diff --git a/data/breast-cancer-wisconsin.csv b/data/breast-cancer-wisconsin.csv
index b4e7ac3..ea69fa8 100755
--- a/data/breast-cancer-wisconsin.csv
+++ b/data/breast-cancer-wisconsin.csv
@@ -1,700 +1,700 @@
 "id","clump_thickness","size_uniformity","shape_uniformity","marginal_adhesion","epithelial_size","bare_nucleoli","bland_chromatin","normal_nucleoli","mitoses","class*"
-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
-832567,4,2,3,5,3,8,7,6,1,4
-836433,5,1,1,3,2,1,1,1,1,2
-837082,2,1,1,1,2,1,3,1,1,2
-846832,3,4,5,3,7,3,4,6,1,2
-850831,2,7,10,10,7,10,4,9,4,4
-855524,1,1,1,1,2,1,2,1,1,2
-857774,4,1,1,1,3,1,2,2,1,2
-859164,5,3,3,1,3,3,3,3,3,4
-859350,8,10,10,7,10,10,7,3,8,4
-866325,8,10,5,3,8,4,4,10,3,4
-873549,10,3,5,4,3,7,3,5,3,4
-877291,6,10,10,10,10,10,8,10,10,4
-877943,3,10,3,10,6,10,5,1,4,4
-888169,3,2,2,1,4,3,2,1,1,2
-888523,4,4,4,2,2,3,2,1,1,2
-896404,2,1,1,1,2,1,3,1,1,2
-897172,2,1,1,1,2,1,2,1,1,2
-95719,6,10,10,10,8,10,7,10,7,4
-160296,5,8,8,10,5,10,8,10,3,4
-342245,1,1,3,1,2,1,1,1,1,2
-428598,1,1,3,1,1,1,2,1,1,2
-492561,4,3,2,1,3,1,2,1,1,2
-493452,1,1,3,1,2,1,1,1,1,2
-493452,4,1,2,1,2,1,2,1,1,2
-521441,5,1,1,2,2,1,2,1,1,2
-560680,3,1,2,1,2,1,2,1,1,2
-636437,1,1,1,1,2,1,1,1,1,2
-640712,1,1,1,1,2,1,2,1,1,2
-654244,1,1,1,1,1,1,2,1,1,2
-657753,3,1,1,4,3,1,2,2,1,2
-685977,5,3,4,1,4,1,3,1,1,2
-805448,1,1,1,1,2,1,1,1,1,2
-846423,10,6,3,6,4,10,7,8,4,4
-1002504,3,2,2,2,2,1,3,2,1,2
-1022257,2,1,1,1,2,1,1,1,1,2
-1026122,2,1,1,1,2,1,1,1,1,2
-1071084,3,3,2,2,3,1,1,2,3,2
-1080233,7,6,6,3,2,10,7,1,1,4
-1114570,5,3,3,2,3,1,3,1,1,2
-1114570,2,1,1,1,2,1,2,2,1,2
-1116715,5,1,1,1,3,2,2,2,1,2
-1131411,1,1,1,2,2,1,2,1,1,2
-1151734,10,8,7,4,3,10,7,9,1,4
-1156017,3,1,1,1,2,1,2,1,1,2
-1158247,1,1,1,1,1,1,1,1,1,2
-1158405,1,2,3,1,2,1,2,1,1,2
-1168278,3,1,1,1,2,1,2,1,1,2
-1176187,3,1,1,1,2,1,3,1,1,2
-1196263,4,1,1,1,2,1,1,1,1,2
-1196475,3,2,1,1,2,1,2,2,1,2
-1206314,1,2,3,1,2,1,1,1,1,2
-1211265,3,10,8,7,6,9,9,3,8,4
-1213784,3,1,1,1,2,1,1,1,1,2
-1223003,5,3,3,1,2,1,2,1,1,2
-1223306,3,1,1,1,2,4,1,1,1,2
-1223543,1,2,1,3,2,1,1,2,1,2
-1229929,1,1,1,1,2,1,2,1,1,2
-1231853,4,2,2,1,2,1,2,1,1,2
-1234554,1,1,1,1,2,1,2,1,1,2
-1236837,2,3,2,2,2,2,3,1,1,2
-1237674,3,1,2,1,2,1,2,1,1,2
-1238021,1,1,1,1,2,1,2,1,1,2
-1238464,1,1,1,1,1,?,2,1,1,2
-1238633,10,10,10,6,8,4,8,5,1,4
-1238915,5,1,2,1,2,1,3,1,1,2
-1238948,8,5,6,2,3,10,6,6,1,4
-1239232,3,3,2,6,3,3,3,5,1,2
-1239347,8,7,8,5,10,10,7,2,1,4
-1239967,1,1,1,1,2,1,2,1,1,2
-1240337,5,2,2,2,2,2,3,2,2,2
-1253505,2,3,1,1,5,1,1,1,1,2
-1255384,3,2,2,3,2,3,3,1,1,2
-1257200,10,10,10,7,10,10,8,2,1,4
-1257648,4,3,3,1,2,1,3,3,1,2
-1257815,5,1,3,1,2,1,2,1,1,2
-1257938,3,1,1,1,2,1,1,1,1,2
-1258549,9,10,10,10,10,10,10,10,1,4
-1258556,5,3,6,1,2,1,1,1,1,2
-1266154,8,7,8,2,4,2,5,10,1,4
-1272039,1,1,1,1,2,1,2,1,1,2
-1276091,2,1,1,1,2,1,2,1,1,2
-1276091,1,3,1,1,2,1,2,2,1,2
-1276091,5,1,1,3,4,1,3,2,1,2
-1277629,5,1,1,1,2,1,2,2,1,2
-1293439,3,2,2,3,2,1,1,1,1,2
-1293439,6,9,7,5,5,8,4,2,1,2
-1294562,10,8,10,1,3,10,5,1,1,4
-1295186,10,10,10,1,6,1,2,8,1,4
-527337,4,1,1,1,2,1,1,1,1,2
-558538,4,1,3,3,2,1,1,1,1,2
-566509,5,1,1,1,2,1,1,1,1,2
-608157,10,4,3,10,4,10,10,1,1,4
-677910,5,2,2,4,2,4,1,1,1,2
-734111,1,1,1,3,2,3,1,1,1,2
-734111,1,1,1,1,2,2,1,1,1,2
-780555,5,1,1,6,3,1,2,1,1,2
-827627,2,1,1,1,2,1,1,1,1,2
-1049837,1,1,1,1,2,1,1,1,1,2
-1058849,5,1,1,1,2,1,1,1,1,2
-1182404,1,1,1,1,1,1,1,1,1,2
-1193544,5,7,9,8,6,10,8,10,1,4
-1201870,4,1,1,3,1,1,2,1,1,2
-1202253,5,1,1,1,2,1,1,1,1,2
-1227081,3,1,1,3,2,1,1,1,1,2
-1230994,4,5,5,8,6,10,10,7,1,4
-1238410,2,3,1,1,3,1,1,1,1,2
-1246562,10,2,2,1,2,6,1,1,2,4
-1257470,10,6,5,8,5,10,8,6,1,4
-1259008,8,8,9,6,6,3,10,10,1,4
-1266124,5,1,2,1,2,1,1,1,1,2
-1267898,5,1,3,1,2,1,1,1,1,2
-1268313,5,1,1,3,2,1,1,1,1,2
-1268804,3,1,1,1,2,5,1,1,1,2
-1276091,6,1,1,3,2,1,1,1,1,2
-1280258,4,1,1,1,2,1,1,2,1,2
-1293966,4,1,1,1,2,1,1,1,1,2
-1296572,10,9,8,7,6,4,7,10,3,4
-1298416,10,6,6,2,4,10,9,7,1,4
-1299596,6,6,6,5,4,10,7,6,2,4
-1105524,4,1,1,1,2,1,1,1,1,2
-1181685,1,1,2,1,2,1,2,1,1,2
-1211594,3,1,1,1,1,1,2,1,1,2
-1238777,6,1,1,3,2,1,1,1,1,2
-1257608,6,1,1,1,1,1,1,1,1,2
-1269574,4,1,1,1,2,1,1,1,1,2
-1277145,5,1,1,1,2,1,1,1,1,2
-1287282,3,1,1,1,2,1,1,1,1,2
-1296025,4,1,2,1,2,1,1,1,1,2
-1296263,4,1,1,1,2,1,1,1,1,2
-1296593,5,2,1,1,2,1,1,1,1,2
-1299161,4,8,7,10,4,10,7,5,1,4
-1301945,5,1,1,1,1,1,1,1,1,2
-1302428,5,3,2,4,2,1,1,1,1,2
-1318169,9,10,10,10,10,5,10,10,10,4
-474162,8,7,8,5,5,10,9,10,1,4
-787451,5,1,2,1,2,1,1,1,1,2
-1002025,1,1,1,3,1,3,1,1,1,2
-1070522,3,1,1,1,1,1,2,1,1,2
-1073960,10,10,10,10,6,10,8,1,5,4
-1076352,3,6,4,10,3,3,3,4,1,4
-1084139,6,3,2,1,3,4,4,1,1,4
-1115293,1,1,1,1,2,1,1,1,1,2
-1119189,5,8,9,4,3,10,7,1,1,4
-1133991,4,1,1,1,1,1,2,1,1,2
-1142706,5,10,10,10,6,10,6,5,2,4
-1155967,5,1,2,10,4,5,2,1,1,2
-1170945,3,1,1,1,1,1,2,1,1,2
-1181567,1,1,1,1,1,1,1,1,1,2
-1182404,4,2,1,1,2,1,1,1,1,2
-1204558,4,1,1,1,2,1,2,1,1,2
-1217952,4,1,1,1,2,1,2,1,1,2
-1224565,6,1,1,1,2,1,3,1,1,2
-1238186,4,1,1,1,2,1,2,1,1,2
-1253917,4,1,1,2,2,1,2,1,1,2
-1265899,4,1,1,1,2,1,3,1,1,2
-1268766,1,1,1,1,2,1,1,1,1,2
-1277268,3,3,1,1,2,1,1,1,1,2
-1286943,8,10,10,10,7,5,4,8,7,4
-1295508,1,1,1,1,2,4,1,1,1,2
-1297327,5,1,1,1,2,1,1,1,1,2
-1297522,2,1,1,1,2,1,1,1,1,2
-1298360,1,1,1,1,2,1,1,1,1,2
-1299924,5,1,1,1,2,1,2,1,1,2
-1299994,5,1,1,1,2,1,1,1,1,2
-1304595,3,1,1,1,1,1,2,1,1,2
-1306282,6,6,7,10,3,10,8,10,2,4
-1313325,4,10,4,7,3,10,9,10,1,4
-1320077,1,1,1,1,1,1,1,1,1,2
-1320077,1,1,1,1,1,1,2,1,1,2
-1320304,3,1,2,2,2,1,1,1,1,2
-1330439,4,7,8,3,4,10,9,1,1,4
-333093,1,1,1,1,3,1,1,1,1,2
-369565,4,1,1,1,3,1,1,1,1,2
-412300,10,4,5,4,3,5,7,3,1,4
-672113,7,5,6,10,4,10,5,3,1,4
-749653,3,1,1,1,2,1,2,1,1,2
-769612,3,1,1,2,2,1,1,1,1,2
-769612,4,1,1,1,2,1,1,1,1,2
-798429,4,1,1,1,2,1,3,1,1,2
-807657,6,1,3,2,2,1,1,1,1,2
-8233704,4,1,1,1,1,1,2,1,1,2
-837480,7,4,4,3,4,10,6,9,1,4
-867392,4,2,2,1,2,1,2,1,1,2
-869828,1,1,1,1,1,1,3,1,1,2
-1043068,3,1,1,1,2,1,2,1,1,2
-1056171,2,1,1,1,2,1,2,1,1,2
-1061990,1,1,3,2,2,1,3,1,1,2
-1113061,5,1,1,1,2,1,3,1,1,2
-1116192,5,1,2,1,2,1,3,1,1,2
-1135090,4,1,1,1,2,1,2,1,1,2
-1145420,6,1,1,1,2,1,2,1,1,2
-1158157,5,1,1,1,2,2,2,1,1,2
-1171578,3,1,1,1,2,1,1,1,1,2
-1174841,5,3,1,1,2,1,1,1,1,2
-1184586,4,1,1,1,2,1,2,1,1,2
-1186936,2,1,3,2,2,1,2,1,1,2
-1197527,5,1,1,1,2,1,2,1,1,2
-1222464,6,10,10,10,4,10,7,10,1,4
-1240603,2,1,1,1,1,1,1,1,1,2
-1240603,3,1,1,1,1,1,1,1,1,2
-1241035,7,8,3,7,4,5,7,8,2,4
-1287971,3,1,1,1,2,1,2,1,1,2
-1289391,1,1,1,1,2,1,3,1,1,2
-1299924,3,2,2,2,2,1,4,2,1,2
-1306339,4,4,2,1,2,5,2,1,2,2
-1313658,3,1,1,1,2,1,1,1,1,2
-1313982,4,3,1,1,2,1,4,8,1,2
-1321264,5,2,2,2,1,1,2,1,1,2
-1321321,5,1,1,3,2,1,1,1,1,2
-1321348,2,1,1,1,2,1,2,1,1,2
-1321931,5,1,1,1,2,1,2,1,1,2
-1321942,5,1,1,1,2,1,3,1,1,2
-1321942,5,1,1,1,2,1,3,1,1,2
-1328331,1,1,1,1,2,1,3,1,1,2
-1328755,3,1,1,1,2,1,2,1,1,2
-1331405,4,1,1,1,2,1,3,2,1,2
-1331412,5,7,10,10,5,10,10,10,1,4
-1333104,3,1,2,1,2,1,3,1,1,2
-1334071,4,1,1,1,2,3,2,1,1,2
-1343068,8,4,4,1,6,10,2,5,2,4
-1343374,10,10,8,10,6,5,10,3,1,4
-1344121,8,10,4,4,8,10,8,2,1,4
-142932,7,6,10,5,3,10,9,10,2,4
-183936,3,1,1,1,2,1,2,1,1,2
-324382,1,1,1,1,2,1,2,1,1,2
-378275,10,9,7,3,4,2,7,7,1,4
-385103,5,1,2,1,2,1,3,1,1,2
-690557,5,1,1,1,2,1,2,1,1,2
-695091,1,1,1,1,2,1,2,1,1,2
-695219,1,1,1,1,2,1,2,1,1,2
-824249,1,1,1,1,2,1,3,1,1,2
-871549,5,1,2,1,2,1,2,1,1,2
-878358,5,7,10,6,5,10,7,5,1,4
-1107684,6,10,5,5,4,10,6,10,1,4
-1115762,3,1,1,1,2,1,1,1,1,2
-1217717,5,1,1,6,3,1,1,1,1,2
-1239420,1,1,1,1,2,1,1,1,1,2
-1254538,8,10,10,10,6,10,10,10,1,4
-1261751,5,1,1,1,2,1,2,2,1,2
-1268275,9,8,8,9,6,3,4,1,1,4
-1272166,5,1,1,1,2,1,1,1,1,2
-1294261,4,10,8,5,4,1,10,1,1,4
-1295529,2,5,7,6,4,10,7,6,1,4
-1298484,10,3,4,5,3,10,4,1,1,4
-1311875,5,1,2,1,2,1,1,1,1,2
-1315506,4,8,6,3,4,10,7,1,1,4
-1320141,5,1,1,1,2,1,2,1,1,2
-1325309,4,1,2,1,2,1,2,1,1,2
-1333063,5,1,3,1,2,1,3,1,1,2
-1333495,3,1,1,1,2,1,2,1,1,2
-1334659,5,2,4,1,1,1,1,1,1,2
-1336798,3,1,1,1,2,1,2,1,1,2
-1344449,1,1,1,1,1,1,2,1,1,2
-1350568,4,1,1,1,2,1,2,1,1,2
-1352663,5,4,6,8,4,1,8,10,1,4
-188336,5,3,2,8,5,10,8,1,2,4
-352431,10,5,10,3,5,8,7,8,3,4
-353098,4,1,1,2,2,1,1,1,1,2
-411453,1,1,1,1,2,1,1,1,1,2
-557583,5,10,10,10,10,10,10,1,1,4
-636375,5,1,1,1,2,1,1,1,1,2
-736150,10,4,3,10,3,10,7,1,2,4
-803531,5,10,10,10,5,2,8,5,1,4
-822829,8,10,10,10,6,10,10,10,10,4
-1016634,2,3,1,1,2,1,2,1,1,2
-1031608,2,1,1,1,1,1,2,1,1,2
-1041043,4,1,3,1,2,1,2,1,1,2
-1042252,3,1,1,1,2,1,2,1,1,2
-1057067,1,1,1,1,1,?,1,1,1,2
-1061990,4,1,1,1,2,1,2,1,1,2
-1073836,5,1,1,1,2,1,2,1,1,2
-1083817,3,1,1,1,2,1,2,1,1,2
-1096352,6,3,3,3,3,2,6,1,1,2
-1140597,7,1,2,3,2,1,2,1,1,2
-1149548,1,1,1,1,2,1,1,1,1,2
-1174009,5,1,1,2,1,1,2,1,1,2
-1183596,3,1,3,1,3,4,1,1,1,2
-1190386,4,6,6,5,7,6,7,7,3,4
-1190546,2,1,1,1,2,5,1,1,1,2
-1213273,2,1,1,1,2,1,1,1,1,2
-1218982,4,1,1,1,2,1,1,1,1,2
-1225382,6,2,3,1,2,1,1,1,1,2
-1235807,5,1,1,1,2,1,2,1,1,2
-1238777,1,1,1,1,2,1,1,1,1,2
-1253955,8,7,4,4,5,3,5,10,1,4
-1257366,3,1,1,1,2,1,1,1,1,2
-1260659,3,1,4,1,2,1,1,1,1,2
-1268952,10,10,7,8,7,1,10,10,3,4
-1275807,4,2,4,3,2,2,2,1,1,2
-1277792,4,1,1,1,2,1,1,1,1,2
-1277792,5,1,1,3,2,1,1,1,1,2
-1285722,4,1,1,3,2,1,1,1,1,2
-1288608,3,1,1,1,2,1,2,1,1,2
-1290203,3,1,1,1,2,1,2,1,1,2
-1294413,1,1,1,1,2,1,1,1,1,2
-1299596,2,1,1,1,2,1,1,1,1,2
-1303489,3,1,1,1,2,1,2,1,1,2
-1311033,1,2,2,1,2,1,1,1,1,2
-1311108,1,1,1,3,2,1,1,1,1,2
-1315807,5,10,10,10,10,2,10,10,10,4
-1318671,3,1,1,1,2,1,2,1,1,2
-1319609,3,1,1,2,3,4,1,1,1,2
-1323477,1,2,1,3,2,1,2,1,1,2
-1324572,5,1,1,1,2,1,2,2,1,2
-1324681,4,1,1,1,2,1,2,1,1,2
-1325159,3,1,1,1,2,1,3,1,1,2
-1326892,3,1,1,1,2,1,2,1,1,2
-1330361,5,1,1,1,2,1,2,1,1,2
-1333877,5,4,5,1,8,1,3,6,1,2
-1334015,7,8,8,7,3,10,7,2,3,4
-1334667,1,1,1,1,2,1,1,1,1,2
-1339781,1,1,1,1,2,1,2,1,1,2
-1339781,4,1,1,1,2,1,3,1,1,2
-13454352,1,1,3,1,2,1,2,1,1,2
-1345452,1,1,3,1,2,1,2,1,1,2
-1345593,3,1,1,3,2,1,2,1,1,2
-1347749,1,1,1,1,2,1,1,1,1,2
-1347943,5,2,2,2,2,1,1,1,2,2
-1348851,3,1,1,1,2,1,3,1,1,2
-1350319,5,7,4,1,6,1,7,10,3,4
-1350423,5,10,10,8,5,5,7,10,1,4
-1352848,3,10,7,8,5,8,7,4,1,4
-1353092,3,2,1,2,2,1,3,1,1,2
-1354840,2,1,1,1,2,1,3,1,1,2
-1354840,5,3,2,1,3,1,1,1,1,2
-1355260,1,1,1,1,2,1,2,1,1,2
-1365075,4,1,4,1,2,1,1,1,1,2
-1365328,1,1,2,1,2,1,2,1,1,2
-1368267,5,1,1,1,2,1,1,1,1,2
-1368273,1,1,1,1,2,1,1,1,1,2
-1368882,2,1,1,1,2,1,1,1,1,2
-1369821,10,10,10,10,5,10,10,10,7,4
-1371026,5,10,10,10,4,10,5,6,3,4
-1371920,5,1,1,1,2,1,3,2,1,2
-466906,1,1,1,1,2,1,1,1,1,2
-466906,1,1,1,1,2,1,1,1,1,2
-534555,1,1,1,1,2,1,1,1,1,2
-536708,1,1,1,1,2,1,1,1,1,2
-566346,3,1,1,1,2,1,2,3,1,2
-603148,4,1,1,1,2,1,1,1,1,2
-654546,1,1,1,1,2,1,1,1,8,2
-654546,1,1,1,3,2,1,1,1,1,2
-695091,5,10,10,5,4,5,4,4,1,4
-714039,3,1,1,1,2,1,1,1,1,2
-763235,3,1,1,1,2,1,2,1,2,2
-776715,3,1,1,1,3,2,1,1,1,2
-841769,2,1,1,1,2,1,1,1,1,2
-888820,5,10,10,3,7,3,8,10,2,4
-897471,4,8,6,4,3,4,10,6,1,4
-897471,4,8,8,5,4,5,10,4,1,4
+1000025,5.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1002945,5.0,4.0,4.0,5.0,7.0,10.0,3.0,2.0,1.0,2.0
+1015425,3.0,1.0,1.0,1.0,2.0,2.0,3.0,1.0,1.0,2.0
+1016277,6.0,8.0,8.0,1.0,3.0,4.0,3.0,7.0,1.0,2.0
+1017023,4.0,1.0,1.0,3.0,2.0,1.0,3.0,1.0,1.0,2.0
+1017122,8.0,10.0,10.0,8.0,7.0,10.0,9.0,7.0,1.0,4.0
+1018099,1.0,1.0,1.0,1.0,2.0,10.0,3.0,1.0,1.0,2.0
+1018561,2.0,1.0,2.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1033078,2.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,5.0,2.0
+1033078,4.0,2.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1035283,1.0,1.0,1.0,1.0,1.0,1.0,3.0,1.0,1.0,2.0
+1036172,2.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1041801,5.0,3.0,3.0,3.0,2.0,3.0,4.0,4.0,1.0,4.0
+1043999,1.0,1.0,1.0,1.0,2.0,3.0,3.0,1.0,1.0,2.0
+1044572,8.0,7.0,5.0,10.0,7.0,9.0,5.0,5.0,4.0,4.0
+1047630,7.0,4.0,6.0,4.0,6.0,1.0,4.0,3.0,1.0,4.0
+1048672,4.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1049815,4.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1050670,10.0,7.0,7.0,6.0,4.0,10.0,4.0,1.0,2.0,4.0
+1050718,6.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1054590,7.0,3.0,2.0,10.0,5.0,10.0,5.0,4.0,4.0,4.0
+1054593,10.0,5.0,5.0,3.0,6.0,7.0,7.0,10.0,1.0,4.0
+1056784,3.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1057013,8.0,4.0,5.0,1.0,2.0,?,7.0,3.0,1.0,4.0
+1059552,1.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1065726,5.0,2.0,3.0,4.0,2.0,7.0,3.0,6.0,1.0,4.0
+1066373,3.0,2.0,1.0,1.0,1.0,1.0,2.0,1.0,1.0,2.0
+1066979,5.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1067444,2.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1070935,1.0,1.0,3.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1070935,3.0,1.0,1.0,1.0,1.0,1.0,2.0,1.0,1.0,2.0
+1071760,2.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1072179,10.0,7.0,7.0,3.0,8.0,5.0,7.0,4.0,3.0,4.0
+1074610,2.0,1.0,1.0,2.0,2.0,1.0,3.0,1.0,1.0,2.0
+1075123,3.0,1.0,2.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1079304,2.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1080185,10.0,10.0,10.0,8.0,6.0,1.0,8.0,9.0,1.0,4.0
+1081791,6.0,2.0,1.0,1.0,1.0,1.0,7.0,1.0,1.0,2.0
+1084584,5.0,4.0,4.0,9.0,2.0,10.0,5.0,6.0,1.0,4.0
+1091262,2.0,5.0,3.0,3.0,6.0,7.0,7.0,5.0,1.0,4.0
+1096800,6.0,6.0,6.0,9.0,6.0,?,7.0,8.0,1.0,2.0
+1099510,10.0,4.0,3.0,1.0,3.0,3.0,6.0,5.0,2.0,4.0
+1100524,6.0,10.0,10.0,2.0,8.0,10.0,7.0,3.0,3.0,4.0
+1102573,5.0,6.0,5.0,6.0,10.0,1.0,3.0,1.0,1.0,4.0
+1103608,10.0,10.0,10.0,4.0,8.0,1.0,8.0,10.0,1.0,4.0
+1103722,1.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,2.0,2.0
+1105257,3.0,7.0,7.0,4.0,4.0,9.0,4.0,8.0,1.0,4.0
+1105524,1.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1106095,4.0,1.0,1.0,3.0,2.0,1.0,3.0,1.0,1.0,2.0
+1106829,7.0,8.0,7.0,2.0,4.0,8.0,3.0,8.0,2.0,4.0
+1108370,9.0,5.0,8.0,1.0,2.0,3.0,2.0,1.0,5.0,4.0
+1108449,5.0,3.0,3.0,4.0,2.0,4.0,3.0,4.0,1.0,4.0
+1110102,10.0,3.0,6.0,2.0,3.0,5.0,4.0,10.0,2.0,4.0
+1110503,5.0,5.0,5.0,8.0,10.0,8.0,7.0,3.0,7.0,4.0
+1110524,10.0,5.0,5.0,6.0,8.0,8.0,7.0,1.0,1.0,4.0
+1111249,10.0,6.0,6.0,3.0,4.0,5.0,3.0,6.0,1.0,4.0
+1112209,8.0,10.0,10.0,1.0,3.0,6.0,3.0,9.0,1.0,4.0
+1113038,8.0,2.0,4.0,1.0,5.0,1.0,5.0,4.0,4.0,4.0
+1113483,5.0,2.0,3.0,1.0,6.0,10.0,5.0,1.0,1.0,4.0
+1113906,9.0,5.0,5.0,2.0,2.0,2.0,5.0,1.0,1.0,4.0
+1115282,5.0,3.0,5.0,5.0,3.0,3.0,4.0,10.0,1.0,4.0
+1115293,1.0,1.0,1.0,1.0,2.0,2.0,2.0,1.0,1.0,2.0
+1116116,9.0,10.0,10.0,1.0,10.0,8.0,3.0,3.0,1.0,4.0
+1116132,6.0,3.0,4.0,1.0,5.0,2.0,3.0,9.0,1.0,4.0
+1116192,1.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1116998,10.0,4.0,2.0,1.0,3.0,2.0,4.0,3.0,10.0,4.0
+1117152,4.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1118039,5.0,3.0,4.0,1.0,8.0,10.0,4.0,9.0,1.0,4.0
+1120559,8.0,3.0,8.0,3.0,4.0,9.0,8.0,9.0,8.0,4.0
+1121732,1.0,1.0,1.0,1.0,2.0,1.0,3.0,2.0,1.0,2.0
+1121919,5.0,1.0,3.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1123061,6.0,10.0,2.0,8.0,10.0,2.0,7.0,8.0,10.0,4.0
+1124651,1.0,3.0,3.0,2.0,2.0,1.0,7.0,2.0,1.0,2.0
+1125035,9.0,4.0,5.0,10.0,6.0,10.0,4.0,8.0,1.0,4.0
+1126417,10.0,6.0,4.0,1.0,3.0,4.0,3.0,2.0,3.0,4.0
+1131294,1.0,1.0,2.0,1.0,2.0,2.0,4.0,2.0,1.0,2.0
+1132347,1.0,1.0,4.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1133041,5.0,3.0,1.0,2.0,2.0,1.0,2.0,1.0,1.0,2.0
+1133136,3.0,1.0,1.0,1.0,2.0,3.0,3.0,1.0,1.0,2.0
+1136142,2.0,1.0,1.0,1.0,3.0,1.0,2.0,1.0,1.0,2.0
+1137156,2.0,2.0,2.0,1.0,1.0,1.0,7.0,1.0,1.0,2.0
+1143978,4.0,1.0,1.0,2.0,2.0,1.0,2.0,1.0,1.0,2.0
+1143978,5.0,2.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1147044,3.0,1.0,1.0,1.0,2.0,2.0,7.0,1.0,1.0,2.0
+1147699,3.0,5.0,7.0,8.0,8.0,9.0,7.0,10.0,7.0,4.0
+1147748,5.0,10.0,6.0,1.0,10.0,4.0,4.0,10.0,10.0,4.0
+1148278,3.0,3.0,6.0,4.0,5.0,8.0,4.0,4.0,1.0,4.0
+1148873,3.0,6.0,6.0,6.0,5.0,10.0,6.0,8.0,3.0,4.0
+1152331,4.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1155546,2.0,1.0,1.0,2.0,3.0,1.0,2.0,1.0,1.0,2.0
+1156272,1.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1156948,3.0,1.0,1.0,2.0,2.0,1.0,1.0,1.0,1.0,2.0
+1157734,4.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1158247,1.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1160476,2.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1164066,1.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1165297,2.0,1.0,1.0,2.0,2.0,1.0,1.0,1.0,1.0,2.0
+1165790,5.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1165926,9.0,6.0,9.0,2.0,10.0,6.0,2.0,9.0,10.0,4.0
+1166630,7.0,5.0,6.0,10.0,5.0,10.0,7.0,9.0,4.0,4.0
+1166654,10.0,3.0,5.0,1.0,10.0,5.0,3.0,10.0,2.0,4.0
+1167439,2.0,3.0,4.0,4.0,2.0,5.0,2.0,5.0,1.0,4.0
+1167471,4.0,1.0,2.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1168359,8.0,2.0,3.0,1.0,6.0,3.0,7.0,1.0,1.0,4.0
+1168736,10.0,10.0,10.0,10.0,10.0,1.0,8.0,8.0,8.0,4.0
+1169049,7.0,3.0,4.0,4.0,3.0,3.0,3.0,2.0,7.0,4.0
+1170419,10.0,10.0,10.0,8.0,2.0,10.0,4.0,1.0,1.0,4.0
+1170420,1.0,6.0,8.0,10.0,8.0,10.0,5.0,7.0,1.0,4.0
+1171710,1.0,1.0,1.0,1.0,2.0,1.0,2.0,3.0,1.0,2.0
+1171710,6.0,5.0,4.0,4.0,3.0,9.0,7.0,8.0,3.0,4.0
+1171795,1.0,3.0,1.0,2.0,2.0,2.0,5.0,3.0,2.0,2.0
+1171845,8.0,6.0,4.0,3.0,5.0,9.0,3.0,1.0,1.0,4.0
+1172152,10.0,3.0,3.0,10.0,2.0,10.0,7.0,3.0,3.0,4.0
+1173216,10.0,10.0,10.0,3.0,10.0,8.0,8.0,1.0,1.0,4.0
+1173235,3.0,3.0,2.0,1.0,2.0,3.0,3.0,1.0,1.0,2.0
+1173347,1.0,1.0,1.0,1.0,2.0,5.0,1.0,1.0,1.0,2.0
+1173347,8.0,3.0,3.0,1.0,2.0,2.0,3.0,2.0,1.0,2.0
