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lakshitavyas02lakshitavyas02
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Data Ingestion
1 parent 178fb1d commit fa0eb81

13 files changed

+9166
-4
lines changed

‎artifacts/data.csv

+1,001
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‎artifacts/test.csv

+201
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gender,race_ethnicity,parental_level_of_education,lunch,test_preparation_course,math_score,reading_score,writing_score
2+
female,group C,associate's degree,standard,none,91,86,84
3+
female,group B,some college,free/reduced,completed,53,66,73
4+
male,group D,bachelor's degree,standard,none,80,73,72
5+
male,group C,some college,free/reduced,none,74,77,73
6+
male,group E,some college,standard,completed,84,83,78
7+
male,group D,associate's degree,free/reduced,none,81,75,78
8+
male,group B,associate's degree,free/reduced,completed,69,70,63
9+
female,group B,some high school,standard,completed,54,61,62
10+
male,group C,associate's degree,free/reduced,none,87,73,72
11+
male,group B,some high school,standard,completed,51,54,41
12+
male,group A,high school,free/reduced,none,45,47,49
13+
male,group E,some high school,standard,none,30,26,22
14+
female,group B,high school,free/reduced,completed,67,80,81
15+
female,group D,some college,free/reduced,none,49,65,61
16+
male,group D,some college,standard,completed,85,81,85
17+
female,group D,some high school,standard,completed,65,78,82
18+
male,group D,high school,standard,none,53,52,42
19+
male,group D,bachelor's degree,free/reduced,none,55,46,44
20+
female,group D,some high school,standard,none,48,58,54
21+
female,group D,associate's degree,free/reduced,none,56,65,63
22+
male,group C,master's degree,standard,none,79,72,69
23+
female,group C,bachelor's degree,free/reduced,completed,43,51,54
24+
female,group C,some college,free/reduced,completed,45,73,70
25+
female,group C,high school,free/reduced,none,36,53,43
26+
male,group D,some high school,free/reduced,completed,80,79,79
27+
male,group D,associate's degree,standard,none,80,75,77
28+
male,group D,bachelor's degree,standard,completed,68,74,74
29+
female,group C,associate's degree,standard,none,40,59,51
30+
female,group A,high school,free/reduced,completed,34,48,41
31+
female,group D,some college,free/reduced,none,49,58,60
32+
male,group B,some college,standard,none,62,61,57
33+
male,group D,some college,standard,completed,71,61,69
34+
male,group B,bachelor's degree,free/reduced,none,62,63,56
35+
male,group E,some college,standard,none,76,71,72
36+
male,group E,some college,standard,none,84,77,71
37+
female,group B,some college,free/reduced,none,45,53,55
38+
male,group D,associate's degree,free/reduced,none,77,78,73
39+
female,group D,some college,standard,none,69,77,77
40+
female,group C,master's degree,standard,none,73,78,74
41+
female,group C,some high school,free/reduced,none,0,17,10
42+
male,group C,associate's degree,standard,completed,82,75,77
43+
male,group B,some high school,standard,completed,65,66,62
44+
male,group D,bachelor's degree,standard,completed,67,61,68
45+
female,group A,some college,standard,none,54,63,67
46+
male,group D,associate's degree,free/reduced,none,90,87,75
47+
female,group E,high school,standard,completed,59,63,75
48+
male,group D,high school,free/reduced,none,74,70,69
49+
female,group C,high school,standard,none,29,29,30
50+
male,group D,some high school,standard,completed,89,88,82
51+
female,group A,high school,standard,completed,75,82,79
52+
male,group B,some college,standard,completed,71,75,70
53+
female,group D,associate's degree,standard,none,64,76,74
54+
male,group C,some college,standard,completed,79,79,78
55+
female,group B,some college,free/reduced,completed,48,56,58
56+
female,group C,some high school,standard,none,69,73,73
57+
female,group D,some college,standard,none,69,74,74
58+
male,group D,bachelor's degree,standard,none,88,78,83
59+
male,group C,associate's degree,standard,none,58,54,52
60+
male,group B,associate's degree,standard,none,87,85,73
61+
female,group A,some high school,standard,completed,85,90,92
62+
male,group A,some high school,standard,completed,46,41,43
63+
female,group C,some high school,free/reduced,completed,71,84,87
64+
