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table-frag.html
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<html>
<body>
<table border="1" class="dataframe" id="pipelines">
<thead>
<tr>
<th> </th>
<th>Understand</th>
<th>Plan</th>
<th>Collect</th>
<th>Store</th>
<th>Clean</th>
<th>Explore</th>
<th>Prepare</th>
<th>Model</th>
<th>Interpret</th>
<th>Communicate</th>
<th>Deploy</th>
<th>Reflect</th>
</tr>
</thead>
<tbody>
<!-- Tukey -->
<tr>
<th>Tukey</th>
<td> </td>
<td>Plan</td>
<td>Gather</td>
<td> </td>
<td> </td>
<td>Analyze</td>
<td> </td>
<td> </td>
<td>Interpret</td>
<td> </td>
<td> </td>
<td> </td>
</tr>
<!-- KDD -->
<!--
<tr>
<th>KDD</th>
<td>Understanding</td>
<td> </td>
<td>Creating</td>
<td> </td>
<td>Cleaning</td>
<td> </td>
<td>Reduction and projection</td>
<td>Method and model selction; data mining</td>
<td>Interpreting</td>
<td>Consolidating</td>
<td> </td>
<td> </td>
</tr>
-->
<tr>
<th>KDD</th>
<td></td>
<td></td>
<td>Selection</td>
<td> </td>
<td>Preprocessing</td>
<td> </td>
<td>Transformation</td>
<td>Data mining</td>
<td>Interpreting</td>
<td> </td>
<td> </td>
<td> </td>
</tr>
<!-- KDD2 -->
<!--
<tr>
<th>KDD2</th>
<td>Frame</td>
<td> </td>
<td>Collect</td>
<td>Explore</td>
<td>Process</td>
<td> </td>
<td> </td>
<td>Analyze</td>
<td> </td>
<td>Communicate</td>
<td> </td>
<td> </td>
</tr>
-->
<!-- SEMMA -->
<tr>
<th>SEMMA</th>
<td> </td>
<td> </td>
<td>Sample</td>
<td> </td>
<td> </td>
<td>Explore</td>
<td>Modify</td>
<td>Model</td>
<td>Assess</td>
<td> </td>
<td> </td>
<td> </td>
</tr>
<!-- Hayashi -->
<tr>
<th>Hayashi</th>
<td>Design</td>
<td> </td>
<td>Collect</td>
<td> </td>
<td> </td>
<td> </td>
<td> </td>
<td>Analyze</td>
<td> </td>
<td> </td>
<td> </td>
<td> </td>
</tr>
<!-- CRISPDM -->
<tr>
<th>CRISPDM</th>
<td>Business</td>
<td> </td>
<td>Collect</td>
<td> </td>
<td> </td>
<td>Explore</td>
<td>Preparation</td>
<td>Modeling</td>
<td>Evaluation</td>
<td> </td>
<td>Deployment</td>
<td> </td>
</tr>
<!-- OSEMI -->
<tr>
<th>OSEMI</th>
<td> </td>
<td> </td>
<td>Obtain</td>
<td> </td>
<td>Scrub</td>
<td>Explore</td>
<td> </td>
<td>Model</td>
<td>Interpret</td>
<td> </td>
<td> </td>
<td> </td>
</tr>
<!-- Ojeda+ -->
<tr>
<th>Ojeda+</th>
<td> </td>
<td> </td>
<td>Acquire</td>
<td> </td>
<td></td>
<td>Explore and understand</td>
<td>Wrangle</td>
<td>Analyze and model</td>
<td> </td>
<td>Communicate</td>
<td>Operationalize</td>
<td> </td>
</tr>
<!-- Caffo+ -->
<tr>
<th>Caffo+</th>
<td>Question</td>
<td> </td>
<td>Get</td>
<td> </td>
<td> </td>
<td>Explore</td>
<td> </td>
<td>Model</td>
<td>Interpret</td>
<td>Communicate</td>
<td> </td>
<td> </td>
</tr>
<!-- Donaho -->
<tr>
<th>Donaho</th>
<td> </td>
<td> </td>
<td>Gather</td>
<td> </td>
<td>Prepare</td>
<td>Explore</td>
<td>Represent and transform; Compute</td>
<td>Model</td>
<td> </td>
<td>Present</td>
<td> </td>
<td>Meta</td>
</tr>
<!-- Géron -->
<tr>
<th>Géron</th>
<td>Big picture</td>
<td> </td>
<td>Get</td>
<td> </td>
<td>Clean</td>
<td>Discover</td>
<td>Prepare</td>
<td>Model; Fine tune</td>
<td> </td>
<td> </td>
<td>Launch</td>
<td> </td>
</tr>
<!-- Das -->
<tr>
<th>Das</th>
<td>Understand</td>
<td> </td>
<td>Mine</td>
<td> </td>
<td>Clean</td>
<td>Explore</td>
<td>Features</td>
<td>Model</td>
<td> </td>
<td>Visualize</td>
<td> </td>
<td> </td>
</tr>
<!-- Dataman -->
<tr>
<th>Dataman</th>
<td>Business</td>
<td>Data requirements</td>
<td>Collection</td>
<td> </td>
<td> </td>
<td>EDA</td>
<td> </td>
<td>Modeling</td>
<td>Evaluation</td>
<td> </td>
<td>Deployment; Monitoring</td>
<td> </td>
</tr>
<!-- Porter -->
<tr>
<th>Porter</th>
<td> </td>
<td> </td>
<td>Collect</td>
<td>Store and represent</td>
<td>Manipulation</td>
<td> </td>
<td>Computing</td>
<td>Analytics</td>
<td> </td>
<td>Communicate</td>
<td>Practice</td>
<td>Disciplinary</td>
</tr>
</tbody>
</table>
</body>
</html>