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IllinoisGraphBenchmark/IGB-Datasets

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Largest realworld open-source graph dataset - Worked done under IBM-Illinois Discovery Accelerator Institute and Amazon Research Awards and in collaboration with NVIDIA Research.

active 2023-08-272026-01-12 (UTC)

Partial coverage20,512 / 26,268 hourly files (78%) · 2 absent upstream · 5,753 failed, retryable2023-08-152026-08-13 (UTC)— sampled evenly across the window, so rankings and trends hold; absolute counts scale up.
Events
165
Pushes
13
Pull requests
12
Issues
28
Stars
19
Forks
4

Activity over time

Daily event counts in the loaded window

Line chart, 870 days from 2023-08-27 to 2026-01-12. Pushes: 13 total, peak 5 in a day. Pull requests: 12 total, peak 2 in a day. Issues: 28 total, peak 2 in a day. Comments: 76 total, peak 14 in a day. Stars: 19 total, peak 1 in a day.

  • Pushes
  • Pull requests
  • Issues
  • Comments
  • Stars

Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.

Top contributors

Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity

ContributorContributionsPushesPRsComments
akhatua26411731
yichuan520030910320250022
msharmavikram17237
UtkrishtP9004
BowenYao186004
hirayaku4003
Liu-rj2001
shizuocheng2001
a1bc2def6g2001
Elnifio1010
dvl-romero1000
zhuangbility1111000
jasperzhong1010
BarclayII1001
JIESUN2331001

Recent activity

Latest issues, pull requests and releases

  • Pull request#63akhatua22025-06-16 03:41
  • Issue comment#63akhatua22025-06-16 03:41
    IGBH graph accuracy fix
  • Issue comment#62akhatua22025-05-02 18:43
    PCA on node feature dimension
  • Issue#62akhatua22025-05-02 18:43
    PCA on node feature dimension
  • Issue#62UtkrishtP2025-04-23 04:26
    PCA on node feature dimension
  • Pull request#60akhatua22024-12-15 19:08
  • Issue comment#60akhatua22024-12-15 19:02
    Added an option to skip user prompt in download
  • Pull request#59akhatua22024-12-15 19:02
  • Issue comment#58akhatua22024-10-23 03:39
    Missing Genomic Ranges from a BigWig File
  • Issue#58akhatua22024-10-23 03:39
    Missing Genomic Ranges from a BigWig File
  • Issue#58dvl-romero2024-10-23 03:36
    Missing Genomic Ranges from a BigWig File
  • Issue comment#55akhatua22024-09-22 22:01
    [Dataset] IGB-HOM dataset wrong number of edges
  • Issue#55akhatua22024-09-22 22:01
    [Dataset] IGB-HOM dataset wrong number of edges
  • Issue comment#55BowenYao182024-09-15 00:09
    [Dataset] IGB-HOM dataset wrong number of edges
  • Issue comment#55BowenYao182024-09-15 00:06
    [Dataset] IGB-HOM dataset wrong number of edges
  • Issue comment#55akhatua22024-09-14 06:03
    [Dataset] IGB-HOM dataset wrong number of edges
  • Issue comment#55BowenYao182024-09-14 04:34
    [Dataset] IGB-HOM dataset wrong number of edges
  • Issue comment#55akhatua22024-09-13 20:46
    [Dataset] IGB-HOM dataset wrong number of edges
  • Issue comment#55BowenYao182024-09-13 20:42
    [Dataset] IGB-HOM dataset wrong number of edges
  • Issue comment#55akhatua22024-09-11 05:32
    [Dataset] IGB-HOM dataset wrong number of edges
  • Issue comment#57akhatua22024-09-10 02:08
    [Dataset] Mismatch Number of 2K-class labels for IGB Dataset
  • Issue#57akhatua22024-09-10 02:08
    [Dataset] Mismatch Number of 2K-class labels for IGB Dataset
  • Issue#57BowenYao182024-09-10 02:03
    [Dataset] Mismatch Number of 2K-class labels for IGB Dataset
  • Issue comment#55akhatua22024-09-07 06:56
    [Dataset] IGB-HOM dataset wrong number of edges
  • Issue#55BowenYao182024-09-06 01:23
    [Dataset] IGB-HOM dataset wrong number of edges

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 19 stars here means stars gained during the window, not the repo's star count.