This R Markdown document was completed as part of the Capstone course for the Google Data Analytics Professional Certificate. It analyzes Cyclistic bikeshare data to understand differences between casual riders and annual members. It explores ride count, duration, temporal patterns, and bike preferences. The analysis aims to identify opportunities to convert casual riders into annual members through targeted marketing strategies.