female,group C,associate's degree,standard,none,81,77,79
65+
female,group B,some college,free/reduced,none,58,61,66
66+
male,group D,master's degree,free/reduced,completed,84,89,90
67+
female,group C,bachelor's degree,free/reduced,completed,66,74,81
68+
female,group D,some college,free/reduced,none,55,71,69
69+
male,group C,high school,free/reduced,none,59,53,52
70+
female,group D,some college,free/reduced,completed,58,63,73
71+
female,group D,associate's degree,standard,none,82,95,89
72+
male,group E,associate's degree,standard,completed,66,63,64
73+
female,group C,bachelor's degree,standard,none,81,88,90
74+
male,group C,some college,free/reduced,none,58,57,54
75+
female,group A,associate's degree,free/reduced,none,37,57,56
76+
male,group C,some high school,standard,completed,63,60,57
77+
male,group E,some high school,standard,completed,77,76,77
78+
female,group D,some college,standard,completed,85,86,98
79+
male,group B,associate's degree,free/reduced,none,57,56,57
80+
female,group A,some high school,standard,none,48,66,65
81+
male,group C,some high school,standard,none,51,52,44
82+
male,group D,some college,free/reduced,none,63,61,60
83+
male,group D,some high school,free/reduced,none,45,37,37
84+
male,group C,bachelor's degree,standard,none,83,78,73
85+
female,group C,some college,standard,none,60,72,74
86+
male,group B,bachelor's degree,standard,none,63,71,69
87+
female,group C,high school,free/reduced,none,62,67,64
88+
female,group D,some college,standard,completed,68,78,77
89+
female,group B,some high school,standard,completed,60,70,74
90+
female,group C,some high school,standard,completed,77,90,85
91+
male,group A,some college,free/reduced,none,28,23,19
92+
male,group C,master's degree,free/reduced,none,79,81,71
93+
female,group E,some college,standard,none,100,92,97
94+
male,group D,bachelor's degree,standard,none,69,58,57
95+
male,group B,high school,free/reduced,none,66,77,70
96+
female,group B,some college,standard,none,19,38,32
97+
male,group D,associate's degree,standard,none,75,68,64
98+
male,group D,some college,standard,none,60,63,59
99+
female,group A,some college,standard,none,58,70,67
100+
female,group C,associate's degree,standard,none,69,80,71
101+
female,group C,associate's degree,free/reduced,completed,56,68,70
102+
male,group C,associate's degree,standard,completed,73,78,72
103+
male,group E,some college,standard,none,66,57,52
104+
male,group A,associate's degree,standard,none,67,57,53
105+
female,group C,associate's degree,free/reduced,none,64,73,68
106+
male,group A,high school,standard,none,71,74,64
107+
male,group B,high school,standard,none,70,65,60
108+
male,group E,associate's degree,standard,none,53,45,40
109+
male,group C,high school,standard,none,75,81,71
110+
female,group B,high school,standard,completed,68,83,78
111+
female,group C,high school,standard,none,44,61,52
112+
female,group D,bachelor's degree,free/reduced,none,29,41,47
113+
female,group B,high school,free/reduced,none,71,87,82
114+
male,group A,high school,standard,none,57,51,54
115+
female,group A,bachelor's degree,standard,none,45,59,64
116+
female,group C,some college,free/reduced,none,76,83,88
117+
male,group C,high school,standard,none,61,56,55
118+
male,group C,some high school,free/reduced,completed,45,52,49
119+
male,group D,high school,standard,completed,55,41,48
120+
male,group B,high school,standard,completed,73,69,68
121+
male,group D,high school,free/reduced,completed,78,77,80
122+
female,group A,master's degree,free/reduced,none,50,67,73
123+
female,group C,some college,free/reduced,none,62,67,62
124+
male,group D,master's degree,standard,none,81,81,84
125+
female,group C,some high school,free/reduced,completed,64,79,77
126+
female,group D,some high school,standard,completed,64,60,74
127+
male,group D,some high school,standard,none,73,66,62
128+
female,group D,associate's degree,standard,completed,73,75,80
129+
female,group C,some high school,standard,completed,67,74,77
130+
male,group B,associate's degree,standard,none,61,42,41
131+
male,group C,some high school,standard,completed,67,73,68
132+
female,group D,some high school,standard,none,65,82,81
133+
male,group D,associate's degree,standard,none,80,75,69
134+
