Upload student-por.csv
Browse filesThis data approach student achievement in secondary education of two Portuguese schools. The data attributes include student grades, demographic, social and school related features) and it was collected by using school reports and questionnaires. Two datasets are provided regarding the performance in two distinct subjects: Mathematics (mat) and Portuguese language (por).
P. Cortez and A. Silva. Using Data Mining to Predict Secondary School Student Performance. In A. Brito and J. Teixeira Eds., Proceedings of 5th FUture BUsiness TEChnology Conference (FUBUTEC 2008) pp. 5-12, Porto, Portugal, April, 2008, EUROSIS, ISBN 978-9077381-39-7.
- student-por.csv +650 -0
student-por.csv
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1 |
+
school,sex,age,address,famsize,Pstatus,Medu,Fedu,Mjob,Fjob,reason,guardian,traveltime,studytime,failures,schoolsup,famsup,paid,activities,nursery,higher,internet,romantic,famrel,freetime,goout,Dalc,Walc,health,absences,G1,G2,G3
|
2 |
+
"GP","F",18,"U","GT3","A",4,4,"at_home","teacher","course","mother",2,2,0,"yes","no","no","no","yes","yes","no","no",4,3,4,1,1,3,4,"0","11",11
|
3 |
+
"GP","F",17,"U","GT3","T",1,1,"at_home","other","course","father",1,2,0,"no","yes","no","no","no","yes","yes","no",5,3,3,1,1,3,2,"9","11",11
|
4 |
+
"GP","F",15,"U","LE3","T",1,1,"at_home","other","other","mother",1,2,0,"yes","no","no","no","yes","yes","yes","no",4,3,2,2,3,3,6,"12","13",12
|
5 |
+
"GP","F",15,"U","GT3","T",4,2,"health","services","home","mother",1,3,0,"no","yes","no","yes","yes","yes","yes","yes",3,2,2,1,1,5,0,"14","14",14
|
6 |
+
"GP","F",16,"U","GT3","T",3,3,"other","other","home","father",1,2,0,"no","yes","no","no","yes","yes","no","no",4,3,2,1,2,5,0,"11","13",13
|
7 |
+
"GP","M",16,"U","LE3","T",4,3,"services","other","reputation","mother",1,2,0,"no","yes","no","yes","yes","yes","yes","no",5,4,2,1,2,5,6,"12","12",13
|
8 |
+
"GP","M",16,"U","LE3","T",2,2,"other","other","home","mother",1,2,0,"no","no","no","no","yes","yes","yes","no",4,4,4,1,1,3,0,"13","12",13
|
9 |
+
"GP","F",17,"U","GT3","A",4,4,"other","teacher","home","mother",2,2,0,"yes","yes","no","no","yes","yes","no","no",4,1,4,1,1,1,2,"10","13",13
|
10 |
+
"GP","M",15,"U","LE3","A",3,2,"services","other","home","mother",1,2,0,"no","yes","no","no","yes","yes","yes","no",4,2,2,1,1,1,0,"15","16",17
|
11 |
+
"GP","M",15,"U","GT3","T",3,4,"other","other","home","mother",1,2,0,"no","yes","no","yes","yes","yes","yes","no",5,5,1,1,1,5,0,"12","12",13
|
12 |
+
"GP","F",15,"U","GT3","T",4,4,"teacher","health","reputation","mother",1,2,0,"no","yes","no","no","yes","yes","yes","no",3,3,3,1,2,2,2,"14","14",14
|
13 |
+
"GP","F",15,"U","GT3","T",2,1,"services","other","reputation","father",3,3,0,"no","yes","no","yes","yes","yes","yes","no",5,2,2,1,1,4,0,"10","12",13
|
14 |
+
"GP","M",15,"U","LE3","T",4,4,"health","services","course","father",1,1,0,"no","yes","no","yes","yes","yes","yes","no",4,3,3,1,3,5,0,"12","13",12
|
15 |
+
"GP","M",15,"U","GT3","T",4,3,"teacher","other","course","mother",2,2,0,"no","yes","no","no","yes","yes","yes","no",5,4,3,1,2,3,0,"12","12",13
|
16 |
+
"GP","M",15,"U","GT3","A",2,2,"other","other","home","other",1,3,0,"no","yes","no","no","yes","yes","yes","yes",4,5,2,1,1,3,0,"14","14",15
|
17 |
+
"GP","F",16,"U","GT3","T",4,4,"health","other","home","mother",1,1,0,"no","yes","no","no","yes","yes","yes","no",4,4,4,1,2,2,6,"17","17",17
|
18 |
+
"GP","F",16,"U","GT3","T",4,4,"services","services","reputation","mother",1,3,0,"no","yes","no","yes","yes","yes","yes","no",3,2,3,1,2,2,10,"13","13",14
|
19 |
+
"GP","F",16,"U","GT3","T",3,3,"other","other","reputation","mother",3,2,0,"yes","yes","no","yes","yes","yes","no","no",5,3,2,1,1,4,2,"13","14",14
|
20 |
+
"GP","M",17,"U","GT3","T",3,2,"services","services","course","mother",1,1,3,"no","yes","yes","yes","yes","yes","yes","no",5,5,5,2,4,5,2,"8","8",7
|
21 |
+
"GP","M",16,"U","LE3","T",4,3,"health","other","home","father",1,1,0,"no","no","no","yes","yes","yes","yes","no",3,1,3,1,3,5,6,"12","12",12
|
22 |
+
"GP","M",15,"U","GT3","T",4,3,"teacher","other","reputation","mother",1,2,0,"no","no","no","no","yes","yes","yes","no",4,4,1,1,1,1,0,"12","13",14
|
23 |
+
"GP","M",15,"U","GT3","T",4,4,"health","health","other","father",1,1,0,"no","yes","yes","no","yes","yes","yes","no",5,4,2,1,1,5,0,"11","12",12
|
24 |
+
"GP","M",16,"U","LE3","T",4,2,"teacher","other","course","mother",1,2,0,"no","no","no","yes","yes","yes","yes","no",4,5,1,1,3,5,0,"12","13",14
|
25 |
+
"GP","M",16,"U","LE3","T",2,2,"other","other","reputation","mother",2,2,0,"no","yes","no","yes","yes","yes","yes","no",5,4,4,2,4,5,2,"10","10",10
|
26 |
+
"GP","F",15,"R","GT3","T",2,4,"services","health","course","mother",1,3,0,"yes","yes","no","yes","yes","yes","yes","no",4,3,2,1,1,5,2,"10","11",10
|
27 |
+
"GP","F",16,"U","GT3","T",2,2,"services","services","home","mother",1,1,0,"no","yes","no","no","no","yes","yes","no",1,2,2,1,3,5,6,"10","11",12
|
28 |
+
"GP","M",15,"U","GT3","T",2,2,"other","other","home","mother",1,1,0,"no","yes","no","no","yes","yes","yes","no",4,2,2,1,2,5,8,"11","12",12
|
29 |
+
"GP","M",15,"U","GT3","T",4,2,"health","services","other","mother",1,1,0,"no","no","no","no","yes","yes","yes","no",2,2,4,2,4,1,0,"11","11",11
|
30 |
+
"GP","M",16,"U","LE3","A",3,4,"services","other","home","mother",1,2,0,"yes","yes","yes","yes","yes","yes","yes","no",5,3,3,1,1,5,2,"12","12",13
|
31 |
+
"GP","M",16,"U","GT3","T",4,4,"teacher","teacher","home","mother",1,2,0,"no","yes","yes","yes","yes","yes","yes","yes",4,4,5,5,5,5,4,"12","11",12
|
32 |
+
"GP","M",15,"U","GT3","T",4,4,"health","services","home","mother",1,2,0,"no","yes","yes","no","no","yes","yes","no",5,4,2,3,4,5,0,"10","11",11
|
33 |
+
"GP","M",15,"U","GT3","T",4,4,"services","services","reputation","mother",2,2,0,"no","yes","no","yes","yes","yes","yes","no",4,3,1,1,1,5,2,"15","15",15
|
34 |
+
"GP","M",15,"R","GT3","T",4,3,"teacher","at_home","course","mother",1,2,0,"no","yes","no","yes","yes","yes","yes","yes",4,5,2,1,1,5,0,"13","14",15
|
35 |
+
"GP","M",15,"U","LE3","T",3,3,"other","other","course","mother",1,2,0,"no","no","no","yes","no","yes","yes","no",5,3,2,1,1,2,0,"13","12",12
|
36 |
+
"GP","M",16,"U","GT3","T",3,2,"other","other","home","mother",1,1,0,"no","yes","no","no","no","yes","yes","no",5,4,3,1,1,5,4,"12","12",12
|
37 |
+
"GP","F",15,"U","GT3","T",2,3,"other","other","other","father",2,1,0,"no","yes","no","yes","yes","yes","no","no",3,5,1,1,1,5,4,"11","11",11
|
38 |
+
"GP","M",15,"U","LE3","T",4,3,"teacher","services","home","mother",1,3,0,"no","yes","no","yes","yes","yes","yes","no",5,4,3,1,1,4,0,"14","14",14
|
39 |
+
"GP","M",16,"R","GT3","A",4,4,"other","teacher","reputation","mother",2,3,0,"no","yes","no","yes","yes","yes","yes","yes",2,4,3,1,1,5,4,"13","13",13
|
40 |
+
"GP","F",15,"R","GT3","T",3,4,"services","health","course","mother",1,3,0,"yes","yes","no","yes","yes","yes","yes","no",4,3,2,1,1,5,2,"11","12",12
|
41 |
+
"GP","F",15,"R","GT3","T",2,2,"at_home","other","reputation","mother",1,1,0,"yes","yes","no","yes","yes","yes","no","no",4,3,1,1,1,2,8,"14","13",12
|
42 |
+
"GP","F",16,"U","LE3","T",2,2,"other","other","home","mother",2,2,0,"no","yes","no","yes","no","yes","yes","yes",3,3,3,1,2,3,16,"11","11",10
|
43 |
+
"GP","M",15,"U","LE3","T",4,4,"teacher","other","home","other",1,1,0,"no","yes","no","no","no","yes","yes","yes",5,4,3,2,4,5,8,"10","11",11
|
44 |
+
"GP","M",15,"U","GT3","T",4,4,"services","teacher","course","father",1,2,0,"no","yes","no","yes","yes","yes","yes","no",4,3,3,1,1,5,0,"14","15",15
|
45 |
+
"GP","M",15,"U","GT3","T",2,2,"services","services","course","father",1,1,0,"yes","yes","no","no","yes","yes","yes","no",5,4,1,1,1,1,0,"9","10",10
|
46 |
+
"GP","F",16,"U","LE3","T",2,2,"other","at_home","course","father",2,2,1,"yes","no","no","yes","yes","yes","yes","no",4,3,3,2,2,5,14,"10","11",11
|
47 |
+
"GP","F",15,"U","LE3","A",4,3,"other","other","course","mother",1,2,0,"yes","yes","yes","yes","yes","yes","yes","yes",5,2,2,1,1,5,4,"10","11",11
|
48 |
+
"GP","F",16,"U","LE3","A",3,3,"other","services","home","mother",1,2,0,"no","yes","no","no","yes","yes","yes","no",2,3,5,1,4,3,6,"13","12",13
|
49 |
+
"GP","M",16,"U","GT3","T",4,3,"health","services","reputation","mother",1,4,0,"no","no","no","yes","yes","yes","yes","no",4,2,2,1,1,2,2,"17","17",17
|
50 |
+
"GP","M",15,"U","GT3","T",4,2,"teacher","other","home","mother",1,2,0,"no","yes","no","no","yes","yes","no","no",4,3,3,2,2,5,4,"11","12",13
