Question
As you already know, the values of different cancer attributes are integers in the range 1 -10. Write Python program that will count how many
As you already know, the values of different cancer attributes are integers in the range 1 -10. Write Python program that will count how many of each of this values are in the cancer data file. create a dictionary in which the keys are cancer attribute values (that is numbers 1, 2, ..., 10) and the values are the frequencies (that is counts how many times the given value is in the file). One dictionary should do it for all samples in the file. The second dictionary should do the same but only for benign samples and the third dictionary should do this for malignant samples.
Make sure that you do not include values from the last column in the file since these are not attributes but diagnoses.
-----------------------------------------------------------------------------------------------------------------------------------------------
file - fullTrainData.txt
--------------------------------------------------------------------------------------------
1000025,5,1,1,1,2,1,3,1,1,2 1002945,5,4,4,5,7,10,3,2,1,2 1015425,3,1,1,1,2,2,3,1,1,2 1016277,6,8,8,1,3,4,3,7,1,2 1017023,4,1,1,3,2,1,3,1,1,2 1017122,8,10,10,8,7,10,9,7,1,4 1018099,1,1,1,1,2,10,3,1,1,2 1018561,2,1,2,1,2,1,3,1,1,2 1033078,2,1,1,1,2,1,1,1,5,2 1033078,4,2,1,1,2,1,2,1,1,2 1035283,1,1,1,1,1,1,3,1,1,2 1036172,2,1,1,1,2,1,2,1,1,2 1041801,5,3,3,3,2,3,4,4,1,4 1043999,1,1,1,1,2,3,3,1,1,2 1044572,8,7,5,10,7,9,5,5,4,4 1047630,7,4,6,4,6,1,4,3,1,4 1048672,4,1,1,1,2,1,2,1,1,2 1049815,4,1,1,1,2,1,3,1,1,2 1050670,10,7,7,6,4,10,4,1,2,4 1050718,6,1,1,1,2,1,3,1,1,2 1054590,7,3,2,10,5,10,5,4,4,4 1054593,10,5,5,3,6,7,7,10,1,4 1056784,3,1,1,1,2,1,2,1,1,2 1057013,8,4,5,1,2,?,7,3,1,4 1059552,1,1,1,1,2,1,3,1,1,2 1065726,5,2,3,4,2,7,3,6,1,4 1066373,3,2,1,1,1,1,2,1,1,2 1066979,5,1,1,1,2,1,2,1,1,2 1067444,2,1,1,1,2,1,2,1,1,2 1070935,1,1,3,1,2,1,1,1,1,2 1070935,3,1,1,1,1,1,2,1,1,2 1071760,2,1,1,1,2,1,3,1,1,2 1072179,10,7,7,3,8,5,7,4,3,4 1074610,2,1,1,2,2,1,3,1,1,2 1075123,3,1,2,1,2,1,2,1,1,2 1079304,2,1,1,1,2,1,2,1,1,2 1080185,10,10,10,8,6,1,8,9,1,4 1081791,6,2,1,1,1,1,7,1,1,2 1084584,5,4,4,9,2,10,5,6,1,4 1091262,2,5,3,3,6,7,7,5,1,4 1096800,6,6,6,9,6,?,7,8,1,2 1099510,10,4,3,1,3,3,6,5,2,4 1100524,6,10,10,2,8,10,7,3,3,4 