Sports Data Visualization

Static (In Progress)

A. Global FIFA Rankings vs Average Player Values

Fig. 1: Analysis of the relationship between average player value (Euros) and FIFA ranking. Data Source: transfermarkt | FIFA

B. East vs West: Analysis of FIFA Ranking and Player Values in Africa

Fig. 1: Average player value is correlated with FIFA ranking in East and West Africa. Data Source: transfermarkt | FIFA

Fig. 2: Top player market value is correlated with FIFA ranking. Data Source: transfermarkt | FIFA

Fig. 3: Top players in West Africa have higher market values compared to East Africa. Data Source: transfermarkt

C. Analysis of African Players in the top 5 European Leagues

Fig. 1: Number of minutes played by Africans in Top 5 European Leagues

Fig. 2: Number of Africans playing in the Top 5 European Leagues

Fig. 3: Number of minutes played per African player in Top 5 European Leagues

Fig. 4: Relationship between number of minutes played by Africans in Top 5 European Leagues and FIFA Ranking

Fig. 5: Relationship between number of African players in Top 5 European Leagues and FIFA Ranking

Fig. 6: Relationship between number of minutes played per African players in Top 5 European Leagues and FIFA Ranking

Fig. 7: Best* Season for Selected African Players in Top 5 European Leagues. Best = highest goals (minus penalty kicks) + assists

Dynamic (In Progress)

A: African Football Legends (1990 - Present)

Link to App