Using the Car Data base to showcase the plots and distribution

Histogram

Calculating the median age buying car:

Dot Plot of Ages

Data Plot mapping

Geometric Histogram

## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

Dot plot

## Bin width defaults to 1/30 of the range of the data. Pick better value with `binwidth`.

Colored plot

## Bin width defaults to 1/30 of the range of the data. Pick better value with `binwidth`.

Grouping

## Bin width defaults to 1/30 of the range of the data. Pick better value with `binwidth`.

Normal Distribution

Boxplot on the data

Conclusion:

The age is clustered around the mean hence we can interpret it to be a normal distribution.