Federal Reserve Economic Data

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

Title All Employees: Education and Health Services: Private Education and Health Services in Columbia, SC (MSA)
Series ID COLU945EDUH
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 4:51 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 19.372781037848398
1990-02-01 19.462113086592396
1990-03-01 19.562011518751103
1990-04-01 19.607443536893200
1990-05-01 19.633922536278398
1990-06-01 19.836313992521200
1990-07-01 19.687764485932500
1990-08-01 19.995515915263500
1990-09-01 20.064105297187602
1990-10-01 20.446209891591900
1990-11-01 20.435164485902604
1990-12-01 20.580965050769700
1991-01-01 20.370614406551500
1991-02-01 20.461863058827600
1991-03-01 20.567926076483300
1991-04-01 20.702844564631800
1991-05-01 20.722120555064400
1991-06-01 20.852936569116500
1991-07-01 20.689706533521800
1991-08-01 20.799139599182197
1991-09-01 20.860139352526300
1991-10-01 20.848088351706103
1991-11-01 20.943893802195000
1991-12-01 21.082086010631100
1992-01-01 21.166393858971800
1992-02-01 21.263394003849303
1992-03-01 21.575526611967103
1992-04-01 21.210615368701200
1992-05-01 21.513576240534700
1992-06-01 21.462488072698697
1992-07-01 21.575674742614602
1992-08-01 21.686352881277600
1992-09-01 21.533265427596998
1992-10-01 22.060226621115800
1992-11-01 22.068529052451800
1992-12-01 22.095534141050802
1993-01-01 22.260433274978700
1993-02-01 22.263438330633100
1993-03-01 22.274185925259400
1993-04-01 22.320387233083600
1993-05-01 22.407815274081802
1993-06-01 22.365446670030800
1993-07-01 22.550348728928800
1993-08-01 22.455401440676500
1993-09-01 22.693327481757300
1993-10-01 22.898778834871102
1993-11-01 22.907934802555200
1993-12-01 23.030276383436900
1994-01-01 23.058189686688500
1994-02-01 23.160834054689400
1994-03-01 23.268192627089400
1994-04-01 23.524165726809200
1994-05-01 23.707498393128400
1994-06-01 23.763896850934300
1994-07-01 23.909880819274395
1994-08-01 24.019485328189603
1994-09-01 24.146912179225602
1994-10-01 24.355179704828800
1994-11-01 24.456250434325700
1994-12-01 24.673196679227000
1995-01-01 24.767526393618300
1995-02-01 24.953697563365502
1995-03-01 25.148113265414500
1995-04-01 25.215951178636400
1995-05-01 25.320348882242400
1995-06-01 25.547759602738300
1995-07-01 25.664596526501200
1995-08-01 26.083369815071100
1995-09-01 26.018982474473600
1995-10-01 25.915822674680500
1995-11-01 26.088258732648000
1995-12-01 26.210421536283498
1996-01-01 26.494829719677895
1996-02-01 26.551111397037600
1996-03-01 26.732619167912300
1996-04-01 26.494923112534103
1996-05-01 26.749504348210900
1996-06-01 26.921778482724900
1996-07-01 26.916079368263997
1996-08-01 27.140383796602503
1996-09-01 27.400162930749100
1996-10-01 27.268717028721900
1996-11-01 27.511222073566900
1996-12-01 27.526884219053997
1997-01-01 27.721192152234103
1997-02-01 27.957996359819397
1997-03-01 28.018740841336900
1997-04-01 28.375397633686298
1997-05-01 28.676416649906002
1997-06-01 28.498673727765002
1997-07-01 28.793593863793300
1997-08-01 28.823525341828898
1997-09-01 28.795914970217098
1997-10-01 28.795824362946600
1997-11-01 28.900286337972197
1997-12-01 29.205961901500000
1998-01-01 29.655279864201700