+1173509,4.0,5.0,5.0,10.0,4.0,10.0,7.0,5.0,8.0,4.0
+1173514,1.0,1.0,1.0,1.0,4.0,3.0,1.0,1.0,1.0,2.0
+1173681,3.0,2.0,1.0,1.0,2.0,2.0,3.0,1.0,1.0,2.0
+1174057,1.0,1.0,2.0,2.0,2.0,1.0,3.0,1.0,1.0,2.0
+1174057,4.0,2.0,1.0,1.0,2.0,2.0,3.0,1.0,1.0,2.0
+1174131,10.0,10.0,10.0,2.0,10.0,10.0,5.0,3.0,3.0,4.0
+1174428,5.0,3.0,5.0,1.0,8.0,10.0,5.0,3.0,1.0,4.0
+1175937,5.0,4.0,6.0,7.0,9.0,7.0,8.0,10.0,1.0,4.0
+1176406,1.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1176881,7.0,5.0,3.0,7.0,4.0,10.0,7.0,5.0,5.0,4.0
+1177027,3.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1177399,8.0,3.0,5.0,4.0,5.0,10.0,1.0,6.0,2.0,4.0
+1177512,1.0,1.0,1.0,1.0,10.0,1.0,1.0,1.0,1.0,2.0
+1178580,5.0,1.0,3.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1179818,2.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1180194,5.0,10.0,8.0,10.0,8.0,10.0,3.0,6.0,3.0,4.0
+1180523,3.0,1.0,1.0,1.0,2.0,1.0,2.0,2.0,1.0,2.0
+1180831,3.0,1.0,1.0,1.0,3.0,1.0,2.0,1.0,1.0,2.0
+1181356,5.0,1.0,1.0,1.0,2.0,2.0,3.0,3.0,1.0,2.0
+1182404,4.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1182410,3.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1183240,4.0,1.0,2.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1183246,1.0,1.0,1.0,1.0,1.0,?,2.0,1.0,1.0,2.0
+1183516,3.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1183911,2.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1183983,9.0,5.0,5.0,4.0,4.0,5.0,4.0,3.0,3.0,4.0
+1184184,1.0,1.0,1.0,1.0,2.0,5.0,1.0,1.0,1.0,2.0
+1184241,2.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1184840,1.0,1.0,3.0,1.0,2.0,?,2.0,1.0,1.0,2.0
+1185609,3.0,4.0,5.0,2.0,6.0,8.0,4.0,1.0,1.0,4.0
+1185610,1.0,1.0,1.0,1.0,3.0,2.0,2.0,1.0,1.0,2.0
+1187457,3.0,1.0,1.0,3.0,8.0,1.0,5.0,8.0,1.0,2.0
+1187805,8.0,8.0,7.0,4.0,10.0,10.0,7.0,8.0,7.0,4.0
+1188472,1.0,1.0,1.0,1.0,1.0,1.0,3.0,1.0,1.0,2.0
+1189266,7.0,2.0,4.0,1.0,6.0,10.0,5.0,4.0,3.0,4.0
+1189286,10.0,10.0,8.0,6.0,4.0,5.0,8.0,10.0,1.0,4.0
+1190394,4.0,1.0,1.0,1.0,2.0,3.0,1.0,1.0,1.0,2.0
+1190485,1.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1192325,5.0,5.0,5.0,6.0,3.0,10.0,3.0,1.0,1.0,4.0
+1193091,1.0,2.0,2.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1193210,2.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1193683,1.0,1.0,2.0,1.0,3.0,?,1.0,1.0,1.0,2.0
+1196295,9.0,9.0,10.0,3.0,6.0,10.0,7.0,10.0,6.0,4.0
+1196915,10.0,7.0,7.0,4.0,5.0,10.0,5.0,7.0,2.0,4.0
+1197080,4.0,1.0,1.0,1.0,2.0,1.0,3.0,2.0,1.0,2.0
+1197270,3.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1197440,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,7.0,2.0
+1197510,5.0,1.0,1.0,1.0,2.0,?,3.0,1.0,1.0,2.0
+1197979,4.0,1.0,1.0,1.0,2.0,2.0,3.0,2.0,1.0,2.0
+1197993,5.0,6.0,7.0,8.0,8.0,10.0,3.0,10.0,3.0,4.0
+1198128,10.0,8.0,10.0,10.0,6.0,1.0,3.0,1.0,10.0,4.0
+1198641,3.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1199219,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,1.0,2.0
+1199731,3.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1199983,1.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1200772,1.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1200847,6.0,10.0,10.0,10.0,8.0,10.0,10.0,10.0,7.0,4.0
+1200892,8.0,6.0,5.0,4.0,3.0,10.0,6.0,1.0,1.0,4.0
+1200952,5.0,8.0,7.0,7.0,10.0,10.0,5.0,7.0,1.0,4.0
+1201834,2.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1201936,5.0,10.0,10.0,3.0,8.0,1.0,5.0,10.0,3.0,4.0
+1202125,4.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1202812,5.0,3.0,3.0,3.0,6.0,10.0,3.0,1.0,1.0,4.0
+1203096,1.0,1.0,1.0,1.0,1.0,1.0,3.0,1.0,1.0,2.0
+1204242,1.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1204898,6.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1205138,5.0,8.0,8.0,8.0,5.0,10.0,7.0,8.0,1.0,4.0
+1205579,8.0,7.0,6.0,4.0,4.0,10.0,5.0,1.0,1.0,4.0
+1206089,2.0,1.0,1.0,1.0,1.0,1.0,3.0,1.0,1.0,2.0
+1206695,1.0,5.0,8.0,6.0,5.0,8.0,7.0,10.0,1.0,4.0
+1206841,10.0,5.0,6.0,10.0,6.0,10.0,7.0,7.0,10.0,4.0
+1207986,5.0,8.0,4.0,10.0,5.0,8.0,9.0,10.0,1.0,4.0
+1208301,1.0,2.0,3.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1210963,10.0,10.0,10.0,8.0,6.0,8.0,7.0,10.0,1.0,4.0
+1211202,7.0,5.0,10.0,10.0,10.0,10.0,4.0,10.0,3.0,4.0
+1212232,5.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1212251,1.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1212422,3.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1212422,4.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1213375,8.0,4.0,4.0,5.0,4.0,7.0,7.0,8.0,2.0,2.0
+1213383,5.0,1.0,1.0,4.0,2.0,1.0,3.0,1.0,1.0,2.0
+1214092,1.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1214556,3.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1214966,9.0,7.0,7.0,5.0,5.0,10.0,7.0,8.0,3.0,4.0
+1216694,10.0,8.0,8.0,4.0,10.0,10.0,8.0,1.0,1.0,4.0
+1216947,1.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1217051,5.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1217264,1.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1218105,5.0,10.0,10.0,9.0,6.0,10.0,7.0,10.0,5.0,4.0
+1218741,10.0,10.0,9.0,3.0,7.0,5.0,3.0,5.0,1.0,4.0
+1218860,1.0,1.0,1.0,1.0,1.0,1.0,3.0,1.0,1.0,2.0
+1218860,1.0,1.0,1.0,1.0,1.0,1.0,3.0,1.0,1.0,2.0
+1219406,5.0,1.0,1.0,1.0,1.0,1.0,3.0,1.0,1.0,2.0
+1219525,8.0,10.0,10.0,10.0,5.0,10.0,8.0,10.0,6.0,4.0
+1219859,8.0,10.0,8.0,8.0,4.0,8.0,7.0,7.0,1.0,4.0
+1220330,1.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1221863,10.0,10.0,10.0,10.0,7.0,10.0,7.0,10.0,4.0,4.0
+1222047,10.0,10.0,10.0,10.0,3.0,10.0,10.0,6.0,1.0,4.0
+1222936,8.0,7.0,8.0,7.0,5.0,5.0,5.0,10.0,2.0,4.0
+1223282,1.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1223426,1.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1223793,6.0,10.0,7.0,7.0,6.0,4.0,8.0,10.0,2.0,4.0
+1223967,6.0,1.0,3.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1224329,1.0,1.0,1.0,2.0,2.0,1.0,3.0,1.0,1.0,2.0
+1225799,10.0,6.0,4.0,3.0,10.0,10.0,9.0,10.0,1.0,4.0
+1226012,4.0,1.0,1.0,3.0,1.0,5.0,2.0,1.0,1.0,4.0
+1226612,7.0,5.0,6.0,3.0,3.0,8.0,7.0,4.0,1.0,4.0
+1227210,10.0,5.0,5.0,6.0,3.0,10.0,7.0,9.0,2.0,4.0
+1227244,1.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1227481,10.0,5.0,7.0,4.0,4.0,10.0,8.0,9.0,1.0,4.0
+1228152,8.0,9.0,9.0,5.0,3.0,5.0,7.0,7.0,1.0,4.0
+1228311,1.0,1.0,1.0,1.0,1.0,1.0,3.0,1.0,1.0,2.0
+1230175,10.0,10.0,10.0,3.0,10.0,10.0,9.0,10.0,1.0,4.0
+1230688,7.0,4.0,7.0,4.0,3.0,7.0,7.0,6.0,1.0,4.0
+1231387,6.0,8.0,7.0,5.0,6.0,8.0,8.0,9.0,2.0,4.0
+1231706,8.0,4.0,6.0,3.0,3.0,1.0,4.0,3.0,1.0,2.0
+1232225,10.0,4.0,5.0,5.0,5.0,10.0,4.0,1.0,1.0,4.0
+1236043,3.0,3.0,2.0,1.0,3.0,1.0,3.0,6.0,1.0,2.0
+1241232,3.0,1.0,4.0,1.0,2.0,?,3.0,1.0,1.0,2.0
+1241559,10.0,8.0,8.0,2.0,8.0,10.0,4.0,8.0,10.0,4.0
+1241679,9.0,8.0,8.0,5.0,6.0,2.0,4.0,10.0,4.0,4.0
+1242364,8.0,10.0,10.0,8.0,6.0,9.0,3.0,10.0,10.0,4.0
+1243256,10.0,4.0,3.0,2.0,3.0,10.0,5.0,3.0,2.0,4.0
+1270479,5.0,1.0,3.0,3.0,2.0,2.0,2.0,3.0,1.0,2.0
+1276091,3.0,1.0,1.0,3.0,1.0,1.0,3.0,1.0,1.0,2.0
+1277018,2.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+128059,1.0,1.0,1.0,1.0,2.0,5.0,5.0,1.0,1.0,2.0
+1285531,1.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1287775,5.0,1.0,1.0,2.0,2.0,2.0,3.0,1.0,1.0,2.0
+144888,8.0,10.0,10.0,8.0,5.0,10.0,7.0,8.0,1.0,4.0
+145447,8.0,4.0,4.0,1.0,2.0,9.0,3.0,3.0,1.0,4.0
+167528,4.0,1.0,1.0,1.0,2.0,1.0,3.0,6.0,1.0,2.0
+169356,3.0,1.0,1.0,1.0,2.0,?,3.0,1.0,1.0,2.0
+183913,1.0,2.0,2.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+191250,10.0,4.0,4.0,10.0,2.0,10.0,5.0,3.0,3.0,4.0
+1017023,6.0,3.0,3.0,5.0,3.0,10.0,3.0,5.0,3.0,2.0
+1100524,6.0,10.0,10.0,2.0,8.0,10.0,7.0,3.0,3.0,4.0
+1116116,9.0,10.0,10.0,1.0,10.0,8.0,3.0,3.0,1.0,4.0
+1168736,5.0,6.0,6.0,2.0,4.0,10.0,3.0,6.0,1.0,4.0
+1182404,3.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1182404,3.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1198641,3.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+242970,5.0,7.0,7.0,1.0,5.0,8.0,3.0,4.0,1.0,2.0
+255644,10.0,5.0,8.0,10.0,3.0,10.0,5.0,1.0,3.0,4.0
+263538,5.0,10.0,10.0,6.0,10.0,10.0,10.0,6.0,5.0,4.0
+274137,8.0,8.0,9.0,4.0,5.0,10.0,7.0,8.0,1.0,4.0
+303213,10.0,4.0,4.0,10.0,6.0,10.0,5.0,5.0,1.0,4.0
+314428,7.0,9.0,4.0,10.0,10.0,3.0,5.0,3.0,3.0,4.0
+1182404,5.0,1.0,4.0,1.0,2.0,1.0,3.0,2.0,1.0,2.0
+1198641,10.0,10.0,6.0,3.0,3.0,10.0,4.0,3.0,2.0,4.0
+320675,3.0,3.0,5.0,2.0,3.0,10.0,7.0,1.0,1.0,4.0
+324427,10.0,8.0,8.0,2.0,3.0,4.0,8.0,7.0,8.0,4.0
+385103,1.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+390840,8.0,4.0,7.0,1.0,3.0,10.0,3.0,9.0,2.0,4.0
+411453,5.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+320675,3.0,3.0,5.0,2.0,3.0,10.0,7.0,1.0,1.0,4.0
+428903,7.0,2.0,4.0,1.0,3.0,4.0,3.0,3.0,1.0,4.0
+431495,3.0,1.0,1.0,1.0,2.0,1.0,3.0,2.0,1.0,2.0
+432809,3.0,1.0,3.0,1.0,2.0,?,2.0,1.0,1.0,2.0
+434518,3.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+452264,1.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+456282,1.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+476903,10.0,5.0,7.0,3.0,3.0,7.0,3.0,3.0,8.0,4.0
+486283,3.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+486662,2.0,1.0,1.0,2.0,2.0,1.0,3.0,1.0,1.0,2.0
+488173,1.0,4.0,3.0,10.0,4.0,10.0,5.0,6.0,1.0,4.0
+492268,10.0,4.0,6.0,1.0,2.0,10.0,5.0,3.0,1.0,4.0
+508234,7.0,4.0,5.0,10.0,2.0,10.0,3.0,8.0,2.0,4.0
+527363,8.0,10.0,10.0,10.0,8.0,10.0,10.0,7.0,3.0,4.0
+529329,10.0,10.0,10.0,10.0,10.0,10.0,4.0,10.0,10.0,4.0
+535331,3.0,1.0,1.0,1.0,3.0,1.0,2.0,1.0,1.0,2.0
+543558,6.0,1.0,3.0,1.0,4.0,5.0,5.0,10.0,1.0,4.0
+555977,5.0,6.0,6.0,8.0,6.0,10.0,4.0,10.0,4.0,4.0
+560680,1.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+561477,1.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+563649,8.0,8.0,8.0,1.0,2.0,?,6.0,10.0,1.0,4.0
+601265,10.0,4.0,4.0,6.0,2.0,10.0,2.0,3.0,1.0,4.0
+606140,1.0,1.0,1.0,1.0,2.0,?,2.0,1.0,1.0,2.0
+606722,5.0,5.0,7.0,8.0,6.0,10.0,7.0,4.0,1.0,4.0
+616240,5.0,3.0,4.0,3.0,4.0,5.0,4.0,7.0,1.0,2.0
+61634,5.0,4.0,3.0,1.0,2.0,?,2.0,3.0,1.0,2.0
+625201,8.0,2.0,1.0,1.0,5.0,1.0,1.0,1.0,1.0,2.0
+63375,9.0,1.0,2.0,6.0,4.0,10.0,7.0,7.0,2.0,4.0
+635844,8.0,4.0,10.0,5.0,4.0,4.0,7.0,10.0,1.0,4.0
+636130,1.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+640744,10.0,10.0,10.0,7.0,9.0,10.0,7.0,10.0,10.0,4.0
+646904,1.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+653777,8.0,3.0,4.0,9.0,3.0,10.0,3.0,3.0,1.0,4.0
+659642,10.0,8.0,4.0,4.0,4.0,10.0,3.0,10.0,4.0,4.0
+666090,1.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+666942,1.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+667204,7.0,8.0,7.0,6.0,4.0,3.0,8.0,8.0,4.0,4.0
+673637,3.0,1.0,1.0,1.0,2.0,5.0,5.0,1.0,1.0,2.0
+684955,2.0,1.0,1.0,1.0,3.0,1.0,2.0,1.0,1.0,2.0
+688033,1.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+691628,8.0,6.0,4.0,10.0,10.0,1.0,3.0,5.0,1.0,4.0
+693702,1.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+704097,1.0,1.0,1.0,1.0,1.0,1.0,2.0,1.0,1.0,2.0
+704168,4.0,6.0,5.0,6.0,7.0,?,4.0,9.0,1.0,2.0
+706426,5.0,5.0,5.0,2.0,5.0,10.0,4.0,3.0,1.0,4.0
+709287,6.0,8.0,7.0,8.0,6.0,8.0,8.0,9.0,1.0,4.0
+718641,1.0,1.0,1.0,1.0,5.0,1.0,3.0,1.0,1.0,2.0
+721482,4.0,4.0,4.0,4.0,6.0,5.0,7.0,3.0,1.0,2.0
+730881,7.0,6.0,3.0,2.0,5.0,10.0,7.0,4.0,6.0,4.0
+733639,3.0,1.0,1.0,1.0,2.0,?,3.0,1.0,1.0,2.0
+733639,3.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+733823,5.0,4.0,6.0,10.0,2.0,10.0,4.0,1.0,1.0,4.0
+740492,1.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+743348,3.0,2.0,2.0,1.0,2.0,1.0,2.0,3.0,1.0,2.0
+752904,10.0,1.0,1.0,1.0,2.0,10.0,5.0,4.0,1.0,4.0
+756136,1.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+760001,8.0,10.0,3.0,2.0,6.0,4.0,3.0,10.0,1.0,4.0
+760239,10.0,4.0,6.0,4.0,5.0,10.0,7.0,1.0,1.0,4.0
+76389,10.0,4.0,7.0,2.0,2.0,8.0,6.0,1.0,1.0,4.0
+764974,5.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,2.0,2.0
+770066,5.0,2.0,2.0,2.0,2.0,1.0,2.0,2.0,1.0,2.0
+785208,5.0,4.0,6.0,6.0,4.0,10.0,4.0,3.0,1.0,4.0
+785615,8.0,6.0,7.0,3.0,3.0,10.0,3.0,4.0,2.0,4.0
+792744,1.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+797327,6.0,5.0,5.0,8.0,4.0,10.0,3.0,4.0,1.0,4.0
+798429,1.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+704097,1.0,1.0,1.0,1.0,1.0,1.0,2.0,1.0,1.0,2.0
+806423,8.0,5.0,5.0,5.0,2.0,10.0,4.0,3.0,1.0,4.0
+809912,10.0,3.0,3.0,1.0,2.0,10.0,7.0,6.0,1.0,4.0
+810104,1.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+814265,2.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+814911,1.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+822829,7.0,6.0,4.0,8.0,10.0,10.0,9.0,5.0,3.0,4.0
+826923,1.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+830690,5.0,2.0,2.0,2.0,3.0,1.0,1.0,3.0,1.0,2.0
+831268,1.0,1.0,1.0,1.0,1.0,1.0,1.0,3.0,1.0,2.0
+832226,3.0,4.0,4.0,10.0,5.0,1.0,3.0,3.0,1.0,4.0
+832567,4.0,2.0,3.0,5.0,3.0,8.0,7.0,6.0,1.0,4.0
+836433,5.0,1.0,1.0,3.0,2.0,1.0,1.0,1.0,1.0,2.0
+837082,2.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+846832,3.0,4.0,5.0,3.0,7.0,3.0,4.0,6.0,1.0,2.0
+850831,2.0,7.0,10.0,10.0,7.0,10.0,4.0,9.0,4.0,4.0
+855524,1.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+857774,4.0,1.0,1.0,1.0,3.0,1.0,2.0,2.0,1.0,2.0
+859164,5.0,3.0,3.0,1.0,3.0,3.0,3.0,3.0,3.0,4.0
+859350,8.0,10.0,10.0,7.0,10.0,10.0,7.0,3.0,8.0,4.0
+866325,8.0,10.0,5.0,3.0,8.0,4.0,4.0,10.0,3.0,4.0
+873549,10.0,3.0,5.0,4.0,3.0,7.0,3.0,5.0,3.0,4.0
+877291,6.0,10.0,10.0,10.0,10.0,10.0,8.0,10.0,10.0,4.0
+877943,3.0,10.0,3.0,10.0,6.0,10.0,5.0,1.0,4.0,4.0
+888169,3.0,2.0,2.0,1.0,4.0,3.0,2.0,1.0,1.0,2.0
+888523,4.0,4.0,4.0,2.0,2.0,3.0,2.0,1.0,1.0,2.0
+896404,2.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+897172,2.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+95719,6.0,10.0,10.0,10.0,8.0,10.0,7.0,10.0,7.0,4.0
+160296,5.0,8.0,8.0,10.0,5.0,10.0,8.0,10.0,3.0,4.0
+342245,1.0,1.0,3.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+428598,1.0,1.0,3.0,1.0,1.0,1.0,2.0,1.0,1.0,2.0
+492561,4.0,3.0,2.0,1.0,3.0,1.0,2.0,1.0,1.0,2.0
+493452,1.0,1.0,3.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+493452,4.0,1.0,2.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+521441,5.0,1.0,1.0,2.0,2.0,1.0,2.0,1.0,1.0,2.0
+560680,3.0,1.0,2.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+636437,1.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+640712,1.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+654244,1.0,1.0,1.0,1.0,1.0,1.0,2.0,1.0,1.0,2.0
+657753,3.0,1.0,1.0,4.0,3.0,1.0,2.0,2.0,1.0,2.0
+685977,5.0,3.0,4.0,1.0,4.0,1.0,3.0,1.0,1.0,2.0
+805448,1.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+846423,10.0,6.0,3.0,6.0,4.0,10.0,7.0,8.0,4.0,4.0
+1002504,3.0,2.0,2.0,2.0,2.0,1.0,3.0,2.0,1.0,2.0
+1022257,2.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1026122,2.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1071084,3.0,3.0,2.0,2.0,3.0,1.0,1.0,2.0,3.0,2.0
+1080233,7.0,6.0,6.0,3.0,2.0,10.0,7.0,1.0,1.0,4.0
+1114570,5.0,3.0,3.0,2.0,3.0,1.0,3.0,1.0,1.0,2.0
+1114570,2.0,1.0,1.0,1.0,2.0,1.0,2.0,2.0,1.0,2.0
+1116715,5.0,1.0,1.0,1.0,3.0,2.0,2.0,2.0,1.0,2.0
+1131411,1.0,1.0,1.0,2.0,2.0,1.0,2.0,1.0,1.0,2.0
+1151734,10.0,8.0,7.0,4.0,3.0,10.0,7.0,9.0,1.0,4.0
+1156017,3.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1158247,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,2.0
+1158405,1.0,2.0,3.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1168278,3.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1176187,3.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1196263,4.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1196475,3.0,2.0,1.0,1.0,2.0,1.0,2.0,2.0,1.0,2.0
+1206314,1.0,2.0,3.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1211265,3.0,10.0,8.0,7.0,6.0,9.0,9.0,3.0,8.0,4.0
+1213784,3.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1223003,5.0,3.0,3.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1223306,3.0,1.0,1.0,1.0,2.0,4.0,1.0,1.0,1.0,2.0
+1223543,1.0,2.0,1.0,3.0,2.0,1.0,1.0,2.0,1.0,2.0
+1229929,1.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1231853,4.0,2.0,2.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1234554,1.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1236837,2.0,3.0,2.0,2.0,2.0,2.0,3.0,1.0,1.0,2.0
+1237674,3.0,1.0,2.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1238021,1.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1238464,1.0,1.0,1.0,1.0,1.0,?,2.0,1.0,1.0,2.0
+1238633,10.0,10.0,10.0,6.0,8.0,4.0,8.0,5.0,1.0,4.0
+1238915,5.0,1.0,2.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1238948,8.0,5.0,6.0,2.0,3.0,10.0,6.0,6.0,1.0,4.0
+1239232,3.0,3.0,2.0,6.0,3.0,3.0,3.0,5.0,1.0,2.0
+1239347,8.0,7.0,8.0,5.0,10.0,10.0,7.0,2.0,1.0,4.0
+1239967,1.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1240337,5.0,2.0,2.0,2.0,2.0,2.0,3.0,2.0,2.0,2.0
+1253505,2.0,3.0,1.0,1.0,5.0,1.0,1.0,1.0,1.0,2.0
+1255384,3.0,2.0,2.0,3.0,2.0,3.0,3.0,1.0,1.0,2.0
+1257200,10.0,10.0,10.0,7.0,10.0,10.0,8.0,2.0,1.0,4.0
+1257648,4.0,3.0,3.0,1.0,2.0,1.0,3.0,3.0,1.0,2.0
+1257815,5.0,1.0,3.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1257938,3.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1258549,9.0,10.0,10.0,10.0,10.0,10.0,10.0,10.0,1.0,4.0
+1258556,5.0,3.0,6.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1266154,8.0,7.0,8.0,2.0,4.0,2.0,5.0,10.0,1.0,4.0
