Proposal:
Citi Bike, a privately owned public bicycle sharing system serving the New York City boroughs of Manhattan, Queens, and Brooklyn, as well as Jersey City, New Jersey, is commonly used by people as the commuting tool for work and school.
Our warehouse aims to utilize the datasets of Citi Bike and weather to build a correlation of how people use Citi Bike in different weather patterns.
Key indicators could be quantified like how many times of use of bikes, how long is the average duration, which stations people use the most, how many days are raining and how many days are sunny.
Also, we can analyze the gender differences among using Citi Bikes such as the average duration of different genders and total times of usage of different genders.
However, due to the limitation of weather data from Kaggle, our warehouse tends to use 2016 datasets for both Citi Bike and Weather.
Group Members:
Jingwei Dong : [email protected]
Matthew Majowka : [email protected]
Jiale Xi: [email protected]