Scalable Visual Text Analytics for Large Document Collections

Analyzing large collections of unstructured text documents poses significant scalability challenges. This paper presents a visual text analytics pipeline combining topic modeling, sentiment analysis, and temporal trend detection within an interactive exploration environment.