Question
a. Make a scatter plot (with trend line) showing the relationship between SAT and HSGPA b. Make a frequency distribution and bar chart showing how
a. Make a scatter plot (with trend line) showing the relationship between SAT and HSGPA
b. Make a frequency distribution and bar chart showing how many students were admitted and denied
c. Make a contingency table and stacked column chart showing those number of males and females that were denied and admitted.
Student Decision SAT Female HSGPA 1 Deny 873 No 2.57 2 Deny 861 Yes 2.65 3 Admit 1416 No 4.02 4 Deny 1135 No 2.63 5 Admit 1381 No 4.2 6 Deny 1114 Yes 2.43 7 Admit 1544 No 3.2 8 Admit 1356 No 4.29 9 Admit 1134 No 4.32 10 Deny 1061 Yes 3.32 11 Deny 1074 No 3.35 12 Admit 1520 No 4.04 13 Deny 1190 Yes 2.97 14 Deny 979 Yes 2.96 15 Deny 816 No 3.83 16 Admit 1396 Yes 3.99 17 Admit 1450 Yes 2.29 18 Deny 970 Yes 2.24 19 Deny 927 No 3.27 20 Admit 1423 Yes 3.21 21 Admit 1308 No 4.47 22 Deny 1214 No 2.74 23 Deny 931 No 2.66 24 Admit 1398 Yes 4.31 25 Deny 1138 No 2.25 26 Deny 1112 Yes 2.85 27 Admit 1372 Yes 2.85 28 Admit 1410 No 3.76 29 Admit 1188 Yes 4.28 30 Admit 1335 Yes 3.12 31 Admit 1314 No 2.3 32 Deny 928 No 4.11 33 Deny 1090 No 2.75 34 Admit 1257 Yes 3.69 35 Admit 1478 Yes 4.33 36 Admit 1556 No 3.69 37 Deny 959 No 3.17 38 Deny 912 No 3.07 39 Deny 1053 No 3.2 40 Deny 968 No 3.19 41 Deny 1129 No 3.17 42 Deny 1118 No 2.61 43 Deny 930 No 4.01 44 Admit 1563 No 4.19 45 Admit 1237 Yes 2.81 46 Deny 975 Yes 4.43 47 Deny 950 Yes 2.82 48 Deny 886 Yes 3.27 49 Deny 894 No 3.64 50 Deny 1125 No 3.57 51 Deny 995 No 3.33 52 Admit 1392 No 3.96 53 Admit 1439 Yes 3.89 54 Admit 1308 No 2.76 55 Admit 1390 No 3.54 56 Admit 1465 No 3.37 57 Deny 940 No 3.26 58 Admit 1597 Yes 2.64 59 Admit 1330 Yes 3.25 60 Admit 1535 Yes 3.91 61 Deny 864 Yes 3.26 62 Admit 1155 Yes 4.38 63 Deny 942 No 4.26 64 Admit 1251 Yes 3.67 65 Deny 897 No 3.64 66 Admit 1199 Yes 4.23 67 Admit 1440 No 2.99 68 Admit 1303 Yes 3.89 69 Admit 1556 Yes 2.83 70 Admit 1419 No 3.76 71 Deny 1100 Yes 2.73 72 Admit 1210 No 3.26 73 Deny 1080 No 3.94 74 Deny 1064 Yes 2.94 75 Admit 1254 Yes 3.06 76 Deny 823 Yes 3.24 77 Deny 1039 Yes 3.36 78 Admit 1463 No 3.08 79 Admit 1338 No 2.24 80 Admit 1193 No 4.29 81 Admit 1148 Yes 3.62 82 Deny 925 Yes 2.28 83 Admit 1417 No 2.78 84 Deny 1033 Yes 2.36 85 Admit 1299 Yes 3.43 86 Admit 1433 Yes 3.88 87 Admit 1248 Yes 4.24 88 Admit 1523 No 3.25 89 Admit 1394 Yes 3.4 90 Deny 922 No 3.71 91 Deny 1186 No 2.61 92 Deny 943 No 3.43 93 Admit 1222 Yes 3.81 94 Admit 1495 Yes 3.55 95 Deny 815 No 2.34 96 Admit 1111 Yes 4.44 97 Deny 1134 Yes 2.65 98 Deny 1066 No 2.69 99 Deny 844 No 3.18 100 Deny 971 No 3.24 101 Admit 1263 No 3.24 102 Admit 1128 No 3.72 103 Admit 1482 No 4.13 104 Admit 1569 No 2.4 105 Admit 1285 No 4.1 106 Admit 1519 Yes 3.26 107 Deny 851 No 4.22 108 Deny 1081 Yes 3.31 109 Admit 1214 Yes 4.37 110 Deny 852 No 2.41 111 Admit 1348 No 3.66 112 Admit 1444 No 2.64 113 Deny 861 Yes 3.42 114 Admit 1347 Yes 2.83 115 Deny 806 Yes 2.97 116 Deny 995 No 2.87 117 Admit 1329 Yes 3.9 118 Admit 1578 No 2.45 119 Admit 1482 No 4.46 120 Admit 1209 No 4.3 121 Deny 821 Yes 4.51 122 Admit 1344 Yes 2.56 123 Admit 1454 Yes 3.59 124 Deny 901 Yes 2.72 125 Admit 1410 Yes 2.31 126 Deny 856 No 4.09 127 Deny 865 No 2.92 128 Admit 1585 Yes 2.72 129 Deny 1085 Yes 3.68 130 Admit 1262 No 3.91 131 Deny 981 Yes 3.3 132 Deny 901 No 2.77 133 Deny 865 Yes 2.49 134 Deny 1148 No 2.28 135 Admit 1592 Yes 3.49 136 Admit 1447 No 2.3 137 Deny 913 Yes 4.17 138 Deny 1131 No 3.22 139 Admit 1521 Yes 3.23 140 Deny 1039 No 3.99 141 Admit 