This is a basic song recommender built using graphlab. This notebook also shows why using a popularity based recommender is not the right approach and how to easily create a personalized recommendation system is more effective and useful in almost all use cases. Also includes some analysis on the results we got and how it can be used to better serve the content to the end user.
The csv dataset can be downloaded from here: https://drive.google.com/file/d/0B91JEPO_jfR4S2luTnU3eF9LMXM/view?usp=sharing