contact-high-school dataset
This is a temporal higher-order network dataset, which here means a
sequence of timestamped simplices where each simplex is a set of
nodes. The dataset is constructed from interactions recorded by
wearable sensors by people at a high school. The sensors record
interactions at a resolution of 20 seconds (recording all
interactions from the previous 20 seconds). Nodes are the people and
simplices are maximal cliques of interacting individuals from an
interval. Some basic statistics of this dataset are:
- number of nodes: 327
- number of timestamped simplices: 172,035
- number of unique simplices: 7,937
- number of edges in projected graph: 5,818
- contact-high-school.tar.gz (timestamped simplices)
- contact-high-school-proj-graph.tar.gz (weighted projected graph)
- Simplicial closure and higher-order link prediction.
Austin R. Benson, Rediet Abebe, Michael T. Schaub, Ali Jadbabaie, and Jon Kleinberg.
Proceedings of the National Academy of Sciences (PNAS), 2018. [bibtex] -
Contact Patterns in a High School: A Comparison between Data Collected Using Wearable Sensors, Contact Diaries and Friendship Surveys.
Rossana Mastrandrea, Julie Fournet, and Alain Barrat.
PLOS ONE, 2015. [bibtex]