Moroccan Dialectal Arabic Fake Reviews dataset

The Moroccan Dialectal Arabic Fake Reviews (MDAFR) dataset contains reviews written primarily in Moroccan dialect, with the remainder of the reviews written in modern standard Arabic. The dataset contains a total of 600 reviews, of which 300 are real reviews and 300 are fake reviews. The number of positive fake reviews is equal to the number of negative reviews. On the other hand, the number of positive reviews is 175 and the number of negative real reviews is 125. The reviews are all collected from trusted sources. The dataset contains the following attributes: the text of the review, the name of the product, the sentiment of the review, and finally the class. The fake class is labeled 1, while the real class is labeled 0.