What is the difference between `He is my best friend’ and `He is a close friend’?

It is possible for you to have several `close’ friends. When you say, `He is my best friend’, it suggests that he is the individual who is the closest to you; it’s this person with whom your share your most intimate thoughts.

Source: The Hindu ‘Know Your English’ Series, January 23, 2006