Datasets:

MoazIrfan
/

student-score-dataset

Unnamed: 0 int64 0 999	Gender stringclasses 2 values	EthnicGroup stringclasses 5 values	ParentEduc stringclasses 6 values	LunchType stringclasses 2 values	TestPrep stringclasses 2 values	ParentMaritalStatus stringclasses 4 values	PracticeSport stringclasses 3 values	IsFirstChild stringclasses 2 values	NrSiblings float64 0 7 ⌀	TransportMeans stringclasses 2 values	WklyStudyHours stringclasses 3 values	MathScore int64 0 100	ReadingScore int64 10 100	WritingScore int64 4 100
0	female	null	bachelor's degree	standard	none	married	regularly	yes	3	school_bus	< 5	71	71	74
1	female	group C	some college	standard	null	married	sometimes	yes	0	null	5 - 10	69	90	88
2	female	group B	master's degree	standard	none	single	sometimes	yes	4	school_bus	< 5	87	93	91
3	male	group A	associate's degree	free/reduced	none	married	never	no	1	null	5 - 10	45	56	42
4	male	group C	some college	standard	none	married	sometimes	yes	0	school_bus	5 - 10	76	78	75
5	female	group B	associate's degree	standard	none	married	regularly	yes	1	school_bus	5 - 10	73	84	79
6	female	group B	some college	standard	completed	widowed	never	no	1	private	5 - 10	85	93	89
7	male	group B	some college	free/reduced	none	married	sometimes	yes	1	private	> 10	41	43	39
8	male	group D	high school	free/reduced	completed	single	sometimes	no	3	private	> 10	65	64	68
9	female	group B	high school	free/reduced	none	married	regularly	yes	null	private	< 5	37	59	50
10	male	group C	associate's degree	standard	none	null	sometimes	yes	1	private	5 - 10	58	54	52
11	male	group D	associate's degree	standard	none	divorced	sometimes	yes	1	school_bus	5 - 10	40	52	43
12	female	group B	high school	standard	none	married	regularly	no	1	private	5 - 10	66	82	74
13	male	group A	some college	standard	completed	single	sometimes	yes	1	private	> 10	80	73	71
14	female	group A	master's degree	standard	none	divorced	sometimes	yes	2	private	< 5	48	53	58
15	female	group C	some high school	standard	none	married	sometimes	yes	0	private	null	69	75	78
16	male	group C	high school	standard	null	married	sometimes	yes	0	school_bus	5 - 10	88	89	86
17	female	group B	some high school	free/reduced	none	divorced	sometimes	yes	1	school_bus	5 - 10	18	32	28
18	male	group C	master's degree	free/reduced	completed	single	sometimes	no	1	private	5 - 10	46	42	47
19	female	group C	associate's degree	free/reduced	none	married	never	yes	3	private	< 5	50	56	58
20	male	group D	high school	standard	none	married	sometimes	yes	5	school_bus	5 - 10	66	69	63
21	female	group B	some college	free/reduced	completed	married	sometimes	no	2	school_bus	5 - 10	65	75	70
22	male	group D	null	standard	none	married	never	yes	5	null	5 - 10	42	53	51
23	female	group C	some high school	standard	none	divorced	never	no	3	null	5 - 10	66	71	71
24	male	group D	null	free/reduced	completed	married	sometimes	yes	2	school_bus	5 - 10	74	71	80
25	male	group A	master's degree	free/reduced	none	married	regularly	yes	1	school_bus	5 - 10	75	76	76
26	male	group B	some college	standard	none	married	sometimes	yes	5	school_bus	< 5	66	53	53
27	female	group C	bachelor's degree	standard	none	married	sometimes	yes	4	school_bus	> 10	69	70	76
28	male	group C	high school	standard	none	married	sometimes	no	1	private	5 - 10	70	70	65
30	female	group D	some college	standard	none	single	sometimes	yes	0	private	< 5	66	72	72
31	female	group B	some college	standard	none	single	sometimes	yes	5	null	5 - 10	63	65	61
