OGB Citation v2
Open Graph Benchmark academic citation network derived from MAG.
npx keepset fetch ogbl-citation2
- Nodes
- 2,926,620
- Edges
- 30,387,995
- Size
- 2.1 GiB
Fetch and preview this dataset on this page, or download the result as JSON. The command line fetches it without a browser.
Overview
Sources and provenance
Citations
- Weihua Hu, Matthias Fey, Marinka Zitnik, Yuxiao Dong, Hongyu Ren, Bowen Liu, Michele Catasta, Jure Leskovec (2020). Open Graph Benchmark: Datasets for Machine Learning on Graphs. NeurIPS.
Recipe
| Source | #0 |
|---|
| Archive | zip |
|---|
| Files | matching [^/]+/raw/(?:num-node-list|num-node-dict|edge|num-edge-list|triplet-type-list|relations/[^/]+/(?:edge|num-edge-list))\.csv\.gz |
|---|
| Inner archive | gzip |
|---|
| Parser format | "ogb" |
|---|
| Parser encoding | "utf-8" |
|---|
Crosswalk
keepset/topology to graph/v1, as a crossmap crosswalk.
| Rule | From | To | Direction |
|---|
| move | meta | meta | both |
| move | nodes[].id | nodes[].id | both |
| move | edges[].source | edges[].source | both |
| move | edges[].target | edges[].target | both |
Expected counts
| Edges | 30,387,995 |
|---|
| Nodes | 2,926,620 |
|---|
Properties
| Components | 4,617 |
|---|
| Connected | no |
|---|
| Cyclic | yes |
|---|
| Density | 0.000007087 |
|---|
| Directed | yes |
|---|
| Download bytes | 2.1 GiB |
|---|
| Edge types | 1 |
|---|
| Heterogeneous | yes |
|---|
| Multigraph | no |
|---|
| Node types | 2 |
|---|
| Raw bytes | 0 B |
|---|
| Self loops | no |
|---|
| Weighted | no |
|---|