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Direction, evidence grade, and study type are AI-generated labels (gpt-5-mini), not human-verified. Syntheses are LLM-written. "Tensions" are machine-detected candidates, not confirmed contradictions. A research-acceleration tool, not peer review. How this is built →

Co-authorship neighborhood

A bounded, provider-scoped projection of shared papers in this corpus. It is not a map of importance, influence, intellectual similarity, geography, or causal relationships.

Nawal Mosa Mohammed Abdallah's displayed neighborhood

5 of 5 direct collaborators shown.

View profile
1Distinct papers
5Unique collaborators
5.0Full weighted degree
Active span
6Component size

Scroll the diagram horizontally to inspect every displayed node.

Co-authorship neighborhood for Nawal Mosa Mohammed Abdallah A deterministic circular layout of the focal author and up to 20 direct collaborators. Edge thickness represents full shared-paper weight. An ordered table follows the graphic. Nawal Mosa Mohammed Abdallah Egbal Abdalla Mohamed Taha Haytham Othman Hassan Abdalla Ismail Mohamed Hamid Rushwan Manal ELtayeb Mohamed Idris Mohammed Ali El-Siddi...
Circular placement is deterministic and only prevents overlap. Proximity and direction do not measure intellectual, geographic, social, or causal distance. Square = focal author; circles = collaborators; labels identify the focal and highest-weight neighbors.

Ordered author table

Scroll the table horizontally to see every column.

Accessible table equivalent for nodes in the displayed subgraph, ordered with the focal author first and collaborators by selected edge weight. Metrics use each node's full filtered provider scope, not only displayed edges.
Display orderAuthorRoleDistinct papersUnique collaboratorsWeighted degreeActive span
1 Nawal Mosa Mohammed Abdallah Focal 1 5 5.0 Unavailable
2 Egbal Abdalla Mohamed Taha Direct collaborator 1 5 5.0 Unavailable
3 Haytham Othman Hassan Abdalla Direct collaborator 1 5 5.0 Unavailable
4 Ismail Mohamed Hamid Rushwan Direct collaborator 1 5 5.0 Unavailable
5 Manal ELtayeb Mohamed Idris Direct collaborator 1 5 5.0 Unavailable
6 Mohammed Ali El-Siddig Ibrahim Direct collaborator 1 5 5.0 Unavailable

Displayed collaboration table

Scroll the table horizontally to see every column.

Undirected co-authorship edges among displayed authors. Each pair is listed once.
Author pairShared papersFull weightFractional weight
Mohammed Ali El-Siddig Ibrahim — Nawal Mosa Mohammed Abdallah110.2
Mohammed Ali El-Siddig Ibrahim — Ismail Mohamed Hamid Rushwan110.2
Mohammed Ali El-Siddig Ibrahim — Haytham Othman Hassan Abdalla110.2
Mohammed Ali El-Siddig Ibrahim — Manal ELtayeb Mohamed Idris110.2
Mohammed Ali El-Siddig Ibrahim — Egbal Abdalla Mohamed Taha110.2
Nawal Mosa Mohammed Abdallah — Ismail Mohamed Hamid Rushwan110.2
Nawal Mosa Mohammed Abdallah — Haytham Othman Hassan Abdalla110.2
Nawal Mosa Mohammed Abdallah — Manal ELtayeb Mohamed Idris110.2
Nawal Mosa Mohammed Abdallah — Egbal Abdalla Mohamed Taha110.2
Ismail Mohamed Hamid Rushwan — Haytham Othman Hassan Abdalla110.2
Ismail Mohamed Hamid Rushwan — Manal ELtayeb Mohamed Idris110.2
Ismail Mohamed Hamid Rushwan — Egbal Abdalla Mohamed Taha110.2
Haytham Othman Hassan Abdalla — Manal ELtayeb Mohamed Idris110.2
Haytham Othman Hassan Abdalla — Egbal Abdalla Mohamed Taha110.2
Manal ELtayeb Mohamed Idris — Egbal Abdalla Mohamed Taha110.2

Graph construction and limits

Each distinct paper contributes an undirected pair for every two eligible identities in its deduplicated latest OpenAlex author list. Self-loops are removed. Solo papers count toward an author's paper total but create no edge. The selected display is an ego subgraph. Paper, collaborator, weighted-degree, and active-span metrics for every displayed node use the full filtered provider view; component size describes the focal author's component.

Immutable provider payloads are stored once. A separate receipt log records a later delivery of an earlier payload, so roster reversions remain visible. Exact duplicate receipts are idempotent. Equal timestamps use receipt insertion order as the tie-breaker.

Co-authorship records shared paper attribution only. It does not establish contribution size, research quality, influence, friendship, topic similarity, or citation relationships.