title: How to plot the distribution between 2 variables with Plotly Express (Python)?
body: <p>I have a dataframe, which looks like this and contains around 20.000 rows.</p>
  <pre><code>print(df)
  &gt;&gt;&gt;&gt;
  CUSTOMER_INCOME   MARITAL_STATUS
     50000          Relationship
     65000          Single
     17000          Single
     120000         Relationship
     42000          Relationship
     56000          Single
  </code></pre>
  <p>(*MARITAL_STATUS has only these 2 variables: Relationship and Single)</p>
  <p>I am trying to use plotly in order visualize the distribution of the 'Customer Income' according to their 'Marital_Status'.</p>
  <p>The following code delivers this plot, but it doesn't look right.</p>
  <pre><code>px.scatter(df, x = 'Marital_Status', y = &quot;Customer_Income&quot;) 
  </code></pre>
  <p><a href="https://i.stack.imgur.com/f5TlP.png" rel="nofollow noreferrer"><img src="https://i.stack.imgur.com/f5TlP.png" alt="enter image description here" /></a></p>
  <p>How can I plot the distribution of the 'Customer Income' according to their 'Marital_Status' using plotly in a more reasonable way?</p>