32	female	group E	master's degree	free/reduced	none	divorced	sometimes	yes	1	school_bus	5 - 10	56	73	66
33	male	null	some college	standard	none	married	sometimes	no	2	private	5 - 10	40	42	38
34	male	group E	some college	standard	none	divorced	sometimes	yes	0	school_bus	null	97	87	82
35	male	group E	associate's degree	standard	completed	single	sometimes	no	null	school_bus	5 - 10	81	81	79
36	female	group D	associate's degree	standard	none	married	regularly	no	2	private	5 - 10	76	82	85
37	female	group D	some high school	free/reduced	none	married	regularly	yes	1	private	5 - 10	51	64	60
38	female	group D	associate's degree	free/reduced	completed	married	regularly	no	1	school_bus	5 - 10	77	91	90
39	male	group B	associate's degree	free/reduced	none	single	regularly	yes	5	school_bus	5 - 10	58	56	58
40	male	group C	associate's degree	free/reduced	none	married	never	yes	0	school_bus	5 - 10	53	60	52
41	female	group C	associate's degree	standard	none	divorced	regularly	no	1	null	5 - 10	59	74	69
43	male	group B	some college	free/reduced	null	married	regularly	yes	3	school_bus	5 - 10	60	65	67
44	female	group E	associate's degree	free/reduced	none	married	sometimes	yes	5	school_bus	< 5	48	55	52
45	male	group B	associate's degree	standard	none	single	sometimes	yes	3	school_bus	< 5	63	53	55
47	female	group C	high school	standard	none	married	regularly	yes	null	private	5 - 10	67	72	77
49	male	group C	high school	standard	completed	married	sometimes	null	3	null	5 - 10	82	84	82
50	male	group E	some college	standard	none	married	null	no	3	school_bus	> 10	54	55	48
51	male	null	associate's degree	free/reduced	completed	married	regularly	no	2	private	< 5	76	68	68
52	male	group C	some college	standard	none	divorced	regularly	yes	3	school_bus	> 10	56	45	43
53	male	group D	high school	standard	none	single	sometimes	yes	2	school_bus	5 - 10	88	78	75
54	female	null	some high school	free/reduced	completed	married	regularly	yes	null	private	> 10	75	86	90
55	female	group C	high school	free/reduced	none	divorced	sometimes	yes	2	private	5 - 10	33	41	43
56	female	group E	associate's degree	standard	completed	married	sometimes	yes	3	school_bus	> 10	84	86	87
57	male	group D	associate's degree	standard	none	single	sometimes	no	2	private	5 - 10	52	55	49
58	male	group D	null	standard	completed	married	regularly	no	1	private	> 10	61	60	60
59	female	group C	some high school	free/reduced	none	single	regularly	yes	3	school_bus	> 10	0	17	10
61	male	group A	some high school	free/reduced	none	married	sometimes	yes	null	school_bus	5 - 10	39	39	34
62	male	group A	associate's degree	free/reduced	none	married	sometimes	yes	5	private	5 - 10	62	61	55
64	female	group D	some high school	standard	none	married	sometimes	yes	0	school_bus	5 - 10	59	58	59
65	male	group B	some high school	standard	none	married	never	yes	1	private	< 5	63	62	58
66	male	group D	some high school	free/reduced	none	married	sometimes	yes	4	school_bus	5 - 10	45	37	37
67	female	group C	some college	standard	none	married	regularly	no	3	school_bus	5 - 10	61	73	75
68	male	group B	associate's degree	free/reduced	none	divorced	regularly	no	3	school_bus	null	62	58	57
69	female	group C	associate's degree	standard	none	single	sometimes	yes	3	school_bus	5 - 10	39	64	57
71	male	group D	some college	standard	completed	divorced	sometimes	yes	3	private	> 10	64	55	64
