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1<html><head>2<style>3body { font-family: Arial, sans-serif; margin: 20px; }4h1 { text-align: center; }5.cot-title { color: blue; }6.pos-title { color: green; }7h2 { color: black; text-align: left; }8h3 { color: black; text-align: left; }9h4 { color: darkslategray; }10table { width: 100%; border-collapse: collapse; margin: 20px 0; }11table, th, td { border: 1px solid #ddd; padding: 8px; }12th { background-color: #f2f2f2; }13tr:nth-child(even) { background-color: #f9f9f9; }14.highlight { background-color: #ffffcc; }15.true { color: green; }16.false { color: red; }17.highlighted-cell { background-color: yellow; cursor: pointer; }18.step-title { background-color: #f1f1f1; color: #444; padding: 10px; margin: 10px 0; font-size: 18px; border-left: 4px solid #888; }19.step { display: block; }20</style>21</head><body>22<hr>23<h3><span>Statement:</span> the average of all the home team scores is less than 12</h3>24<h3>Input Table: 1972 vfl season</h3>25<div class="step">26<div class="step">27<div class="step-title">Step 1: Extract the numerical home team score from the 'home_team_score' column then add column 'num_home_score' to existing table.</div>28<div id="step-1" class="content">29<table>30<tr>31<td>home_team</td>32<td>home_team_score</td>33<td>away_team</td>34<td>away_team_score</td>35<td>venue</td>36<td>crowd</td>37<td>date</td>38</tr>39<tr>40<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">footscray</span></td>41<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">14.7 (91)</span></td>42<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">st kilda</span></td>43<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">9.11 (65)</span></td>44<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">western oval</span></td>45<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">18655</span></td>46<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">1972-07-15</span></td>47</tr>48<tr>49<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">fitzroy</span></td>50<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">16.14 (110)</span></td>51<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">north melbourne</span></td>52<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">9.12 (66)</span></td>53<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">junction oval</span></td>54<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">7007</span></td>55<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">1972-07-15</span></td>56</tr>57<tr>58<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">essendon</span></td>59<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">13.12 (90)</span></td>60<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">richmond</span></td>61<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">17.9 (111)</span></td>62<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">windy hill</span></td>63<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">22251</span></td>64<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">1972-07-15</span></td>65</tr>66<tr>67<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">carlton</span></td>68<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">20.8 (128)</span></td>69<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">south melbourne</span></td>70<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">8.15 (63)</span></td>71<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">princes park</span></td>72<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">14465</span></td>73<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">1972-07-15</span></td>74</tr>75<tr>76<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">hawthorn</span></td>77<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">19.14 (128)</span></td>78<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">geelong</span></td>79<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">15.8 (98)</span></td>80<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">glenferrie oval</span></td>81<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">12425</span></td>82<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">1972-07-15</span></td>83</tr>84<tr>85<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">collingwood</span></td>86<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">10.13 (73)</span></td>87<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">melbourne</span></td>88<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">8.10 (58)</span></td>89<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">vfl park</span></td>90<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">30883</span></td>91<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">1972-07-15</span></td>92</tr>93</table>94</div>95<hr>96<div class="step">97<div class="step-title">Step 2: Calculate the average of the 'num_home_score' column then add column 'avg_home_score' to existing table.