Aquila is an interactive web-based toolset that supports text mining from unstructured data. It features a customizable web-based user interface for data visualization and exploration which does not require any programming experience to use. The software system comprises five distinct stages: exploratory analysis, data warehousing, association rule mining, entity clustering and predictive analysis.