About_Moviemetr
- 1. MovieMetR Predicting the prospects of movies
- 2. What do I watch? A Documentary? A Drama? Which one?? Comedy? Which is good???? Which is a waste of money??????
- 3. • Data manipula;on: Pandas • Machine Learning: scikit-‐learn • Storing Data: SQLite • Data scraping from raw HTML • Beau;fulSoup and Regular expressions • Using RoJen Tomato API • CSS/HTML: Bootstrap • Visualiza;on: D3.js • Querying Data: SQLite • Python to HTML: Flask
- 4. Procedure • Training Set: Movies from 2013 • Features – Actors, Director – Genre, Distributor, Release Dates (Major Holidays?) • Issues: – Curse of Dimensionality! – Scaling • Linear Regression with L2 Regulariza;on
- 5. How does the site look like? Comparing our ra;ngs with RoJentomato User Ra;ngs See the app at: hJp://moviemetr.herokuapp.com Source code at: hJps://github.com/souravc83/ MovieMetR
- 6. What do I watch? A Documentary? A Drama? Which one?? Comedy? I can chew on those numbers and spit out a decision. J 1.4 30.2 24.2 25.3