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.idea Updated front-end look and feel May 18, 2017
data added tables for players grouped by genres May 30, 2017
documentation updated overview May 30, 2017
poster_video Added about page and fixed calendar bug May 28, 2017
scraper Dynamo to Mysql May 25, 2017
visualizations added tables for players grouped by genres May 30, 2017
website Updated theway Profit is calculated Jun 2, 2017
README.md Update README.md Jun 28, 2017


Movie Prophet


Data Science meets Hollywood

Movie Prophet is a predictive engine that forecasts the box office revenue given a movie proposal.

The project done in partnership with Boston Consulting Group - Digital Ventures will enable the stakeholders to have a competitive edge by investing in successful ventures. This novel solution will assist BCG - DV and their client partners by providing data-driven insights for making key investment decisions.

The project encompasses end to end spectrum of data science - web scraping for collecting the data, data wrangling, building machine learning algorithms and data visualization. The final deliverable will be a dashboard that will empower the stakeholders to make digital media investment decisions. Currently, investment decisions are made based on industry experience and perceived notion of success. Movie Prophet will be a value add to the stakeholders by supporting the business decisions with powerful machine learning techniques having improved precision and accuracy.

Tech Stack:

  • Front end - HTML, CSS, Javascript, Ajax
  • Back end - Python
  • Server - Flask
  • Cloud Service - AWS
  • DB - MySQL
  • Tools used - Jupyter Notebook

Video Pitch:



Nelson Dsouza Linkedin | Email

Maria George Linkedin | Email

Saurabh Seth Linkedin | Email

Please feel free to contribute to this project