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irish.arff
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%
%
% Irish Educational Transitions Data
%
% Below are shown data on educational transitions for a sample of 500
% Irish schoolchildren aged 11 in 1967. The data were collected by
% Greaney and Kelleghan (1984), and reanalyzed by Raftery and Hout (1985, 1993).
%
% The data were also used, in a simplified form, as an example to illustrate
% Bayesian model selection methods by Raftery (1988) and Kass and Raftery (1993).
% In that simplified form, primary terminal leavers and cases with any missing
% data were removed, leaving 441 cases. The Leaving Certificate variable
% was used as the dependent variable in a logistic regression analysis.
%
% The variables shown are as follows:
%
% 1. Sex: 1=male; 2=female.
%
% 2. DVRT (Drumcondra Verbal Reasoning Test Score).
%
% 3. Educational level attained:
% 1 Primary terminal leaver
% 2 Junior cycle incomplete: vocational school
% 3 Junior cycle incomplete: secondary school
% 4 Junior cycle terminal leaver: vocational school
% 5 Junior cycle terminal leaver: secondary school
% 6 Senior cycle incomplete: vocational school
% 7 Senior cycle incomplete: secondary school
% 8 Senior cycle terminal leaver: vocational school
% 9 Senior cycle terminal leaver: secondary school
% 10 3rd level incomplete
% 11 3rd level complete
%
% 4. Leaving Certificate. 1 if Leaving Certificate not taken; 2 if taken.
%
% 5. Prestige score for father's occupation
% (calculated by Raftery and Hout, 1985). 0 if missing.
%
% 6. Type of school: 1=secondary; 2=vocational; 9=primary terminal leaver.
%
% REFERENCES
%
% Greaney, V. and Kelleghan, T. (1984). Equality of Opportunity in Irish
% Schools. Dublin: Educational Company.
%
% Kass, R.E. and Raftery, A.E. (1993). Bayes factors and model uncertainty.
% Technical Report no. 254, Department of Statistics, University of Washington.
% Revised version to appear in Journal of the American Statistical
% Association.
%
% Raftery, A.E. (1988). Approximate Bayes factors for generalized linear models.
% Technical Report no. 121, Department of Statistics, University of Washington.
%
% Raftery, A.E. and Hout, M. (1985). Does Irish education approach the
% meritocratic ideal? A logistic analysis.
% Economic and Social Review, 16, 115-140.
%
% Raftery, A.E. and Hout, M. (1993). Maximally maintained inequality:
% Expansion, reform and opportunity in Irish schools.
% Sociology of Education, 66, 41-62.
%
%
% OWNERSHIP STATEMENT
%
% This data belongs to Vincent Greaney and Thomas Kelleghan,
% Educational Research Centre, St. Patrick's College, Drumcondra,
% Dublin 9, Ireland, who retain the copyright.
%
% In the form given here, it may be used solely as an example for research
% on the development of statistical methods. For any other use of the data,
% permission must be obtained from the owners. Subject to this statement,
% permission is hereby given to StatLib to distribute this data freely.
%
% Submitted by Adrian Raftery (raftery@stat.washington.edu).
%
% Copyright 1984 Vincent Greaney and Thomas Kelleghan.
%
%
%
%
% Information about the dataset
% CLASSTYPE: nominal
% CLASSINDEX: 4
%
@relation irish
@attribute Sex {female,male}
@attribute DVRT INTEGER
@attribute Educational_level {3rd_level_complete,3rd_level_incomplete,Junior_cycle_incomplete-secondary_school,Junior_cycle_incomplete-vocational_school,Junior_cycle_terminal_leaver-secondary_school,Junior_cycle_terminal_leaver-vocational_school,Primary_terminal_leaver,Senior_cycle_incomplete-secondary_school,Senior_cycle_incomplete-vocational_school,Senior_cycle_terminal_leaver-secondary_school}
@attribute Leaving_Certificate {not_taken,taken}
@attribute Prestige_score INTEGER
@attribute Type_school {primary_terminal_leaver,secondary,vocational}
@data
male,113,Junior_cycle_incomplete-secondary_school,not_taken,28,secondary
male,101,Primary_terminal_leaver,not_taken,28,primary_terminal_leaver
male,110,Senior_cycle_terminal_leaver-secondary_school,taken,69,secondary
male,121,Junior_cycle_terminal_leaver-secondary_school,not_taken,57,secondary
male,82,Junior_cycle_terminal_leaver-vocational_school,not_taken,18,vocational
male,85,Junior_cycle_terminal_leaver-vocational_school,not_taken,28,vocational
male,84,Primary_terminal_leaver,not_taken,?,primary_terminal_leaver
male,98,Junior_cycle_incomplete-vocational_school,not_taken,43,vocational
male,92,Junior_cycle_terminal_leaver-vocational_school,not_taken,33,vocational
male,90,Primary_terminal_leaver,not_taken,18,primary_terminal_leaver
male,88,Junior_cycle_terminal_leaver-vocational_school,not_taken,28,vocational
male,84,Junior_cycle_terminal_leaver-vocational_school,not_taken,18,vocational
male,114,3rd_level_complete,taken,18,secondary
male,70,Junior_cycle_terminal_leaver-vocational_school,not_taken,57,vocational
male,109,Senior_cycle_terminal_leaver-secondary_school,taken,40,secondary