1439 No 2.29 142 Admit 1355 Yes 2.44 143 Deny 1093 Yes 3.33 144 Deny 1062 No 3.38 145 Admit 1161 No 3.88 146 Deny 990 No 2.25 147 Deny 1119 No 2.77 148 Deny 872 No 4.09 149 Admit 1425 Yes 3.97 150 Admit 1172 No 4.18 151 Deny 1066 Yes 2.23 152 Deny 887 Yes 3.8 153 Deny 1214 No 2.29 154 Admit 1503 Yes 3.09 155 Admit 1576 No 2.85 156 Admit 1148 No 4.04 157 Admit 1243 Yes 3.39 158 Admit 1572 Yes 3.8 159 Deny 994 Yes 2.5 160 Deny 854 No 4.3 161 Deny 916 Yes 3.36 162 Admit 1390 No 2.93 163 Deny 894 Yes 3.91 164 Admit 1123 No 4.31 165 Admit 1370 No 3.31 166 Admit 1200 No 3.36 167 Admit 1149 Yes 4.07 168 Deny 962 Yes 3.85 169 Deny 1175 Yes 3.08 170 Admit 1373 No 3.08 171 Admit 1587 No 3.59 172 Deny 1127 Yes 2.42 173 Admit 1273 Yes 4.2 174 Deny 981 No 4.33 175 Admit 1440 Yes 3.67 176 Admit 1395 Yes 2.72 177 Deny 852 Yes 3.21 178 Deny 879 No 4 179 Admit 1305 No 3.36 180 Admit 1557 Yes 3.15 181 Deny 947 Yes 2.49 182 Admit 1446 Yes 3.25 183 Deny 902 Yes 2.79 184 Deny 816 Yes 2.72 185 Deny 1038 No 2.46 186 Admit 1266 No 2.98 187 Admit 1598 Yes 2.86 188 Admit 1569 No 2.67 189 Admit 1190 No 3.76 190 Deny 954 No 3.84 191 Deny 1048 Yes 3.71 192 Admit 1430 Yes 3.88 193 Deny 840 No 2.51 194 Deny 1072 No 3.46 195 Admit 1402 Yes 3.22 196 Admit 1388 No 3.73 197 Deny 885 No 4.1 198 Admit 1225 Yes 4.06 199 Deny 1058 Yes 2.82 200 Deny 925 No 2.42 201 Admit 1364 Yes 2.88 202 Deny 917 Yes 3.71 203 Admit 1576 Yes 3.12 204 Deny 1057 Yes 2.23 205 Deny 909 Yes 2.25 206 Admit 1585 No 3.64 207 Deny 831 Yes 4.18 208 Deny 881 No 4.03 209 Admit 1171 Yes 3.7 210 Admit 1241 Yes 4.06 211 Admit 1255 No 3.42 212 Deny 1247 Yes 2.65 213 Deny 1118 Yes 3.12 214 Admit 1429 Yes 3.05 215 Admit 1469 No 2.73 216 Admit 1183 Yes 3.58 217 Deny 810 Yes 2.24 218 Deny 928 Yes 2.88 219 Admit 1291 Yes 2.37 220 Admit 1348 Yes 2.75 221 Deny 806 Yes 3.86 222 Deny 962 No 4.39 223 Deny 847 No 3.99 224 Admit 1303 No 3.22 225 Admit 1153 No 3.88 226 Admit 1544 Yes 4.11 227 Deny 1079 No 3.88 228 Deny 1157 No 2.39 229 Deny 958 No 3.42 230 Admit 1359 Yes 3.76 231 Deny 974 No 4.02 232 Admit 1290 No 4.18 233 Admit 1229 Yes 4.04 234 Admit 1235 No 4.21 235 Deny 937 No 2.81 236 Admit 1469 No 2.28 237 Admit 1219 Yes 3.85 238 Deny 815 Yes 3.97 239 Deny 864 No 3.64 240 Admit 1502 No 4.21 241 Deny 1033 No 2.72 242 Admit 1505 Yes 2.42 243 Deny 1028 No 3.86 244 Deny 1059 No 3.81 245 Deny 1023 Yes 2.75 246 Deny 1179 Yes 2.44 247 Admit 1220 No 3.72 248 Admit 1277 No 3.44 249 Admit 1496 No 4.16 250 Admit 1162 No 3.9 251 Deny 1011 Yes 3.59 252 Admit 1371 Yes 3.55 253 Deny 1074 Yes 3.03 254 Deny 950 Yes 4.45 255 Deny 989 Yes 2.41 256 Deny 1212 No 2.28 257 Admit 1393 No 2.91 258 Deny 838 No 2.86 259 Deny 1079 Yes 3.94 260 Deny 1210 Yes 2.56 261 Deny 1006 No 2.28 262 Admit 1166 Yes 4.23 263 Deny 935 Yes 3.25 264 Deny 1101 No 2.89 265 Deny 981 Yes 3.2 266 Deny 1040 No 4.42 267 Admit 1314 No 2.53 268 Admit 1526 No 3.5 269 Admit 1337 Yes 3.87 270 Deny 925 Yes 3.14 271 Admit 1516 Yes 2.51 272 Admit 1532 No 2.7 273 Deny 1029 Yes 4.19 274 Deny 1128 Yes 3.2 275 Deny 852 Yes 3.2 276 Deny 1034 No 4.22 277 Deny 808 Yes 3.09 278 Deny 957 No 2.6 279 Admit 1353 No 3.26 280 Deny 1117 No 3.17 281 Admit 1358 Yes 2.42 282 Admit 1491 Yes 3.32 283 Deny 869 Yes 2.82 284 Deny 1053 Yes 4.14 285 Admit 1264 Yes 4.33 286 Deny 880 Yes 4.18 287 Admit 1204 Yes 4.16 288 Admit 1386 No 3.54 289 Admit 1176 Yes 3.86 290 Deny 1026 No 4.17 291 Deny 1087 No 3.47 292 Deny 1223 Yes 2.77 293 Admit 1512 Yes 4.22 294 Deny 1215 No 2.62 295 Admit 1307 No 3.38 296 Deny 924 No 2.99 297 Admit 1289 No 2.32 298 Deny 1043 Yes 2.42 299 