|
51 |
+
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53 |
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54 |
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55 |
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56 |
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57 |
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58 |
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59 |
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60 |
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61 |
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62 |
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63 |
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64 |
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65 |
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66 |
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67 |
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68 |
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69 |
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70 |
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71 |
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72 |
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73 |
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74 |
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75 |
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76 |
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77 |
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78 |
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79 |
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80 |
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81 |
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82 |
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83 |
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84 |
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85 |
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86 |
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87 |
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88 |
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89 |
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90 |
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91 |
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92 |
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93 |
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94 |
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95 |
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96 |
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97 |
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98 |
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99 |
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100 |
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101 |
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102 |
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103 |
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104 |
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105 |
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106 |
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107 |
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108 |
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109 |
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110 |
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111 |
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112 |
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113 |
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114 |
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115 |
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116 |
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117 |
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118 |
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119 |
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120 |
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121 |
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122 |
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123 |
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124 |
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125 |
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126 |
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127 |
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128 |
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129 |
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130 |
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131 |
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132 |
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133 |
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134 |
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135 |
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136 |
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137 |
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138 |
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139 |
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140 |
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141 |
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142 |
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143 |
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|
144 |
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145 |
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146 |
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147 |
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148 |
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149 |
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|
150 |
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151 |
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152 |
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|
153 |
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156 |
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157 |
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158 |
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159 |
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160 |
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161 |
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162 |
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163 |
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164 |
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165 |
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166 |
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167 |
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168 |
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169 |
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170 |
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171 |
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172 |
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173 |
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174 |
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175 |
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176 |
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177 |
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178 |
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179 |
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180 |
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181 |
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182 |
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183 |
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184 |
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185 |
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186 |
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187 |
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188 |
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189 |
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190 |
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191 |
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192 |
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194 |
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195 |
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196 |
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197 |
