The badge holder has working knowledge necessary to implement a complete set of steps involved in working with text data from reading the text data to creating the final categories for additional analysis, how to apply the model to perform churn analysis in telecommunications and how to automatically and manually create and modify categories. The earner also knows how to edit synonym, type, and exclude dictionaries, and how to perform Text Link Analysis and Cluster Analysis with text data.