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 2024-12-01
Last Updated 2025-01-29 5:16 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 20.435164485902500
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 21.513576240534600
1992-06-01 21.462488072698697
1992-07-01 21.575674742614602
1992-08-01 21.686352881277600
1992-09-01 21.533265427596998
1992-10-01 22.060226621115900
1992-11-01 22.068529052451800
1992-12-01 22.095534141050802
1993-01-01 22.260433274978800
1993-02-01 22.263438330633203
1993-03-01 22.274185925259300
1993-04-01 22.320387233083500
1993-05-01 22.407815274081700
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 22.907934802555300
1993-12-01 23.030276383437000
1994-01-01 23.058189686688600
1994-02-01 23.160834054689500
1994-03-01 23.268192627089400
1994-04-01 23.524165726809300
1994-05-01 23.707498393127800
1994-06-01 23.763896850934300
1994-07-01 23.909880819274395
1994-08-01 24.019485328189500
1994-09-01 24.146912179225502
1994-10-01 24.355179704828700
1994-11-01 24.456250434326000
1994-12-01 24.673196679227200
1995-01-01 24.767526393618700
1995-02-01 24.953697563365900
1995-03-01 25.148113265415002
1995-04-01 25.215951178636900
1995-05-01 25.320348882241102
1995-06-01 25.547759602737898
1995-07-01 25.664596526499800
1995-08-01 26.083369815068604
1995-09-01 26.018982474471002
1995-10-01 25.915822674679700
1995-11-01 26.088258732651000
1995-12-01 26.210421536289502
1996-01-01 26.494829719688397
1996-02-01 26.551111397046700
1996-03-01 26.732619167913104
1996-04-01 26.494923112525502
1996-05-01 26.749504348193900
1996-06-01 26.921778482708103
1996-07-01 26.916079368252000
1996-08-01 27.140383796599103
1996-09-01 27.400162930754200
1996-10-01 27.268717028734397
1996-11-01 27.511222073587300
1996-12-01 27.526884219078198
1997-01-01 27.721192152266802
1997-02-01 27.957996359846000
1997-03-01 28.018740841331500
1997-04-01 28.375397633644500
1997-05-01 28.676416649841000
1997-06-01 28.498673727698197
1997-07-01 28.793593863755497
1997-08-01 28.823525341834397
1997-09-01 28.795914970255605
1997-10-01 28.795824362999000
1997-11-01 28.900286338041397
1997-12-01 29.205961901567196
1998-01-01 29.655279864254400
1998-02-01 29.966681919368100
1998-03-01 30.213447428666896
1998-04-01 30.264871714235802
1998-05-01 30.316730022446400
1998-06-01 30.594189737429105
1998-07-01 30.685507347270697
1998-08-01 30.728853854116900
1998-09-01 30.601387745775200
1998-10-01 30.883991685325398
1998-11-01 31.070985486609100
1998-12-01 31.057878053065500
1999-01-01 30.468699609703002
1999-02-01 30.679065974597897
1999-03-01 31.010688818828697
1999-04-01 31.387419746365500
1999-05-01 31.463397703641600
1999-06-01 31.589609563398700
1999-07-01 31.898348896474800
1999-08-01 32.040054097601200
1999-09-01 32.210521014751900
1999-10-01 32.259824904640800
1999-11-01 32.132998050643200
1999-12-01 32.191778231223500
2000-01-01 32.069814569402000
2000-02-01 31.886571369215805
2000-03-01 32.099748739812895
2000-04-01 32.233236360310000
2000-05-01 32.417684968587300
2000-06-01 32.695656302084700
2000-07-01 32.225909873503400
2000-08-01 32.241736959796704
2000-09-01 32.401310889731400
2000-10-01 32.430968255534395
2000-11-01 32.612053264659000
2000-12-01 32.752020313825200
2001-01-01 32.641950855403500
2001-02-01 32.888888071048200
2001-03-01 32.973749861621200
2001-04-01 32.393214907263400
2001-05-01 32.649593892894300
2001-06-01 33.200465312913900
2001-07-01 33.271394983226600
2001-08-01 33.441756690951900
2001-09-01 33.783019707362000
2001-10-01 34.425787853256600
2001-11-01 34.492974582205300
2001-12-01 34.639792548646305
2002-01-01 34.907102694513300
2002-02-01 35.063538384673800
2002-03-01 35.221914973548500
2002-04-01 35.544156344509500
2002-05-01 35.780951414510500
2002-06-01 35.922242439464604
2002-07-01 36.318724770363800
2002-08-01 36.447622543725790
2002-09-01 36.483800327523800
2002-10-01 36.307719216633200
2002-11-01 36.477429727913396
2002-12-01 36.885072598999900
2003-01-01 37.079703202422500