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198 |
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199 |
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200 |
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201 |
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202 |
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203 |
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204 |
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205 |
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206 |
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207 |
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208 |
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209 |
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210 |
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211 |
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212 |
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213 |
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214 |
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215 |
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216 |
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217 |
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218 |
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219 |
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220 |
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221 |
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222 |
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223 |
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224 |
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225 |
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226 |
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227 |
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228 |
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229 |
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230 |
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231 |
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232 |
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233 |
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234 |
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235 |
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236 |
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237 |
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238 |
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239 |
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240 |
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241 |
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242 |
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243 |
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244 |
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245 |
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246 |
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247 |
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248 |
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249 |
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250 |
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251 |
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252 |
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253 |
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254 |
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255 |
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256 |
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257 |
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258 |
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259 |
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260 |
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261 |
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262 |
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263 |
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264 |
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265 |
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266 |
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267 |
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268 |
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269 |
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270 |
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271 |
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272 |
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273 |
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274 |
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275 |
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276 |
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277 |
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278 |
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279 |
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280 |
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281 |
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282 |
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283 |
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284 |
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285 |
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286 |
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287 |
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288 |
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289 |
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290 |
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291 |
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292 |
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293 |
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294 |
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295 |
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296 |
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297 |
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298 |
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299 |
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300 |
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301 |
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302 |
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303 |
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304 |
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305 |
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306 |
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307 |
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308 |
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309 |
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310 |
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311 |
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312 |
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313 |
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314 |
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315 |
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316 |
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317 |
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318 |
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319 |
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320 |
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321 |
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322 |
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323 |
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324 |
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325 |
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326 |
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327 |
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328 |
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329 |
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330 |
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331 |
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332 |
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333 |
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334 |
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335 |
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336 |
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337 |
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338 |
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339 |
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340 |
