title: Lognormal Random Numbers Centered around a high value
body: <p>I am trying to create random numbers from a lognormal distribution using numpy/scipy.</p>
  
  <p>The mean is given as 2000 and sigma as 800.</p>
  
  <p>If I create my random valus using numpy.random.lognormal(mean=2000, sigma=800, size=10000)
  all I get is very high or inf numbers.</p>
  
  <p>Is there a way to work around this?</p>