Daily updated collection of user reviews for the Netflix Android application sourced from the Google Play Store. The dataset includes textual feedback, star ratings, and submission timestamps to track user sentiment and application stability over time.
Use Cases
- Perform sentiment analysis on the review text to detect shifts in user satisfaction
- Identify specific app bugs by searching the text column for keywords like 'login' or 'playback'
- Analyze the distribution of star ratings over time to evaluate the success of new feature rollouts
Strengths
- Updated every 24 hours to capture the most recent user feedback
- Contains raw review text and 1-5 star ratings for sentiment modeling
- Includes submission timestamps to facilitate longitudinal analysis of app performance