male,83,Junior_cycle_terminal_leaver-vocational_school,not_taken,43,vocational
male,108,Junior_cycle_terminal_leaver-vocational_school,not_taken,69,vocational
male,95,Junior_cycle_incomplete-secondary_school,not_taken,43,secondary
male,90,Junior_cycle_terminal_leaver-vocational_school,not_taken,28,vocational
male,107,Senior_cycle_terminal_leaver-secondary_school,taken,28,secondary
male,86,Primary_terminal_leaver,not_taken,18,primary_terminal_leaver
male,70,Junior_cycle_incomplete-vocational_school,not_taken,43,vocational
male,114,Senior_cycle_terminal_leaver-secondary_school,taken,?,secondary
male,117,Senior_cycle_terminal_leaver-secondary_school,taken,42,secondary
male,112,Senior_cycle_terminal_leaver-secondary_school,taken,43,secondary
male,88,3rd_level_complete,taken,?,secondary
male,106,3rd_level_complete,taken,42,secondary
male,125,3rd_level_complete,taken,28,secondary
male,94,Senior_cycle_terminal_leaver-secondary_school,taken,?,secondary
male,103,Junior_cycle_terminal_leaver-secondary_school,not_taken,?,secondary
male,123,Senior_cycle_terminal_leaver-secondary_school,taken,46,secondary
male,100,Junior_cycle_terminal_leaver-vocational_school,not_taken,35,vocational
male,90,Junior_cycle_incomplete-secondary_school,not_taken,27,secondary
male,70,Junior_cycle_terminal_leaver-vocational_school,not_taken,51,vocational
male,90,Junior_cycle_incomplete-secondary_school,not_taken,46,secondary
male,99,Junior_cycle_incomplete-secondary_school,not_taken,?,secondary
male,123,Junior_cycle_incomplete-secondary_school,not_taken,43,secondary
male,127,Senior_cycle_terminal_leaver-secondary_school,taken,43,secondary
male,124,Senior_cycle_terminal_leaver-secondary_school,taken,62,secondary
male,110,Senior_cycle_incomplete-vocational_school,not_taken,27,vocational
male,94,Senior_cycle_terminal_leaver-secondary_school,taken,43,secondary
male,112,Senior_cycle_terminal_leaver-secondary_school,taken,40,secondary
male,123,Senior_cycle_terminal_leaver-secondary_school,taken,35,secondary
male,70,Junior_cycle_incomplete-secondary_school,not_taken,18,secondary
male,102,Junior_cycle_terminal_leaver-vocational_school,not_taken,43,vocational
male,126,3rd_level_complete,taken,27,secondary
male,121,Senior_cycle_terminal_leaver-secondary_school,taken,40,secondary
male,100,Junior_cycle_incomplete-vocational_school,not_taken,43,vocational
male,85,Junior_cycle_incomplete-vocational_school,not_taken,31,vocational
male,86,Junior_cycle_terminal_leaver-vocational_school,not_taken,31,vocational
male,101,Junior_cycle_incomplete-vocational_school,not_taken,28,vocational
male,91,Junior_cycle_terminal_leaver-secondary_school,not_taken,40,secondary
male,113,Senior_cycle_terminal_leaver-secondary_school,taken,43,secondary
male,103,Junior_cycle_terminal_leaver-vocational_school,not_taken,33,vocational
male,117,Senior_cycle_incomplete-secondary_school,not_taken,18,secondary
male,72,Junior_cycle_incomplete-vocational_school,not_taken,43,vocational
male,70,Primary_terminal_leaver,not_taken,18,primary_terminal_leaver
male,112,Junior_cycle_incomplete-secondary_school,not_taken,18,secondary
male,65,Primary_terminal_leaver,not_taken,18,primary_terminal_leaver
male,97,Junior_cycle_terminal_leaver-secondary_school,not_taken,35,secondary
male,100,Junior_cycle_terminal_leaver-vocational_school,not_taken,43,vocational
male,99,Junior_cycle_terminal_leaver-vocational_school,not_taken,18,vocational
male,91,Junior_cycle_incomplete-vocational_school,not_taken,28,vocational
male,107,?,not_taken,43,secondary
male,94,Junior_cycle_incomplete-vocational_school,not_taken,43,vocational
male,104,Junior_cycle_terminal_leaver-secondary_school,not_taken,36,secondary
male,117,Senior_cycle_terminal_leaver-secondary_school,taken,?,secondary
male,104,Junior_cycle_terminal_leaver-secondary_school,not_taken,43,secondary
male,115,?,not_taken,66,secondary
female,123,Senior_cycle_incomplete-secondary_school,not_taken,35,secondary
female,103,Junior_cycle_terminal_leaver-secondary_school,not_taken,43,secondary
female,109,Junior_cycle_terminal_leaver-vocational_school,not_taken,43,vocational
female,99,Junior_cycle_terminal_leaver-secondary_school,not_taken,61,secondary
female,100,3rd_level_complete,taken,47,secondary
female,100,Junior_cycle_terminal_leaver-secondary_school,not_taken,62,secondary
female,107,Senior_cycle_terminal_leaver-secondary_school,taken,40,secondary
female,70,Primary_terminal_leaver,not_taken,18,primary_terminal_leaver
female,91,Junior_cycle_terminal_leaver-secondary_school,not_taken,30,secondary
female,117,Senior_cycle_terminal_leaver-secondary_school,taken,43,secondary
female,115,Senior_cycle_terminal_leaver-secondary_school,taken,57,secondary
female,93,Junior_cycle_terminal_leaver-secondary_school,not_taken,43,secondary
female,103,Senior_cycle_terminal_leaver-secondary_school,taken,30,secondary
female,99,Junior_cycle_terminal_leaver-secondary_school,not_taken,57,secondary
female,115,Junior_cycle_incomplete-secondary_school,not_taken,36,secondary
