Exam_Results visuals 2.xlsx

	A	B	C	D	E	F	G	H	I	J	K	L	M	N	O	Q	R	S	T
1	Gender	Demographic Group	Parent Eductation	Meal Plan	Exam Study Course	Maths Exam	Reading Exam	Writing Exam	Math grade	Reading grade	Writing grade	Total score	<>Average	Column1
2	female	group B	bachelor's degree	standard	none	72	72	74	B	B	B	218	YES
3	female	group C	some college	standard	completed	69	90	88	B	A	A	247	YES
4	female	group B	master's degree	standard	none	90	95	93	A	A	A	278	YES			Grade	math	reading	writing
5	male	group A	associate's degree	free/reduced	none	47	57	44	F	C	F	148	NO			A	193	248	234
6	male	group C	some college	standard	none	76	78	75	B	B	B	229	YES			B	359	378	379
7	female	group B	associate's degree	standard	none	71	83	78	B	A	B	232	YES			C	226	213	183
8	female	group B	some college	standard	completed	88	95	92	A	A	A	275	YES			D	86	70	88
9	male	group B	some college	free/reduced	none	40	43	39	F	F	F	122	NO			F	136	91	116
10	male	group D	high school	free/reduced	completed	64	64	67	C	C	B	195	NO
11	female	group B	high school	free/reduced	none	38	60	50	F	C	D	148	NO
12	male	group C	associate's degree	standard	none	58	54	52	C	D	D	164	NO
13	male	group D	associate's degree	standard	none	40	52	43	F	D	F	135	NO
14	female	group B	high school	standard	none	65	81	73	B	A	B	219	YES			Average	204
15	male	group A	some college	standard	completed	78	72	70	B	B	B	220	YES
16	female	group A	master's degree	standard	none	50	53	58	D	D	C	161	NO
17	female	group C	some high school	standard	none	69	75	78	B	B	B	222	YES
18	male	group C	high school	standard	none	88	89	86	A	A	A	263	YES
19	female	group B	some high school	free/reduced	none	18	32	28	F	F	F	78	NO
20	male	group C	master's degree	free/reduced	completed	46	42	46	F	F	F	134	NO
21	female	group C	associate's degree	free/reduced	none	54	58	61	D	C	C	173	NO
22	male	group D	high school	standard	none	66	69	63	B	B	C	198	NO
23	female	group B	some college	free/reduced	completed	65	75	70	B	B	B	210	YES
24	male	group D	some college	standard	none	44	54	53	F	D	D	151	NO
25	female	group C	some high school	standard	none	69	73	73	B	B	B	215	YES
26	male	group D	bachelor's degree	free/reduced	completed	74	71	80	B	B	A	225	YES
27	male	group A	master's degree	free/reduced	none	73	74	72	B	B	B	219	YES
28	male	group B	some college	standard	none	69	54	55	B	D	C	178	NO
29	female	group C	bachelor's degree	standard	none	67	69	75	B	B	B	211	YES
30	male	group C	high school	standard	none	70	70	65	B	B	B	205	YES
31	female	group D	master's degree	standard	none	62	70	75	C	B	B	207	YES
32	female	group D	some college	standard	none	69	74	74	B	B	B	217	YES
33	female	group B	some college	standard	none	63	65	61	C	B	C	189	NO
34	female	group E	master's degree	free/reduced	none	56	72	65	C	B	B	193	NO
35	male	group D	some college	standard	none	40	42	38	F	F	F	120	NO
36	male	group E	some college	standard	none	97	87	82	A	A	A	266	YES
37	male	group E	associate's degree	standard	completed	81	81	79	A	A	B	241	YES
38	female	group D	associate's degree	standard	none	74	81	83	B	A	A	238	YES
39	female	group D	some high school	free/reduced	none	50	64	59	D	C	C	173	NO
40	female	group D	associate's degree	free/reduced	completed	75	90	88	B	A	A	253	YES
41	male	group B	associate's degree	free/reduced	none	57	56	57	C	C	C	170	NO
42	male	group C	associate's degree	free/reduced	none	55	61	54	C	C	D	170	NO
43	female	group C	associate's degree	standard	none	58	73	68	C	B	B	199	NO
44	female	group B	associate's degree	standard	none	53	58	65	D	C	B	176	NO
45	male	group B	some college	free/reduced	completed	59	65	66	C	B	B	190	NO
46	female	group E	associate's degree	free/reduced	none	50	56	54	D	C	D	160	NO
47	male	group B	associate's degree	standard	none	65	54	57	B	D	C	176	NO
48	female	group A	associate's degree	standard	completed	55	65	62	C	B	C	182	NO
