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Visualization skills are essential tools that could accelerate learning and promote scientific understanding.There are many topics in chemistry which require students to translate two dimensional presentations into three dimensional features.Several studies agree that visual ability do have positive correlation with students grade, and their achievement in chemistry subjects.A total of 170 graduating science students at the Faculty of Applied Sciences in Universiti Teknologi MARA (UiTM), Malaysia participated in this study.The objective of this study is to measure visualization ability using Purdue Visualization Rotation Test (PVRT).