Hello,

Can you please help me

copy both R codes and answer please! Data is below

A-

1. Import"carseats.txt"to R and assign it tocarseats. How many observations are in thecarseats?
2. We want to compare whether there is aPricedifference between stores in the US and stores that are not in the US. Which plot would best show that? Provide appropriate visualization. What can you conclude from your plot?

B-

1. Find the meanPricefor the stores in the US and for the stores not in the US respectively.
2. Run chi-square test to find relation betweenUSandUrban. State the null and alternative hypothesis. Find chi-square test statistic and corresponding p-value. Compare p-value to significance level (0.05) and make your decision. Make your final conclusion.

"Sales" "CompPrice" "Income" "Advertising" "Population" "Price" "ShelveLoc" "Age" "Education" "Urban" "US" "1" 9.5 138 73 11 276 120 "Bad" 42 17 "Yes" "Yes" "2" 11.22 111 48 16 260 83 "Good" 65 10 "Yes" "Yes" "3" 10.06 113 35 10 269 80 "Medium" 59 12 "Yes" "Yes" "4" 7.4 117 100 4 466 97 "Medium" 55 14 "Yes" "Yes" "5" 4.15 141 64 3 340 128 "Bad" 38 13 "Yes" "No" "6" 10.81 124 113 13 501 72 "Bad" 78 16 "No" "Yes" "7" 6.63 115 105 0 45 108 "Medium" 71 15 "Yes" "No" "8" 11.85 136 81 15 425 120 "Good" 67 10 "Yes" "Yes" "9" 6.54 132 110 0 108 124 "Medium" 76 10 "No" "No" "10" 4.69 132 113 0 131 124 "Medium" 76 17 "No" "Yes" "11" 9.01 121 78 9 150 100 "Bad" 26 10 "No" "Yes" "12" 11.96 117 94 4 503 94 "Good" 50 13 "Yes" "Yes" "13" 3.98 122 35 2 393 136 "Medium" 62 18 "Yes" "No" "14" 10.96 115 28 11 29 86 "Good" 53 18 "Yes" "Yes" "15" 11.17 107 117 11 148 118 "Good" 52 18 "Yes" "Yes" "16" 8.71 149 95 5 400 144 "Medium" 76 18 "No" "No" "17" 7.58 118 32 0 284 110 "Good" 63 13 "Yes" "No" "18" 12.29 147 74 13 251 131 "Good" 52 10 "Yes" "Yes" "19" 13.91 110 110 0 408 68 "Good" 46 17 "No" "Yes" "20" 8.73 129 76 16 58 121 "Medium" 69 12 "Yes" "Yes" "21" 6.41 125 90 2 367 131 "Medium" 35 18 "Yes" "Yes" "22" 12.13 134 29 12 239 109 "Good" 62 18 "No" "Yes" "23" 5.08 128 46 6 497 138 "Medium" 42 13 "Yes" "No" "24" 5.87 121 31 0 292 109 "Medium" 79 10 "Yes" "No" "25" 10.14 145 119 16 294 113 "Bad" 42 12 "Yes" "Yes" "26" 14.9 139 32 0 176 82 "Good" 54 11 "No" "No" "27" 8.33 107 115 11 496 131 "Good" 50 11 "No" "Yes" "28" 5.27 98 118 0 19 107 "Medium" 64 17 "Yes" "No" "29" 2.99 103 74 0 359 97 "Bad" 55 11 "Yes" "Yes" "30" 7.81 104 99 15 226 102 "Bad" 58 17 "Yes" "Yes" "31" 13.55 125 94 0 447 89 "Good" 30 12 "Yes" "No" "32" 8.25 136 58 16 241 131 "Medium" 44 18 "Yes" "Yes" "33" 6.2 107 32 12 236 137 "Good" 64 10 "No" "Yes" "34" 8.77 114 38 13 317 128 "Good" 50 16 "Yes" "Yes" "35" 2.67 115 54 0 406 128 "Medium" 42 17 "Yes" "Yes" "36" 11.07 131 84 11 29 96 "Medium" 44 17 "No" "Yes" "37" 8.89 