Big Data Analytics Assignment 4
Source
This is fictitious data.
Data
| ID | Rate | TInGrade | Gender | Grade |
| 1 | 865.38 | 1.5 | 0 | 2 |
| 2 | 819.90 | 0.5 | 0 | 4 |
| 3 | 675.00 | 1.5 | 0 | 2 |
| 4 | 1494.24 | 1.5 | 1 | 8 |
| 5 | 729.72 | 0.5 | 1 | 4 |
| 6 | 709.50 | 1.5 | 0 | 2 |
| 7 | 692.31 | 1.1 | 0 | 2 |
| 8 | 722.64 | 0.5 | 0 | 3 |
| 9 | 726.93 | 0.8 | 0 | 2 |
| 10 | 692.31 | 1.5 | 0 | 2 |
| 11 | 1142.31 | 0.5 | 1 | 6 |
| 12 | 1413.45 | 0.5 | 1 | 8 |
| 13 | 795.00 | 1.5 | 0 | 3 |
| 14 | 825.00 | 1.5 | 1 | 3 |
| 15 | 867.00 | 0.5 | 0 | 4 |
| 16 | 778.86 | 0.5 | 0 | 3 |
| 17 | 1057.38 | 0.5 | 1 | 5 |
| 18 | 705.57 | 1.5 | 0 | 1 |
| 19 | 1052.31 | 0.5 | 1 | 7 |
| 20 | 735.00 | 0.5 | 0 | 2 |
| 21 | 780.00 | 1.5 | 0 | 2 |
| 22 | 1254.81 | 0.5 | 1 | 7 |
| 23 | 1263.99 | 5.0 | 1 | 7 |
| 24 | 692.31 | 0.7 | 0 | 2 |
| 25 | 946.17 | 2.5 | 0 | 6 |
| 26 | 1409.85 | 5.0 | 1 | 8 |
| 27 | 747.00 | 1.5 | 0 | 2 |
| 28 | 789.00 | 2.5 | 0 | 2 |
| 29 | 1110.00 | 1.5 | 1 | 7 |
| 30 | 923.10 | 0.5 | 0 | 5 |
| 31 | 692.31 | 0.2 | 0 | 2 |
| 32 | 648.00 | 1.3 | 0 | 1 |
| 33 | 1067.31 | 1.5 | 0 | 7 |
| 34 | 870.00 | 2.5 | 1 | 5 |
| 35 | 882.48 | 2.5 | 0 | 5 |
| 36 | 885.00 | 1.5 | 1 | 3 |
| 37 | 909.00 | 0.5 | 1 | 3 |
| 38 | 1035.42 | 0.5 | 0 | 7 |
| 39 | 657.69 | 2.2 | 0 | 1 |
| 40 | 859.62 | 1.5 | 1 | 4 |
| 41 | 616.17 | 0.8 | 0 | 2 |
| 42 | 924.00 | 2.5 | 0 | 6 |
| 43 | 928.86 | 1.5 | 1 | 5 |
| 44 | 761.55 | 0.6 | 0 | 3 |
| 45 | 1223.10 | 2.5 | 1 | 7 |
| 46 | 907.20 | 3.5 | 1 | 4 |
| 47 | 1119.24 | 4.5 | 1 | 7 |
| 48 | 1050.00 | 0.5 | 0 | 4 |
| 49 | 1500.00 | 4.5 | 1 | 7 |
| 50 | 739.62 | 0.7 | 1 | 5 |
| 51 | 1182.72 | 0.5 | 0 | 8 |
| 52 | 990.00 | 2.5 | 0 | 5 |
| 53 | 1368.24 | 5.0 | 1 | 7 |
| 54 | 1384.62 | 0.5 | 1 | 8 |
| 55 | 834.00 | 0.5 | 0 | 3 |
| 56 | 1263.48 | 5.0 | 1 | 7 |
| 57 | 1153.86 | 5.0 | 1 | 6 |
| 58 | 1263.48 | 5.0 | 1 | 7 |
| 59 | 813.60 | 1.5 | 0 | 5 |
| 60 | 825.00 | 1.5 | 1 | 3 |
| 61 | 840.00 | 5.0 | 0 | 3 |
| 62 | 692.31 | 0.3 | 0 | 2 |
| 63 | 836.55 | 0.9 | 0 | 3 |
