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Functional languages are pretty good for the cleaning and analysis process as well. This blogpost in particular blew my mind: http://evelinag.com/blog/2015/11-

• nkozyra 6y ago
  Oh I think functional languages would be great for a lot of this, my point is the middle bit ends up being such an inconsequential part of the process that people end up not bothering and just using whatever's out there.