Managing data using Hadoop ecosystem

This project is designed to give students hands-on experience with designing an application using big data and some of the components of Hadoop ecosystem.
This assignment supports the following objectives:

Design toy applications using Sqoop, Flume, or Storm
Create a small Hadoop application

ZoomZoomCom, a marketing company, has hired you to design a data analysis project based on Hadoop. They want to determine for each of thousands of product categories if there is a correlation between the sentiment of the context in which a link to a page for a product of a certain category appears and the likelihood of its being clicked on. For example, is an upbeat context of a link to a cosmetic product more likely to be linked on than a downbeat one? Is the opposite true for dieting products?