122 76 0 270 100 "Good" 60 18 "No" "No" "38" 4.95 121 41 5 412 110 "Medium" 54 10 "Yes" "Yes" "39" 6.59 109 73 0 454 102 "Medium" 65 15 "Yes" "No" "40" 3.24 130 60 0 144 138 "Bad" 38 10 "No" "No" "41" 2.07 119 98 0 18 126 "Bad" 73 17 "No" "No" "42" 7.96 157 53 0 403 124 "Bad" 58 16 "Yes" "No" "43" 10.43 77 69 0 25 24 "Medium" 50 18 "Yes" "No" "44" 4.12 123 42 11 16 134 "Medium" 59 13 "Yes" "Yes" "45" 4.16 85 79 6 325 95 "Medium" 69 13 "Yes" "Yes" "46" 4.56 141 63 0 168 135 "Bad" 44 12 "Yes" "Yes" "47" 12.44 127 90 14 16 70 "Medium" 48 15 "No" "Yes" "48" 4.38 126 98 0 173 108 "Bad" 55 16 "Yes" "No" "49" 3.91 116 52 0 349 98 "Bad" 69 18 "Yes" "No" "50" 10.61 157 93 0 51 149 "Good" 32 17 "Yes" "No" "51" 1.42 99 32 18 341 108 "Bad" 80 16 "Yes" "Yes" "52" 4.42 121 90 0 150 108 "Bad" 75 16 "Yes" "No" "53" 7.91 153 40 3 112 129 "Bad" 39 18 "Yes" "Yes" "54" 6.92 109 64 13 39 119 "Medium" 61 17 "Yes" "Yes" "55" 4.9 134 103 13 25 144 "Medium" 76 17 "No" "Yes" "56" 6.85 143 81 5 60 154 "Medium" 61 18 "Yes" "Yes" "57" 11.91 133 82 0 54 84 "Medium" 50 17 "Yes" "No" "58" 0.91 93 91 0 22 117 "Bad" 75 11 "Yes" "No" "59" 5.42 103 93 15 188 103 "Bad" 74 16 "Yes" "Yes" "60" 5.21 118 71 4 148 114 "Medium" 80 13 "Yes" "No" "61" 8.32 122 102 19 469 123 "Bad" 29 13 "Yes" "Yes" "62" 7.32 105 32 0 358 107 "Medium" 26 13 "No" "No" "63" 1.82 139 45 0 146 133 "Bad" 77 17 "Yes" "Yes" "64" 8.47 119 88 10 170 101 "Medium" 61 13 "Yes" "Yes" "65" 7.8 100 67 12 184 104 "Medium" 32 16 "No" "Yes" "66" 4.9 122 26 0 197 128 "Medium" 55 13 "No" "No" "67" 8.85 127 92 0 508 91 "Medium" 56 18 "Yes" "No" "68" 9.01 126 61 14 152 115 "Medium" 47 16 "Yes" "Yes" "69" 13.39 149 69 20 366 134 "Good" 60 13 "Yes" "Yes" "70" 7.99 127 59 0 339 99 "Medium" 65 12 "Yes" "No" "71" 9.46 89 81 15 237 99 "Good" 74 12 "Yes" "Yes" "72" 6.5 148 51 16 148 150 "Medium" 58 17 "No" "Yes" "73" 5.52 115 45 0 432 116 "Medium" 25 15 "Yes" "No" "74" 12.61 118 90 10 54 104 "Good" 31 11 "No" "Yes" "75" 6.2 150 68 5 125 136 "Medium" 64 13 "No" "Yes" "76" 8.55 88 111 23 480 92 "Bad" 36 16 "No" "Yes" "77" 10.64 102 87 10 346 70 "Medium" 64 15 "Yes" "Yes" "78" 7.7 118 71 12 44 89 "Medium" 67 18 "No" "Yes" "79" 4.43 134 48 1 139 145 "Medium" 65 12 "Yes" "Yes" "80" 9.14 134 67 0 286 90 "Bad" 41 13 "Yes" "No" "81" 8.01 113 100 16 353 79 "Bad" 68 11 "Yes" "Yes" "82" 7.52 116 72 0 237 128 "Good" 70 13 "Yes" "No" "83" 11.62 151 83 4 325 139 "Good" 28 17 "Yes" "Yes" "84" 4.42 109 36 7 468 94 "Bad" 56 11 "Yes" "Yes" "85" 2.23 111 25 0 52 121 "Bad" 43 18 "No" "No" "86" 8.47 125 103 0 304 112 "Medium" 49 13 "No" "No" "87" 8.7 150 84 9 432 134 "Medium" 64 15 "Yes" "No" "88" 11.7 131 67 7 272 126 "Good" 54 16 "No" "Yes" "89" 6.56 117 42 7 144 111 "Medium" 62 10 "Yes" "Yes" "90" 7.95 128 66 3 493 119 "Medium" 45 16 "No" "No" "91" 5.33 115 22 0 491 103 "Medium" 64 11 "No" "No" "92" 4.81 97 46 11 267 107 "Medium" 80 15 "Yes" "Yes" "93" 4.53 114 113 0 97 125 "Medium" 29 12 "Yes" "No" "94" 8.86 145 30 0 67 104 "Medium" 55 17 "Yes" "No" "95" 8.39 115 97 5 134 84 "Bad" 55 11 "Yes" "Yes" "96" 5.58 134 25 10 237 148 "Medium" 59 13 "Yes" "Yes" "97" 9.48 147 42 10 407 132 "Good" 73 16 "No" "Yes" "98" 7.45 161 82 5 287 129 "Bad" 33 16 "Yes" "Yes" "99" 12.49 122 77 24 382 127 "Good" 36 16 "No" "Yes" "100" 4.88 121 47 3 220 107 "Bad" 56 16 "No" "Yes" "101" 4.11 113 69 11 94 106 "Medium" 76 12 "No" "Yes" "102" 6.2 128 93 0 89 118 "Medium" 34 18 "Yes" "No" "103" 5.3 113 22 0 57 97 "Medium" 65 16 "No" "No" "104" 5.07 123 91 0 334 96 "Bad" 78 17 "Yes" "Yes" "105" 4.62 121 96 0 472 138 "Medium" 51 12 "Yes" "No" "106" 5.55 104 100 8 398 97 "Medium" 61 11 "Yes" "Yes" "107" 0.16 102 33 0 217 139 "Medium" 70 18 "No" "No" "108" 8.55 134 107 0 104 108 "Medium" 60 12 "Yes" "No" "109" 3.47 107 79 2 488 103 "Bad" 65 16 "Yes" "No" "110" 8.98 115 65 0 217 90 "Medium" 60 17 "No" "No" "111" 9 128 62 7 125 116 "Medium" 43 14 "Yes" "Yes" "112" 6.62 132 118 12 272 151 "Medium" 43 14 "Yes" "Yes" "113" 6.67 116 99 5 298 125 "Good" 62 12 "Yes" "Yes" "114" 6.01 131 29 11 335 127 "Bad" 33 12 "Yes" "Yes" "115" 9.31 122 87 9 17 106 "Medium" 65 13 "Yes" "Yes" "116" 8.54 139 35 0 95 129 "Medium" 42 13 "Yes" "No" "117" 5.08 135 75 0 202 128 "Medium" 80 10 "No" "No" "118" 8.8 145 53 0 507 119 "Medium" 41 12 "Yes" "No" "119" 7.57 112 88 2 243 99 "Medium" 62 11 "Yes" "Yes" "120" 7.37 130 94 8 137 128 "Medium" 64 12 "Yes" "Yes" "121" 6.87 128 105 11 249 131 "Medium" 63 13 "Yes" "Yes" "122" 11.67 125 89 10 380 87 "Bad" 28 10 "Yes" "Yes" "123" 6.88 119 100 5 45 108 "Medium" 75 10 "Yes" "Yes" "124" 8.19 127 103 0 125 155 "Good" 29 15 "No" "Yes" "125" 8.87 131 113 0 181 120 "Good" 63 14 "Yes" "No" "126" 9.34 89 78 0 181 49 "Medium" 43 15 "No" "No" "127" 11.27 153 68 2 60 133 "Good" 59 16 "Yes" "Yes" "128" 6.52 125 48 3 192 116 "Medium" 51 14 "Yes" "Yes" "129" 4.96 133 100 3 350 126 "Bad" 55 13 "Yes" "Yes" "130" 4.47 143 120 7 279 147 "Bad" 40 10 "No" "Yes" "131" 8.41 94 84 13 497 77 "Medium" 51 12 "Yes" "Yes" "132" 6.5 108 69 3 208 94 "Medium" 77 16 "Yes" "No" "133" 9.54 125 87 9 232 136 "Good" 72 10 "Yes" "Yes" "134" 7.62 132 98 2 265 97 "Bad" 62 12 "Yes" "Yes" "135" 3.67 132 31 0 327 131 "Medium" 76 16 "Yes" "No" "136" 6.44 96 94 14 384 120 "Medium" 36 18 "No" "Yes" "137" 5.17 131 75 0 10 120 "Bad" 31 18 "No" "No" "138" 6.52 128 42 0 436 118 "Medium" 80 11 "Yes" "No" "139" 10.27 125 103 12 371 109 "Medium" 44 10 "Yes" "Yes" "140" 12.3 146 62 10 310 94 "Medium" 30 13 "No" "Yes" "141" 6.03 133 60 10 277 129 "Medium" 45 18 "Yes" "Yes" "142" 6.53 140 42 0 331 131 "Bad" 28 15 "Yes" "No" "143" 7.44 124 84 0 300 104 "Medium" 77 15 "Yes" "No" "144" 0.53 122 88 7 36 159 "Bad" 28 17 "Yes" "Yes" "145" 9.09 132 68 0 264 123 "Good" 34 11 "No" "No" "146" 8.77 144 63 11 27 117 "Medium" 47 17 "Yes" "Yes" "147" 3.9 114 83 0 412 131 "Bad" 39 14 "Yes" "No" "148" 10.51 140 54 9 402 119 "Good" 41 16 "No" "Yes" "149" 7.56 110 119 0 384 97 "Medium" 72 14 "No" "Yes" "150" 11.48 121 120 13 140 87 "Medium" 56 11 "Yes" "Yes" "151" 10.49 122 84 8 176 114 "Good" 57 10 "No" "Yes" "152" 10.77 111 58 17 407 103 "Good" 75 17 "No" "Yes" "153" 7.64 128 78 0 341 128 "Good" 45 13 "No" "No" "154" 5.93 150 36 7 488 150 "Medium" 25 17 "No" "Yes" "155" 6.89 129 69 10 289 110 "Medium" 50 16 "No" "Yes" "156" 7.71 98 72 0 59 69 "Medium" 65 16 "Yes" "No" "157" 7.49 146 34 0 220 157 "Good" 51 16 "Yes" "No" "158" 10.21 121 58 8 249 90 "Medium" 48 13 "No" "Yes" "159" 12.53 142 90 1 189 112 "Good" 39 10 "No" "Yes" "160" 9.32 119 60 0 372 70 "Bad" 30 18 "No" "No" "161" 4.67 111 28 0 486 111 "Medium" 29 12 "No" "No" "162" 2.93 143 21 5 81 160 "Medium" 67 12 "No" "Yes" "163" 3.63 122 74 0 424 149 "Medium" 51 13 "Yes" "No" "164" 5.68 130 64 0 40 106 "Bad" 39 17 "No" "No" "165" 8.22 148 64 0 58 141 "Medium" 27 13 "No" "Yes" "166" 0.37 147 58 7 100 191 "Bad" 27 15 "Yes" "Yes" "167" 6.71 119 67 17 151 137 "Medium" 55 11 "Yes" "Yes" "168" 6.71 106 73 0 216 93 "Medium" 60 13 "Yes" "No" "169" 7.3 129 89 0 425 117 "Medium" 45 10 "Yes" "No" "170" 11.48 104 41 15 492 77 "Good" 73 18 "Yes" "Yes" "171" 8.01 128 39 12 356 118 "Medium" 71 10 "Yes" "Yes" "172" 12.49 93 106 12 416 55 "Medium" 75 15 "Yes" "Yes" "173" 9.03 104 102 13 123 110 "Good" 35 16 "Yes" "Yes" "174" 6.38 135 91 5 207 128 "Medium" 66 18 "Yes" "Yes" "175" 0 139 24 0 358 185 "Medium" 79 15 "No" "No" "176" 7.54 115 89 0 38 122 "Medium" 25 12 "Yes" "No" "177" 5.61 138 107 9 480 154 "Medium" 47 11 "No" "Yes" "178" 10.48 138 72 0 148 94 "Medium" 27 17 "Yes" "Yes" "179" 10.66 104 71 14 89 81 "Medium" 25 14 "No" "Yes" "180" 7.78 144 25 3 70 116 "Medium" 77 18 "Yes" "Yes" "181" 4.94 137 112 15 434 149 "Bad" 66 13 "Yes" "Yes" "182" 7.43 121 83 0 79 91 "Medium" 68 11 "Yes" "No" "183" 4.74 137 60 4 230 140 "Bad" 25 13 "Yes" "No" "184" 5.32 118 74 6 426 102 "Medium" 80 18 "Yes" "Yes" "185" 9.95 132 33 7 35 97 "Medium" 60 11 "No" "Yes" "186" 10.07 130 100 11 449 107 "Medium" 64 10 "Yes" "Yes" "187" 8.68 120 51 0 93 86 "Medium" 46 17 "No" "No" "188" 6.03 117 32 0 142 96 "Bad" 62 17 "Yes" "No" "189" 8.07 116 37 0 426 90 "Medium" 76 15 "Yes" "No" "190" 12.11 118 117 18 509 104 "Medium" 26 15 "No" "Yes" "191" 8.79 130 37 13 297 101 "Medium" 37 13 "No" "Yes" "192" 6.67 156 42 13 170 173 "Good" 74 14 "Yes" "Yes" "193" 7.56 108 26 0 408 93 "Medium" 56 14 "No" "No" "194" 13.28 139 70 