1102573,5,6,5,6,10,1,3,1,1,4 1103608,10,10,10,4,8,1,8,10,1,4 1103722,1,1,1,1,2,1,2,1,2,2 1105257,3,7,7,4,4,9,4,8,1,4 1105524,1,1,1,1,2,1,2,1,1,2 1106095,4,1,1,3,2,1,3,1,1,2 1106829,7,8,7,2,4,8,3,8,2,4 1108370,9,5,8,1,2,3,2,1,5,4 1108449,5,3,3,4,2,4,3,4,1,4 1110102,10,3,6,2,3,5,4,10,2,4 1110503,5,5,5,8,10,8,7,3,7,4 1110524,10,5,5,6,8,8,7,1,1,4 1111249,10,6,6,3,4,5,3,6,1,4 1112209,8,10,10,1,3,6,3,9,1,4 1113038,8,2,4,1,5,1,5,4,4,4 1113483,5,2,3,1,6,10,5,1,1,4 1113906,9,5,5,2,2,2,5,1,1,4 1115282,5,3,5,5,3,3,4,10,1,4 1115293,1,1,1,1,2,2,2,1,1,2 1116116,9,10,10,1,10,8,3,3,1,4 1116132,6,3,4,1,5,2,3,9,1,4 1116192,1,1,1,1,2,1,2,1,1,2 1116998,10,4,2,1,3,2,4,3,10,4 1117152,4,1,1,1,2,1,3,1,1,2 1118039,5,3,4,1,8,10,4,9,1,4 1120559,8,3,8,3,4,9,8,9,8,4 1121732,1,1,1,1,2,1,3,2,1,2 1121919,5,1,3,1,2,1,2,1,1,2 1123061,6,10,2,8,10,2,7,8,10,4 1124651,1,3,3,2,2,1,7,2,1,2 1125035,9,4,5,10,6,10,4,8,1,4 1126417,10,6,4,1,3,4,3,2,3,4 1131294,1,1,2,1,2,2,4,2,1,2 1132347,1,1,4,1,2,1,2,1,1,2 1133041,5,3,1,2,2,1,2,1,1,2 1133136,3,1,1,1,2,3,3,1,1,2 1136142,2,1,1,1,3,1,2,1,1,2 1137156,2,2,2,1,1,1,7,1,1,2 1143978,4,1,1,2,2,1,2,1,1,2 1143978,5,2,1,1,2,1,3,1,1,2 1147044,3,1,1,1,2,2,7,1,1,2 1147699,3,5,7,8,8,9,7,10,7,4 1147748,5,10,6,1,10,4,4,10,10,4 1148278,3,3,6,4,5,8,4,4,1,4 1148873,3,6,6,6,5,10,6,8,3,4 1152331,4,1,1,1,2,1,3,1,1,2 1155546,2,1,1,2,3,1,2,1,1,2 1156272,1,1,1,1,2,1,3,1,1,2 1156948,3,1,1,2,2,1,1,1,1,2 1157734,4,1,1,1,2,1,3,1,1,2 1158247,1,1,1,1,2,1,2,1,1,2 1160476,2,1,1,1,2,1,3,1,1,2 1164066,1,1,1,1,2,1,3,1,1,2 1165297,2,1,1,2,2,1,1,1,1,2 1165790,5,1,1,1,2,1,3,1,1,2 1165926,9,6,9,2,10,6,2,9,10,4 1166630,7,5,6,10,5,10,7,9,4,4 1166654,10,3,5,1,10,5,3,10,2,4 1167439,2,3,4,4,2,5,2,5,1,4 1167471,4,1,2,1,2,1,3,1,1,2 1168359,8,2,3,1,6,3,7,1,1,4 1168736,10,10,10,10,10,1,8,8,8,4 1169049,7,3,4,4,3,3,3,2,7,4 1170419,10,10,10,8,2,10,4,1,1,4 1170420,1,6,8,10,8,10,5,7,1,4 1171710,1,1,1,1,2,1,2,3,1,2 1171710,6,5,4,4,3,9,7,8,3,4 1171795,1,3,1,2,2,2,5,3,2,2 1171845,8,6,4,3,5,9,3,1,1,4 1172152,10,3,3,10,2,10,7,3,3,4 1173216,10,10,10,3,10,8,8,1,1,4 1173235,3,3,2,1,2,3,3,1,1,2 1173347,1,1,1,1,2,5,1,1,1,2 1173347,8,3,3,1,2,2,3,2,1,2 1173509,4,5,5,10,4,10,7,5,8,4 1173514,1,1,1,1,4,3,1,1,1,2 1173681,3,2,1,1,2,2,3,1,1,2 1174057,1,1,2,2,2,1,3,1,1,2 1174057,4,2,1,1,2,2,3,1,1,2 1174131,10,10,10,2,10,10,5,3,3,4 