title: Python Pandas return an array instead of series
body: <p>I have the following code:</p>
  
  <pre><code>for j in account_list:
   my_dict['name'] = (df[df['DESC'].str.contains(j)]['Hostname'].iloc[0])
  </code></pre>
  
  <p>This one works fine and returns an array of names, but if I changed it to:</p>
  
  <pre><code> for j in account_list:
        my_dict['name'] = (df[df['DESC'].str.startswith('Account')]['Hostname'])
  </code></pre>
  
  <p>It returns a series not an array, I have tried asarray() and as_matrix, none of them returns an array like the first one, could you please help me?</p>
  
  <p>Sample from the excel sheet:
  <a href="https://paste.pound-python.org/show/VfRmfJEWavU14luvFXQs/" rel="nofollow noreferrer">https://paste.pound-python.org/show/VfRmfJEWavU14luvFXQs/</a></p>
  
  <p>EDIT: Expected result should be like this:</p>
  
  <pre><code>wordpress
  wordpress
  drupal
  magento
  </code></pre>