male,group D,some high school,free/reduced,none,59,42,41
135+
female,group E,master's degree,standard,completed,88,99,95
136+
female,group C,associate's degree,standard,none,62,74,70
137+
female,group C,high school,free/reduced,none,33,41,43
138+
female,group C,bachelor's degree,standard,completed,79,92,89
139+
male,group B,some high school,standard,completed,84,83,75
140+
male,group A,master's degree,free/reduced,none,73,74,72
141+
female,group A,associate's degree,free/reduced,none,41,51,48
142+
female,group E,associate's degree,free/reduced,none,50,56,54
143+
female,group B,high school,standard,completed,58,70,68
144+
male,group D,some high school,free/reduced,completed,55,59,59
145+
male,group D,high school,standard,none,45,48,46
146+
male,group D,some high school,standard,completed,88,74,75
147+
female,group B,associate's degree,free/reduced,none,46,61,55
148+
male,group A,some high school,standard,none,51,31,36
149+
male,group D,some high school,standard,none,75,74,69
150+
male,group E,some college,free/reduced,completed,49,52,51
151+
female,group E,high school,standard,none,75,86,79
152+
female,group E,high school,standard,completed,74,79,80
153+
female,group B,associate's degree,standard,completed,61,86,87
154+
male,group C,associate's degree,standard,none,62,65,58
155+
male,group C,some high school,free/reduced,none,68,63,54
156+
female,group D,master's degree,standard,none,78,91,96
157+
female,group E,some college,standard,none,71,70,76
158+
female,group D,high school,free/reduced,none,49,57,52
159+
female,group A,bachelor's degree,standard,none,59,72,70
160+
male,group E,bachelor's degree,free/reduced,completed,79,74,72
161+
female,group E,associate's degree,standard,none,51,51,54
162+
female,group C,bachelor's degree,standard,completed,56,79,72
163+
male,group B,high school,standard,completed,76,62,60
164+
female,group D,some college,standard,completed,69,79,81
165+
male,group C,some high school,free/reduced,completed,51,56,53
166+
male,group D,some college,standard,completed,82,82,88
167+
male,group C,some college,standard,none,73,74,61
168+
male,group C,high school,free/reduced,completed,40,46,50
169+
male,group E,some college,free/reduced,none,93,90,83
170+
female,group C,bachelor's degree,standard,completed,59,64,75
171+
female,group B,associate's degree,standard,none,73,76,80
172+
male,group B,some high school,standard,completed,85,84,78
173+
male,group E,associate's degree,standard,none,76,71,67
174+
female,group D,associate's degree,free/reduced,completed,77,89,98
175+
female,group D,some college,free/reduced,completed,67,86,83
176+
male,group D,some college,free/reduced,none,61,47,56
177+
female,group D,some high school,free/reduced,none,27,34,32
178+
male,group D,high school,standard,none,54,52,52
179+
female,group C,master's degree,free/reduced,completed,65,81,81
180+
female,group E,associate's degree,standard,none,87,94,95
181+
female,group C,some high school,standard,completed,70,82,76
182+
female,group B,high school,standard,none,54,64,68
183+
female,group C,high school,free/reduced,none,66,76,68
184+
female,group D,master's degree,free/reduced,completed,85,95,100
185+
male,group C,some high school,free/reduced,completed,56,61,60
186+
male,group E,master's degree,standard,none,90,85,84
187+
male,group E,high school,standard,none,70,55,56
188+
female,group B,bachelor's degree,standard,none,61,72,70
189+
male,group A,bachelor's degree,free/reduced,completed,49,58,60
190+
male,group C,high school,standard,none,81,66,64
191+
male,group B,some college,standard,completed,87,84,86
192+
male,group B,some high school,free/reduced,completed,49,50,52
193+
male,group B,some high school,standard,none,68,54,53
194+
male,group C,associate's degree,free/reduced,none,77,67,64
195+
female,group B,bachelor's degree,free/reduced,none,78,79,76
196+
male,group C,associate's degree,free/reduced,completed,60,51,56
197+
female,group D,high school,free/reduced,completed,52,57,56
198+
male,group E,associate's degree,standard,completed,62,56,53
199+
female,group B,some college,free/reduced,none,74,81,76
200+
female,group C,associate's degree,standard,none,65,77,74
201+
female,group D,some high school,standard,completed,61,74,72

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