What are the key differences between collecting sports cards from different sports (e.g., baseball, basketball, football), and do these differences affect the value and rarity of the cards?

What are the key differences between collecting sports cards from different sports (e.g., baseball, basketball, football), and do these differences affect the value and rarity of the cards?