Student Alcohol Consumption

Name: Student Alcohol Consumption
Creator: Helix
Keywords: dataset, discovered, format:csv, hugging face, license:cc0-1.0, modality:tabular, modality:text, size_categories:1K<n<10K

Hugging Face

Student Alcohol Consumption Dataset A dataset on social, gender and study data from secondary school students. Following was retrieved from UCI machine learning repository. Context: The data were obtained in a survey of students math and portuguese language courses in secondary school. It contains a lot of interesting social, gender and study information about students. You can use it for some EDA or try to predict students final grade. Content: Attributes for both… See the full description on the dataset page: https://huggingface.co/datasets/scikit-learn/student-alcohol-consumption.

scikit-learn--student-alcohol-consumption.parquet 500 rows scikit-learn/student-alcohol-consumption

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line chart of age over traveltime average age by school top 10 school by total age scatter age vs Medu coloured by school

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500 rows · 33 columns · showing first 12

#	school text	sex text	age integer	address text	famsize text	Pstatus text	Medu integer	Fedu integer	Mjob text	Fjob text	reason text	guardian text	traveltime integer	studytime integer	failures integer	schoolsup text	famsup text	paid text	activities text	nursery text	higher text	internet text	romantic text	famrel integer	freetime integer	goout integer	Dalc integer	Walc integer	health integer	absences integer	G1 integer	G2 integer	G3 integer
1	GP	F	18	U	GT3	A	4	4	at_home	teacher	course	mother	2	2	0	yes	no	no	no	yes	yes	no	no	4	3	4	1	1	3	6	5	6	6
2	GP	F	17	U	GT3	T	1	1	at_home	other	course	father	1	2	0	no	yes	no	no	no	yes	yes	no	5	3	3	1	1	3	4	5	5	6
3	GP	F	15	U	LE3	T	1	1	at_home	other	other	mother	1	2	3	yes	no	yes	no	yes	yes	yes	no	4	3	2	2	3	3	10	7	8	10
4	GP	F	15	U	GT3	T	4	2	health	services	home	mother	1	3	0	no	yes	yes	yes	yes	yes	yes	yes	3	2	2	1	1	5	2	15	14	15
5	GP	F	16	U	GT3	T	3	3	other	other	home	father	1	2	0	no	yes	yes	no	yes	yes	no	no	4	3	2	1	2	5	4	6	10	10
6	GP	M	16	U	LE3	T	4	3	services	other	reputation	mother	1	2	0	no	yes	yes	yes	yes	yes	yes	no	5	4	2	1	2	5	10	15	15	15
7	GP	M	16	U	LE3	T	2	2	other	other	home	mother	1	2	0	no	no	no	no	yes	yes	yes	no	4	4	4	1	1	3	0	12	12	11
8	GP	F	17	U	GT3	A	4	4	other	teacher	home	mother	2	2	0	yes	yes	no	no	yes	yes	no	no	4	1	4	1	1	1	6	6	5	6
9	GP	M	15	U	LE3	A	3	2	services	other	home	mother	1	2	0	no	yes	yes	no	yes	yes	yes	no	4	2	2	1	1	1	0	16	18	19
10	GP	M	15	U	GT3	T	3	4	other	other	home	mother	1	2	0	no	yes	yes	yes	yes	yes	yes	no	5	5	1	1	1	5	0	14	15	15
11	GP	F	15	U	GT3	T	4	4	teacher	health	reputation	mother	1	2	0	no	yes	yes	no	yes	yes	yes	no	3	3	3	1	2	2	0	10	8	9
12	GP	F	15	U	GT3	T	2	1	services	other	reputation	father	3	3	0	no	yes	no	yes	yes	yes	yes	no	5	2	2	1	1	4	4	10	12	12

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Columns

school categorical
sex categorical
age numeric
address categorical
famsize categorical
Pstatus categorical
Medu numeric
Fedu numeric
Mjob categorical
Fjob categorical
reason categorical
guardian categorical
traveltime datetime
studytime datetime
failures numeric
schoolsup categorical
famsup categorical
paid categorical
activities categorical
nursery categorical
higher categorical
internet categorical
romantic categorical
famrel numeric
freetime datetime
goout numeric
Dalc numeric
Walc numeric
health numeric
absences numeric
G1 numeric
G2 numeric
G3 numeric

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