</div>98<div id="step-0" class="content">99<table>100<tr>101<td>home_team</td>102<td>home_team_score</td>103<td>away_team</td>104<td>away_team_score</td>105<td>venue</td>106<td>crowd</td>107<td>date</td>108<td>num_home_score</td>109</tr>110<tr>111<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">footscray</span></td>112<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">14.7 (91)</span></td>113<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">st kilda</span></td>114<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">9.11 (65)</span></td>115<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">western oval</span></td>116<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">18655</span></td>117<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">1972-07-15</span></td>118<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">91</span></td>119</tr>120<tr>121<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">fitzroy</span></td>122<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">16.14 (110)</span></td>123<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">north melbourne</span></td>124<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">9.12 (66)</span></td>125<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">junction oval</span></td>126<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">7007</span></td>127<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">1972-07-15</span></td>128<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">110</span></td>129</tr>130<tr>131<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">essendon</span></td>132<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">13.12 (90)</span></td>133<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">richmond</span></td>134<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">17.9 (111)</span></td>135<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">windy hill</span></td>136<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">22251</span></td>137<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">1972-07-15</span></td>138<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">90</span></td>139</tr>140<tr>141<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">carlton</span></td>142<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">20.8 (128)</span></td>143<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">south melbourne</span></td>144<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">8.15 (63)</span></td>145<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">princes park</span></td>146<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">14465</span></td>147<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">1972-07-15</span></td>148<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">128</span></td>149</tr>150<tr>151<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">hawthorn</span></td>152<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">19.14 (128)</span></td>153<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">geelong</span></td>154<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">15.8 (98)</span></td>155<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">glenferrie oval</span></td>156<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">12425</span></td>157<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">1972-07-15</span></td>158<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">128</span></td>159</tr>160<tr>161<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">collingwood</span></td>162<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">10.13 (73)</span></td>163<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">melbourne</span></td>164<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">8.10 (58)</span></td>165<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">vfl park</span></td>166<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">30883</span></td>167<td><span class="highlighted-cell" title="Used in transformation" style="background-color:yellow;">1972-07-15</span></td>168<td><span class="highlighted-cell" title="Used in transformation" style="background-color:#90EE90;">73</span></td>169</tr>170</table>171</div>172</div>173<hr>174<div class="step">175<div class="step-title">Step 3: Select rows where 'avg_home_score' is less than 12.</div>176<div id="step-1" class="content">177<table>178<tr>179<td>home_team</td>180<td>home_team_score</td>181<td>away_team</td>182<td>away_team_score</td>183<td>venue</td>184<td>crowd</td>185<td>date</td>186<td>num_home_score</td>187<td>avg_home_score</td>188</tr>189<tr>190<td>footscray</td>191<td>14.7 (91)</td>192<td>st kilda</td>193<td>9.11 (65)</td>194<td>western oval</td>195<td>18655</td>196<td>1972-07-15</td>197<td>91</td>198<td>103.33333333333333</td>199</tr>200<tr>201<td>fitzroy</td>202<td>16.14 (110)</td>203<td>north melbourne</td>204<td>9.12 (66)</td>205<td>junction oval</td>206<td>7007</td>207<td>1972-07-15</td>208<td>110</td>209<td>103.33333333333333</td>210</tr>211<tr>212<td>essendon</td>213<td>13.12 (90)</td>214<td>richmond</td>215<td>17.9 (111)</td>216<td>windy hill</td>217<td>22251</td>218<td>1972-07-15</td>219<td>90</td>220<td>103.33333333333333</td>221</tr>222<tr>223<td>carlton</td>224<td>20.8 (128)</td>225<td>south melbourne</td>226<td>8.15 (63)</td>227<td>princes park</td>228<td>14465</td>229<td>1972-07-15</td>230<td>128</td>231<td>103.33333333333333</td>232</tr>233<tr>234<td>hawthorn</td>235<td>19.14 (128)</td>236<td>geelong</td>237<td>15.8 (98)</td>238<td>glenferrie oval</td>239<td>12425</td>240<td>1972-07-15</td>241<td>128</td>242<td>103.33333333333333</td>243</tr>244<tr>245<td>collingwood</td>246<td>10.13 (73)</td>247<td>melbourne</td>248<td>8.10 (58)</td>249<td>vfl park</td>250<td>30883</td>251<td>1972-07-15</td>252<td>73</td>253<td>103.33333333333333</td>254</tr>255</table>256</div>257</div>258<hr>259<div class="step">260<div class="step-title">Step 4: Use a `CASE` statement to return TRUE if the number of rows is greater than or equal to 1, otherwise return FALSE.</div>261<div id="step-2" class="content">262<table>263<tr>264<td>home_team</td>265<td>home_team_score</td>266<td>away_team</td>267<td>away_team_score</td>268<td>venue</td>269<td>crowd</td>270<td>date</td>271<td>num_home_score</td>272<td>avg_home_score</td>273</tr>274</table>275</div>276</div>277<hr>278<table>279<tr>280<td>verification_result</td>281</tr>282<tr>283<td>FALSE</td>284</tr>285</table>286</div>287</div>288<hr>289</body></html>290