Madison Restaurant Reviews

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Network Type

Simplicial ComplexHypergraph

Tags

domain: reviewsmetadata: edge classessource: benson

Overview

This hypergraph has Yelp users as nodes and monthly co-review groups for Madison, WI restaurants as hyperedges. Each hyperedge is associated with a restaurant category. The dataset was derived from the Yelp Kaggle competition data.

Attributes

  • cuisine : string: The category of the restaurant that the users co-reviewed.

Simplicial Interpretation

For simplicial complexes, the suggested construction to satisfy simplicial closure is to interpret the category label as a set. Non-maximal simplices get the category of all maximal simplices they are contained in.

Statistics

Nodes

Nodes

565

Node Type

Yelp User

Node Degree

Min1
Q14
Median7
Q39
Max59

Hyperedges

Hyperedges

601

Hyperedge Type

Co-reviewed Establishment

Hyperedge Label

Cuisine

Hyperedge Degree

Min2
Q13
Median5
Q310
Max43

Hyperedge Label Distribution

9 unique labels ยท imbalance degree: 4.31