female,104,Senior_cycle_terminal_leaver-secondary_school,taken,38,secondary
female,116,Junior_cycle_terminal_leaver-secondary_school,not_taken,47,secondary
female,94,Junior_cycle_incomplete-secondary_school,not_taken,51,secondary
female,114,3rd_level_complete,taken,43,secondary
female,113,Junior_cycle_terminal_leaver-secondary_school,not_taken,18,secondary
female,106,Junior_cycle_incomplete-vocational_school,not_taken,?,vocational
female,119,Senior_cycle_terminal_leaver-secondary_school,taken,57,secondary
female,114,Senior_cycle_terminal_leaver-secondary_school,taken,48,secondary
female,108,Senior_cycle_terminal_leaver-secondary_school,taken,27,secondary
female,97,Junior_cycle_incomplete-secondary_school,not_taken,46,secondary
female,83,Primary_terminal_leaver,not_taken,28,primary_terminal_leaver
female,103,Junior_cycle_terminal_leaver-secondary_school,not_taken,43,secondary
female,104,Junior_cycle_terminal_leaver-secondary_school,not_taken,64,secondary
female,97,Junior_cycle_terminal_leaver-secondary_school,not_taken,18,secondary
female,109,Junior_cycle_terminal_leaver-secondary_school,not_taken,69,secondary
female,90,Junior_cycle_terminal_leaver-secondary_school,not_taken,33,secondary
female,114,Junior_cycle_terminal_leaver-vocational_school,not_taken,28,vocational
female,99,Junior_cycle_terminal_leaver-secondary_school,not_taken,38,secondary
female,94,Senior_cycle_terminal_leaver-secondary_school,taken,35,secondary
female,86,Junior_cycle_terminal_leaver-secondary_school,not_taken,28,secondary
female,93,Senior_cycle_terminal_leaver-secondary_school,taken,35,secondary
female,91,Junior_cycle_terminal_leaver-vocational_school,not_taken,28,vocational
female,109,Senior_cycle_incomplete-secondary_school,not_taken,40,secondary
female,91,Junior_cycle_terminal_leaver-secondary_school,not_taken,28,secondary
female,106,Junior_cycle_terminal_leaver-vocational_school,not_taken,28,vocational
female,109,Senior_cycle_terminal_leaver-secondary_school,taken,43,secondary
female,111,Junior_cycle_terminal_leaver-secondary_school,not_taken,51,secondary
female,111,Junior_cycle_terminal_leaver-secondary_school,not_taken,?,secondary
female,106,Junior_cycle_terminal_leaver-vocational_school,not_taken,?,vocational
female,86,Junior_cycle_terminal_leaver-vocational_school,not_taken,40,vocational
female,107,Junior_cycle_incomplete-secondary_school,not_taken,18,secondary
female,103,Primary_terminal_leaver,not_taken,28,primary_terminal_leaver
female,100,Junior_cycle_incomplete-secondary_school,not_taken,18,secondary
female,101,Junior_cycle_terminal_leaver-secondary_school,not_taken,38,secondary
female,97,Junior_cycle_incomplete-vocational_school,not_taken,36,vocational
female,105,Junior_cycle_terminal_leaver-vocational_school,not_taken,46,vocational
female,98,Junior_cycle_incomplete-vocational_school,not_taken,37,vocational
female,111,Junior_cycle_terminal_leaver-secondary_school,not_taken,18,secondary
female,88,Junior_cycle_incomplete-secondary_school,not_taken,57,secondary
female,123,Junior_cycle_terminal_leaver-secondary_school,not_taken,28,secondary
female,98,Junior_cycle_terminal_leaver-secondary_school,not_taken,33,secondary
female,94,Junior_cycle_terminal_leaver-vocational_school,not_taken,43,vocational
female,109,Junior_cycle_terminal_leaver-secondary_school,not_taken,28,secondary
female,70,Primary_terminal_leaver,not_taken,18,primary_terminal_leaver
female,75,Junior_cycle_incomplete-vocational_school,not_taken,33,vocational
female,72,Senior_cycle_terminal_leaver-secondary_school,taken,18,secondary
female,70,Junior_cycle_incomplete-vocational_school,not_taken,18,vocational
female,70,Primary_terminal_leaver,not_taken,18,primary_terminal_leaver
female,70,Primary_terminal_leaver,not_taken,18,primary_terminal_leaver
female,70,Primary_terminal_leaver,not_taken,18,primary_terminal_leaver
female,85,Primary_terminal_leaver,not_taken,18,primary_terminal_leaver
female,108,Junior_cycle_terminal_leaver-vocational_school,not_taken,28,vocational
female,75,Junior_cycle_incomplete-vocational_school,not_taken,28,vocational
female,104,Senior_cycle_terminal_leaver-secondary_school,taken,?,secondary
female,103,Junior_cycle_terminal_leaver-secondary_school,not_taken,38,secondary
female,122,3rd_level_complete,taken,38,secondary
female,110,Senior_cycle_terminal_leaver-secondary_school,taken,40,secondary
male,107,Senior_cycle_terminal_leaver-secondary_school,taken,40,secondary
male,104,3rd_level_complete,taken,75,secondary
male,70,Junior_cycle_terminal_leaver-secondary_school,not_taken,58,secondary
male,116,?,not_taken,18,secondary
male,103,Primary_terminal_leaver,not_taken,43,primary_terminal_leaver
male,95,Senior_cycle_terminal_leaver-secondary_school,taken,43,secondary
male,113,Junior_cycle_terminal_leaver-vocational_school,not_taken,?,vocational
male,126,Junior_cycle_incomplete-vocational_school,not_taken,61,vocational
male,118,Senior_cycle_terminal_leaver-secondary_school,taken,71,secondary
