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 2024-11-01
Last Updated 2024-12-21 5:07 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 8.500317456953360
1990-02-01 8.595899983697680
1990-03-01 8.476141786031281
1990-04-01 8.479021900105080
1990-05-01 8.443013194931380
1990-06-01 8.410879928792450
1990-07-01 8.555152362167540
1990-08-01 8.657392307152200
1990-09-01 8.650445883025860
1990-10-01 8.786579520030191
1990-11-01 8.817984227310179
1990-12-01 8.821416590593211
1991-01-01 9.110082892998540
1991-02-01 9.212579201722600
1991-03-01 9.172128157255461
1991-04-01 9.180056858658640
1991-05-01 9.251453873706160
1991-06-01 9.305702555640250
1991-07-01 9.144517275615302
1991-08-01 9.158359824661170
1991-09-01 9.038937414073500
1991-10-01 9.281041865937000
1991-11-01 9.308318888601750
1991-12-01 9.216497522790020
1992-01-01 9.216682079955900
1992-02-01 9.126770529607699
1992-03-01 9.057955947124760
1992-04-01 9.291809650921380
1992-05-01 9.371101925236829
1992-06-01 9.402380181904679
1992-07-01 9.342879065042961
1992-08-01 9.366904619531990
1992-09-01 9.315276016841220
1992-10-01 9.277183816838890
1992-11-01 9.287618526698200
1992-12-01 9.406895372913109
1993-01-01 9.527219022069840
1993-02-01 9.549885553347940
1993-03-01 9.651962120876780
1993-04-01 9.705881949252270
1993-05-01 9.690088437184220
1993-06-01 9.797726811636391
1993-07-01 10.045573144404500
1993-08-01 10.074335076762699
1993-09-01 10.087756359856801
1993-10-01 10.070136796980000
1993-11-01 10.063629443369400
1993-12-01 10.096054620971500
1994-01-01 10.032931948621100
1994-02-01 10.059334265580100
1994-03-01 10.253723054516099
1994-04-01 10.222879671644300
1994-05-01 10.206602917517600
1994-06-01 10.302054582086900
1994-07-01 10.458979863174500
1994-08-01 10.377474655610500
1994-09-01 10.569617449572900
1994-10-01 10.767811513506802
1994-11-01 10.829225454815301
1994-12-01 10.680808842099001
1995-01-01 10.640072194789800
1995-02-01 10.755799934817901
1995-03-01 10.764306272406900
1995-04-01 10.734413843110401
1995-05-01 10.811691225801100
1995-06-01 10.917258233157598
1995-07-01 10.783476281974900
1995-08-01 10.874439661877900
1995-09-01 11.072073612796400
1995-10-01 11.063523061016000
1995-11-01 11.202231551024301
1995-12-01 11.463851982318700
1996-01-01 11.334880539507900
1996-02-01 11.333893436651199
1996-03-01 11.383671460920201
1996-04-01 11.544828795810900
1996-05-01 11.707309248073699
1996-06-01 11.831807413580599
1996-07-01 11.922715008494698
1996-08-01 12.066324229866100
1996-09-01 12.171312505579401
1996-10-01 12.364677298932400
1996-11-01 12.472541659300198
1996-12-01 12.640979414093600
1997-01-01 12.933598527567801
1997-02-01 13.125668561150801
1997-03-01 13.211190346997002
1997-04-01 13.349797070712302
1997-05-01 13.495577968850201
1997-06-01 13.545584791180100
1997-07-01 13.770558182684601
1997-08-01 13.848097787629600
1997-09-01 13.773153239218600
1997-10-01 13.769287218609200
1997-11-01 13.964523567414698
1997-12-01 14.021292509213099
1998-01-01 13.711572033900600
1998-02-01 13.802292146454100
1998-03-01 13.709609465782401
1998-04-01 13.747199235543500
1998-05-01 13.796975065261199
1998-06-01 13.470051647943000
1998-07-01 13.486930477621000