7 71 96 "Good" 61 10 "Yes" "Yes" "195" 7.23 112 98 18 481 128 "Medium" 45 11 "Yes" "Yes" "196" 4.19 117 93 4 420 112 "Bad" 66 11 "Yes" "Yes" "197" 4.1 130 28 6 410 133 "Bad" 72 16 "Yes" "Yes" "198" 2.52 124 61 0 333 138 "Medium" 76 16 "Yes" "No" "199" 3.62 112 80 5 500 128 "Medium" 69 10 "Yes" "Yes" "200" 6.42 122 88 5 335 126 "Medium" 64 14 "Yes" "Yes" "201" 5.56 144 92 0 349 146 "Medium" 62 12 "No" "No" "202" 5.94 138 83 0 139 134 "Medium" 54 18 "Yes" "No" "203" 4.1 121 78 4 413 130 "Bad" 46 10 "No" "Yes" "204" 2.05 131 82 0 132 157 "Bad" 25 14 "Yes" "No" "205" 8.74 155 80 0 237 124 "Medium" 37 14 "Yes" "No" "206" 5.68 113 22 1 317 132 "Medium" 28 12 "Yes" "No" "207" 4.97 162 67 0 27 160 "Medium" 77 17 "Yes" "Yes" "208" 8.19 111 105 0 466 97 "Bad" 61 10 "No" "No" "209" 7.78 86 54 0 497 64 "Bad" 33 12 "Yes" "No" "210" 3.02 98 21 11 326 90 "Bad" 76 11 "No" "Yes" "211" 4.36 125 41 2 357 123 "Bad" 47 14 "No" "Yes" "212" 9.39 117 118 14 445 120 "Medium" 32 15 "Yes" "Yes" "213" 12.04 145 69 19 501 105 "Medium" 45 11 "Yes" "Yes" "214" 8.23 149 84 5 220 139 "Medium" 33 10 "Yes" "Yes" "215" 4.83 115 115 3 48 107 "Medium" 73 18 "Yes" "Yes" "216" 2.34 116 83 15 170 144 "Bad" 71 11 "Yes" "Yes" "217" 5.73 141 33 0 243 144 "Medium" 34 17 "Yes" "No" "218" 4.34 106 44 0 481 111 "Medium" 70 14 "No" "No" "219" 9.7 138 61 12 156 120 "Medium" 25 14 "Yes" "Yes" "220" 10.62 116 79 19 359 116 "Good" 58 17 "Yes" "Yes" "221" 10.59 131 120 15 262 124 "Medium" 30 10 "Yes" "Yes" "222" 6.43 124 44 0 125 107 "Medium" 80 11 "Yes" "No" "223" 7.49 136 119 6 178 145 "Medium" 35 13 "Yes" "Yes" "224" 3.45 110 45 9 276 125 "Medium" 62 14 "Yes" "Yes" "225" 4.1 134 82 0 464 141 "Medium" 48 13 "No" "No" "226" 6.68 107 25 0 412 82 "Bad" 36 14 "Yes" "No" "227" 7.8 119 33 0 245 122 "Good" 56 14 "Yes" "No" "228" 8.69 113 64 10 68 101 "Medium" 57 16 "Yes" "Yes" "229" 5.4 149 73 13 381 163 "Bad" 26 11 "No" "Yes" "230" 11.19 98 104 0 404 72 "Medium" 27 18 "No" "No" "231" 5.16 115 60 0 119 114 "Bad" 38 14 "No" "No" "232" 8.09 132 69 0 123 122 "Medium" 27 11 "No" "No" "233" 13.14 137 80 10 24 105 "Good" 61 15 "Yes" "Yes" "234" 8.65 123 76 18 218 120 "Medium" 29 14 "No" "Yes" "235" 9.43 115 62 11 289 129 "Good" 56 16 "No" "Yes" "236" 5.53 126 32 8 95 132 "Medium" 50 17 "Yes" "Yes" "237" 9.32 141 34 16 361 108 "Medium" 69 10 "Yes" "Yes" "238" 9.62 151 28 8 499 135 "Medium" 48 10 "Yes" "Yes" "239" 7.36 121 24 0 200 133 "Good" 73 13 "Yes" "No" "240" 3.89 123 105 0 149 118 "Bad" 62 16 "Yes" "Yes" "241" 10.31 159 80 0 362 121 "Medium" 26 18 "Yes" "No" "242" 12.01 136 63 0 160 94 "Medium" 38 12 "Yes" "No" "243" 4.68 124 46 0 199 135 "Medium" 52 14 "No" "No" "244" 7.82 124 25 13 87 110 "Medium" 57 10 "Yes" "Yes" "245" 8.78 130 30 0 391 100 "Medium" 26 18 "Yes" "No" "246" 