title: Python: Counting Points from 2 1D Arrays
body: <p>I have a data set of 2 1D arrays. My goal is to count the points in each section of a grid (with a size of my choosing).</p>
  
  <pre><code>plt.figure(figsize=(8,7))
  np.random.seed(5)
  x = np.random.random(100)
  y = np.random.random(100)
  
  plt.plot(x,y,'bo')
  plt.grid(True)
  </code></pre>
  
  <p>My Plot</p>
  
  <p><img src="https://i.stack.imgur.com/lMeae.png" alt=""></p>
  
  <p>I would like to be able to split each section into is own unique set of 2 1D or 1 2D arrays.</p>