1174428,5,3,5,1,8,10,5,3,1,4 1175937,5,4,6,7,9,7,8,10,1,4 1176406,1,1,1,1,2,1,2,1,1,2 1176881,7,5,3,7,4,10,7,5,5,4 1177027,3,1,1,1,2,1,3,1,1,2 1177399,8,3,5,4,5,10,1,6,2,4 1177512,1,1,1,1,10,1,1,1,1,2 1178580,5,1,3,1,2,1,2,1,1,2 1179818,2,1,1,1,2,1,3,1,1,2 1180194,5,10,8,10,8,10,3,6,3,4 1180523,3,1,1,1,2,1,2,2,1,2 1180831,3,1,1,1,3,1,2,1,1,2 1181356,5,1,1,1,2,2,3,3,1,2 1182404,4,1,1,1,2,1,2,1,1,2 1182410,3,1,1,1,2,1,1,1,1,2 1183240,4,1,2,1,2,1,2,1,1,2 1183246,1,1,1,1,1,?,2,1,1,2 1183516,3,1,1,1,2,1,1,1,1,2 1183911,2,1,1,1,2,1,1,1,1,2 1183983,9,5,5,4,4,5,4,3,3,4 1184184,1,1,1,1,2,5,1,1,1,2 1184241,2,1,1,1,2,1,2,1,1,2 1184840,1,1,3,1,2,?,2,1,1,2 1185609,3,4,5,2,6,8,4,1,1,4 1185610,1,1,1,1,3,2,2,1,1,2 1187457,3,1,1,3,8,1,5,8,1,2 1187805,8,8,7,4,10,10,7,8,7,4 1188472,1,1,1,1,1,1,3,1,1,2 1189266,7,2,4,1,6,10,5,4,3,4 1189286,10,10,8,6,4,5,8,10,1,4 1190394,4,1,1,1,2,3,1,1,1,2 1190485,1,1,1,1,2,1,1,1,1,2 1192325,5,5,5,6,3,10,3,1,1,4 1193091,1,2,2,1,2,1,2,1,1,2 1193210,2,1,1,1,2,1,3,1,1,2 1193683,1,1,2,1,3,?,1,1,1,2 1196295,9,9,10,3,6,10,7,10,6,4 1196915,10,7,7,4,5,10,5,7,2,4 1197080,4,1,1,1,2,1,3,2,1,2 1197270,3,1,1,1,2,1,3,1,1,2 1197440,1,1,1,2,1,3,1,1,7,2 1197510,5,1,1,1,2,?,3,1,1,2 1197979,4,1,1,1,2,2,3,2,1,2 1197993,5,6,7,8,8,10,3,10,3,4 1198128,10,8,10,10,6,1,3,1,10,4 1198641,3,1,1,1,2,1,3,1,1,2 1199219,1,1,1,2,1,1,1,1,1,2 1199731,3,1,1,1,2,1,1,1,1,2 1199983,1,1,1,1,2,1,3,1,1,2 1200772,1,1,1,1,2,1,2,1,1,2 1200847,6,10,10,10,8,10,10,10,7,4 1200892,8,6,5,4,3,10,6,1,1,4 1200952,5,8,7,7,10,10,5,7,1,4 1201834,2,1,1,1,2,1,3,1,1,2 1201936,5,10,10,3,8,1,5,10,3,4 1202125,4,1,1,1,2,1,3,1,1,2 1202812,5,3,3,3,6,10,3,1,1,4 1203096,1,1,1,1,1,1,3,1,1,2 1204242,1,1,1,1,2,1,1,1,1,2 1204898,6,1,1,1,2,1,3,1,1,2 1205138,5,8,8,8,5,10,7,8,1,4 1205579,8,7,6,4,4,10,5,1,1,4 1206089,2,1,1,1,1,1,3,1,1,2 1206695,1,5,8,6,5,8,7,10,1,4 1206841,10,5,6,10,6,10,7,7,10,4 1207986,5,8,4,10,5,8,9,10,1,4 1208301,1,2,3,1,2,1,3,1,1,2 1210963,10,10,10,8,6,8,7,10,1,4 1211202,7,5,10,10,10,10,4,10,3,4 1212232,5,1,1,1,2,1,2,1,1,2 1212251,1,1,1,1,2,1,3,1,1,2 1212422,3,1,1,1,2,1,3,1,1,2 1212422,4,1,1,1,2,1,3,1,1,2 1213375,8,4,4,5,4,7,7,8,2,2 1213383,5,1,1,4,2,1,3,1,1,2 1214092,1,1,1,1,2,1,1,1,1,2 1214556,3,1,1,1,2,1,2,1,1,2 1214966,9,7,7,5,5,10,7,8,3,4 1216694,10,8,8,4,10,10,8,1,1,4 1216947,1,1,1,1,2,1,3,1,1,2 1217051,5,1,1,1,2,1,3,1,1,2 