Trip Advisor Hotel Reviews

20,000 hotel reviews extracted from TripAdvisor, consisting of natural language text and associated numerical ratings. The dataset provides a domain-specific corpus for analyzing customer satisfaction and feedback in the hospitality sector.

Use Cases

• Train sentiment analysis models using the review text and rating columns
• Perform aspect-based sentiment analysis to identify specific hotel features mentioned in the text
• Develop text classification algorithms to categorize reviews based on the rating score

Strengths

• 20,000 unique rows of hotel review data
• Includes raw text feedback from TripAdvisor users
• Contains numerical ratings mapped to each text review