🏆 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 5%percentile
0.390Author DataRank

Indexed papers

1in 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 1 indexed paper 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 47%10 citations

Tiza L Nguni, Nitalia Naidoo, Veron Ramsuran, Ollivier Hyrien, Zaza M. Ndhlovu +1 more

Papers

Driven by 11 papers — median percentile 53. Top paper: Integrated single-cell analysis of multicellular immune dynamics during hyperacute HIV-1 infection.

175 citations

Toby P. Aicher, Daniel Muema, Shaina L. Carroll, José Ordovás-Montañés, Vincent N. Miao +16 more

Top 47%10 citations

Tiza L Nguni, Nitalia Naidoo, Veron Ramsuran, Ollivier Hyrien, Zaza M. Ndhlovu +1 more

372 citations

Nancie M. Archin, Paula M. Cannon, Simon Collins, R. Brad Jones, Marein A.W.P. de Jong +74 more

0 citations

Jaclyn K. Mann, Trevor Khaba, Thandeka Nkosi, Anele Mbatha, Funsho Ogunshola +10 more

89 citations

Farina Karim, Sandile Cele, Kajal Reedoy, James Emmanuel San, Gila Lustig +52 more

28 citations

Jaclyn K. Mann, Trevor Khaba, Thandeka Nkosi, Anele Mbatha, Funsho Ogunshola +10 more

8 citations

Trevor Khaba, Agness Lakudzala, Thandeka Nkosi, Ndaru Jambo, Innocent Kadwala +7 more

14 citations

Werner Smidt, Anneta Naidoo, Thandeka Nkosi, Thandekile Ngubane, Trevor Khaba +13 more

2 citations

Andrea Olga Papadopoulos, Thandeka Nkosi, Sifundo Nxele, Thandekile Ngubane, Ismail Jajbhay +3 more

8 citations

Leonard Mvaya, Trevor Khaba, Namani Ngema, Werner Smidt, Sibongiseni Msipa +8 more

1193 citations

Laurelle Jackson, David S. Khoury, Khadija Khan, Thandeka Moyo-Gwete, Houriiyah Tegally +58 more