This data set consists of the marks secured by the students in various subjects.

Main Gender Parental level of education Race/Ethnicity Test preparation course Blum Regression Tree Clusterisation
gender (str) race/ethnicity (str) parental level of education (str) lunch (str) test preparation course (str) math score (int) reading score (int) writing score (int)
0 female group B bachelor's degree standard none 72.000000 72.000000 74.000000
1 female group C some college standard completed 69.000000 90.000000 88.000000
2 female group B master's degree standard none 90.000000 95.000000 93.000000
3 male group A associate's degree free/reduced none 47.000000 57.000000 44.000000
4 male group C some college standard none 76.000000 78.000000 75.000000
5 female group B associate's degree standard none 71.000000 83.000000 78.000000
6 female group B some college standard completed 88.000000 95.000000 92.000000
7 male group B some college free/reduced none 40.000000 43.000000 39.000000
8 male group D high school free/reduced completed 64.000000 64.000000 67.000000
9 female group B high school free/reduced none 38.000000 60.000000 50.000000
10 male group C associate's degree standard none 58.000000 54.000000 52.000000
11 male group D associate's degree standard none 40.000000 52.000000 43.000000
12 female group B high school standard none 65.000000 81.000000 73.000000
13 male group A some college standard completed 78.000000 72.000000 70.000000
14 female group A master's degree standard none 50.000000 53.000000 58.000000
15 female group C some high school standard none 69.000000 75.000000 78.000000
16 male group C high school standard none 88.000000 89.000000 86.000000
17 female group B some high school free/reduced none 18.000000 32.000000 28.000000
18 male group C master's degree free/reduced completed 46.000000 42.000000 46.000000
19 female group C associate's degree free/reduced none 54.000000 58.000000 61.000000
20 male group D high school standard none 66.000000 69.000000 63.000000
21 female group B some college free/reduced completed 65.000000 75.000000 70.000000
22 male group D some college standard none 44.000000 54.000000 53.000000
23 female group C some high school standard none 69.000000 73.000000 73.000000
24 male group D bachelor's degree free/reduced completed 74.000000 71.000000 80.000000
25 male group A master's degree free/reduced none 73.000000 74.000000 72.000000
26 male group B some college standard none 69.000000 54.000000 55.000000
27 female group C bachelor's degree standard none 67.000000 69.000000 75.000000
28 male group C high school standard none 70.000000 70.000000 65.000000
29 female group D master's degree standard none 62.000000 70.000000 75.000000
30 female group D some college standard none 69.000000 74.000000 74.000000
31 female group B some college standard none 63.000000 65.000000 61.000000
32 female group E master's degree free/reduced none 56.000000 72.000000 65.000000
33 male group D some college standard none 40.000000 42.000000 38.000000
34 male group E some college standard none 97.000000 87.000000 82.000000
35 male group E associate's degree standard completed 81.000000 81.000000 79.000000
36 female group D associate's degree standard none 74.000000 81.000000 83.000000
37 female group D some high school free/reduced none 50.000000 64.000000 59.000000
38 female group D associate's degree free/reduced completed 75.000000 90.000000 88.000000
39 male group B associate's degree free/reduced none 57.000000 56.000000 57.000000
40 male group C associate's degree free/reduced none 55.000000 61.000000 54.000000
41 female group C associate's degree standard none 58.000000 73.000000 68.000000
42 female group B associate's degree standard none 53.000000 58.000000 65.000000
43 male group B some college free/reduced completed 59.000000 65.000000 66.000000
44 female group E associate's degree free/reduced none 50.000000 56.000000 54.000000
45 male group B associate's degree standard none 65.000000 54.000000 57.000000
46 female group A associate's degree standard completed 55.000000 65.000000 62.000000
47 female group C high school standard none 66.000000 71.000000 76.000000
48 female group D associate's degree free/reduced completed 57.000000 74.000000 76.000000
49 male group C high school standard completed 82.000000 84.000000 82.000000
50 male group E some college standard none 53.000000 55.000000 48.000000
51 male group E associate's degree free/reduced completed 77.000000 69.000000 68.000000
52 male group C some college standard none 53.000000 44.000000 42.000000
53 male group D high school standard none 88.000000 78.000000 75.000000
54 female group C some high school free/reduced completed 71.000000 84.000000 87.000000
55 female group C high school free/reduced none 33.000000 41.000000 43.000000
56 female group E associate's degree standard completed 82.000000 85.000000 86.000000
57 male group D associate's degree standard none 52.000000 55.000000 49.000000
