🏆 Finalist — NIH Data Sharing Index (“S-Index”) Challenge

Claire O’Donovan

Dalhousie University

ORCID: 0000-0001-8051-7429

Also affiliated with European Bioinformatics Institute, Cork University Hospital

Biochemistry, Genetics and Molecular BiologyChemistry

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 2%percentile
3.0Author DataRank

Indexed papers

4in pilot corpus
datarank_citation_only_1hop_v6· scope data_onlyMethodology
Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 4 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

Top data-sharing exemplar

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Open access repository-scale propagated nearest neighbor suspect spectral library for untargeted metabolomics

Nature Communications(2023)10.1038/s41467-023-44035-y
Top 15%
1.4DataRank
Top 15%82 citations

Nicole E. Avalon, Sydney P. Thomas, Sarvar A. Kakhkhorov, Alexander A. Aksenov, Paulo Wender Portal Gomes +27 more

Papers

Driven by 12 papers — median percentile 67. Top paper: “Dissemination and analysis of the quality assurance (QA) and quality control (QC) practices of LC–MS based untargeted metabolomics practitioners”.

Dissemination and analysis of the quality assurance (QA) and quality control (QC) practices of LC–MS based untargeted metabolomics practitioners

Metabolomics(2020)10.1007/s11306-020-01728-5
N/A
3.2DataRank · unranked
119 citations

Claire O’Donovan, Mary C. Playdon, Chris Beecher, Richard D. Beger, John A. Bowden +22 more

Open access repository-scale propagated nearest neighbor suspect spectral library for untargeted metabolomics

Nature Communications(2023)10.1038/s41467-023-44035-y
Top 15%
1.4DataRank
Top 15%82 citations

Nicole E. Avalon, Sydney P. Thomas, Sarvar A. Kakhkhorov, Alexander A. Aksenov, Paulo Wender Portal Gomes +27 more

PhenoMeNal: Processing and analysis of Metabolomics data in the Cloud

bioRxiv (Cold Spring Harbor Laboratory)(2018)10.1101/409151
N/A
1.1DataRank · unranked
21 citations

James Bradbury, Sven Bergmann, Marco Capuccini, Marta Cascante, Pedro de Atauri +51 more

Representing Kidney Development Using the Gene Ontology

PLoS ONE(2014)10.1371/journal.pone.0099864
N/A
1.0DataRank · unranked
22 citations

David P. Hill, Emily C. Dimmer, Midori A. Harris, Rebecca E. Foulger, Susan Tweedie +11 more

Recent advances in biocuration: Meeting Report from the fifth International Biocuration Conference

Database(2012)10.1093/database/bas036
N/A
0.701DataRank · unranked
11 citations

C. Arighi, M. J. Cherry, P. D'Eustachio, Robert S. Fulton, R. Kania +38 more

Enabling pan-repository reanalysis for big data science of public metabolomics data

Nature Communications(2025)10.1038/s41467-025-60067-y
Top 33%
0.600DataRank
Top 33%33 citations

Michael Strobel, Thomas Payne, Eoin Fahy, Claire O’Donovan, Shankar Subramamiam +17 more

Open Access Repository-Scale Propagated Nearest Neighbor Suspect Spectral Library for Untargeted Metabolomics

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.05.15.490691
Top 33%
0.597DataRank
Top 33%28 citations

Nicole E. Avalon, Sydney P. Thomas, Sarvar A. Kakhkhorov, Alexander A. Aksenov, Paulo Wender Portal Gomes +27 more

ISA API: An open platform for interoperable life science experimental metadata

GigaScience(2021)10.1093/gigascience/giab060
N/A
0.550DataRank · unranked
38 citations

Dominique Batista, Keeva Cochrane, Robert P. Davey, Anthony Etuk, Alejandra Noemí González Beltrán +16 more

Enabling pan-repository reanalysis for big data science of public metabolomics data

ChemRxiv(2024)10.26434/chemrxiv-2024-jt46s
Top 46%
0.397DataRank
Top 46%10 citations

Michael Strobel, Thomas Payne, Eoin Fahy, Claire O’Donovan, Shankar Subramamiam +12 more

ISA API: An open platform for interoperable life science experimental metadata

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.11.13.382119
N/A
0.262DataRank · unranked
4 citations

Keeva Cochrane, Robert P. Davey, Anthony Etuk, Alejandra Noemí González Beltrán, Kenneth Haug +15 more

Day-to-day variability in activity levels detects transitions to depressive symptoms in bipolar disorder earlier than changes in sleep and mood

International Journal of Bipolar Disorders(2025)10.1186/s40345-025-00379-6
N/A
0DataRank · unranked
14 citations

Ramzi Halabi, Martin Alda, Alexandra DeShaw, Muhammad Ishrat Husain, Abraham Nunes +5 more

Progress towards an OECD reporting framework for transcriptomics and metabolomics in regulatory toxicology

Regulatory Toxicology and Pharmacology(2021)10.1016/j.yrtph.2021.105020
N/A
0DataRank · unranked
95 citations

Mark R. Viant, Carole L. Yauk, Magdalini Sachana, Timothy W. Gant, Scott S. Auerbach +37 more