| 64 | 813.48 | 0.5 | 0 | 4 |
| 65 | 963.45 | 2.5 | 0 | 7 |
| 66 | 747.00 | 2.5 | 0 | 2 |
| 67 | 915.57 | 0.5 | 0 | 6 |
| 68 | 951.93 | 1.5 | 0 | 3 |
| 69 | 830.76 | 0.5 | 1 | 3 |
| 70 | 853.83 | 1.5 | 0 | 3 |
| 71 | 660.45 | 0.9 | 0 | 2 |
| 72 | 1174.14 | 0.5 | 1 | 6 |
| 73 | 1056.60 | 3.5 | 1 | 6 |
| 74 | 1230.00 | 1.5 | 1 | 7 |
| 75 | 628.26 | 1.0 | 0 | 1 |
| 76 | 761.55 | 1.6 | 0 | 2 |
| 77 | 885.00 | 0.5 | 0 | 5 |
| 78 | 865.38 | 0.1 | 0 | 4 |
| 79 | 1176.93 | 3.5 | 1 | 5 |
| 80 | 825.00 | 1.5 | 0 | 3 |
| 81 | 848.10 | 1.5 | 0 | 3 |
| 82 | 681.93 | 0.8 | 0 | 1 |
| 83 | 1240.41 | 5.0 | 1 | 7 |
| 84 | 1518.75 | 5.0 | 1 | 7 |
| 85 | 729.72 | 0.1 | 0 | 4 |
| 86 | 1500.00 | 3.3 | 1 | 8 |
| 87 | 805.83 | 0.4 | 1 | 5 |
| 88 | 813.48 | 1.5 | 0 | 2 |
| 89 | 801.00 | 0.5 | 1 | 3 |
| 90 | 894.24 | 0.1 | 0 | 4 |
| 91 | 825.00 | 0.5 | 0 | 4 |
| 92 | 892.50 | 1.5 | 0 | 5 |
| 93 | 687.00 | 2.5 | 0 | 2 |
| 94 | 796.17 | 0.5 | 0 | 3 |
| 95 | 702.00 | 1.2 | 0 | 2 |
| 96 | 788.04 | 0.5 | 0 | 1 |
| 97 | 1110.00 | 1.5 | 1 | 7 |
| 98 | 778.86 | 4.5 | 0 | 1 |
| 99 | 795.00 | 2.5 | 0 | 2 |
| 100 | 780.24 | 0.1 | 0 | 2 |
| 101 | 819.24 | 2.5 | 1 | 3 |
| 102 | 1228.86 | 4.5 | 1 | 8 |
| 103 | 810.00 | 0.5 | 0 | 5 |
| 104 | 630.00 | 0.2 | 0 | 1 |
| 105 | 729.72 | 0.5 | 0 | 4 |
| 106 | 1065.00 | 0.5 | 1 | 7 |
| 107 | 816.00 | 1.5 | 0 | 3 |
| 108 | 1171.50 | 5.0 | 1 | 7 |
| 109 | 723.48 | 1.3 | 0 | 2 |
| 110 | 957.72 | 3.0 | 1 | 6 |
| 111 | 1275.00 | 5.0 | 1 | 8 |
| 112 | 894.24 | 0.5 | 0 | 6 |
| 113 | 602.31 | 1.0 | 0 | 1 |
| 114 | 1003.86 | 2.5 | 0 | 7 |
| 115 | 1135.38 | 0.5 | 1 | 6 |
| 116 | 840.00 | 1.5 | 0 | 3 |
| 117 | 756.00 | 2.5 | 0 | 2 |
| 118 | 770.19 | 1.5 | 0 | 2 |
| 119 | 750.00 | 0.5 | 0 | 2 |
| 120 | 687.00 | 2.5 | 0 | 2 |
| 121 | 900.00 | 0.5 | 0 | 4 |
| 122 | 780.00 | 1.0 | 0 | 2 |
| 123 | 1427.91 | 5.0 | 1 | 7 |
| 124 | 1275.00 | 5.0 | 1 | 8 |
| 125 | 911.55 | 0.5 | 0 | 5 |
| 126 | 1174.02 | 0.5 | 1 | 7 |
| 127 | 709.65 | 1.8 | 0 | 2 |
| 128 | 1263.48 | 4.5 | 1 | 7 |