49	female	group C	high school	standard	none	66	71	76	B	B	B	213	YES
50	female	group D	associate's degree	free/reduced	completed	57	74	76	C	B	B	207	YES
51	male	group C	high school	standard	completed	82	84	82	A	A	A	248	YES
52	male	group E	some college	standard	none	53	55	48	D	C	F	156	NO
53	male	group E	associate's degree	free/reduced	completed	77	69	68	B	B	B	214	YES
54	male	group C	some college	standard	none	53	44	42	D	F	F	139	NO
55	male	group D	high school	standard	none	88	78	75	A	B	B	241	YES
56	female	group C	some high school	free/reduced	completed	71	84	87	B	A	A	242	YES
57	female	group C	high school	free/reduced	none	33	41	43	F	F	F	117	NO
58	female	group E	associate's degree	standard	completed	82	85	86	A	A	A	253	YES
59	male	group D	associate's degree	standard	none	52	55	49	D	C	F	156	NO
60	male	group D	some college	standard	completed	58	59	58	C	C	C	175	NO
61	female	group C	some high school	free/reduced	none	0	17	10	F	F	F	27	NO
62	male	group E	bachelor's degree	free/reduced	completed	79	74	72	B	B	B	225	YES
63	male	group A	some high school	free/reduced	none	39	39	34	F	F	F	112	NO
64	male	group A	associate's degree	free/reduced	none	62	61	55	C	C	C	178	NO
65	female	group C	associate's degree	standard	none	69	80	71	B	A	B	220	YES
66	female	group D	some high school	standard	none	59	58	59	C	C	C	176	NO
67	male	group B	some high school	standard	none	67	64	61	B	C	C	192	NO
68	male	group D	some high school	free/reduced	none	45	37	37	F	F	F	119	NO
69	female	group C	some college	standard	none	60	72	74	C	B	B	206	YES
70	male	group B	associate's degree	free/reduced	none	61	58	56	C	C	C	175	NO
71	female	group C	associate's degree	standard	none	39	64	57	F	C	C	160	NO
72	female	group D	some college	free/reduced	completed	58	63	73	C	C	B	194	NO
73	male	group D	some college	standard	completed	63	55	63	C	C	C	181	NO
74	female	group A	associate's degree	free/reduced	none	41	51	48	F	D	F	140	NO
75	male	group C	some high school	free/reduced	none	61	57	56	C	C	C	174	NO
76	male	group C	some high school	standard	none	49	49	41	F	F	F	139	NO
77	male	group B	associate's degree	free/reduced	none	44	41	38	F	F	F	123	NO
78	male	group E	some high school	standard	none	30	26	22	F	F	F	78	NO
79	male	group A	bachelor's degree	standard	completed	80	78	81	A	B	A	239	YES
80	female	group D	some high school	standard	completed	61	74	72	C	B	B	207	YES
81	female	group E	master's degree	standard	none	62	68	68	C	B	B	198	NO
82	female	group B	associate's degree	standard	none	47	49	50	F	F	D	146	NO
83	male	group B	high school	free/reduced	none	49	45	45	F	F	F	139	NO
84	male	group A	some college	free/reduced	completed	50	47	54	D	F	D	151	NO
85	male	group E	associate's degree	standard	none	72	64	63	B	C	C	199	NO
86	male	group D	high school	free/reduced	none	42	39	34	F	F	F	115	NO
87	female	group C	some college	standard	none	73	80	82	B	A	A	235	YES		)
88	female	group C	some college	free/reduced	none	76	83	88	B	A	A	247	YES
89	female	group D	associate's degree	standard	none	71	71	74	B	B	B	216	YES
90	female	group A	some college	standard	none	58	70	67	C	B	B	195	NO
91	female	group D	some high school	standard	none	73	86	82	B	A	A	241	YES
92	female	group C	bachelor's degree	standard	none	65	72	74	B	B	B	211	YES
93	male	group C	high school	free/reduced	none	27	34	36	F	F	F	97	NO
94	male	group C	high school	standard	none	71	79	71	B	B	B	221	YES
95	male	group C	associate's degree	free/reduced	completed	43	45	50	F	F	D	138	NO
96	female	group B	some college	standard	none	79	86	92	B	A	A	257	YES
97	male	group C	associate's degree	free/reduced	completed	78	81	82	B	A	A	241	YES
98	male	group B	some high school	standard	completed	65	66	62	B	B	C	193	NO
99	female	group E	some college	standard	completed	63	72	70	C	B	B	205	YES
100	female	group D	some college	free/reduced	none	58	67	62	C	B	C	187	NO