In our "ShinyCar" app, we have used mtcars dataset to dynamically demonstrate the relationship between gas mileage (miles per gallon) and all other predictors within the dataset.

• Summary of the cleaned version of mtcars dataset, denoted as mtcarsClean
• An example of interactive plot for a categorical variable, transmission
• An example of interactive plot with prediction for a continuous variable disp

Within this cleaned dataset are 5 categorical variables and 5 continuous variables, listed below

head(mtcarsClean, n = 5)

##                    mpg        cyl disp  hp drat    wt  qsec       vs gear
## Mazda RX4         21.0 6 Cylinder  160 110 3.90 2.620 16.46 s-shaped    4
## Mazda RX4 Wag     21.0 6 Cylinder  160 110 3.90 2.875 17.02 s-shaped    4
## Datsun 710        22.8 4 Cylinder  108  93 3.85 2.320 18.61 v-shaped    4
## Hornet 4 Drive    21.4 6 Cylinder  258 110 3.08 3.215 19.44 v-shaped    3
## Hornet Sportabout 18.7 8 Cylinder  360 175 3.15 3.440 17.02 s-shaped    3
##                   carb transmission
## Mazda RX4            4       manual
## Mazda RX4 Wag        4       manual
## Datsun 710           1       manual
## Hornet 4 Drive       1    automatic
## Hornet Sportabout    2    automatic

Illustrated below is an example of an interactive data visualizatino for a category variable transmission in ShinyCar.

Illustrated below is an example of an interactive data visualizatino for a continuous variable disp by cyl in ShinyCar, with three interactive linear prediction lines as well as their corresponding 90% confidence intervals upon clicking.