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Develop a script in R to calculate and visualize a correlation matrix for a given dataset, with color-coded cells indicating the strength and direction of correlations, using ggplot2's geom_tile function.

13. 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

I did a logistic regression on Titanic dataset. We decided to investigate if Gender has significant influence on Survival Rate. I used Dichotomous way and also Contrast coding to change Gender to Male & Female (1, -1). and dummy coding for (1,0) for Survived and Not Survived column

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

To create a violin plot using ggplot2 in R that displays the distribution of a continuous variable with separate violins for each group using an in-built dataset.

Software Requirements for the Project Review Scheduler