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‎Advertising.csv

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TV,Radio,Sales
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230.1,37.8,22.1
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199.8,2.6,10.6
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135.2,41.7,17.2
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222.4,4.3,11.7
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296.4,36.3,23.8
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280.2,10.1,14.8
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187.9,17.2,14.7
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238.2,34.3,20.7
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137.9,46.4,19.2
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25.0,11.0,7.2
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90.4,0.3,8.7
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13.1,0.4,5.3
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66.1,5.8,8.6
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255.4,26.9,19.8
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225.8,8.2,13.4
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241.7,38.0,21.8
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175.7,15.4,14.1
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209.6,20.6,15.9
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78.2,46.8,14.6
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75.1,35.0,12.6
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139.2,14.3,12.2
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76.4,0.8,9.4
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125.7,36.9,15.9
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214.7,24.0,17.4
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19.4,16.0,6.6
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141.3,26.8,15.5
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18.8,21.7,7.0
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224.0,2.4,11.6
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123.1,34.6,15.2
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229.5,32.3,19.7
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87.2,11.8,10.6
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7.8,38.9,6.6
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80.2,0.0,8.8
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220.3,49.0,24.7
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23.8,35.1,9.2
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59.6,12.0,9.7
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0.7,39.6,1.6
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265.2,2.9,12.7
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8.4,27.2,5.7
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219.8,33.5,19.6
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36.9,38.6,10.8
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48.3,47.0,11.6
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25.6,39.0,9.5
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273.7,28.9,20.8
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43.0,25.9,9.6
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97.5,7.6,9.7
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184.9,43.9,20.7
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73.4,17.0,10.9
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193.7,35.4,19.2
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220.5,33.2,20.1
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104.6,5.7,10.4
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96.2,14.8,11.4
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140.3,1.9,10.3
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240.1,7.3,13.2
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243.2,49.0,25.4
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38.0,40.3,10.9
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204.1,32.9,19.0
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44.7,25.8,10.1
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280.7,13.9,16.1
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121.0,8.4,11.6
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197.6,23.3,16.6
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171.3,39.7,19.0
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187.8,21.1,15.6
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4.1,11.6,3.2
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93.9,43.5,15.3