+1272039,1.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1276091,2.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1276091,1.0,3.0,1.0,1.0,2.0,1.0,2.0,2.0,1.0,2.0
+1276091,5.0,1.0,1.0,3.0,4.0,1.0,3.0,2.0,1.0,2.0
+1277629,5.0,1.0,1.0,1.0,2.0,1.0,2.0,2.0,1.0,2.0
+1293439,3.0,2.0,2.0,3.0,2.0,1.0,1.0,1.0,1.0,2.0
+1293439,6.0,9.0,7.0,5.0,5.0,8.0,4.0,2.0,1.0,2.0
+1294562,10.0,8.0,10.0,1.0,3.0,10.0,5.0,1.0,1.0,4.0
+1295186,10.0,10.0,10.0,1.0,6.0,1.0,2.0,8.0,1.0,4.0
+527337,4.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+558538,4.0,1.0,3.0,3.0,2.0,1.0,1.0,1.0,1.0,2.0
+566509,5.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+608157,10.0,4.0,3.0,10.0,4.0,10.0,10.0,1.0,1.0,4.0
+677910,5.0,2.0,2.0,4.0,2.0,4.0,1.0,1.0,1.0,2.0
+734111,1.0,1.0,1.0,3.0,2.0,3.0,1.0,1.0,1.0,2.0
+734111,1.0,1.0,1.0,1.0,2.0,2.0,1.0,1.0,1.0,2.0
+780555,5.0,1.0,1.0,6.0,3.0,1.0,2.0,1.0,1.0,2.0
+827627,2.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1049837,1.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1058849,5.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1182404,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,2.0
+1193544,5.0,7.0,9.0,8.0,6.0,10.0,8.0,10.0,1.0,4.0
+1201870,4.0,1.0,1.0,3.0,1.0,1.0,2.0,1.0,1.0,2.0
+1202253,5.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1227081,3.0,1.0,1.0,3.0,2.0,1.0,1.0,1.0,1.0,2.0
+1230994,4.0,5.0,5.0,8.0,6.0,10.0,10.0,7.0,1.0,4.0
+1238410,2.0,3.0,1.0,1.0,3.0,1.0,1.0,1.0,1.0,2.0
+1246562,10.0,2.0,2.0,1.0,2.0,6.0,1.0,1.0,2.0,4.0
+1257470,10.0,6.0,5.0,8.0,5.0,10.0,8.0,6.0,1.0,4.0
+1259008,8.0,8.0,9.0,6.0,6.0,3.0,10.0,10.0,1.0,4.0
+1266124,5.0,1.0,2.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1267898,5.0,1.0,3.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1268313,5.0,1.0,1.0,3.0,2.0,1.0,1.0,1.0,1.0,2.0
+1268804,3.0,1.0,1.0,1.0,2.0,5.0,1.0,1.0,1.0,2.0
+1276091,6.0,1.0,1.0,3.0,2.0,1.0,1.0,1.0,1.0,2.0
+1280258,4.0,1.0,1.0,1.0,2.0,1.0,1.0,2.0,1.0,2.0
+1293966,4.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1296572,10.0,9.0,8.0,7.0,6.0,4.0,7.0,10.0,3.0,4.0
+1298416,10.0,6.0,6.0,2.0,4.0,10.0,9.0,7.0,1.0,4.0
+1299596,6.0,6.0,6.0,5.0,4.0,10.0,7.0,6.0,2.0,4.0
+1105524,4.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1181685,1.0,1.0,2.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1211594,3.0,1.0,1.0,1.0,1.0,1.0,2.0,1.0,1.0,2.0
+1238777,6.0,1.0,1.0,3.0,2.0,1.0,1.0,1.0,1.0,2.0
+1257608,6.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,2.0
+1269574,4.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1277145,5.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1287282,3.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1296025,4.0,1.0,2.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1296263,4.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1296593,5.0,2.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1299161,4.0,8.0,7.0,10.0,4.0,10.0,7.0,5.0,1.0,4.0
+1301945,5.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,2.0
+1302428,5.0,3.0,2.0,4.0,2.0,1.0,1.0,1.0,1.0,2.0
+1318169,9.0,10.0,10.0,10.0,10.0,5.0,10.0,10.0,10.0,4.0
+474162,8.0,7.0,8.0,5.0,5.0,10.0,9.0,10.0,1.0,4.0
+787451,5.0,1.0,2.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1002025,1.0,1.0,1.0,3.0,1.0,3.0,1.0,1.0,1.0,2.0
+1070522,3.0,1.0,1.0,1.0,1.0,1.0,2.0,1.0,1.0,2.0
+1073960,10.0,10.0,10.0,10.0,6.0,10.0,8.0,1.0,5.0,4.0
+1076352,3.0,6.0,4.0,10.0,3.0,3.0,3.0,4.0,1.0,4.0
+1084139,6.0,3.0,2.0,1.0,3.0,4.0,4.0,1.0,1.0,4.0
+1115293,1.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1119189,5.0,8.0,9.0,4.0,3.0,10.0,7.0,1.0,1.0,4.0
+1133991,4.0,1.0,1.0,1.0,1.0,1.0,2.0,1.0,1.0,2.0
+1142706,5.0,10.0,10.0,10.0,6.0,10.0,6.0,5.0,2.0,4.0
+1155967,5.0,1.0,2.0,10.0,4.0,5.0,2.0,1.0,1.0,2.0
+1170945,3.0,1.0,1.0,1.0,1.0,1.0,2.0,1.0,1.0,2.0
+1181567,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,2.0
+1182404,4.0,2.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1204558,4.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1217952,4.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1224565,6.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1238186,4.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1253917,4.0,1.0,1.0,2.0,2.0,1.0,2.0,1.0,1.0,2.0
+1265899,4.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1268766,1.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1277268,3.0,3.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1286943,8.0,10.0,10.0,10.0,7.0,5.0,4.0,8.0,7.0,4.0
+1295508,1.0,1.0,1.0,1.0,2.0,4.0,1.0,1.0,1.0,2.0
+1297327,5.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1297522,2.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1298360,1.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1299924,5.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1299994,5.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1304595,3.0,1.0,1.0,1.0,1.0,1.0,2.0,1.0,1.0,2.0
+1306282,6.0,6.0,7.0,10.0,3.0,10.0,8.0,10.0,2.0,4.0
+1313325,4.0,10.0,4.0,7.0,3.0,10.0,9.0,10.0,1.0,4.0
+1320077,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,2.0
+1320077,1.0,1.0,1.0,1.0,1.0,1.0,2.0,1.0,1.0,2.0
+1320304,3.0,1.0,2.0,2.0,2.0,1.0,1.0,1.0,1.0,2.0
+1330439,4.0,7.0,8.0,3.0,4.0,10.0,9.0,1.0,1.0,4.0
+333093,1.0,1.0,1.0,1.0,3.0,1.0,1.0,1.0,1.0,2.0
+369565,4.0,1.0,1.0,1.0,3.0,1.0,1.0,1.0,1.0,2.0
+412300,10.0,4.0,5.0,4.0,3.0,5.0,7.0,3.0,1.0,4.0
+672113,7.0,5.0,6.0,10.0,4.0,10.0,5.0,3.0,1.0,4.0
+749653,3.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+769612,3.0,1.0,1.0,2.0,2.0,1.0,1.0,1.0,1.0,2.0
+769612,4.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+798429,4.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+807657,6.0,1.0,3.0,2.0,2.0,1.0,1.0,1.0,1.0,2.0
+8233704,4.0,1.0,1.0,1.0,1.0,1.0,2.0,1.0,1.0,2.0
+837480,7.0,4.0,4.0,3.0,4.0,10.0,6.0,9.0,1.0,4.0
+867392,4.0,2.0,2.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+869828,1.0,1.0,1.0,1.0,1.0,1.0,3.0,1.0,1.0,2.0
+1043068,3.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1056171,2.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1061990,1.0,1.0,3.0,2.0,2.0,1.0,3.0,1.0,1.0,2.0
+1113061,5.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1116192,5.0,1.0,2.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1135090,4.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1145420,6.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1158157,5.0,1.0,1.0,1.0,2.0,2.0,2.0,1.0,1.0,2.0
+1171578,3.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1174841,5.0,3.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1184586,4.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1186936,2.0,1.0,3.0,2.0,2.0,1.0,2.0,1.0,1.0,2.0
+1197527,5.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1222464,6.0,10.0,10.0,10.0,4.0,10.0,7.0,10.0,1.0,4.0
+1240603,2.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,2.0
+1240603,3.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,2.0
+1241035,7.0,8.0,3.0,7.0,4.0,5.0,7.0,8.0,2.0,4.0
+1287971,3.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1289391,1.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1299924,3.0,2.0,2.0,2.0,2.0,1.0,4.0,2.0,1.0,2.0
+1306339,4.0,4.0,2.0,1.0,2.0,5.0,2.0,1.0,2.0,2.0
+1313658,3.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1313982,4.0,3.0,1.0,1.0,2.0,1.0,4.0,8.0,1.0,2.0
+1321264,5.0,2.0,2.0,2.0,1.0,1.0,2.0,1.0,1.0,2.0
+1321321,5.0,1.0,1.0,3.0,2.0,1.0,1.0,1.0,1.0,2.0
+1321348,2.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1321931,5.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1321942,5.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1321942,5.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1328331,1.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1328755,3.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1331405,4.0,1.0,1.0,1.0,2.0,1.0,3.0,2.0,1.0,2.0
+1331412,5.0,7.0,10.0,10.0,5.0,10.0,10.0,10.0,1.0,4.0
+1333104,3.0,1.0,2.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1334071,4.0,1.0,1.0,1.0,2.0,3.0,2.0,1.0,1.0,2.0
+1343068,8.0,4.0,4.0,1.0,6.0,10.0,2.0,5.0,2.0,4.0
+1343374,10.0,10.0,8.0,10.0,6.0,5.0,10.0,3.0,1.0,4.0
+1344121,8.0,10.0,4.0,4.0,8.0,10.0,8.0,2.0,1.0,4.0
+142932,7.0,6.0,10.0,5.0,3.0,10.0,9.0,10.0,2.0,4.0
+183936,3.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+324382,1.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+378275,10.0,9.0,7.0,3.0,4.0,2.0,7.0,7.0,1.0,4.0
+385103,5.0,1.0,2.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+690557,5.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+695091,1.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+695219,1.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+824249,1.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+871549,5.0,1.0,2.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+878358,5.0,7.0,10.0,6.0,5.0,10.0,7.0,5.0,1.0,4.0
+1107684,6.0,10.0,5.0,5.0,4.0,10.0,6.0,10.0,1.0,4.0
+1115762,3.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1217717,5.0,1.0,1.0,6.0,3.0,1.0,1.0,1.0,1.0,2.0
+1239420,1.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1254538,8.0,10.0,10.0,10.0,6.0,10.0,10.0,10.0,1.0,4.0
+1261751,5.0,1.0,1.0,1.0,2.0,1.0,2.0,2.0,1.0,2.0
+1268275,9.0,8.0,8.0,9.0,6.0,3.0,4.0,1.0,1.0,4.0
+1272166,5.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1294261,4.0,10.0,8.0,5.0,4.0,1.0,10.0,1.0,1.0,4.0
+1295529,2.0,5.0,7.0,6.0,4.0,10.0,7.0,6.0,1.0,4.0
+1298484,10.0,3.0,4.0,5.0,3.0,10.0,4.0,1.0,1.0,4.0
+1311875,5.0,1.0,2.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1315506,4.0,8.0,6.0,3.0,4.0,10.0,7.0,1.0,1.0,4.0
+1320141,5.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1325309,4.0,1.0,2.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1333063,5.0,1.0,3.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1333495,3.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1334659,5.0,2.0,4.0,1.0,1.0,1.0,1.0,1.0,1.0,2.0
+1336798,3.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1344449,1.0,1.0,1.0,1.0,1.0,1.0,2.0,1.0,1.0,2.0
+1350568,4.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1352663,5.0,4.0,6.0,8.0,4.0,1.0,8.0,10.0,1.0,4.0
+188336,5.0,3.0,2.0,8.0,5.0,10.0,8.0,1.0,2.0,4.0
+352431,10.0,5.0,10.0,3.0,5.0,8.0,7.0,8.0,3.0,4.0
+353098,4.0,1.0,1.0,2.0,2.0,1.0,1.0,1.0,1.0,2.0
+411453,1.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+557583,5.0,10.0,10.0,10.0,10.0,10.0,10.0,1.0,1.0,4.0
+636375,5.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+736150,10.0,4.0,3.0,10.0,3.0,10.0,7.0,1.0,2.0,4.0
+803531,5.0,10.0,10.0,10.0,5.0,2.0,8.0,5.0,1.0,4.0
+822829,8.0,10.0,10.0,10.0,6.0,10.0,10.0,10.0,10.0,4.0
+1016634,2.0,3.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1031608,2.0,1.0,1.0,1.0,1.0,1.0,2.0,1.0,1.0,2.0
+1041043,4.0,1.0,3.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1042252,3.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1057067,1.0,1.0,1.0,1.0,1.0,?,1.0,1.0,1.0,2.0
+1061990,4.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1073836,5.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1083817,3.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1096352,6.0,3.0,3.0,3.0,3.0,2.0,6.0,1.0,1.0,2.0
+1140597,7.0,1.0,2.0,3.0,2.0,1.0,2.0,1.0,1.0,2.0
+1149548,1.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1174009,5.0,1.0,1.0,2.0,1.0,1.0,2.0,1.0,1.0,2.0
+1183596,3.0,1.0,3.0,1.0,3.0,4.0,1.0,1.0,1.0,2.0
+1190386,4.0,6.0,6.0,5.0,7.0,6.0,7.0,7.0,3.0,4.0
+1190546,2.0,1.0,1.0,1.0,2.0,5.0,1.0,1.0,1.0,2.0
+1213273,2.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1218982,4.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1225382,6.0,2.0,3.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1235807,5.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1238777,1.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1253955,8.0,7.0,4.0,4.0,5.0,3.0,5.0,10.0,1.0,4.0
+1257366,3.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1260659,3.0,1.0,4.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1268952,10.0,10.0,7.0,8.0,7.0,1.0,10.0,10.0,3.0,4.0
+1275807,4.0,2.0,4.0,3.0,2.0,2.0,2.0,1.0,1.0,2.0
+1277792,4.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1277792,5.0,1.0,1.0,3.0,2.0,1.0,1.0,1.0,1.0,2.0
+1285722,4.0,1.0,1.0,3.0,2.0,1.0,1.0,1.0,1.0,2.0
+1288608,3.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1290203,3.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1294413,1.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1299596,2.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1303489,3.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1311033,1.0,2.0,2.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1311108,1.0,1.0,1.0,3.0,2.0,1.0,1.0,1.0,1.0,2.0
+1315807,5.0,10.0,10.0,10.0,10.0,2.0,10.0,10.0,10.0,4.0
+1318671,3.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1319609,3.0,1.0,1.0,2.0,3.0,4.0,1.0,1.0,1.0,2.0
+1323477,1.0,2.0,1.0,3.0,2.0,1.0,2.0,1.0,1.0,2.0
+1324572,5.0,1.0,1.0,1.0,2.0,1.0,2.0,2.0,1.0,2.0
+1324681,4.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1325159,3.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1326892,3.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1330361,5.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1333877,5.0,4.0,5.0,1.0,8.0,1.0,3.0,6.0,1.0,2.0
+1334015,7.0,8.0,8.0,7.0,3.0,10.0,7.0,2.0,3.0,4.0
+1334667,1.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1339781,1.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1339781,4.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+13454352,1.0,1.0,3.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1345452,1.0,1.0,3.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1345593,3.0,1.0,1.0,3.0,2.0,1.0,2.0,1.0,1.0,2.0
+1347749,1.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1347943,5.0,2.0,2.0,2.0,2.0,1.0,1.0,1.0,2.0,2.0
+1348851,3.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1350319,5.0,7.0,4.0,1.0,6.0,1.0,7.0,10.0,3.0,4.0
+1350423,5.0,10.0,10.0,8.0,5.0,5.0,7.0,10.0,1.0,4.0
+1352848,3.0,10.0,7.0,8.0,5.0,8.0,7.0,4.0,1.0,4.0
+1353092,3.0,2.0,1.0,2.0,2.0,1.0,3.0,1.0,1.0,2.0
+1354840,2.0,1.0,1.0,1.0,2.0,1.0,3.0,1.0,1.0,2.0
+1354840,5.0,3.0,2.0,1.0,3.0,1.0,1.0,1.0,1.0,2.0
+1355260,1.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1365075,4.0,1.0,4.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1365328,1.0,1.0,2.0,1.0,2.0,1.0,2.0,1.0,1.0,2.0
+1368267,5.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1368273,1.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1368882,2.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+1369821,10.0,10.0,10.0,10.0,5.0,10.0,10.0,10.0,7.0,4.0
+1371026,5.0,10.0,10.0,10.0,4.0,10.0,5.0,6.0,3.0,4.0
+1371920,5.0,1.0,1.0,1.0,2.0,1.0,3.0,2.0,1.0,2.0
+466906,1.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+466906,1.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+534555,1.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+536708,1.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+566346,3.0,1.0,1.0,1.0,2.0,1.0,2.0,3.0,1.0,2.0
+603148,4.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+654546,1.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,8.0,2.0
+654546,1.0,1.0,1.0,3.0,2.0,1.0,1.0,1.0,1.0,2.0
+695091,5.0,10.0,10.0,5.0,4.0,5.0,4.0,4.0,1.0,4.0
+714039,3.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+763235,3.0,1.0,1.0,1.0,2.0,1.0,2.0,1.0,2.0,2.0
+776715,3.0,1.0,1.0,1.0,3.0,2.0,1.0,1.0,1.0,2.0
+841769,2.0,1.0,1.0,1.0,2.0,1.0,1.0,1.0,1.0,2.0
+888820,5.0,10.0,10.0,3.0,7.0,3.0,8.0,10.0,2.0,4.0
+897471,4.0,8.0,6.0,4.0,3.0,4.0,10.0,6.0,1.0,4.0
+897471,4.0,8.0,8.0,5.0,4.0,5.0,10.0,4.0,1.0,4.0
diff --git a/js/tsne_vis (original).js b/js/tsne_vis (original).js
deleted file mode 100644
index f9d1f87..0000000
--- a/js/tsne_vis (original).js	
+++ /dev/null
@@ -1,2817 +0,0 @@
-// t-SNE.js object and other global variables
-
-var toggleValue = false; var k; var points = []; var all_fields; var pointsbeta = []; var KNNEnabled = true; 
-// These are the dimensions for the square shape of the main panel\
-var dimensions = document.getElementById('modtSNEcanvas').offsetWidth;
-
-// These are the dimensions for the overview panel
-var dim = document.getElementById('tSNEcanvas').offsetWidth;
-
-var format; var new_file; var opt; var step_counter; var final_dataset; var max_counter; var dists; var dists2d; var all_labels; var runner; var tsne; var count_canvas = 0; var x_position = []; var y_position = []; var x_position2 = []; var y_position2 = []; var cost_each; var beta_all = [];
-var points2d = []; var ArrayContainsDataFeatures = []; var ArrayContainsDataFeaturesCleared = [];
-var InitialStatePoints = [];
-
-function getfile(file){
-  new_file = file;   //uploaded file data
-}
-
-// Parse data
-var getData = function() {
-  // form controls
-    var value = document.getElementById("param-dataset").value;
-
-    format = document.getElementById("param-dataset").value.split("."); //get the actual format
-    if (format[value.split(".").length-1] == "csv") {
-      parseData("./data/"+value);
-    }else{
-      parseData(new_file, init);
-    }
-};
-
-function parseData(url) {
-    Papa.parse(url, { //for csv file!
-        download: true,
-        header: true,
-        dynamicTyping: true,