58 male group D some college standard completed 58.000000 59.000000 58.000000
59 female group C some high school free/reduced none 0.000000 17.000000 10.000000
60 male group E bachelor's degree free/reduced completed 79.000000 74.000000 72.000000
61 male group A some high school free/reduced none 39.000000 39.000000 34.000000
62 male group A associate's degree free/reduced none 62.000000 61.000000 55.000000
63 female group C associate's degree standard none 69.000000 80.000000 71.000000
64 female group D some high school standard none 59.000000 58.000000 59.000000
65 male group B some high school standard none 67.000000 64.000000 61.000000
66 male group D some high school free/reduced none 45.000000 37.000000 37.000000
67 female group C some college standard none 60.000000 72.000000 74.000000
68 male group B associate's degree free/reduced none 61.000000 58.000000 56.000000
69 female group C associate's degree standard none 39.000000 64.000000 57.000000
70 female group D some college free/reduced completed 58.000000 63.000000 73.000000
71 male group D some college standard completed 63.000000 55.000000 63.000000
72 female group A associate's degree free/reduced none 41.000000 51.000000 48.000000
73 male group C some high school free/reduced none 61.000000 57.000000 56.000000
74 male group C some high school standard none 49.000000 49.000000 41.000000
75 male group B associate's degree free/reduced none 44.000000 41.000000 38.000000
76 male group E some high school standard none 30.000000 26.000000 22.000000
77 male group A bachelor's degree standard completed 80.000000 78.000000 81.000000
78 female group D some high school standard completed 61.000000 74.000000 72.000000
79 female group E master's degree standard none 62.000000 68.000000 68.000000
80 female group B associate's degree standard none 47.000000 49.000000 50.000000
81 male group B high school free/reduced none 49.000000 45.000000 45.000000
82 male group A some college free/reduced completed 50.000000 47.000000 54.000000
83 male group E associate's degree standard none 72.000000 64.000000 63.000000
84 male group D high school free/reduced none 42.000000 39.000000 34.000000
85 female group C some college standard none 73.000000 80.000000 82.000000
86 female group C some college free/reduced none 76.000000 83.000000 88.000000
87 female group D associate's degree standard none 71.000000 71.000000 74.000000
88 female group A some college standard none 58.000000 70.000000 67.000000
89 female group D some high school standard none 73.000000 86.000000 82.000000
90 female group C bachelor's degree standard none 65.000000 72.000000 74.000000
91 male group C high school free/reduced none 27.000000 34.000000 36.000000
92 male group C high school standard none 71.000000 79.000000 71.000000
93 male group C associate's degree free/reduced completed 43.000000 45.000000 50.000000
94 female group B some college standard none 79.000000 86.000000 92.000000
95 male group C associate's degree free/reduced completed 78.000000 81.000000 82.000000
96 male group B some high school standard completed 65.000000 66.000000 62.000000
97 female group E some college standard completed 63.000000 72.000000 70.000000
98 female group D some college free/reduced none 58.000000 67.000000 62.000000
99 female group D bachelor's degree standard none 65.000000 67.000000 62.000000
100 male group B some college standard none 79.000000 67.000000 67.000000
101 male group D bachelor's degree standard completed 68.000000 74.000000 74.000000
102 female group D associate's degree standard none 85.000000 91.000000 89.000000
103 male group B high school standard completed 60.000000 44.000000 47.000000
104 male group C some college standard completed 98.000000 86.000000 90.000000
105 female group C some college standard none 58.000000 67.000000 72.000000
106 female group D master's degree standard none 87.000000 100.000000 100.000000
107 male group E associate's degree standard completed 66.000000 63.000000 64.000000
108 female group B associate's degree free/reduced none 52.000000 76.000000 70.000000
109 female group B some high school standard none 70.000000 64.000000 72.000000
110 female group D associate's degree free/reduced completed 77.000000 89.000000 98.000000
111 male group C high school standard none 62.000000 55.000000 49.000000
112 male group A associate's degree standard none 54.000000 53.000000 47.000000
113 female group D some college standard none 51.000000 58.000000 54.000000
114 female group E bachelor's degree standard completed 99.000000 100.000000 100.000000
115 male group C high school standard none 84.000000 77.000000 74.000000
116 female group B bachelor's degree free/reduced none 75.000000 85.000000 82.000000
117 female group D bachelor's degree standard none 78.000000 82.000000 79.000000
118 female group D some high school standard none 51.000000 63.000000 61.000000
119 female group C some college standard none 55.000000 69.000000 65.000000
120 female group C bachelor's degree standard completed 79.000000 92.000000 89.000000