2003-02-01 37.016916362572600
2003-03-01 37.168532670167500
2003-04-01 37.082588664939200
2003-05-01 37.180977680831205
2003-06-01 37.333037813909606
2003-07-01 37.339148905466600
2003-08-01 37.639013635383900
2003-09-01 37.802537256252200
2003-10-01 37.899702607911000
2003-11-01 37.862273493187500
2003-12-01 38.248411973171390
2004-01-01 37.674941064843004
2004-02-01 37.681277555063500
2004-03-01 37.846577020336300
2004-04-01 38.098208021807500
2004-05-01 38.158505030730600
2004-06-01 38.116215890787800
2004-07-01 38.143245937377600
2004-08-01 38.241008077522600
2004-09-01 38.210563004031500
2004-10-01 38.074500637119100
2004-11-01 38.259413254620110
2004-12-01 38.434422900243000
2005-01-01 39.003985470285290
2005-02-01 39.063786341113500
2005-03-01 39.256386735049100
2005-04-01 38.689008660213396
2005-05-01 38.706073594397104
2005-06-01 37.973328812175495
2005-07-01 38.835637315366000
2005-08-01 38.850834004008206
2005-09-01 38.496271352998500
2005-10-01 39.065526895679000
2005-11-01 39.056061924343000
2005-12-01 38.794400452852400
2006-01-01 38.848517628685606
2006-02-01 39.280021319879395
2006-03-01 39.091344163098000
2006-04-01 38.980178522563210
2006-05-01 38.957462620861400
2006-06-01 38.923153642604400
2006-07-01 39.009161366340790
2006-08-01 39.156834150045796
2006-09-01 39.171473013544600
2006-10-01 40.343929165301000
2006-11-01 40.246745099340400
2006-12-01 40.649567917005290
2007-01-01 40.207646864768290
2007-02-01 40.314490526252996
2007-03-01 40.441235086335700
2007-04-01 41.260450958480400
2007-05-01 41.601562202941400
2007-06-01 42.186888415004894
2007-07-01 41.893456262517795
2007-08-01 41.765108866413800
2007-09-01 41.937881470262900
2007-10-01 41.631404335909400
2007-11-01 41.538410888901204
2007-12-01 41.749688750406705
2008-01-01 42.575772416628700
2008-02-01 42.689981255459706
2008-03-01 42.800448465566795
2008-04-01 42.737610168119600
2008-05-01 42.744406105145800
2008-06-01 42.951455045076400
2008-07-01 42.872329937471900
2008-08-01 42.861197123136900
2008-09-01 42.808706770480210
2008-10-01 42.611511381033700
2008-11-01 42.632909769906400
2008-12-01 42.945713167397790
2009-01-01 42.011851917767295
2009-02-01 42.057644073846400
2009-03-01 42.048081727537300
2009-04-01 41.919238616657400
2009-05-01 41.906339187057900
2009-06-01 41.740481410158200
2009-07-01 41.968201746553504
2009-08-01 42.149790420582600
2009-09-01 42.198997561418710
2009-10-01 42.090451646916300
2009-11-01 42.219801712996100
2009-12-01 42.207352191422295
2010-01-01 42.356532157100204
2010-02-01 42.312720680869500
2010-03-01 42.281588158011395
2010-04-01 42.403359208282000
2010-05-01 42.467129951488296
2010-06-01 42.661775119159000
2010-07-01 42.678775167634896
2010-08-01 42.741884389999300
2010-09-01 42.510131747291800
2010-10-01 42.954524746667005
2010-11-01 42.890230305306600
2010-12-01 42.973815533035000
2011-01-01 42.602616659261706
2011-02-01 42.932014904733290
2011-03-01 42.800157603943795
2011-04-01 43.786887984685400
2011-05-01 43.538647086023900
2011-06-01 43.590019787811000
2011-07-01 43.504303877667105
2011-08-01 43.233940991903296
2011-09-01 43.228758282689704
2011-10-01 43.319153512885510
2011-11-01 43.365187227583600
2011-12-01 43.317250342269205
2012-01-01 43.468155280814294
2012-02-01 43.450299869517295
2012-03-01 43.426598660842800
2012-04-01 43.179014267467394
2012-05-01 43.015253614535204
2012-06-01 42.692557707125800
2012-07-01 42.702419106757105
2012-08-01 42.919007416438800
2012-09-01 43.247323407552300
2012-10-01 43.313725123827496
2012-11-01 43.371040820090705
2012-12-01 43.393783685887200
2013-01-01 43.098600214639400
2013-02-01 43.343300023312200
2013-03-01 43.231407365042706
2013-04-01 43.582597896898300
2013-05-01 43.693028228979700
2013-06-01 43.786341697372900
2013-07-01 43.999655447133100
2013-08-01 44.310806207678496
2013-09-01 44.351944368561000
2013-10-01 44.525039141866600
2013-11-01 44.681658320724710
2013-12-01 44.869564067265394
2014-01-01 44.958980502206494
