Call Of Duty Mobile Reviews Dataset

Dataset Overview

This dataset contains 50,000 user reviews for the popular mobile game Call of Duty Mobile. The reviews are collected from the Google Play Store and include anonymized usernames, review content, and user ratings. The dataset has been cleaned to remove URLs and preserve only meaningful feedback for analysis.

Data Science Applications

This large dataset is ideal for various data science applications, including:

1. Sentiment Analysis: Analyze user sentiments to understand positive, negative, or neutral feedback.
2. Natural Language Processing (NLP): Perform text mining tasks such as topic modeling, keyword extraction, or text classification.
3. Gaming Insights: Identify common themes in user feedback to improve game features or address user concerns.
4. Recommendation Systems: Use the dataset to build systems recommending similar games based on user preferences.

Column Descriptors

The dataset contains the following columns:

• userName: Anonymized usernames (e.g., User101, User102).
• content: The text of the review provided by the user.
• score: The rating given by the user (on a scale of 1 to 5).

Ethical Data Collection

• The data was ethically mined using rate control to prevent overloading servers.
• Usernames have been anonymized to protect privacy.
• URLs and sensitive information have been removed from the reviews.

Acknowledgments

• Google Play Store: Source of the reviews.
• DALL-E 3: Used for generating visual assets