• Understanding relationships between vehicle characteristics and fuel economy
• Need for a simple and interactive exploration tool
• Intended for non-technical users

• Built using Shiny
• Uses the mtcars dataset
• Allows interactive variable selection and filtering
• Fits models in real time

summary(mtcars$mpg)

##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   10.40   15.43   19.20   20.09   22.80   33.90

1.Select X and Y variables

2.Filter data using sliders and checkboxes

3.Choose a model type

4.Review plots and metrics

• Provides quick insights without writing code

• Easy to extend to other datasets

• Useful for exploratory analysis