1998-08-01 13.639814575621300
1998-09-01 13.585932619894400
1998-10-01 13.785007061223400
1998-11-01 13.786381942334199
1998-12-01 13.816053933135800
1999-01-01 13.794546948326600
1999-02-01 13.575169703095801
1999-03-01 13.579549046577199
1999-04-01 13.645734222334500
1999-05-01 13.602043204790800
1999-06-01 13.689570792560101
1999-07-01 13.687435329916198
1999-08-01 13.744084753280600
1999-09-01 13.893193003533100
1999-10-01 13.789646848002200
1999-11-01 13.820035394348800
1999-12-01 13.925168103212900
2000-01-01 13.874784478359802
2000-02-01 14.050018570876501
2000-03-01 14.339314842931800
2000-04-01 14.258217138965001
2000-05-01 14.312914681607600
2000-06-01 14.196710423691199
2000-07-01 14.378967173000401
2000-08-01 14.558690687017200
2000-09-01 14.584007452984600
2000-10-01 14.597099306192900
2000-11-01 14.655847944442700
2000-12-01 14.542388378152301
2001-01-01 14.862879978880999
2001-02-01 14.924857104488100
2001-03-01 14.994048798703801
2001-04-01 14.971970578916200
2001-05-01 14.915464595963900
2001-06-01 15.100193601028400
2001-07-01 15.166634823537800
2001-08-01 15.072167404972598
2001-09-01 14.989555907825801
2001-10-01 15.298380562307802
2001-11-01 15.397253055522200
2001-12-01 15.474728236385400
2002-01-01 15.536550242068500
2002-02-01 15.598512643053802
2002-03-01 15.647659046628098
2002-04-01 15.683915807063300
2002-05-01 15.822546968586900
2002-06-01 15.802392268245999
2002-07-01 15.946851606523800
2002-08-01 15.984306445789098
2002-09-01 16.100713746126700
2002-10-01 16.200366223238000
2002-11-01 16.224483249117400
2002-12-01 16.306682372449200
2003-01-01 16.418206201148200
2003-02-01 16.574673328516700
2003-03-01 16.615536153423800
2003-04-01 16.583189914360197
2003-05-01 16.720532195620300
2003-06-01 16.808302229391998
2003-07-01 16.940594041974600
2003-08-01 17.284490191728597
2003-09-01 17.232296661831600
2003-10-01 17.190994750713300
2003-11-01 17.238401857139100
2003-12-01 17.333867245395800
2004-01-01 16.693680413751000
2004-02-01 16.764967443416200
2004-03-01 16.902187446524700
2004-04-01 17.173519380752300
2004-05-01 17.126718036966500
2004-06-01 17.210595538958398
2004-07-01 17.237986453379200
2004-08-01 17.281626170827302
2004-09-01 17.264312605207802
2004-10-01 17.382310815664198
2004-11-01 17.431551451644097
2004-12-01 17.540327236406600
2005-01-01 17.784302326838100
2005-02-01 17.772125110389897
2005-03-01 17.905282509535400
2005-04-01 17.852806875013100
2005-05-01 17.827953106501898
2005-06-01 17.919374852437100
2005-07-01 17.937863039931198
2005-08-01 17.966872700258900
2005-09-01 18.199725091655500
2005-10-01 18.067488319273600
2005-11-01 18.116596192717700
2005-12-01 17.932659400884700
2006-01-01 18.078145564109400
2006-02-01 18.194802878326897
2006-03-01 18.129190129568396
2006-04-01 18.232975683214100
2006-05-01 18.229712286473200
2006-06-01 18.229350874782103
2006-07-01 18.225773923506800
2006-08-01 18.354435581143900
2006-09-01 18.327170594862302
2006-10-01 18.449771915477500
2006-11-01 18.495741332730397
2006-12-01 18.511802991005500
2007-01-01 18.681907213640198
2007-02-01 18.730830246525397
2007-03-01 18.775494576704100
2007-04-01 18.711540194852500
2007-05-01 18.712158467809300
