Amazon-Fine-Food-Reviews

Problem Statement

Given a review, determine whether the review is positive (Rating of 4 or 5) or negative (rating of 1 or 2).

Data Overview

Source of Data : https://www.kaggle.com/snap/amazon-fine-food-reviews

The Amazon Fine Food Reviews dataset consists of reviews of fine foods from Amazon.

• Number of reviews: 568,454
• Number of users: 256,059
• Number of products: 74,258
• Timespan: Oct 1999 - Oct 2012
• Number of Attributes/Columns in data: 10

Attribute Information:

• Id
• ProductId : unique identifier for the product
• UserId : unqiue identifier for the user
• ProfileName
• HelpfulnessNumerator : number of users who found the review helpful
• HelpfulnessDenominator : number of users who indicated whether they found the review helpful or not
• Score : rating between 1 and 5
• Time : timestamp for the review
• Summary : brief summary of the review
• Text : text of the review

Heroku app: https://food-reviews-prediction.herokuapp.com/