This study is based on Bee-based Clustering(BBC)to analyze the questionnaires about the correlation from students’ reading habits and Othello. More specifically, the relationship between the outcomes in understanding the relationship between reading habits and reasoning ability of elementary school children. The research can provide a good reference to teachers and staff in education administration. The detail of this study incorporate the 5 th grade elementary school students of a series of questionnaires. There are 163 samples and 161 of effective samples. We also collect the records of school subjects of this 161 students. The results present that the ability in mathematics can produce a strong correlation in winning rates of Othello. It also presents that the preference of reading has some linked to good winning rates of Othello.