| 129 | 787.50 | 1.2 | 0 | 2 |
| 130 | 807.72 | 0.5 | 0 | 2 |
| 131 | 1338.48 | 5.0 | 1 | 7 |
| 132 | 807.69 | 2.2 | 0 | 4 |
| 133 | 1230.00 | 3.5 | 1 | 7 |
| 134 | 1024.29 | 0.5 | 0 | 7 |
| 135 | 588.48 | 1.1 | 0 | 1 |
| 136 | 905.79 | 0.8 | 0 | 5 |
| 137 | 1551.93 | 5.0 | 1 | 8 |
| 138 | 1176.93 | 5.0 | 1 | 5 |
| 139 | 801.93 | 1.2 | 0 | 2 |
| 140 | 612.00 | 0.5 | 0 | 1 |
| 141 | 1001.55 | 1.5 | 0 | 6 |
| 142 | 931.74 | 1.5 | 0 | 4 |
| 143 | 1190.79 | 1.5 | 1 | 7 |
| 144 | 729.72 | 0.1 | 0 | 4 |
| 145 | 1365.00 | 0.5 | 0 | 8 |
| 146 | 810.00 | 1.5 | 0 | 3 |
| 147 | 856.17 | 1.5 | 0 | 1 |
| 148 | 1269.24 | 3.5 | 1 | 7 |
| 149 | 624.00 | 0.8 | 0 | 2 |
| 150 | 865.41 | 0.5 | 0 | 4 |
| 151 | 697.86 | 0.9 | 0 | 1 |
| 152 | 1237.50 | 2.0 | 0 | 7 |
| 153 | 990.00 | 2.5 | 0 | 6 |
| 154 | 818.10 | 1.5 | 0 | 1 |
| 155 | 687.00 | 2.5 | 0 | 2 |
| 156 | 1067.31 | 1.5 | 0 | 7 |
| 157 | 729.72 | 0.5 | 1 | 4 |
| 158 | 1350.00 | 1.5 | 1 | 8 |
| 159 | 1384.62 | 5.0 | 1 | 8 |
| 160 | 866.85 | 1.5 | 0 | 5 |
| 161 | 1128.00 | 3.7 | 1 | 7 |
| 162 | 1081.74 | 5.0 | 0 | 6 |
| 163 | 1396.17 | 5.0 | 1 | 8 |
| 164 | 830.79 | 0.5 | 0 | 5 |
| 165 | 692.31 | 0.0 | 0 | 2 |
| 166 | 1130.76 | 4.5 | 1 | 7 |
| 167 | 836.55 | 0.1 | 0 | 3 |
| 168 | 735.00 | 0.5 | 0 | 2 |
| 169 | 1073.10 | 1.5 | 0 | 5 |
| 170 | 709.62 | 0.7 | 0 | 2 |
| 171 | 923.10 | 0.5 | 0 | 4 |
| 172 | 1200.00 | 0.9 | 0 | 6 |
| 173 | 894.00 | 1.5 | 1 | 4 |
| 174 | 804.00 | 1.5 | 0 | 2 |
| 175 | 590.19 | 0.8 | 0 | 1 |
| 176 | 913.86 | 0.5 | 0 | 6 |
| 177 | 588.48 | 1.0 | 0 | 1 |
| 178 | 780.00 | 0.5 | 0 | 5 |
| 179 | 623.10 | 0.3 | 0 | 1 |
| 180 | 717.00 | 0.7 | 0 | 1 |
| 181 | 761.55 | 0.7 | 0 | 4 |
| 182 | 1153.83 | 2.5 | 1 | 8 |
| 183 | 778.86 | 1.5 | 0 | 2 |
| 184 | 770.55 | 0.5 | 0 | 3 |
| 185 | 1350.00 | 1.5 | 1 | 8 |
| 186 | 1360.08 | 0.5 | 0 | 7 |
| 187 | 616.17 | 0.8 | 0 | 2 |
| 188 | 1427.91 | 5.0 | 1 | 8 |
| 189 | 812.73 | 1.5 | 1 | 5 |
| 190 | 739.62 | 0.5 | 1 | 5 |
| 191 | 634.62 | 0.2 | 0 | 2 |
| 192 | 817.26 | 0.5 | 0 | 5 |
