r003 jiten south park episode popularity analysis(nyc data science academy, data science by r...

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PROJECT OVERVIEW South Park Episode Popularity Analysis Jiten Pai [email protected]

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NYC Data Science Academy, Data Science by R Intensive Beginner level, R003 student, Jiten presented how he scrapped dataset and did south park episode popularity analysis.

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Page 1: R003 jiten south park episode popularity analysis(NYC Data Science Academy, Data Science by R Intensive Beginner)

PROJECT OVERVIEW

South Park Episode Popularity Analysis

Jiten Pai [email protected]

Page 2: R003 jiten south park episode popularity analysis(NYC Data Science Academy, Data Science by R Intensive Beginner)

HIGH LEVEL STEPS

Retrieve IMDB Data (Season 17 Episodes) Episode Rating # of Votes

Retrieve Twitter Statuses (@SouthPark) # of Retweets # of Favorites

Join Data Sets on Episode Title

Page 3: R003 jiten south park episode popularity analysis(NYC Data Science Academy, Data Science by R Intensive Beginner)

DEMO

Page 4: R003 jiten south park episode popularity analysis(NYC Data Science Academy, Data Science by R Intensive Beginner)

WHAT NEXT?

Add Other Social Network Data Sets (Facebook, Google+, etc) Network with strongest correlation to rating A-B Test to establish causality

Add TV Re-Air Dates, Social Network Activity Hashtags Retweets

Expand to Other Shows # of Retweets # of Favorites

Find Most Valuable Social Network Users

Page 5: R003 jiten south park episode popularity analysis(NYC Data Science Academy, Data Science by R Intensive Beginner)

QUESTIONS?