$22.$ The scatter$-$plot chart above is showing the relationship of average repair cost to age of two different machine types. The different shapes on the chart $($in green and blue colors$)$ are representing

a$.$ Machine type.

b$.$ Machine ID$.$

c$.$ Machine repair cost

d$.$ Machine Age