2007-06-01 18.843823087949300
2007-07-01 18.812327057890500
2007-08-01 18.739352099828800
2007-09-01 18.751859024129000
2007-10-01 18.724518919538898
2007-11-01 18.883107764624300
2007-12-01 18.987840709714600
2008-01-01 18.787246773934200
2008-02-01 18.864335852237300
2008-03-01 19.031451761904800
2008-04-01 19.094437835860700
2008-05-01 19.193242913108300
2008-06-01 19.257176765987300
2008-07-01 19.492061559163400
2008-08-01 19.822772333809100
2008-09-01 19.769097569020900
2008-10-01 19.899194309473800
2008-11-01 19.969848579579200
2008-12-01 20.161046664648500
2009-01-01 20.105191045085302
2009-02-01 20.100621658472700
2009-03-01 20.089243397199198
2009-04-01 20.176302348125300
2009-05-01 20.266437171169800
2009-06-01 20.269594565378000
2009-07-01 20.372619975407602
2009-08-01 20.409085821156500
2009-09-01 20.382843649134198
2009-10-01 20.382106946960400
2009-11-01 20.365210145039900
2009-12-01 20.437359092754200
2010-01-01 20.627895548707100
2010-02-01 20.619237511618900
2010-03-01 20.734046320185100
2010-04-01 21.159662129941100
2010-05-01 21.146201975849900
2010-06-01 21.180663135322600
2010-07-01 21.063138958803100
2010-08-01 21.104626769189000
2010-09-01 20.978233525405802
2010-10-01 21.273869075795396
2010-11-01 21.249150936915000
2010-12-01 21.314652571762604
2011-01-01 21.560026863955198
2011-02-01 21.429552642905602
2011-03-01 21.365624321589102
2011-04-01 21.451193757942000
2011-05-01 21.334108225863500
2011-06-01 21.385743296619900
2011-07-01 21.579097829723302
2011-08-01 21.601212276560698
2011-09-01 21.560082978633197
2011-10-01 21.772477678959900
2011-11-01 21.819014549716897
2011-12-01 21.786756745512100
2012-01-01 21.690703967071600
2012-02-01 21.732693795533300
2012-03-01 21.678883503198600
2012-04-01 21.658766169497800
2012-05-01 21.748102823423700
2012-06-01 21.797434890525800
2012-07-01 21.908068880244002
2012-08-01 21.799969355132102
2012-09-01 21.713351603876400
2012-10-01 21.674736886661000
2012-11-01 21.568957703804397
2012-12-01 21.543824262373700
2013-01-01 21.940496098583196
2013-02-01 22.148772548299200
2013-03-01 22.287021006739202
2013-04-01 22.486611593071604
2013-05-01 22.469777675473498
2013-06-01 22.413897588730100
2013-07-01 22.350585414017700
2013-08-01 22.289113237000798
2013-09-01 22.444313370855497
2013-10-01 22.368760888669700
2013-11-01 22.403583960088100
2013-12-01 22.377381957692000
2014-01-01 22.504349635244400
2014-02-01 22.474016127334600
2014-03-01 22.487265729657196
2014-04-01 22.533182638886700
2014-05-01 22.504215156495500
2014-06-01 22.517309398435398
2014-07-01 22.497096058534100
2014-08-01 22.584126161524300
2014-09-01 22.461714677259998
2014-10-01 22.551780328131600
2014-11-01 22.640118392090603
2014-12-01 22.608444161386300
2015-01-01 22.673778590408897
2015-02-01 22.513738621047303
2015-03-01 22.495221446350000
2015-04-01 22.480833391350604
2015-05-01 22.432187504428100
2015-06-01 22.601785218228898
2015-07-01 22.937344876321500
2015-08-01 22.878283348812700
2015-09-01 22.993450000862600
2015-10-01 22.927145301415200
2015-11-01 22.890466482165298
2015-12-01 22.936364024155303
2016-01-01 22.741808619581900
2016-02-01 22.858832424639600
2016-03-01 22.903018974851500