121 male group B associate's degree standard completed 91.000000 89.000000 92.000000
122 female group C some college standard completed 88.000000 93.000000 93.000000
123 male group D high school free/reduced none 63.000000 57.000000 56.000000
124 male group E some college standard none 83.000000 80.000000 73.000000
125 female group B high school standard none 87.000000 95.000000 86.000000
126 male group B some high school standard none 72.000000 68.000000 67.000000
127 male group D some college standard completed 65.000000 77.000000 74.000000
128 male group D master's degree standard none 82.000000 82.000000 74.000000
129 female group A bachelor's degree standard none 51.000000 49.000000 51.000000
130 male group D master's degree standard none 89.000000 84.000000 82.000000
131 male group C some high school free/reduced completed 53.000000 37.000000 40.000000
132 male group E some college free/reduced completed 87.000000 74.000000 70.000000
133 female group C some college standard completed 75.000000 81.000000 84.000000
134 male group D bachelor's degree free/reduced completed 74.000000 79.000000 75.000000
135 male group C bachelor's degree standard none 58.000000 55.000000 48.000000
136 male group B some high school standard completed 51.000000 54.000000 41.000000
137 male group E high school standard none 70.000000 55.000000 56.000000
138 female group C associate's degree standard none 59.000000 66.000000 67.000000
139 male group D some college standard completed 71.000000 61.000000 69.000000
140 female group D some high school standard none 76.000000 72.000000 71.000000
141 female group C some college free/reduced none 59.000000 62.000000 64.000000
142 female group E some college free/reduced completed 42.000000 55.000000 54.000000
143 male group A high school standard none 57.000000 43.000000 47.000000
144 male group D some college standard none 88.000000 73.000000 78.000000
145 female group C some college free/reduced none 22.000000 39.000000 33.000000
146 male group B some high school standard none 88.000000 84.000000 75.000000
147 male group C associate's degree free/reduced none 73.000000 68.000000 66.000000
148 female group D bachelor's degree standard completed 68.000000 75.000000 81.000000
149 male group E associate's degree free/reduced completed 100.000000 100.000000 93.000000
150 male group A some high school standard completed 62.000000 67.000000 69.000000
151 male group A bachelor's degree standard none 77.000000 67.000000 68.000000
152 female group B associate's degree standard completed 59.000000 70.000000 66.000000
153 male group D bachelor's degree standard none 54.000000 49.000000 47.000000
154 male group D some high school standard none 62.000000 67.000000 61.000000
155 female group C some college standard completed 70.000000 89.000000 88.000000
156 female group E high school free/reduced completed 66.000000 74.000000 78.000000
157 male group B some college free/reduced none 60.000000 60.000000 60.000000
158 female group B associate's degree standard completed 61.000000 86.000000 87.000000
159 male group D associate's degree free/reduced none 66.000000 62.000000 64.000000
160 male group B associate's degree free/reduced completed 82.000000 78.000000 74.000000
161 female group E some college free/reduced completed 75.000000 88.000000 85.000000
162 male group B master's degree free/reduced none 49.000000 53.000000 52.000000
163 male group C high school standard none 52.000000 53.000000 49.000000
164 female group E master's degree standard none 81.000000 92.000000 91.000000
165 female group C bachelor's degree standard completed 96.000000 100.000000 100.000000
166 male group C high school free/reduced completed 53.000000 51.000000 51.000000
167 female group B master's degree free/reduced completed 58.000000 76.000000 78.000000
168 female group B high school standard completed 68.000000 83.000000 78.000000
169 female group C some college free/reduced completed 67.000000 75.000000 70.000000
170 male group A high school standard completed 72.000000 73.000000 74.000000
171 male group E some high school standard none 94.000000 88.000000 78.000000
172 female group D some college standard none 79.000000 86.000000 81.000000
173 female group C associate's degree standard none 63.000000 67.000000 70.000000
174 female group C bachelor's degree free/reduced completed 43.000000 51.000000 54.000000
175 female group C master's degree standard completed 81.000000 91.000000 87.000000
176 female group B high school free/reduced completed 46.000000 54.000000 58.000000
177 female group C associate's degree standard completed 71.000000 77.000000 77.000000
178 female group B master's degree free/reduced completed 52.000000 70.000000 62.000000
179 female group D some high school standard completed 97.000000 100.000000 100.000000
180 male group C master's degree free/reduced completed 62.000000 68.000000 75.000000
181 female group C some college free/reduced none 46.000000 64.000000 66.000000