Deny 896 No 3.13 300 Admit 1292 Yes 4.25 301 Deny 1051 No 3.13 302 Admit 1589 No 2.53 303 Deny 1095 No 2.74 304 Admit 1167 Yes 3.93 305 Deny 985 Yes 2.32 306 Deny 1169 No 3.04 307 Admit 1095 No 4.35 308 Deny 914 Yes 2.3 309 Deny 879 No 3.68 310 Deny 1252 No 2.5 311 Deny 1041 Yes 3.95 312 Admit 1421 Yes 2.78 313 Admit 1481 No 3.33 314 Deny 1019 Yes 3.5 315 Admit 1535 No 4.3 316 Admit 1513 Yes 3.31 317 Admit 1301 Yes 2.92 318 Admit 1330 No 2.66 319 Deny 1199 No 2.3 320 Admit 1573 No 2.93 321 Deny 960 Yes 3.63 322 Deny 973 No 2.69 323 Deny 987 Yes 2.62 324 Admit 1400 Yes 2.47 325 Deny 807 Yes 3.69 326 Admit 1504 Yes 3.11 327 Admit 1258 Yes 3.26 328 Admit 1232 No 3.53 329 Deny 905 Yes 4.2 330 Admit 1553 No 3.75 331 Deny 845 Yes 4.21 332 Deny 931 No 2.57 333 Deny 832 Yes 3.84 334 Admit 1505 No 2.42 335 Deny 1105 No 3.45 336 Deny 897 No 3.34 337 Deny 802 No 2.48 338 Deny 1114 No 2.7 339 Admit 1524 Yes 3.38 340 Deny 942 No 4.23 341 Admit 1124 Yes 4.35 342 Deny 1154 Yes 3.39 343 Admit 1397 No 4.16 344 Admit 1212 Yes 3.74 345 Deny 1053 Yes 2.63 346 Deny 879 Yes 2.89 347 Deny 1061 Yes 4.18 348 Admit 1587 Yes 4.22 349 Deny 973 Yes 4.49 350 Deny 1107 No 2.49 351 Admit 1460 Yes 3.08 352 Deny 1033 No 3.6 353 Admit 1281 No 3.37 354 Admit 1163 No 4.04 355 Admit 1587 No 3.55 356 Deny 849 No 4.32 357 Admit 1499 Yes 2.27 358 Admit 1415 Yes 2.91 359 Admit 1078 No 4.37 360 Deny 821 Yes 2.72 361 Admit 1412 Yes 3.08 362 Deny 920 No 3.17 363 Admit 1264 No 4.06 364 Admit 1546 No 3.25 365 Deny 986 Yes 2.52 366 Admit 1568 No 4.21 367 Admit 1390 No 2.98 368 Admit 1552 No 3.74 369 Admit 1260 Yes 2.81 370 Deny 1247 No 2.33 371 Admit 1232 Yes 3 372 Deny 1103 Yes 3.4 373 Deny 857 No 2.65 374 Admit 1551 No 4.22 375 Admit 1535 Yes 2.89 376 Deny 1039 Yes 4.42 377 Admit 1285 No 3.53 378 Deny 1015 Yes 2.84 379 Admit 1232 Yes 4.13 380 Deny 1015 No 2.84 381 Admit 1525 No 2.25 382 Deny 1210 No 2.81 383 Admit 1599 No 2.72 384 Deny 945 Yes 4.43 385 Admit 1148 Yes 3.89 386 Admit 1291 No 4.1 387 Admit 1497 Yes 3.89 388 Deny 808 Yes 2.71 389 Deny 851 No 4 390 Admit 1357 No 3.9 391 Admit 1462 Yes 4.2 392 Admit 1576 No 2.47 393 Deny 877 Yes 3.23 394 Deny 1089 No 2.9 395 Admit 1248 No 4.44 396 Admit 1136 No 3.88 397 Deny 899 Yes 4 398 Deny 896 Yes 3.66 399 Deny 971 Yes 3.63 400 Deny 1057 No 3.56 401 Admit 1566 No 3.22 402 Deny 1071 No 3.89 403 Deny 1092 No 3.57 404 Deny 1065 Yes 3.19 405 Admit 1290 No 3.35 406 Admit 1174 No 4.08 407 Deny 887 No 4.05 408 Admit 1359 Yes 2.35 409 Admit 1484 No 3.23 410 Deny 977 No 2.96 411 Deny 1216 Yes 2.37 412 Admit 1270 Yes 4.17 413 Deny 880 No 2.29 414 Deny 859 No 3.95 415 Admit 1230 Yes 3.8 416 Deny 1179 No 2.28 417 Admit 1200 No 3.19 418 Deny 1065 No 2.82 419 Deny 1055 Yes 3.31 420 Admit 1396 No 4.33 421 Admit 1205 Yes 3.96 422 Admit 1163 No 3.45 423 Deny 1028 Yes 2.89 424 Admit 1324 No 4 425 Deny 1018 No 2.74 426 Admit 1220 No 3.45 427 Admit 1242 Yes 3.45 428 Deny 1015 No 4.1 429 Admit 1416 Yes 2.93 430 Admit 1599 No 2.21 431 Deny 1213 Yes 2.35 432 Deny 858 Yes 3.91 433 Deny 1025 No 3.36 434 Deny 905 Yes 4.18 435 Admit 1353 Yes 3.11 436 Deny 1025 Yes 3.33 437 Admit 1483 Yes 4.44 438 Admit 1347 No 4.32 439 Deny 887 No 2.93 440 Deny 937 No 3.43 441 Admit 1400 No 4.24 442 Admit 1546 Yes 3.58 443 Admit 1536 Yes 2.7 444 Admit 1510 Yes 3.64 445 Deny 814 Yes 2.79 446 Admit 1485 No 2.84 447 Admit 1498 Yes 3.5 448 Admit 1146 No 3.63 449 Admit 1373 No 3.58 450 Deny 1010 Yes 4.24 451 Admit 1577 No 3.73 452 Deny 875 No 3.07 453 Admit 1138 Yes 4.2 454 Deny 863 No 3.51 455 Admit 1176 No 3.38 456 Deny 993 Yes 3.02 457 Deny 838 