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 2024-12-01
Last Updated 2025-01-29 5:02 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 8.500317456976060
1990-02-01 8.595899983739361
1990-03-01 8.476141786106900
1990-04-01 8.479021900164701
1990-05-01 8.443013194915470
1990-06-01 8.410879928533760
1990-07-01 8.555152361879540
1990-08-01 8.657392306960690
1990-09-01 8.650445882996040
1990-10-01 8.786579520182040
1990-11-01 8.817984227543590
1990-12-01 8.821416590787360
1991-01-01 9.110082893064188
1991-02-01 9.212579201809860
1991-03-01 9.172128157403439
1991-04-01 9.180056858745160
1991-05-01 9.251453873656150
1991-06-01 9.305702555336390
1991-07-01 9.144517275274950
1991-08-01 9.158359823940200
1991-09-01 9.038937413952690
1991-10-01 9.281041866631640
1991-11-01 9.308318888908190
1991-12-01 9.216497522995551
1992-01-01 9.216682080121980
1992-02-01 9.126770529801430
1992-03-01 9.057955947344660
1992-04-01 9.291809651115310
1992-05-01 9.371101925355179
1992-06-01 9.402380181706160
1992-07-01 9.342879063771030
1992-08-01 9.366904617914820
1992-09-01 9.315276016255769
1992-10-01 9.277183817561740
1992-11-01 9.287618526986240
1992-12-01 9.406895375064911
1993-01-01 9.527219023303410
1993-02-01 9.549885554631722
1993-03-01 9.651962121450510
1993-04-01 9.705881948770198
1993-05-01 9.690088436000961
1993-06-01 9.797726810079080
1993-07-01 10.045573141249500
1993-08-01 10.074335073660500
1993-09-01 10.087756358538400
1993-10-01 10.070136797988600
1993-11-01 10.063629444746999
1993-12-01 10.096054627414599
1994-01-01 10.032931953784198
1994-02-01 10.059334270290499
1994-03-01 10.253723055457302
1994-04-01 10.222879667784900
1994-05-01 10.206602911098500
1994-06-01 10.302054575205599
1994-07-01 10.458979855505200
1994-08-01 10.377474652801801
1994-09-01 10.569617450729900
1994-10-01 10.767811516035302
1994-11-01 10.829225446713000
1994-12-01 10.680808874264400
1995-01-01 10.640072203230700
1995-02-01 10.755799942961000
1995-03-01 10.764306278079500
1995-04-01 10.734413845328000
1995-05-01 10.811691185213000
1995-06-01 10.917258204504900
1995-07-01 10.783476277915401
1995-08-01 10.874439660463400
1995-09-01 11.072073617645400
1995-10-01 11.063523071323500
1995-11-01 11.202231542259500
1995-12-01 11.463852050762000
1996-01-01 11.334880557546999
1996-02-01 11.333893451300700
1996-03-01 11.383671467905100
1996-04-01 11.544828795737200
1996-05-01 11.707309159523598
1996-06-01 11.831807349656000
1996-07-01 11.922714994800300
1996-08-01 12.066324211287801
1996-09-01 12.171312559001802
1996-10-01 12.364677313025698
1996-11-01 12.472541652720000
1996-12-01 12.640979541303999
1997-01-01 12.933598577144700
1997-02-01 13.125668596412599
1997-03-01 13.211190302841000
1997-04-01 13.349797085259599
1997-05-01 13.495577839643099
1997-06-01 13.545584614030302
1997-07-01 13.770558166226499
1997-08-01 13.848097760943100
1997-09-01 13.773153354567700
1997-10-01 13.769287211991001
1997-11-01 13.964523530983200
1997-12-01 14.021292894552000
1998-01-01 13.711572066497100
1998-02-01 13.802292177392800
1998-03-01 13.709609349105900
1998-04-01 13.747199227225803
1998-05-01 13.796974860711698
1998-06-01 13.470051327965100
1998-07-01 13.486930414857099
