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An interactive data visualization analysis examining academic performance patterns among 12,411 engineering students in Colombia. While initial performance distributions might suggest gender gaps, this investigation reveals a more complex story of adaptation and resilience. Through four interactive visualizations - performance distributions, adaptation heatmaps, elite achievement analysis, and resilience indices - the study demonstrates that women show remarkable academic growth potential, achieving elite performance at equal rates to men despite apparent initial disparities. The analysis challenges deficit-based narratives about gender in engineering, suggesting that observed differences reflect systemic barriers rather than inherent capabilities. Built using R, ggplot2, and plotly for interactive exploration. Key Features: Interactive hover details for all visualizations Colorblind-friendly viridis palettes Comprehensive statistical analysis Focus on academic resilience and adaptation patterns

Introdução à Análise de Componentes Principais para Relações Internacionais

For a homework assignment at ASU DAT 301, still learning.

Data Analytics Dashboard for passing

Actividad práctica que combina el análisis estadístico inferencial con técnicas de visualización. Se muestra como se aplicarán pruebas de hipótesis para validar supuestos sobre el conjunto de datos y crearán gráficos que permitan explorar los resultados de manera visual e intuitiva.