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gem install ferret require nltk install including corpus for chunking (need to look up which one again) head data/msgs_200k.27.csv | ./extract_body.rb | ./noun_phrases.py see also batch.sh head -n1000 lp_places.csv > test ./map_to_places.rb and enter query tests