2014-02-01 44.735335172386900
2014-03-01 45.430641654100600
2014-04-01 45.684397119877100
2014-05-01 45.671455784155505
2014-06-01 45.466262933002500
2014-07-01 45.882222923341104
2014-08-01 46.091316879325300
2014-09-01 46.166712424637005
2014-10-01 46.144330092927700
2014-11-01 46.206073451857904
2014-12-01 46.364253160752200
2015-01-01 46.492562392336396
2015-02-01 46.528191575768600
2015-03-01 46.617031946950505
2015-04-01 46.591302804806300
2015-05-01 46.872795151925004
2015-06-01 47.033523522497300
2015-07-01 47.066049123611900
2015-08-01 46.969495265922600
2015-09-01 46.894632515499800
2015-10-01 46.755258930216506
2015-11-01 47.132913559687395
2015-12-01 47.167486586220290
2016-01-01 47.291808115983490
2016-02-01 47.418386853134500
2016-03-01 47.495448454759400
2016-04-01 47.612396720777795
2016-05-01 47.901074212985705
2016-06-01 47.779764006922505
2016-07-01 48.059447947468904
2016-08-01 48.061942835992795
2016-09-01 48.448050767034500
2016-10-01 48.343585841450206
2016-11-01 48.530908145900710
2016-12-01 48.663568530365296
2017-01-01 48.566582707265700
2017-02-01 48.805688781514206
2017-03-01 48.783129115035200
2017-04-01 48.746049127926400
2017-05-01 48.449710755513900
2017-06-01 48.438813286951800
2017-07-01 48.361693175123605
2017-08-01 48.374261416559705
2017-09-01 48.306312769888100
2017-10-01 48.310404542758505
2017-11-01 48.106850966539300
2017-12-01 48.263935623735900
2018-01-01 48.416669213824900
2018-02-01 48.465794775131100
2018-03-01 48.494136752776800
2018-04-01 49.472658450054595
2018-05-01 49.519782007149800
2018-06-01 49.708354801425294
2018-07-01 49.877726583949300
2018-08-01 50.203331827017790
2018-09-01 50.178027881622000
2018-10-01 50.342460024199800
2018-11-01 50.443409089571700
2018-12-01 50.550486609744700
2019-01-01 50.879104873823900
2019-02-01 50.930080503699210
2019-03-01 51.148678377158696
2019-04-01 50.881811149582100
2019-05-01 50.879348399628604
2019-06-01 51.118507305741610
2019-07-01 50.989781987426600
2019-08-01 51.220415088092700
2019-09-01 51.320565368319500
2019-10-01 51.276258669011500
2019-11-01 51.591424062485710
2019-12-01 51.751534552080095
2020-01-01 51.524601839443210
2020-02-01 51.495057824402000
2020-03-01 51.600074376410290
2020-04-01 45.891645093771900
2020-05-01 46.641371058620700
2020-06-01 47.544239765137704
2020-07-01 47.892375228276700
2020-08-01 48.218199229752294
2020-09-01 48.611903198103600
2020-10-01 49.533010548643800
2020-11-01 49.868207491610700
2020-12-01 50.063099769108200
2021-01-01 49.771224080806896
2021-02-01 51.083821092408100
2021-03-01 51.663692212039500
2021-04-01 51.178061415955500
2021-05-01 50.972031036922296
2021-06-01 50.786776875736294
2021-07-01 51.028102126960604
2021-08-01 50.008226027232000
2021-09-01 50.072128072101300
2021-10-01 50.160114719110300
2021-11-01 50.462748678687200
2021-12-01 50.588338061382600
2022-01-01 50.880965732405390
2022-02-01 51.085350122179605
2022-03-01 50.987438174032200
2022-04-01 51.753491411479500
2022-05-01 52.001072034376705
2022-06-01 52.029071305435000
2022-07-01 52.669636414870006
2022-08-01 52.991402419065400
2022-09-01 53.207380005335800
2022-10-01 52.477546739689000
2022-11-01 52.952904990721500
2022-12-01 53.211325003642210
2023-01-01 55.128033340955400
2023-02-01 55.011248064321900
2023-03-01 55.330851508291104
2023-04-01 55.214605156089500
2023-05-01 55.614193491215296
2023-06-01 55.984555791506100
2023-07-01 56.026483124679790
2023-08-01 56.239805806348800
2023-09-01 56.619551818958600
2023-10-01 57.277660387329000
2023-11-01 58.144215804689395
2023-12-01 57.732725016955100
2024-01-01 58.077114639363900
2024-02-01 58.349718127120504
2024-03-01 58.632505830087900
2024-04-01 59.000647670419400
2024-05-01 58.824103348247796
2024-06-01 59.010340802999900
2024-07-01 58.978083424185900
2024-08-01 59.605400893600795
2024-09-01 59.650507784907000
2024-10-01 59.626761430646700
2024-11-01 59.244963453200600
2024-12-01 59.445015948800105

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