-01 19.769094937192400
2008-10-01 19.899193661217400
2008-11-01 19.969848111393400
2008-12-01 20.161046219496600
2009-01-01 20.105191822412500
2009-02-01 20.100623490265500
2009-03-01 20.089246588343300
2009-04-01 20.176307330421604
2009-05-01 20.266443110709396
2009-06-01 20.269597951016898
2009-07-01 20.372602710542300
2009-08-01 20.409086810760500
2009-09-01 20.382840192599698
2009-10-01 20.382105124649800
2009-11-01 20.365205496396900
2009-12-01 20.437355225251600
2010-01-01 20.627897855745800
2010-02-01 20.619239091774300
2010-03-01 20.734047598616602
2010-04-01 21.159705101440600
2010-05-01 21.146203521842000
2010-06-01 21.180662810279300
2010-07-01 21.063099736519398
2010-08-01 21.104626412123700
2010-09-01 20.978226874924600
2010-10-01 21.273865284486497
2010-11-01 21.249141720566100
2010-12-01 21.314644407267700
2011-01-01 21.560031402217900
2011-02-01 21.429559652495400
2011-03-01 21.365633055686500
2011-04-01 21.451286847057702
2011-05-01 21.334110144403300
2011-06-01 21.385732345282896
2011-07-01 21.579019818289800
2011-08-01 21.601195268965302
2011-09-01 21.560070018049196
2011-10-01 21.772478050960803
2011-11-01 21.819010312352100
2011-12-01 21.786745971502800
2012-01-01 21.690703469244898
2012-02-01 21.732692499341503
2012-03-01 21.678890027287803
2012-04-01 21.658929852019400
2012-05-01 21.748115954147302
2012-06-01 21.797472804456202
2012-07-01 21.907889385575300
2012-08-01 21.799954404458700
2012-09-01 21.713341140389200
2012-10-01 21.674751205411300
2012-11-01 21.568964024865497
2012-12-01 21.543789025386896
2013-01-01 21.940433603053698
2013-02-01 22.148707848990000
2013-03-01 22.287012440483800
2013-04-01 22.486833118230700
2013-05-01 22.469883412725200
2013-06-01 22.414129897075000
2013-07-01 22.350483087578898
2013-08-01 22.288769152651895
2013-09-01 22.444437528628203
2013-10-01 22.368842859398900
2013-11-01 22.403571201268600
2013-12-01 22.377175063065100
2014-01-01 22.504036146582500
2014-02-01 22.473792709501400
2014-03-01 22.487239728869902
2014-04-01 22.533492441153600
2014-05-01 22.504435371066900
2014-06-01 22.518969003841300
2014-07-01 22.496904177325000
2014-08-01 22.583157126581604
2014-09-01 22.461591559302400
2014-10-01 22.551606813604103
2014-11-01 22.639951985268100
2014-12-01 22.608182493979200
2015-01-01 22.672256259401998
2015-02-01 22.513647629698600
2015-03-01 22.495570100844997
2015-04-01 22.481727406638900
2015-05-01 22.433284400395102
2015-06-01 22.605517966179800
2015-07-01 22.937258724784698
2015-08-01 22.876080781852103
2015-09-01 22.992148722639300
2015-10-01 22.925865259503100
2015-11-01 22.889695932694103
2015-12-01 22.935894648749300
2016-01-01 22.739045284195600
2016-02-01 22.858885935259900
2016-03-01 22.904306735183200
2016-04-01 23.029583782717100
2016-05-01 23.165388753714700
2016-06-01 23.088963222183800
2016-07-01 23.142723805378605
2016-08-01 23.475588747499600
2016-09-01 23.438585900450000
2016-10-01 23.395107477121897
2016-11-01 23.560617899873100
2016-12-01 23.576731220107900
2017-01-01 23.712829883746700
2017-02-01 23.896536016928900
2017-03-01 24.020761647006303
2017-04-01 23.877359761087800
2017-05-01 23.872401735228400
2017-06-01 24.171960819757500
2017-07-01 23.923894986441496
2017-08-01 23.984070501279398
2017-09-01 24.123991158697500
2017-10-01 24.265298103286500
2017-11-01 24.357824070474200
2017-12-01 24.345487499797200
2018-01-01 23.942345592667200
2018-02-01 24.095791941533500
2018-03-01 24.107645946108605
2018-04-01 24.310918645525300
2018-05-01 24.279971894094800
2018-06-01 24.352923036223302
2018-07-01 24.286440180587600
2018-08-01 24.308872393910200
2018-09-01 24.347158795760198
2018-10-01 24.344314210497302
2018-11-01 24.395222717132500
2018-12-01 24.556570932876202
2019-01-01 24.227271535496502
2019-02-01 24.271313925176300
2019-03-01 24.384848304108100
2019-04-01 24.423036080854697
2019-05-01 24.477886847763802
2019-06-01 24.448700352153697
2019-07-01 24.648853653395500
2019-08-01 25.031773330859398
2019-09-01 24.792616058417696
2019-10-01 24.149017926091600
2019-11-01 24.153296355909900
2019-12-01 24.098624477147602
2020-01-01 24.678496985202000
2020-02-01 24.523677673933000
2020-03-01 24.544244439614896
2020-04-01 22.395867416380700
2020-05-01 22.777137028329200
2020-06-01 23.150906640343297
2020-07-01 22.922566022879500
2020-08-01 22.959408445231105
2020-09-01 23.049495114438200
2020-10-01 23.574137534380696
2020-11-01 23.718798446455498
2020-12-01 23.760460006877400
2021-01-01 23.797241962981502
2021-02-01 23.750652003316800
2021-03-01 23.700432983814398
2021-04-01 23.680485193303800
2021-05-01 23.471073504905000
2021-06-01 23.553372912479702
2021-07-01 23.624943614864897
2021-08-01 23.677139540820400
2021-09-01 23.489931358174100
2021-10-01 23.908209417656604
2021-11-01 23.865807122891300
2021-12-01 24.023399470307500
2022-01-01 24.032924939903197
2022-02-01 23.985611200600200
2022-03-01 24.163035019875302
2022-04-01 24.037747968390697
2022-05-01 24.174090189543500
2022-06-01 24.242206373515398
2022-07-01 24.547104687371302
2022-08-01 24.691826857875000
2022-09-01 24.924054033129500
2022-10-01 24.738215978112898
2022-11-01 24.895405189988200
2022-12-01 24.773564559057103
2023-01-01 25.493243212343300
2023-02-01 25.742432371271500
2023-03-01 25.838349450263300
2023-04-01 25.999356896815700
2023-05-01 26.072427133971500
2023-06-01 26.128370324536900
2023-07-01 25.875176835383396
2023-08-01 26.100823050954700
2023-09-01 26.243909325457803
2023-10-01 26.369964388272900
2023-11-01 26.513676146025300
2023-12-01 26.497703847753700
2024-01-01 26.570041186417700
2024-02-01 26.714215388558603
2024-03-01 26.723636701012300
2024-04-01 26.959884141597900
2024-05-01 26.965105278284803
2024-06-01 27.113638893234896
2024-07-01 27.098870019789500
2024-08-01 27.205818308692997
2024-09-01 27.152408351820398

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