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 2024-10-01
Last Updated 2024-11-20 4:41 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 8.500317456950160
1990-02-01 8.595899983691800
1990-03-01 8.476141786020610
1990-04-01 8.479021900096670
1990-05-01 8.443013194933630
1990-06-01 8.410879928828940
1990-07-01 8.555152362208169
1990-08-01 8.657392307179220
1990-09-01 8.650445883030060
1990-10-01 8.786579520008768
1990-11-01 8.817984227277250
1990-12-01 8.821416590565830
1991-01-01 9.110082892989270
1991-02-01 9.212579201710290
1991-03-01 9.172128157234590
1991-04-01 9.180056858646429
1991-05-01 9.251453873713212
1991-06-01 9.305702555683110
1991-07-01 9.144517275663310
1991-08-01 9.158359824762881
1991-09-01 9.038937414090539
1991-10-01 9.281041865839020
1991-11-01 9.308318888558530
1991-12-01 9.216497522761030
1992-01-01 9.216682079932470
1992-02-01 9.126770529580370
1992-03-01 9.057955947093730
1992-04-01 9.291809650894029
1992-05-01 9.371101925220131
1992-06-01 9.402380181932680
1992-07-01 9.342879065222391
1992-08-01 9.366904619760100
1992-09-01 9.315276016923810
1992-10-01 9.277183816736920
1992-11-01 9.287618526657571
1992-12-01 9.406895372609580
1993-01-01 9.527219021895831
1993-02-01 9.549885553166849
1993-03-01 9.651962120795840
1993-04-01 9.705881949320270
1993-05-01 9.690088437351120
1993-06-01 9.797726811856060
1993-07-01 10.045573144849600
1993-08-01 10.074335077200300
1993-09-01 10.087756360042700
1993-10-01 10.070136796837800
1993-11-01 10.063629443175000
1993-12-01 10.096054620062699
1994-01-01 10.032931947892800
1994-02-01 10.059334264915698
1994-03-01 10.253723054383300
1994-04-01 10.222879672188700
1994-05-01 10.206602918423000
1994-06-01 10.302054583057599
1994-07-01 10.458979864256301
1994-08-01 10.377474656006699
1994-09-01 10.569617449409801
1994-10-01 10.767811513150100
1994-11-01 10.829225455958099
1994-12-01 10.680808837561800
1995-01-01 10.640072193599100
1995-02-01 10.755799933669200
1995-03-01 10.764306271606600
1995-04-01 10.734413842797600
1995-05-01 10.811691231526401
1995-06-01 10.917258237199302
1995-07-01 10.783476282547600
1995-08-01 10.874439662077501
1995-09-01 11.072073612112500
1995-10-01 11.063523059562100
1995-11-01 11.202231552260600
1995-12-01 11.463851972664001
1996-01-01 11.334880536963198
1996-02-01 11.333893434584600
1996-03-01 11.383671459934900
1996-04-01 11.544828795821301
1996-05-01 11.707309260564600
1996-06-01 11.831807422597802
1996-07-01 11.922715010426600
1996-08-01 12.066324232486698
1996-09-01 12.171312498044400
1996-10-01 12.364677296944500
1996-11-01 12.472541660228200
1996-12-01 12.640979396149001
1997-01-01 12.933598520574100
1997-02-01 13.125668556176400
1997-03-01 13.211190353225200
1997-04-01 13.349797068660400
1997-05-01 13.495577987076400
1997-06-01 13.545584816169100
1997-07-01 13.770558185006400
1997-08-01 13.848097791394000
1997-09-01 13.773153222949100
1997-10-01 13.769287219542802
1997-11-01 13.964523572553100
1997-12-01 14.021292454856400
1998-01-01 13.711572029301600
1998-02-01 13.802292142089000
1998-03-01 13.709609482239498
1998-04-01 13.747199236716100
1998-05-01 13.796975094119402
1998-06-01 13.470051693078599
1998-07-01 13.486930486474000