1998-08-01 13.639814543686800
1998-09-01 13.585932874286401
1998-10-01 13.785007169428301
1998-11-01 13.786382011966800
1998-12-01 13.816054618970000
1999-01-01 13.794546922710099
1999-02-01 13.575169606353200
1999-03-01 13.579548715093400
1999-04-01 13.645734067778900
1999-05-01 13.602042836377300
1999-06-01 13.689570256724400
1999-07-01 13.687435217714200
1999-08-01 13.744084798414600
1999-09-01 13.893193550691100
1999-10-01 13.789647368628499
1999-11-01 13.820035839131599
1999-12-01 13.925169163107600
2000-01-01 13.874784261032500
2000-02-01 14.050018103542499
2000-03-01 14.339313986567600
2000-04-01 14.258216648582499
2000-05-01 14.312913971043000
2000-06-01 14.196709586661100
2000-07-01 14.378966916511299
2000-08-01 14.558690922406099
2000-09-01 14.584008570983200
2000-10-01 14.597100540168800
2000-11-01 14.655849506817601
2000-12-01 14.542391086346099
2001-01-01 14.862878060659002
2001-02-01 14.924855551815698
2001-03-01 14.994047157472401
2001-04-01 14.971969590276899
2001-05-01 14.915463498594400
2001-06-01 15.100192531648600
2001-07-01 15.166634609101800
2001-08-01 15.072168026649100
2001-09-01 14.989557690115099
2001-10-01 15.298382735636801
2001-11-01 15.397256019246301
2001-12-01 15.474732939016500
2002-01-01 15.536545932417100
2002-02-01 15.598509795257002
2002-03-01 15.647656744961697
2002-04-01 15.683914155640600
2002-05-01 15.822545433511300
2002-06-01 15.802391162101099
2002-07-01 15.946851521804800
2002-08-01 15.984307506568500
2002-09-01 16.100716272540900
2002-10-01 16.200369287067000
2002-11-01 16.224487557487600
2002-12-01 16.306689209640000
2003-01-01 16.418199229873398
2003-02-01 16.574669062072000
2003-03-01 16.615533325997400
2003-04-01 16.583187667304898
2003-05-01 16.720530423062000
2003-06-01 16.808301340196500
2003-07-01 16.940594299054800
2003-08-01 17.284491663763300
2003-09-01 17.232299641604600
2003-10-01 17.190998387965400
2003-11-01 17.238406772277300
2003-12-01 17.333874713066700
2004-01-01 16.693672630028402
2004-02-01 16.764962778963900
2004-03-01 16.902184608715597
2004-04-01 17.173516883892600
2004-05-01 17.126716327090900
2004-06-01 17.210594947696300
2004-07-01 17.237986895665700
2004-08-01 17.281627662483803
2004-09-01 17.264315392665402
2004-10-01 17.382314085252600
2004-11-01 17.431556173421800
2004-12-01 17.540334744166300
2005-01-01 17.784294066071400
2005-02-01 17.772120321471697
2005-03-01 17.905279902931800
2005-04-01 17.852804559839200
2005-05-01 17.827951735167698
2005-06-01 17.919374623787800
2005-07-01 17.937863709871900
2005-08-01 17.966874121365400
2005-09-01 18.199727415062600
2005-10-01 18.067490886074800
2005-11-01 18.116599888905700
2005-12-01 17.932665190752600
2006-01-01 18.078139006735398
2006-02-01 18.194799060835603
2006-03-01 18.129188294103397
2006-04-01 18.232973881052100
2006-05-01 18.229711398606000
2006-06-01 18.229350917905200
2006-07-01 18.225774606142200
2006-08-01 18.354436747128100
2006-09-01 18.327172250269000
2006-10-01 18.449773509517100
2006-11-01 18.495743490918800
2006-12-01 18.511806616581800
2007-01-01 18.681902782932000
2007-02-01 18.730827569520603
2007-03-01 18.775493461536500
2007-04-01 18.711539817337100
2007-05-01 18.712158078766700
