CareerVillage Analysis + Recommendation System

• CareerVillage.org is a nonprofit that crowdsources career advice for underserved youth (founded in 2011). The platform matches the career questions students ask to a volunteer corp of over 10,000 working professionals with relevant expertise.

• This Kernel attempts to provide an extensive Exploratory Data Analysis of the data provided by CareerVillage to Kagglers for this competition. Most visualizations are done using Plotly library.

• Recommendation Engine here uses Epsilon-Greedy Algorithm to balance between Exploration and Exploitation to recommend questions to professionals.