1998-08-01 13.639814580125300
1998-09-01 13.585932584013600
1998-10-01 13.785007045959500
1998-11-01 13.786381932510700
1998-12-01 13.816053836390600
1999-01-01 13.794546951938400
1999-02-01 13.575169716740700
1999-03-01 13.579549093334300
1999-04-01 13.645734244135001
1999-05-01 13.602043256768301
1999-06-01 13.689570868144200
1999-07-01 13.687435345742200
1999-08-01 13.744084746912598
1999-09-01 13.893192926356000
1999-10-01 13.789646774561200
1999-11-01 13.820035331606000
1999-12-01 13.925167953702600
2000-01-01 13.874784509014500
2000-02-01 14.050018636793599
2000-03-01 14.339314963728200
2000-04-01 14.258217208140199
2000-05-01 14.312914781854100
2000-06-01 14.196710541761401
2000-07-01 14.378967209179200
2000-08-01 14.558690653811400
2000-09-01 14.584007295280800
2000-10-01 14.597099132125000
2000-11-01 14.655847724051400
2000-12-01 14.542387996133900
2001-01-01 14.862880249465300
2001-02-01 14.924857323501800
2001-03-01 14.994049030216100
2001-04-01 14.971970718380499
2001-05-01 14.915464750774401
2001-06-01 15.100193751874300
2001-07-01 15.166634853784402
2001-08-01 15.072167317275800
2001-09-01 14.989555656408598
2001-10-01 15.298380255729000
2001-11-01 15.397252637449400
2001-12-01 15.474727573025902
2002-01-01 15.536550849992098
2002-02-01 15.598513044753599
2002-03-01 15.647659371321499
2002-04-01 15.683916040055400
2002-05-01 15.822547185184200
2002-06-01 15.802392424309199
2002-07-01 15.946851618476400
2002-08-01 15.984306296107100
2002-09-01 16.100713389600000
2002-10-01 16.200365790904900
2002-11-01 16.224482641318200
2002-12-01 16.306681408061600
2003-01-01 16.418207184673600
2003-02-01 16.574673930516100
2003-03-01 16.615536552309300
2003-04-01 16.583190231336300
2003-05-01 16.720532445713502
2003-06-01 16.808302354916800
2003-07-01 16.940594005776300
2003-08-01 17.284489984061000
2003-09-01 17.232296241096900
2003-10-01 17.190994237072300
2003-11-01 17.238401163450400
2003-12-01 17.333866192108200
2004-01-01 16.693681512205902
2004-02-01 16.764968101990800
2004-03-01 16.902187847017903
2004-04-01 17.173519732830300
2004-05-01 17.126718278127800
2004-06-01 17.210595622753500
2004-07-01 17.237986391331000
2004-08-01 17.281625960742100
2004-09-01 17.264312212100900
2004-10-01 17.382310353970600
2004-11-01 17.431550782864598
2004-12-01 17.540326175297700
2005-01-01 17.784303497539100
2005-02-01 17.772125784328200
2005-03-01 17.905282875251700
2005-04-01 17.852807198744400
2005-05-01 17.827953297252300
2005-06-01 17.919374884762700
2005-07-01 17.937862949612697
2005-08-01 17.966872507866600
2005-09-01 18.199724778071400
2005-10-01 18.067487968538700
2005-11-01 18.116595667519398
2005-12-01 17.932658558957300
2006-01-01 18.078146481243397
2006-02-01 18.194803398119000
2006-03-01 18.129190380454700
2006-04-01 18.232975937831900
2006-05-01 18.229712415831102
2006-06-01 18.229350876380398
2006-07-01 18.225773845377102
2006-08-01 18.354435444396103
2006-09-01 18.327170406637100
2006-10-01 18.449771718081102
2006-11-01 18.495741000829900
2006-12-01 18.511802394547600
2007-01-01 18.681907790030300
2007-02-01 18.730830586342602
2007-03-01 18.775494731791700
2007-04-01 18.711540362881202
