Develop a script in R to create a violin plot displaying the distribution of a continuous variable, with separate violins, using ggplot2.

Write a R program to generate a basic box plot, enhance with notches and outliers ,and grouped by a categorical variable,using ggplot2

Develop an R function to draw a density curve representing the probability density function of a continuous variable, with separate curves for each group, using ggplot2.

Create multiple histograms using ggplot2::facet_wrap() to visualize how a variable (e.g., Sepal.Length) is distributed across different groups (e.g., Species) in a built-in R dataset.

BAIS 462 Final

2025 Indianapolis GP Picks

Develop an R program to calculate and visualize a correlation matrix for a given dataset, with color-coded cells indicating the strength and direction of the correlation using the ggplot2 package and the geom_tile() function.

According to the World Health Organization (WHO) stroke is the 2nd leading cause of death globally, responsible for approximately 11% of total deaths. This data set is used to predict whether a patient is likely to get stroke based on the input parameters like gender, age, various diseases, and smoking status. Each row in the data provides relevant information about the patient.

Open data ℅ Land Registry

Open data ℅ Land Registry

Develop an R program to generate facet_wrap histograms,Density Plot Function,Boxplot with Notch and Outliers,Violin Plot,Correlation Matrix Heatmap,Dot Plot with Grouped Variables