1998-02-01 29.966681919321104
1998-03-01 30.213447428635398
1998-04-01 30.264871714291700
1998-05-01 30.316730022870400
1998-06-01 30.594189737462300
1998-07-01 30.685507347286000
1998-08-01 30.728853854108500
1998-09-01 30.601387745759300
1998-10-01 30.883991684865100
1998-11-01 31.070985486596605
1998-12-01 31.057878053039698
1999-01-01 30.468699609664900
1999-02-01 30.679065974537398
1999-03-01 31.010688818777698
1999-04-01 31.387419746462900
1999-05-01 31.463397704503500
1999-06-01 31.589609563474998
1999-07-01 31.898348896522500
1999-08-01 32.040054097531100
1999-09-01 32.210521014568300
1999-10-01 32.259824903485000
1999-11-01 32.132998050407700
1999-12-01 32.191778231129000
2000-01-01 32.069814569606700
2000-02-01 31.886571369692195
2000-03-01 32.099748740307500
2000-04-01 32.233236360635300
2000-05-01 32.417684969556600
2000-06-01 32.695656301429600
2000-07-01 32.225909872856200
2000-08-01 32.241736959398800
2000-09-01 32.401310889457996
2000-10-01 32.430968254223400
2000-11-01 32.612053264766395
2000-12-01 32.752020316071400
2001-01-01 32.641950857089896
2001-02-01 32.888888073670700
2001-03-01 32.973749863627100
2001-04-01 32.393214906517900
2001-05-01 32.649593888025700
2001-06-01 33.200465302357600
2001-07-01 33.271394974320195
2001-08-01 33.441756688505900
2001-09-01 33.783019712508896
2001-10-01 34.425787864389100
2001-11-01 34.492974599181700
2001-12-01 34.639792565729700
2002-01-01 34.907102699010004
2002-02-01 35.063538379993400
2002-03-01 35.221914980134200
2002-04-01 35.544156327219504
2002-05-01 35.780951389539000
2002-06-01 35.922242393024604
2002-07-01 36.318724739448000
2002-08-01 36.447622533719300
2002-09-01 36.483800342473500
2002-10-01 36.307719258066605
2002-11-01 36.477429796860900
2002-12-01 36.885072675638206
2003-01-01 37.079703248367295
2003-02-01 37.016916316380296
2003-03-01 37.168532687003400
2003-04-01 37.082588613244700
2003-05-01 37.180977619496204
2003-06-01 37.333037707934200
2003-07-01 37.339148788951300
2003-08-01 37.639013501941290
2003-09-01 37.802537318193600
2003-10-01 37.899702732158500
2003-11-01 37.862273532924700
2003-12-01 38.248412363972200
2004-01-01 37.674941261536496
2004-02-01 37.681277589079706
2004-03-01 37.846576755571604
2004-04-01 38.098208006589700
2004-05-01 38.158504975422100
2004-06-01 38.116215519809710
2004-07-01 38.143245715118496
2004-08-01 38.241007749430400
2004-09-01 38.210563036428000
2004-10-01 38.074500801301900
2004-11-01 38.259413302007800
2004-12-01 38.434423702457500
2005-01-01 39.003986700298100
2005-02-01 39.063786468110200
2005-03-01 39.256385995549500
2005-04-01 38.689008366865100
2005-05-01 38.706073023162105
2005-06-01 37.973327632021900
2005-07-01 38.835636640062795
2005-08-01 38.850833593365200
2005-09-01 38.496271916780400
2005-10-01 39.065527727077200
2005-11-01 39.056062350240500
2005-12-01 38.794402454179200
2006-01-01 38.848521392391300
2006-02-01 39.280020663294900
2006-03-01 39.091341664375100
2006-04-01 38.980176615462604
2006-05-01 38.957460269692700
2006-06-01 38.923150837548300
2006-07-01 39.009160395287104
2006-08-01 39.156834606330904
2006-09-01 39.171475214049500
2006-10-01 40.343931794816896
2006-11-01 40.246747101738800
2006-12-01 40.649572088394300
2007-01-01 40.207654115875600