2007-06-01 18.843822922765103
2007-07-01 18.812327387623500
2007-08-01 18.739353021357300
2007-09-01 18.751859951816800
2007-10-01 18.724519937514600
2007-11-01 18.883108920994300
2007-12-01 18.987842380811202
2008-01-01 18.787240668576104
2008-02-01 18.864335944697700
2008-03-01 19.031452972753698
2008-04-01 19.094440293551300
2008-05-01 19.193243419898000
2008-06-01 19.257175767288600
2008-07-01 19.492060121790498
2008-08-01 19.822771845483500
2008-09-01 19.769098067028400
2008-10-01 19.899194999400400
2008-11-01 19.969849316817104
2008-12-01 20.161046980716800
2009-01-01 20.105180277503102
2009-02-01 20.100624856169800
2009-03-01 20.089248122797700
2009-04-01 20.176309956584300
2009-05-01 20.266442406020600
2009-06-01 20.269597992978000
2009-07-01 20.372599476459000
2009-08-01 20.409088293338400
2009-09-01 20.382846026481400
2009-10-01 20.382106447659897
2009-11-01 20.365208261359800
2009-12-01 20.437356606084197
2010-01-01 20.627879630748400
2010-02-01 20.619242733050000
2010-03-01 20.734054753918000
2010-04-01 21.159702008313600
2010-05-01 21.146208327759400
2010-06-01 21.180664630079300
2010-07-01 21.063090101138698
2010-08-01 21.104625195456602
2010-09-01 20.978233714232400
2010-10-01 21.273866114762800
2010-11-01 21.249144401518300
2010-12-01 21.314643441418397
2011-01-01 21.560009688472100
2011-02-01 21.429565096547602
2011-03-01 21.365651721975800
2011-04-01 21.451287334033300
2011-05-01 21.334126803360200
2011-06-01 21.385733981153700
2011-07-01 21.578994834623200
2011-08-01 21.601182720959898
2011-09-01 21.560074860305300
2011-10-01 21.772486477519998
2011-11-01 21.819017078912697
2011-12-01 21.786734845051200
2012-01-01 21.690672278272300
2012-02-01 21.732686808920803
2012-03-01 21.678893773284802
2012-04-01 21.658913798358697
2012-05-01 21.748259705174103
2012-06-01 21.797508197817002
2012-07-01 21.907742685247502
2012-08-01 21.799969252523000
2012-09-01 21.713368030431600
2012-10-01 21.674772098697500
2012-11-01 21.568966785738800
2012-12-01 21.543745891986700
2013-01-01 21.940354033466000
2013-02-01 22.148634561729196
2013-03-01 22.286971590950000
2013-04-01 22.486822826815300
2013-05-01 22.470211293609800
2013-06-01 22.414270340722197
2013-07-01 22.350280046336900
2013-08-01 22.288723673370900
2013-09-01 22.444521959435300
2013-10-01 22.368909553738900
2013-11-01 22.403608978255600
2013-12-01 22.377099129515802
2014-01-01 22.503872415231700
2014-02-01 22.473624459057003
2014-03-01 22.487068998318500
2014-04-01 22.533276113645200
2014-05-01 22.504557479308300
2014-06-01 22.519809658293300
2014-07-01 22.496437541788396
2014-08-01 22.583125165918798
2014-09-01 22.461953468803202
2014-10-01 22.551961821731100
2014-11-01 22.640237566997700
2014-12-01 22.608375813399400
2015-01-01 22.671323231159100
2015-02-01 22.513513437600302
2015-03-01 22.495106292462502
2015-04-01 22.480940528620100
2015-05-01 22.432603655018802
2015-06-01 22.606776986544300
2015-07-01 22.936766450234900
2015-08-01 22.876513047241100
2015-09-01 22.993425306556200
2015-10-01 22.927033092520197
2015-11-01 22.890429906881200
2015-12-01 22.936562076411100
2016-01-01 22.737290920479500
2016-02-01 22.858730580868200
2016-03-01 22.902957469451800
2016-04-01 23.027237995738897
