Secretary Hillary Clinton had an email scandal for not keeping her emails on a government server but on a personal server. A Word Cloud is essentially however it is a depiction - after you clean up your text - removing stop words and words that do not contribute to analysis, the most frequently occurring terms in a graphical depiction. This exercise will essentially be a data cleaning exercise with a visualization at the end.

Using a Harry Potter World dataset example, a nonparametric analysis of categorical data is performed. The following tests are conducted after data cleaning: The Mann Whitney U and the Kruskal Wallis. A custom interactive table is also produced.

Simple Linear Regression on Murder Rates in All 50 States

Exploratory Data Analysis of Murder Rates in All 50 States

Analysis of the Global Terrorism Database from the University of Maryland (excluding cyber events) includes custom table, visualization and ggplot map

Gsub Function to break apart emails in strings

Principal Component Analysis of Counterfeit Bills

Credit Card Prediction using downsampling - contrasting two different methods in machine learning - logistic regression and SVM

Market Basket - Apriori - Movie Recommendation Algorithm of the Golden Age of Moview