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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.

Taleh Aghazada's displayed neighborhood

6 of 6 direct collaborators shown.

View profile
1Distinct papers
6Unique collaborators
6.0Full weighted degree
2026Active span
7Component size

Scroll the diagram horizontally to inspect every displayed node.

Co-authorship neighborhood for Taleh Aghazada 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. Taleh Aghazada Abdulla Abdullayev Anar Azizov Elnara Samedova Farhad Rahmanov Gunel Isayeva Murad Bagirzadeh
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 Taleh Aghazada Focal 1 6 6.0 2026
2 Abdulla Abdullayev Direct collaborator 1 6 6.0 2026
3 Anar Azizov Direct collaborator 1 6 6.0 2026
4 Elnara Samedova Direct collaborator 1 6 6.0 2026
5 Farhad Rahmanov Direct collaborator 1 6 6.0 2026
6 Gunel Isayeva Direct collaborator 1 6 6.0 2026
7 Murad Bagirzadeh Direct collaborator 1 6 6.0 2026

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
Elnara Samedova — Gunel Isayeva110.167
Elnara Samedova — Abdulla Abdullayev110.167
Elnara Samedova — Murad Bagirzadeh110.167
Elnara Samedova — Farhad Rahmanov110.167
Elnara Samedova — Taleh Aghazada110.167
Elnara Samedova — Anar Azizov110.167
Gunel Isayeva — Abdulla Abdullayev110.167
Gunel Isayeva — Murad Bagirzadeh110.167
Gunel Isayeva — Farhad Rahmanov110.167
Gunel Isayeva — Taleh Aghazada110.167
Gunel Isayeva — Anar Azizov110.167
Abdulla Abdullayev — Murad Bagirzadeh110.167
Abdulla Abdullayev — Farhad Rahmanov110.167
Abdulla Abdullayev — Taleh Aghazada110.167
Abdulla Abdullayev — Anar Azizov110.167
Murad Bagirzadeh — Farhad Rahmanov110.167
Murad Bagirzadeh — Taleh Aghazada110.167
Murad Bagirzadeh — Anar Azizov110.167
Farhad Rahmanov — Taleh Aghazada110.167
Farhad Rahmanov — Anar Azizov110.167
Taleh Aghazada — Anar Azizov110.167

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.