72	female	group A	associate's degree	free/reduced	none	single	regularly	yes	1	private	5 - 10	42	51	49
73	male	group C	some high school	free/reduced	none	divorced	never	yes	3	school_bus	5 - 10	59	56	54
74	male	group C	some high school	standard	null	married	sometimes	yes	2	private	< 5	47	48	40
75	male	group B	associate's degree	free/reduced	none	divorced	sometimes	no	null	school_bus	5 - 10	44	41	38
76	male	group E	some high school	standard	none	null	sometimes	no	5	school_bus	5 - 10	28	25	21
77	male	group A	null	standard	completed	null	regularly	yes	null	null	5 - 10	82	79	83
78	female	group D	some high school	standard	completed	divorced	sometimes	yes	2	school_bus	> 10	62	75	73
79	female	group E	master's degree	standard	none	divorced	never	yes	1	school_bus	5 - 10	60	68	68
80	female	group B	associate's degree	standard	none	married	regularly	yes	0	private	> 10	49	50	52
81	male	group B	high school	free/reduced	none	married	sometimes	yes	0	private	null	49	45	45
82	male	group A	some college	free/reduced	completed	married	sometimes	no	null	school_bus	5 - 10	50	47	54
83	male	group E	associate's degree	standard	none	married	regularly	yes	0	private	5 - 10	74	64	64
84	male	group D	high school	free/reduced	none	married	never	null	3	private	5 - 10	40	38	33
85	female	group C	some college	standard	none	divorced	sometimes	yes	0	private	5 - 10	73	80	82
86	female	group C	some college	free/reduced	none	married	sometimes	yes	null	school_bus	< 5	73	81	86
87	female	group D	associate's degree	standard	none	single	sometimes	yes	0	private	5 - 10	71	71	74
88	female	group A	some college	standard	none	divorced	regularly	yes	3	school_bus	< 5	57	69	67
89	female	group D	some high school	standard	none	single	sometimes	yes	null	private	> 10	75	87	83
91	male	group C	high school	free/reduced	none	divorced	regularly	no	4	null	5 - 10	27	34	36
92	male	group C	high school	standard	none	divorced	sometimes	no	1	null	< 5	68	77	69
93	male	group C	associate's degree	free/reduced	completed	married	regularly	no	3	private	> 10	45	46	52
94	female	group B	some college	standard	none	married	regularly	yes	4	private	5 - 10	81	87	94
96	male	group B	some high school	standard	completed	married	regularly	yes	5	school_bus	5 - 10	63	65	61
97	female	null	some college	standard	completed	married	never	yes	0	school_bus	< 5	59	69	66
98	female	group D	some college	free/reduced	none	single	regularly	yes	2	null	> 10	61	69	64
99	female	group D	bachelor's degree	standard	none	married	regularly	yes	3	school_bus	< 5	64	66	62
100	male	group B	some college	standard	none	married	sometimes	no	7	school_bus	5 - 10	79	67	67
101	male	group D	bachelor's degree	standard	completed	single	sometimes	no	1	private	5 - 10	68	74	74
102	female	group D	associate's degree	standard	none	married	regularly	yes	3	school_bus	5 - 10	87	92	91
103	male	group B	high school	standard	completed	married	regularly	no	3	school_bus	5 - 10	61	44	48
104	male	null	some college	standard	completed	married	regularly	yes	1	school_bus	> 10	100	88	94
105	female	group C	some college	standard	none	married	sometimes	yes	0	school_bus	5 - 10	58	67	72
106	female	group D	master's degree	standard	none	married	sometimes	no	3	private	5 - 10	87	100	100
107	male	group E	null	standard	completed	single	sometimes	yes	0	school_bus	5 - 10	66	63	64
108	female	group B	associate's degree	free/reduced	none	married	sometimes	yes	2	school_bus	5 - 10	52	76	70

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