Using Data

Student Performance Data

Hours Studied	Attendance	Parental Involvement	Access to Resources	Extracurricular Activities	Sleep Hours	Previous Scores	Motivation Level	Internet Access	Tutoring Sessions	Family Income	Teacher Quality	School Type	Peer Influence	Physical Activity	Learning Disabilities	Parental Education Level	Distance from Home	Gender	Exam Score
23	84	Low	High	No	7	73	Low	Yes	0	Low	Medium	Public	Positive	3	No	High School	Near	Male	67
19	64	Low	Medium	No	8	59	Low	Yes	2	Medium	Medium	Public	Negative	4	No	College	Moderate	Female	61
24	98	Medium	Medium	Yes	7	91	Medium	Yes	2	Medium	Medium	Public	Neutral	4	No	Postgraduate	Near	Male	74
29	89	Low	Medium	Yes	8	98	Medium	Yes	1	Medium	Medium	Public	Negative	4	No	High School	Moderate	Male	71
19	92	Medium	Medium	Yes	6	65	Medium	Yes	3	Medium	High	Public	Neutral	4	No	College	Near	Female	70
19	88	Medium	Medium	Yes	8	89	Medium	Yes	3	Medium	Medium	Public	Positive	3	No	Postgraduate	Near	Male	71
29	84	Medium	Low	Yes	7	68	Low	Yes	1	Low	Medium	Private	Neutral	2	No	High School	Moderate	Male	67
25	78	Low	High	Yes	6	50	Medium	Yes	1	High	High	Public	Negative	2	No	High School	Far	Male	66
17	94	Medium	High	No	6	80	High	Yes	0	Medium	Low	Private	Neutral	1	No	College	Near	Male	69
23	98	Medium	Medium	Yes	8	71	Medium	Yes	0	High	High	Public	Positive	5	No	High School	Moderate	Male	72
17	80	Low	High	No	8	88	Medium	No	4	Medium	High	Private	Neutral	4	No	College	Moderate	Male	68
17	97	Medium	High	Yes	6	87	Low	Yes	2	Low	High	Private	Neutral	2	No	High School	Near	Male	71
21	83	Medium	Medium	Yes	8	97	Low	Yes	2	Medium	Medium	Public	Positive	4	No	High School	Near	Male	70
9	82	Medium	Medium	Yes	8	72	Medium	Yes	2	Medium	Medium	Private	Positive	3	No	Postgraduate	Near	Male	66
10	78	Medium	High	Yes	8	74	Medium	Yes	1	Low	Medium	Private	Neutral	4	No	Postgraduate	Near	Male	65
17	68	Medium	Medium	No	8	70	Medium	Yes	2	Medium	Medium	Private	Positive	4	No	High School	Near	Female	64
14	60	Medium	Low	Yes	10	65	Low	Yes	0	High	Medium	Private	Positive	3	No	College	Near	Male	60
22	70	Low	Medium	Yes	6	82	Medium	Yes	1	Low	High	Public	Neutral	3	No	High School	Near	Female	65
15	80	Medium	Medium	Yes	9	91	Low	Yes	3	Low	Medium	Public	Positive	2	No	College	Moderate	Female	67
12	75	Medium	High	Yes	7	58	Medium	Yes	3	Medium	Medium	Private	Positive	4	No	College	Near	Male	66
29	78	Medium	Medium	No	5	99	High	Yes	0	High	Medium	Public	Negative	1	No	High School	Moderate	Female	69
19	99	Medium	High	No	6	84	Medium	Yes	1	Medium	High	Public	Neutral	3	No	High School	Near	Male	72
20	74	Medium	High	No	8	89	Low	Yes	1	Medium	Medium	Public	Negative	2	No	College	Moderate	Female	66
11	78	High	Medium	Yes	8	100	High	Yes	1	Low	Medium	Public	Neutral	3	No	High School	Moderate	Male	66
17	65	Low	High	Yes	5	75	Medium	Yes	2	Low	Medium	Public	Positive	3	No	High School	Near	Female	63