World Cup • Download links: Players.csv, Teams.csv • Description: 2010 World Cup data including last name, team, position, minutes played, and game statistics for each player (Players.csv) as well as world ranking, games played in tournaments, and game statistics for each team (Teams.csv) Notes: O ▪ Statistics, including yellowCards and redCards, are for the entire tournament (excluding final game). ▪ Team ranking is the world ranking going into the tournament, so it may not be 1-32 even though there are only 32 teams For each of these problems, submit an answer obtained by performing operations on the provided data and a description of how you manipulated the data using Rapidminer to obtain your answer. Describe the procedure and functions used to come to your answer. Problem 1. Which team has the highest ratio of goalsFor/goalsAgainst? Problem 2. What is the average number of passes made by defenders? By forwards? Problem 3. What player on a team with "ia" in the team name played less than 200 minutes and made more than 100 passes? Problem 4. Which team has the highest average number of passes per minute played (and what is that average)? Problem 5. How many players on a team ranked under 10 (i.e. ranks 1 to 9) played more than 350 minutes?

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