My 4th year capstone project was to create a system that generates a social sentiment score for a given utility provider. Using the twitter api we were able to gather tweets, store relevant tweets regarding a utility company, and generate a sentiment score using a natural language processing system.
During this project I got familiar with using api's with python and started learning how to use the Flask framework. We used an agile methodology throughout the entire year to develop this project, which really helped me learn scrum and agile software development.