In this paper, we describe a framework for data analysis that can be embedded into a base application. Since it is important to analyze the data directly inside the application where the data is entered, a tool that allows the scientists to easily work with their data, supports and motivates the execution of further analysis of their data, which would lead to new and interesting findings is desirable. If the analysis process is too complicated, tedious or not apparent, this could restrict scientists, especially in non-IT-related disciplines, from analyzing the data in depth. To enable this solution we first describe the requirements for an analysis tool and explain the steps we took to meet those requirements. Then we describe the steps that are necessary to integrate the analysis into a base application. We also explain how the analysis framework can be extended with new specific components that allow the users to add exactly the features they need for their analysis. [For full proceedings, see ED571459.]