You are the chief selector of the Indian cricket team and you are tasked with selecting the best all-rounder for the Indian world cup squad. Below is the list of all-rounders who are available for selection and their respective batting, bowling, and fielding stats

Player	Batting Average	Bowling Average	Catches/runouts per match
Hardik Pandya	29	40	0.3
Kedar Jadhav	43	37	0.25
Ravindra Jadeja	31	36	1.2
Stuart Binny	29	22	0.1
Vijay Shankar	32	53	0.15

1) Identify the player who is an outlier on a given criterion. Explain How did you decide on the outlier.
2) Below are Kapil Dev’s stats (fielding stats not available). Using Manhattan distance find which all-rounder is most “Kapil-like”. Does the result change if you use cosine similarity
instead of Manhattan distance?

Player	Batting Average	Bowling Average
Kapil Dev	24	27