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GraphBIG Dataset
To address the diverse features of graph data, GraphBIG present two types of graph data sets, real-world data and synthetic data. The real-world data sets can illustrate real graph data features, while the synthetic data can help workload characterizations because of its flexible data size.
As shown below, we collect four real-world data sets to represent all graph data types and a synthetic data set with arbitrary size. Moreover, the well-defined dataset interface of GraphBIG can support any third-party datasets in csv format.
| Data Set | Vertex | Edge | Download Link |
|---|---|---|---|
| Twitter Graph* | 120M / 13M (subset) | 1.9B / 60M (subset) | Link |
| Knowledge Repo | 154K | 1.72M | Dataset |
| Watson Gene Graph | 2M | 12.2M | Dataset |
| CA RoadNet | 1.9M | 2.8M | Dataset |
| LDBC Graph | Any | Any | Dataset |
(* The full twitter graph dataset is extremely large. The raw data file is more than 50GB. We are still looking for a public server for hosting download services of huge files. For now, we suggest our users try the twitter data from the link provided above.)