Recipe Reviews and User Feedback

About

The "Recipe Reviews and User Feedback Dataset" is a comprehensive repository of data encompassing various aspects of recipe reviews and user interactions. It includes essential information such as the recipe name, its ranking on the top 100 recipes list, a unique recipe code, and user details like user ID, user name, and an internal user reputation score. Each review comment is uniquely identified with a comment ID and comes with additional attributes, including the creation timestamp, reply count, and the number of up-votes and down-votes received. Users' sentiment towards recipes is quantified on a 1 to 5 star rating scale, with a score of 0 denoting an absence of rating. This dataset is a valuable resource for researchers and data scientists, facilitating endeavors in sentiment analysis, user behavior analysis, recipe recommendation systems, and more. It offers a window into the dynamics of recipe reviews and user feedback within the culinary website domain.

Subject Area

Computer Science

Instances

18,182

Features

Data Types

Tabular

Tasks

Classification

Feature Types

Continuous, Categorical, Integer

Features

Name	Role	Type	Units	Missing Values
num_records	Feature	Integer	-	No
└ number of records
recipe_number	Feature	Integer	-	No
└ placement of the recipe on the top 100 recipes list
recipe_code	Feature	Integer	-	No
└ unique id of the recipe used by the site
recipe_name	Feature	Categorical	-	No
└ name of the recipe the comment was posted on
comment_id	Feature	Categorical	-	No
└ unique id of the comment
user_id	Feature	Categorical	-	No
└ unique id of the user who left he comment
user_name	Feature	Categorical	-	No
└ name of the user
user_reputation	Feature	Integer	-	No
└ internal score of the site, roughly roughly quantifying the past behaviour of the user
created_at	Feature	Integer	-	No
└ time at which the comment was posted as unix timestamp
reply_count	Feature	Integer	-	No
└ number of replies to the comment
thumbs_up	Feature	Integer	-	No
└ number of up-votes the comment has received
thumbs_down	Feature	Integer	-	No
└ number of down-votes the comment has received
stars	Feature	Integer	-	No
└ he score on a 1 to 5 scale that the user gave to the recipe. A score of 0 means that no score was given
best_score	Feature	Integer	-	No
└ score of the comment, likely used by the site the help determine the order the comments appear in
text	Feature	Categorical	-	Yes
└ the text content of the comment