maksim2042 / dc_datascience_meetup Goto Github PK
View Code? Open in Web Editor NEWCode and slides for the DC Data Science Meetup talk
Code and slides for the DC Data Science Meetup talk
Looking at the generated PNG, it appears that many of the bi-grams are URLs:
https://raw.github.com/maksim2042/DC_DataScience_Meetup/master/images/corpus_media.png
The proportion of URLs among the non-intersecting nodes (i.e. the bi-grams that are only attributable to one data source) appears to be particularly high.
I'm worried that that including URLs is skewing the results in a non-uniform manner, specifically because NPR has a high number of URLs as bi-grams.
What's the strategy for dealing with URLs, or for that matter any non-english bi-gram that could skew the results?
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