STAR is Data Analysis tool based on Python Pandas. Its goal is to aid analysts in data analytic by providing tools and a meta-data system around Pandas DataFrame. STAR is composed of a data structure (Stark) that links together various Pandas DataFrame and provides a set of methods to make common data analysis tasks with a simple interface. Also it provides a small reporting engine capable of presenting results in graphic or tabular form. An automatic text generation engine is under development.