-        skipEmptyLines: true,
-        complete: function(results) {
-          results.data = results.data.filter(function (el) {
-          var counter = 0;
-          for(key in el) {
-              if(el.hasOwnProperty(key)) {
-                  var value = el[key];
-                  if (key === 'name'){
-                  }else{
-                    if(typeof(value) !== 'number' || value === undefined || key === "Version"){ //add more limitations if needed!
-                      delete el[key];
-                    }else{
-                      el[counter] = el[key];
-                      delete el[key];
-                      counter = counter + 1;
-                    }
-                  }
-              }
-          }
-          return el;
-        });
-        Papa.parse(url, { //for csv file!
-            download: true,
-            header: true,
-            dynamicTyping: true,
-            skipEmptyLines: true,
-            complete: function(data) {
-              doStuff(data.data);
-            }
-          });
-          function doStuff(results_all){
-          init(results.data, results_all, results.meta.fields);
-          }
-        }
-    });
-}
-
-function setContinue(){
-  d3v3.select("#SvgAnnotator").style("z-index", 2);
-}
-
-var ringNotes = [];
-var gAnnotationsAll = [];
-var AnnotationsAll = [];
-var draggable = [];
-
-function setReset(){
-  d3.selectAll("#SvgAnnotator > *").remove(); 
-  d3.selectAll("#OverviewtSNE > *").remove(); 
-  d3.selectAll("#correlation > *").remove(); 
-  d3.selectAll("#modtSNEcanvas_svg > *").remove(); 
-  d3.selectAll("#kNNBar > *").remove(); 
-  for (var i=0; i < InitialStatePoints.length; i++){
-    InitialStatePoints[i].selected = true;
-  }
-  redraw(InitialStatePoints);
-}
-
-function setLayerProj(){
-  d3.select("#modtSNEcanvas").style("z-index", 2);
-  d3.select("#modtSNEcanvas_svg").style("z-index", 1);
-}
-
-function setLayerComp(){
-  d3.select("#modtSNEcanvas_svg").style("z-index", 3);
-}
-
-function setLayerSche(){
-  d3.select("#modtSNEcanvas_svg").style("z-index", 3);
-  toggleValue = true;
-}
-
-
-
-
-function setAnnotator(){
-
-  var viewport2 = getViewport();
-  var vw2 = viewport2[0];
-  var vh2 = viewport2[1];
-  var textarea = document.getElementById("comment").value;
-
-  var annotations = [
-  {
-  "cx": 232,
-  "cy": 123,
-  "r": 103,
-  "text": textarea,
-  "textOffset": [
-    114,
-    88
-  ]
-  }
-  ];
-
-  var ringNote = d3v3.ringNote()
-  .draggable(true);
-
-  var svgAnnotator = d3v3.select("#SvgAnnotator")
-  .attr("width", vw2 * 0.5)
-  .attr("height", vh2 * 0.888)
-  .style("z-index", 3);
-
-
-  var gAnnotations = svgAnnotator.append("g")
-  .attr("class", "annotations")
-  .call(ringNote, annotations);
-
-  // Styling individual annotations based on bound data
-  gAnnotations.selectAll(".annotation circle")
-  .classed("shaded", function(d) { return d.shaded; });
-
-
-  ringNotes.push(ringNote);
-  gAnnotationsAll.push(gAnnotations);
-  AnnotationsAll.push(annotations);
-  draggable.push(true);
-}
-
-
-  // Hide or show the controls
-  d3.select("#controls")
-  .on("change", function() {
-    if(ringNotes[0]){
-      for (var i = 0; i < ringNotes.length; i++){
-        ringNotes[i].draggable(draggable[i] = !draggable[i]);
-        gAnnotationsAll[i]
-            .call(ringNotes[i], AnnotationsAll[i])
-            .selectAll(".annotation circle")
-            .classed("shaded", function(d) { return d.shaded; });
-      }
-    } else{
-      alert("Cannot hide the annotators' controls because, currently, there are no annotations into the visual representation.")
-    }
-  });
-
-    // Three.js render loop
-    function animate() {
-      requestAnimationFrame(animate);
-      renderer.render(scene, camera);
-    }
-
-    var MainCanvas;
-    var Child;
-    var renderer;
-    var fov = 21;
-    var near = 10;
-    var far = 7000;
-    var camera;
-    var scene;
-
-// function that executes after data is successfully loaded
-function init(data, results_all, fields) {
-
-    MainCanvas = document.getElementById('modtSNEcanvas');
-    Child = document.getElementById('modtSNEDiv');
-
-    // Add canvas
-    renderer = new THREE.WebGLRenderer({ canvas: MainCanvas});
-    renderer.setSize(dimensions, dimensions);
-    Child.append(renderer.domElement);
-    scene = new THREE.Scene();
-    scene.background = new THREE.Color(0xffffff);
-    
-    // Set up camera and scene
-    camera = new THREE.PerspectiveCamera(
-      fov,
-      dimensions / dimensions,
-      near,
-      far 
-    );
-    animate();
-    step_counter = 0;
-    max_counter = document.getElementById("param-maxiter-value").value;
-    opt = {};
-    var fields;
-    fields.push("beta");
-    fields.push("cost");
-    all_fields = fields;
-    opt.epsilon = document.getElementById("param-learningrate-value").value; // epsilon is learning rate (10 = default)
-    opt.perplexity = document.getElementById("param-perplexity-value").value; // roughly how many neighbors each point influences (30 = default)
-    tsne = new tsnejs.tSNE(opt);
-    final_dataset = data;
-    dataFeatures = results_all;
-    var object;
-    for (let k = 0; k < dataFeatures.length; k++){
-      ArrayContainsDataFeatures.push(Object.values(dataFeatures[k]).concat(k));
-      object = [];
-      Object.values(dataFeatures[k]).forEach(function(dataFeature){
-        if(typeof(dataFeature) == "number"){
-          object.push(dataFeature);
-        }
-      });
-      ArrayContainsDataFeaturesCleared.push(object);
-    }
-
-    $("#datasetDetails").html("Number of Dimensions: " + (ArrayContainsDataFeatures[0].length - 1) + ", Number of Samples: " + final_dataset.length);
-    dists = computeDistances(data, document.getElementById("param-distance").value, document.getElementById("param-transform").value);
-    tsne.initDataDist(dists);
-    all_labels = [];
-    for(var i = 0; i < data.length; i++) {
-      if (final_dataset[i]["name"] != "" || final_dataset[i]["name"] != "undefined"){
-        all_labels[i] = final_dataset[i]["name"];
-      }
-      else{
-        all_labels[i];
-      }
-    }
-    for(var i = 0; i < final_dataset.length; i++) {final_dataset[i].beta = tsne.beta[i]; beta_all[i] = tsne.beta[i];}
-    runner = setInterval(step, 0);
-}
-
-// initialize distance matrix
-function initDist(data) {
-    var dist = new Array(data.length);
-    for(var i = 0; i < data.length; i++) {
-      dist[i] = new Array(data.length);
-    }
-    for(var i = 0; i < data.length; i++) {
-      for(var j = 0; j < data.length; j++) {
-        dist[i][j] = 0;
-      }
-    }
-    return dist;
-}
-
-// calculate euclidean distance
-function euclideanDist(data) {
-    dist = initDist(data);
-    for(var i = 0; i < data.length; i++) {
-      for(var j = i + 1; j < data.length; j++) {
-        for(var d in data[0]) {
-          if(d != "name") {
-        dist[i][j] += Math.pow(data[i][d] - data[j][d], 2);
-          }
-        }
-        dist[i][j] = Math.sqrt(dist[i][j]);
-        dist[j][i] = dist[i][j];
-      }
-    }
-    return dist;
-}
-
-// calculate jaccard dist
-function jaccardDist(data) {
-    dist = initDist(data);
-    for(var i = 0; i < data.length; i++) {
-  for(var j = i + 1; j < data.length; j++) {
-            for(var d in data[0]) {
-    if(d != "name") {
-        x = data[i][d];
-        y = data[j][d];
-        if(x == y) {
-      dist[i][j] += 1;
-        }
-    }
-            }
-            dist[j][i] = dist[i][j];
-  }
-    }
-    return dist;
-}
-
-// normalize distances to prevent numerical issues
-function normDist(data, dist) {
-    var max_dist = 0;
-    for(var i = 0; i < data.length; i++) {
-  for(var j = i + 1; j < data.length; j++) {
-            if(dist[i][j] > max_dist) max_dist = dist[i][j];
-  }
-    }
-    for(var i = 0; i < data.length; i++) {
-  for(var j = 0; j < data.length; j++) {
-            dist[i][j] /= max_dist;
-  }
-    }
-    return dist;
-}
-
-function noTrans(data) {
-    return data;
-}
-
-// Log transform
-function logTrans(data) {
-    for(var i = 0; i < data.length; i++) {
-        for(var d in data[0]) {
-      if(d != "name") {
-    X = data[i][d];
-    data[i][d] = Math.log10(X + 1);
-      }
-  }
-    }
-    return data;
-}
-
-// asinh transform
-function asinhTrans(data) {
-    for(var i = 0; i < data.length; i++) {
-        for(var d in data[0]) {
-       if(d != "name") {
-    X = data[i][d];
-    data[i][d] = Math.log(X + Math.sqrt(X * X + 1));
-      }
-  }
-    }
-    return data;
-}
-// binarize
-function binTrans(data) {
-    for(var i = 0; i < data.length; i++) {
-        for(var d in data[0]) {
-      if(d != "name") {
-    X = data[i][d];
-    if(X > 0) data[i][d] = 1;
-    if(X < 0) data[i][d] = 0;
-      }
-  }
-    }
-    return data;
-}
-
-function computeDistances(data, distFunc, transFunc) {
-    dist = eval(distFunc)(eval(transFunc)(data));
-    dist = normDist(data, dist);
-    return dist;
-}
-
-// function that updates embedding
-function updateEmbedding() {
-    var Y = tsne.getSolution(); // here we get the solution from the actual t-sne 
-    var xExt = d3.extent(Y, d => d[0]);
-    var yExt = d3.extent(Y, d => d[1]);
-    var maxExt = [Math.min(xExt[0], yExt[0]), Math.max(xExt[1], yExt[1])];
-
-    var x = d3.scaleLinear()
-            .domain(maxExt)
-            .range([10, +dimensions-10]);
-
-    var y = d3.scaleLinear()
-            .domain(maxExt)
-            .range([10, +dimensions-10]);
-
-    for(var i = 0; i < final_dataset.length; i++) {
-      x_position[i] = x(Y[i][0]);
-      y_position[i] = y(Y[i][1]);
-          points[i] = {id: i, x: x_position[i], y: y_position[i], beta: final_dataset[i].beta, cost: final_dataset[i].cost, selected: true, DimON: null, starplot: false};
-          points2d[i] = {id: i, x: x_position[i], y: y_position[i], selected: true};
-          points[i] = extend(points[i], ArrayContainsDataFeaturesCleared[i]);
-          points[i] = extend(points[i], dataFeatures[i]);
-      }
-    InitialStatePoints = points;
-    function extend(obj, src) {
-    for (var key in src) {
-        if (src.hasOwnProperty(key)) obj[key] = src[key];
-    }
-      return obj;
-    }
-      if (step_counter == max_counter){
-        ShepardHeatMap();
-        OverviewtSNE(points);
-        BetatSNE(points);
-      }
-}
-
-function ShepardHeatMap () {
-  var margin = { top: 35, right: 15, bottom: 15, left: 35 },
-  dim2 = Math.min(parseInt(d3.select("#sheparheat").style("width")), parseInt(d3.select("#sheparheat").style("height")))
-  width = dim2- margin.left - margin.right,
-  height = dim2 - margin.top - margin.bottom,
-  buckets = 10,
-  gridSize = width / buckets,
-  dim_1 = ["0.0", "0.2", "0.4", "0.6", "0.8", "1.0"],
-  dim_2 = ["0.0", "0.4", "0.6", "1.0"]
-
-  // Create the svg canvas
-      var svg = d3.select("#sheparheat")
-          .attr("width", width + margin.left + margin.right)
-          .attr("height", height + margin.top + margin.bottom)
-          .append("g")
-          .attr("transform", "translate(" + margin.left + "," + margin.top + ")");
-dists2d = computeDistances(points2d, document.getElementById("param-distance").value, document.getElementById("param-transform").value);
-
-var dist_list2d = [];
-var dist_list = [];
-  for (var j=0; j<dists2d.length; j++){
-    dists2d[j] = dists2d[j].slice(0,j);
-    dists[j] = dists[j].slice(0,j);
-  }
-
-for (var i=0; i<dists2d.length; i++){
-  for (var j=0; j<dists2d.length; j++){
-    let singleObj = {};
-    singleObj = dists2d[i][j];
-    dist_list2d.push(singleObj);
-    let singleObj2 = {};
-    singleObj2 = dists[i][j];
-    dist_list.push(singleObj2);
-  }
-}
-dist_list2d = dist_list2d.sort();
-dist_list = dist_list.sort();
-dist_list2d = dist_list2d.filter(function(val){ return val!==undefined; });
-dist_list = dist_list.filter(function(val){ return val!==undefined; });
-d3.tsv("./modules/heat.tsv").then(function(data) {
-
-  data.forEach(function(d) {
-      d.dim1 = +d.dim1;
-      d.dim2 = +d.dim2;
-      d.value = 0;
-  });
-
-  var counter = 0;
-  var counnum = [];
-  var temp_loop = 0;
-  for (var l=0; l<100; l++) {counnum[l] = 0};
-  var dist_list_all = [];
-  dist_list_all =[dist_list, dist_list2d];
-  for (var l=0; l<100; l++){
-    for (k=0; k<dist_list_all[0].length;k++){
-      if (l==0){
-        if (dist_list_all[0][k] <= data[l].dim1/10 && dist_list_all[1][k] <= data[l].dim2/10){
-          counnum[l] = counnum[l] + 1;
-        }
-      }else if (l <= 10){
-        if (dist_list_all[0][k] < data[l].dim1/10 && dist_list_all[1][k] < data[l].dim2/10 && dist_list_all[1][k] > data[l-1].dim2/10){
-          counnum[l] = counnum[l] + 1;
-        }
-      }else if (l % 10 == 1){
-        temp_loop = data[l].dim1-1;
-        if (dist_list_all[0][k] < data[l].dim1/10 && dist_list_all[1][k] < data[l].dim2/10 && dist_list_all[0][k] > temp_loop/10){
-          counnum[l] = counnum[l] + 1;
-        }
-      }else{
-        if (dist_list_all[0][k] <= data[l].dim1/10 && dist_list_all[1][k] <= data[l].dim2/10 && dist_list_all[1][k] >= data[l-1].dim2/10 && dist_list_all[0][k] > temp_loop/10){
-          counnum[l] = counnum[l] + 1;
-        }
-      }
-    }
-    counter = counter + counnum[l];
-  }
-  for (var m=0; m<data.length; m++)
-  {
-    data[m].value = counnum[m];
-  }
-
-  var maxNum = Math.round(d3.max(data,function(d){ return d.value; }));
-  var minNum = Math.round(d3.min(data,function(d){ return d.value; }));
-  var colors = ["#f7fbff","#deebf7","#c6dbef","#9ecae1","#6baed6","#4292c6","#2171b5","#08519c","#08306b"];
-  let calcStep = (maxNum-minNum)/colors.length;
-  var colorScale = d3.scaleLinear()
-      .domain(d3.range(0, maxNum+calcStep,calcStep))
-      .range(colors);
-  var tip = d3.tip()
-              .attr('class', 'd3-tip')
-              .style("visibility","visible")
-              .offset([-20, 0])
-              .html(function(d) {
-                return "Value:  <span style='color:red'>" + Math.round(d.value);
-              });
-
-  tip(svg.append("g"));
-
-  var dim1Labels = svg.selectAll(".dim1Label")
-      .data(dim_1)
-      .enter().append("text")
-        .text(function (d) { return d; })
-        .attr("x", 0)
-        .attr("y", function (d, i) { return i * gridSize * 2; })
-        .style("text-anchor", "end")
-        .style("font-size", "10px")
-        .attr("transform", "translate(-6," + gridSize / 4 + ")")
-        .attr("class","mono");
-
-  var title = svg.append("text")
-                  .attr("class", "mono")
-                  .attr("x", -(gridSize * 7))
-                  .attr("y", -26)
-                  .style("font-size", "12px")
-                  .attr("transform", "rotate(-90)")
-                  .attr("class","mono")
-                  .text("Input Distance");
-
-
-  var title = svg.append("text")
-                  .attr("class", "mono")
-                  .attr("x", gridSize * 3 )
-                  .attr("y", -26)
-                  .style("font-size", "12px")
-                  .text("Output Distance");
-
-  var dim2Labels = svg.selectAll(".dim2Label")
-      .data(dim_2)
-      .enter().append("text")
-        .text(function(d) { return d; })
-        .attr("x", function(d, i) { return i * gridSize * 3.2; })
-        .attr("y", 0)
-        .style("text-anchor", "middle")
-        .style("font-size", "10px")
-        .attr("transform", "translate(" + gridSize / 4 + ", -6)")
-        .attr("class","mono");
-
-  var heatMap = svg.selectAll(".dim2")
-      .data(data)
-      .enter().append("rect")
-      .attr("x", function(d) { return (d.dim2 - 1) * gridSize; })
-      .attr("y", function(d) { return (d.dim1 - 1) * gridSize; })
-      .attr("rx", 0.4)
-      .attr("ry", 0.4)
-      .attr("class", "dim2 bordered")
-      .attr("width", gridSize-2)
-      .attr("height", gridSize-2)
-      .style("fill", colors[0])
-      .attr("class", "square")
-      .on('mouseover', tip.show)
-      .on('mouseout', tip.hide);
-
-
-
-  heatMap.transition()
-      .style("fill", function(d) { return colorScale(d.value); });
-
-  heatMap.append("title").text(function(d) { return d.value; });
-
-  var heatleg = d3.select("#legend4");
-
-  heatleg.append("g")
-    .attr("class", "legendLinear")
-    .attr("transform", "translate(0,10)");
-
-  var legend = d3.legendColor()
-    .labelFormat(d3.format(",.0f"))
-    .cells(9)
-    .title("Number of Points")
-    .scale(colorScale);
-
-  heatleg.select(".legendLinear")
-    .call(legend);
-      });
-}
-
-// perform single t-SNE iteration
-function step() {
-    step_counter++;
-    if(step_counter <= max_counter) {
-  var cost = tsne.step();
-  cost_each = cost[1];
-  for(var i = 0; i < final_dataset.length; i++) final_dataset[i].cost = cost_each[i];
-  $("#cost").html("Number of Iteration: " + tsne.iter + ", Overall Cost: " + cost[0].toFixed(3));
-    }
-    else {
-        clearInterval(runner);
-    }
-    updateEmbedding();
-}
-
-function resize(canvas) {
-  // Lookup the size the browser is displaying the canvas.
