Caballos

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.

Develop an R program to create a box plot to compare the Sepal Length across different species in the iris dataset. Ensure the plot highlights outliers with a specific color and shape, includes notches to compare medians, and applies appropriate labeling and styling.

Create a R program to calculate and visualize co relation matrix for a given data set with color coded cells the strength and direction of co relations , using ggplot2 geom_tile function

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

Write an R program to create multiple dot plots for grouped data, comparing the distributions of variables across different categories, using ggplot2’s position_dodge function