Yes 2.83 458 Deny 887 No 3.67 459 Admit 1436 No 2.51 460 Deny 1016 Yes 3.32 461 Deny 842 Yes 4.48 462 Deny 829 No 2.6 463 Deny 1056 No 2.36 464 Deny 1095 No 3.84 465 Admit 1388 Yes 2.41 466 Deny 1065 Yes 4.04 467 Admit 1590 No 3.98 468 Deny 888 Yes 4.46 469 Admit 1549 Yes 4.07 470 Admit 1215 Yes 4.06 471 Deny 914 Yes 4.45 472 Deny 871 Yes 3.61 473 Admit 1251 No 2.91 474 Admit 1487 Yes 3.21 475 Deny 876 No 3.08 476 Deny 1022 Yes 3.43 477 Admit 1354 Yes 3.22 478 Admit 1137 Yes 4.5 479 Deny 1126 Yes 2.99 480 Admit 1358 Yes 3.71 481 Deny 845 No 2.32 482 Deny 844 No 2.55 483 Admit 1355 Yes 2.44 484 Deny 1207 Yes 2.88 485 Deny 1103 No 2.41 486 Admit 1502 No 3.77 487 Deny 1277 No 2.26 488 Admit 1405 No 3.57 489 Admit 1370 Yes 3.05 490 Deny 875 No 3.02 491 Deny 1018 Yes 4.21 492 Deny 1063 No 2.92 493 Admit 1342 No 3.62 494 Admit 1137 Yes 4.12 495 Deny 1014 Yes 3.96 496 Admit 1448 No 2.83 497 Admit 1255 No 3.72 498 Deny 1090 No 3.78 499 Admit 1584 Yes 4 500 Deny 1074 Yes 3.48 501 Deny 1077 Yes 2.89 502 Deny 916 No 2.4 503 Admit 1499 Yes 2.45 504 Admit 1339 Yes 2.47 505 Deny 921 Yes 3.28 506 Admit 1597 Yes 3.36 507 Deny 894 No 2.55 508 Admit 1598 No 3.09 509 Deny 802 No 4.42 510 Deny 856 No 3.58 511 Deny 1196 Yes 2.74 512 Deny 1023 No 2.64 513 Admit 1267 Yes 3.19 514 Deny 1133 Yes 3.06 515 Admit 1215 Yes 3.39 516 Deny 858 Yes 3.97 517 Deny 1027 No 3.4 518 Admit 1141 No 3.97 519 Deny 1052 Yes 3.39 520 Deny 926 No 4.38 521 Deny 930 Yes 3.79 522 Admit 1589 Yes 3.86 523 Admit 1301 No 2.83 524 Admit 1230 Yes 4.16 525 Deny 958 No 3.64 526 Deny 875 Yes 2.58 527 Admit 1538 Yes 4.34 528 Deny 1092 No 2.94 529 Deny 923 Yes 3.46 530 Admit 1346 Yes 3.26 531 Admit 1241 Yes 3.05 532 Deny 907 No 2.81 533 Admit 1510 No 4.02 534 Deny 831 No 3.16 535 Deny 1146 No 2.78 536 Deny 849 No 3.45 537 Admit 1545 Yes 3.19 538 Admit 1482 Yes 3.82 539 Admit 1404 Yes 3.46 540 Admit 1157 No 4.3 541 Admit 1330 No 4.01 542 Admit 1531 Yes 2.92 543 Deny 1155 Yes 2.52 544 Admit 1295 Yes 3.29 545 Deny 1131 No 2.63 546 Deny 814 No 3.5 547 Admit 1359 No 3.57 548 Deny 1214 No 2.89 549 Deny 1087 Yes 2.91 550 Admit 1251 No 3.87 551 Admit 1379 Yes 4.2 552 Deny 1015 No 3.27 553 Admit 1493 Yes 3.88 554 Admit 1424 No 2.23 555 Deny 996 Yes 3.03 556 Deny 866 Yes 3.34 557 Admit 1584 Yes 4.48 558 Admit 1423 Yes 4.26 559 Admit 1459 Yes 2.37 560 Admit 1124 Yes 4.25 561 Admit 1512 No 4.16 562 Admit 1380 No 3.93 563 Admit 1444 No 3.25 564 Deny 1040 No 3.5 565 Admit 1373 Yes 3.95 566 Admit 1538 Yes 3.26 567 Deny 1139 Yes 2.62 568 Deny 1030 No 2.28 569 Admit 1526 No 3.55 570 Deny 1154 No 2.67 571 Deny 1169 Yes 2.26 572 Deny 914 No 3.83 573 Deny 959 No 3.16 574 Admit 1429 Yes 4.14 575 Admit 1205 No 3.73 576 Admit 1202 No 4.1 577 Admit 1430 Yes 3.69 578 Admit 1273 No 3.46 579 Admit 1363 No 2.23 580 Deny 983 No 4.01 581 Deny 910 No 3.72 582 Deny 1123 Yes 3.32 583 Deny 1109 Yes 2.63 584 Admit 1452 Yes 4.18 585 Admit 1494 Yes 2.89 586 Deny 819 No 4.06 587 Deny 945 Yes 3.49 588 Deny 1053 Yes 3.44 589 Deny 968 Yes 2.81 590 Admit 1569 Yes 2.79 591 Deny 1165 Yes 3.16 592 Admit 1336 Yes 2.52 593 Deny 1044 Yes 3.52 594 Admit 1580 No 2.26 595 Deny 856 Yes 4.38 596 Deny 1024 No 2.84 597 Deny 1018 No 3.76 598 Admit 1413 No 4.2 599 Admit 1485 No 4.06 600 Deny 1016 Yes 3.06 601 Admit 1343 No 3.79 602 Deny 1051 No 3.26 603 Deny 1132 Yes 3.4 604 Admit 1404 No 2.81 605 Admit 1581 Yes 4.43 606 Deny 1043 No 3.19 607 Admit 1530 Yes 2.53 608 Deny 919 No 3.96 609 Admit 1576 No 4.28 610 Admit 1493 Yes 4.26 611 Deny 955 Yes 3.04 612 Deny 974 No 3.35 613 Admit 1216 No 4.28 614 Deny 1037 No 4.38 