182 female group E high school standard none 50.000000 50.000000 47.000000
183 female group D associate's degree standard none 65.000000 69.000000 70.000000
184 male group C some high school free/reduced completed 45.000000 52.000000 49.000000
185 male group C associate's degree free/reduced completed 65.000000 67.000000 65.000000
186 male group E high school standard none 80.000000 76.000000 65.000000
187 male group D some high school standard completed 62.000000 66.000000 68.000000
188 male group B some high school free/reduced none 48.000000 52.000000 45.000000
189 female group C bachelor's degree standard none 77.000000 88.000000 87.000000
190 female group E associate's degree standard none 66.000000 65.000000 69.000000
191 male group D some college standard completed 76.000000 83.000000 79.000000
192 female group B some high school standard none 62.000000 64.000000 66.000000
193 male group D some college standard completed 77.000000 62.000000 62.000000
194 female group C master's degree standard completed 69.000000 84.000000 85.000000
195 male group D associate's degree standard none 61.000000 55.000000 52.000000
196 male group C some high school free/reduced completed 59.000000 69.000000 65.000000
197 male group E high school free/reduced none 55.000000 56.000000 51.000000
198 female group B some college free/reduced none 45.000000 53.000000 55.000000
199 female group B bachelor's degree free/reduced none 78.000000 79.000000 76.000000
200 female group C associate's degree standard completed 67.000000 84.000000 86.000000
201 female group D some college free/reduced none 65.000000 81.000000 77.000000
202 male group C associate's degree standard none 69.000000 77.000000 69.000000
203 female group B associate's degree standard none 57.000000 69.000000 68.000000
204 male group C some college standard none 59.000000 41.000000 42.000000
205 male group D some high school standard completed 74.000000 71.000000 78.000000
206 male group E bachelor's degree standard none 82.000000 62.000000 62.000000
207 male group E high school standard completed 81.000000 80.000000 76.000000
208 female group B some college free/reduced none 74.000000 81.000000 76.000000
209 female group B some college free/reduced none 58.000000 61.000000 66.000000
210 male group D some high school free/reduced completed 80.000000 79.000000 79.000000
211 male group C some college free/reduced none 35.000000 28.000000 27.000000
212 female group C high school free/reduced none 42.000000 62.000000 60.000000
213 male group C associate's degree free/reduced completed 60.000000 51.000000 56.000000
214 male group E high school standard completed 87.000000 91.000000 81.000000
215 male group B some high school standard completed 84.000000 83.000000 75.000000
216 female group E associate's degree free/reduced completed 83.000000 86.000000 88.000000
217 female group C high school free/reduced none 34.000000 42.000000 39.000000
218 male group B high school free/reduced none 66.000000 77.000000 70.000000
219 male group B some high school standard completed 61.000000 56.000000 56.000000
220 female group D high school standard completed 56.000000 68.000000 74.000000
221 male group B associate's degree standard none 87.000000 85.000000 73.000000
222 female group C some high school free/reduced none 55.000000 65.000000 62.000000
223 male group D some high school standard none 86.000000 80.000000 75.000000
224 female group B associate's degree standard completed 52.000000 66.000000 73.000000
225 female group E master's degree free/reduced none 45.000000 56.000000 54.000000
226 female group C some college standard none 72.000000 72.000000 71.000000
227 male group D high school standard none 57.000000 50.000000 54.000000
228 male group A some high school free/reduced none 68.000000 72.000000 64.000000
229 female group C some college standard completed 88.000000 95.000000 94.000000
230 male group D some college standard none 76.000000 64.000000 66.000000
231 male group C associate's degree standard none 46.000000 43.000000 42.000000
232 female group B bachelor's degree standard none 67.000000 86.000000 83.000000
233 male group E some high school standard none 92.000000 87.000000 78.000000
234 male group C bachelor's degree standard completed 83.000000 82.000000 84.000000
235 male group D associate's degree standard none 80.000000 75.000000 77.000000
236 male group D bachelor's degree free/reduced none 63.000000 66.000000 67.000000
237 female group D some high school standard completed 64.000000 60.000000 74.000000
238 male group B some college standard none 54.000000 52.000000 51.000000
239 male group C associate's degree standard none 84.000000 80.000000 80.000000
240 male group D high school free/reduced completed 73.000000 68.000000 66.000000
241 female group E bachelor's degree standard none 80.000000 83.000000 83.000000
242 female group D high school standard none 56.000000 52.000000 55.000000
