student_success: Student Success
In sdcastillo/ExamPAData: Data Sets for Predictive Analytics Exam

student_success

R Documentation

Student Success

Description

SOA Student Success PA Sample Project, 2019.

Usage

student_success

Format

data.frame, 585 observations of 33 variables:

school: student's school (binary: GP (Grand Pines) or MHS (Marble Hill School)).
sex: student's sex (binary: female or male).
age: student's age (numeric: from 15 to 22).
address: student's home address type (binary: U (Urban) or R (Rural)).
famsize: family size (binary: GT3 (>3) or LE3 (<3)).
Pstatus: parent's status (binary: A (Apart) or T (Together)).
Medu: mother's education (numeric from 0 - 4. 0 - none, 1 - primary education (4th grade), 2 - 5th to 9th grade, 3 - secondary education (high school), or 4 - higher education (college)).
Fedu: father's education. (numeric from 0 - 4. 0 - none, 1 - primary education (4th grade), 2 - 5th to 9th grade, 3 - secondary education (high school), or 4 - higher education (college)).
Mjob: mother's job (nominal, teacher, health (health care related), services (civil services, administrative or police), at_home, or other)
Fjob: father's job (nominal, teacher, health (health care related), services (civil services, administrative or police), at_home, or other)
reason: reason to choose school (nominal: home (close to home), reputation (school reputation), course (course preference), other).
guardian: student's guardian (nominal: mother, father, or other).
traveltime: home to school travel time (numeric: 1 - < 15 min, 2 - 15 to 30 min, 3 - 30 min to 1 hour, or 4 - > 1 hour).
studytime: weekly study time (numeric: 1 - < 2 hour, 2 - 2 to 5 hours, 3 - 5 to 10 hours, or 4 - > 10 hours).
failures: number of past class failures (numeric: n if 0 <= n < 3, else 3).
schoolsup: extra educational support (binary: yes or no).
famsup: extra family supplement (binary: yes or no).
paid: extra paid classes (binary: yes or no).
activities: extra-curricular activities (binary: yes or no).
nursery: attended nursery school (binary: yes or no).
higher: wants to take higher education (binary: yes or no).
internet: internet access at home (binary: yes or no).
romantic: has a romantic relationship (binary: yes or no).
famrel: quality of family relationships (numeric: from 1 - very bad to 5 - very excellent).
freetime: free time after school (numeric: from 1 - very low to 5 - very high).
goout: going out with friends (numeric: from 1 - very low to 5 - very high)
Dalc: weekday alcohol consumption (numeric: from 1 - very low to 5 - very high).
Walc: weekend alcohol consumption (numeric: from 1 - very low to 5 - very high).
health: current health status (numeric: from 1 - very bad to 5 - very good).
absences: number of school absences (numeric: from 0 to 75).
G1: first trimester grade (numeric: from 0 to 20).
G2: second trimester grade (numeric: from 0 to 20).
G3: third trimester grade (numeric: from 0 to 20).