Identifying the potential factors that contribute to an aircraft engine’s durability is a big challenge. In this paper, we propose an interactive system to link the engine maintenance history data, flight route history data, and volcanic ash eruption data, and then visualize the relations among them. Several kinds of visualization forms are used to present the datasets. We implement the React-Redux framework to manage the visual components in the frontend, along with a backend to handle the database. This highly tailored system shows how datasets of different sources can be linked and visualized with interactivity. Data analysts and developers can benefit from full-stack development process from data to intuition, meeting the requirements of customized visualization.