SmartInsights is an AI-powered data profiling and reporting tool built in R for fast, automated exploration of structured datasets. This demo showcases how to use the generate_smartinsights() function to analyze a hotel bookings dataset, generate summary statistics, visualize key features, and produce a professional HTML report in seconds. Ideal for data analysts, students, and teams who want quick insights with minimal coding.

This case study analyzes one year of Cyclistic bike-share data to understand behavioral differences between annual members and casual riders. Using R, I cleaned, prepared, and explored the dataset, performed descriptive analysis, and visualized usage patterns. Insights help inform data-driven strategies to convert casual riders into loyal members.