| 193 | 713.10 | 1.5 | 0 | 2 |
| 194 | 951.93 | 1.5 | 0 | 6 |
| 195 | 1375.98 | 5.0 | 1 | 6 |
| 196 | 630.00 | 4.5 | 0 | 1 |
| 197 | 901.14 | 1.5 | 0 | 5 |
| 198 | 578.76 | 0.8 | 0 | 1 |
| 199 | 951.93 | 1.5 | 0 | 5 |
| 200 | 1125.00 | 0.5 | 1 | 6 |
| 201 | 663.48 | 0.5 | 0 | 2 |
| 202 | 1390.41 | 5.0 | 1 | 7 |
| 203 | 1038.48 | 0.7 | 0 | 7 |
| 204 | 720.00 | 0.2 | 0 | 2 |
| 205 | 960.00 | 4.5 | 1 | 7 |
| 206 | 755.76 | 2.3 | 0 | 2 |
| 207 | 597.12 | 0.9 | 0 | 1 |
| 208 | 623.10 | 0.5 | 0 | 2 |
| 209 | 756.00 | 2.5 | 0 | 2 |
| 210 | 804.00 | 3.5 | 1 | 1 |
| 211 | 1157.91 | 5.0 | 1 | 7 |
| 212 | 1148.10 | 2.5 | 0 | 7 |
| 213 | 1050.00 | 0.5 | 0 | 7 |
| 214 | 858.00 | 3.5 | 0 | 5 |
| 215 | 1003.86 | 2.5 | 1 | 6 |
| 216 | 1390.41 | 5.0 | 0 | 7 |
| 217 | 894.24 | 1.5 | 0 | 5 |
| 218 | 951.93 | 0.8 | 1 | 7 |
| 219 | 1200.00 | 0.5 | 1 | 7 |
| 220 | 842.31 | 0.5 | 0 | 3 |
| 221 | 1130.76 | 2.5 | 1 | 7 |
| 222 | 990.00 | 2.5 | 1 | 5 |
| 223 | 1073.10 | 3.5 | 0 | 7 |
| 224 | 690.00 | 0.7 | 0 | 2 |
| 225 | 960.60 | 5.0 | 0 | 5 |
| 226 | 761.55 | 0.8 | 0 | 2 |
| 227 | 1419.24 | 0.5 | 1 | 8 |
| 228 | 1257.72 | 5.0 | 1 | 7 |
| 229 | 900.00 | 1.5 | 0 | 3 |
| 230 | 804.00 | 1.5 | 1 | 3 |
| 231 | 1096.17 | 0.4 | 0 | 6 |
| 232 | 931.74 | 2.5 | 0 | 5 |
| 233 | 819.00 | 0.5 | 1 | 3 |
| 234 | 1055.76 | 2.5 | 0 | 7 |
| 235 | 764.43 | 0.5 | 0 | 3 |
| 236 | 1078.86 | 1.5 | 0 | 6 |
| 237 | 690.00 | 0.5 | 0 | 2 |
| 238 | 1182.72 | 0.5 | 1 | 6 |
| 239 | 836.55 | 0.2 | 0 | 5 |
| 240 | 928.86 | 0.5 | 0 | 5 |
| 241 | 835.11 | 1.5 | 0 | 5 |
| 242 | 886.17 | 1.5 | 0 | 3 |
| 243 | 805.86 | 0.5 | 1 | 5 |
| 244 | 928.86 | 0.5 | 0 | 6 |
| 245 | 1070.22 | 2.5 | 1 | 7 |
| 246 | 729.72 | 1.0 | 0 | 4 |
| 247 | 761.55 | 0.5 | 0 | 4 |
| 248 | 1052.88 | 0.5 | 0 | 7 |
| 249 | 1188.48 | 3.3 | 0 | 6 |
| 250 | 980.79 | 1.3 | 0 | 7 |
| 251 | 950.79 | 5.0 | 0 | 3 |
| 252 | 605.79 | 0.5 | 0 | 1 |
| 253 | 805.86 | 0.5 | 0 | 5 |
| 254 | 720.00 | 1.2 | 0 | 2 |
| 255 | 980.79 | 0.5 | 0 | 6 |
| 256 | 1038.45 | 2.5 | 0 | 7 |