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341 |
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342 |
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343 |
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344 |
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345 |
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346 |
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347 |
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348 |
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349 |
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350 |
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351 |
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352 |
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353 |
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354 |
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355 |
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356 |
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|
357 |
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358 |
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|
359 |
+
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|
360 |
+
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|
361 |
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|
362 |
+
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|
363 |
+
"GP","M",19,"U","GT3","T",4,2,"health","other","course","mother",2,2,0,"no","yes","no","yes","yes","yes","yes","yes",5,4,4,1,1,1,9,"11","10",10
|
364 |
+
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|
365 |
+
"GP","F",18,"U","GT3","T",3,4,"other","other","course","mother",1,1,0,"no","yes","no","yes","yes","yes","yes","yes",5,4,4,1,1,1,4,"11","12",14
|
366 |
+
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|
367 |
+
"GP","F",17,"U","GT3","A",4,3,"services","services","course","mother",1,2,0,"no","yes","no","no","yes","yes","yes","yes",5,2,2,1,2,5,14,"15","14",17
|
368 |
+
"GP","F",17,"U","LE3","A",3,3,"services","other","home","mother",1,2,0,"yes","yes","no","no","yes","yes","yes","no",5,3,3,1,1,5,0,"12","12",13
|
369 |
+
"GP","F",17,"U","LE3","T",2,1,"other","other","home","father",1,2,0,"no","no","no","yes","yes","yes","yes","no",4,2,3,2,2,2,2,"11","12",14
|
370 |
+
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|
371 |
+
"GP","F",19,"U","GT3","T",1,1,"other","other","course","other",3,3,0,"no","no","no","yes","yes","no","no","yes",1,5,5,4,3,5,12,"10","10",11
|
372 |
+
"GP","F",19,"U","LE3","A",1,1,"other","other","course","other",3,2,2,"no","yes","no","no","no","yes","yes","yes",5,3,4,1,1,4,2,"8","8",9
|
373 |
+
"GP","F",18,"U","GT3","T",2,2,"other","other","course","mother",1,1,0,"no","yes","no","yes","yes","yes","yes","yes",4,3,5,2,4,5,2,"10","10",10
|
374 |
+
"GP","F",17,"U","GT3","T",2,2,"other","other","course","mother",1,2,0,"no","yes","no","no","yes","yes","no","yes",4,2,2,1,1,3,4,"14","13",13
|
375 |
+
"GP","F",17,"R","LE3","T",2,2,"services","services","course","mother",1,3,0,"no","yes","no","yes","yes","yes","yes","no",3,3,2,2,2,3,0,"11","11",10
|
376 |
+
"GP","F",17,"U","GT3","T",3,1,"services","services","course","father",1,3,0,"no","yes","no","no","no","yes","yes","no",3,4,3,2,3,5,0,"17","18",17
|
377 |
+
"GP","F",17,"U","LE3","T",0,2,"at_home","at_home","home","father",2,3,0,"no","no","no","no","yes","yes","yes","no",3,3,3,2,3,2,0,"14","14",15
|
378 |
+
"GP","F",18,"U","GT3","T",1,1,"other","other","home","mother",2,3,0,"no","no","no","yes","yes","yes","yes","no",4,5,5,1,2,2,0,"14","14",14
|
379 |
+
"GP","M",18,"U","GT3","T",4,4,"other","other","course","mother",1,3,0,"no","no","no","yes","yes","yes","yes","no",4,3,3,2,2,3,0,"13","14",13
|
380 |
+
"GP","M",17,"U","GT3","T",3,3,"other","services","reputation","mother",1,1,0,"no","no","no","yes","no","yes","yes","no",4,3,5,3,5,5,0,"17","18",17
|
381 |
+
"GP","M",17,"R","GT3","T",2,2,"services","other","course","mother",4,1,0,"no","yes","no","no","yes","yes","yes","no",4,4,5,5,5,4,2,"11","10",10
|
382 |
+
"GP","F",17,"U","GT3","T",4,4,"teacher","services","course","mother",1,3,0,"no","yes","no","yes","yes","yes","yes","no",5,4,4,1,3,4,0,"13","12",13
|
383 |
+
"GP","F",17,"U","GT3","T",4,4,"teacher","teacher","course","mother",2,3,0,"no","yes","no","no","no","yes","yes","yes",4,3,3,1,2,4,4,"15","14",15
|
384 |
+
"GP","F",17,"U","GT3","T",3,3,"at_home","other","course","mother",1,1,0,"no","yes","yes","yes","yes","yes","yes","no",4,2,5,2,5,5,2,"11","12",11
|
385 |
+
"GP","M",18,"U","LE3","T",2,2,"other","other","course","mother",1,4,0,"no","yes","yes","yes","yes","yes","yes","no",4,5,5,2,4,5,0,"11","11",12
|
386 |
+
"GP","M",19,"R","GT3","T",3,2,"at_home","services","home","other",1,1,0,"no","yes","no","no","no","yes","no","yes",5,3,4,2,2,5,0,"11","10",10
|
387 |
+
"GP","F",18,"U","GT3","T",2,2,"at_home","other","course","mother",4,2,0,"no","no","no","yes","yes","yes","no","yes",4,2,5,1,1,2,2,"10","9",10
|
388 |
+
"GP","F",17,"R","GT3","T",2,4,"at_home","other","course","father",1,3,0,"no","yes","no","no","yes","yes","yes","yes",4,4,3,1,1,5,0,"15","15",15
|
389 |
+
"GP","M",18,"U","GT3","T",2,2,"other","other","reputation","mother",1,1,0,"no","no","no","no","no","yes","yes","no",5,4,2,1,2,5,6,"15","14",15
|
390 |
+
"GP","F",18,"U","GT3","T",3,3,"services","services","home","mother",1,2,0,"no","no","no","yes","yes","yes","yes","no",5,3,4,1,1,4,8,"10","11",12
|
391 |
+
"GP","F",18,"U","LE3","T",2,2,"other","other","home","other",1,2,0,"no","no","no","yes","no","yes","yes","yes",4,3,3,1,1,2,0,"10","9",12
|
392 |
+
"GP","F",18,"R","GT3","T",2,2,"at_home","other","course","mother",2,4,0,"no","no","no","yes","yes","yes","no","no",4,4,4,1,1,4,6,"14","13",14
|
393 |
+
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|
394 |
+
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|
395 |
+
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|
396 |
+
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|
397 |
+
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|
398 |
+
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|
399 |
+
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|
400 |
+
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|
401 |
+
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|
402 |
+
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|
403 |
+
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|
404 |
+
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|
405 |
+
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|
406 |
+
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|
407 |
+
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|
408 |
+
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|
409 |
+
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|
410 |
+
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|
411 |
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|
412 |
+
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|
413 |
+
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|
414 |
+
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|
415 |
+
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|
416 |
+
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|
417 |
+
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|
418 |
+
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|
419 |
+
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|
420 |
+
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|
421 |
+
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|
422 |
+
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|
423 |
+
"GP","F",20,"U","GT3","T",1,0,"other","other","reputation","mother",2,1,1,"yes","no","no","no","yes","yes","yes","yes",5,3,1,1,1,5,5,"8","10",10
|
424 |
+
"GP","F",18,"U","GT3","T",3,2,"services","other","home","mother",1,2,0,"no","yes","no","yes","no","yes","yes","yes",3,1,2,1,2,1,4,"10","13",13
|
425 |
+
"MS","F",16,"U","GT3","T",1,3,"at_home","other","other","father",2,1,0,"no","yes","no","no","yes","no","yes","yes",4,3,3,1,3,5,11,"10","11",11
|
426 |
+
"MS","F",16,"R","GT3","T",2,2,"other","other","course","mother",2,2,0,"no","yes","no","yes","yes","yes","yes","no",4,4,4,1,1,5,0,"12","12",12
|
427 |
+
"MS","F",15,"R","GT3","T",1,1,"at_home","services","other","mother",1,1,1,"no","yes","no","no","yes","yes","no","yes",4,1,3,1,1,2,6,"10","10",10
|
428 |
+
"MS","F",15,"R","GT3","T",3,3,"at_home","other","course","mother",2,1,0,"no","yes","no","no","yes","yes","yes","no",5,4,4,2,3,5,4,"10","10",11
