Name: Facebook Large Page-Page Network Data Set
Creator: Kaggle
License: http://opendatacommons.org/licenses/odbl/1.0/

About this Dataset

Facebook Large Page-Page Network Data Set

Abstract:

This webgraph is a page-page graph of verified Facebook sites. Nodes represent official Facebook pages while the links are mutual likes between sites.

Data Set Information:

Node features are extracted from the site descriptions that the page owners created to summarize the purpose of the site. This graph was collected through the Facebook Graph API in November 2017 and restricted to pages from 4 categories which are defined by Facebook. These categories are: politicians, governmental organizations, television shows and companies. The task related to this dataset is multi-class node classification for the 4 site categories. Provide all relevant information about your data set.

Attribute Information:

Features are words that appear in the page descriptions.

Relevant Papers:

B. Rozemberczki, C. Allen and R. Sarkar. Multi-scale Attributed Node Embedding. 2019.

Citation Request:

@misc{rozemberczki2019multiscale,
title={Multi-scale Attributed Node Embedding},
author={Benedek Rozemberczki and Carl Allen and Rik Sarkar},
year={2019},
eprint={1909.13021},
archivePrefix={arXiv},
primaryClass={cs.LG}
}

Tables

Musae Facebook Edges

@kaggle.ishandutta_facebook_large_pagepage_network_data_set.musae_facebook_edges

591.87 kB
171,002 rows
2 columns

CREATE TABLE musae_facebook_edges (
  "id_1" BIGINT,
  "id_2" BIGINT
);

Musae Facebook Target

@kaggle.ishandutta_facebook_large_pagepage_network_data_set.musae_facebook_target

804.08 kB
22,470 rows
4 columns

CREATE TABLE musae_facebook_target (
  "id" BIGINT,
  "facebook_id" BIGINT,
  "page_name" VARCHAR,
  "page_type" VARCHAR
);