male,115,Senior_cycle_terminal_leaver-secondary_school,taken,27,secondary
male,89,Junior_cycle_incomplete-vocational_school,not_taken,43,vocational
male,113,3rd_level_complete,taken,61,secondary
male,85,Senior_cycle_terminal_leaver-secondary_school,taken,37,secondary
male,95,Senior_cycle_terminal_leaver-secondary_school,taken,43,secondary
male,109,3rd_level_complete,taken,57,secondary
male,111,Senior_cycle_terminal_leaver-secondary_school,taken,69,secondary
male,116,Senior_cycle_terminal_leaver-secondary_school,taken,75,secondary
male,90,Senior_cycle_incomplete-vocational_school,not_taken,43,vocational
male,90,Junior_cycle_incomplete-vocational_school,not_taken,28,vocational
male,82,Primary_terminal_leaver,not_taken,31,primary_terminal_leaver
male,84,?,not_taken,33,secondary
male,117,Senior_cycle_incomplete-vocational_school,not_taken,28,vocational
male,71,Senior_cycle_incomplete-vocational_school,not_taken,40,vocational
male,104,3rd_level_incomplete,taken,69,secondary
male,86,Junior_cycle_incomplete-vocational_school,not_taken,18,vocational
male,79,Junior_cycle_terminal_leaver-vocational_school,not_taken,46,vocational
male,80,Junior_cycle_terminal_leaver-vocational_school,not_taken,65,vocational
male,99,Senior_cycle_terminal_leaver-secondary_school,taken,18,secondary
male,86,Junior_cycle_incomplete-vocational_school,not_taken,61,vocational
male,116,3rd_level_complete,taken,18,secondary
male,124,Senior_cycle_terminal_leaver-secondary_school,taken,65,secondary
male,98,Primary_terminal_leaver,not_taken,28,primary_terminal_leaver
male,101,Junior_cycle_terminal_leaver-secondary_school,not_taken,35,secondary
male,87,Primary_terminal_leaver,not_taken,43,primary_terminal_leaver
male,97,3rd_level_complete,taken,40,secondary
male,120,3rd_level_complete,taken,43,secondary
male,103,Senior_cycle_terminal_leaver-secondary_school,taken,43,secondary
male,107,Senior_cycle_terminal_leaver-secondary_school,taken,40,secondary
male,105,Senior_cycle_incomplete-secondary_school,not_taken,57,secondary
male,99,Senior_cycle_terminal_leaver-secondary_school,taken,37,vocational
male,103,Senior_cycle_terminal_leaver-secondary_school,taken,28,vocational
male,101,Junior_cycle_incomplete-secondary_school,not_taken,28,secondary
female,102,Junior_cycle_terminal_leaver-secondary_school,not_taken,18,secondary
female,105,Senior_cycle_terminal_leaver-secondary_school,taken,18,vocational
female,70,Junior_cycle_incomplete-vocational_school,not_taken,18,vocational
female,101,3rd_level_complete,taken,43,secondary
female,90,Senior_cycle_terminal_leaver-secondary_school,taken,42,vocational
female,85,Senior_cycle_terminal_leaver-secondary_school,taken,43,secondary
female,104,Senior_cycle_terminal_leaver-secondary_school,taken,18,secondary
female,87,Senior_cycle_terminal_leaver-secondary_school,taken,18,vocational
female,85,Senior_cycle_terminal_leaver-secondary_school,taken,37,secondary
female,102,Junior_cycle_terminal_leaver-vocational_school,not_taken,42,vocational
female,94,Junior_cycle_terminal_leaver-secondary_school,not_taken,37,secondary
female,93,Senior_cycle_terminal_leaver-secondary_school,taken,37,secondary
female,99,3rd_level_complete,taken,37,secondary
female,103,Senior_cycle_terminal_leaver-secondary_school,taken,38,secondary
female,89,Junior_cycle_terminal_leaver-secondary_school,not_taken,18,secondary
female,77,Primary_terminal_leaver,not_taken,?,primary_terminal_leaver
female,92,Junior_cycle_terminal_leaver-vocational_school,not_taken,37,vocational
female,109,Senior_cycle_terminal_leaver-secondary_school,taken,43,secondary
female,91,Junior_cycle_terminal_leaver-secondary_school,not_taken,18,secondary
female,109,Senior_cycle_terminal_leaver-secondary_school,taken,58,secondary
female,105,Junior_cycle_incomplete-secondary_school,not_taken,57,secondary
female,105,Senior_cycle_terminal_leaver-secondary_school,taken,18,secondary
female,90,Junior_cycle_terminal_leaver-secondary_school,not_taken,69,secondary
female,99,3rd_level_complete,taken,69,secondary
female,110,Senior_cycle_terminal_leaver-secondary_school,taken,37,secondary
female,88,Senior_cycle_terminal_leaver-secondary_school,taken,37,secondary
female,101,Senior_cycle_terminal_leaver-secondary_school,taken,66,secondary
female,91,Junior_cycle_incomplete-vocational_school,not_taken,18,vocational
female,78,Senior_cycle_terminal_leaver-secondary_school,taken,18,secondary
female,118,3rd_level_complete,taken,65,secondary
female,100,Primary_terminal_leaver,not_taken,28,primary_terminal_leaver
female,100,Junior_cycle_terminal_leaver-vocational_school,not_taken,18,vocational
female,85,Senior_cycle_terminal_leaver-secondary_school,taken,57,secondary
female,106,3rd_level_complete,taken,61,secondary
female,70,Junior_cycle_incomplete-vocational_school,not_taken,?,vocational
female,97,Junior_cycle_incomplete-vocational_school,not_taken,18,vocational
female,86,Primary_terminal_leaver,not_taken,?,primary_terminal_leaver
female,92,Junior_cycle_incomplete-vocational_school,not_taken,18,vocational