|
429 |
+
"MS","F",16,"R","GT3","T",2,3,"at_home","services","course","mother",2,2,0,"no","no","no","no","yes","yes","no","no",4,5,2,1,2,5,0,"16","17",17
|
430 |
+
"MS","F",15,"R","LE3","T",2,1,"at_home","other","home","mother",2,1,0,"no","no","no","no","yes","no","no","no",1,3,4,1,1,1,0,"6","8",9
|
431 |
+
"MS","M",16,"R","LE3","A",4,4,"at_home","other","home","mother",1,2,0,"no","yes","no","no","yes","yes","no","no",5,3,2,1,3,2,5,"10","11",11
|
432 |
+
"MS","M",16,"U","GT3","A",1,2,"other","other","other","mother",1,3,0,"yes","no","no","no","yes","yes","yes","no",4,4,3,1,1,5,0,"10","11",11
|
433 |
+
"MS","F",17,"R","GT3","T",3,2,"at_home","other","course","father",1,2,1,"no","no","no","no","yes","yes","no","yes",4,5,4,1,2,5,0,"10","10",10
|
434 |
+
"MS","F",17,"R","GT3","T",1,1,"other","other","other","father",1,1,1,"no","yes","no","no","no","no","yes","no",5,4,4,2,2,5,0,"6","6",7
|
435 |
+
"MS","F",15,"R","GT3","T",4,4,"teacher","other","course","mother",2,1,0,"no","no","no","no","yes","yes","yes","yes",1,5,1,3,5,5,0,"13","14",14
|
436 |
+
"MS","F",16,"U","LE3","A",2,2,"at_home","other","reputation","mother",2,4,0,"no","no","no","yes","no","no","no","yes",1,2,1,1,1,1,4,"10","9",11
|
437 |
+
"MS","F",15,"R","LE3","T",1,1,"at_home","services","reputation","father",2,2,0,"no","yes","no","no","yes","yes","yes","no",5,4,3,1,2,4,0,"10","10",10
|
438 |
+
"MS","F",15,"R","LE3","T",1,1,"other","services","course","mother",2,1,1,"no","yes","no","no","yes","yes","yes","yes",4,4,3,1,2,2,4,"6","7",8
|
439 |
+
"MS","F",16,"R","GT3","T",0,2,"other","other","other","mother",2,1,0,"no","yes","no","yes","yes","yes","no","no",3,2,3,1,2,2,0,"12","11",12
|
440 |
+
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|
441 |
+
"MS","F",15,"R","GT3","T",3,3,"other","services","course","father",2,1,0,"no","no","no","no","no","yes","yes","no",4,1,3,1,1,4,0,"14","16",16
|
442 |
+
"MS","M",16,"U","GT3","T",1,1,"at_home","services","home","mother",2,2,0,"no","yes","no","yes","yes","yes","no","yes",5,4,5,4,5,3,0,"7","0",0
|
443 |
+
"MS","M",17,"U","GT3","T",1,1,"other","other","home","mother",1,2,0,"no","no","yes","no","no","yes","yes","no",4,4,3,2,4,5,4,"8","9",9
|
444 |
+
"MS","M",15,"R","LE3","T",4,1,"health","services","reputation","father",1,2,0,"no","yes","no","yes","yes","yes","yes","no",5,3,4,1,2,2,0,"12","13",14
|
445 |
+
"MS","M",15,"R","LE3","T",4,1,"health","services","reputation","father",1,2,0,"no","yes","no","yes","yes","yes","yes","no",5,3,4,1,2,2,7,"7","9",8
|
446 |
+
"MS","M",16,"R","GT3","T",3,4,"other","health","other","mother",3,2,0,"no","no","no","no","no","yes","no","no",3,4,5,1,2,5,4,"9","10",11
|
447 |
+
"MS","M",15,"R","GT3","T",1,1,"other","other","course","mother",4,2,0,"no","yes","no","yes","yes","yes","no","yes",5,4,5,2,4,4,8,"7","9",9
|
448 |
+
"MS","M",15,"U","LE3","T",3,3,"at_home","at_home","reputation","father",1,2,0,"no","yes","no","yes","yes","yes","yes","no",5,3,3,1,1,5,0,"11","11",11
|
449 |
+
"MS","M",17,"R","GT3","T",2,1,"other","other","other","mother",3,1,0,"no","no","no","yes","yes","no","no","yes",5,5,5,5,5,3,8,"8","10",9
|
450 |
+
"MS","F",16,"R","GT3","T",4,4,"teacher","teacher","course","mother",2,3,0,"no","no","no","yes","yes","yes","yes","yes",4,2,2,1,1,4,6,"16","16",17
|
451 |
+
"MS","F",15,"R","GT3","T",1,2,"other","services","course","mother",2,1,0,"no","no","no","no","yes","yes","no","no",5,1,2,1,1,1,3,"11","13",13
|
452 |
+
"MS","F",16,"R","GT3","T",2,3,"other","services","course","mother",3,2,0,"no","yes","no","no","yes","yes","yes","no",4,5,4,1,2,1,2,"15","15",15
|
453 |
+
"MS","M",16,"R","GT3","T",1,2,"other","other","course","father",2,2,0,"no","no","no","no","yes","yes","no","no",4,3,3,1,1,5,0,"10","11",11
|
454 |
+
"MS","F",16,"R","GT3","T",2,2,"other","other","course","mother",3,2,0,"no","yes","no","no","yes","yes","yes","no",4,4,5,1,1,4,4,"9","10",11
|
455 |
+
"MS","F",16,"U","GT3","T",1,2,"other","services","course","mother",1,3,1,"no","yes","no","no","yes","yes","no","no",1,3,2,1,2,4,0,"10","8",8
|
456 |
+
"MS","F",16,"U","GT3","T",1,2,"other","services","course","mother",1,3,1,"no","yes","no","no","yes","yes","no","no",1,3,2,1,2,4,3,"9","8",8
|
457 |
+
"MS","F",15,"U","GT3","T",2,1,"at_home","other","home","mother",1,2,0,"yes","yes","no","no","no","yes","yes","no",4,4,2,3,3,2,0,"9","10",9
|
458 |
+
"MS","F",16,"U","GT3","T",1,1,"at_home","other","course","father",1,2,0,"no","yes","no","no","no","yes","no","yes",5,4,3,2,1,2,0,"13","14",15
|
459 |
+
"MS","M",17,"R","LE3","T",1,2,"at_home","services","reputation","mother",1,1,0,"no","yes","no","yes","yes","yes","yes","no",5,5,5,5,5,3,4,"10","11",11
|
460 |
+
"MS","F",16,"R","GT3","T",1,1,"other","other","home","father",4,4,0,"no","yes","no","no","no","yes","yes","no",4,3,2,1,1,1,0,"13","10",13
|
461 |
+
"MS","F",16,"R","GT3","T",1,1,"at_home","other","other","father",4,3,0,"yes","yes","no","no","yes","yes","no","no",4,4,3,1,1,5,2,"10","9",10
|
462 |
+
"MS","F",15,"R","GT3","T",1,1,"at_home","other","home","father",2,2,0,"no","yes","no","yes","yes","yes","yes","no",4,3,3,1,1,2,1,"11","10",11
|
463 |
+
"MS","F",16,"R","GT3","T",1,1,"at_home","other","other","mother",2,1,0,"no","no","no","yes","yes","yes","yes","yes",4,2,2,4,3,2,0,"13","12",14
|
464 |
+
"MS","F",15,"R","GT3","T",1,1,"at_home","at_home","course","father",3,2,0,"no","yes","no","no","yes","yes","no","no",4,2,1,1,2,2,0,"13","14",14
|
465 |
+
"MS","F",15,"R","LE3","T",2,2,"other","other","other","father",1,3,0,"yes","yes","no","no","yes","yes","no","no",4,4,3,2,2,5,2,"14","11",12
|
466 |
+
"MS","M",16,"R","GT3","T",1,1,"at_home","other","other","father",2,1,0,"no","no","no","yes","yes","yes","no","no",3,4,4,3,4,5,6,"11","11",11
|
467 |
+
"MS","F",18,"U","GT3","T",1,2,"other","other","course","father",1,2,1,"no","yes","no","yes","yes","yes","yes","yes",3,4,4,2,3,5,9,"9","8",8
|
468 |
+
"MS","M",15,"U","GT3","T",3,1,"other","services","home","mother",2,1,0,"no","yes","no","no","yes","yes","no","no",3,2,3,1,3,4,0,"10","9",11
|
469 |
+
"MS","F",16,"R","GT3","T",2,2,"other","services","course","father",3,2,0,"no","yes","no","yes","yes","yes","yes","no",5,3,4,1,1,2,1,"14","13",14
|
470 |
+
"MS","M",15,"U","GT3","T",2,2,"health","other","reputation","mother",3,1,0,"no","no","no","no","yes","yes","no","no",4,3,3,1,2,4,1,"13","12",13
|
471 |
+
"MS","M",16,"U","GT3","T",4,4,"other","teacher","course","father",1,2,0,"no","yes","no","yes","yes","yes","no","yes",4,3,1,1,1,3,0,"13","12",13
|
472 |
+
"MS","F",15,"R","GT3","T",3,3,"services","other","reputation","mother",1,2,0,"no","yes","no","no","yes","yes","yes","yes",4,5,4,1,1,1,4,"13","12",12
|
473 |
+
"MS","F",16,"R","GT3","T",2,2,"at_home","other","course","mother",2,2,1,"no","yes","no","yes","no","yes","no","no",4,4,4,2,3,5,2,"12","11",12
|
474 |
+
"MS","F",16,"R","LE3","T",2,2,"other","other","home","father",3,1,0,"no","yes","no","yes","yes","yes","no","yes",4,3,2,1,1,4,0,"14","14",16
|
475 |
+
"MS","M",16,"U","LE3","T",2,1,"at_home","services","course","mother",2,1,0,"no","yes","no","yes","yes","yes","yes","no",2,4,3,2,3,4,4,"10","8",10
|
476 |
+
"MS","M",15,"R","LE3","T",1,3,"at_home","other","reputation","father",3,1,0,"no","yes","no","yes","yes","yes","yes","no",4,2,4,3,5,3,2,"10","11",11
|
477 |
+
"MS","F",15,"U","GT3","T",2,2,"other","services","course","mother",2,3,0,"no","yes","no","yes","yes","yes","no","no",5,3,2,1,1,4,0,"12","13",14
|
478 |
+
"MS","F",16,"R","LE3","T",2,1,"other","other","home","mother",1,1,0,"no","yes","no","no","yes","yes","yes","yes",5,4,3,1,1,5,2,"10","8",8
|
479 |
+
"MS","M",15,"U","GT3","T",3,3,"services","services","course","father",2,1,0,"no","yes","no","yes","no","yes","yes","no",4,3,3,2,4,3,11,"12","10",11
|
480 |
+
"MS","F",16,"R","GT3","T",1,1,"at_home","other","course","father",2,2,3,"yes","yes","no","no","yes","yes","no","no",3,4,3,1,1,1,0,"7","7",8
|
481 |
+
"MS","F",17,"U","GT3","T",2,2,"other","at_home","course","mother",1,1,0,"no","yes","no","yes","yes","no","no","no",4,5,3,1,1,5,4,"9","9",10
|
482 |
+
"MS","F",19,"U","GT3","T",2,3,"at_home","services","course","other",1,1,1,"no","no","no","no","yes","no","yes","yes",4,4,4,1,1,2,0,"9","9",10
|
483 |
+
"MS","F",17,"R","GT3","T",2,1,"at_home","other","course","mother",3,1,0,"no","yes","no","yes","yes","no","no","yes",5,5,3,1,1,3,2,"9","10",11
|
484 |
+
"MS","F",15,"R","LE3","T",1,1,"at_home","other","course","mother",2,1,0,"no","yes","no","no","yes","no","no","yes",5,2,1,1,3,4,0,"9","10",9
