Collaborating with Major League Baseball on their Baseball VR live game experience, we focused on incorporating augmented data visualization. Our objective was to develop and integrate a XR UI into the Unity project, featuring spatial data displays and visual effects. Additionally, we prototyped scenes to maintain a harmonious balance among all dynamic visual elements, enhancing the immersive viewing experience.