PANDOR

Donated on 10/1/2018

PANDOR is a novel and publicly available dataset for online recommendation provided by Purch (http://www.purch.com/).

Dataset Characteristics

Multivariate

Subject Area

Other

Associated Tasks

Recommendation

Feature Type

Categorical

# Instances

48000000

# Features

-

Dataset Information

Additional Information

source, offerId, pageViewId, offerViewId, utcDate, keywords, wasClicked, offerViewCountPerPageView, clickCountPerPageView, userId, productLemmas, productFeatures, url, pageLemmas, pageFeatures # Events: 48,602,664 # Users: 5,894,431 # Offers: 14,716 # Clicks: 337,511 # OffersShown: 48,754,927 # Max offers shown to 1 user: 2,029 # Max clicks done by 1 user: 119 Average # Offers Shown to 1 user: 8.271 Average # Clicks done by 1 user: 0.057 Average # Clicks done by 1 user (if user did at least 1 click): 1.350616661464461 # Events where user did at least 1 click: 4,544,848 # Events which have at least 1 page text words: 1,212,170 # Events which have at least 1 product Text words: 450,050 # Events which have at least 1 keyword: 4,492,544 page text vocabulary size: 9,111 product text vocabulary size: 6,016 keyword vocabulary size: 543 Out of 9,847 offers, 2,701 offers have at least 1 text word (27.4%) Out of 7,092 pages, 1,990 pages have at least 1 text word (28.1%)

Has Missing Values?

No

Variable Information

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Creators

Massih-Reza Amini

Charlotte Laclau

Sumit Sidana

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