Below is a map of the UK, with the location of each club highlighted on the map by a circle of the team's primary color. The size of each team's points is scaled by their total number of wins from 2006-2018 divided by the number of seasons that team played in the Premier League in that range. This metric gives a good visual representation of a team's sustained success in the league, by showing how they perform on average each season in the Premier League. On the second page of the visualization, a zoomed in map of London proper is provided to better illustrate the 8 teams clustered in the city.
To better illustrate the network created over the years between the Premier League teams by their season matches, a network map is utilized. Once again, the point colors represent the team's primary kit color. The size of each team's point represents the number of matches they have appeared in from 2006-2018. This gives a better measure of the number of seasons that each team has been in the Premier League over that stretch. The size of the network links represent the number of times each team has played each other. When highlighting a larger scale team point, it can be seen that the majority or all fo the network points light up, representing that the team has played every other team at some point, since they have been in the league every year. Highlighting a smaller team, it is clear which teams were also in the EPL during the years that they were involved.
The lineup graphics below show the starting lineups for Manchester United for the past three seasons. Although their team formation stayed constant through the years, indicative of their consistent coaching, their personnel has changed quite a bit, with 64% starting roster turnover in 2 years. It is important to note that Manchester United can be considered a top-tier team in the Premier League, with a very high team budget. This allows them to be able to afford player upgrades each year and continuously upgrade their team. If this exercise was done for a mid-tier or low-tier team like West Ham United, they would most likely not see high roster turnover.