This research explores how children and youth utilize social media and information and communication technologies (ICTs) focusing on youth from seven countries: Dominican Republic, El Salvador, Guatemala, Honduras, Jamaica, and Trinidad & Tobago. This analysis uses computational techniques including network visualization, sentiment analysis and computational linguistic analysis.