I don't think you will get a large enough sample to conduct an accurate study relying only on the posts in this topic, however, I will help you by stating the most important factors I consider when choosing an exchange.

1-Reputation
2-Volume
3-Ease of withdrawal
4-Fees
5-Ease of use

Number 1 outweighs all other 4 factors for me.