|
485 |
+
"MS","F",16,"R","GT3","T",2,2,"other","other","course","father",3,2,0,"no","yes","no","no","yes","no","yes","no",3,4,5,1,2,1,1,"9","10",11
|
486 |
+
"MS","F",16,"U","LE3","A",2,2,"other","other","home","mother",1,1,0,"no","yes","no","no","yes","no","no","no",4,3,4,1,2,1,6,"7","7",8
|
487 |
+
"MS","F",17,"R","GT3","T",2,2,"at_home","other","course","mother",2,2,0,"no","yes","no","no","yes","yes","yes","no",4,3,5,1,2,4,0,"11","10",11
|
488 |
+
"MS","F",16,"U","GT3","T",2,2,"other","services","course","father",1,1,1,"no","yes","yes","yes","no","yes","yes","no",4,4,3,1,4,3,1,"9","10",10
|
489 |
+
"MS","F",18,"R","LE3","A",3,2,"other","other","course","other",2,3,2,"no","yes","no","no","no","no","no","yes",3,3,2,1,1,2,6,"7","9",10
|
490 |
+
"MS","F",19,"U","GT3","T",1,1,"at_home","services","course","mother",1,3,1,"no","no","no","yes","yes","no","no","yes",5,3,1,1,1,3,6,"7","9",9
|
491 |
+
"MS","M",18,"R","GT3","T",1,1,"other","other","home","mother",2,1,1,"no","no","no","yes","yes","no","yes","no",4,4,3,3,4,4,0,"8","9",10
|
492 |
+
"MS","F",18,"R","GT3","T",1,1,"at_home","at_home","course","mother",2,1,1,"no","no","no","no","no","no","yes","yes",3,2,3,1,1,2,4,"9","11",10
|
493 |
+
"MS","F",19,"U","GT3","T",1,1,"other","other","course","other",2,2,1,"no","yes","no","no","yes","yes","yes","yes",1,1,4,4,1,1,12,"7","8",9
|
494 |
+
"MS","F",16,"R","GT3","A",2,2,"health","other","course","mother",1,2,0,"no","no","no","no","no","yes","no","yes",3,3,2,1,1,3,2,"8","10",10
|
495 |
+
"MS","F",17,"U","GT3","T",0,1,"other","at_home","course","father",2,1,0,"no","no","no","yes","no","yes","no","no",2,4,4,3,5,5,5,"9","9",10
|
496 |
+
"MS","F",16,"R","LE3","T",1,2,"at_home","other","course","mother",1,2,0,"no","no","no","yes","yes","no","yes","no",4,4,5,1,3,3,0,"8","9",9
|
497 |
+
"MS","F",16,"U","GT3","T",3,3,"other","other","reputation","mother",1,1,0,"no","no","no","yes","yes","no","yes","yes",4,5,4,1,1,4,0,"14","13",13
|
498 |
+
"MS","F",16,"R","LE3","T",1,1,"services","services","home","mother",1,1,0,"no","yes","no","yes","yes","yes","yes","yes",4,4,4,2,2,4,2,"14","14",14
|
499 |
+
"MS","M",17,"U","GT3","T",3,3,"services","at_home","course","mother",2,4,1,"no","yes","yes","yes","yes","yes","no","no",5,4,5,3,4,5,0,"10","11",10
|
500 |
+
"MS","F",16,"U","GT3","T",2,1,"other","services","course","mother",1,2,0,"no","yes","no","yes","yes","yes","yes","no",5,3,3,1,1,1,0,"14","13",14
|
501 |
+
"MS","F",16,"U","GT3","T",2,2,"services","other","course","mother",1,1,0,"no","yes","yes","yes","yes","yes","no","yes",4,2,5,1,2,5,0,"17","16",16
|
502 |
+
"MS","M",17,"U","GT3","T",1,2,"other","other","course","father",1,1,1,"no","yes","no","yes","yes","no","yes","yes",5,3,5,5,5,1,12,"6","7",7
|
503 |
+
"MS","M",16,"U","LE3","T",4,3,"other","other","course","father",1,1,0,"no","no","no","yes","yes","yes","yes","no",4,2,5,1,5,5,8,"14","12",13
|
504 |
+
"MS","M",17,"R","LE3","T",2,2,"services","services","other","mother",3,4,1,"no","yes","no","no","yes","yes","no","no",1,3,5,3,5,3,2,"10","8",9
|
505 |
+
"MS","F",16,"U","GT3","T",1,1,"other","other","course","other",1,4,0,"yes","yes","no","yes","yes","yes","yes","no",2,2,1,1,1,5,0,"14","14",14
|
506 |
+
"MS","F",19,"U","LE3","T",2,2,"other","other","home","mother",1,3,0,"no","no","no","no","yes","yes","yes","yes",5,4,5,1,1,1,0,"12","13",13
|
507 |
+
"MS","F",17,"R","GT3","T",1,1,"at_home","other","reputation","mother",2,1,0,"no","yes","no","yes","no","yes","yes","yes",4,4,5,1,2,5,0,"11","11",11
|
508 |
+
"MS","F",20,"U","GT3","T",3,3,"at_home","services","other","mother",2,2,1,"no","no","no","yes","yes","yes","yes","yes",3,3,4,2,4,3,8,"11","9",10
|
509 |
+
"MS","F",17,"U","LE3","T",1,1,"other","services","course","father",1,3,0,"no","yes","no","no","yes","yes","no","yes",4,3,3,1,1,3,0,"11","11",10
|
510 |
+
"MS","M",17,"R","GT3","T",2,2,"other","other","course","mother",3,1,1,"no","yes","no","no","no","yes","yes","no",4,4,5,1,2,5,0,"10","9",9
|
511 |
+
"MS","F",16,"R","LE3","T",1,1,"at_home","other","course","father",3,2,0,"no","yes","no","no","yes","yes","no","no",5,3,2,1,1,1,0,"16","17",18
|
512 |
+
"MS","F",17,"R","GT3","T",2,2,"other","other","reputation","mother",2,2,0,"no","yes","no","yes","yes","yes","no","no",5,3,2,1,1,1,0,"15","17",17
|
513 |
+
"MS","F",17,"U","GT3","A",1,0,"other","other","other","mother",2,2,0,"no","no","no","no","yes","yes","yes","yes",4,4,5,1,1,4,1,"11","9",10
|
514 |
+
"MS","F",18,"R","GT3","T",1,1,"at_home","other","other","mother",1,2,1,"no","yes","no","no","yes","yes","yes","yes",4,3,2,1,1,5,9,"7","7",7
|
515 |
+
"MS","F",16,"U","GT3","T",3,1,"other","other","course","mother",1,1,0,"no","no","no","yes","yes","yes","yes","no",3,1,3,1,3,1,0,"8","6",8
|
516 |
+
"MS","F",16,"U","GT3","T",3,2,"services","at_home","course","mother",1,1,0,"no","no","no","no","yes","yes","yes","no",3,1,3,1,4,3,2,"7","6",7
|
517 |
+
"MS","F",18,"U","LE3","T",1,1,"other","at_home","reputation","mother",2,2,0,"yes","no","no","no","yes","yes","no","no",2,3,5,1,4,3,8,"9","8",10
|
518 |
+
"MS","F",16,"R","GT3","T",4,4,"health","teacher","reputation","father",1,2,0,"no","no","no","yes","no","yes","yes","yes",4,3,3,2,3,2,0,"14","16",16
|
519 |
+
"MS","F",16,"R","LE3","T",1,2,"other","other","reputation","mother",2,1,0,"no","no","no","yes","yes","yes","yes","no",5,4,5,1,4,2,0,"14","14",15
|
520 |
+
"MS","F",18,"U","GT3","A",2,4,"other","services","reputation","father",1,2,1,"no","yes","no","no","yes","yes","yes","no",2,3,2,1,3,1,8,"8","5",8
|
521 |
+
"MS","M",16,"R","GT3","T",2,1,"other","services","reputation","mother",2,2,0,"no","no","no","yes","yes","yes","yes","no",5,2,1,1,1,2,0,"8","7",0
|
522 |
+
"MS","F",16,"U","LE3","T",1,1,"at_home","other","other","mother",3,2,0,"no","yes","no","no","yes","yes","yes","no",4,3,2,1,3,5,6,"6","8",8
|
523 |
+
"MS","F",16,"R","GT3","T",2,3,"at_home","services","other","mother",2,2,0,"no","yes","no","yes","yes","yes","yes","no",3,3,3,1,1,2,0,"8","10",10
|
524 |
+
"MS","F",16,"U","GT3","T",4,4,"health","health","course","mother",1,2,0,"no","yes","no","no","yes","yes","yes","yes",4,3,4,1,2,3,4,"8","8",8
|
525 |
+
"MS","M",18,"U","LE3","T",4,4,"at_home","health","home","mother",1,4,0,"no","yes","no","yes","yes","no","yes","yes",5,5,5,5,5,5,2,"5","6",6
|
526 |
+
"MS","F",16,"R","LE3","T",3,4,"at_home","other","other","mother",3,2,0,"no","yes","no","no","no","yes","no","no",4,2,1,1,1,2,2,"7","9",8
|
527 |
+
"MS","M",17,"U","LE3","T",4,4,"other","services","home","mother",1,3,0,"no","yes","no","no","yes","yes","yes","no",4,4,3,1,2,5,0,"15","14",16
|
528 |
+
"MS","F",17,"R","GT3","T",4,1,"other","other","other","mother",1,1,0,"no","no","no","no","yes","yes","yes","yes",4,2,3,1,2,5,1,"13","14",14
|
529 |
+
"MS","M",16,"U","LE3","T",2,2,"services","services","other","mother",4,3,0,"no","no","no","no","yes","yes","no","no",5,1,3,2,2,3,0,"10","9",10
|
530 |
+
"MS","F",17,"R","GT3","T",2,2,"at_home","other","other","mother",1,1,0,"no","yes","yes","no","yes","yes","yes","no",5,1,3,1,2,5,5,"9","9",9
|
531 |
+
"MS","F",16,"U","LE3","T",4,4,"services","services","other","father",2,1,0,"no","yes","no","no","yes","yes","no","no",5,1,3,1,2,5,1,"11","11",11
|
532 |
+
"MS","M",17,"U","GT3","T",3,3,"services","services","home","mother",1,1,0,"no","yes","no","yes","yes","yes","yes","no",4,1,4,5,5,3,8,"7","10",9
|
533 |
+
"MS","M",17,"U","GT3","T",1,1,"at_home","services","other","mother",3,2,0,"no","no","no","no","yes","yes","yes","yes",5,1,3,3,3,1,0,"10","10",10
|
534 |
+
"MS","M",16,"U","GT3","T",2,1,"health","services","other","mother",2,2,0,"no","no","no","no","no","yes","yes","yes",4,2,2,1,4,5,2,"9","7",8
|
535 |
+
"MS","F",16,"U","LE3","T",2,1,"other","services","other","mother",1,2,0,"no","no","no","no","yes","yes","yes","yes",3,2,2,1,1,3,0,"14","15",16
|
536 |
+
"MS","M",16,"U","LE3","T",4,4,"teacher","health","other","father",1,1,0,"no","yes","no","no","yes","yes","yes","no",4,1,2,2,5,5,0,"11","12",12
|
537 |
+
"MS","M",15,"R","GT3","T",1,2,"other","services","course","mother",3,2,0,"no","yes","no","yes","yes","yes","no","no",5,5,5,1,3,5,11,"9","11",10
|
538 |
+
"MS","M",15,"U","LE3","A",2,2,"other","other","reputation","mother",3,4,0,"no","yes","no","yes","yes","yes","no","no",5,4,5,2,3,5,8,"13","14",14
|
539 |
+
"MS","M",15,"U","LE3","A",2,1,"services","services","course","mother",1,1,0,"no","no","no","yes","yes","yes","yes","no",4,3,3,1,2,5,11,"12","13",12
|
540 |
+