615 Deny 1050 No 3.96 616 Deny 1111 No 3.23 617 Admit 1434 Yes 3.46 618 Admit 1405 No 4.33 619 Deny 972 Yes 4.02 620 Admit 1382 Yes 2.61 621 Admit 1532 Yes 3.57 622 Admit 1507 No 4.47 623 Deny 1007 Yes 4.19 624 Deny 1052 Yes 3.11 625 Admit 1563 No 3.27 626 Admit 1538 Yes 3.33 627 Admit 1465 No 3.66 628 Deny 927 No 3.65 629 Deny 1095 No 2.61 630 Admit 1479 Yes 3.03 631 Deny 998 Yes 2.94 632 Admit 1439 Yes 4.39 633 Admit 1120 No 4.03 634 Deny 1213 No 2.61 635 Admit 1193 Yes 3.16 636 Deny 877 Yes 4.46 637 Deny 938 Yes 2.44 638 Admit 1495 Yes 4.17 639 Admit 1443 No 3.48 640 Deny 920 Yes 4.34 641 Admit 1085 Yes 4.38 642 Admit 1259 Yes 4.33 643 Deny 815 Yes 2.66 644 Deny 910 No 2.46 645 Admit 1369 Yes 3.19 646 Admit 1524 Yes 2.42 647 Admit 1588 Yes 2.49 648 Deny 1213 Yes 2.76 649 Admit 1472 Yes 4.39 650 Admit 1236 Yes 3.27 651 Admit 1453 No 3.11 652 Admit 1555 Yes 3.32 653 Admit 1554 No 3.77 654 Admit 1262 No 3.05 655 Admit 1300 Yes 2.28 656 Admit 1495 No 2.44 657 Deny 1211 No 2.6 658 Deny 839 No 2.39 659 Admit 1458 No 2.95 660 Admit 1330 No 2.74 661 Deny 901 Yes 4.34 662 Admit 1332 No 3.6 663 Deny 1211 No 2.29 664 Admit 1263 Yes 4.1 665 Admit 1456 Yes 2.88 666 Admit 1298 Yes 2.98 667 Deny 1014 Yes 3.45 668 Deny 878 No 2.43 669 Admit 1447 Yes 2.39 670 Admit 1283 No 3.03 671 Deny 1059 Yes 3.72 672 Deny 1175 No 2.36 673 Deny 1095 No 3.4 674 Admit 1179 No 3.91 675 Deny 995 No 2.25 676 Deny 1028 No 3.77 677 Deny 983 No 3.74 678 Deny 890 Yes 4.2 679 Deny 1040 No 4.39 680 Admit 1257 Yes 4.16 681 Admit 1429 No 2.88 682 Admit 1162 Yes 3.95 683 Deny 940 No 2.67 684 Admit 1387 Yes 3.21 685 Admit 1588 No 4.15 686 Admit 1452 No 2.6 687 Admit 1514 No 2.76 688 Deny 1015 No 4.23 689 Admit 1378 Yes 2.52 690 Admit 1513 No 3.51 691 Admit 1570 Yes 3.95 692 Deny 925 No 2.43 693 Admit 1587 Yes 3.74 694 Deny 815 No 3.03 695 Deny 861 Yes 3.48 696 Deny 952 No 3.79 697 Deny 990 No 4.22 698 Admit 1364 Yes 2.56 699 Deny 814 No 2.63 700 Admit 1492 No 4.07 701 Admit 1378 No 3.89 702 Admit 1154 No 3.93 703 Admit 1221 Yes 4.16 704 Deny 1201 Yes 2.51 705 Admit 1247 Yes 2.83 706 Deny 1089 Yes 2.75 707 Deny 927 Yes 2.93 708 Admit 1282 Yes 3.74 709 Admit 1570 Yes 2.68 710 Deny 875 Yes 2.78 711 Admit 1323 Yes 2.61 712 Admit 1472 Yes 3.45 713 Deny 800 No 3.88 714 Deny 858 No 3.21 715 Deny 940 Yes 3.31 716 Admit 1600 No 4.24 717 Admit 1236 No 4.38 718 Deny 920 Yes 3.82 719 Deny 1099 No 3.42 720 Admit 1469 Yes 3.27 721 Deny 1101 No 3.61 722 Admit 1587 Yes 3.22 723 Deny 1081 No 3.59 724 Admit 1324 Yes 3.64 725 Admit 1374 No 2.72 726 Admit 1569 Yes 3.01 727 Admit 1413 Yes 3.6 728 Deny 898 No 4.26 729 Admit 1256 No 3.62 730 Deny 1095 Yes 2.54 731 Admit 1396 Yes 2.43 732 Admit 1304 Yes 2.6 733 Admit 1285 Yes 3.34 734 Deny 852 Yes 2.97 735 Deny 1154 Yes 2.79 736 Admit 1593 Yes 2.57 737 Admit 1205 No 3.59 738 Deny 801 No 2.22 739 Deny 968 No 3.29 740 Admit 1320 No 4.23 741 Deny 863 No 3.63 742 Deny 1021 No 2.74 743 Admit 1479 No 4.24 744 Deny 1198 Yes 2.71 745 Admit 1135 Yes 3.84 746 Admit 1223 Yes 3.14 747 Admit 1106 No 4.3 748 Admit 1444 No 3.57 749 Admit 1573 Yes 3.24 750 Admit 1501 No 3.91 751 Deny 1050 No 3.6 752 Deny 1006 No 3.81 753 Admit 1115 Yes 3.88 754 Admit 1489 Yes 4.41 755 Deny 1066 No 3.39 756 Admit 1434 Yes 3.55 757 Admit 1162 Yes 3.43 758 Admit 1437 Yes 2.93 759 Admit 1508 No 2.56 760 Admit 1391 No 3.13 761 Deny 1028 No 4.2 762 Admit 1379 No 2.37 763 Deny 895 Yes 3.26 764 Admit 1394 No 2.45 765 Admit 1553 Yes 2.97 766 Admit 1518 No 4.27 767 Deny 840 Yes 3.83 768 Deny 879 Yes 3.01 769 Admit 1534 Yes 4.08 770 Deny 981 Yes 3.34 771 Deny 873 