243 male group E some college standard none 59.000000 51.000000 43.000000
244 male group D some high school standard none 75.000000 74.000000 69.000000
245 male group C associate's degree standard none 85.000000 76.000000 71.000000
246 male group E associate's degree standard none 89.000000 76.000000 74.000000
247 female group B high school standard completed 58.000000 70.000000 68.000000
248 female group B high school standard none 65.000000 64.000000 62.000000
249 male group C high school standard none 68.000000 60.000000 53.000000
250 male group A some high school standard completed 47.000000 49.000000 49.000000
251 female group D some college free/reduced none 71.000000 83.000000 83.000000
252 female group B some high school standard completed 60.000000 70.000000 70.000000
253 male group D master's degree standard none 80.000000 80.000000 72.000000
254 male group D high school standard none 54.000000 52.000000 52.000000
255 female group E some college standard none 62.000000 73.000000 70.000000
256 female group C associate's degree free/reduced none 64.000000 73.000000 68.000000
257 male group C associate's degree standard completed 78.000000 77.000000 77.000000
258 female group B some college standard none 70.000000 75.000000 78.000000
259 female group C master's degree free/reduced completed 65.000000 81.000000 81.000000
260 female group C some high school free/reduced completed 64.000000 79.000000 77.000000
261 male group C some college standard completed 79.000000 79.000000 78.000000
262 female group C some high school free/reduced none 44.000000 50.000000 51.000000
263 female group E high school standard none 99.000000 93.000000 90.000000
264 male group D high school standard none 76.000000 73.000000 68.000000
265 male group D some high school free/reduced none 59.000000 42.000000 41.000000
266 female group C bachelor's degree standard none 63.000000 75.000000 81.000000
267 female group D high school standard none 69.000000 72.000000 77.000000
268 female group D associate's degree standard completed 88.000000 92.000000 95.000000
269 female group E some college free/reduced none 71.000000 76.000000 70.000000
270 male group C bachelor's degree standard none 69.000000 63.000000 61.000000
271 male group C some college standard none 58.000000 49.000000 42.000000
272 female group D associate's degree free/reduced none 47.000000 53.000000 58.000000
273 female group D some college standard none 65.000000 70.000000 71.000000
274 male group B some college standard completed 88.000000 85.000000 76.000000
275 male group C bachelor's degree standard none 83.000000 78.000000 73.000000
276 female group C some high school standard completed 85.000000 92.000000 93.000000
277 female group E high school standard completed 59.000000 63.000000 75.000000
278 female group C some high school free/reduced none 65.000000 86.000000 80.000000
279 male group B bachelor's degree free/reduced none 73.000000 56.000000 57.000000
280 male group D high school standard none 53.000000 52.000000 42.000000
281 male group D high school standard none 45.000000 48.000000 46.000000
282 female group D bachelor's degree free/reduced none 73.000000 79.000000 84.000000
283 female group D some college free/reduced completed 70.000000 78.000000 78.000000
284 female group B some high school standard none 37.000000 46.000000 46.000000
285 male group B associate's degree standard completed 81.000000 82.000000 82.000000
286 male group E associate's degree standard completed 97.000000 82.000000 88.000000
287 female group B some high school standard none 67.000000 89.000000 82.000000
288 male group B bachelor's degree free/reduced none 88.000000 75.000000 76.000000
289 male group E some high school standard completed 77.000000 76.000000 77.000000
290 male group C associate's degree standard none 76.000000 70.000000 68.000000
291 male group D some high school standard none 86.000000 73.000000 70.000000
292 male group C some high school standard completed 63.000000 60.000000 57.000000
293 female group E bachelor's degree standard none 65.000000 73.000000 75.000000
294 male group D high school free/reduced completed 78.000000 77.000000 80.000000
295 male group B associate's degree free/reduced none 67.000000 62.000000 60.000000
296 male group A some high school standard completed 46.000000 41.000000 43.000000
297 male group E associate's degree standard completed 71.000000 74.000000 68.000000
298 male group C high school free/reduced completed 40.000000 46.000000 50.000000
299 male group D associate's degree free/reduced none 90.000000 87.000000 75.000000
300 male group A some college free/reduced completed 81.000000 78.000000 81.000000
301 male group D some high school free/reduced none 56.000000 54.000000 52.000000
302 female group C associate's degree standard completed 67.000000 84.000000 81.000000
303 male group B associate's degree standard none 80.000000 76.000000 64.000000
304 female group C associate's degree standard completed 74.000000 75.000000 83.000000
