Project Overview

VibeMap is an open-sourced sentiment-aware tweet visualizer that performs a scalable sentiment analysis tool that visualizes tweet embeddings in 3D using t-SNE and emotional clustering. This project explores transformer-free encoding pipelines that drastically improve cost-efficiency, training time, and scalability without sacrificing accuracy. It serves as a testbed for research into semi-supervised emotion classification and lightweight sentiment encoding.