-  var displayWidth  = canvas.clientWidth;
-  var displayHeight = canvas.clientHeight;
-
-  // Check if the canvas is not the same size.
-  if (canvas.width  != displayWidth ||
-      canvas.height != displayHeight) {
-
-    // Make the canvas the same size
-    canvas.width  = displayWidth;
-    canvas.height = displayHeight;
-  }
-}
-
-var Arrayx = [];
-var Arrayy = [];
-var XYDistId = [];
-var Arrayxy = [];
-var DistanceDrawing1D = [];
-var allTransformPoints = [];
-var p;
-var pFinal = [];
-var paths;
-var path;
-var ArrayLimit = [];
-var minimum;
-var correlationResults = [];
-var ArrayContainsDataFeaturesLimit = [];
-
-function OverviewtSNE(points){
-  if (step_counter == 1){
-    d3.select("#OverviewtSNE").select("g").remove();
-    d3.select("#correlation").select("g").remove();
-    d3.selectAll("#modtSNEcanvas_svg > *").remove(); 
-    Arrayx = [];
-    Arrayy = [];
-    XYDistId = [];
-    Arrayxy = [];
-    DistanceDrawing1D = [];
-    allTransformPoints = [];
-    p;
-    pFinal = [];
-    paths;
-    path;
-    ArrayLimit = [];
-    minimum;
-    correlationResults = [];
-    ArrayContainsDataFeaturesLimit = [];
-  }
-  var canvas = document.getElementById('tSNEcanvas');
-  gl = canvas.getContext('experimental-webgl');
-
-  // If we don't have a GL context, give up now
-  if (!gl) {
-    alert('Unable to initialize WebGL. Your browser or machine may not support it.');
-    return;
-  }
-  if (all_labels[0] == undefined){
-    var colorScale = d3.scaleOrdinal(d3.schemeCategory10).domain(["No Category"]).range(["#0000ff"]);
-  }
-  else{
-    var colorScale = d3.scaleOrdinal(d3.schemeCategory10).domain(all_labels);
-  }
-    d3.select("#legend3").select("svg").remove();
-    var svg = d3.select("#legend3").append("svg");
-
-    svg.append("g")
-      .attr("class", "legendOrdinal")
-      .attr("transform", "translate(8,5)");
-
-    var legendOrdinal = d3.legendColor()
-      .shape("path", d3.legendSize(100))
-      .shapePadding(15)
-      .scale(colorScale);
-
-    svg.select(".legendOrdinal")
-      .call(legendOrdinal);
-
-  let vertices = [];
-  let colors = [];
-
-  for (var i=0; i<points.length; i++){
-    let singleObj = {};
-    // convert the position from pixels to 0.0 to 1.0
-   let zeroToOne = points[i].x / dimensions;
-   let zeroToOne2 = points[i].y / dimensions;
-
-   // convert from 0->1 to 0->2
-   let zeroToTwo = zeroToOne * 2.0;
-   let zeroToTwo2 = zeroToOne2 * 2.0;
-
-   // convert from 0->2 to -1->+1 (clipspace)
-   let clipSpace = zeroToTwo - 1.0;
-   let clipSpace2 = zeroToTwo2 - 1.0;
-    singleObj = clipSpace;
-    vertices.push(singleObj);
-    singleObj = clipSpace2 * -1;
-    vertices.push(singleObj);
-    singleObj = 0.0;
-    vertices.push(singleObj);
-  }
-  for (var i=0; i<points.length; i++){
-    let singleCol = {};
-    if (points[i].selected == false){
-      let colval = d3.rgb(211,211,211);
-      singleCol = colval.r/255;
-      colors.push(singleCol);
-      singleCol = colval.g/255;
-      colors.push(singleCol);
-      singleCol = colval.b/255;
-      colors.push(singleCol);
-    }else{
-      let colval = d3.rgb(colorScale(points[i].name));
-      singleCol = colval.r/255;
-      colors.push(singleCol);
-      singleCol = colval.g/255;
-      colors.push(singleCol);
-      singleCol = colval.b/255;
-      colors.push(singleCol);
-    }
-  }
-  // Create an empty buffer object and store vertex data
-  var vertex_buffer = gl.createBuffer();
-  gl.bindBuffer(gl.ARRAY_BUFFER, vertex_buffer);
-  gl.bufferData(gl.ARRAY_BUFFER, new Float32Array(vertices), gl.STATIC_DRAW);
-  gl.bindBuffer(gl.ARRAY_BUFFER, null);
-
-  // Create an empty buffer object and store color data
-  var color_buffer = gl.createBuffer ();
-  gl.bindBuffer(gl.ARRAY_BUFFER, color_buffer);
-  gl.bufferData(gl.ARRAY_BUFFER, new Float32Array(colors), gl.STATIC_DRAW);
-
-  // vertex shader source code
-  var vertCode = 'attribute vec3 coordinates;'+
-    'attribute vec3 color;'+
-    'varying vec3 vColor;'+
-    'void main(void) {' +
-       ' gl_Position = vec4(coordinates, 1.0);' +
-       'vColor = color;'+
-       'gl_PointSize = 3.5;'+
-    '}';
-
-  // Create a vertex shader object
-  var vertShader = gl.createShader(gl.VERTEX_SHADER);
-
-  // Attach vertex shader source code
-  gl.shaderSource(vertShader, vertCode);
-
-  // Compile the vertex shader
-  gl.compileShader(vertShader);
-
-    var fragCode = `
-    #ifdef GL_OES_standard_derivatives
-    #extension GL_OES_standard_derivatives : enable
-    #endif
-
-    precision mediump float;
-    varying  vec3 vColor;
-
-    void main()
-    {
-        float r = 0.0, delta = 0.0, alpha = 1.0;
-        vec2 cxy = 2.0 * gl_PointCoord - 1.0;
-        r = dot(cxy, cxy);
-    #ifdef GL_OES_standard_derivatives
-        delta = fwidth(r);
-        alpha = 1.0 - smoothstep(1.0 - delta, 1.0 + delta, r);
-    #endif
-
-    gl_FragColor = vec4(vColor, alpha);
-    }`;
-    gl.getExtension('OES_standard_derivatives');
-  // Create fragment shader object
-  var fragShader = gl.createShader(gl.FRAGMENT_SHADER);
-
-  // Attach fragment shader source code
-  gl.shaderSource(fragShader, fragCode);
-
-  // Compile the fragmentt shader
-  gl.compileShader(fragShader);
-
-  // Create a shader program object to
-  // store the combined shader program
-  var shaderProgram = gl.createProgram();
-
-  // Attach a vertex shader
-  gl.attachShader(shaderProgram, vertShader);
-
-  // Attach a fragment shader
-  gl.attachShader(shaderProgram, fragShader);
-
-  // Link both the programs
-  gl.linkProgram(shaderProgram);
-
-  // Use the combined shader program object
-  gl.useProgram(shaderProgram);
-
-
-
-  // Bind vertex buffer object
-  gl.bindBuffer(gl.ARRAY_BUFFER, vertex_buffer);
-
-  // Get the attribute location
-  var coord = gl.getAttribLocation(shaderProgram, "coordinates");
-
-  // point an attribute to the currently bound VBO
-  gl.vertexAttribPointer(coord, 3, gl.FLOAT, false, 0, 0);
-
-  // Enable the attribute
-  gl.enableVertexAttribArray(coord);
-
-  // bind the color buffer
-  gl.bindBuffer(gl.ARRAY_BUFFER, color_buffer);
-
-  // get the attribute location
-  var color = gl.getAttribLocation(shaderProgram, "color");
-
-  // point attribute to the volor buffer object
-  gl.vertexAttribPointer(color, 3, gl.FLOAT, false,0,0) ;
-
-  // enable the color attribute
-  gl.enableVertexAttribArray(color);
-
-
-  // Clear the canvas
-  gl.clearColor(1.0, 1.0, 1.0, 1.0);
-
-  // Enable the depth test
-  gl.disable(gl.DEPTH_TEST);
-
-  // Clear the color buffer bit
-  gl.clear(gl.COLOR_BUFFER_BIT);
-
-  resize(gl.canvas);
-
-   gl.viewport(0, 0, dim, dim);
-
-  //Draw the triangle
-  gl.drawArrays(gl.POINTS, 0, points.length);
-
-}
-
-function redraw(repoints){
-  //OverviewtSNE(repoints);
-  BetatSNE(repoints);
-  //CosttSNE(repoints);
-}
-
-function handleLassoEnd(lassoPolygon) {
-  var countLassoFalse = 0;
-  KNNEnabled = true;
-  if (toggleValue == false){
-      for (var i = 0 ; i < points.length ; i ++) {
-      x = points[i].x;
-      y = points[i].y;
-      if (d3.polygonContains(lassoPolygon, [x, y])){
-          points[i].selected = true;
-          points2d[i].selected = true;
-      } else{
-        countLassoFalse = countLassoFalse + 1;
-        points[i].selected = false;
-        points2d[i].selected = true;
-      }
-    }
-    if (countLassoFalse == points.length){
-      for (var i = 0 ; i < points.length ; i ++) {
-        points[i].selected = true;
-        points2d[i].selected = true;
-      }
-    }
-    if (points.length - countLassoFalse <= 10 && points.length - countLassoFalse != 0){
-      for (var i = 0 ; i < points.length ; i ++) {
-        if (points[i].selected == true){
-          points[i].starplot = true;
-        }
-      }
-    } else{
-      for (var i = 0 ; i < points.length ; i ++) {
-        points[i].starplot = false;
-      }
-    }
-    redraw(points);
-  } else{
-    click();
-  }
- 
-}
-
-// reset selected points when starting a new polygon
-function handleLassoStart(lassoPolygon) {
-  if (toggleValue == true){
-  } else{
-    KNNEnabled = false;
-    for (var i = 0 ; i < points.length ; i ++) {
-    points[i].selected = true;
-    points[i].starplot = false;
-    points2d[i].selected = true;
-  }
-
-  redraw(points);
-  }
-}
-
-
-var svg,
-    defs,
-    gBrush,
-    brush,
-    main_xScale,
-    mini_xScale,
-    main_yScale,
-    mini_yScale,
-    main_xAxis,
-    main_yAxis,
-    mini_width,
-    textScale;
-
-            //Added only for the mouse wheel
-            var zoomer = d3v3.behavior.zoom()
-            .on("zoom", null);
-
-         var main_margin = {top: 0, right: 10, bottom: 30, left: 100},
-             main_width = 500 - main_margin.left - main_margin.right,
-             main_height = 320 - main_margin.top - main_margin.bottom;
-     
-         var mini_margin = {top: 0, right: 10, bottom: 30, left: 10},
-             mini_height = 320 - mini_margin.top - mini_margin.bottom;
-             mini_width = 100 - mini_margin.left - mini_margin.right;
-     
-         svg = d3v3.select("#correlation").attr("class", "svgWrapper")
-             .attr("width", main_width + main_margin.left + main_margin.right + mini_width + mini_margin.left + mini_margin.right)
-             .attr("height", main_height + main_margin.top + main_margin.bottom)
-             .call(zoomer)
-             .on("wheel.zoom", scroll)
-             .on("mousedown.zoom", null)
-             .on("touchstart.zoom", null)
-             .on("touchmove.zoom", null)
-             .on("touchend.zoom", null);
-
-function click(){
-
-    let svgClick = d3.select('#modtSNEcanvas_svg');
-
-    function drawCircle(x, y, size) {
-      svgClick.append("circle")
-            .attr('class', 'click-circle')
-            .attr("cx", x)
-            .attr("cy", y)
-            .attr("r", size); 
-        Arrayx.push(x);
-        Arrayy.push(y); 
-    }
-    svgClick.on('click', function() {
-      var coords = d3.mouse(this);
-      drawCircle(coords[0], coords[1], 4);
-  });
-
-  //if (Arrayx.length == 1){
-  //}
-  svgClick.on("contextmenu", function (d) {
-
-            // Prevent the default mouse action. Allow right click to be used for the confirmation of our schema.
-            d3.event.preventDefault();
-
-            var line = d3.line().curve(d3.curveCardinal);
-
-            for (var k = 0; k < Arrayx.length ; k++){
-              Arrayxy[k] = [Arrayx[k], Arrayy[k]];
-            }
-
-            for (var loop = 0; loop < points.length ; loop++){
-                allTransformPoints[loop] = [points[loop].x, points[loop].y, points[loop].id, points[loop].beta, points[loop].cost, points[loop].selected];
-            }
-          
-            for (var k = 0; k < Arrayxy.length - 1; k++){
-              path = svgClick.append("path")
-              .datum(Arrayxy.slice(k, k+2))
-              .attr("class", "SchemaCheck")
-              .attr("d", line);
-            }
-
-            var line = svgClick.append("line");
-
-            paths = svgClick.selectAll("path").filter(".SchemaCheck");
-
-            var correlLimit = document.getElementById("param-corr-value").value;
-            correlLimit = parseInt(correlLimit);
-            if (paths.nodes().length == 0){
-              alert("Please, provide one more point in order to create a line (i.e., path)!")
