Conversion Rate
Let's begin with conversion rates.
By conversion rates we mean how many penalty kicks does a team convert from the total they take.
Again, if penalty shootouts are chance events, the conversion rates of the best team and the worst team should not be statistically significant correct?
Would you expect to have a better conversion rate in a flip coin contest against anyone in the world (good or bad at flip coin)?
You wouldn't, right?
Take a look at the teams you chose as elites (left hand plot) and the teams on the non elite list (right hand plot).
Do they look different to you? Is there any interesting insight you can learn from this information about the performance of elites vs non elites?
Conversion Rate per Number of Penalty on Shootout
Let's look at the conversion rate of ELITE team's vs NON ELITE TEAMS based on the number of
penalties on a penalty shootout.
In a world in which penalty shootouts are driven by chance, we should not be able to see a
difference in performance across both groups.
One thing to keep on mind here is that the first penalty kick of a shootout is normally taken by
the best player on the team.
This is done to maximize conversion potential and keep morale high across the shootout.
Take a look at the performance of your selected teams in the initial penalty kicks.
Also, take a look at how the performance evolves as the penalty shootout advances.
Do you think that there is enough evidence to suggest that your elite teams are performing
better overall?
How about in the first penalty kick?
In the initial group of penalty kicks? How about the last penalty kicks in the shootout?
What does the data you're observing tell you about the performance of ELITE vs NON ELITE teams?
Conversion Rate pero Goal Zone
Now we come to the goal zone.
The grid you see represents the goal and each of the nine zones that the goal has been divided into for this exercise.
The label you see in each zone represents the conversion rate of penalties shot into that zone by elites (left hand) and non elites (right hand).
What can you learn about the conversion rates?
Would you expect elite teams to have more speed in their shootings (more strength), and this better conversion rates per zone?
What about the center zone where the goal keeper traditionally stands? Are there differences between elite and non elite teams when shooting at the center?
What does that tell you about the confidence of the shooter on his own skills?