1217264,1,1,1,1,2,1,3,1,1,2 1218105,5,10,10,9,6,10,7,10,5,4 1218741,10,10,9,3,7,5,3,5,1,4 1218860,1,1,1,1,1,1,3,1,1,2 1218860,1,1,1,1,1,1,3,1,1,2 1219406,5,1,1,1,1,1,3,1,1,2 1219525,8,10,10,10,5,10,8,10,6,4 1219859,8,10,8,8,4,8,7,7,1,4 1220330,1,1,1,1,2,1,3,1,1,2 1221863,10,10,10,10,7,10,7,10,4,4 1222047,10,10,10,10,3,10,10,6,1,4 1222936,8,7,8,7,5,5,5,10,2,4 1223282,1,1,1,1,2,1,2,1,1,2 1223426,1,1,1,1,2,1,3,1,1,2 1223793,6,10,7,7,6,4,8,10,2,4 1223967,6,1,3,1,2,1,3,1,1,2 1224329,1,1,1,2,2,1,3,1,1,2 1225799,10,6,4,3,10,10,9,10,1,4 1226012,4,1,1,3,1,5,2,1,1,4 1226612,7,5,6,3,3,8,7,4,1,4 1227210,10,5,5,6,3,10,7,9,2,4 1227244,1,1,1,1,2,1,2,1,1,2 1227481,10,5,7,4,4,10,8,9,1,4 1228152,8,9,9,5,3,5,7,7,1,4 1228311,1,1,1,1,1,1,3,1,1,2 1230175,10,10,10,3,10,10,9,10,1,4 1230688,7,4,7,4,3,7,7,6,1,4 1231387,6,8,7,5,6,8,8,9,2,4 1231706,8,4,6,3,3,1,4,3,1,2 1232225,10,4,5,5,5,10,4,1,1,4 1236043,3,3,2,1,3,1,3,6,1,2 1241232,3,1,4,1,2,?,3,1,1,2 1241559,10,8,8,2,8,10,4,8,10,4 1241679,9,8,8,5,6,2,4,10,4,4 1242364,8,10,10,8,6,9,3,10,10,4 1243256,10,4,3,2,3,10,5,3,2,4 1270479,5,1,3,3,2,2,2,3,1,2 1276091,3,1,1,3,1,1,3,1,1,2 1277018,2,1,1,1,2,1,3,1,1,2 128059,1,1,1,1,2,5,5,1,1,2 1285531,1,1,1,1,2,1,3,1,1,2 1287775,5,1,1,2,2,2,3,1,1,2 144888,8,10,10,8,5,10,7,8,1,4 145447,8,4,4,1,2,9,3,3,1,4 167528,4,1,1,1,2,1,3,6,1,2 169356,3,1,1,1,2,?,3,1,1,2 183913,1,2,2,1,2,1,1,1,1,2 191250,10,4,4,10,2,10,5,3,3,4 1017023,6,3,3,5,3,10,3,5,3,2 1100524,6,10,10,2,8,10,7,3,3,4 1116116,9,10,10,1,10,8,3,3,1,4 1168736,5,6,6,2,4,10,3,6,1,4 1182404,3,1,1,1,2,1,1,1,1,2 1182404,3,1,1,1,2,1,2,1,1,2 1198641,3,1,1,1,2,1,3,1,1,2 242970,5,7,7,1,5,8,3,4,1,2 255644,10,5,8,10,3,10,5,1,3,4 263538,5,10,10,6,10,10,10,6,5,4 274137,8,8,9,4,5,10,7,8,1,4 303213,10,4,4,10,6,10,5,5,1,4 314428,7,9,4,10,10,3,5,3,3,4 1182404,5,1,4,1,2,1,3,2,1,2 1198641,10,10,6,3,3,10,4,3,2,4 320675,3,3,5,2,3,10,7,1,1,4 324427,10,8,8,2,3,4,8,7,8,4 385103,1,1,1,1,2,1,3,1,1,2 390840,8,4,7,1,3,10,3,9,2,4 411453,5,1,1,1,2,1,3,1,1,2 320675,3,3,5,2,3,10,7,1,1,4 428903,7,2,4,1,3,4,3,3,1,4 431495,3,1,1,1,2,1,3,2,1,2 432809,3,1,3,1,2,?,2,1,1,2 434518,3,1,1,1,2,1,2,1,1,2 452264,1,1,1,1,2,1,2,1,1,2 456282,1,1,1,1,2,1,3,1,1,2 476903,10,5,7,3,3,7,3,3,8,4 486283,3,1,1,1,2,1,3,1,1,2 486662,2,1,1,2,2,1,3,1,1,2 488173,1,4,3,10,4,10,5,6,1,4 492268,10,4,6,1,2,10,5,3,1,4 508234,7,4,5,10,2,10,3,8,2,4 