-            } else{
-              for (var m = 0; m < paths.nodes().length; m++) {
-              for (var j = 0; j < allTransformPoints.length; j++){
-                p = closestPoint(paths.nodes()[m], allTransformPoints[j]);
-                XYDistId.push(p);
-              }
-            }
-
-              for (var j = 0; j < allTransformPoints.length; j++){
-                for (var m = 0; m < paths.nodes().length; m++) {
-                if (m == 0){
-                  minimum = XYDistId[j].distance;
-                }
-                else if (minimum > XYDistId[(m * allTransformPoints.length) + j].distance) {
-                  minimum = XYDistId[(m * allTransformPoints.length) + j].distance;
-                }
-              }
-
-              for (var l = 0; l < paths.nodes().length ; l++) {
-                if (XYDistId[(l * allTransformPoints.length) + j].distance == minimum){
-                  allTransformPoints[j].bucketID = l;
-                }
-              }
-            }
-
-            var arrays = [], size = allTransformPoints.length;
-            while (XYDistId.length > 0) {
-                arrays.push(XYDistId.splice(0, size));
-            }
-            
-            var arraysCleared = [];
-            for (var j = 0; j < allTransformPoints.length; j++){
-              for (var m=0; m < arrays.length; m++) {
-                if (allTransformPoints[j].bucketID == m){
-                  arraysCleared.push(arrays[m][j].concat(allTransformPoints[j].bucketID, Arrayxy[m], arrays[m][j].distance, arrays[m][j].id));
-                }
-              }
-            }
-        
-            for (var i=0; i<arraysCleared.length; i++) {
-              if (arraysCleared[i][5] < correlLimit) {
-                ArrayLimit.push(arraysCleared[i]);
-              }
-            }
-            
-            var temparray = [];
-            var count = new Array(paths.nodes().length).fill(0);
-            for (var m=0; m < paths.nodes().length; m++) {
-              for (var i=0; i<ArrayLimit.length; i++) {
-                if (ArrayLimit[i][2] == m){
-                    count[m] = count[m] + 1;
-                  temparray.push(ArrayLimit[i]);
-                }
-                // do whatever
-              }
-            }
-            var arraysSplitted = [];
-              for (var m=0; m < paths.nodes().length; m++) {
-                    arraysSplitted.push(temparray.splice(0, count[m]));
-            }
-            
-  
-
-            for (var m=0; m < paths.nodes().length; m++) {
-              arraysSplitted[m] = arraysSplitted[m].sort(function(a, b){
-                      var dist = (a[0]-a[3]) * (a[0]-a[3]) + (a[1]-a[4]) * (a[1]-a[4]);
-                      var distAgain = (b[0]-b[3]) * (b[0]-b[3]) + (b[1]-b[4]) * (b[1]-b[4]);
-                      // Compare the 2 dates
-                      if(dist < distAgain) return -1;
-                      if(distAgain > dist) return 1;
-                      return 0;
-              });
-            }
-
-            var arraysConnected = [];
-            if (paths.nodes().length == 1) {
-                arraysConnected = arraysSplitted[0];
-            } else {
-              for (var m=0; m < paths.nodes().length - 1; m++) {
-                arraysConnected = arraysSplitted[m].concat(arraysSplitted[m+1]);
-              }
-            }
-            
-            var Order = [];
-            for (var temp = 0; temp < arraysConnected.length; temp++) {
-              Order.push(arraysConnected[temp][6]);
-            }
-            
-            for (var i = 0; i < points.length; i++){
-              points[i].selected = false;
-              for (var j = 0; j < ArrayLimit.length; j++){
-                if (ArrayLimit[j][6] == points[i].id){
-                  points[i].selected = true;
-                }
-              }
-            }
-            redraw(points);
-
-            ArrayContainsDataFeatures = mapOrder(ArrayContainsDataFeatures, Order, 5);
-
-            for (var i = 0; i < ArrayContainsDataFeatures.length; i++){
-              for (var j = 0; j < arraysConnected.length; j++){
-                if (ArrayContainsDataFeatures[i][5] == arraysConnected[j][6]){
-                  ArrayContainsDataFeaturesLimit.push(ArrayContainsDataFeatures[i]);
-                }
-              }
-            }
-            
-            for (var loop = 0; loop < ArrayContainsDataFeaturesLimit.length; loop++) {
-              ArrayContainsDataFeaturesLimit[loop].push(loop);
-            }
-
-            for (var k = 0; k < Arrayxy.length - 1 ; k++){
-              d3.select('#modtSNEcanvas_svg').append('line')
-              .attr("x1", Arrayxy[k][0])
-              .attr("y1", Arrayxy[k][1])
-              .attr("x2", Arrayxy[k+1][0])
-              .attr("y2", Arrayxy[k+1][1])
-              .style("stroke","black")
-              .style("stroke-width",2);
-            } 
-
-            var SignStore = [];
-            const arrayColumn = (arr, n) => arr.map(x => x[n]);
-            for (var temp = 0; temp < ArrayContainsDataFeaturesLimit[0].length - 2; temp++) {
-              var tempData = new Array(
-                arrayColumn(ArrayContainsDataFeaturesLimit, temp),
-                arrayColumn(ArrayContainsDataFeaturesLimit, ArrayContainsDataFeaturesLimit[0].length - 1)
-              );
-              if (isNaN(pearsonCorrelation(tempData, 0, 1))) {
-              } else{
-                SignStore.push([temp, pearsonCorrelation(tempData, 0, 1)]);
-                correlationResults.push(["Dimension "+temp, Math.abs(pearsonCorrelation(tempData, 0, 1))]);
-              }
-            }
-            correlationResults = correlationResults.sort(
-              function(a,b) {
-              if (a[1] == b[1])
-              return a[0] < b[0] ? -1 : 1;
-              return a[1] < b[1] ? 1 : -1;
-              }
-            );
-
-            for (var j = 0; j < correlationResults.length; j++) {
-              for (var i = 0; i < SignStore.length; i++) {
-                if (SignStore[i][1]*(-1) == correlationResults[j][1]) {
-                  correlationResults[j][1] = parseInt(correlationResults[j][1] * 100) * (-1);
-                  correlationResults[j].push(j);
-                  //correlationResults[j][1] = correlationResults[j][1].toFixed(2)*(-1);
-                }
-                if (SignStore[i][1] == correlationResults[j][1]) {
-                  correlationResults[j][1] = parseInt(correlationResults[j][1] * 100);
-                  correlationResults[j].push(j);
-                }
-              }
-            }
-          /////////////////////////////////////////////////////////////
-          ///////////////// Set-up SVG and wrappers ///////////////////
-          /////////////////////////////////////////////////////////////
-  
-
-              var mainGroup = svg.append("g")
-              .attr("class","mainGroupWrapper")
-              .attr("transform","translate(" + main_margin.left + "," + main_margin.top + ")")
-              .append("g") //another one for the clip path - due to not wanting to clip the labels
-              .attr("clip-path", "url(#clip)")
-              .style("clip-path", "url(#clip)")
-              .attr("class","mainGroup")
-  
-              var miniGroup = svg.append("g")
-                      .attr("class","miniGroup")
-                      .attr("transform","translate(" + (main_margin.left + main_width + main_margin.right + mini_margin.left) + "," + mini_margin.top + ")");
-          
-              var brushGroup = svg.append("g")
-                      .attr("class","brushGroup")
-                      .attr("transform","translate(" + (main_margin.left + main_width + main_margin.right + mini_margin.left) + "," + mini_margin.top + ")");
-      
-          /////////////////////////////////////////////////////////////
-          ////////////////////// Initiate scales //////////////////////
-          /////////////////////////////////////////////////////////////
-
-          main_xScale = d3v3.scale.linear().range([0, main_width]);
-          mini_xScale = d3v3.scale.linear().range([0, mini_width]);
-      
-          main_yScale = d3v3.scale.ordinal().rangeBands([0, main_height], 0.4, 0);
-          mini_yScale = d3v3.scale.ordinal().rangeBands([0, mini_height], 0.4, 0);
-          //Based on the idea from: http://stackoverflow.com/questions/21485339/d3-brushing-on-grouped-bar-chart
-          main_yZoom = d3v3.scale.linear()
-          .range([0, main_height])
-          .domain([0, main_height]);
-
-          //Create x axis object
-          main_xAxis = d3v3.svg.axis()
-          .scale(main_xScale)
-          .orient("bottom")
-          .ticks(8)
-          .outerTickSize(0);
-
-          //Add group for the x axis
-          d3v3.select(".mainGroupWrapper").append("g")
-          .attr("class", "x axis")
-          .attr("transform", "translate(" + 0 + "," + (main_height + 5) + ")");
-
-          //Create y axis object
-          main_yAxis = d3v3.svg.axis()
-          .scale(main_yScale)
-          .orient("left")
-          .tickSize(0)
-          .outerTickSize(0);
-
-          //Add group for the y axis
-          mainGroup.append("g")
-          .attr("class", "y axis")
-          .attr("transform", "translate(-5,0)");
-
-          /////////////////////////////////////////////////////////////
-          /////////////////////// Update scales ///////////////////////
-          /////////////////////////////////////////////////////////////
-          //Update the scales
-          main_xScale.domain([-100, 100]);
-          mini_xScale.domain([-100, 100]);     
-          main_yScale.domain(correlationResults.map(function(d) { return d[0]; }));
-          mini_yScale.domain(correlationResults.map(function(d) { return d[0]; }));
-          
-          //Create the visual part of the y axis
-          d3v3.select(".mainGroup").select(".y.axis").call(main_yAxis);
-          d3v3.select(".mainGroupWrapper").select(".x.axis").call(main_xAxis);
-      
-          /////////////////////////////////////////////////////////////
-          ///////////////////// Label axis scales /////////////////////
-          /////////////////////////////////////////////////////////////
-      
-          textScale = d3v3.scale.linear()
-            .domain([15,50])
-            .range([12,6])
-            .clamp(true);
-            
-          /////////////////////////////////////////////////////////////
-          ///////////////////////// Create brush //////////////////////
-          /////////////////////////////////////////////////////////////
-         
-          //What should the first extent of the brush become - a bit arbitrary this
-          var brushExtent = parseInt(Math.max( 1, Math.min( 20, Math.round(correlationResults.length * 0.75) ) ));
-
-          brush = d3v3.svg.brush()
-            .y(mini_yScale)
-            .extent([mini_yScale(correlationResults[0][0]), mini_yScale(correlationResults[brushExtent][0])])
-            .on("brush", brushmove)
-
-          //Set up the visual part of the brush
-          gBrush = d3v3.select(".brushGroup").append("g")
-          .attr("class", "brush")
-          .call(brush);
-          
-          gBrush.selectAll(".resize")
-            .append("line")
-            .attr("x2", mini_width);
-
-          gBrush.selectAll(".resize")
-            .append("path")
-            .attr("d", d3v3.svg.symbol().type("triangle-up").size(20))
-            .attr("transform", function(d,i) { 
-              return i ? "translate(" + (mini_width/2) + "," + 4 + ") rotate(180)" : "translate(" + (mini_width/2) + "," + -4 + ") rotate(0)"; 
-            });
- 
-          gBrush.selectAll("rect")
-            .attr("width", mini_width);
-
-          //On a click recenter the brush window
-          gBrush.select(".background")
-            .on("mousedown.brush", brushcenter)
-            .on("touchstart.brush", brushcenter);
-          ///////////////////////////////////////////////////////////////////////////
-          /////////////////// Create a rainbow gradient - for fun ///////////////////
-          ///////////////////////////////////////////////////////////////////////////
-      
-          defs = svg.append("defs")
-      
-          //Create two separate gradients for the main and mini bar - just because it looks fun
-          createGradient("gradient-main", "60%");
-          createGradient("gradient-mini", "13%");
-      
-          //Add the clip path for the main bar chart
-          defs.append("clipPath")
-            .attr("id", "clip")
-            .append("rect")
-            .attr("x", -main_margin.left)
-            .attr("width", main_width + main_margin.left)
-            .attr("height", main_height);
-      
-          /////////////////////////////////////////////////////////////
-          /////////////// Set-up the mini bar chart ///////////////////
-          /////////////////////////////////////////////////////////////
-      
-          //The mini brushable bar
-          //DATA JOIN
-          var mini_bar = d3v3.select(".miniGroup").selectAll(".bar")
-            .data(correlationResults, function(d) { return +d[2]; });
-
-          //UDPATE
-        mini_bar
-          .attr("width", function(d) { return Math.abs(mini_xScale(d[1]) - mini_xScale(0)); })
-          .attr("y", function(d,i) { return mini_yScale(d[0]); })
-          .attr("height", mini_yScale.rangeBand())
-
-        //ENTER
-        mini_bar.enter().append("rect")
-          .attr("class", "bar")
-          .attr("x", function (d) { return mini_xScale(Math.min(0, d[1])); })
-          .attr("width", function(d) { return Math.abs(mini_xScale(d[1]) - mini_xScale(0)); })
-          .attr("y", function(d,i) { return mini_yScale(d[0]); })
-          .attr("height", mini_yScale.rangeBand())
-          .style("fill", "url(#gradient-mini)");
-
-          //EXIT
-          mini_bar.exit()
-            .remove();
-
-          //Start the brush
-          //gBrush.call(brush.event);
-          gBrush.call(brush.event);
-        }
-      });
-            
-}
-
-//Function runs on a brush move - to update the big bar chart
-function updateBarChart() {
-
-  /////////////////////////////////////////////////////////////
-  ////////// Update the bars of the main bar chart ////////////
-  /////////////////////////////////////////////////////////////
-
-  var bar = d3v3.select(".mainGroup").selectAll(".bar")
-      .data(correlationResults, function(d) { return +d[2]; })
-  //, function(d) { return d.key; });
-
-  bar
-    .attr("x", function (d) { return main_xScale(Math.min(0, d[1])); })
-    .attr("width", function(d) { return Math.abs(main_xScale(d[1]) - main_xScale(0)); })
-    .attr("y", function(d,i) { return main_yScale(d[0]); })
-    .attr("height", main_yScale.rangeBand());
-  
-  //ENTER
-  bar.enter().append("rect")
-    .attr("class", "bar")
-    .style("fill", "url(#gradient-main)")
-    .attr("x", function (d) { return main_xScale(Math.min(0, d[1])); })
-    .attr("width", function(d) { return Math.abs(main_xScale(d[1]) - main_xScale(0)); })
-    .attr("y", function(d,i) { return main_yScale(d[0]); })
-    .attr("height", main_yScale.rangeBand())
-    .on("mouseover", () => {
-      svg.select('.tooltip').style('display', 'none'); 
-    })
-    .on("mouseout", function(d){ 
-      points.forEach(function (p) {
-        p.DimON = null
-      })
-      BetatSNE(points);
-      svg.select('.tooltip').style('display', 'none'); 
-    })
-    .on("mousemove", function(d) {
-      points.forEach(function (p) {
-        if (p.selected == true) {
-          p.DimON = d[0];
-        }
-      })
-      BetatSNE(points);
-    });
-
-  //EXIT
-  bar.exit()
-    .remove();
-}//update
-
-/////////////////////////////////////////////////////////////
-////////////////////// Brush functions //////////////////////
-/////////////////////////////////////////////////////////////
-
-//First function that runs on a brush move
-function brushmove() {
-
-  var extent = brush.extent();
-
-   //Reset the part that is visible on the big chart
-   var originalRange = main_yZoom.range();
-   main_yZoom.domain( extent );
-
-  //Update the domain of the x & y scale of the big bar chart
-  main_yScale.domain(correlationResults.map(function(d) { return d[0]; }));
-  main_yScale.rangeBands( [ main_yZoom(originalRange[0]), main_yZoom(originalRange[1]) ], 0.4, 0);
-
-  //Update the y axis of the big chart
-  d3v3.select(".mainGroup")
-    .select(".y.axis")
-    .call(main_yAxis);
-    
-  //Which bars are still "selected"
-  var selected = mini_yScale.domain()
-    .filter(function(d) { return (extent[0] - mini_yScale.rangeBand () + 1e-2 <= mini_yScale(d)) && (mini_yScale(d) <= extent[1] - 1e-2); }); 
-
-    //Update the colors of the mini chart - Make everything outside the brush grey
- d3.select(".miniGroup").selectAll(".bar")
-    .style("fill", function(d, i) { return selected.indexOf(d[0]) > -1 ? "url(#gradient-mini)" : "#e0e0e0"; });
-
-  //Update the label size
-  d3v3.selectAll(".y.axis text")
-    .style("font-size", textScale(selected.length));
-  
-  //Update the big bar chart
-  updateBarChart();
-  
-}//brushmove
-
-/////////////////////////////////////////////////////////////
-////////////////////// Click functions //////////////////////
-/////////////////////////////////////////////////////////////
-
-  //Based on http://bl.ocks.org/mbostock/6498000
-  //What to do when the user clicks on another location along the brushable bar chart
-  function brushcenter() {
-    var target = d3v3.event.target,
-        extent = brush.extent(),
-        size = extent[1] - extent[0],
-        range = mini_yScale.range(),
-        y0 = d3v3.min(range) + size / 2,
-        y1 = d3.max(range) + mini_yScale.rangeBand() - size / 2,
-        center = Math.max( y0, Math.min( y1, d3.mouse(target)[1] ) );
-
-    d3v3.event.stopPropagation();
-
-    gBrush
-        .call(brush.extent([center - size / 2, center + size / 2]))
-        .call(brush.event);
-
-  }//brushcenter
-
-  function scroll() {
-
-    //Mouse scroll on the mini chart
-    var extent = brush.extent(),
-      size = extent[1] - extent[0],
-      range = mini_yScale.range(),
-      y0 = d3v3.min(range),
-      y1 = d3v3.max(range) + mini_yScale.rangeBand(),
-      dy = d3v3.event.deltaY,
-      topSection;
-
-    if ( extent[0] - dy < y0 ) { topSection = y0; } 
-    else if ( extent[1] - dy > y1 ) { topSection = y1 - size; } 
-    else { topSection = extent[0] - dy; }
-
-    //Make sure the page doesn't scroll as well
-    d3v3.event.stopPropagation();
-    d3v3.event.preventDefault();
-
-    gBrush
-        .call(brush.extent([ topSection, topSection + size ]))
-        .call(brush.event);
-
-  }//scroll
-
-/////////////////////////////////////////////////////////////
-///////////////////// Helper functions //////////////////////
-/////////////////////////////////////////////////////////////
-
-//Create a gradient 
-function createGradient(idName, endPerc) {
-
-  var colorsBarChart = ['#7f3b08','#b35806','#e08214','#fdb863','#fee0b6','#d8daeb','#b2abd2','#8073ac','#542788','#2d004b']
-
-  colorsBarChart.reverse();
-
-  defs.append("linearGradient")
-    .attr("id", idName)
-    .attr("gradientUnits", "userSpaceOnUse")
-    .attr("x1", "0%").attr("y1", "0%")
-    .attr("x2", endPerc).attr("y2", "0%")
-    .selectAll("stop") 
-    .data(colorsBarChart)                  
-    .enter().append("stop") 
-    .attr("offset", function(d,i) { return i/(colorsBarChart.length-1); })   
-    .attr("stop-color", function(d) { return d; });
-}//createGradient
-
-function mapOrder(array, order, key) {
-  
-  array.sort( function (a, b) {
-    var A = a[key], B = b[key];
-    if (order.indexOf(A) > order.indexOf(B)) {
-      return 1;
-    } else {
-      return -1;
-    }
-    
-  });
-  
-  return array;
-};
-
-    /**
-   *  Calculate the person correlation score between two items in a dataset.
-   *
-   *  @param  {object}  prefs The dataset containing data about both items that
-   *                    are being compared.
-   *  @param  {string}  p1 Item one for comparison.
-   *  @param  {string}  p2 Item two for comparison.
-   *  @return {float}  The pearson correlation score.
-   */
-  function pearsonCorrelation(prefs, p1, p2) {
-    var si = [];
-
-    for (var key in prefs[p1]) {
-      if (prefs[p2][key]) si.push(key);
-    }
-
-    var n = si.length;
-
-    if (n == 0) return 0;
-
-    var sum1 = 0;
-    for (var i = 0; i < si.length; i++) sum1 += prefs[p1][si[i]];
-
-    var sum2 = 0;
-    for (var i = 0; i < si.length; i++) sum2 += prefs[p2][si[i]];
-
-    var sum1Sq = 0;
-    for (var i = 0; i < si.length; i++) {
-      sum1Sq += Math.pow(prefs[p1][si[i]], 2);
-    }
-
-    var sum2Sq = 0;
-    for (var i = 0; i < si.length; i++) {
-      sum2Sq += Math.pow(prefs[p2][si[i]], 2);
-    }
-
-    var pSum = 0;
-    for (var i = 0; i < si.length; i++) {
-      pSum += prefs[p1][si[i]] * prefs[p2][si[i]];
-    }
-
-    var num = pSum - (sum1 * sum2 / n);
-    var den = Math.sqrt((sum1Sq - Math.pow(sum1, 2) / n) *
-        (sum2Sq - Math.pow(sum2, 2) / n));
-        
-    if (den == 0) return 0;
-
-    return num / den;
-  }
-
-  function closestPoint(pathNode, point) {
-    var pathLength = pathNode.getTotalLength(),
-        precision = 8,
-        best,
-        bestLength,
-        bestDistance = Infinity;
-
-    // linear scan for coarse approximation
-    for (var scan, scanLength = 0, scanDistance; scanLength <= pathLength; scanLength += precision) {
-      if ((scanDistance = distance2(scan = pathNode.getPointAtLength(scanLength))) < bestDistance) {
-        best = scan, bestLength = scanLength, bestDistance = scanDistance;
-      }
-    }
-  
-    // binary search for precise estimate
-    precision /= 2;
-    while (precision > 0.5) {
-      var before,
-          after,
-          beforeLength,
-          afterLength,
-          beforeDistance,
-          afterDistance;
-      if ((beforeLength = bestLength - precision) >= 0 && (beforeDistance = distance2(before = pathNode.getPointAtLength(beforeLength))) < bestDistance) {
-        best = before, bestLength = beforeLength, bestDistance = beforeDistance;
-      } else if ((afterLength = bestLength + precision) <= pathLength && (afterDistance = distance2(after = pathNode.getPointAtLength(afterLength))) < bestDistance) {
-        best = after, bestLength = afterLength, bestDistance = afterDistance;
-      } else {
-        precision /= 2;
-      }
-    }
-  
-    best = [best.x, best.y];
-    best.distance = Math.sqrt(bestDistance);
-    best.id = point[2];
-    return best;
-  
-    function distance2(p) {
-      var dx = p.x - point[0],
-          dy = p.y - point[1];
-      return dx * dx + dy * dy;
-    }
-
-
-
-// Points are represented as objects with x and y attributes.