2007-05-01 18.712158539927604
2007-06-01 18.843823075335802
2007-07-01 18.812327003791300
2007-08-01 18.739352021262103
2007-09-01 18.751858945026697
2007-10-01 18.724518839692898
2007-11-01 18.883107613581000
2007-12-01 18.987840424028200
2008-01-01 18.787246964245000
2008-02-01 18.864335997858600
2008-03-01 19.031451846606900
2008-04-01 19.094437926244300
2008-05-01 19.193242952673103
2008-06-01 19.257176772181400
2008-07-01 19.492061549132398
2008-08-01 19.822772301443200
2008-09-01 19.769097559868300
2008-10-01 19.899194309084603
2008-11-01 19.969848492360200
2008-12-01 20.161046451756900
2009-01-01 20.105191116381000
2009-02-01 20.100621728457600
2009-03-01 20.089243450233000
2009-04-01 20.176302388488000
2009-05-01 20.266437197063198
2009-06-01 20.269594579304602
2009-07-01 20.372619984454900
2009-08-01 20.409085805090400
2009-09-01 20.382843666641700
2009-10-01 20.382106964230100
2009-11-01 20.365210094137800
2009-12-01 20.437358953119897
2010-01-01 20.627895579987200
2010-02-01 20.619237530810498
2010-03-01 20.734046331777197
2010-04-01 21.159662174373000
2010-05-01 21.146201992191898
2010-06-01 21.180663150485000
2010-07-01 21.063138978640000
2010-08-01 21.104626764777800
2010-09-01 20.978233540037000
2010-10-01 21.273869080301500
2010-11-01 21.249150905400300
2010-12-01 21.314652474855400
2011-01-01 21.560026874719400
2011-02-01 21.429552645136102
2011-03-01 21.365624313784803
2011-04-01 21.451193819516998
2011-05-01 21.334108238965600
2011-06-01 21.385743313447200
2011-07-01 21.579097852949400
2011-08-01 21.601212271517100
2011-09-01 21.560082972443197
2011-10-01 21.772477655584503
2011-11-01 21.819014535831197
2011-12-01 21.786756705870300
2012-01-01 21.690703961176800
2012-02-01 21.732693787227300
2012-03-01 21.678883498451600
2012-04-01 21.658766266772000
2012-05-01 21.748102774196898
2012-06-01 21.797434850446802
2012-07-01 21.908069081579200
2012-08-01 21.799969269490000
2012-09-01 21.713351542421798
2012-10-01 21.674736850271900
2012-11-01 21.568957696721803
2012-12-01 21.543824256858200
2013-01-01 21.940496076030602
2013-02-01 22.148772558526300
2013-03-01 22.287021051023697
2013-04-01 22.486611714018900
2013-05-01 22.469777571117500
2013-06-01 22.413897547178603
2013-07-01 22.350585933459700
2013-08-01 22.289112621282396
2013-09-01 22.444313413215500
2013-10-01 22.368760920646200
2013-11-01 22.403583940923300
2013-12-01 22.377381896890302
2014-01-01 22.504349568042198
2014-02-01 22.474016135165300
2014-03-01 22.487265871543100
2014-04-01 22.533182955477100
2014-05-01 22.504215298314200
2014-06-01 22.517309129152800
2014-07-01 22.497097013490702
2014-08-01 22.584124936082700
2014-09-01 22.461714630535700
2014-10-01 22.551780271972298
2014-11-01 22.640118337999002
2014-12-01 22.608444068661800
2015-01-01 22.673777932735600
2015-02-01 22.513738761134800
2015-03-01 22.495221963618400
2015-04-01 22.480834258536202
2015-05-01 22.432188434622102
2015-06-01 22.601785107164000
2015-07-01 22.937346039878303
2015-08-01 22.878281179791603
2015-09-01 22.993449431346804
2015-10-01 22.927144784246202
2015-11-01 22.890466204329200
2015-12-01 22.936363783188800
2016-01-01 22.741807212218298
2016-02-01 22.858832536440100
