This interactive scatterplot visualizes sentiment analysis across a corpus of text data, with each point representing a word mapped by its sentiment score and frequency. Users can enter two words into text inputs to compare their associated topics and related terms, which display as lists beside the plot. The visualization uses D3 v6 to render SVG points with hover effects that highlight individual data, while color coding indicates positive, negative, or neutral sentiment based on threshold values. The code includes fake sample data for testing, demonstrating word-topic relationships and word-word similarity rankings.