I selected a dataset from a cardiovascular study on residents of the town of Framingham, Massachusetts. My primary goal was to find an optimal model to predict whether the patient has a 10-year risk of future coronary heart disease (CHD).

The dataset has over 4000 observations, with 15 attributes and…

Photo by Markus Winkler on Unsplash

Big data has saturated into daily lives and the scope of data collection and the capacity for data storage are augmenting simultaneously. In the center of data usage arise concerns for privacy loss. As the pandemic continues, most countries have introduced contact tracing systems, which collect location data of users…

EDA project report

I would like to provide a sense of the current situation in the field of male professional soccer. The FIFA video game annually updates comprehensive players’ ability stats based on their past year performance, which should be indicative of the real-world player capacities.

I started by summarizing…

Ziheng Pan

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