"MS","F",16,"R","LE3","T",2,2,"other","other","course","mother",1,3,0,"no","yes","no","no","no","yes","no","yes",4,3,3,2,2,5,2,"11","11",11
|
541 |
+
"MS","F",16,"U","LE3","T",4,1,"other","other","home","mother",2,2,0,"no","yes","no","yes","yes","yes","yes","no",1,2,4,2,2,1,8,"9","10",10
|
542 |
+
"MS","F",17,"U","GT3","T",3,2,"at_home","other","home","mother",2,1,0,"no","no","no","no","yes","yes","no","yes",4,3,3,2,2,1,5,"9","11",11
|
543 |
+
"MS","F",17,"R","GT3","T",2,2,"other","other","other","mother",2,2,0,"yes","no","yes","no","yes","yes","no","no",5,1,3,1,1,5,0,"11","9",11
|
544 |
+
"MS","F",16,"U","GT3","T",4,4,"teacher","services","course","mother",2,3,0,"no","yes","no","no","yes","yes","yes","yes",5,3,5,1,4,5,1,"10","11",12
|
545 |
+
"MS","M",17,"R","GT3","T",4,4,"health","other","course","father",3,1,3,"no","no","no","yes","yes","yes","yes","yes",3,3,3,1,3,5,2,"9","9",8
|
546 |
+
"MS","M",17,"R","LE3","T",1,3,"other","other","course","father",2,1,0,"no","no","no","yes","yes","yes","no","yes",5,1,2,3,3,5,2,"12","11",12
|
547 |
+
"MS","M",17,"U","GT3","T",3,4,"services","other","other","mother",1,2,1,"no","yes","no","yes","no","yes","yes","yes",5,4,4,3,4,5,8,"8","9",8
|
548 |
+
"MS","F",17,"U","GT3","T",4,4,"health","health","course","father",1,2,0,"no","yes","no","no","yes","yes","yes","no",5,2,5,1,1,5,0,"13","15",16
|
549 |
+
"MS","M",16,"R","LE3","T",4,1,"other","at_home","other","father",1,1,0,"no","no","no","no","yes","yes","yes","no",4,1,2,2,1,2,0,"10","11",11
|
550 |
+
"MS","F",17,"U","GT3","A",1,1,"at_home","at_home","other","mother",1,2,0,"no","no","no","yes","yes","yes","yes","yes",4,5,5,1,2,3,2,"11","10",11
|
551 |
+
"MS","F",17,"R","GT3","T",4,2,"other","other","course","mother",2,2,0,"yes","yes","no","no","no","yes","yes","no",4,3,3,2,3,5,0,"17","18",18
|
552 |
+
"MS","M",16,"U","LE3","A",2,2,"other","services","course","father",2,2,0,"no","yes","no","no","no","yes","yes","yes",4,1,2,2,2,5,0,"12","13",13
|
553 |
+
"MS","M",17,"U","GT3","T",3,2,"other","other","other","father",2,2,0,"no","yes","yes","no","yes","yes","yes","no",4,1,2,2,2,1,0,"13","14",13
|
554 |
+
"MS","M",19,"U","GT3","T",1,1,"other","other","other","mother",1,2,2,"no","yes","no","yes","yes","no","yes","no",4,4,3,3,4,4,2,"9","9",10
|
555 |
+
"MS","M",17,"U","LE3","A",1,0,"other","other","home","mother",1,1,0,"no","no","no","no","yes","yes","no","yes",4,1,2,1,1,5,4,"11","11",12
|
556 |
+
"MS","F",17,"R","GT3","T",1,1,"at_home","at_home","course","father",2,1,0,"no","yes","no","yes","yes","no","yes","yes",3,5,5,2,2,4,3,"10","11",10
|
557 |
+
"MS","F",16,"R","GT3","T",1,2,"other","other","home","father",1,3,0,"yes","yes","no","no","no","yes","yes","yes",4,3,4,1,1,3,5,"13","14",13
|
558 |
+
"MS","M",16,"R","LE3","T",1,2,"other","at_home","course","mother",1,1,0,"no","no","no","no","yes","yes","no","no",4,4,4,2,4,5,4,"9","10",11
|
559 |
+
"MS","F",17,"R","GT3","T",3,1,"other","other","course","mother",2,2,3,"no","yes","no","yes","no","yes","yes","yes",5,4,4,1,1,5,2,"7","9",10
|
560 |
+
"MS","M",17,"R","GT3","T",2,2,"other","other","course","mother",2,1,0,"no","no","no","yes","yes","no","no","yes",5,5,5,3,5,5,0,"8","13",10
|
561 |
+
"MS","M",18,"R","GT3","T",1,0,"at_home","at_home","course","other",3,1,1,"yes","yes","no","no","yes","yes","no","no",4,3,2,1,1,4,0,"12","12",13
|
562 |
+
"MS","M",17,"R","GT3","T",1,1,"other","services","course","mother",2,1,0,"no","yes","no","yes","no","yes","yes","yes",4,5,5,1,3,2,0,"10","9",10
|
563 |
+
"MS","M",18,"U","LE3","T",1,1,"at_home","at_home","course","mother",2,2,0,"no","yes","no","yes","yes","yes","no","no",4,3,3,1,4,5,6,"10","9",10
|
564 |
+
"MS","F",16,"R","LE3","T",2,2,"other","services","course","father",1,2,0,"no","no","no","yes","yes","yes","no","yes",5,4,3,1,1,1,0,"11","13",12
|
565 |
+
"MS","M",17,"U","GT3","T",2,2,"other","other","course","mother",1,1,1,"no","no","no","yes","yes","yes","no","yes",1,2,1,2,3,5,0,"7","0",0
|
566 |
+
"MS","M",16,"R","GT3","T",3,2,"services","other","course","father",2,1,0,"no","no","no","no","yes","yes","yes","no",4,5,5,2,3,5,2,"11","9",10
|
567 |
+
"MS","M",16,"R","LE3","T",1,1,"at_home","other","course","mother",2,1,0,"no","no","no","yes","yes","yes","yes","no",4,5,5,2,4,5,0,"10","10",9
|
568 |
+
"MS","M",18,"R","GT3","T",1,1,"services","other","course","other",2,1,1,"no","yes","no","no","yes","no","yes","yes",5,3,3,2,3,5,2,"9","7",9
|
569 |
+
"MS","M",18,"R","GT3","T",3,2,"services","other","course","mother",1,1,1,"no","no","no","no","yes","no","yes","no",2,3,1,2,2,5,0,"4","0",0
|
570 |
+
"MS","M",19,"U","GT3","T",3,2,"at_home","services","course","mother",2,1,3,"no","no","no","yes","yes","yes","no","no",3,2,1,1,1,3,4,"6","11",9
|
571 |
+
"MS","M",18,"U","GT3","T",3,3,"at_home","at_home","course","mother",1,2,2,"no","yes","no","yes","yes","no","yes","no",4,4,5,1,3,3,9,"4","8",8
|
572 |
+
"MS","M",16,"R","GT3","T",2,2,"services","services","course","mother",2,1,0,"no","yes","no","yes","yes","yes","yes","yes",5,4,3,2,4,4,6,"7","8",8
|
573 |
+
"MS","M",19,"U","GT3","T",2,1,"at_home","other","course","other",2,1,3,"no","no","no","yes","no","no","yes","yes",4,4,3,1,3,5,4,"8","9",9
|
574 |
+
"MS","F",16,"U","GT3","A",3,2,"services","at_home","course","mother",2,2,2,"no","yes","no","yes","yes","yes","no","yes",2,5,5,1,1,1,8,"5","5",7
|
575 |
+
"MS","F",17,"U","GT3","T",1,1,"other","at_home","course","mother",1,1,0,"no","yes","no","yes","yes","yes","no","no",4,3,2,1,2,5,9,"7","9",10
|
576 |
+
"MS","M",20,"R","GT3","T",1,1,"other","other","course","other",2,1,1,"no","yes","no","no","yes","no","yes","yes",4,4,3,2,4,4,12,"8","11",10
|
577 |
+
"MS","F",18,"R","GT3","A",4,3,"services","services","course","mother",1,1,0,"no","yes","no","no","yes","yes","yes","no",5,4,4,3,4,2,8,"10","11",10
|
578 |
+
"MS","M",18,"R","GT3","T",3,2,"other","other","course","mother",2,1,0,"no","yes","no","no","no","yes","yes","no",2,5,5,5,5,5,8,"9","10",11
|
579 |
+
"MS","M",19,"R","GT3","T",1,1,"other","services","home","other",3,2,1,"no","no","no","no","yes","yes","yes","no",5,4,4,3,3,2,8,"10","9",11
|
580 |
+
"MS","M",17,"U","GT3","T",3,3,"health","other","course","mother",2,2,1,"no","yes","no","no","yes","yes","yes","no",4,5,4,2,3,3,4,"8","9",10
|
581 |
+
"MS","M",18,"U","LE3","T",1,3,"at_home","services","course","mother",1,1,0,"no","no","no","no","yes","no","yes","yes",4,3,3,2,3,3,0,"9","10",9
|
582 |
+
"MS","M",19,"R","GT3","T",1,1,"other","other","home","other",3,1,1,"no","yes","no","no","yes","yes","yes","no",4,4,4,3,3,5,4,"8","9",10
|
583 |
+
"MS","F",18,"U","GT3","A",1,2,"at_home","other","course","mother",2,2,2,"no","yes","no","no","yes","yes","no","no",4,3,3,1,1,5,2,"6","8",8
|
584 |
+
"MS","F",19,"U","LE3","A",1,1,"at_home","other","course","mother",1,1,0,"no","yes","no","no","yes","no","no","no",1,4,4,1,1,5,0,"6","8",7
|
585 |
+
"MS","F",18,"R","GT3","T",2,2,"other","other","other","mother",2,1,1,"no","no","no","no","yes","no","yes","yes",5,5,5,1,1,3,0,"8","6",0
|
586 |
+
"MS","F",17,"R","GT3","T",0,0,"at_home","other","course","mother",2,1,0,"no","yes","no","no","yes","yes","yes","no",4,4,3,1,1,5,0,"10","11",11
|
587 |
+
"MS","F",17,"R","LE3","A",3,1,"other","at_home","course","other",2,3,0,"no","yes","yes","no","yes","no","no","no",4,2,3,2,2,3,5,"8","7",8
|
588 |
+
"MS","F",17,"U","GT3","T",4,2,"teacher","services","home","mother",1,2,0,"yes","yes","no","yes","yes","yes","yes","no",5,5,5,1,3,5,0,"8","8",0
|
589 |
+
"MS","F",18,"R","LE3","T",2,2,"services","services","course","mother",1,2,1,"no","yes","no","yes","yes","yes","yes","no",2,3,3,1,2,4,3,"7","6",8
|
590 |
+
"MS","F",17,"U","GT3","T",4,1,"health","at_home","course","mother",1,1,0,"no","yes","no","no","yes","yes","no","yes",3,2,2,1,1,5,0,"8","10",9
|
591 |
+
"MS","F",17,"U","LE3","T",1,2,"at_home","other","course","father",1,1,0,"no","no","no","no","yes","yes","yes","no",5,5,1,1,1,3,0,"7","10",10
|
592 |
+
"MS","F",18,"U","GT3","T",1,1,"other","other","course","mother",3,2,2,"no","no","no","yes","yes","yes","no","yes",3,4,4,2,2,5,3,"7","8",7
|
593 |
+
"MS","F",18,"U","GT3","T",2,2,"services","at_home","reputation","father",2,2,0,"no","no","no","yes","no","yes","yes","no",4,3,5,1,1,1,2,"12","13",14
|
594 |
+
"MS","F",17,"U","GT3","T",3,3,"services","services","course","mother",2,1,0,"no","yes","no","no","yes","yes","yes","no",4,4,3,1,1,4,0,"11","12",13
|
595 |
+
"MS","F",18,"U","LE3","A",1,2,"at_home","other","reputation","mother",2,2,0,"no","no","no","no","yes","yes","yes","no",4,4,3,1,2,4,0,"12","13",14