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149.8,1.3,10.1
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11.7,36.9,7.3
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195.4,47.7,22.4
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131.7,18.4,12.9
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172.5,18.1,14.4
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85.7,35.8,13.3
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188.4,18.1,14.9
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163.5,36.8,18.0
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117.2,14.7,11.9
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234.5,3.4,11.9
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17.9,37.6,8.0
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206.8,5.2,12.2
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215.4,23.6,17.1
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67.8,36.6,12.5
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284.3,10.6,15.0
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50.0,11.6,8.4
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164.5,20.9,14.5
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19.6,20.1,7.6
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168.4,7.1,11.7
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222.4,3.4,11.5
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276.9,48.9,27.0
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248.4,30.2,20.2
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170.2,7.8,11.7
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276.7,2.3,11.8
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281.4,39.6,24.4
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165.6,10.0,12.6
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156.6,2.6,10.5
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218.5,5.4,12.2
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56.2,5.7,8.7
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287.6,43.0,26.2
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253.8,21.3,17.6
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205.0,45.1,22.6
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139.5,2.1,10.3
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191.1,28.7,17.3
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286.0,13.9,15.9
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69.2,20.5,11.3
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18.7,12.1,6.7
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39.5,41.1,10.8
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75.5,10.8,9.9
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17.2,4.1,5.9
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166.8,42.0,19.6
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149.7,35.6,17.3
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38.2,3.7,7.6
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94.2,4.9,9.7
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177.0,9.3,12.8
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283.6,42.0,25.5
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44.5,39.3,10.4
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147.3,23.9,14.6
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232.1,8.6,13.4
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218.4,27.7,18.0
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237.4,5.1,12.5
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13.2,15.9,5.6
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228.3,16.9,15.5
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62.3,12.6,9.7
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262.9,3.5,12.0
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142.9,29.3,15.0
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240.1,16.7,15.9
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248.8,27.1,18.9
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17.2,45.9,9.3
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70.6,16.0,10.5
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292.9,28.3,21.4
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112.9,17.4,11.9
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97.2,1.5,9.6
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265.6,20.0,17.4
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95.7,1.4,9.5
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290.7,4.1,12.8
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266.9,43.8,25.4
