Scenario. ChocoYum is a company that makes novelty chocolate bars. They have three types of mould that chocolate is poured into to create chocolate bars with different shapes. The company has three employees that work with the moulds. Recently concerns have been raised about an increasing number of misshapen chocolate bars that do not pass quality inspection. Data has been collected on the following attributes of the chocolate bars (see the file ChocoYumxls). ID An identication number for the chocolate bar MOULD The mould used to create the shape of the chocolate bar (frog, koala, or plain) EMPLOYEE The employee that made the chocolate bar (Avery, Bastien, or Conchita) WEIGHT Weight ofthe bar in grams QUALITY If the bar was deemed to pass quality inspection or not The manager of ChocoYum is concerned that Bastien's bars have a higher defect rate than either of Avery' s or Conchita's. However, it is possible that other variables may impact this finding. Your role is to investigate the data. ID Mould Employee Weight Quality 1 frog Avery 102,051 okay 2 frog Avery 101,276 okay 3 frog Avery 101,761 okay 4 frog Avery 100,514 okay 5 frog Avery 97,0286 okay 6 frog Avery 99,853 okay 7 frog Avery 100,873 okay 8 frog Avery 100,501 okay 9 frog Avery 100,898 okay 10 frog Avery 100,001 okay 11 frog Avery 99,3634 okay 12 frog Avery 99,2895 okay 13 frog Avery 99,3035 okay 14 frog Avery 99,3239 okay 15 frog Avery 98,5662 okay 16 frog Avery 102,813 okay 17 frog Avery 102,956 okay 18 frog Avery 98,6103 okay 19 frog Avery 101,32 okay 20 frog Avery 98,5231 okay 21 frog Avery 97,8143 okay 22 frog Avery 100,827 okay 23 frog Avery 98,2314 okay 24 frog Avery 99,3918 okay 25 frog Avery 97,8051 okay 26 frog Avery 98,5398 okay 27 frog Avery 100,578 okay 28 frog Avery 100,365 okay 29 frog Avery 102,329 okay 30 frog Avery 99,9662 okay 31 frog Avery 102,429 okay 32 frog Avery 98,848 okay 33 frog Avery 100,597 okay 34 frog Avery 98,4924 okay 35 frog Avery 97,6168 okay 36 frog Avery 95,1932 defective 37 frog Avery 100,442 okay 38 frog Avery 100,154 okay 39 frog Avery 98,6812 okay 40 frog Avery 98,0295 okay 41 frog Conchita 97,2576 okay 42 frog Conchita 98,8357 okay 43 frog Conchita 100,869 okay 44 frog Conchita 102,159 okay 45 frog Conchita 102,696 okay 46 frog Conchita 102,65 okay 47 frog Conchita 102,85 okay 48 frog Conchita 99,5239 okay 49 frog Conchita 99,5821 okay 50 frog Conchita 98,2135 okay 51 frog Conchita 99,215 okay 52 frog Conchita 100,302 okay 53 frog Conchita 98,5528 okay 54 frog Conchita 101,159 okay 55 frog Conchita 100,346 okay 56 frog Conchita 102,608 okay 57 frog Conchita 100,482 okay 58 frog Conchita 96,0579 defective 59 frog Conchita 100,066 okay 60 frog Conchita 98,1011 okay 61 frog Conchita 97,0513 okay 62 frog Conchita 99,1086 okay 63 frog Conchita 99,2148 okay 64 frog Conchita 95,8368 defective 65 frog Conchita 97,8471 okay 66 frog Conchita 102,386 okay 67 frog Conchita 102,024 okay 68 frog Conchita 97,6759 okay 69 frog Conchita 100,174 okay 70 frog Conchita 102,556 okay 71 frog Conchita 100,712 okay 72 frog Conchita 102,725 okay 73 frog Conchita 100,669 okay 74 frog Conchita 103,023 defective75 frog Conchita 100,132 okay 76 frog Conchita 100,76 okay 77 frog Conchita 101,828 okay 78 frog Conchita 100,62 okay 79 frog Conchita 100,69 okay 80 frog Conchita 98,4703 okay 81 plain Avery 102,173 okay 82 plain Avery 102,627 okay 83 plain Avery 106,803 defective 84 plain Avery 96,6087 defective 85 plain Avery 97,4839 okay 86 plain Avery 104,598 defective 87 plain Avery 102,158 okay 88 plain Avery 96,9146 defective 89 plain Avery 99,4873 okay 90 plain Avery 103,57 defective 91 plain Avery 99,1283 okay 92 plain Avery 102,424 okay 93 plain Avery 98,9275 okay 94 plain Avery 98,4771 okay 95 plain Avery 98,8729 okay 96 plain Avery 102,515 okay 97 plain Avery 100,559 okay 98 plain Avery 97,4115 okay 99 plain Avery 93,0803 defective 100 plain Avery 104,57 defective 101 plain Avery 100,092 okay 102 plain Avery 95,9053 defective 103 plain Avery 104,704 defective 104 plain Avery 102,272 okay 105 plain Avery 99,8695 okay 106 plain Avery 101,384 okay 107 plain Avery 94,3665 defective 108 plain Avery 98,453 okay 109 plain Avery 98,1104 okay 110 plain Avery 97,8965 okay 111 plain Avery 100,954 okay 112 plain Avery 96,6734 defective 113 plain Avery 100,005 okay 114 plain Avery 102,038 okay 115 plain Avery 101,764 okay 116 plain Avery 98,3994 okay 117 plain Avery 101,583 okay 118 plain Avery 100,244 okay 119 plain Avery 104,148 defective 120 plain Avery 100,861 okay 121 plain Bastien 106,218 defective 122 plain Bastien 103,802 defective 123 plain Bastien 97,0369 okay 124 plain Bastien 100,678 okay 125 plain Bastien 100,38 okay 126 plain Bastien 104,423 defective 127 plain Bastien 103,267 defective 128 plain Bastien 98,4824 okay 129 plain Bastien 92,3243 defective 130 plain Bastien 96,1482 defective 131 plain Bastien 101,731 okay 132 plain Bastien 104,904 defective 133 plain Bastien 95,2089 defective 134 plain Bastien 99,9917 okay 135 plain Bastien 98,3294 okay 136 plain Bastien 99,982 okay 137 plain Bastien 99,7112 okay 138 plain Bastien 94,7545 defective 139 plain Bastien 102,926 okay 140 plain Bastien 101,452 okay 141 plain Bastien 101,982 okay 142 plain Bastien 103,941 defective 143 plain Bastien 97,6613 okay 144 plain Bastien 98,896 okay 145 plain Bastien 100,263 okay 146 plain Bastien 97,6936 okay 147 plain Bastien 95,0167 defective 148 plain Bastien 98,2729 okay 149 plain Bastien 104,158 defective\f224 koala Conchita 99,4684 okay 225 koala Conchita 99,3631 okay 226 koala Conchita 100,22 okay 227 koala Conchita 102,027 okay 228 koala Conchita 98,6739 okay 229 koala Conchita 102, 448 okay 230 koala Conchita 103,33 defective 231 koala Conchita 101,79 okay 232 koala Conchita 100,812 okay 233 koala Conchita 101,834 okay 234 koala Conchita 98,7507 okay 235 koala Conchita 103,544 defective 236 koala Conchita 100,104 okay 237 koala Conchita 102,147 okay 238 koala Conchita 103,524 defective 239 koala Conchita 104,037 defective 240 koala Conchita 105,617 defective