No 4.23 772 Admit 1335 Yes 3.57 773 Deny 899 Yes 3.69 774 Admit 1103 Yes 4.14 775 Deny 945 No 3.16 776 Admit 1280 No 3.18 777 Deny 1230 No 2.21 778 Admit 1137 No 4.01 779 Deny 885 No 3.8 780 Deny 1067 No 2.66 781 Deny 1118 Yes 3.05 782 Deny 874 No 3.69 783 Admit 1537 Yes 4.31 784 Admit 1326 Yes 3.69 785 Admit 1376 No 3.1 786 Deny 876 Yes 2.55 787 Deny 1142 No 2.41 788 Admit 1486 No 2.55 789 Admit 1284 Yes 3.48 790 Deny 885 No 2.26 791 Deny 962 No 3.09 792 Deny 1043 Yes 4.14 793 Deny 1154 Yes 3 794 Admit 1136 Yes 4.49 795 Admit 1227 Yes 4.32 796 Admit 1386 No 3.3 797 Deny 851 Yes 4.1 798 Deny 940 Yes 4.09 799 Deny 1019 No 3.87 800 Deny 1090 No 2.29 801 Admit 1222 No 4.44 802 Admit 1471 Yes 4.1 803 Admit 1345 Yes 4.18 804 Admit 1199 Yes 3.13 805 Admit 1540 Yes 2.28 806 Deny 1071 No 2.38 807 Deny 1102 No 2.86 808 Deny 896 Yes 3.04 809 Admit 1179 Yes 3.94 810 Admit 1531 Yes 2.27 811 Deny 1070 Yes 3.25 812 Admit 1538 Yes 2.76 813 Admit 1474 Yes 2.93 814 Admit 1312 Yes 2.79 815 Deny 1075 Yes 3.52 816 Admit 1200 No 3.19 817 Deny 1145 Yes 3.08 818 Deny 1013 Yes 4.09 819 Admit 1097 Yes 4.23 820 Admit 1433 No 4.3 821 Admit 1555 Yes 3.05 822 Admit 1405 Yes 2.85 823 Admit 1535 No 3.73 824 Admit 1564 Yes 3.25 825 Admit 1329 Yes 2.35 826 Admit 1262 No 2.62 827 Deny 863 No 3.51 828 Deny 997 No 4.5 829 Deny 898 No 2.45 830 Admit 1486 Yes 4.31 831 Deny 809 No 3.5 832 Admit 1384 No 3.85 833 Deny 961 Yes 2.26 834 Admit 1343 No 4.35 835 Deny 834 No 3.73 836 Admit 1313 No 2.93 837 Admit 1328 No 3.67 838 Deny 1127 No 2.21 839 Admit 1304 Yes 2.71 840 Admit 1504 No 4.13 841 Admit 1503 Yes 3.07 842 Admit 1313 Yes 4.03 843 Admit 1401 No 2.76 844 Deny 821 No 2.47 845 Deny 894 Yes 3.3 846 Deny 889 No 4.27 847 Admit 1359 Yes 3.17 848 Admit 1347 No 3.06 849 Admit 1302 No 2.8 850 Admit 1575 Yes 3.42 851 Deny 863 No 3.04 852 Deny 926 No 4.07 853 Deny 1247 Yes 2.45 854 Admit 1475 Yes 4.19 855 Admit 1357 No 3.5 856 Admit 1385 No 2.51 857 Deny 926 Yes 3.07 858 Admit 1504 No 2.71 859 Admit 1254 Yes 4.46 860 Deny 859 No 2.87 861 Deny 897 Yes 4.35 862 Admit 1349 No 3.48 863 Deny 874 No 2.55 864 Deny 1215 No 2.21 865 Admit 1463 No 3.79 866 Admit 1289 No 3.43 867 Admit 1184 No 3.46 868 Deny 996 No 3.94 869 Admit 1477 No 3.14 870 Deny 866 Yes 3.76 871 Deny 1246 No 2.47 872 Admit 1305 No 2.98 873 Deny 806 Yes 3.7 874 Admit 1419 No 2.27 875 Admit 1417 Yes 3.62 876 Deny 1025 Yes 2.6 877 Admit 1500 Yes 3.62 878 Admit 1519 No 3.31 879 Deny 839 Yes 4.5 880 Admit 1185 Yes 4.31 881 Admit 1228 No 3.27 882 Admit 1453 Yes 3.6 883 Admit 1369 Yes 2.28 884 Deny 937 Yes 2.7 885 Admit 1489 No 4.48 886 Admit 1396 No 3.55 887 Admit 1326 Yes 4.19 888 Admit 1266 Yes 3.23 889 Admit 1376 Yes 4.45 890 Admit 1202 Yes 4.38 891 Deny 1186 Yes 2.53 892 Deny 924 Yes 4.21 893 Admit 1485 Yes 3.53 894 Deny 950 Yes 3.68 895 Deny 1053 Yes 2.51 896 Admit 1156 No 3.71 897 Admit 1145 Yes 3.55 898 Deny 1204 Yes 2.4 899 Admit 1185 Yes 3.78 900 Deny 870 No 3.37 901 Deny 1048 No 2.99 902 Deny 888 Yes 2.55 903 Deny 1020 Yes 2.54 904 Admit 1596 No 4.41 905 Admit 1344 No 3.73 906 Deny 808 No 4.42 907 Admit 1180 No 3.41 908 Deny 1132 No 3.54 909 Deny 1273 Yes 2.39 910 Deny 911 No 3.07 911 Deny 1130 Yes 3.47 912 Admit 1231 Yes 3.65 913 Deny 1150 Yes 2.74 914 Deny 1148 Yes 2.53 915 Admit 1267 No 2.79 916 Admit 1337 Yes 4.14 917 Admit 1295 Yes 3 918 Deny 895 No 2.88 919 Deny 1085 Yes 3.43 920 Deny 1050 Yes 3.45 921 Admit 1365 No 4.2 922 Deny 902 Yes 3.22 923 Deny 825 Yes 3.4 924 Deny 1237 No 2.47 925 Admit 1578 Yes 4.35 926 Admit 1289 No 3.45 927 Admit 1130 Yes 4.13 928 Admit 1298 Yes 3.54 