female,102,Primary_terminal_leaver,not_taken,38,primary_terminal_leaver
female,86,Junior_cycle_incomplete-vocational_school,not_taken,18,vocational
female,78,Senior_cycle_terminal_leaver-secondary_school,taken,46,secondary
female,100,Junior_cycle_incomplete-vocational_school,not_taken,18,vocational
male,104,Senior_cycle_terminal_leaver-secondary_school,taken,61,secondary
male,70,Junior_cycle_terminal_leaver-secondary_school,not_taken,31,secondary
male,107,Senior_cycle_terminal_leaver-secondary_school,taken,75,secondary
male,114,Senior_cycle_terminal_leaver-secondary_school,taken,37,secondary
male,103,Junior_cycle_incomplete-vocational_school,not_taken,31,vocational
male,115,Junior_cycle_terminal_leaver-secondary_school,not_taken,37,secondary
male,106,Senior_cycle_terminal_leaver-secondary_school,taken,57,secondary
male,114,Senior_cycle_terminal_leaver-secondary_school,taken,61,secondary
male,90,Senior_cycle_terminal_leaver-secondary_school,taken,58,secondary
male,103,Senior_cycle_terminal_leaver-secondary_school,taken,37,secondary
male,92,Junior_cycle_incomplete-secondary_school,not_taken,58,secondary
male,113,3rd_level_complete,taken,37,secondary
male,92,Junior_cycle_terminal_leaver-secondary_school,not_taken,37,secondary
male,108,3rd_level_complete,taken,37,secondary
male,96,Junior_cycle_incomplete-secondary_school,not_taken,18,secondary
male,70,Junior_cycle_incomplete-secondary_school,not_taken,18,secondary
male,112,Senior_cycle_terminal_leaver-secondary_school,taken,75,secondary
male,106,Senior_cycle_terminal_leaver-secondary_school,taken,28,secondary
male,91,Senior_cycle_terminal_leaver-secondary_school,taken,37,secondary
male,96,Junior_cycle_terminal_leaver-vocational_school,not_taken,18,vocational
male,70,Primary_terminal_leaver,not_taken,18,primary_terminal_leaver
male,109,Senior_cycle_terminal_leaver-secondary_school,taken,57,secondary
male,74,Junior_cycle_terminal_leaver-vocational_school,not_taken,37,vocational
male,99,Junior_cycle_incomplete-secondary_school,not_taken,43,secondary
male,107,Senior_cycle_terminal_leaver-secondary_school,taken,37,secondary
male,90,Junior_cycle_terminal_leaver-secondary_school,not_taken,37,secondary
male,78,Junior_cycle_terminal_leaver-vocational_school,not_taken,31,vocational
male,70,Primary_terminal_leaver,not_taken,37,primary_terminal_leaver
male,88,Junior_cycle_incomplete-vocational_school,not_taken,58,vocational
male,93,Junior_cycle_terminal_leaver-vocational_school,not_taken,18,vocational
male,88,Junior_cycle_incomplete-vocational_school,not_taken,43,vocational
male,108,Senior_cycle_terminal_leaver-secondary_school,taken,58,secondary
male,101,3rd_level_complete,taken,57,secondary
male,98,Junior_cycle_incomplete-vocational_school,not_taken,28,vocational
male,103,Senior_cycle_terminal_leaver-secondary_school,taken,35,secondary
male,73,Senior_cycle_terminal_leaver-secondary_school,taken,37,secondary
male,109,?,not_taken,43,secondary
male,102,Junior_cycle_terminal_leaver-vocational_school,not_taken,37,vocational
male,93,Junior_cycle_incomplete-vocational_school,not_taken,37,vocational
male,93,Junior_cycle_incomplete-vocational_school,not_taken,18,vocational
male,101,Senior_cycle_terminal_leaver-secondary_school,taken,61,secondary
male,100,Senior_cycle_incomplete-vocational_school,not_taken,37,vocational
male,70,Primary_terminal_leaver,not_taken,31,primary_terminal_leaver
male,102,Junior_cycle_incomplete-vocational_school,not_taken,18,vocational
male,113,Junior_cycle_terminal_leaver-vocational_school,not_taken,28,vocational
male,91,Junior_cycle_terminal_leaver-secondary_school,not_taken,37,secondary
male,109,Junior_cycle_terminal_leaver-secondary_school,not_taken,37,secondary
male,80,Primary_terminal_leaver,not_taken,58,primary_terminal_leaver
male,118,Senior_cycle_terminal_leaver-secondary_school,taken,18,vocational
male,70,Primary_terminal_leaver,not_taken,58,primary_terminal_leaver
male,88,Junior_cycle_terminal_leaver-vocational_school,not_taken,37,vocational
male,72,Junior_cycle_terminal_leaver-vocational_school,not_taken,37,vocational
male,81,Senior_cycle_terminal_leaver-secondary_school,taken,58,secondary
male,70,Junior_cycle_incomplete-vocational_school,not_taken,37,vocational
male,97,Junior_cycle_incomplete-vocational_school,not_taken,18,vocational
male,87,Senior_cycle_terminal_leaver-secondary_school,taken,40,secondary
male,99,Junior_cycle_terminal_leaver-vocational_school,not_taken,18,vocational
male,81,Primary_terminal_leaver,not_taken,18,primary_terminal_leaver
male,84,Junior_cycle_terminal_leaver-vocational_school,not_taken,18,vocational
male,90,Junior_cycle_incomplete-vocational_school,not_taken,58,vocational
male,95,Senior_cycle_terminal_leaver-secondary_school,taken,37,secondary
male,84,Junior_cycle_incomplete-vocational_school,not_taken,61,vocational
male,104,Senior_cycle_incomplete-vocational_school,not_taken,40,vocational
male,105,Junior_cycle_incomplete-vocational_school,not_taken,31,vocational
