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6

April

#6
by ekmpa - opened
base: refs/heads/main
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from: refs/pr/6
Discussion Files changed
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Files changed (7) hide show
  1. README.md +8 -6
  2. april2025/edges.csv.gz +2 -2
  3. april2025/vertices.csv.gz +2 -2
  4. may2025/edges.csv.gz +0 -3
  5. may2025/vertices.csv.gz +0 -3
  6. nov2024/edges.csv.gz +2 -2
  7. nov2024/vertices.csv.gz +2 -2
README.md CHANGED
@@ -6,7 +6,11 @@ license: cc-by-4.0
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  <!-- Provide a quick summary of the dataset. -->
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- CrediBench is a large-scale, temporal webgraph constituted of web data pulled from [Common Crawl](https://commoncrawl.org/overview).
 
 
 
 
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  ## Dataset Details
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@@ -28,17 +32,15 @@ Dataset Statistics:
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  | Month | V | E | Min. deg. | Mean deg. | Max. deg. | Leaves (deg. = 1) | Edge Density |
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  | -- | -- | -- | -- | -- | -- | -- | -- |
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  | October 2024 | 50,288,479 | 1,074,971,387 | 1 | 42.75 | 17,112,352 | 30,278 | 4.3e-07 |
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- | November 2024 | 50,684,724 | 1,164,563,814 | 1 | 45.95 | 17,328,063 | 31,388 | 4.5e-07 |
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  | December 2024 | 45,030,252 | 1,014,523,551 | 1 | 45.06 | 14,719,077 | 28,857 | 5.0e-07 |
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  | January 2025 | 45,626,949 | 1,060,163,646 | 1 | 46.471 | 15,398,279 | 23,130 | 5.0e-07 |
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  | February 2025 | 49,639,664 | 1,167,748,533 | 1 | 47.05 | 17,078,954 | 24,430 | 4.7e-07 |
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  | March 2025 | 50,162,733 | 1,212,826,396 | 1 | 48.36 | 16,691,193 | 22,629 | 4.8e-07 |
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- | April 2025 | 50,050,221 | 1,237,519,870 | 1 | 49.45 | 16,679,192 | 26,639 | 4.9e-07 |
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- | May 2025 | 50,517,253 | 1,227,682,479 | 1 | 48.604 | 16,771,274 | 29,973 | 4.8e-07 |
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  <!-- | June 2025 | 9,974,275 | 152,449,542 | 1 | 30.57 | 3,381,364 | 25,447 | 1.5e06 | -->
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-
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-
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  **Content Embedding:**
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  Domain-level content embeddings are generated using multiple LLM-based embedding models with varying LLM-model sizes and embedding dimensions.
 
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  <!-- Provide a quick summary of the dataset. -->
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+ CrediBench 1.1 is a large-scale, temporal webgraph constituted of web data pulled from [Common Crawl](https://commoncrawl.org/overview).
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+ A prior version of the paper is [available here](https://arxiv.org/abs/2509.23340) (NPGML workshop @ NeurIPS 2025), with the latest version still under review.
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+ CrediBench 1.0, presented in this prior work, constituted of a static webgraph with 1 month's data, while the current version contains 3 months of data (October to December 2024, surrounding the U.S Federal elections, a period of increased misinformation).
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+ We are actively constructing and uploading more monthly graphs as well.
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+
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  ## Dataset Details
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  | Month | V | E | Min. deg. | Mean deg. | Max. deg. | Leaves (deg. = 1) | Edge Density |
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  | -- | -- | -- | -- | -- | -- | -- | -- |
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  | October 2024 | 50,288,479 | 1,074,971,387 | 1 | 42.75 | 17,112,352 | 30,278 | 4.3e-07 |
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+ | November 2024 (to redo) | 27,567,417 | 555,905,375 | 1 | 40.33 | 9,019,038 | 30,553 | 7.3e-07 |
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  | December 2024 | 45,030,252 | 1,014,523,551 | 1 | 45.06 | 14,719,077 | 28,857 | 5.0e-07 |
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  | January 2025 | 45,626,949 | 1,060,163,646 | 1 | 46.471 | 15,398,279 | 23,130 | 5.0e-07 |
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  | February 2025 | 49,639,664 | 1,167,748,533 | 1 | 47.05 | 17,078,954 | 24,430 | 4.7e-07 |
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  | March 2025 | 50,162,733 | 1,212,826,396 | 1 | 48.36 | 16,691,193 | 22,629 | 4.8e-07 |
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+ | April 2025 (to redo) | 17,998,846 | 349,717,108 | 1 | 38.86 | 5,284,367 | 25,606 | 1.1e-06 |
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+ <!-- | May 2025 | 5,833,993 | 87,752,862 | 1 | 30.08 | 1,581,282 | 17,683 | 2.6e-06 | -->
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  <!-- | June 2025 | 9,974,275 | 152,449,542 | 1 | 30.57 | 3,381,364 | 25,447 | 1.5e06 | -->
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  **Content Embedding:**
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  Domain-level content embeddings are generated using multiple LLM-based embedding models with varying LLM-model sizes and embedding dimensions.
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