service</li>
<li>Pays with electronic check</li>
</ul>
<p>We can also see that the following features are correlated with Staying (No Churn):</p>
<ul>
<li>“Two Year” Contract Type</li>
<li>Customer Purchases Online Security</li>
<li>Customer Purchases Tech Support</li>
<li>Customer tenure greater than 60 months (5 years)</li>
<li>DSL internet service</li>
<li>Pays with automatic credit card</li>
</ul>
<p>We can then develop a strategy to retain high risk customers:</p>
<ul>
<li>Promotions for 2 Year Con