Table 1 The list of well-know graph datasets, detailing with the categorization perspectives and the target applications they provided.

Network Repository*³⁹

https://networkrepository.com/

Data sources, Application domains

⧹

UCI Network Data repository*⁴⁰

https://networkdata.ics.uci.edu/

Data sources, Application domains

⧹

SNAP*⁴¹

https://snap.stanford.edu/data/

Data sources, Application domains

Graph algorithmic benchmarks

Network corpus*⁴²

https://github.com/microgravitas/network-corpus

Data sources, Application domains

⧹

SocioPatterns*⁴³

http://www.sociopatterns.org/datasets/

Data sources, Application domains

⧹

HIN-Datasets-for-Recommendation-and-Network-Embedding⁴⁴

https://github.com/librahu/HIN-Datasets-for-Recommendation-and-Network-Embedding

Data sources, Application domains

Network embedding and recommendation

TransportationNetworks²¹

https://github.com/bstabler/TransportationNetworks

Data sources, Application domains

Traffic assignment

FirstCourse NetworkScience*⁴⁵

https://github.com/CambridgeUniversityPress/FirstCourseNetworkScience

Data sources, Application domains

⧹

Graph Layout Benchmark Datasets*²²

https://visdunneright.github.io/gd_benchmark_sets/

Data sources, Application domains, Graph types

Layout algorithms benchmark

House of Graphs⁴⁶

https://houseofgraphs.org

Graph types

Graph theroies analysis

Open Graph Benchmark²³

https://ogb.stanford.edu/

Applications domains

Machine learning on graphs