This dataset pulled from Kaggle references money puck data of NHL players statistics from the 2022-23 season. It examines players physical attributes, nationalities, and positional demographics. The dataset encompasses information on player height, weight, position, and nationality. Through statistical analyses and sampling methods, the project aims to understand the structure and representation of NHL player populations.