2007-02-01 40.314489452307300
2007-03-01 40.441230169088500
2007-04-01 41.260444696320400
2007-05-01 41.601555348761394
2007-06-01 42.186881437533000
2007-07-01 41.893451284975600
2007-08-01 41.765105082020604
2007-09-01 41.937901406157710
2007-10-01 41.631410253831504
2007-11-01 41.538413354398800
2007-12-01 41.749694843608104
2008-01-01 42.575787061609500
2008-02-01 42.689985373153604
2008-03-01 42.800432081908100
2008-04-01 42.737589245781800
2008-05-01 42.744398421976400
2008-06-01 42.951441494026604
2008-07-01 42.872316392610000
2008-08-01 42.861186999586800
2008-09-01 42.808749057660900
2008-10-01 42.611527929038600
2008-11-01 42.632920216848795
2008-12-01 42.945728025798104
2009-01-01 42.011876387184800
2009-02-01 42.057650694968790
2009-03-01 42.048045187917900
2009-04-01 41.919197024013210
2009-05-01 41.906335841491300
2009-06-01 41.740442203047294
2009-07-01 41.968158181457300
2009-08-01 42.149793019982205
2009-09-01 42.199071387391896
2009-10-01 42.090489757544300
2009-11-01 42.219837077521000
2009-12-01 42.207400909002600
2010-01-01 42.356547960041400
2010-02-01 42.312736505888790
2010-03-01 42.281499855703700
2010-04-01 42.403277651910200
2010-05-01 42.467115479400100
2010-06-01 42.661705938594400
2010-07-01 42.678709408285606
2010-08-01 42.741917235987100
2010-09-01 42.510231661707900
2010-10-01 42.954600563905004
2010-11-01 42.890316738225400
2010-12-01 42.973911488679704
2011-01-01 42.602637847412710
2011-02-01 42.932010830363005
2011-03-01 42.800116106992300
2011-04-01 43.786485349543504
2011-05-01 43.538706262333704
2011-06-01 43.589961836280700
2011-07-01 43.504237254816296
2011-08-01 43.234012667038606
2011-09-01 43.228899002012994
2011-10-01 43.319273986516200
2011-11-01 43.365323242835295
2011-12-01 43.317387669768000
2012-01-01 43.468171395897800
2012-02-01 43.450274581917400
2012-03-01 43.426625672642500
2012-04-01 43.178206833567900
2012-05-01 43.015409333625200
2012-06-01 42.692556874851604
2012-07-01 42.702385936282100
2012-08-01 42.919097789982600
2012-09-01 43.247474806777700
2012-10-01 43.313936385959100
2012-11-01 43.371224334415600
2012-12-01 43.393957392299605
2013-01-01 43.098642920532000
2013-02-01 43.343209401323000
2013-03-01 43.231444843007400
2013-04-01 43.581261150192006
2013-05-01 43.693501167515500
2013-06-01 43.786333941577610
2013-07-01 43.999641204121296
2013-08-01 44.310930900877890
2013-09-01 44.352124366554200
2013-10-01 44.525350622350200
2013-11-01 44.681912655459390
2013-12-01 44.869825729930700
2014-01-01 44.959047895676605
2014-02-01 44.735152510519000
2014-03-01 45.430506447214796
2014-04-01 45.682658970043000
2014-05-01 45.672135295429605
2014-06-01 45.466245536783106
2014-07-01 45.882275938393500
2014-08-01 46.091465777851200
2014-09-01 46.166905774151900
2014-10-01 46.144799800330600
2014-11-01 46.206434337820900
2014-12-01 46.364631509559400
2015-01-01 46.492830645190200
2015-02-01 46.528243115371800
2015-03-01 46.616265097338290
2015-04-01 46.588512981647206
2015-05-01 46.874017687162400
2015-06-01 47.033632406236705
2015-07-01 47.066202118239296
2015-08-01 46.969721298066500
2015-09-01 46.894954508573100
2015-10-01 46.755884923160200
2015-11-01 47.133429320540200
2015-12-01 47.168060935913600
