Based on the Sankey Diagram

Build a Sankey diagram to show how students move across elective courses from Year 1 to Year 3.

Compiling programs from 9-14.

Develop an R program to calculate and viszalise a co-relational matrix for a given dataset, with color coded cells indicating the strength and direction of co-relations, using ggplot2, geom_tile function.

Write an R program to create many dotplots from the grouped data, comparing the distributions of variables across using ggplot2’s position_dodge functions.

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

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

To generate a box plot using ggplot2, enhanced with notches and outliers, and grouped by a categorical variable using an in-built dataset in R.

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

5. Implement an R program to create a histogram illustrating the distribution of a continuous variable, with overlays of density curves for each group, using ggplot2.

7. Develop a function in R to plot a function curve based on mathematical equation provided as input, with different curve styles for each group, using ggplot2.

Develop an R program to compile all the programmes from 1-7.

6. Write a R script to construct a box plot showcasing the distribution of a continuous variable , grouped by a categorical variable , using ggplot2's fill aesthetic.

4. Develop a script in R to produce a bar graph displaying the frequency distribution of categorical data in a given dataset, grouped by specific variable, using ggplot2.

Implement an R function to generate a line graph depicting the trend of a time-series dataset, with separate lines for each group, utilizing gglopt2’s group aesthetic.

Write an R script to create a scatter plot, incorporating categorical analysis through color-coded data points representing different groups, using ggplot2.

Develop an R program to quickly explore a given data set, including categorical analysis using group_by command, and visualize the findings using ggplot2 features.