Team InfiniteKarma - The Singapore Labs - Innovation Week - Mid June 2020 Over a week (3 days of work), the team explored various problem statements that piqued their curiosity from both a technical and business perspective. The team explored surfacing sentiment from Financial Sub-Reddit Forums on Reddit. Wildly known as being noisy (from a data perspective). We sought to answer the question of correlation between the sentiment of Financial Sub-Reddits, S&P500 and an equity's price to prove feasibility.