🏆 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 4%percentile
0.644Author DataRank

Indexed papers

2in 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 2 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 3 papers — median percentile 47. 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 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