Ride-hailing services such as Uber and Lyft offer urban commuters and occasional travelers a convenient, on-demand alternative to car ownership and public transit. Understanding how men and women engage with these platforms helps operators tailor pricing, availability, and loyalty programs to the right audiences. The data reveals a clear gender divide in adoption, with female non-users outnumbering their male counterparts by a notable margin, pointing to an opportunity for targeted outreach and trust-building strategies.