Student Performance Prediction

Predict student performance in secondary education (high school)

@kaggle.henryshan_student_performance_prediction

Table List

2 tables(58.24 KB)

Mat2

@kaggle.henryshan_student_performance_prediction.mat2

27.31 KB
395 rows
34 columns

unnamed_0 Unnamed: 0	school School	sex Sex	age Age	address Address	famsize Famsize	pstatus Pstatus	medu Medu	fedu Fedu	mjob Mjob	fjob Fjob	reason Reason	guardian Guardian	traveltime Traveltime	studytime Studytime	failures Failures	schoolsup Schoolsup	famsup Famsup	paid Paid	activities Activities	nursery Nursery	higher Higher	internet Internet	romantic Romantic	famrel Famrel	freetime Freetime	goout Goout	dalc Dalc	walc Walc	health Health	absences Absences	g1 G1	g2 G2	g3 G3
	GP	F	18	U	GT3	A	4	4	at_home	teacher	course	mother	2	2		yes	no	no	no	yes	yes	no	no	4	3	4	1	1	3	6	5	6	6
1	GP	F	17	U	GT3	T	1	1	at_home	other	course	father	1	2		no	yes	no	no	no	yes	yes	no	5	3	3	1	1	3	4	5	5	6
2	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
3	GP	F	15	U	GT3	T	4	2	health	services	home	mother	1	3		no	yes	yes	yes	yes	yes	yes	yes	3	2	2	1	1	5	2	15	14	15
4	GP	F	16	U	GT3	T	3	3	other	other	home	father	1	2		no	yes	yes	no	yes	yes	no	no	4	3	2	1	2	5	4	6	10	10
5	GP	M	16	U	LE3	T	4	3	services	other	reputation	mother	1	2		no	yes	yes	yes	yes	yes	yes	no	5	4	2	1	2	5	10	15	15	15
6	GP	M	16	U	LE3	T	2	2	other	other	home	mother	1	2		no	no	no	no	yes	yes	yes	no	4	4	4	1	1	3		12	12	11
7	GP	F	17	U	GT3	A	4	4	other	teacher	home	mother	2	2		yes	yes	no	no	yes	yes	no	no	4	1	4	1	1	1	6	6	5	6
8	GP	M	15	U	LE3	A	3	2	services	other	home	mother	1	2		no	yes	yes	no	yes	yes	yes	no	4	2	2	1	1	1		16	18	19
9	GP	M	15	U	GT3	T	3	4	other	other	home	mother	1	2		no	yes	yes	yes	yes	yes	yes	no	5	5	1	1	1	5		14	15	15


CREATE TABLE mat2 (
  "unnamed_0" BIGINT,
  "school" VARCHAR,
  "sex" VARCHAR,
  "age" BIGINT,
  "address" VARCHAR,
  "famsize" VARCHAR,
  "pstatus" VARCHAR,
  "medu" BIGINT,
  "fedu" BIGINT,
  "mjob" VARCHAR,
  "fjob" VARCHAR,
  "reason" VARCHAR,
  "guardian" VARCHAR,
  "traveltime" BIGINT,
  "studytime" BIGINT,
  "failures" BIGINT,
  "schoolsup" VARCHAR,
  "famsup" VARCHAR,
  "paid" VARCHAR,
  "activities" VARCHAR,
  "nursery" VARCHAR,
  "higher" VARCHAR,
  "internet" VARCHAR,
  "romantic" VARCHAR,
  "famrel" BIGINT,
  "freetime" BIGINT,
  "goout" BIGINT,
  "dalc" BIGINT,
  "walc" BIGINT,
  "health" BIGINT,
  "absences" BIGINT,
  "g1" BIGINT,
  "g2" BIGINT,
  "g3" BIGINT
);