Covers examples from Chapter 8 of Discrete Data Analysis for R. Proportional Odds and Generalized logic model showing how responses with 2 or more classes are modeled and graphically explained using a number of R packages.

PCA to reduce dimensionality on the US crime dataset

Homework 2 - ANLY 545

Analyzing a partially confounded design over two replications with two blocks each

Covers some simple interactive visualizations in R using plotly, ggplot, rbokeh

Analyzing expenses for 2017

Hierarchical and K-means clustering

Exploratory Data Analysis in R using Visualizations

Quantitative and Qualitative EDA

The objectives of this problem set is to gain experience working with the ggplot2 package for data visualization. To do this I have provided a series of graphics, all created using the ggplot2 package. Your objective for this assignment will be write the code necessary to exactly recreate the provided graphics. When completed submit a link to your file on rpubs.com. Be sure to include echo = TRUE for each graphic so that I can see the visualization and the code required to create it.

R vs Hand drawn graphs