male,107,Junior_cycle_incomplete-secondary_school,not_taken,58,secondary
male,84,Junior_cycle_incomplete-vocational_school,not_taken,40,vocational
male,108,Junior_cycle_terminal_leaver-vocational_school,not_taken,?,vocational
male,70,Senior_cycle_incomplete-vocational_school,not_taken,18,vocational
male,99,3rd_level_complete,taken,37,secondary
male,87,Senior_cycle_terminal_leaver-secondary_school,taken,18,secondary
male,81,Primary_terminal_leaver,not_taken,18,primary_terminal_leaver
male,103,Senior_cycle_terminal_leaver-secondary_school,taken,43,secondary
male,114,Senior_cycle_terminal_leaver-secondary_school,taken,37,secondary
male,101,Senior_cycle_terminal_leaver-secondary_school,taken,35,secondary
male,70,Primary_terminal_leaver,not_taken,58,primary_terminal_leaver
male,70,Junior_cycle_terminal_leaver-vocational_school,not_taken,?,vocational
male,109,Senior_cycle_terminal_leaver-secondary_school,taken,?,secondary
male,78,Senior_cycle_terminal_leaver-secondary_school,taken,58,vocational
male,70,Primary_terminal_leaver,not_taken,37,primary_terminal_leaver
male,70,Junior_cycle_terminal_leaver-vocational_school,not_taken,58,vocational
male,104,Senior_cycle_terminal_leaver-secondary_school,taken,37,secondary
male,86,Primary_terminal_leaver,not_taken,18,primary_terminal_leaver
male,99,Junior_cycle_terminal_leaver-vocational_school,not_taken,35,vocational
male,98,Junior_cycle_terminal_leaver-vocational_school,not_taken,58,vocational
male,118,Junior_cycle_terminal_leaver-vocational_school,not_taken,18,vocational
male,76,Junior_cycle_incomplete-vocational_school,not_taken,?,vocational
male,102,Junior_cycle_incomplete-secondary_school,not_taken,18,secondary
male,106,Junior_cycle_terminal_leaver-vocational_school,not_taken,37,vocational
male,108,Junior_cycle_terminal_leaver-vocational_school,not_taken,35,vocational
male,110,Senior_cycle_incomplete-vocational_school,not_taken,37,vocational
male,110,Junior_cycle_terminal_leaver-vocational_school,not_taken,37,vocational
male,89,Senior_cycle_incomplete-vocational_school,not_taken,28,vocational
male,83,Junior_cycle_terminal_leaver-vocational_school,not_taken,18,vocational
male,96,Junior_cycle_terminal_leaver-secondary_school,not_taken,37,secondary
male,113,3rd_level_complete,taken,65,secondary
male,95,Senior_cycle_terminal_leaver-secondary_school,taken,37,secondary
male,108,Junior_cycle_terminal_leaver-vocational_school,not_taken,38,vocational
male,96,Junior_cycle_terminal_leaver-secondary_school,not_taken,28,secondary
male,79,Senior_cycle_incomplete-secondary_school,not_taken,61,secondary
female,99,Junior_cycle_terminal_leaver-secondary_school,not_taken,37,secondary
female,107,3rd_level_complete,taken,37,secondary
female,94,Junior_cycle_incomplete-vocational_school,not_taken,37,vocational
female,88,Junior_cycle_terminal_leaver-secondary_school,not_taken,37,secondary
female,82,Junior_cycle_terminal_leaver-secondary_school,not_taken,57,secondary
female,100,Senior_cycle_terminal_leaver-secondary_school,taken,57,secondary
female,102,Senior_cycle_terminal_leaver-secondary_school,taken,40,secondary
female,111,Senior_cycle_terminal_leaver-secondary_school,taken,58,secondary
female,111,Senior_cycle_terminal_leaver-secondary_school,taken,57,secondary
female,94,Primary_terminal_leaver,not_taken,58,primary_terminal_leaver
female,94,Senior_cycle_terminal_leaver-secondary_school,taken,18,secondary
female,93,Junior_cycle_terminal_leaver-vocational_school,not_taken,18,vocational
female,90,Senior_cycle_terminal_leaver-secondary_school,taken,58,secondary
female,84,Junior_cycle_terminal_leaver-secondary_school,not_taken,18,secondary
female,100,Junior_cycle_terminal_leaver-vocational_school,not_taken,27,vocational
female,106,Senior_cycle_terminal_leaver-secondary_school,taken,51,secondary
female,114,3rd_level_incomplete,taken,57,secondary
female,101,Senior_cycle_terminal_leaver-secondary_school,taken,?,secondary
female,115,Senior_cycle_terminal_leaver-secondary_school,taken,43,secondary
female,108,Senior_cycle_terminal_leaver-secondary_school,taken,58,secondary
female,117,3rd_level_complete,taken,51,secondary
female,110,Junior_cycle_terminal_leaver-secondary_school,not_taken,28,secondary
female,93,Senior_cycle_terminal_leaver-secondary_school,taken,43,secondary
female,114,3rd_level_complete,taken,?,secondary
female,72,Primary_terminal_leaver,not_taken,?,primary_terminal_leaver
female,116,Senior_cycle_terminal_leaver-secondary_school,taken,?,secondary
female,117,3rd_level_complete,taken,37,secondary
female,102,Senior_cycle_terminal_leaver-secondary_school,taken,40,secondary
female,84,Senior_cycle_terminal_leaver-secondary_school,taken,18,secondary
female,94,Junior_cycle_incomplete-secondary_school,not_taken,28,secondary
female,81,Senior_cycle_terminal_leaver-secondary_school,taken,37,secondary
female,101,Junior_cycle_terminal_leaver-secondary_school,not_taken,18,secondary
female,91,Senior_cycle_terminal_leaver-secondary_school,taken,37,secondary
