App Store Reviews With Sentiment (300k)

300,000 app store reviews with sentiment labels and multiple features are provided in this Kaggle dataset. The collection focuses on real-world mobile application feedback for machine learning and deep learning applications. The author and publication date are currently undocumented.

Use Cases

• Sentiment classification using the review text and sentiment labels
• Natural language processing model training on 300,000 text records
• Data cleaning exercises using the categorical features

Strengths

• Contains 300,000 records
• Includes sentiment labels for supervised learning
• Categorized as a multi-feature dataset

Limitations

• Lack of metadata regarding specific column names and data types
• Unknown license and provenance
• No information on temporal or geographic distribution

Provenance

Source

Kaggle