text: """
  KDE quantiles
  =============
  
  _thumb: .2, .8
  """
  import matplotlib.pyplot as plt
  import numpy as np
  
  import arviz as az
  
  az.style.use("arviz-darkgrid")
  
  dist = np.random.beta(np.random.uniform(0.5, 10), 5, size=1000)
  az.plot_kde(dist, quantiles=[0.25, 0.5, 0.75])
  
  plt.show()
  