Sports have traditionally been recognized as a male-dominant domain. When physical education was introduced to the education system in the 1800s, it was considered a deterrence against the feminization of male students, due to the growing number of female teachers [1]. This has led to a gender-biased system that discourages females from sports activities in their early years–acting as a mechanism that strengthens the gender disparity of interest and participation in sports. This takes away invaluable benefits of physical activity from women–including health benefits and social opportunities to build teamwork, companionship, confidence and more. In this paper, we attempt to identify such gender disparity in sports participation and interest, as well as the quantitative effects it has on the social well-being of women. To do so, we compile and analyze multinational statistics in the Eurozone to identify social phenomena and explore correlations. We use visualizations and statistical methods to validate our findings.