Transfer Fee by players and teams on the English Premiere League
Do you know how many spend in transfer fees and salaries the Premier league teams?
Every season the premier league teams sign new players, to do this they pay a transfer fee and a salary, but this generates some interesting questions such as: Who are the best paid? Which teams spend the most? Which positions has the higher salaries? This dashboard show some charts to answer this and other questions.
Tools
I transform processes and enhance operational efficiency through advanced analytics and data visualization, as well as by developing artificial intelligence.
My 4 Steps
It is worth mentioning that these steps are not mutually exclusive; they can be executed simultaneously depending on the project’s needs. Additionally, I continuously optimize this process based on feedback from other stakeholders.
Architecture
The system was develop in Pyhton, the data source is a csv file with data from the English Premiere League 2021. The data is read it with Pandas and also this library is use to for data transformation. Plotly is use for build the graphs and show it in the front.
Spend of all the teams in the EPL 2021
In the first tab the are some charts to compare all the teams and the spend in salary, transfer fee and the years of contract to identify outliers. Also showing the players with the highest transfer fee and salary.
Spend by team
A dropdown to choose one or many teams updating the charts. Each chart show information related for the teams. It is possible to see the relation between the transfer fee for the playeers and their possitions, their salaries. Also there is a chart with the age distribution.