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74.7,49.4,14.7
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43.1,26.7,10.1
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151.5,41.3,18.5
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228.0,37.7,21.5
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202.5,22.3,16.6
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177.0,33.4,17.1
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293.6,27.7,20.7
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206.9,8.4,12.9
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25.1,25.7,8.5
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175.1,22.5,14.9
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89.7,9.9,10.6
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239.9,41.5,23.2
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227.2,15.8,14.8
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180.8,10.8,12.9
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66.9,11.7,9.7
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199.8,3.1,11.4
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100.4,9.6,10.7
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216.4,41.7,22.6
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182.6,46.2,21.2
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262.7,28.8,20.2
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198.9,49.4,23.7
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7.3,28.1,5.5
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136.2,19.2,13.2
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210.8,49.6,23.8
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8.7,48.9,7.2
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210.7,29.5,18.4
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53.5,2.0,8.1
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261.3,42.7,24.2
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239.3,15.5,15.7
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102.7,29.6,14.0
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131.1,42.8,18.0
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69.0,9.3,9.3
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31.5,24.6,9.5
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139.3,14.5,13.4
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237.4,27.5,18.9
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57.5,32.8,11.8
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216.8,43.9,22.3
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199.1,30.6,18.3
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109.8,14.3,12.4
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26.8,33.0,8.8
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129.4,5.7,11.0
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213.4,24.6,17.0
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16.9,43.7,8.7
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27.5,1.6,6.9
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120.5,28.5,14.2
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5.4,29.9,5.3
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120.2,19.6,13.2
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116.0,7.7,11.0
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76.4,26.7,11.8
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239.8,4.1,12.3
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75.3,20.3,11.3
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68.4,44.5,13.6
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213.5,43.0,21.7
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193.2,18.4,15.2
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76.3,27.5,12.0
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110.7,40.6,16.0
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88.3,25.5,12.9
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8.6,2.1,4.8
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109.8,47.8,16.7
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134.3,4.9,11.2
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28.6,1.5,7.3
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217.7,33.5,19.4
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250.9,36.5,22.2
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107.4,14.0,11.5
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163.3,31.6,16.9
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197.6,3.5,11.7
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184.9,21.0,15.5
