1) DataRobot doesn't have any pre-trained sentiment models. You need to train a new model using labeled data. 2) Do you have any tagged data? If so, we can help you train your own custom sentiment model. Just post back here if you want instructions. 3) DataRobot is specially designed to read Japanese text e.g. parsing Japanese text into words before scoring.