Dataset

Madison Restaurant Reviews

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Network Type

Simplicial ComplexHypergraph

Hypergraph where nodes are Yelp users and hyperedges are users who reviewed an establishment of a particular category (different types of restaurants in Madison, WI) within a month timeframe. The dataset was derived from the Yelp Kaggle competition data.

Attributes

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

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.

Dataset 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

Changelog

Revision 2
  • The edge attribute was renamed from genre to cuisine.
  • The dataset is now provided in gzipped format to reduce file size.