Countries
Institutions
Fields
Rankings
Compare

Search institutions, scholars, countries and publications

Sankore

Named after the University of Sankore in Timbuktu — one of the world’s oldest centres of learning. Every figure here is computed from work-level records in our own graph, never copied from a source’s summary count.

Built from

OpenAlex — works, authorships, subject classification
ROR — institutional identity
ORCID — researcher identity
Crossref — publisher confirmation

Browse

Countries
Institutions
Fields
Rankings
What we cover

Coverage is partial and says so. A country appears with its research output only once its works have been swept; until then the portal shows whatever the graph happens to hold for it and labels it as exactly that.

The Data Scientist’s Triple Challenge: Quality, Clarity, and Expectations

2026Eduphoria.JournalOpen access

10.59231/eduphoria/230470 Full text0 citations

Authors

1 authors.

Ismail Olaniyi MurainaFirst authorCorresponding
- Lagos State University (NG)
as printed: Dr. Ismail Olaniyi Muraina

Fields

Assignment is probabilistic — a work belongs to several fields in proportions.

Data Quality and Managementlevel 3 · 0.19
Big Data and Business Intelligencelevel 3 · 0.19
Research Data Management Practiceslevel 3 · 0.09

Sources

Several sources describing one work is the point — it means the record rests on more than one authority.

openalexseen September 9, 2026
2026 · Eduphoria. · 0 citations
https://openalex.org/W7135017410

The Data Scientist’s Triple Challenge: Quality, Clarity, and Expectations · Sankore