10 114 43 0 199 88 "Good" 57 10 "No" "Yes" "247" 6.9 120 56 20 266 90 "Bad" 78 18 "Yes" "Yes" "248" 5.04 123 114 0 298 151 "Bad" 34 16 "Yes" "No" "249" 5.36 111 52 0 12 101 "Medium" 61 11 "Yes" "Yes" "250" 5.05 125 67 0 86 117 "Bad" 65 11 "Yes" "No" "251" 9.16 137 105 10 435 156 "Good" 72 14 "Yes" "Yes" "252" 3.72 139 111 5 310 132 "Bad" 62 13 "Yes" "Yes" "253" 8.31 133 97 0 70 117 "Medium" 32 16 "Yes" "No" "254" 5.64 124 24 5 288 122 "Medium" 57 12 "No" "Yes" "255" 9.58 108 104 23 353 129 "Good" 37 17 "Yes" "Yes" "256" 7.71 123 81 8 198 81 "Bad" 80 15 "Yes" "Yes" "257" 4.2 147 40 0 277 144 "Medium" 73 10 "Yes" "No" "258" 8.67 125 62 14 477 112 "Medium" 80 13 "Yes" "Yes" "259" 3.47 108 38 0 251 81 "Bad" 72 14 "No" "No" "260" 5.12 123 36 10 467 100 "Bad" 74 11 "No" "Yes" "261" 7.67 129 117 8 400 101 "Bad" 36 10 "Yes" "Yes" "262" 5.71 121 42 4 188 118 "Medium" 54 15 "Yes" "Yes" "263" 6.37 120 77 15 86 132 "Medium" 48 18 "Yes" "Yes" "264" 7.77 116 26 6 434 115 "Medium" 25 17 "Yes" "Yes" "265" 6.95 128 29 5 324 159 "Good" 31 15 "Yes" "Yes" "266" 5.31 130 35 10 402 129 "Bad" 39 17 "Yes" "Yes" "267" 9.1 128 93 12 343 112 "Good" 73 17 "No" "Yes" "268" 5.83 134 82 7 473 112 "Bad" 51 12 "No" "Yes" "269" 6.53 123 57 0 66 105 "Medium" 39 11 "Yes" "No" "270" 5.01 159 69 0 438 166 "Medium" 46 17 "Yes" "No" "271" 11.99 119 26 0 284 89 "Good" 26 10 "Yes" "No" "272" 4.55 111 56 0 504 110 "Medium" 62 16 "Yes" "No" "273" 12.98 113 33 0 14 63 "Good" 38 12 "Yes" "No" "274" 10.04 116 106 8 244 86 "Medium" 58 12 "Yes" "Yes" "275" 7.22 135 93 2 67 119 "Medium" 34 11 "Yes" "Yes" "276" 6.67 107 119 11 210 132 "Medium" 53 11 "Yes" "Yes" "277" 6.93 135 69 14 296 130 "Medium" 73 15 "Yes" "Yes" "278" 7.8 136 48 12 326 125 "Medium" 36 16 "Yes" "Yes" "279" 7.22 114 113 2 129 151 "Good" 40 15 "No" "Yes" "280" 3.42 141 57 13 376 158 "Medium" 64 18 "Yes" "Yes" "281" 2.86 121 86 10 496 145 "Bad" 51 10 "Yes" "Yes" "282" 11.19 122 69 7 303 105 "Good" 45 16 "No" "Yes" "283" 7.74 150 96 0 80 154 "Good" 61 11 "Yes" "No" "284" 5.36 135 110 0 112 117 "Medium" 80 16 "No" "No" "285" 6.97 106 46 11 414 96 "Bad" 79 17 "No" "No" "286" 7.6 146 26 11 261 131 "Medium" 39 10 "Yes" "Yes" "287" 7.53 117 118 11 429 113 "Medium" 67 18 "No" "Yes" "288" 6.88 95 44 4 208 72 "Bad" 44 17 "Yes" "Yes" "289" 6.98 116 40 0 74 97 "Medium" 76 15 "No" "No" "290" 8.75 143 77 25 448 156 "Medium" 43 17 "Yes" "Yes" "291" 9.49 107 111 14 400 103 "Medium" 41 11 "No" "Yes" "292" 6.64 118 70 0 106 89 "Bad" 39 17 "Yes" "No" "293" 11.82 113 66 16 322 74 "Good" 76 15 "Yes" "Yes" "294" 11.28 123 84 0 74 89 "Good" 59 10 "Yes" "No" "295" 12.66 148 76 3 126 99 "Good" 60 11 "Yes" "Yes" "296" 4.21 118 35 14 502 137 "Medium" 79 10 "No" "Yes" "297" 8.21 127 44 13 160 123 "Good" 63 18 "Yes" "Yes" "298" 3.07 118 83 13 276 104 "Bad" 75 10 "Yes" "Yes" "299" 10.98 148 63 0 312 130 "Good" 63 15 "Yes" "No" "300" 9.4 135 40 17 497 96 "Medium" 54 17 "No" "Yes" "301" 8.57 116 78 1 158 99 "Medium" 45 11 "Yes" "Yes" "302" 7.41 99 93 0 198 87 "Medium" 57 16 "Yes" "Yes" "303" 5.28 108 77 13 388 110 "Bad" 74 14 "Yes" "Yes" "304" 10.01 133 52 16 290 99 "Medium" 43 11 "Yes" "Yes" "305" 11.93 123 98 12 408 134 "Good" 29 10 "Yes" "Yes" "306" 8.03 115 29 26 394 132 "Medium" 33 13 "Yes" "Yes" "307" 4.78 131 32 1 85 133 "Medium" 48 12 "Yes" "Yes" "308" 5.9 138 92 0 13 120 "Bad" 61 12 "Yes" "No" "309" 9.24 126 80 19 436 126 "Medium" 52 10 "Yes" "Yes" "310" 11.18 131 111 13 33 80 "Bad" 68 18 "Yes" "Yes" "311" 9.53 175 65 29 419 166 "Medium" 53 12 "Yes" "Yes" "312" 6.15 146 68 12 328 132 "Bad" 51 14 "Yes" "Yes" "313" 6.8 137 117 5 337 135 "Bad" 38 10 "Yes" "Yes" "314" 9.33 103 81 3 491 54 "Medium" 66 13 "Yes" "No" "315" 7.72 133 33 10 333 129 "Good" 71 14 "Yes" "Yes" "316" 6.39 131 21 8 220 171 "Good" 29 14 "Yes" "Yes" "317" 15.63 122 36 5 369 72 "Good" 35 10 "Yes" "Yes" "318" 6.41 142 30 0 472 136 "Good" 80 15 "No" "No" "319" 10.08 116 72 10 456 130 "Good" 41 14 "No" "Yes" "320" 6.97 127 45 19 459 129 "Medium" 57 11 "No" "Yes" "321" 5.86 136 70 12 171 152 "Medium" 44 18 "Yes" "Yes" "322" 7.52 123 39 5 499 98 "Medium" 34 15 "Yes" "No" "323" 9.16 140 50 10 300 139 "Good" 60 15 "Yes" "Yes" "324" 10.36 107 105 18 428 103 "Medium" 34 12 "Yes" "Yes" "325" 2.66 136 65 4 133 150 "Bad" 53 13 "Yes" "Yes" "326" 11.7 144 69 11 131 104 "Medium" 47 11 "Yes" "Yes" "327" 4.69 133 30 0 152 122 "Medium" 53 17 "Yes" "No" "328" 6.23 112 38 17 316 104 "Medium" 80 16 "Yes" "Yes" "329" 3.15 117 66 1 65 111 "Bad" 55 11 "Yes" "Yes" "330" 11.27 100 54 9 433 89 "Good" 45 12 "Yes" "Yes" "331" 4.99 122 59 0 501 112 "Bad" 32 14 "No" "No" "332" 10.1 135 63 15 213 134 "Medium" 32 10 "Yes" "Yes" "333" 5.74 106 33 20 354 104 "Medium" 61 12 "Yes" "Yes" "334" 5.87 136 60 7 303 147 "Medium" 41 10 "Yes" "Yes" "335" 7.63 93 117 9 489 83 "Bad" 42 13 "Yes" "Yes" "336" 6.18 120 70 15 464 110 "Medium" 72 15 "Yes" "Yes" "337" 5.17 138 35 6 60 143 "Bad" 28 18 "Yes" "No" "338" 8.61 130 38 0 283 102 "Medium" 80 15 "Yes" "No" "339" 5.97 112 24 0 164 101 "Medium" 45 11 "Yes" "No" "340" 11.54 134 44 4 219 126 "Good" 44 15 "Yes" "Yes" "341" 7.5 140 29 0 105 91 "Bad" 43 16 "Yes" "No" "342" 7.38 98 120 0 268 93 "Medium" 72 10 "No" "No" "343" 7.81 137 102 13 422 118 "Medium" 71 10 "No" "Yes" "344" 5.99 117 42 10 371 121 "Bad" 26 14 "Yes" "Yes" "345" 8.43 138 80 0 108 126 "Good" 70 13 "No" "Yes" "346" 4.81 121 68 0 279 149 "Good" 79 12 "Yes" "No" "347" 8.97 132 107 0 144 125 "Medium" 33 13 "No" "No" "348" 6.88 96 39 0 161 112 "Good" 27 14 "No" "No" "349" 12.57 132 102 20 459 107 "Good" 49 11 "Yes" "Yes" "350" 9.32 134 27 18 467 96 "Medium" 49 14 "No" "Yes" "351" 8.64 111 101 17 266 91 "Medium" 63 17 "No" "Yes" "352" 10.44 124 115 16 458 105 "Medium" 62 16 "No" "Yes" "353" 13.44 133 103 14 288 122 "Good" 61 17 "Yes" "Yes" "354" 9.45 107 67 12 430 92 "Medium" 35 12 "No" "Yes" "355" 5.3 133 31 1 80 145 "Medium" 42 18 "Yes" "Yes" "356" 7.02 130 100 0 306 146 "Good" 42 11 "Yes" "No" "357" 3.58 142 109 0 111 164 "Good" 72 12 "Yes" "No" "358" 13.36 103 73 3 276 72 "Medium" 34 15 "Yes" "Yes" "359" 4.17 123 96 10 71 118 "Bad" 69 11 "Yes" "Yes" "360" 3.13 130 62 11 396 130 "Bad" 66 14 "Yes" "Yes" "361" 8.77 118 86 7 265 114 "Good" 52 15 "No" "Yes" "362" 8.68 131 25 10 183 104 "Medium" 56 15 "No" "Yes" "363" 5.25 131 55 0 26 110 "Bad" 79 12 "Yes" "Yes" "364" 10.26 111 75 1 377 108 "Good" 25 12 "Yes" "No" "365" 10.5 122 21 16 488 131 "Good" 30 14 "Yes" "Yes" "366" 6.53 154 30 0 122 162 "Medium" 57 17 "No" "No" "367" 5.98 124 56 11 447 134 "Medium" 53 12 "No" "Yes" "368" 14.37 95 106 0 256 53 "Good" 52 17 "Yes" "No" "369" 10.71 109 22 10 348 79 "Good" 74 14 "No" "Yes" "370" 10.26 135 100 22 463 122 "Medium" 36 14 "Yes" "Yes" "371" 7.68 126 41 22 403 119 "Bad" 42 12 "Yes" "Yes" "372" 9.08 152 81 0 191 126 "Medium" 54 16 "Yes" "No" "373" 7.8 121 50 0 508 98 "Medium" 65 11 "No" "No" "374" 5.58 137 71 0 402 116 "Medium" 78 17 "Yes" "No" "375" 9.44 131 47 7 90 118 "Medium" 47 12 "Yes" "Yes" "376" 7.9 132 46 4 206 124 "Medium" 73 11 "Yes" "No" "377" 16.27 141 60 19 319 92 "Good" 44 11 "Yes" "Yes" "378" 6.81 132 61 0 263 125 "Medium" 41 12 "No" "No" "379" 6.11 133 88 3 105 119 "Medium" 79 12 "Yes" "Yes" "380" 5.81 125 111 0 404 107 "Bad" 54 15 "Yes" "No" "381" 9.64 106 64 10 17 89 "Medium" 68 17 "Yes" "Yes" "382" 3.9 124 65 21 496 151 "Bad" 77 13 "Yes" "Yes" "383" 4.95 121 28 19 315 121 "Medium" 66 14 "Yes" "Yes" "384" 9.35 98 117 0 76 68 "Medium" 63 10 "Yes" "No" "385" 12.85 123 37 15 348 112 "Good" 28 12 "Yes" "Yes" "386" 5.87 131 73 13 455 132 "Medium" 62 17 "Yes" "Yes" "387" 5.32 152 116 0 170 160 "Medium" 39 16 "Yes" "No" "388" 8.67 142 73 14 238 115 "Medium" 73 14 "No" "Yes" "389" 8.14 135 89 11 245 78 "Bad" 79 16 "Yes" "Yes" "390" 8.44 128 42 8 328 107 "Medium" 35 12 "Yes" "Yes" "391" 5.47 108 75 9 61 111 "Medium" 67 12 "Yes" "Yes" "392" 6.1 153 63 0 49 124 "Bad" 56 16 "Yes" "No" "393" 4.53 129 42 13 315 130 "Bad" 34 13 "Yes" "Yes" "394" 5.57 109 51 10 26 120 "Medium" 30 17 "No" "Yes" "395" 5.35 130 58 19 366 139 "Bad" 33 16 "Yes" "Yes" "396" 12.57 138 108 17 203 128 "Good" 33 14 "Yes" "Yes" "397" 6.14 139 23 3 37 120 "Medium" 55 11 "No" "Yes" "398" 7.41 162 26 12 368 159 "Medium" 40 18 "Yes" "Yes" "399" 5.94 100 79 7 284 95 "Bad" 50 12 "Yes" "Yes" "400" 9.71 134 37 0 27 120 "Good" 49 16 "Yes" "Yes"