This project analyzes Cyclistic's bike-sharing usage data to uncover differences in riding patterns between casual riders and annual members. The analysis includes data cleaning, exploration, and visualization to identify key trends and insights. The findings are used to provide actionable recommendations aimed at converting casual riders to annual members. The project includes a detailed R script for data processing and a Tableau dashboard for interactive visualization, making it a comprehensive resource for strategic decision-making.