The dataset contains user reviews and ratings of restaurants situated across 65 locations in Dublin along with other features such as cuisine, price range etc. which are as follows. Restaurant ID: Each ID represents a restaurant which has been given a unique ID to easily identify them. There are 211 restaurants in total. Location ID: The locality in which each restaurant is situated have been given ID’s. 65 such unique locations are present in the data. Review: This field represents the user reviews for each restaurant. Reviews have been cleaned to remove punctuations, emojis and special characters. Cuisine: Represents the cuisine type for each restaurant. Price Range: The average price for dining in the restaurant. It has 3 categories: €30 and under | €31 to €50 | €51 and over Food Rating: User given rating between 1 and 5 for the quality of food in the restaurant. Service Rating: User given rating between 1 and 5 for the quality of service in the restaurant. Ambience Rating: User given rating between 1 and 5 for the ambience in the restaurant. Overall Rating: User given rating between 1 and 5 for the restaurant in total. Restaurant Rating: The average rating of each restaurant based on general opinion. Review Sentiment: Overall sentiment of the user review i.e. either Positive or Negative. Total Number of Rows: 10000 Number of Rows for Positive Sentiment: 5000 Number of Rows for Negative Sentiment: 5000 Number of Unique Restaurants: 211 Number of Unique Locations: 65 Number of Unique Cuisines: 43