"Always answer 'Do you want more data?' with 'Yes, please.'" -- ehhh more data isn't necessarily "Good" Data, there are hundreds of MTurk collection studies to verify the old phrase "Garbage in, Garbage out"
That is a very good point. If you have data lying around, you might as well take a look at it, but think two and three times before you spend time and money collecting new data.