Due to the growth of data production and availability, there was a consequent need to explore them to understand them, communicate the information obtained from them, and generate novel knowledge. Faced with this scenario of production of information from the large volume of data, Data Journalism emerged as a field that seeks not only to include clear and efficient visualizations, but mainly to tell stories based on data and facts to facilitate the public’s understanding. However, there is a need to develop and improve visual analysis tools that support narratives. In this document, we describe our research proposal, which consists of expanding the data visualization tool VisMaker, integrating the possibility of creating data stories for visualizations, in a new module named StoryMaker.