GLARE: Google Apps Arabic Reviews Dataset
This provides a large-scale Arabic dataset for app review analysis, but it is incremental as it focuses on data collection rather than new methods.
The authors introduced GLARE, a dataset of 76 million app reviews from Saudi Google PlayStore, with 69 million in Arabic across 9,980 Android apps, and conducted exploratory data analysis and feature engineering to showcase its utility.
This paper introduces GLARE an Arabic Apps Reviews dataset collected from Saudi Google PlayStore. It consists of 76M reviews, 69M of which are Arabic reviews of 9,980 Android Applications. We present the data collection methodology, along with a detailed Exploratory Data Analysis (EDA) and Feature Engineering on the gathered reviews. We also highlight possible use cases and benefits of the dataset.