-
-
-
- /* var svg = d3.select('#modtSNEcanvas_svgClick').append('svg')
-    .attr('width', width)
-    .attr('height', height)
-    .on('mousemove', function() {
-      x = d3.event.pageX;
-      y = d3.event.pageY;
-      console.log( d3.event.pageX, d3.event.pageY ) // log the mouse x,y position
-    });
-
-
-  var interactionSvgClick = d3.select("#modtSNEcanvas_svgClick").append("circle")
-        .attr("transform", "translate(" + x + "," + y + ")")
-        .attr("r", "3")
-        .attr("class", "dot")
-        .style('position', 'absolute')
-        .style("cursor", "pointer");*/
-      //.call(drag);
-}
-/*
-// Define drag behavior
-var drag = d3.drag()
-    .on("drag", dragmove);
-
-function dragmove(d) {
-  var x = d3.event.x;
-  var y = d3.event.y;
-  d3.select(this).attr("transform", "translate(" + x + "," + y + ")");
-}
-*/
-
-function abbreviateNumber(value) {
-  var newValue = value;
-  if (value >= 1000) {
-      var suffixes = ["", "k", "m", "b","t"];
-      var suffixNum = Math.floor( (""+value).length/3 );
-      var shortValue = '';
-      for (var precision = 2; precision >= 1; precision--) {
-          shortValue = parseFloat( (suffixNum != 0 ? (value / Math.pow(1000,suffixNum) ) : value).toPrecision(precision));
-          var dotLessShortValue = (shortValue + '').replace(/[^a-zA-Z 0-9]+/g,'');
-          if (dotLessShortValue.length <= 2) { break; }
-      }
-      if (shortValue % 1 != 0)  shortNum = shortValue.toFixed(1);
-      newValue = shortValue+suffixes[suffixNum];
-  }
-  return newValue;
-}
-
-function clearThree(obj){
-  while(obj.children.length > 0){ 
-    clearThree(obj.children[0])
-    obj.remove(obj.children[0]);
-  }
-  if(obj.geometry) obj.geometry.dispose()
-  if(obj.material) obj.material.dispose()
-  if(obj.texture) obj.texture.dispose()
-}   
-
-
-var viewport3 = getViewport();
-var vw3 = viewport3[0] * 0.2;
-var margin = {top: 50, right: 100, bottom: 80, left: 150},
-width = Math.min(vw3, window.innerWidth - 10) - margin.left - margin.right,
-height = Math.min(width, window.innerHeight - margin.top - margin.bottom - 20);
-
-  var wrapData = [];
-
-  ////////////////////////////////////////////////////////////// 
-  //////////////////// Draw the Chart ////////////////////////// 
-  ////////////////////////////////////////////////////////////// 
-
-    
-  var radarChartOptions = {
-    w: width,
-    h: height,
-    margin: margin
-  };
-  var colors;
-  var IDS = [];
-  //Call function to draw the Radar chart
-  RadarChart("#starPlot", wrapData, colors, IDS, radarChartOptions);
-
-function BetatSNE(points){
-  
-  selectedPoints = [];
-  var findNearestTable = [];
-  for (let m=0; m<points.length; m++){
-   if (points[m].selected == true){
-      selectedPoints.push(points[m]);
-   }
-  }
-  if (KNNEnabled == true && selectedPoints.length != 0){
-    var distsFull = dists;
-    var dists2dFull = dists2d;
-
-    for (var i=0; i<dists.length; i++){
-      for (var j=0; j<dists.length; j++){
-        if(dists[i][j] != null) {
-          distsFull[j][i] = dists[i][j];
-          dists2dFull[j][i] = dists2d[i][j];
-        }
-      }
-    }
-
-    var indexOrder = [];
-    var indexOrder2d = [];
-    var indices = new Array(selectedPoints.length);
-    var indices2d = new Array(selectedPoints.length);
-
-    var findNearest;
-    var counter1;
-    var counter2;
-
-    var temp = [];
-    var temp2 = [];
-
-    var viewport = getViewport();
-    var vw = viewport[0] * 0.5;
-    var vh = viewport[1] * 0.042;
-    var factor = Math.log10(points.length) * 4;
-    if (factor == 0){
-      factor = 1;
-    }
-    var maxKNN = Math.ceil(points.length / factor);
-
-    selectedPoints.sort(function(a, b) {
-      return parseFloat(a.id) - parseFloat(b.id);
-    });
-  
-  
-    for (k=maxKNN; k>0; k--){
-
-      findNearest = 0;
-      var indexOrderSliced = [];
-      var indexOrderSliced2d = [];
-      var count1 = new Array(selectedPoints.length).fill(0);
-      var count2 = new Array(selectedPoints.length).fill(0);
-      counter1 = 0;
-      counter2 = 0;
-
-      for (var i=0; i<selectedPoints.length; i++){
-
-        temp[i] = 0;
-        temp2[i] = 0;
-
-        if (k == maxKNN){
-
-
-            // temporary array holds objects with position and sort-value
-            indices[i] = dists[i].map(function(el, i) {
-                return [ i, el ];
-            })
-            var index = indices[i].indexOf(selectedPoints[i].id);
-            if (index > -1) {
-              indices[i].splice(index, 1);
-            }
-            // sorting the mapped array containing the reduced values
-            indices[i].sort(function(a, b) {
-              if (a[1] > b[1]) {
-                return 1;
-              }
-              if (a[1] < b[1]) {
-                return -1;
-              }
-              return 0;
-            });
-    
-            indexOrder[i] = indices[i].map(function(value) { return value[0]; });
-
-            // temporary array holds objects with position and sort-value
-            indices2d[i] = dists2d[i].map(function(el, i) {
-                return [ i, el ];
-            })
-            var index2d = indices2d[i].indexOf(selectedPoints[i].id);
-            if (index2d > -1) {
-              indices2d[i].splice(index2d, 1);
-            }
-            
-            // sorting the mapped array containing the reduced values
-            indices2d[i].sort(function(a, b) {
-              if (a[1] > b[1]) {
-                return 1;
-              }
-              if (a[1] < b[1]) {
-                return -1;
-              }
-              return 0;
-            });
-            indexOrder2d[i] = indices2d[i].map(function(value) { return value[0]; });
-          }
-          indexOrderSliced[i] = indexOrder[i].slice(0,k);
-          indexOrderSliced2d[i] = indexOrder2d[i].slice(0,k);
-
-        for (var m=0; m < indexOrderSliced2d[i].length; m++){
-          if (indexOrderSliced[i].includes(indexOrderSliced2d[i][m])){
-            count1[i] = count1[i] + 1;
-            temp[i] = temp[i] + 1;
-          }
-          if(indexOrderSliced[i][m] == indexOrderSliced2d[i][m]){
-            count2[i] = count2[i] + 1;
-            temp2[i] = temp2[i] + 1;
-
-          }
-        }  
-
-        if (count1[i] != 0){
-          counter1 = (count1[i] / temp[i]) + counter1;
-        }
-        if (count2[i] != 0){
-          counter2 = (count2[i] / temp2[i]) + counter2;
-        }
-
-      }
-
-        sumUnion = counter1 / selectedPoints.length;
-        sumIntersection = counter2 / selectedPoints.length;
-        if (sumUnion == 0){
-          findNearest = 0;
-        } else{
-          findNearest = sumIntersection / sumUnion;
-        }
-
-        if (isNaN(findNearest)){
-          findNearest = 0; 
-        }
-        findNearestTable.push(findNearest * vh * 2);
-    }
-    findNearestTable.reverse();
-
-    var barPadding = 5;
-        d3v3.select("#knnBarChart").selectAll("rect").remove();
-
-    var svg2 = d3v3.select('#knnBarChart')
-      .attr("class", "bar-chart");
-
-
-    var barWidth = (vw / findNearestTable.length);
-
-    var knnBarChartSVG = svg2.selectAll("rect")
-      .data(findNearestTable)
-      .enter()
-      .append("rect")
-      .attr("y", function(d) {
-          return Math.round(vh*2 - d)
-      })
-      .attr("height", function(d) {
-        return d;
-      })
-      .attr("width", barWidth - barPadding)
-      .attr("transform", function (d, i) {
-          var translate = [barWidth * i, 0];
-          return "translate("+ translate +")";
-      });
-    }
-
-
-
-
-    d3.select("#starPlot").selectAll('g').remove();
-
-    if(selectedPoints.length <= 10){
-  
-      var FeatureWise = [];
-  
-      for (var j=0; j<Object.values(dataFeatures[0]).length; j++){
-        for (var i=0;i<dataFeatures.length;i++){
-          if (!isNaN(Object.values(dataFeatures[i])[j])){
-            FeatureWise.push(Object.values(dataFeatures[i])[j]);
-          }
-        }
-      }
-  
-      var sum = new Array(Object.values(dataFeatures[0]).length).fill(0);
-  
-      for (var j=0; j<Object.values(dataFeatures[0]).length; j++){
-        var FeatureWiseSliced = FeatureWise.slice(0+(j*dataFeatures.length),dataFeatures.length+j*dataFeatures.length);
-        for (var i=0; i<FeatureWiseSliced.length; i++){
-          sum[j] = FeatureWiseSliced[i] + sum[j];
-        }
-      }
-  
-      var wrapData = [];
-      var IDS = [];
-      for (var i=0; i<selectedPoints.length; i++){
-        var data = [];
-        for (var j=0; j< Object.keys(dataFeatures[selectedPoints[i].id]).length; j++){
-          if (!isNaN(Object.values(dataFeatures[i])[j])){
-            if (Object.keys(dataFeatures[i])[j] == "name") {
-              
-            } else{
-              data.push({axis:Object.keys(dataFeatures[i])[j],value:Math.abs(Object.values(dataFeatures[i])[j]*100/sum[j])});
-            }
-          }
-        }
-        wrapData.push(data);
-        IDS.push(selectedPoints[i].id);
-      }
-        ////////////////////////////////////////////////////////////// 
-        //////////////////// Draw the Chart ////////////////////////// 
-        ////////////////////////////////////////////////////////////// 
-        var colors = ['#8dd3c7','#ffffb3','#bebada','#fb8072','#80b1d3','#fdb462','#b3de69','#fccde5','#d9d9d9','#bc80bd'];
-        var colorScl = d3v3.scale.ordinal()
-          .domain(IDS)
-          .range(colors);
-
-        var radarChartOptions = {
-          w: width,
-          h: height,
-          margin: margin,
-          levels: 10,
-          roundStrokes: true,
-        };
-
-        //Call function to draw the Radar chart
-        RadarChart("#starPlot", wrapData, colorScl, IDS, radarChartOptions);
-  }
-
-  if(step_counter == max_counter || step_counter == 1){
-    if (step_counter == 1){
-      d3.select("#modtSNEcanvas_svg").select("g").remove();
-    }else{
-      if (toggleValue == false){ 
-        interactionSvg = d3.select("#modtSNEcanvas_svg")
-        .attr("width", dimensions)
-        .attr("height", dimensions)
-        .style('position', 'absolute')
-        .style('top', 0)
-        .style('left', 0);
-        var lassoInstance = lasso()
-          .on('end', handleLassoEnd)
-          .on('start', handleLassoStart);
-
-        interactionSvg.call(lassoInstance);  
-      }
-     }
-  }
-  
- var ColSizeSelector = document.getElementById("param-neighborHood").value;
-
- if (ColSizeSelector == "color") {
-  var max = (d3.max(final_dataset,function(d){ return d.beta; }));
-  var min = (d3.min(final_dataset,function(d){ return d.beta; }));
-  // colors
-  var colorbrewer = ["#ffffcc","#ffeda0","#fed976","#feb24c","#fd8d3c","#fc4e2a","#e31a1c","#bd0026","#800026"];
-  var calcStep = (max-min)/7;
-  var colorScale = d3.scaleLinear()
-    .domain(d3.range(0, max+calcStep, calcStep))
-    .range(colorbrewer);
-
-  var maxSize1 = (d3.max(final_dataset,function(d){ return d.cost; }));
-  var minSize1 = (d3.min(final_dataset,function(d){ return d.cost; }));
-
-  var rscale1 = d3.scaleLinear()
-    .domain([minSize1, maxSize1])
-    .range([5,10]);
-
-  var colorScale = d3.scaleLinear()
-    .domain(d3.range(0, max+calcStep, calcStep))
-    .range(colorbrewer);
-
-  /*points = points.sort(function(a, b) {
-    return a.beta - b.beta;
-  })*/
-  var labels_beta = [];
-  var abbr_labels_beta = [];
-  labels_beta = d3.range(0, max+calcStep, calcStep);
-  for (var i=0; i<9; i++){
-    labels_beta[i] = parseInt(labels_beta[i]);
-    abbr_labels_beta[i] = abbreviateNumber(labels_beta[i]);
-  }
-  var svg = d3.select("#legend1");
-
-    svg.append("g")
-      .attr("class", "legendLinear")
-      .attr("transform", "translate(10,15)");
-
-    var legend = d3.legendColor()
-      .labelFormat(d3.format(",.0f"))
-      .cells(9)
-      .labels([abbr_labels_beta[0],abbr_labels_beta[1],abbr_labels_beta[2],abbr_labels_beta[3],abbr_labels_beta[4],abbr_labels_beta[5],abbr_labels_beta[6],abbr_labels_beta[7],abbr_labels_beta[8]])
-      .title("1 / sigma")
-      .scale(colorScale);
-      
-    svg.select(".legendLinear")
-      .call(legend);
-} else {
-var max = (d3.max(final_dataset,function(d){ return d.cost; }));
-var min = (d3.min(final_dataset,function(d){ return d.cost; }));
-
-var maxSize2 = (d3.max(final_dataset,function(d){ return d.beta; }));
-var minSize2 = (d3.min(final_dataset,function(d){ return d.beta; }));
-
-var rscale2 = d3.scaleLinear()
-  .domain([minSize2, maxSize2])
-  .range([5,10]);
-
-var colorbrewer = ["#ffffe5","#f7fcb9","#d9f0a3","#addd8e","#78c679","#41ab5d","#238443","#006837","#004529"];
-var calcStep = (max-min)/9;
-var colorScale = d3.scaleLinear()
-  .domain(d3.range(min, max, calcStep))
-  .range(colorbrewer);
-  
-  /*points = points.sort(function(a, b) {
-    return a.cost - b.cost;
-  })*/
-
-  var labels_cost = [];
-  var abbr_labels_cost = [];
-  labels_cost = d3.range(min, max, calcStep);
-  for (var i=0; i<9; i++){
-    labels_cost[i] = labels_cost[i].toFixed(5);
-    abbr_labels_cost[i] = abbreviateNumber(labels_cost[i]);
-  }
-
-  var svg = d3.select("#legend1");
-
-  svg.append("g")
-      .attr("class", "legendLinear")
-      .attr("transform", "translate(10,15)");
-
-  var legend = d3.legendColor()
-    .labelFormat(d3.format(",.5f"))
-    .cells(9)
-    .labels([abbr_labels_cost[0],abbr_labels_cost[1],abbr_labels_cost[2],abbr_labels_cost[3],abbr_labels_cost[4],abbr_labels_cost[5],abbr_labels_cost[6],abbr_labels_cost[7],abbr_labels_cost[8]])
-    .title("KLD(P||Q)")
-    .scale(colorScale);
-
-  svg.select(".legendLinear")
-    .call(legend);
-}
-
-let viz_width = dimensions;
-
-window.addEventListener('resize', () => {
-  dimensions = window.innerWidth;
-  viz_width = dimensions;
-  dimensions = window.innerHeight;
-
-  renderer.setSize(dimensions, dimensions);
-  camera.aspect = dimensions / dimensions;
-  camera.updateProjectionMatrix();
-})
-
-let zoom = d3.zoom()
-  .scaleExtent([getScaleFromZ(far), getScaleFromZ(near)])
-  .on('zoom', () =>  {
-    let d3_transform = d3.event.transform;
-    zoomHandler(d3_transform);
-  });
-
-view = d3.select(renderer.domElement);
-function setUpZoom() {
-  view.call(zoom);    
-  let initial_scale = getScaleFromZ(far);
-  var initial_transform = d3.zoomIdentity.translate(viz_width/2, dimensions/2).scale(initial_scale);    
-  zoom.transform(view, initial_transform);
-  camera.position.set(0, 0, far);
-}
-setUpZoom();
-
-var circle_sprite= new THREE.TextureLoader().load(
-  "./textures/circle-sprite.png"
-)
-
-let pointsGeometry = new THREE.Geometry();
-
-clearThree(scene);
-
-// Increase/reduce size factor selected by the user
-var limitdist = document.getElementById("param-lim-value").value;
-limitdist = parseFloat(limitdist).toFixed(1);
-
-let pointsMaterial = [];
-let factorPlusSize = [];
-for (var i=0; i<points.length; i++) {
-
-  let vertex = new THREE.Vector3((((points[i].x/dimensions)*2) - 1)*dimensions, (((points[i].y/dimensions)*2) - 1)*dimensions*-1, 0);
-  pointsGeometry.vertices.push(vertex);
-
-  if (points[i].selected == false){
-    var color = new THREE.Color("rgb(211, 211, 211)");
-  } else if (points[i].DimON != null) {
-
-    let temp = points[i].DimON.match(/\d+/)[0];
-
-    var maxDim = (d3.max(points,function(d){ if(d.selected == true){return d[temp]}; }));
-    var minDim = (d3.min(points,function(d){ if(d.selected == true){return d[temp]}; }));  
-
-    let colorsBarChart = ['#fcfbfd','#efedf5','#dadaeb','#bcbddc','#9e9ac8','#807dba','#6a51a3','#54278f','#3f007d'];
-    var calcStepDim = (maxDim-minDim)/8;
-    var colorScale = d3.scaleLinear()
-      .domain(d3.range(minDim, maxDim+calcStepDim, calcStepDim))
-      .range(colorsBarChart);
-    var color = new THREE.Color(colorScale(points[i][temp]));
-      
-  } else if(points[i].starplot == true){
-    console.log("mpike");
-    console.log(points[i]);
-    var color = new THREE.Color(colorScl(points[i].id));
-  } else if (ColSizeSelector == "color") {
-    var color = new THREE.Color(colorScale(points[i].beta));
-  }
-  else{
-    var color = new THREE.Color(colorScale(points[i].cost));
-  }
-  if (ColSizeSelector == "color") {
-    let sizePoint = rscale1(points[i].cost);
-    factorPlusSize[i] = limitdist * sizePoint;
-    pointsGeometry.colors.push(color);
-    pointsMaterial[i] = new THREE.PointsMaterial({
-      size: factorPlusSize[i],
-      sizeAttenuation: false,
-      vertexColors: THREE.VertexColors,
-      map: circle_sprite,
-      transparent: true
-    });
-  } else{
-    let sizePoint = rscale2(points[i].beta);
-    factorPlusSize[i] = limitdist * sizePoint;
-    pointsGeometry.colors.push(color);
-    pointsMaterial[i] = new THREE.PointsMaterial({
-      size: factorPlusSize[i],
-      sizeAttenuation: false,
-      vertexColors: THREE.VertexColors,
-      map: circle_sprite,
-      transparent: true
-    });
-  }
-  var particles = new THREE.Points(pointsGeometry, pointsMaterial[i]);
-  scene.add(particles);
-}
-
-let tempSort = -1;
-
-for (var i=0; i<points.length; i++){
-if (points[i].DimON != null) {
-  tempSort = points[i].DimON.match(/\d+/)[0];
-}
-}
-
-if (tempSort != -1){
-/*points = points.sort(function(a, b) {
-    return a[tempSort] - b[tempSort];
-})*/
-}
-
-var temporal = 0;
-for (var j=0; j < points.length; j++){
-if(points[j].DimON != null) {
-      temporal = temporal + 1;
-      var labels_dim = [];
-      var abbr_labels_dim = [];
-      labels_dim = d3.range(minDim, maxDim+calcStepDim, calcStepDim);
-
-      for (var i=0; i<9; i++){
-        labels_dim[i] = labels_dim[i].toFixed(2);
-        abbr_labels_dim[i] = abbreviateNumber(labels_dim[i]);
-      }
-      d3.select("#legend1").selectAll('*').remove();
-      var svg = d3.select("#legend1");
-
-      svg.append("g")
-        .attr("class", "legendLinear")
-        .attr("transform", "translate(10,15)");
-        
-      var legend = d3.legendColor()
-        .labelFormat(d3.format(",.0f"))
-        .cells(9)
-        .labels([abbr_labels_dim[0],abbr_labels_dim[1],abbr_labels_dim[2],abbr_labels_dim[3],abbr_labels_dim[4],abbr_labels_dim[5],abbr_labels_dim[6],abbr_labels_dim[7],abbr_labels_dim[8]])
-        .title(points[j].DimON)
-        .scale(colorScale);
-
-      svg.select(".legendLinear")
-        .call(legend);
-      break;
-    } 
-}
-// This is for the legend
-for (var j=0; j < points.length; j++){
-if(temporal == 0 && points[j].DimON == null){
-    if (ColSizeSelector == "color"){
-      d3.select("#legend1").selectAll('*').remove();
-      var svg = d3.select("#legend1");
-  
-      svg.append("g")
-        .attr("class", "legendLinear")
-        .attr("transform", "translate(10,15)");
-  
-      var legend = d3.legendColor()
-        .labelFormat(d3.format(",.0f"))
-        .cells(9)
-        .labels([abbr_labels_beta[0],abbr_labels_beta[1],abbr_labels_beta[2],abbr_labels_beta[3],abbr_labels_beta[4],abbr_labels_beta[5],abbr_labels_beta[6],abbr_labels_beta[7],abbr_labels_beta[8]])
-        .title("1 / sigma")
-        .scale(colorScale);
-  
-      svg.select(".legendLinear")
-        .call(legend);
-      break;
-    } else {
-      d3.select("#legend1").selectAll('*').remove();
-      var svg = d3.select("#legend1");
-
-      svg.append("g")
-        .attr("class", "legendLinear")
-        .attr("transform", "translate(10,15)");
-
-      var legend = d3.legendColor()
-        .labelFormat(d3.format(".4f"))
-        .cells(9)
-        .labels([abbr_labels_cost[0],abbr_labels_cost[1],abbr_labels_cost[2],abbr_labels_cost[3],abbr_labels_cost[4],abbr_labels_cost[5],abbr_labels_cost[6],abbr_labels_cost[7],abbr_labels_cost[8]])
-        .title("KLD(P||Q)")
-        .scale(colorScale);
-
-      svg.select(".legendLinear")
-        .call(legend);
-      break;
-    }
-  }
-}
-
-function zoomHandler(d3_transform) {
-  let scale = d3_transform.k;
-  let x = -(d3_transform.x - viz_width/2) / scale;
-  let y = (d3_transform.y - dimensions/2) / scale;
-  let z = getZFromScale(scale);
-  camera.position.set(x, y, z);
-}
-
-function getScaleFromZ (camera_z_position) {
-  let half_fov = fov/2;
-  let half_fov_radians = toRadians(half_fov);
-  let half_fov_height = Math.tan(half_fov_radians) * camera_z_position;
