Data sets for the LDBC Graphalytics benchmark. Stored in zstd-compressed CSV and Matrix Market files.
- graphalytics-graph-data-sets: The Graphalytics graphs represented as vertex/edge files and the expected results of the benchmark's algorithms (BFS, CDLP, LCC, PR, SSSP, WCC).
- graphalytics-sparse-matrices-matrix-market: The Graphalytics graphs represented as sparse matrices, encoded in the Matrix Market format. For weighted graphs, two variants are available: the original weighted graph (fp64) and an unweighted variant (bool).
Website: https://ldbcouncil.org/benchmarks/graphalytics/
Related publication: Alexandru Iosup, Ahmed Musaafir, Alexandru Uta, Arnau Prat-Pérez, Gábor Szárnyas, Hassan Chafi, Ilie Gabriel Tanase, Lifeng Nai, Michael J. Anderson, Mihai Capota, Narayanan Sundaram, Peter A. Boncz, Siegfried Depner, Stijn Heldens, Thomas Manhardt, Tim Hegeman, Wing Lung Ngai, Yinglong Xia: The LDBC Graphalytics Benchmark. CoRR abs/2011.15028 (2020). https://arxiv.org/abs/2011.15028
Statistics:
- cit-Patents, vertices: 3774768, edges: 16518947
- com-friendster, vertices: 65608366, edges: 1806067135
- datagen-7_5-fb, vertices: 633432, edges: 34185747
- datagen-7_6-fb, vertices: 754147, edges: 42162988
- datagen-7_7-zf, vertices: 13180508, edges: 32791267
- datagen-7_8-zf, vertices: 16521886, edges: 41025255
- datagen-7_9-fb, vertices: 1387587, edges: 85670523
- datagen-8_0-fb, vertices: 1706561, edges: 107507376
- datagen-8_1-fb, vertices: 2072117, edges: 134267822
- datagen-8_2-zf, vertices: 43734497, edges: 106440188
- datagen-8_3-zf, vertices: 53525014, edges: 130579909
- datagen-8_4-fb, vertices: 3809084, edges: 269479177
- datagen-8_5-fb, vertices: 4599739, edges: 332026902
- datagen-8_6-fb, vertices: 5667674, edges: 421988619
- datagen-8_7-zf, vertices: 145050709, edges: 340157363
- datagen-8_8-zf, vertices: 168308893, edges: 413354288
- datagen-8_9-fb, vertices: 10572901, edges: 848681908
- datagen-9_0-fb, vertices: 12857671, edges: 1049527225
- datagen-9_1-fb, vertices: 16087483, edges: 1342158397
- datagen-9_2-zf, vertices: 434943376, edges: 1042340732
- datagen-9_3-zf, vertices: 555270053, edges: 1309998551
- datagen-9_4-fb, vertices: 29310565, edges: 2588948669
- datagen-sf3k-fb, vertices: 33484375, edges: 2912009743
- datagen-sf10k-fb, vertices: 100218750, edges: 9404822538
- dota-league, vertices: 61170, edges: 50870313
- example-directed, vertices: 10, edges: 17
- example-undirected, vertices: 9, edges: 12
- graph500-22, vertices: 2396657, edges: 64155735
- graph500-23, vertices: 4610222, edges: 129333677
- graph500-24, vertices: 8870942, edges: 260379520
- graph500-25, vertices: 17062472, edges: 523602831
- graph500-26, vertices: 32804978, edges: 1051922853
- graph500-27, vertices: 63081040, edges: 2111642032
- graph500-28, vertices: 121242388, edges: 4236163958
- graph500-29, vertices: 232999630, edges: 8493569115
- graph500-30, vertices: 447797986, edges: 17022117362
- kgs, vertices: 832247, edges: 17891698
- twitter_mpi, vertices: 52579678, edges: 1963263508
- wiki-Talk, vertices: 2394385, edges: 5021410