929 Deny 849 Yes 2.41 930 Deny 987 Yes 4.04 931 Admit 1374 No 2.64 932 Admit 1275 Yes 3.96 933 Deny 969 No 3.43 934 Admit 1216 No 3.39 935 Deny 1043 No 3.58 936 Admit 1190 No 3.25 937 Deny 1053 No 4.19 938 Deny 1235 No 2.37 939 Admit 1347 No 3.19 940 Deny 1072 No 3.26 941 Admit 1251 No 4 942 Admit 1395 Yes 3.36 943 Admit 1408 Yes 2.24 944 Admit 1533 Yes 2.74 945 Admit 1347 Yes 3.65 946 Admit 1174 Yes 4.51 947 Deny 1006 No 3.17 948 Deny 919 No 4.08 949 Admit 1509 Yes 3.4 950 Admit 1500 Yes 4.13 951 Admit 1457 Yes 3.96 952 Admit 1306 No 2.77 953 Deny 859 No 3.13 954 Admit 1571 No 2.36 955 Deny 891 No 2.24 956 Deny 1187 Yes 3.01 957 Admit 1548 No 3.24 958 Deny 816 Yes 2.66 959 Deny 868 Yes 2.94 960 Admit 1228 Yes 4.06 961 Admit 1497 No 3.21 962 Admit 1358 No 3.74 963 Deny 882 No 2.61 964 Admit 1451 Yes 2.4 965 Deny 831 No 2.55 966 Admit 1293 No 4.25 967 Admit 1333 Yes 2.3 968 Deny 1213 No 2.7 969 Admit 1512 No 4.49 970 Deny 876 No 2.45 971 Admit 1519 No 2.69 972 Deny 869 No 4.02 973 Admit 1558 Yes 2.75 974 Deny 1092 No 2.78 975 Deny 811 Yes 2.31 976 Deny 839 No 3.55 977 Admit 1377 Yes 3.48 978 Admit 1252 No 4.03 979 Admit 1182 Yes 4.13 980 Admit 1399 No 3.78 981 Deny 858 Yes 4.45 982 Deny 936 No 2.31 983 Admit 1221 Yes 4.36 984 Deny 926 No 2.27 985 Deny 1075 Yes 2.78 986 Admit 1404 Yes 3.3 987 Deny 1082 No 2.22 988 Deny 1045 Yes 3.86 989 Deny 848 Yes 2.65 990 Deny 956 No 2.22 991 Admit 1587 Yes 2.97 992 Deny 856 No 3.39 993 Deny 887 Yes 3.85 994 Admit 1459 No 3.27 995 Admit 1381 No 3.76 996 Deny 1165 Yes 3.23 997 Admit 1294 Yes 3.21 998 Admit 1562 No 3.09 999 Admit 1436 Yes 2.65 1000 Deny 1104 No 2.82 1001 Admit 1576 Yes 2.54 1002 Admit 1519 Yes 2.39 1003 Deny 1066 No 2.7 1004 Admit 1466 Yes 3.25 1005 Admit 1346 Yes 3.36 1006 Admit 1173 Yes 3.56 1007 Deny 836 No 4.47 1008 Admit 1431 Yes 3.86 1009 Deny 853 Yes 3.9 1010 Admit 1138 Yes 4.37 1011 Deny 945 Yes 3.97 1012 Deny 990 No 3 1013 Admit 1528 Yes 2.79 1014 Admit 1172 No 4.1 1015 Deny 1118 Yes 3.69 1016 Admit 1100 No 4.48 1017 Admit 1285 Yes 3.11 1018 Admit 1377 Yes 3.45 1019 Deny 842 No 2.92 1020 Deny 1205 No 2.92 1021 Admit 1158 No 3.91 1022 Admit 1380 No 4.36 1023 Admit 1364 No 2.92 1024 Deny 1216 No 2.32 1025 Deny 845 No 4 1026 Admit 1231 No 3.82 1027 Admit 1518 Yes 3.79 1028 Admit 1490 Yes 2.66 1029 Deny 862 Yes 3.83 1030 Deny 1082 No 2.53 1031 Admit 1274 No 4.5 1032 Deny 1013 No 2.86 1033 Admit 1347 Yes 3.85 1034 Admit 1354 Yes 2.79 1035 Admit 1522 Yes 2.75 1036 Admit 1506 Yes 2.66 1037 Admit 1248 No 2.74 1038 Deny 981 No 4.37 1039 Admit 1357 No 4.28 1040 Deny 1067 No 3.9 1041 Deny 1054 Yes 3.88 1042 Admit 1362 No 3.51 1043 Admit 1216 No 3.17 1044 Deny 823 No 2.43 1045 Admit 1165 Yes 4.41 1046 Deny 1174 Yes 2.36 1047 Admit 1454 Yes 3.78 1048 Admit 1340 Yes 4.21 1049 Deny 1230 No 2.56 1050 Admit 1302 Yes 3.19 1051 Deny 983 No 2.65 1052 Admit 1387 No 2.41 1053 Deny 856 No 2.93 1054 Admit 1556 Yes 3.23 1055 Admit 1459 Yes 3.24 1056 Admit 1238 No 4.19 1057 Deny 893 No 3.09 1058 Admit 1433 No 3.76 1059 Deny 879 No 2.52 1060 Deny 810 No 2.41 1061 Admit 1516 No 3.03 1062 Admit 1525 No 2.9 1063 Admit 1144 No 3.6 1064 Deny 1004 No 3.54 1065 Admit 1402 Yes 3.23 1066 Admit 1398 Yes 2.62 1067 Deny 972 Yes 3.38 1068 Admit 1360 Yes 3.8 1069 Deny 968 No 3.77 1070 Admit 1306 No 2.88 1071 Admit 1399 Yes 3.48 1072 Admit 1055 No 4.4 1073 Deny 913 No 4.3 1074 Deny 908 Yes 3.64 1075 Admit 1494 Yes 4.51 1076 Deny 944 Yes 3.7 1077 Deny 880 Yes 4.02 1078 Deny 905 No 3.71 1079 Admit 1294 Yes 2.31 1080 Deny 1055 Yes 2.3 1081 Deny 1126 No 2.68 1082 Admit 1395 Yes 3.51 1083 