Bay Wheels is a regional public bicycle sharing system in California's San Francisco Bay Area. It was established as Bay Area Bike Share in August 2013. After Motivate's acquisition by Lyft, the system was renamed to Bay Wheels in June 2019. The system is expected to expand to 7,000 bicycles around 540 stations in San Francisco, Oakland, Berkeley, Emeryville, and San Jose.
Bay Wheels, consists of a fleet of specially designed, sturdy and durable bikes that are locked into a network of docking stations throughout the city. It's a fun, convenient and affordable way to get around.
- exploration_template.ipynb main file work through all the project.
- slide_deck_template.slides.html explain the project though slides.
- 202007-baywheels-tripdata (Dataset from Bay Wheels website), available here
- Highest 3 trip days were on Saturday. While, least 4 trip days were on Monday.
- Riders used Electric bikes twice docked bikes. espashily casual riders
- Casual riders are twice members riders in weekends
- Members ride main hours(11 ~ 19). They also ride more on workdays Innovate services like public bicycle sharing system is less pollution in the air and less traffic, allows more parking spots, and is less noisy through neighborhoods.
Python Verison: 3.8
packages: Pandas, numpy, matplotlib, seaborn, Image, HTML