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Performed Statistical Analysis on Heart Disease Dataset to figure out the important variables categorizing the risk of heart disease

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Statistical-Analysis-of-Heart-Disease-Dataset

Performed Statistical Analysis on Heart Disease Dataset to figure out the important variables categorizing the risk of heart disease

Summary:

This notebook explains the analysis of a Heart Dataset, where we have about 303 subjects both Male and Female of varying ages. We look at 14 variables where they have different traits and a target variable that classifies if they have a high or low risk of heart disease. Then we are trying to analyze the data and see what significant factors are most important in flagging a person as a high risk patient for heart disease. In this document below i have explained my thinking process of how to start an analysis and try to dig out the reasons that classifies the subjects into two categories.

Dataset:

Data is being downloaded from Kaggle. Here is the link to it: https://www.kaggle.com/ronitf/heart-disease-uci

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Performed Statistical Analysis on Heart Disease Dataset to figure out the important variables categorizing the risk of heart disease

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