2016-01-01 47.292271140221900
2016-02-01 47.418610316275206
2016-03-01 47.493731345998000
2016-04-01 47.608607529100200
2016-05-01 47.902326504092100
2016-06-01 47.780089959005700
2016-07-01 48.059981639198895
2016-08-01 48.062553433730600
2016-09-01 48.448717647131396
2016-10-01 48.344510955681294
2016-11-01 48.531666150567204
2016-12-01 48.664376753217000
2017-01-01 48.567271371816700
2017-02-01 48.806027689898800
2017-03-01 48.780231107304296
2017-04-01 48.739944990840100
2017-05-01 48.450778359772606
2017-06-01 48.438870162197400
2017-07-01 48.363123335858710
2017-08-01 48.376386650920000
2017-09-01 48.308589099555400
2017-10-01 48.311433643395700
2017-11-01 48.108328882266600
2017-12-01 48.265238341032900
2018-01-01 48.416175976218206
2018-02-01 48.465860389658204
2018-03-01 48.489113635463000
2018-04-01 49.464732986952500
2018-05-01 49.519073356660900
2018-06-01 49.706501863958210
2018-07-01 49.880455780482100
2018-08-01 50.213350829740000
2018-09-01 50.181648786143400
2018-10-01 50.343823458987500
2018-11-01 50.445612126927200
2018-12-01 50.551511360055600
2019-01-01 50.876249613049400
2019-02-01 50.929495794618205
2019-03-01 51.137834266917400
2019-04-01 50.870376837671000
2019-05-01 50.876714168299294
2019-06-01 51.115526809231206
2019-07-01 50.994868584068605
2019-08-01 51.238316002680705
2019-09-01 51.341612261937000
2019-10-01 51.277572358129700
2019-11-01 51.588520887371700
2019-12-01 51.747152963792104
2020-01-01 51.514715447945300
2020-02-01 51.489287938373700
2020-03-01 51.581173908164104
2020-04-01 45.878963375011500
2020-05-01 46.637384598219000
2020-06-01 47.544012743052704
2020-07-01 47.905189939677290
2020-08-01 48.249945449562100
2020-09-01 48.655229873840504
2020-10-01 49.538759656465500
2020-11-01 49.845511983370000
2020-12-01 50.047417830178400
2021-01-01 49.749035418043300
2021-02-01 51.067117745809405
2021-03-01 51.634191316166200
2021-04-01 51.160218025356500
2021-05-01 50.969925605197890
2021-06-01 50.796962877731104
2021-07-01 51.053578989524710
2021-08-01 50.064192741515400
2021-09-01 50.167078898550905
2021-10-01 50.175137301802210
2021-11-01 50.389357118663796
2021-12-01 50.547350686450606
2022-01-01 50.838281496335405
2022-02-01 51.052170142203394
2022-03-01 50.949429220820100
2022-04-01 51.736625318938400
2022-05-01 52.006664185715710
2022-06-01 52.055728734860296
2022-07-01 52.716083520182600
2022-08-01 53.086054956196000
2022-09-01 53.354344327621206
2022-10-01 52.497789614313405
2022-11-01 52.821002642254600
2022-12-01 53.136861514920206
2023-01-01 55.059946245496505
2023-02-01 54.958059656701000
2023-03-01 55.280904040485204
2023-04-01 55.198077001319106
2023-05-01 55.631336460065000
2023-06-01 56.033323931969605
2023-07-01 56.095181634358100
2023-08-01 56.369893417843706
2023-09-01 56.832519548319000
2023-10-01 57.300178981154296
2023-11-01 57.940276287229200
2023-12-01 57.616315554447600
2024-01-01 57.985633005490100
2024-02-01 58.277145372581200
2024-03-01 58.575619480957606
2024-04-01 58.987294338957796
2024-05-01 58.852915915706994
2024-06-01 59.078377414957100
2024-07-01 59.070328089010900
2024-08-01 59.767358568781700
2024-09-01 59.901550890847000
2024-10-01 60.336318184555800

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