Pandas get the most frequent values of a column : <p>i have this dataframe:</p>

<pre><code>0 name data
1 alex asd
2 helen sdd
3 alex dss
4 helen sdsd
5 john sdadd
</code></pre>

<p>so i am trying to get <strong><em>the most frequent value or values(in this case its values)</em></strong>
so what i do is:</p>

<pre><code>dataframe['name'].value_counts().idxmax()
</code></pre>

<p>but it returns only the value: <strong>Alex</strong> even if it <strong>Helen</strong> appears two times as well.</p>