|
596 |
+
"MS","F",18,"U","GT3","T",4,4,"teacher","teacher","reputation","mother",2,2,0,"no","no","no","yes","no","yes","yes","no",4,3,5,1,2,1,0,"18","18",18
|
597 |
+
"MS","M",18,"U","LE3","T",4,4,"services","other","reputation","mother",1,1,0,"no","yes","no","yes","yes","yes","yes","no",5,4,5,1,1,5,3,"17","17",17
|
598 |
+
"MS","F",17,"U","GT3","T",4,2,"other","other","course","mother",2,2,0,"no","yes","no","no","yes","yes","yes","no",4,3,3,1,2,4,0,"17","18",18
|
599 |
+
"MS","F",18,"R","GT3","T",2,2,"at_home","other","course","mother",3,2,1,"no","no","no","yes","yes","yes","no","yes",4,3,3,1,1,4,0,"9","0",0
|
600 |
+
"MS","M",18,"U","LE3","T",1,2,"at_home","services","home","mother",2,1,0,"no","yes","no","no","no","yes","no","no",4,1,4,5,5,1,8,"10","11",11
|
601 |
+
"MS","M",18,"R","GT3","T",4,4,"at_home","services","other","mother",3,1,0,"no","yes","yes","yes","yes","yes","yes","yes",2,5,5,1,1,1,5,"12","13",14
|
602 |
+
"MS","M",17,"R","GT3","T",1,1,"other","services","other","father",3,1,0,"no","no","no","no","no","no","no","no",4,2,3,3,4,4,4,"12","13",14
|
603 |
+
"MS","F",18,"U","GT3","T",2,2,"other","other","course","mother",2,2,0,"no","yes","no","no","no","yes","yes","yes",1,3,1,1,1,2,4,"8","8",10
|
604 |
+
"MS","F",18,"U","LE3","T",2,2,"services","services","course","father",2,3,0,"no","no","no","no","yes","yes","yes","yes",5,4,5,1,4,3,0,"11","12",13
|
605 |
+
"MS","F",18,"R","LE3","A",4,2,"teacher","other","reputation","mother",1,2,0,"no","no","no","yes","yes","yes","yes","yes",5,3,1,1,1,5,0,"5","0",0
|
606 |
+
"MS","F",18,"U","GT3","T",1,1,"at_home","services","course","mother",3,2,1,"no","no","no","no","yes","no","no","no",4,4,2,1,2,2,2,"9","10",10
|
607 |
+
"MS","F",19,"U","GT3","T",1,1,"at_home","services","other","father",2,1,1,"no","no","no","no","yes","no","no","no",5,5,5,2,3,2,0,"5","0",0
|
608 |
+
"MS","F",17,"U","GT3","T",4,2,"teacher","other","course","father",2,4,0,"no","no","no","no","yes","yes","yes","yes",4,2,3,3,1,5,0,"18","18",18
|
609 |
+
"MS","F",17,"R","LE3","A",2,1,"services","other","reputation","mother",2,2,0,"no","no","no","yes","yes","yes","yes","yes",5,3,3,1,2,2,5,"11","11",12
|
610 |
+
"MS","F",18,"U","LE3","A",1,1,"at_home","services","course","mother",1,2,0,"no","no","no","no","yes","yes","no","yes",5,2,3,1,2,3,2,"8","10",11
|
611 |
+
"MS","F",18,"U","GT3","T",1,2,"at_home","at_home","course","father",2,2,0,"no","yes","no","no","yes","no","no","no",4,1,1,1,1,4,0,"11","11",12
|
612 |
+
"MS","F",19,"R","GT3","A",1,1,"at_home","at_home","course","other",2,2,3,"no","yes","no","yes","yes","no","no","yes",3,5,4,1,4,1,0,"8","0",0
|
613 |
+
"MS","F",18,"R","GT3","T",2,2,"services","other","home","mother",2,3,0,"no","no","no","no","yes","yes","yes","yes",4,2,1,1,1,4,5,"14","14",15
|
614 |
+
"MS","M",17,"R","GT3","T",4,3,"services","other","home","mother",2,2,1,"no","yes","yes","yes","no","yes","yes","yes",4,5,5,1,3,2,4,"10","11",11
|
615 |
+
"MS","F",18,"U","GT3","T",3,3,"services","services","course","father",1,2,0,"no","yes","no","no","yes","yes","no","yes",5,3,4,1,1,5,0,"10","10",10
|
616 |
+
"MS","F",17,"R","GT3","T",4,4,"teacher","services","other","father",2,2,0,"no","yes","yes","yes","yes","yes","yes","no",4,3,3,1,2,5,2,"12","12",12
|
617 |
+
"MS","F",17,"U","LE3","A",3,2,"services","other","reputation","mother",2,2,0,"no","no","no","no","yes","yes","no","yes",1,2,3,1,2,5,0,"15","14",15
|
618 |
+
"MS","M",18,"U","LE3","T",1,1,"other","services","home","father",2,1,0,"no","no","no","no","no","yes","yes","yes",3,3,2,1,2,3,2,"14","13",14
|
619 |
+
"MS","F",18,"U","LE3","T",1,1,"at_home","services","course","father",2,3,0,"no","no","no","no","yes","yes","yes","no",5,3,2,1,1,4,0,"19","17",18
|
620 |
+
"MS","F",18,"R","LE3","A",1,2,"at_home","other","course","mother",3,2,0,"no","no","no","no","yes","yes","no","yes",4,3,4,1,4,5,0,"16","15",15
|
621 |
+
"MS","F",18,"U","GT3","T",3,3,"services","services","other","mother",2,2,0,"no","yes","no","no","yes","yes","yes","yes",4,3,2,1,3,3,6,"13","12",13
|
622 |
+
"MS","F",17,"U","LE3","T",4,4,"at_home","at_home","course","mother",1,2,0,"no","yes","no","yes","yes","yes","yes","yes",2,3,4,1,1,1,4,"15","14",15
|
623 |
+
"MS","F",17,"R","GT3","T",1,2,"other","services","course","father",2,2,0,"no","no","no","no","no","yes","no","no",3,2,2,1,2,3,0,"13","13",13
|
624 |
+
"MS","M",18,"R","GT3","T",1,3,"at_home","other","course","mother",2,2,0,"no","yes","yes","no","yes","yes","no","no",3,3,4,2,4,3,0,"8","10",9
|
625 |
+
"MS","M",18,"U","LE3","T",4,4,"teacher","services","other","mother",2,3,0,"no","no","no","no","yes","yes","yes","yes",4,2,2,2,2,5,0,"15","16",16
|
626 |
+
"MS","F",17,"R","GT3","T",1,1,"other","services","reputation","mother",3,1,1,"no","yes","no","no","yes","yes","yes","yes",5,2,1,1,2,1,0,"8","8",9
|
627 |
+
"MS","F",18,"U","GT3","T",2,3,"at_home","services","course","father",2,1,0,"no","yes","no","no","yes","yes","yes","yes",5,2,3,1,2,4,0,"10","10",10
|
628 |
+
"MS","F",18,"R","GT3","T",4,4,"other","teacher","other","father",3,2,0,"no","yes","no","no","no","yes","yes","yes",3,2,2,4,2,5,0,"7","5",0
|
629 |
+
"MS","M",18,"R","LE3","T",1,2,"at_home","services","other","father",3,1,0,"no","yes","no","yes","yes","no","yes","yes",4,3,3,2,3,3,3,"9","10",10
|
630 |
+
"MS","F",17,"U","GT3","T",2,2,"other","at_home","home","mother",1,3,0,"no","no","no","yes","yes","yes","no","yes",3,4,3,1,1,3,8,"10","11",12
|
631 |
+
"MS","F",17,"R","GT3","T",1,2,"other","other","course","mother",1,1,0,"no","no","no","yes","yes","yes","yes","no",3,5,5,1,3,1,4,"7","8",9
|
632 |
+
"MS","F",18,"R","LE3","T",4,4,"other","other","reputation","mother",2,3,0,"no","no","no","no","yes","yes","yes","no",5,4,4,1,1,1,0,"15","17",17
|
633 |
+
"MS","F",18,"R","GT3","T",1,1,"other","other","home","mother",4,3,0,"no","no","no","no","yes","yes","yes","no",4,3,2,1,2,4,4,"10","11",12
|
634 |
+
"MS","F",19,"R","GT3","T",1,1,"at_home","other","course","other",2,2,1,"no","yes","no","no","yes","yes","yes","yes",4,3,3,1,1,3,4,"7","8",9
|
635 |
+
"MS","F",18,"R","LE3","T",4,4,"teacher","services","course","mother",1,2,0,"no","no","no","yes","yes","yes","yes","no",5,4,3,3,4,2,1,"13","14",14
|
636 |
+
"MS","F",18,"U","GT3","T",3,3,"other","other","home","mother",1,2,0,"no","no","no","no","yes","yes","yes","yes",4,1,3,1,2,1,1,"16","16",16
|
637 |
+
"MS","F",17,"R","GT3","T",3,1,"at_home","other","reputation","mother",1,2,0,"no","yes","no","yes","no","yes","yes","no",4,5,4,2,3,1,10,"8","9",9
|
638 |
+
"MS","M",18,"U","GT3","T",4,4,"teacher","teacher","home","father",1,2,0,"no","no","no","yes","no","yes","yes","no",3,2,4,1,4,2,4,"17","18",19
|
639 |
+
"MS","M",18,"R","GT3","T",2,1,"other","other","other","mother",2,1,0,"no","no","no","yes","no","yes","yes","yes",4,4,3,1,3,5,0,"7","7",0
|
640 |
+
"MS","M",17,"U","GT3","T",2,3,"other","services","home","father",2,2,0,"no","no","no","yes","yes","yes","yes","no",4,4,3,1,1,3,4,"14","15",16
|
641 |
+
"MS","M",19,"R","GT3","T",1,1,"other","services","other","mother",2,1,1,"no","no","no","no","yes","yes","no","no",4,3,2,1,3,5,0,"5","8",0
|
642 |
+
"MS","M",18,"R","GT3","T",4,2,"other","other","home","father",2,1,1,"no","no","yes","no","yes","yes","no","no",5,4,3,4,3,3,0,"7","7",0
|
643 |
+
"MS","F",18,"R","GT3","T",2,2,"at_home","other","other","mother",2,3,0,"no","no","no","no","yes","yes","no","no",5,3,3,1,3,4,0,"14","17",15
|
644 |
+
"MS","F",17,"U","GT3","T",4,3,"teacher","other","other","mother",2,2,0,"no","no","no","no","yes","yes","yes","no",5,5,4,1,1,1,0,"6","9",11
|
645 |
+
"MS","F",18,"R","GT3","T",4,4,"teacher","at_home","reputation","mother",3,1,0,"no","yes","no","yes","yes","yes","yes","yes",4,4,3,2,2,5,4,"7","9",10
|
646 |
+
"MS","F",19,"R","GT3","T",2,3,"services","other","course","mother",1,3,1,"no","no","no","yes","no","yes","yes","no",5,4,2,1,2,5,4,"10","11",10
|
647 |
+
"MS","F",18,"U","LE3","T",3,1,"teacher","services","course","mother",1,2,0,"no","yes","no","no","yes","yes","yes","no",4,3,4,1,1,1,4,"15","15",16
|
648 |
+
"MS","F",18,"U","GT3","T",1,1,"other","other","course","mother",2,2,0,"no","no","no","yes","yes","yes","no","no",1,1,1,1,1,5,6,"11","12",9
|
649 |
+
"MS","M",17,"U","LE3","T",3,1,"services","services","course","mother",2,1,0,"no","no","no","no","no","yes","yes","no",2,4,5,3,4,2,6,"10","10",10
|
650 |
+
"MS","M",18,"R","LE3","T",3,2,"services","other","course","mother",3,1,0,"no","no","no","no","no","yes","yes","no",4,4,1,3,4,5,4,"10","11",11
|