Published 2020 | Version v2

Marketing Bias data

  • 1. Airbnb, Inc.
  • 2. University of California, San Diego
  • 3. Twitter, Inc.

Description

Description

These datasets contain attributes about products sold on ModCloth and of the Electronics category on Amazon which may be sources of bias in recommendations (in particular, attributes about how the products are marketed). Data also includes user/item interactions for recommendation. The dataset includes 99,893 reviews for ModCloth and 1,292,954 reviews for the Electronics category of Amazon.

Files

df_electronics.txt__100lines.txt

Files (13.9 kB)

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md5:c78b9b61237e3b7c94e3f44742b1d73e
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Details

Resource type Open dataset
Title Marketing Bias data
Creators
  • Wan, Mengting1
  • Ni, Jianmo2
  • Misra, Rishabh3
  • McAuley, Julian2
  • Publisher ACM
    Year of publication 2020
    External resource https://github.com/MengtingWan/marketBias
    Related works
    Is cited by
    Journal article: 10.1016/j.ipm.2022.103115 (DOI)

    Variables

    Name Description
    item_id item_id
    user_id user_id
    rating rating
    timestamp timestamp
    model_attr model_attr
    category category
    brand brand
    year year
    user_attr user_attr
    split split
    size size
    fit fit