Distributions are a very important thing to understand during any EDA process. In this article we will look into multiple different ways to visualize distributions and how to create those visuals in R. Visualizing Distributions For this article I will be using the FIFA OFFICIAL DATASET from Kaggle and the…

Lollipop charts are an alternative to the bar graph. These can be shown for one or multiple variables. The lollipop chart For this article we will be using the Complete Pokemon Dataset from Kaggle for the data and the R package ggplot for the chart. Variations of the lollipop chart…

How much does the starting position of a drive affect success; and are there teams that do much better/worse than expected? 1. Goal In my previous article we looked at the probabilities each team had in scoring points or touchdowns on any given drive. …

How much of a difference is there between teams when a drive begins and the chance that they will score points when it ends? 1. Goal Scoring points in the NFL, regardless of where the drive begins on the field, is never a given. Some teams are better at offense while others…