This is a collection of a basic set of codes implemented in R.

• ggplot2: For advanced and flexible data visualization.
• rpart: For decision tree modeling.
• rpart.plot: For plotting decision trees.
• e1071: For SVM and Logistic Regression models.

If you haven't installed R, download it from CRAN.

Open R or RStudio and run the following commands to install the required packages:

install.packages("ggplot2")
install.packages("rpart")
install.packages("rpart.plot")
install.packages("e1071")

Execute each script individually to observe the data analysis and visualization outputs.