new_contents: """
  Dot plot with several variables
  ===============================
  
  _thumb: .3, .3
  """
  import seaborn as sns
  sns.set(style="whitegrid")
  
  # Load the dataset
  crashes = sns.load_dataset("car_crashes")
  
  # Make the PairGrid
  g = sns.PairGrid(crashes.sort("total", ascending=False),
                   x_vars=crashes.columns[:-3], y_vars=["abbrev"],
                   size=10, aspect=.25)
  
  # Draw a dot plot using the stripplot function
  g.map(sns.stripplot, size=10, orient="h",
        palette="Reds_r", edgecolor="gray")
  
  # Use the same x axis limits on all columns and add better labels
  g.set(xlim=(0, 25), xlabel="Crashes", ylabel="")
  
  # Use semantically meaningful titles for the columns
  titles = ["Total crashes", "Speeding crashes", "Alcohol crashes",
            "Not distracted crashes", "No previous crashes"]
  
  for ax, title in zip(g.axes.flat, titles):
  
      # Set a different title for each axes
      ax.set(title=title)
  
      # Make the grid horizontal instead of vertical
      ax.xaxis.grid(False)
      ax.yaxis.grid(True)
  
  sns.despine(left=True, bottom=True)
  
subject: Add example script for making a multi-variable dot plot