Comment by thereisnospork

Likewise, I was considering trying Polaris until I saw that example. The pandas example is a good approximation of how I think and want to transform/process data even if it is ugly under the hood. I do occasionally find numpy and pandas annoying wrt when the return a view vs a copy but the cure seems worse than the disease.