Heart Disease

Data Set

the data inculde about 900 row of people who have heart disease

inculde the age , gender , chest pain type and others

you can see the data and feature in kaggle here

summary of finding

When i make explore to the data i find that most of people who have heart disease are the male

also the male whose age over 60 are the most age that have the heart disease

the people whose have a ASY chet pain type the most people have heart disease

and also the male whose have ASY chest pain type than female

when i checked the st_spop i find the the most people whose have heart disease the st_slope is flat

also the FastingBS are over 120 have both side the most people normal and have heart disease

Key Insights for Presentation

for presentation i focus on just know which age are most have heart disease and the gender of the people that have this disease

, focus on the most chest pain type , st_slop and fastingBS that make people have this disease or not

Afterwards, I introduce each of the categorical variables one by one. To start,

I use the histogram plots of age and gender count . I'm only looking at

the chest pain type plot here since it's the clearest example of how the

age affect in heart disease .