A whale has to be defined in relation to the trading environment.

On a small exchange, a person selling 3 BTC of a cryptocurrency can definetly be a whale.
On a huge exchange, it might have to be 300 BTC though...

What makes a whale is the possibillity of obvious price manipulation.