Analysis a data set with R Studio

I have a Template (RMD) so it's helps you to complete the analysis that i need which include: - I need the analysis to be utilize good coding almost never uses repetitive code where a function would be more appropriate. - All complex code is adequately explained with comments. It is always clear what the code is doing and how and why any unusual coding decisions were made. - Analysis code use formatting techniques (indents, spaces, line breaks, etc…) - Markdown syntax is used in the RMD file - The analysis appropriately uses univariate, bivariate, and multivariate plots to explore most of the expected relationships in the data set. - The analysis easy to follow - The analysis contains at least 20 visualizations. The visualizations are varied and show multiple comparisons and trends. Relevant statistics (e.g. mean, median, confidence intervals, correlations) are computed throughout the analysis when an inference is made about the data. - Visualizations made in the analysis depict the data in an appropriate manner that allows plots to be readily interpreted. Choice of plot type, variables, and aesthetic parameters (e.g. bin width, color, axis breaks) is appropriate. - Final Plots and Summary section containing three plots and commentary. All plots in this section reflect what has been explored in the main body of the analysis. - The plots are well chosen and the plots fulfill at least 2 of the criteria. (the criteria: Draw comparisons. Identify trends. Engage a wide audience. Explain a complicated finding. Clarify a gap between perception and reality. Enable the reader to digest large amounts of information) . - The plots are varied and reveal interesting trends and relationships.