This project explored and compared the performance of new and legacy machine learning models with a history of use in the financial industry for bankruptcy detection. Bankruptcy is a legal process through which people or corporate entities who cannot repay debts to creditors may seek relief from some or all Read more…
The busiest passenger rail line in the United States, Amtrak also operates passenger rail service; together the NJ Transit and Amtrak operate nearly 750 trains across the NJ Transit rail network. This data is organized into a monthly performance report of nearly every train trip on the rail network with Read more…
Customer churn, also known as customer attrition or customer turnover, is the loss of a client or customer. Customer churn is a key business metric for many different industries; in this case telecommunications technologies. Predicting customer churn has many advantages in solidfying and maximizing customer base. This is because holding Read more…
Heart disease remains the leading cause of death worldwide — accounting for one-third of deaths in 2019. This makes heart disease a significant problem for all of us, and one that we should wish to reduce and detect early for better treatment. China had the highest number of heart disease Read more…
This dataset is from the NYC MTA buses data stream service. It shows in 10 minute increments the buses location, route, bus stop and bus schedule. We can cluster this data for a variety of reasons; such as analyzing traffic flow, seeing which bus stops are most frequented, or which Read more…