The analysis was originally motivated and offered in some Data Science roles’ assessments. The data sets were, however, modified to be published. — Introduction My findings will encompass what may be contributing to the fluctuation of the foot traffic rates of restaurants/stores across Japan. This information will benefit corporate management levels within the F&B industry in optimizing category management, store selection, and associated resource allocation, leading to higher store visits, higher revenue, and a…