Yes, it would in the same way a market sell of a similar amount would manipulate it downwards. I saw a market sell of 995 coins on Bitstamp yesterday. Best not to trade when you see things like this.
By how much did the price drop with the market sell order of 995 coins?
A little hard to believe a whale will do something so foolish, as oppose to selling on various exchanges over several days.