305 male group A some college standard none 69.000000 67.000000 69.000000
306 male group E some college standard completed 99.000000 87.000000 81.000000
307 male group C some high school standard none 51.000000 52.000000 44.000000
308 female group B associate's degree free/reduced none 53.000000 71.000000 67.000000
309 female group D high school free/reduced none 49.000000 57.000000 52.000000
310 female group B associate's degree standard none 73.000000 76.000000 80.000000
311 male group B bachelor's degree standard none 66.000000 60.000000 57.000000
312 male group D bachelor's degree standard completed 67.000000 61.000000 68.000000
313 female group C associate's degree free/reduced completed 68.000000 67.000000 69.000000
314 female group C bachelor's degree standard completed 59.000000 64.000000 75.000000
315 male group C high school standard none 71.000000 66.000000 65.000000
316 female group D master's degree standard completed 77.000000 82.000000 91.000000
317 male group C associate's degree standard none 83.000000 72.000000 78.000000
318 male group B bachelor's degree standard none 63.000000 71.000000 69.000000
319 female group D associate's degree free/reduced none 56.000000 65.000000 63.000000
320 female group C high school free/reduced completed 67.000000 79.000000 84.000000
321 female group E high school standard none 75.000000 86.000000 79.000000
322 female group C some college standard none 71.000000 81.000000 80.000000
323 female group C some high school free/reduced none 43.000000 53.000000 53.000000
324 female group C high school free/reduced none 41.000000 46.000000 43.000000
325 female group C some college standard none 82.000000 90.000000 94.000000
326 male group C some college standard none 61.000000 61.000000 62.000000
327 male group A some college free/reduced none 28.000000 23.000000 19.000000
328 male group C associate's degree standard completed 82.000000 75.000000 77.000000
329 female group B some high school standard none 41.000000 55.000000 51.000000
330 male group C high school standard none 71.000000 60.000000 61.000000
331 male group C associate's degree standard none 47.000000 37.000000 35.000000
332 male group E associate's degree standard completed 62.000000 56.000000 53.000000
333 male group B associate's degree standard none 90.000000 78.000000 81.000000
334 female group C bachelor's degree standard none 83.000000 93.000000 95.000000
335 female group B some college free/reduced none 61.000000 68.000000 66.000000
336 male group D some high school standard completed 76.000000 70.000000 69.000000
337 male group C associate's degree standard none 49.000000 51.000000 43.000000
338 female group B some high school free/reduced none 24.000000 38.000000 27.000000
339 female group D some high school free/reduced completed 35.000000 55.000000 60.000000
340 male group C high school free/reduced none 58.000000 61.000000 52.000000
341 female group C high school standard none 61.000000 73.000000 63.000000
342 female group B high school standard completed 69.000000 76.000000 74.000000
343 male group D associate's degree standard completed 67.000000 72.000000 67.000000
344 male group D some college standard none 79.000000 73.000000 67.000000
345 female group C high school standard none 72.000000 80.000000 75.000000
346 male group B some college standard none 62.000000 61.000000 57.000000
347 female group C bachelor's degree standard completed 77.000000 94.000000 95.000000
348 male group D high school free/reduced none 75.000000 74.000000 66.000000
349 male group E associate's degree standard none 87.000000 74.000000 76.000000
350 female group B bachelor's degree standard none 52.000000 65.000000 69.000000
351 male group E some college standard none 66.000000 57.000000 52.000000
352 female group C some college standard completed 63.000000 78.000000 80.000000
353 female group C associate's degree standard none 46.000000 58.000000 57.000000
354 female group C some college standard none 59.000000 71.000000 70.000000
355 female group B bachelor's degree standard none 61.000000 72.000000 70.000000
356 male group A associate's degree standard none 63.000000 61.000000 61.000000
357 female group C some college free/reduced completed 42.000000 66.000000 69.000000
358 male group D some college free/reduced none 59.000000 62.000000 61.000000
359 female group D some college standard none 80.000000 90.000000 89.000000
360 female group B high school standard none 58.000000 62.000000 59.000000
361 male group B some high school standard completed 85.000000 84.000000 78.000000
362 female group C some college standard none 52.000000 58.000000 58.000000
363 female group D some high school free/reduced none 27.000000 34.000000 32.000000
364 male group C some college standard none 59.000000 60.000000 58.000000
365 male group A bachelor's degree free/reduced completed 49.000000 58.000000 60.000000
366 male group C high school standard completed 69.000000 58.000000 53.000000
367 male group C bachelor's degree free/reduced none 61.000000 66.000000 61.000000
