mHealth Apps Review Analysis – Replication Package

This replication package contains the following files: No File Name Description 1 User Review.xlsx Contains user reviews from four analyzed apps. 2 Data Collection Report.pdf Details the data crawling process from Google Play Store and review counts. 3 Text Preprocessing Report.pdf Describes text preprocessing steps for the reviews. 4 Review Labeling and Topic Modeling Report.pdf Explains extraction of aspects and classification of reviews into these aspects. 5 Manual_Labeling_Topic_Analysis_Reviews_mHealth_Apps.ipynb Covers data crawling, preprocessing, and analysis of manually labeled reviews. 6 Topic_Modeling_with_LDA_Analysis_Reviews_mHealth_Apps.ipynb Covers preprocessing of non-labeled reviews, LDA topic modeling, and analysis of results.