-  let fov_height = half_fov_height * 2;
-  let scale = dimensions / fov_height; // Divide visualization height by height derived from field of view
-  return scale;
-}
-
-function getZFromScale(scale) {
-  let half_fov = fov/2;
-  let half_fov_radians = toRadians(half_fov);
-  let scale_height = dimensions / scale;
-  let camera_z_position = scale_height / (2 * Math.tan(half_fov_radians));
-  return camera_z_position;
-}
-
-function toRadians (angle) {
-  return angle * (Math.PI / 180);
-}
-
-// Hover and tooltip interaction
-
-raycaster = new THREE.Raycaster();
-raycaster.params.Points.threshold = 10;
-
-view.on("mousemove", () => {
-  let [mouseX, mouseY] = d3.mouse(view.node());
-  let mouse_position = [mouseX, mouseY];
-checkIntersects(mouse_position);
-});
-
-function mouseToThree(mouseX, mouseY) {
-  return new THREE.Vector3(
-    mouseX / viz_width * 2 - 1,
-    -(mouseY / dimensions) * 2 + 1,
-    1
-  );
-}
-function checkIntersects(mouse_position) {
-  let mouse_vector = mouseToThree(...mouse_position);
-  raycaster.setFromCamera(mouse_vector, camera);
-  let intersects = raycaster.intersectObject(particles);
-  if (intersects[0]) {
-    let sorted_intersects = sortIntersectsByDistanceToRay(intersects);
-    let intersect = sorted_intersects[0];
-    let index = intersect.index;
-    let datum = points[index];
-    highlightPoint(datum);
-    showTooltip(mouse_position, datum);
-  } else {
-    removeHighlights();
-    hideTooltip();
-  }
-}
-
-function sortIntersectsByDistanceToRay(intersects) {
-  return _.sortBy(intersects, "distanceToRay");
-}
-
-hoverContainer = new THREE.Object3D()
-scene.add(hoverContainer);
-
-function highlightPoint(datum) {
-  removeHighlights();
-  
-  let geometry = new THREE.Geometry();
-  geometry.vertices.push(
-    new THREE.Vector3(
-      (((datum.x/dimensions)*2) - 1)*dimensions,
-      (((datum.y/dimensions)*2) - 1)*dimensions*-1,
-      0
-    )
-  );
-
-  if (all_labels[0] == undefined){
-    var colorScaleCat = d3.scaleOrdinal(d3.schemeCategory10).domain(["No Category"]).range(["#0000ff"]);
-  }
-  else{
-    var colorScaleCat = d3.scaleOrdinal(d3.schemeCategory10).domain(all_labels);
-  }
-
-  geometry.colors = [ new THREE.Color(colorScaleCat(datum.name)) ];
-
-  let material = new THREE.PointsMaterial({
-    size: 26,
-    sizeAttenuation: false,
-    vertexColors: THREE.VertexColors,
-    map: circle_sprite,
-    transparent: true
-  });
-  
-  let point = new THREE.Points(geometry, material);
-  hoverContainer.add(point);
-}
-
-function removeHighlights() {
-  hoverContainer.remove(...hoverContainer.children);
-}
-
-view.on("mouseleave", () => {
-  removeHighlights()
-});
-
-// Initial tooltip state
-let tooltip_state = { display: "none" }
-let tooltip_dimensions;
-let tooltip_template = document.createRange().createContextualFragment(`<div id="tooltip" style="display: none; z-index: 2; position: absolute; pointer-events: none; font-size: 13px; width: 240px; text-align: center; line-height: 1; padding: 6px; background: white; font-family: sans-serif;">
-  <div id="point_tip" style="padding: 4px; margin-bottom: 4px;"></div>
-  <div id="group_tip" style="padding: 4px;"></div>
-</div>`);
-document.body.append(tooltip_template);
-
-let $tooltip = document.querySelector('#tooltip');
-let $point_tip = document.querySelector('#point_tip');
-let $group_tip = document.querySelector('#group_tip');
-
-function updateTooltip() {
-  if (all_labels[0] == undefined){
-    var colorScaleCat = d3.scaleOrdinal(d3.schemeCategory10).domain(["No Category"]).range(["#0000ff"]);
-  }
-  else{
-    var colorScaleCat = d3.scaleOrdinal(d3.schemeCategory10).domain(all_labels);
-  }
-  $tooltip.style.display = tooltip_state.display;
-  $tooltip.style.left = tooltip_state.left + 'px';
-  $tooltip.style.top = tooltip_state.top + 'px';
-  $point_tip.innerText = tooltip_state.name;
-  $point_tip.style.background = colorScaleCat(tooltip_state.color);
-  $group_tip.innerText = `Data set's features: ${tooltip_dimensions}`;
-}
-
-function showTooltip(mouse_position, datum) {
-  let tooltip_width = 240;
-  let x_offset = tooltip_width + tooltip_width;
-  let y_offset = 30;
-  tooltip_state.display = "block";
-  tooltip_state.left = mouse_position[0] + x_offset;
-  tooltip_state.top = mouse_position[1] + y_offset;
-  if (all_labels[0] == undefined){
-    tooltip_state.name = datum.id;
-    tooltip_state.color = datum.id;
-  } else{
-    tooltip_state.name = datum.name + " (" + datum.id + ")";
-    tooltip_state.color = datum.name;
-  }
-  tooltip_dimensions = [];
-  for (var i=0; i < ArrayContainsDataFeaturesCleared.length; i++){
-    if (datum.id == i){
-      for (var j=0; j < ArrayContainsDataFeaturesCleared[i].length; j++){
-        tooltip_dimensions.push(ArrayContainsDataFeaturesCleared[i][j]);
-      }
-    }
-  }
-  updateTooltip();
-}
-
-function hideTooltip() {
-  tooltip_state.display = "none";
-  updateTooltip();
-}
-
-  
-}
-
-  function getViewport() {
-
-    var viewPortWidth;
-    var viewPortHeight;
-  
-    // the more standards compliant browsers (mozilla/netscape/opera/IE7) use window.innerWidth and window.innerHeight
-    if (typeof window.innerWidth != 'undefined') {
-      viewPortWidth = window.innerWidth,
-      viewPortHeight = window.innerHeight
-    }
-  
-  // IE6 in standards compliant mode (i.e. with a valid doctype as the first line in the document)
-    else if (typeof document.documentElement != 'undefined'
-    && typeof document.documentElement.clientWidth !=
-    'undefined' && document.documentElement.clientWidth != 0) {
-      viewPortWidth = document.documentElement.clientWidth,
-      viewPortHeight = document.documentElement.clientHeight
-    }
-  
-    // older versions of IE
-    else {
-      viewPortWidth = document.getElementsByTagName('body')[0].clientWidth,
-      viewPortHeight = document.getElementsByTagName('body')[0].clientHeight
-    }
-    return [viewPortWidth, viewPortHeight];
- }
-
- 
-
- /*
-  var canvas = document.getElementById('modtSNEcanvas');
-  var gl = canvas.getContext('webgl');
-  // If we don't have a GL context, give up now
-
-  if (!gl) {
-    alert('Unable to initialize WebGL. Your browser or machine may not support it.');
-    return;
-  }
-
-  var ColSizeSelector = document.getElementById("param-neighborHood").value;
-
-  if (ColSizeSelector == "color") {
-      var max = (d3.max(final_dataset,function(d){ return d.beta; }));
-      var min = (d3.min(final_dataset,function(d){ return d.beta; }));
-      // colors
-      var colorbrewer = ["#ffffcc","#ffeda0","#fed976","#feb24c","#fd8d3c","#fc4e2a","#e31a1c","#bd0026","#800026"];
-      var calcStep = (max-min)/7;
-      var colorScale = d3.scaleLinear()
-        .domain(d3.range(0, max+calcStep, calcStep))
-        .range(colorbrewer);
-    
-      var maxSize1 = (d3.max(final_dataset,function(d){ return d.cost; }));
-      var minSize1 = (d3.min(final_dataset,function(d){ return d.cost; }));
-
-      var rscale1 = d3.scaleLinear()
-        .domain([minSize1, maxSize1])
-        .range([5,10]);
-
-      var colorScale = d3.scaleLinear()
-        .domain(d3.range(0, max+calcStep, calcStep))
-        .range(colorbrewer);
-
-      points = points.sort(function(a, b) {
-        return a.beta - b.beta;
-      })
-      var labels_beta = [];
-      var abbr_labels_beta = [];
-      labels_beta = d3.range(0, max+calcStep, calcStep);
-      for (var i=0; i<9; i++){
-        labels_beta[i] = parseInt(labels_beta[i]);
-        abbr_labels_beta[i] = abbreviateNumber(labels_beta[i]);
-      }
-      var svg = d3.select("#legend1");
-
-        svg.append("g")
-          .attr("class", "legendLinear")
-          .attr("transform", "translate(10,15)");
-    
-        var legend = d3.legendColor()
-          .labelFormat(d3.format(",.0f"))
-          .cells(9)
-          .labels([abbr_labels_beta[0],abbr_labels_beta[1],abbr_labels_beta[2],abbr_labels_beta[3],abbr_labels_beta[4],abbr_labels_beta[5],abbr_labels_beta[6],abbr_labels_beta[7],abbr_labels_beta[8]])
-          .title("1 / sigma")
-          .scale(colorScale);
-          
-        svg.select(".legendLinear")
-          .call(legend);
-  } else {
-    var max = (d3.max(final_dataset,function(d){ return d.cost; }));
-    var min = (d3.min(final_dataset,function(d){ return d.cost; }));
-
-    var maxSize2 = (d3.max(final_dataset,function(d){ return d.beta; }));
-    var minSize2 = (d3.min(final_dataset,function(d){ return d.beta; }));
-
-    var rscale2 = d3.scaleLinear()
-      .domain([minSize2, maxSize2])
-      .range([5,10]);
-
-    var colorbrewer = ["#ffffe5","#f7fcb9","#d9f0a3","#addd8e","#78c679","#41ab5d","#238443","#006837","#004529"];
-    var calcStep = (max-min)/9;
-    var colorScale = d3.scaleLinear()
-      .domain(d3.range(min, max, calcStep))
-      .range(colorbrewer);
-      
-      points = points.sort(function(a, b) {
-        return a.cost - b.cost;
-      })
-
-      var labels_cost = [];
-      var abbr_labels_cost = [];
-      labels_cost = d3.range(min, max, calcStep);
-      for (var i=0; i<9; i++){
-        labels_cost[i] = labels_cost[i].toFixed(5);
-        abbr_labels_cost[i] = abbreviateNumber(labels_cost[i]);
-      }
-
-      var svg = d3.select("#legend1");
-
-      svg.append("g")
-          .attr("class", "legendLinear")
-          .attr("transform", "translate(10,15)");
-
-      var legend = d3.legendColor()
-        .labelFormat(d3.format(",.5f"))
-        .cells(9)
-        .labels([abbr_labels_cost[0],abbr_labels_cost[1],abbr_labels_cost[2],abbr_labels_cost[3],abbr_labels_cost[4],abbr_labels_cost[5],abbr_labels_cost[6],abbr_labels_cost[7],abbr_labels_cost[8]])
-        .title("KLD(P||Q)")
-        .scale(colorScale);
-
-      svg.select(".legendLinear")
-        .call(legend);
-  }
-  
-  let vertices = [];
-  let colors = [];
-  let sizes = new Float32Array(points.length);
-  let tempSort = -1;
-
-  for (var i=0; i<points.length; i++){
-    if (points[i].DimON != null) {
-      tempSort = points[i].DimON.match(/\d+/)[0];
-    }
-  }
-  
-  if (tempSort != -1){
-    points = points.sort(function(a, b) {
-        return a[tempSort] - b[tempSort];
-    })
-  }
-  
-
-  for (var i=0; i<points.length; i++){
-    let singleObj = {};
-    // convert the position from pixels to 0.0 to 1.0
-   let zeroToOne = points[i].x / dimensions;
-   let zeroToOne2 = points[i].y / dimensions;
-
-   // convert from 0->1 to 0->2
-   let zeroToTwo = zeroToOne * 2.0;
-   let zeroToTwo2 = zeroToOne2 * 2.0;
-
-   // convert from 0->2 to -1->+1 (clipspace)
-   let clipSpace = zeroToTwo - 1.0;
-   let clipSpace2 = zeroToTwo2 - 1.0;
-    singleObj = clipSpace;
-    vertices.push(singleObj);
-    singleObj = clipSpace2 * -1;
-    vertices.push(singleObj);
-    singleObj = 0.0;
-    vertices.push(singleObj);
-  }
-
-  for (var i=0; i<points.length; i++){
-    let singleCol = {};
-
-    if (ColSizeSelector == "color"){
-      let singleSizeCol = rscale1(points[i].cost);
-      sizes[i] = singleSizeCol;
-    } else {
-      let singleSizeCol = rscale2(points[i].beta);
-      sizes[i] = singleSizeCol;
-    }
-
-    if (points[i].selected == false){
-      let colval = d3.rgb(211,211,211);
-      singleCol = colval.r/255;
-      colors.push(singleCol);
-      singleCol = colval.g/255;
-      colors.push(singleCol);
-      singleCol = colval.b/255;
-      colors.push(singleCol);
-    } else if (points[i].DimON != null) {
-      
-      let temp = points[i].DimON.match(/\d+/)[0];
-
-      var maxDim = (d3.max(points,function(d){ if(d.selected == true){return d[temp]}; }));
-      var minDim = (d3.min(points,function(d){ if(d.selected == true){return d[temp]}; }));  
-
-      let colorsBarChart = ['#fcfbfd','#efedf5','#dadaeb','#bcbddc','#9e9ac8','#807dba','#6a51a3','#54278f','#3f007d'];
-      var calcStepDim = (maxDim-minDim)/8;
-      var colorScaleDim = d3.scaleLinear()
-        .domain(d3.range(minDim, maxDim+calcStepDim, calcStepDim))
-        .range(colorsBarChart);
-
-      let colval = d3.rgb(colorScaleDim(points[i][temp]));
-      singleCol = colval.r/255;
-      colors.push(singleCol);
-      singleCol = colval.g/255;
-      colors.push(singleCol);
-      singleCol = colval.b/255;
-      colors.push(singleCol);
-        
-    } else if (ColSizeSelector == "color") {
-      let colval = d3.rgb(colorScale(points[i].beta));
-      singleCol = colval.r/255;
-      colors.push(singleCol);
-      singleCol = colval.g/255;
-      colors.push(singleCol);
-      singleCol = colval.b/255;
-      colors.push(singleCol);
-    }
-    else{
-      let colval = d3.rgb(colorScale(points[i].cost));
-      singleCol = colval.r/255;
-      colors.push(singleCol);
-      singleCol = colval.g/255;
-      colors.push(singleCol);
-      singleCol = colval.b/255;
-      colors.push(singleCol);
-    }
-  }
-
-  var temporal = 0;
-  for (var j=0; j < points.length; j++){
-    if(points[j].DimON != null) {
-          temporal = temporal + 1;
-          var labels_dim = [];
-          var abbr_labels_dim = [];
-          labels_dim = d3.range(minDim, maxDim+calcStepDim, calcStepDim);
-
-          for (var i=0; i<9; i++){
-            labels_dim[i] = labels_dim[i].toFixed(2);
-            abbr_labels_dim[i] = abbreviateNumber(labels_dim[i]);
-          }
-          d3.select("#legend1").selectAll('*').remove();
-          var svg = d3.select("#legend1");
-
-          svg.append("g")
-            .attr("class", "legendLinear")
-            .attr("transform", "translate(10,15)");
-            
-          var legend = d3.legendColor()
-            .labelFormat(d3.format(",.0f"))
-            .cells(9)
-            .labels([abbr_labels_dim[0],abbr_labels_dim[1],abbr_labels_dim[2],abbr_labels_dim[3],abbr_labels_dim[4],abbr_labels_dim[5],abbr_labels_dim[6],abbr_labels_dim[7],abbr_labels_dim[8]])
-            .title(points[j].DimON)
-            .scale(colorScaleDim);
-
-          svg.select(".legendLinear")
-            .call(legend);
-          break;
-        } 
-  }
-  for (var j=0; j < points.length; j++){
-    if(temporal == 0 && points[j].DimON == null){
-        if (ColSizeSelector == "color"){
-          d3.select("#legend1").selectAll('*').remove();
-          var svg = d3.select("#legend1");
-      
-          svg.append("g")
-            .attr("class", "legendLinear")
-            .attr("transform", "translate(10,15)");
-      
-          var legend = d3.legendColor()
-            .labelFormat(d3.format(",.0f"))
-            .cells(9)
-            .labels([abbr_labels_beta[0],abbr_labels_beta[1],abbr_labels_beta[2],abbr_labels_beta[3],abbr_labels_beta[4],abbr_labels_beta[5],abbr_labels_beta[6],abbr_labels_beta[7],abbr_labels_beta[8]])
-            .title("1 / sigma")
-            .scale(colorScale);
-      
-          svg.select(".legendLinear")
-            .call(legend);
-          break;
-        } else {
-          d3.select("#legend1").selectAll('*').remove();
-          var svg = d3.select("#legend1");
-
-          svg.append("g")
-            .attr("class", "legendLinear")
-            .attr("transform", "translate(10,15)");
-
-          var legend = d3.legendColor()
-            .labelFormat(d3.format(".4f"))
-            .cells(9)
-            .labels([abbr_labels_cost[0],abbr_labels_cost[1],abbr_labels_cost[2],abbr_labels_cost[3],abbr_labels_cost[4],abbr_labels_cost[5],abbr_labels_cost[6],abbr_labels_cost[7],abbr_labels_cost[8]])
-            .title("KLD(P||Q)")
-            .scale(colorScale);
-
-          svg.select(".legendLinear")
-            .call(legend);
-          break;
-        }
-      }
-    }
-  // Create an empty buffer object and store vertex data
-  var vertex_buffer = gl.createBuffer();
-  gl.bindBuffer(gl.ARRAY_BUFFER, vertex_buffer);
-  gl.bufferData(gl.ARRAY_BUFFER, new Float32Array(vertices), gl.STATIC_DRAW);
-  gl.bindBuffer(gl.ARRAY_BUFFER, null);
-
-  // Create an empty buffer object and store color data
-  var color_buffer = gl.createBuffer ();
-  gl.bindBuffer(gl.ARRAY_BUFFER, color_buffer);
-  gl.bufferData(gl.ARRAY_BUFFER, new Float32Array(colors), gl.STATIC_DRAW);
-
-  var size_buffer = gl.createBuffer();
-  gl.bindBuffer(gl.ARRAY_BUFFER, size_buffer);
-  gl.bufferData(gl.ARRAY_BUFFER, sizes, gl.STATIC_DRAW);
-
-  // Increase/reduce size factor selected by the user
-  var limitdist = document.getElementById("param-lim-value").value;
-  limitdist = parseFloat(limitdist).toFixed(1);
-
-  // vertex shader source code
-  var vertCode = 'attribute vec3 coordinates;'+
-    'attribute float vSizes;'+
-    'attribute vec3 color;'+
-    'varying vec3 vColor;'+
-    'void main(void) {' +
-       'gl_Position = vec4(coordinates, 1.0);' +
-       'vColor = color;'+
-       'gl_PointSize = '+ limitdist + '*vSizes;'+
-    '}';
-
-  // Create a vertex shader object
-  var vertShader = gl.createShader(gl.VERTEX_SHADER);
-
-  // Attach vertex shader source code
-  gl.shaderSource(vertShader, vertCode);
-
-  // Compile the vertex shader
-  gl.compileShader(vertShader);
-
-  // fragment shader source code
-    var fragCode = `
-    #ifdef GL_OES_standard_derivatives
-    #extension GL_OES_standard_derivatives : enable
-    #endif
-
-    precision mediump float;
-    varying  vec3 vColor;
-
-    void main()
-    {
-        float r = 0.0, delta = 0.0, alpha = 1.0;
-        vec2 cxy = 2.0 * gl_PointCoord - 1.0;
-        r = dot(cxy, cxy);
-    #ifdef GL_OES_standard_derivatives
-        delta = fwidth(r);
-        alpha = 1.0 - smoothstep(1.0 - delta, 1.0 + delta, r);
-    #endif
-
-    gl_FragColor = vec4(vColor, alpha);
-    gl_FragColor.rgb *= gl_FragColor.a;
-    }`;
-
-    gl.getExtension('OES_standard_derivatives');
-
-  // Create fragment shader object
-  var fragShader = gl.createShader(gl.FRAGMENT_SHADER);
-
-  // Attach fragment shader source code
-  gl.shaderSource(fragShader, fragCode);
-
-  // Compile the fragmentt shader
-  gl.compileShader(fragShader);
-
-  // Create a shader program object to
-  // store the combined shader program
-  var shaderProgram = gl.createProgram();
-
-  // Attach a vertex shader
-  gl.attachShader(shaderProgram, vertShader);
-
-  // Attach a fragment shader
-  gl.attachShader(shaderProgram, fragShader);
-
-  // Link both the programs
-  gl.linkProgram(shaderProgram);
-
-  // Use the combined shader program object
-  gl.useProgram(shaderProgram);
-
-
-
-  // Bind vertex buffer object
-  gl.bindBuffer(gl.ARRAY_BUFFER, vertex_buffer);
-
-  // Get the attribute location
-  var coord = gl.getAttribLocation(shaderProgram, "coordinates");
-
-  // point an attribute to the currently bound VBO
-  gl.vertexAttribPointer(coord, 3, gl.FLOAT, false, 0, 0);
-
-  // Enable the attribute
-  gl.enableVertexAttribArray(coord);
-
-  // bind the color buffer
-  gl.bindBuffer(gl.ARRAY_BUFFER, color_buffer);
-
-  // get the attribute location
-  var color = gl.getAttribLocation(shaderProgram, "color");
-
-  // point attribute to the volor buffer object
-  gl.vertexAttribPointer(color, 3, gl.FLOAT, false, 0, 0) ;
-
-  // enable the color attribute
-  gl.enableVertexAttribArray(color);
-
-  gl.bindBuffer(gl.ARRAY_BUFFER, size_buffer);
-
-  var vSize = gl.getAttribLocation(shaderProgram, "vSizes");
-
-  gl.vertexAttribPointer(vSize, 1, gl.FLOAT, false, 0, 0);
-
-  gl.enableVertexAttribArray(vSize);
-
-  // Clear the canvas
-  gl.clearColor(1.0, 1.0, 1.0, 1.0);
-
-  gl.enable( gl.BLEND );
-  gl.blendFunc( gl.SRC_ALPHA, gl.ONE_MINUS_SRC_ALPHA );
-
-  gl.disable(gl.DEPTH_TEST);
-
-  // Clear the color buffer bit
-  gl.clear(gl.COLOR_BUFFER_BIT);
-
-  resize(gl.canvas);
-
-  gl.viewport(0, 0, dimensions, dimensions);
-  
-  //Draw the triangle
-  gl.drawArrays(gl.POINTS, 0, points.length);
-*/
diff --git a/js/tsne_vis.js b/js/tsne_vis.js
index 286c4b4..edc145e 100755
--- a/js/tsne_vis.js
+++ b/js/tsne_vis.js
@@ -524,7 +524,6 @@ function init(data, results_all, fields) {
       tsne.initDataDist(dists); // Init t-SNE with dists.
       for(var i = 0; i < final_dataset.length; i++) {final_dataset[i].beta = tsne.beta[i]; beta_all[i] = tsne.beta[i];} // Calculate beta and bring it back from the t-SNE algorithm.
     }
-
     var object;
     all_labels = [];
     // Get the dimension that contains an asterisk mark ("*"). This is our classification label.