2016-04-01 23.026949274525400
2016-05-01 23.162373621828900
2016-06-01 23.082159002955297
2016-07-01 23.141225742837700
2016-08-01 23.477965017614302
2016-09-01 23.448379167663198
2016-10-01 23.398551711561900
2016-11-01 23.560574865576700
2016-12-01 23.576784672858300
2017-01-01 23.716864971854000
2017-02-01 23.896371173248600
2017-03-01 24.019184362037300
2017-04-01 23.867721484343200
2017-05-01 23.868597007494900
2017-06-01 24.160062007505303
2017-07-01 23.921222972619400
2017-08-01 23.987496656475898
2017-09-01 24.146545600598900
2017-10-01 24.271775901136103
2017-11-01 24.357009153010200
2017-12-01 24.344775733633800
2018-01-01 23.945793460618702
2018-02-01 24.095197202507200
2018-03-01 24.105308093118400
2018-04-01 24.293317521036800
2018-05-01 24.275133539667500
2018-06-01 24.335989917750503
2018-07-01 24.281921976449700
2018-08-01 24.311386378277500
2018-09-01 24.391307181397500
2018-10-01 24.352009271670397
2018-11-01 24.392349222121800
2018-12-01 24.554037268380103
2019-01-01 24.229091327948197
2019-02-01 24.269302614594803
2019-03-01 24.381383110415200
2019-04-01 24.397843530144300
2019-05-01 24.472704167440800
2019-06-01 24.428669659334897
2019-07-01 24.642740317183600
2019-08-01 25.031560042228303
2019-09-01 24.863980857752200
2019-10-01 24.153952091407900
2019-11-01 24.148005718269300
2019-12-01 24.094039746938897
2020-01-01 24.676818067834500
2020-02-01 24.519261648470202
2020-03-01 24.538493927809400
2020-04-01 22.371062498076500
2020-05-01 22.771472335444496
2020-06-01 23.133137187420000
2020-07-01 22.914259285258698
2020-08-01 22.957029406975700
2020-09-01 23.137331126595697
2020-10-01 23.575102576583400
2020-11-01 23.709911560498000
2020-12-01 23.752887306182900
2021-01-01 23.791672659587000
2021-02-01 23.743838462604497
2021-03-01 23.693578284542102
2021-04-01 23.654697739395200
2021-05-01 23.466638314741200
2021-06-01 23.538621869241200
2021-07-01 23.616783659979000
2021-08-01 23.676644710864600
2021-09-01 23.588918327389003
2021-10-01 23.901868204048400
2021-11-01 23.853700801258900
2021-12-01 24.013978468112697
2022-01-01 24.023734958990502
2022-02-01 23.976338722547304
2022-03-01 24.154377882444200
2022-04-01 24.017429292538900
2022-05-01 24.169217160403200
2022-06-01 24.232283733092604
2022-07-01 24.540317525841900
2022-08-01 24.696135500729397
2022-09-01 25.024420175983302
2022-10-01 24.729497577314600
2022-11-01 24.880492544188900
2022-12-01 24.762158511245500
2023-01-01 25.481126179910802
2023-02-01 25.730272730596102
2023-03-01 25.827615414031800
2023-04-01 25.983721697586898
2023-05-01 26.066700995510896
2023-06-01 26.122730851503100
2023-07-01 25.870990749004400
2023-08-01 26.110432257287396
2023-09-01 26.338394420356003
2023-10-01 26.361823323424100
2023-11-01 26.496469699624300
2023-12-01 26.484865332115200
2024-01-01 26.555994660841100
2024-02-01 26.699941516518603
2024-03-01 26.710927701112900
2024-04-01 26.949463534476600
2024-05-01 26.957762606232000
2024-06-01 27.112619631629200
2024-07-01 27.096626868305503
2024-08-01 27.221806946216898
2024-09-01 27.234471625861300
2024-10-01 27.393336384120197
2024-11-01 27.505245298046304

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