This data is from the 2019 PISA implementation for the United States. It is used to predict whether a student attends a public or private school. The dependent variable (`Public`) is is imbalanced with approximately 93
Format
A data frame with 5,233 observations of 45 variables.
- Public
Whether student attends a public or private school.
- ST04Q01
Sex
- ST05Q01
Attend <ISCED 0>
- ST06Q01
Age at <ISCED 1>
- ST07Q01
Repeat <ISCED 1>
- ST08Q01
At Home - Mother
- ST08Q02
At Home - Father
- ST08Q03
At Home - Brothers
- ST08Q04
At Home - Sisters
- ST08Q05
At Home - Grandparents
- ST08Q06
At Home - Others
- ST10Q01
Mother <Highest Schooling>
- ST12Q01
Mother Current Job Status
- ST14Q01
Father <Highest Schooling>
- ST16Q01
Father Current Job Status
- ST19Q01
Language at home
- ST20Q01
Possessions desk
- ST20Q02
Possessions own room
- ST20Q03
Possessions study place
- ST20Q04
Possessions computer
- ST20Q05
Possessions software
- ST20Q06
Possessions Internet
- ST20Q07
Possessions literature
- ST20Q08
Possessions poetry
- ST20Q09
Possessions art
- ST20Q10
Possessions textbooks
- ST20Q12
Possessions dictionary
- ST20Q13
Possessions dishwasher
- ST21Q01
How many cellular phones
- ST21Q02
How many televisions
- ST21Q03
How many computers
- ST21Q04
How many cars
- ST21Q05
How many rooms bath or shower
- ST22Q01
How many books at home
- ST23Q01
Reading Enjoyment Time
- ST31Q01
<Enrich> in <test lang>
- ST31Q02
<Enrich> in <mathematics>
- ST31Q03
<Enrich> in <science>
- ST31Q05
<Remedial> in <test lang>
- ST31Q06
<Remedial> in <mathematics>
- ST31Q07
<Remedial> in <science>
- ST32Q01
Out of school lessons <test lang>
- ST32Q02
Out of school lessons <maths>
- ST32Q03
Out of school lessons <science>