title: Python Create Bar Chart Comparing 2 sets of data
body: <p>I have a notebook with 2* bar charts, one is winter data &amp; one is summer data. I have counted the total of all the crimes and plotted them in a bar chart, using code:</p>
  
  <pre><code>ax = summer["crime_type"].value_counts().plot(kind='bar')
  plt.show()
  </code></pre>
  
  <p>Which shows a graph like:</p>
  
  <p><a href="https://i.stack.imgur.com/wFuB1.png" rel="noreferrer"><img src="https://i.stack.imgur.com/wFuB1.png" alt="enter image description here"></a></p>
  
  <p>I have another chart nearly identical, but for winter:</p>
  
  <pre><code>ax = winter["crime_type"].value_counts().plot(kind='bar')
  plt.show()
  </code></pre>
  
  <p>And I would like to have these 2 charts compared against one another in the same bar chart (Where every crime on the x axis has 2 bars coming from it, one winter &amp; one summer).</p>
  
  <p>I have tried, which is just me experimenting:</p>
  
  <pre><code>bx = (summer["crime_type"],winter["crime_type"]).value_counts().plot(kind='bar')
  plt.show()
  </code></pre>
  
  <p>Any advice would be appreciated! </p>