Diamond gems is one of the most popular gems in entire world. This valuable gem can be worth from as low as hundreds and up to millions. However, no clear guidelines or understanding on the determination of diamond’s price in the market. Therefore, exploring which attributes determine the value of a diamond gems may helps with predicting the price of the diamonds.