strtsmrt
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How did you get your news data ?
All is in the title @ssatia :) I would like to know how and where you collected your data because I'm working on a similar project Thank you!
Take a look at https://github.com/ssatia/strtsmrt/blob/master/news.py
He or She is using Reuters