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Predictive Analysis
This is a predictive analysis of heart disease considering three parameters like Idl (Intermediate-Density Lipoproteins (mmol/L)), Avg Adiposity (Obesity) and Avg Tobacco (in kg) content. The entire analysis is performed with respect to the Idl component since it is the deciding parameter and provides a reference value determining whether the patient is prone to have a heart disease in near future. We can observe that if the Idl parameter exceeds more than 5 mmol/L the possibility of heart disease increases. There is also consideration of the tobacco and adiposity content for this prediction, which has a major impact on Idl and contributes to the rise of the same.
Visualization for Avg Mortality Rate & State
The bar plot above compares the average mortality rate due to heart disease by state, with the states ordered from highest to lowest rate.
The graph is sorted in descending order by the State Vs Average Mortality Rate.
There are colour shades provided to make it simpler in order to understand the Average Mortality Rates in each state with GU (Guam) being the highest and VI (Virgin Islands) being the lowest in terms of Average Mortality.
Representation of Stroke Vs Age Groups
The Bar Chart categorizes individuals into age groups and shows the count of strokes within each group.
There is a clear illustration of the population with age groups varying from 0-90 which uses “Stroke” as a comparing parameter, according to the bar chart we can conclude that the stroke possibility gradually increases as we move on from age group 30-90, hence age is a major parameter for stroke possibility in humans. `
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