Amazon Fine Food Reviews

Dataset Info : 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

OBJECTIVE :

  1. t-SNE Visualization
  2. Apply KNN 
  3. Apply Naive Bayes
  4. Apply Logisstic Regression
  5. Apply SGD for linear regression
  6. Apply SVM
  7. Apply Decision Trees
  8. Apply GBDT and RF
  9. Apply DBSCAN