The purpose of this project are to: analyze factors that influence a customer to churn, make a ML model to predict customer churn, deploy model to the cloud.

I scrapes the data using python programming with the help of several libraries such as request, beautiful soup, regex, and pandas.

The main goal is to provide insight to green taxi drivers that can assist in their strategy and decision-making by knowing the right place and the right moment.

To get the intended information, I need to do a repetitive task as I need to click on each of the club's name. So I used Selenium to automate this process.