female,93,Senior_cycle_terminal_leaver-secondary_school,taken,38,secondary
female,116,Senior_cycle_terminal_leaver-secondary_school,taken,18,secondary
female,90,Senior_cycle_terminal_leaver-secondary_school,taken,57,secondary
female,115,Senior_cycle_terminal_leaver-secondary_school,taken,35,secondary
female,89,Primary_terminal_leaver,not_taken,18,primary_terminal_leaver
female,108,3rd_level_complete,taken,37,secondary
female,100,Senior_cycle_terminal_leaver-secondary_school,taken,18,secondary
female,86,Junior_cycle_terminal_leaver-vocational_school,not_taken,37,vocational
female,84,Junior_cycle_terminal_leaver-secondary_school,not_taken,37,secondary
female,90,Junior_cycle_terminal_leaver-vocational_school,not_taken,37,vocational
female,103,3rd_level_complete,taken,28,secondary
female,100,Senior_cycle_terminal_leaver-secondary_school,taken,57,secondary
female,102,Senior_cycle_terminal_leaver-secondary_school,taken,43,secondary
female,82,Junior_cycle_terminal_leaver-secondary_school,not_taken,35,secondary
female,83,Junior_cycle_terminal_leaver-secondary_school,not_taken,37,secondary
female,113,Senior_cycle_terminal_leaver-secondary_school,taken,37,secondary
female,117,3rd_level_complete,taken,57,secondary
female,111,Senior_cycle_terminal_leaver-secondary_school,taken,18,secondary
female,100,Senior_cycle_terminal_leaver-secondary_school,taken,37,secondary
female,91,3rd_level_complete,taken,58,secondary
female,97,Senior_cycle_terminal_leaver-secondary_school,taken,58,secondary
female,109,3rd_level_incomplete,taken,43,secondary
female,100,Junior_cycle_incomplete-secondary_school,not_taken,37,secondary
female,98,Junior_cycle_terminal_leaver-secondary_school,not_taken,37,secondary
female,85,Senior_cycle_incomplete-secondary_school,not_taken,35,secondary
female,91,Primary_terminal_leaver,not_taken,18,primary_terminal_leaver
female,85,Junior_cycle_terminal_leaver-secondary_school,not_taken,31,secondary
female,81,Senior_cycle_terminal_leaver-secondary_school,taken,37,secondary
female,87,Senior_cycle_terminal_leaver-secondary_school,taken,37,secondary
female,95,3rd_level_complete,taken,37,secondary
female,102,Junior_cycle_incomplete-secondary_school,not_taken,37,secondary
female,94,Primary_terminal_leaver,not_taken,38,primary_terminal_leaver
female,89,Senior_cycle_incomplete-secondary_school,not_taken,37,secondary
female,112,Junior_cycle_incomplete-vocational_school,not_taken,37,vocational
female,118,Senior_cycle_terminal_leaver-secondary_school,taken,37,secondary
female,70,Senior_cycle_incomplete-secondary_school,not_taken,37,secondary
female,103,3rd_level_complete,taken,37,secondary
female,90,Senior_cycle_terminal_leaver-secondary_school,taken,37,secondary
female,97,Senior_cycle_terminal_leaver-secondary_school,taken,37,secondary
female,104,Senior_cycle_incomplete-vocational_school,not_taken,37,vocational
female,91,Junior_cycle_incomplete-vocational_school,not_taken,37,vocational
female,94,Junior_cycle_terminal_leaver-vocational_school,not_taken,37,vocational
female,107,Junior_cycle_incomplete-secondary_school,not_taken,57,secondary
female,90,Junior_cycle_incomplete-secondary_school,not_taken,37,secondary
female,70,Senior_cycle_terminal_leaver-secondary_school,taken,37,secondary
female,97,Junior_cycle_terminal_leaver-vocational_school,not_taken,37,vocational
female,104,Junior_cycle_terminal_leaver-secondary_school,not_taken,18,secondary
female,96,Junior_cycle_terminal_leaver-secondary_school,not_taken,28,secondary
female,81,Junior_cycle_incomplete-vocational_school,not_taken,18,vocational
female,114,Senior_cycle_terminal_leaver-secondary_school,taken,28,secondary
female,106,Junior_cycle_terminal_leaver-vocational_school,not_taken,18,vocational
female,105,Senior_cycle_terminal_leaver-secondary_school,taken,18,secondary
female,92,Junior_cycle_incomplete-vocational_school,not_taken,28,vocational
female,96,Senior_cycle_terminal_leaver-secondary_school,taken,38,secondary
female,84,Junior_cycle_terminal_leaver-vocational_school,not_taken,18,vocational
female,89,Junior_cycle_incomplete-vocational_school,not_taken,18,vocational
female,111,Senior_cycle_terminal_leaver-secondary_school,taken,58,secondary
female,102,Junior_cycle_terminal_leaver-vocational_school,not_taken,18,vocational
female,99,Junior_cycle_terminal_leaver-vocational_school,not_taken,37,vocational
female,104,Junior_cycle_incomplete-secondary_school,not_taken,37,secondary
female,70,Junior_cycle_terminal_leaver-vocational_school,not_taken,31,vocational
female,70,Junior_cycle_terminal_leaver-vocational_school,not_taken,35,vocational
female,90,Junior_cycle_incomplete-vocational_school,not_taken,18,vocational
female,104,Senior_cycle_terminal_leaver-secondary_school,taken,18,secondary
female,102,Senior_cycle_terminal_leaver-secondary_school,taken,37,secondary
female,86,Senior_cycle_terminal_leaver-secondary_school,taken,37,secondary
female,73,Senior_cycle_terminal_leaver-secondary_school,taken,35,secondary
