Graphology is a scientific method of analyzing, identifying, evaluating and understanding personality through strokes and patterns revealed by handwriting. Personality that can be revealed through handwriting includes emotional outlay, fear, honesty, defense and many other individual personality traits. Graphology analysis is normally been used by teachers, lecturers, business people, company owners, police, forensic investigators, forensic psychologist, parents, spouse and many others. Numerous researches had been done on Latin handwritten script. Among the variants in Arabic handwritten script that are mostly been researched and receive considerable attention in recent years are Farsi (Persian) and Urdu. However, not much highlight had been given to Arabic script. This paper highlights the current research on graphology and the purpose of researching graphology towards Arabic handwritten scripts.