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

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 3%percentile
0.981Author DataRank

Indexed papers

3in 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 3 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.

Top 50%7 citations

Sizeka Mashele, Adino Tesfahun Tsegaye, Bianca Da Costa Dias, Eric A. Engels, Admire Chikandiwa +9 more

Papers

Driven by 5 papers — median percentile 48. Top paper: Changes in incidence of HPV-related cancers in South Africa (2011–21): a cross-sectional analysis of the South African National Cancer Registry.

Top 50%7 citations

Sizeka Mashele, Adino Tesfahun Tsegaye, Bianca Da Costa Dias, Eric A. Engels, Admire Chikandiwa +9 more

Top 52%4 citations

Yann Ruffieux, Victor Olago, Tafadzwa Dhokotera, Matthias Egger, Julia Bohlius +3 more

Top 56%4 citations

Judith Mwansa-Kambafwile, Carole Metekoua, Tinashe Tombe-Nyahuma, Julia Bohlius, Mazvita Muchengeti +3 more

3 citations

Yann Ruffieux, Judith Mwansa-Kambafwile, Patricia Kellett, Matthias Egger, Mazvita Muchengeti +3 more

0 citations

Sizeka Mashele, Jaimie Z. Shing, Judith Mwansa‐Kambafwile, Aimée R. Kreimer, Carole Metekoua +3 more