368 female group A some high school free/reduced none 44.000000 64.000000 58.000000
369 female group D some high school standard none 73.000000 84.000000 85.000000
370 male group E some college standard none 84.000000 77.000000 71.000000
371 female group C some college free/reduced completed 45.000000 73.000000 70.000000
372 male group D some high school standard none 74.000000 74.000000 72.000000
373 female group D some college standard completed 82.000000 97.000000 96.000000
374 female group D bachelor's degree standard none 59.000000 70.000000 73.000000
375 male group E associate's degree free/reduced none 46.000000 43.000000 41.000000
376 female group D some high school standard none 80.000000 90.000000 82.000000
377 female group D master's degree free/reduced completed 85.000000 95.000000 100.000000
378 female group A some high school standard none 71.000000 83.000000 77.000000
379 male group A bachelor's degree standard none 66.000000 64.000000 62.000000
380 female group B associate's degree standard none 80.000000 86.000000 83.000000
381 male group C associate's degree standard completed 87.000000 100.000000 95.000000
382 male group C master's degree free/reduced none 79.000000 81.000000 71.000000
383 female group E some high school free/reduced none 38.000000 49.000000 45.000000
384 female group A some high school free/reduced none 38.000000 43.000000 43.000000
385 female group E some college standard none 67.000000 76.000000 75.000000
386 female group E bachelor's degree standard none 64.000000 73.000000 70.000000
387 female group C associate's degree free/reduced none 57.000000 78.000000 67.000000
388 female group D high school standard none 62.000000 64.000000 64.000000
389 male group D master's degree standard none 73.000000 70.000000 75.000000
390 male group E some high school free/reduced completed 73.000000 67.000000 59.000000
391 female group D some college standard none 77.000000 68.000000 77.000000
392 male group E some college standard none 76.000000 67.000000 67.000000
393 male group C associate's degree standard completed 57.000000 54.000000 56.000000
394 female group C some high school standard completed 65.000000 74.000000 77.000000
395 male group A high school free/reduced none 48.000000 45.000000 41.000000
396 female group B high school free/reduced none 50.000000 67.000000 63.000000
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1002 female group C some college standard none 67.568172 72.119329 68.020699
1003 female group C some college standard none 63.149162 73.952922 65.213618
1004 female group C some college standard none 70.190488 61.637491 73.611342
1005 female group C some college standard none 59.818481 76.195170 75.732440
1006 female group C some college standard none 67.998789 64.264365 62.950125
1007 female group C some college standard none 62.601732 65.677080 70.515954
1008 female group C some college standard none 60.334821 76.370944 73.145758
1009 female group C some college standard none 68.186393 68.987778 70.057748
1010 female group C some college standard none 56.730667 76.717794 61.193575
1011 female group C some college standard none 70.890103 59.040012 58.083705
1012 female group C some college standard none 59.351954 65.412936 72.043695
1013 female group C some college standard none 62.566823 72.003164 69.475478
1014 female group C some college standard none 70.266735 66.750904 74.652234
1015 female group C some college standard none 72.901510 74.707050 76.492620
1016 female group C some college standard none 70.188325 64.714206 74.948011
1017 female group C some college standard none 65.371458 75.231593 74.560784
1018 female group C some college standard none 61.818955 72.051359 72.202127
1019 female group C some college standard none 74.932067 75.131942 68.856248
1020 female group C some college standard none 60.313479 76.843311 63.014377
1021 female group C some college standard none 60.494837 71.796309 68.018439
1022 female group C some college standard none 62.587760 71.803086 77.609727
1023 female group C some college standard none 75.464544 68.954879 73.671425
1024 female group C some college standard none 65.385386 76.095765 66.585601
1025 female group C some college standard none 67.369001 70.175034 76.199454
1026 female group C some college standard none 57.938360 69.424367 64.676273
1027 female group C some college standard none 56.715803 76.032045 64.631597
1028 female group C some college standard none 63.274359 73.355287 72.007942
1029 female group C some college standard none 59.241079 74.766757 73.113153
1030 female group C some college standard none 71.088386 67.727310 62.732308
1031 female group C some college standard none 69.237910 75.227078 77.037279
1032 female group C some college standard none 60.116798 78.154315 63.906201
1033 female group C some college standard none 74.038810 74.295255 64.411848
1034 female group C some college standard none 67.757896 74.134444 66.240753