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289.7,42.3,25.4

‎Automobile Price Prediction.csv

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make,body-style,wheel-base,engine-size,horsepower,peak-rpm,highway-mpg,price
2+
alfa-romero,convertible,88.6,130,111,5000,27,13495
3+
alfa-romero,convertible,88.6,130,111,5000,27,16500
4+
alfa-romero,hatchback,94.5,152,154,5000,26,16500
5+
audi,sedan,99.8,109,102,5500,30,13950
6+
audi,sedan,99.4,136,115,5500,22,17450
7+
audi,sedan,99.8,136,110,5500,25,15250
8+
audi,sedan,105.8,136,110,5500,25,17710
9+
audi,wagon,105.8,136,110,5500,25,18920
10+
audi,sedan,105.8,131,140,5500,20,23875
11+
bmw,sedan,101.2,108,101,5800,29,16430
12+
bmw,sedan,101.2,108,101,5800,29,16925
13+
bmw,sedan,101.2,164,121,4250,28,20970
14+
bmw,sedan,101.2,164,121,4250,28,21105
15+
bmw,sedan,103.5,164,121,4250,25,24565
16+
bmw,sedan,103.5,209,182,5400,22,30760
17+
bmw,sedan,103.5,209,182,5400,22,41315
18+
bmw,sedan,110,209,182,5400,20,36880
19+
chevrolet,hatchback,88.4,61,48,5100,53,5151
20+
chevrolet,hatchback,94.5,90,70,5400,43,6295
21+
chevrolet,sedan,94.5,90,70,5400,43,6575
22+
dodge,hatchback,93.7,90,68,5500,41,5572
23+
dodge,hatchback,93.7,90,68,5500,38,6377
24+
dodge,hatchback,93.7,98,102,5500,30,7957
25+
dodge,hatchback,93.7,90,68,5500,38,6229
26+
dodge,sedan,93.7,90,68,5500,38,6692
27+
dodge,sedan,93.7,90,68,5500,38,7609
28+
dodge,wagon,103.3,122,88,5000,30,8921
29+
dodge,hatchback,95.9,156,145,5000,24,12964
30+
honda,hatchback,86.6,92,58,4800,54,6479
31+
honda,hatchback,86.6,92,76,6000,38,6855
32+
honda,hatchback,93.7,79,60,5500,42,5399
33+
honda,hatchback,93.7,92,76,6000,34,6529
34+
honda,hatchback,93.7,92,76,6000,34,7129
35+
honda,sedan,96.5,92,76,6000,34,7295
36+
honda,wagon,96.5,92,76,6000,34,7295
37+
honda,hatchback,96.5,110,86,5800,33,7895
38+
honda,hatchback,96.5,110,86,5800,33,9095
39+
honda,sedan,96.5,110,86,5800,33,8845
40+
honda,sedan,96.5,110,86,5800,33,10295
41+
honda,sedan,96.5,110,101,5800,28,12945
42+
honda,sedan,96.5,110,100,5500,31,10345
43+
isuzu,sedan,94.3,111,78,4800,29,6785
44+
isuzu,hatchback,96,119,90,5000,29,11048
45+
jaguar,sedan,113,258,176,4750,19,32250
46+
jaguar,sedan,113,258,176,4750,19,35550
47+
jaguar,sedan,102,326,262,5000,17,36000
48+
mazda,hatchback,93.1,91,68,5000,31,5195
49+
mazda,hatchback,93.1,91,68,5000,38,6095
50+
mazda,hatchback,93.1,91,68,5000,38,6795
51+
mazda,sedan,93.1,91,68,5000,38,6695
52+
mazda,sedan,93.1,91,68,5000,38,7395
53+
mazda,hatchback,98.8,122,84,4800,32,8845
54+
mazda,sedan,98.8,122,84,4800,32,8495
55+
mazda,hatchback,98.8,122,84,4800,32,10595
56+
mazda,sedan,98.8,122,84,4800,32,10245
57+
mazda,hatchback,98.8,122,84,4800,32,11245
58+
mazda,sedan,104.9,140,120,5000,27,18280
59+
mazda,sedan,104.9,134,72,4200,39,18344
60+
mercedes-benz,sedan,110,183,123,4350,25,25552
61+
mercedes-benz,wagon,110,183,123,4350,25,28248
62+
mercedes-benz,hardtop,106.7,183,123,4350,25,28176
63+
mercedes-benz,sedan,115.6,183,123,4350,25,31600
64+
mercedes-benz,sedan,115.6,234,155,4750,18,34184
65+
mercedes-benz,convertible,96.6,234,155,4750,18,35056
66+
mercedes-benz,sedan,120.9,308,184,4500,16,40960
67+
mercedes-benz,hardtop,112,304,184,4500,16,45400
68+
mercury,hatchback,102.7,140,175,5000,24,16503
69+
mitsubishi,hatchback,93.7,92,68,5500,41,5389
70+
mitsubishi,hatchback,93.7,92,68,5500,38,6189
71+
mitsubishi,hatchback,93.7,92,68,5500,38,6669
72+
mitsubishi,hatchback,93,98,102,5500,30,7689
73+
mitsubishi,hatchback,96.3,110,116,5500,30,9959
74+
mitsubishi,hatchback,96.3,122,88,5000,32,8499
75+
mitsubishi,hatchback,95.9,156,145,5000,24,12629
76+
mitsubishi,hatchback,95.9,156,145,5000,24,14869
77+
mitsubishi,hatchback,95.9,156,145,5000,24,14489
78+
mitsubishi,sedan,96.3,122,88,5000,32,6989
79+
mitsubishi,sedan,96.3,122,88,5000,32,8189
80+
mitsubishi,sedan,96.3,110,116,5500,30,9279
81+
mitsubishi,sedan,96.3,110,116,5500,30,9279
82+
nissan,sedan,94.5,97,69,5200,37,5499
83+
nissan,sedan,94.5,103,55,4800,50,7099
84+
nissan,sedan,94.5,97,69,5200,37,6649
85+
nissan,sedan,94.5,97,69,5200,37,6849
86+
nissan,wagon,94.5,97,69,5200,37,7349
87+
nissan,sedan,94.5,97,69,5200,37,7299
88+
nissan,hatchback,94.5,97,69,5200,37,7799
89+
nissan,sedan,94.5,97,69,5200,37,7499
90+
nissan,wagon,94.5,97,69,5200,37,7999
91+
nissan,hardtop,95.1,97,69,5200,37,8249
92+
nissan,hatchback,97.2,120,97,5200,34,8949
93+
nissan,sedan,97.2,120,97,5200,34,9549
94+
nissan,sedan,100.4,181,152,5200,22,13499
95+
nissan,wagon,100.4,181,152,5200,22,14399
96+
nissan,sedan,100.4,181,152,5200,25,13499
97+
nissan,hatchback,91.3,181,160,5200,25,17199
98+
nissan,hatchback,91.3,181,200,5200,23,19699
99+
