HK: 2019/20 Top 5 European Leagues Analysis

Hari Krishna

Overview:

Top 5 European Leagues majorly involve leagues played in Italy,England,France,Germany and Spain.

An interactive dashboard is being implemented to display all the related statistics for respective players and leagues.This project is mainly contains lot of visualizations and we interpret results from it.

Data:

FIFA Ratings data from https://sofifa.com/ is used for exploratory data analysis to display radar charts,bar charts.

FBREF-https://fbref.com/en/ is used for ranking of players based on certain criteria and attributes.

For Transfer data is scraped from https://www.transfermarkt.co.in/

Description:

Home Page
League Stats
Player Comparison
Loan Analysis
Ranking

League Stats- Visualizations of world map,bar charts and certain key metric calculations are displayed

Player Comparison- Radar Charts are displayed based on official FIFA card rating

Loan Analysis- Profit and Loss Ratio of teams with respect to Transfer Markt

Ranking- A mathematical approach is implemented for ranking

AHP(Analytic Hierarchy Process) is used for calculating weights for the attributes
Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) is used to calculate ranks

Project Details can be found via this link

Project Link-Only Visualizations Included- link

Corrections

If you see mistakes or want to suggest changes, please create an issue on the source repository.

Citation

For attribution, please cite this work as

Krishna (2021, Feb. 23). HK: 2019/20 Top 5 European Leagues Analysis. Retrieved from https://www.harikrishna.com/Projects/2021-02-23-201920-top-5-european-leagues-analysis/

BibTeX citation

@misc{krishna20212019/20,
  author = {Krishna, Hari},
  title = {HK: 2019/20 Top 5 European Leagues Analysis},
  url = {https://www.harikrishna.com/Projects/2021-02-23-201920-top-5-european-leagues-analysis/},
  year = {2021}
}