2016-03-01 22.903020273840000
2016-04-01 23.026951541115103
2016-05-01 23.162375826867102
2016-06-01 23.082159470170100
2016-07-01 23.141228217166000
2016-08-01 23.477963656923900
2016-09-01 23.448370910733900
2016-10-01 23.398552959420900
2016-11-01 23.560574845879604
2016-12-01 23.576784121834997
2017-01-01 23.716860801676003
2017-02-01 23.896370984223700
2017-03-01 24.019185580538000
2017-04-01 23.867731098412300
2017-05-01 23.868601398369000
2017-06-01 24.160064104648600
2017-07-01 23.921225966486300
2017-08-01 23.987494003079300
2017-09-01 24.146527452549500
2017-10-01 24.271780268977200
2017-11-01 24.357013091265102
2017-12-01 24.344777380856300
2018-01-01 23.945785098570500
2018-02-01 24.095189389384302
2018-03-01 24.105296498079600
2018-04-01 24.293325229285102
2018-05-01 24.275143792208300
2018-06-01 24.336009516171302
2018-07-01 24.281943960036898
2018-08-01 24.311393280081802
2018-09-01 24.391277432877196
2018-10-01 24.352008591868000
2018-11-01 24.392351063825497
2018-12-01 24.554039256898900
2019-01-01 24.229072685688600
2019-02-01 24.269274632107300
2019-03-01 24.381339433060898
2019-04-01 24.397838009722200
2019-05-01 24.472726740455700
2019-06-01 24.428737730944300
2019-07-01 24.642828808786398
2019-08-01 25.031625638341303
2019-09-01 24.863864200147100
2019-10-01 24.153948276198896
2019-11-01 24.147992355632200
2019-12-01 24.094050503764800
2020-01-01 24.676744334154200
2020-02-01 24.519161334577300
2020-03-01 24.538425423032603
2020-04-01 22.371066416072100
2020-05-01 22.771488572614498
2020-06-01 23.133145918053700
2020-07-01 22.914899281604600
2020-08-01 22.956952633201400
2020-09-01 23.137008091549802
2020-10-01 23.575048113116303
2020-11-01 23.709881003323000
2020-12-01 23.752908461921898
2021-01-01 23.791584369601100
2021-02-01 23.743711755186300
2021-03-01 23.693481667424898
2021-04-01 23.654684427134600
2021-05-01 23.466634757900600
2021-06-01 23.538586035762300
2021-07-01 23.618071443198300
2021-08-01 23.676484004425898
2021-09-01 23.588372073919896
2021-10-01 23.901631990748896
2021-11-01 23.853709822043700
2021-12-01 24.013971868956900
2022-01-01 24.023489161569600
2022-02-01 23.976085194794003
2022-03-01 24.154237217514897
2022-04-01 24.017469979864398
2022-05-01 24.169384716025200
2022-06-01 24.232429612378200
2022-07-01 24.542367963715200
2022-08-01 24.695843185185105
2022-09-01 25.023789684653500
2022-10-01 24.729129067008400
2022-11-01 24.879640188838600
2022-12-01 24.762169601321100
2023-01-01 25.480778068799896
2023-02-01 25.729958592767100
2023-03-01 25.827482222579004
2023-04-01 25.983898129030400
2023-05-01 26.067192800658603
2023-06-01 26.123284470723500
2023-07-01 25.873569144243998
2023-08-01 26.110223933786300
2023-09-01 26.337840991829100
2023-10-01 26.361372270410300
2023-11-01 26.493913257983300
2023-12-01 26.484948738314200
2024-01-01 26.555531250070100
2024-02-01 26.699576847998400
2024-03-01 26.710898845489897
2024-04-01 26.949917744510700
2024-05-01 26.958575782311602
2024-06-01 27.113384203516198
2024-07-01 27.099623025651603
2024-08-01 27.221320839657803
2024-09-01 27.233845685838000
2024-10-01 27.392706330521197

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