CHAOSSEARCH, a data search and analytics platform, allows users to query and analyze datasets without needing to parse or configure the schema on their side. The author recently used this platform to dive into Boston's Blue Bikes bike share program dataset, which is publicly available on Amazon S3. By indexing and querying the data, the author was able to extract insights such as the rate of rides over time, user demographics, and popular stations for users. The analysis revealed interesting patterns, including a seasonal decrease in non-subscriber usage during winter months, consistent 20% growth among subscribers, and an imbalance in gender representation with men outnumbering women by about 3:1. The author also identified the most popular start and end stations for users, as well as a least used station that appears to be used primarily for round trips between a small group of destinations.