All data from our experiments and analysis are made available on-line to support further investigations. We also found that free apps have significantly ( p-value < 0.001) higher ratings than non-free apps, with a moderately high effect size ( A ^ 12 = 0.68). We found evidence for a mild correlation between app price and the number of features claimed for the app and also found that higher priced features tended to be lower rated by their users. Results: The findings reveal that there are strong correlations between customer rating and popularity (rank of app downloads). Method: We use data mining to extract app descriptions, price, rating, and popularity information from the Blackberry World App Store, and natural language processing to elicit each apps’ claimed features from its description. Objective: This paper 1 exploits App Store Analysis to understand the rich interplay between app customers and their developers.
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These attributes make app stores ideal for empirical software engineering analysis. Information is available on price, customer rating and, through the data mining approach presented in this paper, the features claimed by app developers. Our crowd-sourced lists contains more than 10 apps similar.
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