527363,8,10,10,10,8,10,10,7,3,4 529329,10,10,10,10,10,10,4,10,10,4 535331,3,1,1,1,3,1,2,1,1,2 543558,6,1,3,1,4,5,5,10,1,4 555977,5,6,6,8,6,10,4,10,4,4 560680,1,1,1,1,2,1,1,1,1,2 561477,1,1,1,1,2,1,3,1,1,2 563649,8,8,8,1,2,?,6,10,1,4 601265,10,4,4,6,2,10,2,3,1,4 606140,1,1,1,1,2,?,2,1,1,2 606722,5,5,7,8,6,10,7,4,1,4 616240,5,3,4,3,4,5,4,7,1,2 61634,5,4,3,1,2,?,2,3,1,2 625201,8,2,1,1,5,1,1,1,1,2 63375,9,1,2,6,4,10,7,7,2,4 635844,8,4,10,5,4,4,7,10,1,4 636130,1,1,1,1,2,1,3,1,1,2 640744,10,10,10,7,9,10,7,10,10,4 646904,1,1,1,1,2,1,3,1,1,2 653777,8,3,4,9,3,10,3,3,1,4 659642,10,8,4,4,4,10,3,10,4,4 666090,1,1,1,1,2,1,3,1,1,2 666942,1,1,1,1,2,1,3,1,1,2 667204,7,8,7,6,4,3,8,8,4,4 673637,3,1,1,1,2,5,5,1,1,2 684955,2,1,1,1,3,1,2,1,1,2 688033,1,1,1,1,2,1,1,1,1,2 691628,8,6,4,10,10,1,3,5,1,4 693702,1,1,1,1,2,1,1,1,1,2 704097,1,1,1,1,1,1,2,1,1,2 704168,4,6,5,6,7,?,4,9,1,2 706426,5,5,5,2,5,10,4,3,1,4 709287,6,8,7,8,6,8,8,9,1,4 718641,1,1,1,1,5,1,3,1,1,2 721482,4,4,4,4,6,5,7,3,1,2 730881,7,6,3,2,5,10,7,4,6,4 733639,3,1,1,1,2,?,3,1,1,2 733639,3,1,1,1,2,1,3,1,1,2 733823,5,4,6,10,2,10,4,1,1,4 740492,1,1,1,1,2,1,3,1,1,2 743348,3,2,2,1,2,1,2,3,1,2 752904,10,1,1,1,2,10,5,4,1,4 756136,1,1,1,1,2,1,2,1,1,2 760001,8,10,3,2,6,4,3,10,1,4 760239,10,4,6,4,5,10,7,1,1,4 76389,10,4,7,2,2,8,6,1,1,4 764974,5,1,1,1,2,1,3,1,2,2 770066,5,2,2,2,2,1,2,2,1,2 785208,5,4,6,6,4,10,4,3,1,4 785615,8,6,7,3,3,10,3,4,2,4 792744,1,1,1,1,2,1,1,1,1,2 797327,6,5,5,8,4,10,3,4,1,4 798429,1,1,1,1,2,1,3,1,1,2 704097,1,1,1,1,1,1,2,1,1,2 806423,8,5,5,5,2,10,4,3,1,4 809912,10,3,3,1,2,10,7,6,1,4 810104,1,1,1,1,2,1,3,1,1,2 814265,2,1,1,1,2,1,1,1,1,2 814911,1,1,1,1,2,1,1,1,1,2 822829,7,6,4,8,10,10,9,5,3,4 826923,1,1,1,1,2,1,1,1,1,2 830690,5,2,2,2,3,1,1,3,1,2 831268,1,1,1,1,1,1,1,3,1,2 832226,3,4,4,10,5,1,3,3,1,4
---------------------------------------------------------------------------------------------------------------------------------------------------
REMEMBER ITS FOR BEGINNERS BE AS BASIC AND SIMPLE AS POSSIBLE.
Step by Step Solution
There are 3 Steps involved in it
Step: 1
Get Instant Access to Expert-Tailored Solutions
See step-by-step solutions with expert insights and AI powered tools for academic success
Step: 2
Step: 3
Ace Your Homework with AI
Get the answers you need in no time with our AI-driven, step-by-step assistance
Get Started