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This study investigates the feasibility of leveraging big data sources—particularly Twitter, Facebook, and radio data—to improve the evaluation of gender equality and women’s empowerment initiatives. In particular, this study seeks to understand the potential role of big data to evaluate the contribution of UN Women to women’s political participation and leadership, using Mexico and Pakistan as case studies.