Admit 1286 Yes 3.1 1084 Admit 1411 Yes 4.31 1085 Admit 1367 Yes 3.79 1086 Admit 1551 No 3.31 1087 Admit 1466 Yes 3.51 1088 Deny 968 No 3.49 1089 Admit 1403 Yes 2.36 1090 Admit 1233 No 3.21 1091 Deny 845 No 4.39 1092 Admit 1238 Yes 2.83 1093 Admit 1510 Yes 4.27 1094 Admit 1576 No 2.28 1095 Deny 892 Yes 3.06 1096 Deny 1057 Yes 2.46 1097 Deny 1180 Yes 3.14 1098 Admit 1468 No 3.73 1099 Admit 1276 Yes 3.93 1100 Admit 1499 No 3.31 1101 Deny 858 No 3.69 1102 Deny 1130 No 2.49 1103 Admit 1537 No 3.07 1104 Admit 1399 Yes 4.03 1105 Deny 1047 Yes 3.4 1106 Admit 1139 Yes 3.98 1107 Admit 1406 No 3.58 1108 Deny 1101 Yes 2.34 1109 Admit 1239 No 3.35 1110 Admit 1370 No 3.44 1111 Deny 869 Yes 4.35 1112 Admit 1184 Yes 3.44 1113 Deny 840 Yes 3.43 1114 Admit 1481 No 3.67 1115 Deny 1271 No 2.31 1116 Admit 1202 Yes 3.38 1117 Admit 1570 Yes 2.65 1118 Admit 1275 No 3.5 1119 Deny 958 Yes 2.78 1120 Admit 1574 Yes 4.26 1121 Deny 1193 No 2.63 1122 Admit 1422 Yes 4.08 1123 Admit 1339 No 4.43 1124 Admit 1371 Yes 2.79 1125 Deny 934 Yes 4.17 1126 Deny 931 No 3.41 1127 Admit 1521 Yes 4.11 1128 Deny 1046 No 3.24 1129 Admit 1373 No 4.47 1130 Deny 1010 No 4.01 1131 Deny 848 No 2.42 1132 Deny 923 No 2.22 1133 Deny 1136 No 3.39 1134 Deny 854 No 3.19 1135 Admit 1537 No 3.5 1136 Admit 1599 Yes 4.06 1137 Admit 1307 Yes 3.5 1138 Deny 1043 No 3.28 1139 Admit 1580 Yes 2.96 1140 Admit 1566 Yes 4.08 1141 Admit 1494 Yes 4.41 1142 Admit 1367 No 3.7 1143 Admit 1565 No 3.89 1144 Deny 964 No 2.21 1145 Admit 1492 Yes 3.16 1146 Deny 1017 Yes 3.64 1147 Deny 1055 No 4.11 1148 Deny 811 Yes 3.41 1149 Deny 1015 No 3.95 1150 Admit 1232 Yes 3.8 1151 Deny 1069 Yes 3.93 1152 Admit 1312 No 3.87 1153 Admit 1574 No 4.42 1154 Deny 1178 No 3.06 1155 Deny 857 Yes 4.51 1156 Admit 1138 Yes 4.43 1157 Deny 958 Yes 4.22 1158 Admit 1100 No 4.42 1159 Admit 1203 No 3.88 1160 Admit 1587 No 4.16 1161 Admit 1558 Yes 4.34 1162 Admit 1474 Yes 4.27 1163 Deny 1084 Yes 2.61 1164 Deny 1136 Yes 3.61 1165 Deny 1086 No 2.8 1166 Admit 1495 Yes 3.88 1167 Admit 1112 Yes 4.44 1168 Admit 1501 No 3.8 1169 Deny 823 Yes 4.33 1170 Admit 1238 Yes 4.41 1171 Deny 1174 Yes 2.66 1172 Admit 1520 Yes 4 1173 Deny 1126 Yes 2.36 1174 Admit 1513 No 4.37 1175 Deny 1147 No 2.37 1176 Admit 1164 No 3.96 1177 Admit 1476 No 3.35 1178 Admit 1443 Yes 3.86 1179 Admit 1299 Yes 4.07 1180 Admit 1196 Yes 3.29 1181 Admit 1525 No 4.29 1182 Deny 927 No 3.06 1183 Admit 1293 Yes 2.3 1184 Deny 1182 No 2.45 1185 Admit 1499 No 3.18 1186 Admit 1329 Yes 3.33 1187 Admit 1241 Yes 4.06 1188 Deny 977 Yes 3.85 1189 Admit 1412 Yes 3.75 1190 Admit 1405 No 3.51 1191 Deny 884 No 2.3 1192 Admit 1594 Yes 2.64 1193 Deny 939 No 2.79 1194 Admit 1509 Yes 3.54 1195 Admit 1507 No 2.26 1196 Admit 1337 No 3.31 1197 Admit 1455 Yes 3.2 1198 Admit 1468 Yes 2.29 1199 Admit 1525 No 2.57 1200 Admit 1244 Yes 2.96 1201 Deny 1187 Yes 2.89 1202 Admit 1522 Yes 2.65 1203 Deny 1127 Yes 2.67 1204 Admit 1450 No 2.66 1205 Admit 1494 No 4.12 1206 Deny 1036 No 3.1 1207 Deny 932 Yes 3.94 1208 Deny 853 Yes 3.97 1209 Admit 1256 No 3.97 1210 Admit 1427 No 3.16 1211 Deny 813 No 3.38 1212 Deny 1024 No 3.97 1213 Admit 1570 No 3.84 1214 Admit 1312 Yes 3.75 1215 Deny 1083 No 4.01 1216 Deny 877 No 2.66 1217 Admit 1594 Yes 3.21 1218 Deny 1077 No 2.79 1219 Admit 1306 No 2.39 1220 Deny 1031 No 2.65 1221 Admit 1581 No 2.27 1222 Admit 1381 No 3.51 1223 Admit 1062 Yes 4.36 1224 Admit 1481 Yes 4.42 1225 Deny 822 Yes 3.08 1226 Deny 990 No 3.83 1227 Admit 1439 No 2.61 1228 Deny 873 Yes 3.96 1229 Deny 1236 No 2.51 1230 Admit 1410 No 4.28
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