A mini data viz project exploring LEGO sales using the lego_sales dataset from the dsbox package. I cleaned the data and built fun visualizations to show top-selling themes, loyal customers, age-based trends, price vs pieces, and correlations. Insights are shared with each plot—highlighting strategies like loyalty programs, adult fan targeting, and smart pricing. All visualized in ggplot2, styled with bold pink vibes

PCA results

PCA results for MKRF Residual Stand Damage Assessment

Exploratory analysis of 2024 NOAA storm event data, highlighting the most harmful, frequent, and costly weather events across the United States.