Yelp Restaurant Reviews Dataset (CSV)
Build a fresh Yelp restaurant reviews dataset for sentiment analysis, NLP or LLM training, instead of the old Kaggle and Hugging Face dumps. This task takes the top 20 restaurants of a Yelp search and saves 100 reviews of each with text, star rating, date and language. Reviewer details are left out. Change the search URL to any city or cuisine and download the dataset as CSV, JSON or Excel.
Input
Output fields
Sign up on Apify or log in
The Yelp Reviews Scraper & Monitor: Owner Replies, All Languages Actor is ready to run with the inputs already set for "Yelp Restaurant Reviews Dataset (CSV)". Sign up or log in and you'll land in Apify Console with a copy of this exact task.
Start the "Yelp Restaurant Reviews Dataset (CSV)" task
The Yelp Reviews Scraper & Monitor: Owner Replies, All Languages Actor will start running based on the input automatically. You can also change all the input fields, like businesses, max businesses per search url, and more, to match your specific use case.
Receive the "Yelp Restaurant Reviews Dataset (CSV)" output
Monitor the progress in real time. You will be notified as soon as your dataset is complete and ready for review. Each result includes data such as business, stars, date, and more.
Integrate into your workflow
The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow. You can also run the "Yelp Restaurant Reviews Dataset (CSV)" task via API.