1035 female group C some college standard none 74.910463 70.282326 66.076058
1036 female group C some college standard none 60.435007 60.273518 60.262842
1037 female group C some college standard none 75.317651 59.457954 75.614801
1038 female group C some college standard none 70.499412 75.858367 69.410051
1039 female group C some college standard none 70.156175 65.174744 76.867116
1040 female group C some college standard none 61.864406 64.729032 70.840028
1041 female group C some college standard none 66.093967 61.647790 62.186763
1042 female group C some college standard none 69.268007 71.698984 68.509184
1043 female group C some college standard none 72.521952 72.818238 71.236710
1044 female group C some college standard none 64.484315 77.185873 62.475509
1045 female group C some college standard none 60.873889 59.961939 70.094784
1046 female group C some college standard none 68.015199 69.264477 64.197406
1047 female group C some college standard none 75.511427 75.670807 65.838215
1048 female group C some college standard none 70.309908 67.730000 75.896734
1049 female group C some college standard none 75.926390 74.561036 66.327446
1050 female group C some college standard none 64.464497 63.912526 65.068777
1051 female group C some college standard none 73.634555 76.773562 65.144465
1052 female group C some college standard none 74.054043 59.346319 65.869339
1053 female group C some college standard none 63.775378 68.410261 71.768302
1054 female group C some college standard none 72.610842 68.335307 75.965170
1055 female group C some college standard none 60.212579 64.061689 59.312857
1056 female group C some college standard none 57.822205 73.731009 74.030246
1057 female group C some college standard none 74.048226 64.450213 60.014888
1058 female group C some college standard none 75.587587 74.000903 75.827711
1059 female group C some college standard none 69.150335 65.300640 67.685651
1060 female group C some college standard none 70.411162 76.224698 69.746379
1061 female group C some college standard none 57.785047 70.794978 58.461439
1062 female group C some college standard none 74.011447 73.270231 77.548504
1063 female group C some college standard none 67.874366 67.559698 67.574944
1064 female group C some college standard none 60.763797 77.396309 77.259056
1065 female group C some college standard none 62.388113 62.192943 75.542003
1066 female group C some college standard none 57.221607 65.117596 71.502476
1067 female group C some college standard none 58.032300 65.624696 75.561964
1068 female group C some college standard none 73.808991 72.118687 64.671068
1069 female group C some college standard none 63.090490 68.004698 74.058446
1070 female group C some college standard none 63.121012 77.666058 72.259997
1071 female group C some college standard none 74.488464 71.080724 71.460148
1072 female group C some college standard none 65.746416 70.024579 76.877180
1073 female group C some college standard none 62.753461 67.982865 75.041188
1074 female group C some college standard none 68.385502 73.551338 63.131982
1075 female group C some college standard none 73.750800 63.639939 65.626811
1076 female group C some college standard none 73.766280 66.900751 70.302193
1077 female group C some college standard none 66.487993 67.969862 60.952072
1078 female group C some college standard none 75.834803 75.050048 70.400878
1079 female group C some college standard none 65.657445 70.203491 75.379550
1080 female group C some college standard none 66.719967 61.914381 59.059521
1081 female group C some college standard none 56.877985 66.172641 65.452162
1082 female group C some college standard none 62.092272 64.878400 72.206233
1083 female group C some college standard none 65.386234 66.484042 75.383171
1084 female group C some college standard none 73.606722 59.482480 73.526430
1085 female group C some college standard none 71.617119 59.391800 71.880252
1086 female group C some college standard none 68.134525 69.050131 59.048618
1087 female group C some college standard none 64.023021 72.654180 61.553844
1088 female group C some college standard none 62.383119 64.292264 65.722655
1089 female group C some college standard none 62.527960 67.042394 62.674389
1090 female group C some college standard none 59.464498 75.900174 63.394642
1091 female group C some college standard none 61.281495 63.796103 67.694694
1092 female group C some college standard none 70.803006 66.412625 76.940558
1093 female group C some college standard none 73.399443 63.066155 60.803167
1094 female group C some college standard none 56.491248 70.779259 65.477492
1095 female group C some college standard none 72.014753 67.503905 59.090169
1096 female group C some college standard none 75.528458 62.942751 60.362579
1097 female group C some college standard none 68.710321 65.022941 59.671613
1098 female group C some college standard none 56.017814 71.625793 70.829710
1099 female group C some college standard none 70.053854 63.922042 70.058217
plot