Scientists have recently invented a pill "CV99" that promises to cure Covid-19 the way paracetamol is able to stop a headache. A pool of covid-19 patients has agreed to a pilot where they will consume a lighter dose of the pill.

However, scientists have warned: CV99 is only safe for those with a healthy heart.

You are a data scientist hired by the company that produces CV99. Your role is to examine data on the covid-19 patients who have put their hand up to pilot this miracle pill. As a data scientist, you will explore, clean and model data to communicate any insights on the dataset that will help doctors make an informed decision as to whether to allow a patient to consume the pill.

You may access the dataset via this link: https://archive.ics.uci.edu/ml/datasets/heart+disease

As deliverables, the producers of CV99 have requested for a report with the following sections:

• A listing of any missing values or outliers and a justification of the methods used to deal with missing values and outliers.
• Charts representing insights on the heart health of the patients.
• Explanation of the models used to evaluate performance.