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Demo corpus. Scores are computed on a select set of biomedical paper/datasets and may be inaccurate for papers outside this corpus — DataRank relies on network effects that improve with scale. We aim to expand this into a fully open resource pending additional funding.

An integrated map of genetic variation from 1,092 human genomes

Nature(2012)10.1038/nature11632Source: DataRank Database

An integrated map of genetic variation from 1,092 human genomes is a dataset published in Nature (2012). On theSindex it has a DataRank of 25.2, placing it in the top 1.8% of the data-sharing corpus. It has been cited 8,207 times, with 183 citing works in its 1-hop citation network. Its calibrated FAIR score is 84/100.

Top 2%percentile
25.2DataRank
25.2Top 2%
Dataset8207 citations · base score 9.0
Cite:
datarank_citation_only_1hop_v6· scope data_onlyMethodology
Data sources & pipeline
Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring
Enrichment:Pending

FAIR Checklist

Context only (not used in score)
Findable (1/2)
  • Has DOI
Accessible (0/2)
    Interoperable (0/2)
      Reusable (1/3)
      • Dataset classification

      FAIR checklist signals are shown for context only and do not affect DataRank scoring.

      84FAIR score
      F Findable
      100
      A Accessible
      70
      I Interoperable
      100
      R Reusable
      67
      Top 0% by FAIRdeterministic✓ full text read

      Calibrated FAIR score — a parallel quality metric, independent of the DataRank citation score. See the full evaluation →

      DataRank Breakdown

      Base Score 5%Citation Network 95%

      Base Score Contribution

      1.4

      From this paper's citation signal

      Citation Network Contribution

      23.9

      From 183 citing papers with measurable signal

      Learn more about DataRank methodology →

      Top 5 citers driving the network score

      Ranked by citation count — the same ordering the engine uses when summing log1p(Cq) over citers.

      1. A global reference for human genetic variation
        Nature201519,823 citationsDataRank 11.1Top 19%
      2. Graph-based genome alignment and genotyping with HISAT2 and HISAT-genotype
        Nature Biotechnology201915,249 citationsDataRank 1.4
      3. Genetic effects on gene expression across human tissues
        Nature20174,625 citationsDataRank 16.3Top 10%
      4. ClinVar: public archive of relationships among sequence variation and human phenotype
        Nucleic Acids Research20133,618 citationsDataRank 20.5Top 5%
      Why this DataRank?

      DataRank blends this paper's own citation count with the influence of the papers that cite it. Here, roughly 5% comes from its base citations and 95% from the citation network (183 citing papers contributed measurable signal).

      Base score B(p)
      log1p(citation_count) — grows sub-linearly, so a paper with 1,000 citations is not 10× a paper with 100.
      Network N(p)
      Σ over citers of log1p(Cq) ÷ max(outdegreeq, 1). Being cited by a highly-cited paper with few references counts most.
      Damping factor d = 0.85
      DataRank = (1−d)·B(p) + d·N(p) — the two cards above are each already multiplied by their share.
      Self-citations excluded
      Citers sharing any OpenAlex author ID with this paper are filtered out before the network sum.

      Citers are pulled from OpenAlex sorted by cited_by_count:descand capped per paper, so when the cap binds we keep the highest-signal references and the score is reproducible across reruns.

      Read the full methodology →

      Click a node to highlight its connections. Use scroll to zoom. Drag to pan.

      Node colors:CenterData PaperData + Open AccessNon-dataSelected & links| Node size = percentile rank