FOR RESEARCH PAPER

This Shiny application allows users to explore how car transmission type affects fuel efficiency using the mtcars dataset. It provides an interactive interface where users can select between automatic and manual transmissions to see the corresponding average miles per gallon (MPG) and a visual comparison. The app is designed to make it easy for users to understand and analyze MPG differences both numerically and visually, helping inform decisions about car performance and fuel economy.

test for future reference

Built an end-to-end NBA analytics project in R using 12,000+ player-season records; performed EDA, feature engineering, linear and regularized regression (Ridge/LASSO), and tree-based modeling, achieving improved predictive accuracy and interpretable insights into player performance.

This webpage is created using R Markdown and demonstrates the use of the Leaflet package to build an interactive map. The map allows users to zoom, pan, and click on markers to view information about different locations. The document also displays the date of creation and is hosted online, fulfilling the requirements of the assignment.