Design a waffle chart representing distribution of occupations in urban vs rural areas.

program 9 to 14

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

Write a R program to create many dotplots from the grouped data.comparing the distribution of varaiables across using ggplot2’s dodge position function

12.develop a script in R to create a violin plot displaying the distribution of a continuous variable,with a separate violins for each group using an inbuilt dataset

Develop an r function to draw a density curve representing the probablitlity density function of a continuous varaiable,with seperate curves for each group,using ggplot2.

Create multiple histogram using ggplot2::facet_wrap() to visualize how a variable is distributed to different groups in a built-in R dataset

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

Create multiple histogram using ggplot2::facet_wrap() to visualize how a variable is distributed to different groups in a built-in R dataset.

programs from 1 to 7

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

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

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.

implement an r function to generate a line graph depicting the trend of time-series dataset ,with separate lines for each group,utilizing ggplot2’s group aesthetic.

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

write an r script to create a scatterv plot,incorporating categorical analysis through color-coded data points representing different groups,using ggplot2.

Develop an r program to quickly a given dataset,including categorical analysis using the group_by_commond,and visualize the findings using ggplot2 features.