Co-authorship neighborhood
Yadira Toledo-Navarro's displayed neighborhood
9 of 9 direct collaborators shown.
Scroll the diagram horizontally to inspect every displayed node.
Ordered author table
Scroll the table horizontally to see every column.
| Display order | Author | Role | Distinct papers | Unique collaborators | Weighted degree | Active span |
|---|---|---|---|---|---|---|
| 1 | Yadira Toledo-Navarro | Focal | 1 | 9 | 9.0 | 2026 |
| 2 | Alejandro Fuentes-Penna | Direct collaborator | 1 | 9 | 9.0 | 2026 |
| 3 | Alicia Ortiz-Montes | Direct collaborator | 1 | 9 | 9.0 | 2026 |
| 4 | Jaime Aguilar-Ortiz | Direct collaborator | 1 | 9 | 9.0 | 2026 |
| 5 | Jorge A. Ruiz-Vanoye | Direct collaborator | 1 | 9 | 9.0 | 2026 |
| 6 | Marco A. Vera-Jiménez | Direct collaborator | 1 | 9 | 9.0 | 2026 |
| 7 | Marco Tulio Valdez-Acosta | Direct collaborator | 1 | 9 | 9.0 | 2026 |
| 8 | Miguel Á. Ruiz-Jaimes | Direct collaborator | 1 | 9 | 9.0 | 2026 |
| 9 | Ocotlán Diaz-Parra | Direct collaborator | 1 | 9 | 9.0 | 2026 |
| 10 | Ricardo A. Barrera-Cámara | Direct collaborator | 1 | 9 | 9.0 | 2026 |
Displayed collaboration table
Scroll the table horizontally to see every column.
| Author pair | Shared papers | Full weight | Fractional weight |
|---|---|---|---|
| Miguel Á. Ruiz-Jaimes — Jorge A. Ruiz-Vanoye | 1 | 1 | 0.111 |
| Miguel Á. Ruiz-Jaimes — Alejandro Fuentes-Penna | 1 | 1 | 0.111 |
| Miguel Á. Ruiz-Jaimes — Jaime Aguilar-Ortiz | 1 | 1 | 0.111 |
| Miguel Á. Ruiz-Jaimes — Marco A. Vera-Jiménez | 1 | 1 | 0.111 |
| Miguel Á. Ruiz-Jaimes — Yadira Toledo-Navarro | 1 | 1 | 0.111 |
| Miguel Á. Ruiz-Jaimes — Alicia Ortiz-Montes | 1 | 1 | 0.111 |
| Miguel Á. Ruiz-Jaimes — Marco Tulio Valdez-Acosta | 1 | 1 | 0.111 |
| Miguel Á. Ruiz-Jaimes — Ricardo A. Barrera-Cámara | 1 | 1 | 0.111 |
| Miguel Á. Ruiz-Jaimes — Ocotlán Diaz-Parra | 1 | 1 | 0.111 |
| Jorge A. Ruiz-Vanoye — Alejandro Fuentes-Penna | 1 | 1 | 0.111 |
| Jorge A. Ruiz-Vanoye — Jaime Aguilar-Ortiz | 1 | 1 | 0.111 |
| Jorge A. Ruiz-Vanoye — Marco A. Vera-Jiménez | 1 | 1 | 0.111 |
| Jorge A. Ruiz-Vanoye — Yadira Toledo-Navarro | 1 | 1 | 0.111 |
| Jorge A. Ruiz-Vanoye — Alicia Ortiz-Montes | 1 | 1 | 0.111 |
| Jorge A. Ruiz-Vanoye — Marco Tulio Valdez-Acosta | 1 | 1 | 0.111 |
| Jorge A. Ruiz-Vanoye — Ricardo A. Barrera-Cámara | 1 | 1 | 0.111 |
| Jorge A. Ruiz-Vanoye — Ocotlán Diaz-Parra | 1 | 1 | 0.111 |
| Alejandro Fuentes-Penna — Jaime Aguilar-Ortiz | 1 | 1 | 0.111 |
| Alejandro Fuentes-Penna — Marco A. Vera-Jiménez | 1 | 1 | 0.111 |
| Alejandro Fuentes-Penna — Yadira Toledo-Navarro | 1 | 1 | 0.111 |
| Alejandro Fuentes-Penna — Alicia Ortiz-Montes | 1 | 1 | 0.111 |
| Alejandro Fuentes-Penna — Marco Tulio Valdez-Acosta | 1 | 1 | 0.111 |
| Alejandro Fuentes-Penna — Ricardo A. Barrera-Cámara | 1 | 1 | 0.111 |
| Alejandro Fuentes-Penna — Ocotlán Diaz-Parra | 1 | 1 | 0.111 |
| Jaime Aguilar-Ortiz — Marco A. Vera-Jiménez | 1 | 1 | 0.111 |
| Jaime Aguilar-Ortiz — Yadira Toledo-Navarro | 1 | 1 | 0.111 |
| Jaime Aguilar-Ortiz — Alicia Ortiz-Montes | 1 | 1 | 0.111 |
| Jaime Aguilar-Ortiz — Marco Tulio Valdez-Acosta | 1 | 1 | 0.111 |
| Jaime Aguilar-Ortiz — Ricardo A. Barrera-Cámara | 1 | 1 | 0.111 |
| Jaime Aguilar-Ortiz — Ocotlán Diaz-Parra | 1 | 1 | 0.111 |
| Marco A. Vera-Jiménez — Yadira Toledo-Navarro | 1 | 1 | 0.111 |
| Marco A. Vera-Jiménez — Alicia Ortiz-Montes | 1 | 1 | 0.111 |
| Marco A. Vera-Jiménez — Marco Tulio Valdez-Acosta | 1 | 1 | 0.111 |
| Marco A. Vera-Jiménez — Ricardo A. Barrera-Cámara | 1 | 1 | 0.111 |
| Marco A. Vera-Jiménez — Ocotlán Diaz-Parra | 1 | 1 | 0.111 |
| Yadira Toledo-Navarro — Alicia Ortiz-Montes | 1 | 1 | 0.111 |
| Yadira Toledo-Navarro — Marco Tulio Valdez-Acosta | 1 | 1 | 0.111 |
| Yadira Toledo-Navarro — Ricardo A. Barrera-Cámara | 1 | 1 | 0.111 |
| Yadira Toledo-Navarro — Ocotlán Diaz-Parra | 1 | 1 | 0.111 |
| Alicia Ortiz-Montes — Marco Tulio Valdez-Acosta | 1 | 1 | 0.111 |
| Alicia Ortiz-Montes — Ricardo A. Barrera-Cámara | 1 | 1 | 0.111 |
| Alicia Ortiz-Montes — Ocotlán Diaz-Parra | 1 | 1 | 0.111 |
| Marco Tulio Valdez-Acosta — Ricardo A. Barrera-Cámara | 1 | 1 | 0.111 |
| Marco Tulio Valdez-Acosta — Ocotlán Diaz-Parra | 1 | 1 | 0.111 |
| Ricardo A. Barrera-Cámara — Ocotlán Diaz-Parra | 1 | 1 | 0.111 |
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.