title: Pandas DataFrame to List of Dictionaries
body: <p>I have the following DataFrame:</p>
  <pre>
  customer    item1      item2    item3
  1           apple      milk     tomato
  2           water      orange   potato
  3           juice      mango    chips
  </pre>
  <p>which I want to translate it to list of dictionaries per row</p>
  <pre><code>rows = [
      {
          'customer': 1,
          'item1': 'apple',
          'item2': 'milk',
          'item3': 'tomato'
      }, {
          'customer': 2,
          'item1':
          'water',
          'item2': 'orange',
          'item3': 'potato'
      }, {
          'customer': 3,
          'item1': 'juice',
          'item2': 'mango',
          'item3': 'chips'
      }
  ]
  </code></pre>