nissan,hatchback,99.2,181,160,5200,25,18399
100+
peugot,sedan,107.9,120,97,5000,24,11900
101+
peugot,sedan,107.9,152,95,4150,33,13200
102+
peugot,wagon,114.2,120,97,5000,24,12440
103+
peugot,wagon,114.2,152,95,4150,25,13860
104+
peugot,sedan,107.9,120,95,5000,24,15580
105+
peugot,sedan,107.9,152,95,4150,33,16900
106+
peugot,wagon,114.2,120,95,5000,24,16695
107+
peugot,wagon,114.2,152,95,4150,25,17075
108+
peugot,sedan,107.9,120,97,5000,24,16630
109+
peugot,sedan,107.9,152,95,4150,33,17950
110+
peugot,sedan,108,134,142,5600,24,18150
111+
plymouth,hatchback,93.7,90,68,5500,41,5572
112+
plymouth,hatchback,93.7,98,102,5500,30,7957
113+
plymouth,hatchback,93.7,90,68,5500,38,6229
114+
plymouth,sedan,93.7,90,68,5500,38,6692
115+
plymouth,sedan,93.7,98,68,5500,38,7609
116+
plymouth,wagon,103.3,122,88,5000,30,8921
117+
plymouth,hatchback,95.9,156,145,5000,24,12764
118+
porsche,hatchback,94.5,151,143,5500,27,22018
119+
porsche,hardtop,89.5,194,207,5900,25,32528
120+
porsche,hardtop,89.5,194,207,5900,25,34028
121+
porsche,convertible,89.5,194,207,5900,25,37028
122+
saab,hatchback,99.1,121,110,5250,28,11850
123+
saab,sedan,99.1,121,110,5250,28,12170
124+
saab,hatchback,99.1,121,110,5250,28,15040
125+
saab,sedan,99.1,121,110,5250,28,15510
126+
saab,hatchback,99.1,121,160,5500,26,18150
127+
saab,sedan,99.1,121,160,5500,26,18620
128+
subaru,hatchback,93.7,97,69,4900,36,5118
129+
subaru,hatchback,93.7,108,73,4400,31,7053
130+
subaru,hatchback,93.3,108,73,4400,31,7603
131+
subaru,sedan,97.2,108,82,4800,37,7126
132+
subaru,sedan,97.2,108,82,4400,33,7775
133+
subaru,sedan,97.2,108,94,5200,32,9960
134+
subaru,sedan,97,108,82,4800,25,9233
135+
subaru,sedan,97,108,111,4800,29,11259
136+
subaru,wagon,97,108,82,4800,32,7463
137+
subaru,wagon,97,108,94,5200,31,10198
138+
subaru,wagon,96.9,108,82,4800,29,8013
139+
subaru,wagon,96.9,108,111,4800,23,11694
140+
toyota,hatchback,95.7,92,62,4800,39,5348
141+
toyota,hatchback,95.7,92,62,4800,38,6338
142+
toyota,hatchback,95.7,92,62,4800,38,6488
143+
toyota,wagon,95.7,92,62,4800,37,6918
144+
toyota,wagon,95.7,92,62,4800,32,7898
145+
toyota,wagon,95.7,92,62,4800,32,8778
146+
toyota,sedan,95.7,98,70,4800,37,6938
147+
toyota,hatchback,95.7,98,70,4800,37,7198
148+
toyota,sedan,95.7,110,56,4500,36,7898
149+
toyota,hatchback,95.7,110,56,4500,47,7788
150+
toyota,sedan,95.7,98,70,4800,47,7738
151+
toyota,hatchback,95.7,98,70,4800,34,8358
152+
toyota,sedan,95.7,98,70,4800,34,9258
153+
toyota,sedan,94.5,98,70,4800,34,8058
154+
toyota,hatchback,94.5,98,70,4800,34,8238
155+
toyota,sedan,94.5,98,112,6600,29,9298
156+
toyota,hatchback,94.5,98,112,6600,29,9538
157+
toyota,hardtop,98.4,146,116,4800,30,8449
158+
toyota,hardtop,98.4,146,116,4800,30,9639
159+
toyota,hatchback,98.4,146,116,4800,30,9989
160+
toyota,hardtop,98.4,146,116,4800,30,11199
161+
toyota,hatchback,98.4,146,116,4800,30,11549
162+
toyota,convertible,98.4,146,116,4800,30,17669
163+
toyota,sedan,102.4,122,92,4200,34,8948
164+
toyota,sedan,102.4,110,73,4500,33,10698
165+
toyota,hatchback,102.4,122,92,4200,32,9988
166+
toyota,sedan,102.4,122,92,4200,32,10898
167+
toyota,hatchback,102.4,122,92,4200,32,11248
168+
toyota,hatchback,102.9,171,161,5200,24,16558
169+
toyota,hatchback,102.9,171,161,5200,24,15998
170+
toyota,sedan,104.5,171,156,5200,24,15690
171+
toyota,wagon,104.5,161,156,5200,24,15750
172+
volkswagen,sedan,97.3,97,52,4800,46,7775
173+
volkswagen,sedan,97.3,109,85,5250,34,7975
174+
volkswagen,sedan,97.3,97,52,4800,46,7995
175+
volkswagen,sedan,97.3,109,85,5250,34,8195
176+
volkswagen,sedan,97.3,109,85,5250,34,8495
177+
volkswagen,sedan,97.3,97,68,4500,42,9495
178+
volkswagen,sedan,97.3,109,100,5500,32,9995
179+
volkswagen,convertible,94.5,109,90,5500,29,11595
180+
volkswagen,hatchback,94.5,109,90,5500,29,9980
181+
volkswagen,sedan,100.4,136,110,5500,24,13295
182+
volkswagen,sedan,100.4,97,68,4500,38,13845
183+
volkswagen,wagon,100.4,109,88,5500,31,12290
184+
volvo,sedan,104.3,141,114,5400,28,12940
185+
volvo,wagon,104.3,141,114,5400,28,13415
186+
volvo,sedan,104.3,141,114,5400,28,15985
187+
volvo,wagon,104.3,141,114,5400,28,16515
188+
volvo,sedan,104.3,130,162,5100,22,18420
189+
volvo,wagon,104.3,130,162,5100,22,18950
190+
volvo,sedan,109.1,141,114,5400,28,16845
191+
volvo,sedan,109.1,141,160,5300,25,19045
192+
volvo,sedan,109.1,173,134,5500,23,21485
193+
volvo,sedan,109.1,145,106,4800,27,22470
194+
volvo,sedan,109.1,141,114,5400,25,22625

‎DA2-Classification and SVM v2.pdf

3.63 MB
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‎DA2-Regression V2.pdf

1.95 MB
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