female,81,Junior_cycle_terminal_leaver-secondary_school,not_taken,37,secondary
female,93,Senior_cycle_terminal_leaver-secondary_school,taken,57,secondary
female,111,Senior_cycle_incomplete-secondary_school,not_taken,37,secondary
female,104,Junior_cycle_incomplete-secondary_school,not_taken,18,secondary
female,105,Junior_cycle_terminal_leaver-secondary_school,not_taken,28,secondary
female,73,Junior_cycle_terminal_leaver-secondary_school,not_taken,37,secondary
female,85,Senior_cycle_terminal_leaver-secondary_school,taken,28,secondary
female,107,3rd_level_complete,taken,61,secondary
female,112,3rd_level_complete,taken,62,secondary
male,127,3rd_level_complete,taken,40,secondary
male,114,Junior_cycle_terminal_leaver-secondary_school,not_taken,66,secondary
male,114,Senior_cycle_terminal_leaver-secondary_school,taken,71,secondary
male,109,Junior_cycle_incomplete-vocational_school,not_taken,18,vocational
male,93,Senior_cycle_terminal_leaver-secondary_school,taken,51,secondary
female,114,Senior_cycle_terminal_leaver-secondary_school,taken,40,secondary
female,100,Senior_cycle_terminal_leaver-secondary_school,taken,31,secondary
female,92,Junior_cycle_incomplete-secondary_school,not_taken,18,secondary
female,110,Senior_cycle_terminal_leaver-secondary_school,taken,61,secondary
female,93,Junior_cycle_terminal_leaver-vocational_school,not_taken,37,vocational
female,96,Junior_cycle_incomplete-vocational_school,not_taken,43,vocational
male,120,?,not_taken,75,secondary
male,114,3rd_level_complete,taken,75,secondary
male,127,3rd_level_complete,taken,40,secondary
male,106,Senior_cycle_terminal_leaver-secondary_school,taken,75,secondary
male,110,Senior_cycle_terminal_leaver-secondary_school,taken,53,secondary
male,92,Senior_cycle_incomplete-vocational_school,not_taken,38,vocational
male,125,3rd_level_complete,taken,71,secondary
male,108,Senior_cycle_terminal_leaver-secondary_school,taken,71,secondary
female,112,Senior_cycle_terminal_leaver-secondary_school,taken,18,secondary
female,93,Senior_cycle_terminal_leaver-secondary_school,taken,69,secondary
female,114,Senior_cycle_terminal_leaver-secondary_school,taken,75,secondary
female,104,Senior_cycle_terminal_leaver-secondary_school,taken,18,secondary
female,92,Senior_cycle_terminal_leaver-secondary_school,taken,75,secondary
female,104,Junior_cycle_terminal_leaver-secondary_school,not_taken,43,secondary
female,109,Senior_cycle_terminal_leaver-secondary_school,taken,71,secondary
female,109,3rd_level_complete,taken,40,secondary
female,104,Junior_cycle_terminal_leaver-secondary_school,not_taken,18,secondary
male,123,Senior_cycle_incomplete-vocational_school,not_taken,36,vocational
male,125,3rd_level_complete,taken,31,secondary
male,127,3rd_level_complete,taken,37,secondary
male,129,3rd_level_complete,taken,43,secondary
male,119,3rd_level_incomplete,taken,69,secondary
male,125,Junior_cycle_terminal_leaver-vocational_school,not_taken,71,vocational
male,121,Senior_cycle_terminal_leaver-secondary_school,taken,37,secondary
male,124,Senior_cycle_terminal_leaver-secondary_school,taken,36,secondary
male,125,Senior_cycle_terminal_leaver-secondary_school,taken,18,secondary
male,129,Junior_cycle_terminal_leaver-secondary_school,not_taken,18,secondary
male,122,Senior_cycle_terminal_leaver-secondary_school,taken,62,secondary
male,121,3rd_level_incomplete,taken,37,secondary
male,129,3rd_level_incomplete,taken,?,secondary
male,122,Senior_cycle_terminal_leaver-secondary_school,taken,40,secondary
male,126,Junior_cycle_terminal_leaver-vocational_school,not_taken,51,vocational
male,122,3rd_level_complete,taken,35,secondary
male,123,Senior_cycle_terminal_leaver-secondary_school,taken,65,secondary
male,119,3rd_level_complete,taken,71,secondary
female,120,3rd_level_complete,taken,40,secondary
female,127,Junior_cycle_incomplete-vocational_school,not_taken,35,vocational
female,127,Senior_cycle_terminal_leaver-secondary_school,taken,62,secondary
female,120,Senior_cycle_terminal_leaver-secondary_school,taken,61,secondary
female,127,Senior_cycle_terminal_leaver-secondary_school,taken,58,secondary
female,123,Senior_cycle_terminal_leaver-secondary_school,taken,37,secondary
female,120,3rd_level_complete,taken,37,secondary
female,123,Senior_cycle_terminal_leaver-secondary_school,taken,37,secondary
female,122,Junior_cycle_terminal_leaver-vocational_school,not_taken,18,vocational
female,119,3rd_level_complete,taken,37,secondary
male,130,Senior_cycle_incomplete-vocational_school,not_taken,?,vocational
male,134,3rd_level_incomplete,taken,62,secondary
male,136,3rd_level_complete,taken,61,secondary
male,135,3rd_level_complete,taken,61,secondary
male,140,3rd_level_complete,taken,71,secondary
male,131,Senior_cycle_terminal_leaver-secondary_school,taken,30,secondary
male,137,3rd_level_complete,taken,62,secondary
male,136,3rd_level_complete,taken,18,secondary
male,132,3rd_level_complete,taken,37,secondary
female,135,3rd_level_complete,taken,62,secondary
female,134,3rd_level_complete,taken,?,secondary