This issue brings together five articles reflecting the diversity of applications of statistics and data science in Latin American contexts: spam classification with deep learning, electricity price forecasting using Elman networks and GARCH models, canonical correlation analysis in secondary education, simulation-based sample size evaluation for official surveys in Costa Rica, and hierarchical Bayesian modeling of football performance in the BetPlay League.