2016-05-01 23.163168922398200
2016-06-01 23.090012010794702
2016-07-01 23.141125040622804
2016-08-01 23.475840081994800
2016-09-01 23.447849342720104
2016-10-01 23.395631597406897
2016-11-01 23.561238436436700
2016-12-01 23.577781811105600
2017-01-01 23.709910505340900
2017-02-01 23.896712277741700
2017-03-01 24.019550724822302
2017-04-01 23.868051786825400
2017-05-01 23.869613492018200
2017-06-01 24.171739122968300
2017-07-01 23.921625408594604
2017-08-01 23.984562807412800
2017-09-01 24.145031739690200
2017-10-01 24.265292379179800
2017-11-01 24.357871127618605
2017-12-01 24.346332459019000
2018-01-01 23.938927888310400
2018-02-01 24.096257336189500
2018-03-01 24.106365865207300
2018-04-01 24.293754272112302
2018-05-01 24.275973569450898
2018-06-01 24.350468436647800
2018-07-01 24.282125231968003
2018-08-01 24.307766973537700
2018-09-01 24.387992327820200
2018-10-01 24.341676833654700
2018-11-01 24.393403313304600
2018-12-01 24.556646584569800
2019-01-01 24.223630877064000
2019-02-01 24.272416171861200
2019-03-01 24.384054634097300
2019-04-01 24.398565802707200
2019-05-01 24.473095952175500
2019-06-01 24.443072148561200
2019-07-01 24.641981993545198
2019-08-01 25.026469172540900
2019-09-01 24.858377575410700
2019-10-01 24.141838644546198
2019-11-01 24.147082438298103
2019-12-01 24.096638794512895
2020-01-01 24.674966872658500
2020-02-01 24.532451146872397
2020-03-01 24.539652060075603
2020-04-01 22.371146745109700
2020-05-01 22.771914212463898
2020-06-01 23.144569879570497
2020-07-01 22.907910682475500
2020-08-01 22.952349529821900
2020-09-01 23.130969509360600
2020-10-01 23.561842263878397
2020-11-01 23.707602589810600
2020-12-01 23.756233854850503
2021-01-01 23.794422277670100
2021-02-01 23.767203320187500
2021-03-01 23.693888831740200
2021-04-01 23.654007936888103
2021-05-01 23.466295537450600
2021-06-01 23.546780987056497
2021-07-01 23.603001617831100
2021-08-01 23.670756301676803
2021-09-01 23.581730385315698
2021-10-01 23.889321130316600
2021-11-01 23.848022870383000
2021-12-01 24.019821571089600
2022-01-01 24.032208683548397
2022-02-01 24.010415801083496
2022-03-01 24.153897677814900
2022-04-01 24.016217820080500
2022-05-01 24.167545216862003
2022-06-01 24.235228954094897
2022-07-01 24.517288597568900
2022-08-01 24.688675067348900
2022-09-01 25.015958546230397
2022-10-01 24.717577551932802
2022-11-01 24.871849894310103
2022-12-01 24.777956556048302
2023-01-01 25.494322224285003
2023-02-01 25.771646610750200
2023-03-01 25.828327269065102
2023-04-01 25.982298475754398
2023-05-01 26.062569937102500
2023-06-01 26.118697918018700
2023-07-01 25.840927102633000
2023-08-01 26.099942866312900
2023-09-01 26.328377745389700
2023-10-01 26.350116308902802
2023-11-01 26.483319624923702
2023-12-01 26.516332075288400
2024-01-01 26.572176008920103
2024-02-01 26.747910894146900
2024-03-01 26.710551962526400
2024-04-01 26.947118968935500
2024-05-01 26.951657618758396
2024-06-01 27.102114018092198
2024-07-01 27.059003709151302
2024-08-01 27.209008134232600
2024-09-01 27.223073913931497
2024-10-01 27.379703209372302
2024-11-01 27.489904940066600
2024-12-01 27.452885031938600

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