Apple Appstore Historical App Ranking, Rating and Review Data Sets

a) Data Set 1: Containing all top-free-300 leaderboard information in Appstore from 2010-02-08 to 2012-09-17

b) Data Set 2: Containing all top-paid-300 leaderboard information in Appstore from 2010-02-08 to 2012-09-17

c) Data Set 3: Containing all rating and review information for Apps in the above two data sets.

Please contact zhuhengshu at outlook.com for requesting these data sets.

Reference: (If you use these data sets for research purpose, please cite the following papers)

• Hengshu Zhu, Hui Xiong, Yong Ge, and Enhong Chen, Discovery of Ranking Fraud for Mobile Apps, IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE), 27(1):74-87, 2015. [PDF]

• Hengshu Zhu, Chuanren Liu, Yong Ge, Hui Xiong, Enhong Chen, Popularity Modeling for Mobile Apps: A Sequential Approach, IEEE Transactions on Cybernetics (IEEE TC), PP(99):1-12, 2014. [PDF]