Co-authorship neighborhood
Patricia Paskov's displayed neighborhood
20 of 229 direct collaborators shown. The display is truncated at the selected neighbor limit; full focal metrics below use all collaborators in scope.
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Ordered author table
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| Display order | Author | Role | Distinct papers | Unique collaborators | Weighted degree | Active span |
|---|---|---|---|---|---|---|
| 1 | Patricia Paskov | Focal | 3 | 229 | 232.0 | 2026 |
| 2 | Cristian Trout | Direct collaborator | 2 | 221 | 223.0 | 2026 |
| 3 | Kevin Wei | Direct collaborator | 2 | 44 | 45.0 | 2026 |
| 4 | U. Ozer | Direct collaborator | 2 | 221 | 223.0 | 2026 |
| 5 | A. A. Mahdi | Direct collaborator | 1 | 187 | 187.0 | 2026 |
| 6 | A. Azaria | Direct collaborator | 1 | 187 | 187.0 | 2026 |
| 7 | A. Cooper | Direct collaborator | 1 | 36 | 36.0 | 2026 |
| 8 | A. Hagenah | Direct collaborator | 1 | 187 | 187.0 | 2026 |
| 9 | A. Kierans | Direct collaborator | 1 | 187 | 187.0 | 2026 |
| 10 | A. Korolova | Direct collaborator | 1 | 187 | 187.0 | 2026 |
| 11 | A. Taylor | Direct collaborator | 1 | 36 | 36.0 | 2026 |
| 12 | A. Vitali | Direct collaborator | 1 | 187 | 187.0 | 2026 |
| 13 | Abeer Sharma | Direct collaborator | 1 | 187 | 187.0 | 2026 |
| 14 | Adam Ennamli | Direct collaborator | 1 | 187 | 187.0 | 2026 |
| 15 | Adam Jones | Direct collaborator | 1 | 187 | 187.0 | 2026 |
| 16 | Adam Kleinman | Direct collaborator | 1 | 36 | 36.0 | 2026 |
| 17 | Adrien Ecoffet | Direct collaborator | 1 | 36 | 36.0 | 2026 |
| 18 | Alex Saeri | Direct collaborator | 1 | 187 | 187.0 | 2026 |
| 19 | Alexander Lyzhov | Direct collaborator | 1 | 187 | 187.0 | 2026 |
| 20 | Amelia S. Haines | Direct collaborator | 1 | 187 | 187.0 | 2026 |
| 21 | Andrew Gamino-Cheong | Direct collaborator | 1 | 187 | 187.0 | 2026 |
Displayed collaboration table
Scroll the table horizontally to see every column.
| Author pair | Shared papers | Full weight | Fractional weight |
|---|---|---|---|
| A. Kierans — Adam Ennamli | 1 | 1 | 0.005 |
| A. Kierans — Amelia S. Haines | 1 | 1 | 0.005 |
| A. Kierans — A. Azaria | 1 | 1 | 0.005 |
| A. Kierans — Cristian Trout | 1 | 1 | 0.005 |
| A. Kierans — A. Hagenah | 1 | 1 | 0.005 |
| A. Kierans — A. Korolova | 1 | 1 | 0.005 |
| A. Kierans — Abeer Sharma | 1 | 1 | 0.005 |
| A. Kierans — Patricia Paskov | 1 | 1 | 0.005 |
| A. Kierans — Alexander Lyzhov | 1 | 1 | 0.005 |
| A. Kierans — A. A. Mahdi | 1 | 1 | 0.005 |
| A. Kierans — Alex Saeri | 1 | 1 | 0.005 |
| A. Kierans — Andrew Gamino-Cheong | 1 | 1 | 0.005 |
| A. Kierans — A. Vitali | 1 | 1 | 0.005 |
| A. Kierans — Adam Jones | 1 | 1 | 0.005 |
| A. Kierans — U. Ozer | 1 | 1 | 0.005 |
| Adam Ennamli — Amelia S. Haines | 1 | 1 | 0.005 |
| Adam Ennamli — A. Azaria | 1 | 1 | 0.005 |
| Adam Ennamli — Cristian Trout | 1 | 1 | 0.005 |
| Adam Ennamli — A. Hagenah | 1 | 1 | 0.005 |
| Adam Ennamli — A. Korolova | 1 | 1 | 0.005 |
| Adam Ennamli — Abeer Sharma | 1 | 1 | 0.005 |
| Adam Ennamli — Patricia Paskov | 1 | 1 | 0.005 |
| Adam Ennamli — Alexander Lyzhov | 1 | 1 | 0.005 |
| Adam Ennamli — A. A. Mahdi | 1 | 1 | 0.005 |
| Adam Ennamli — Alex Saeri | 1 | 1 | 0.005 |
| Adam Ennamli — Andrew Gamino-Cheong | 1 | 1 | 0.005 |
| Adam Ennamli — A. Vitali | 1 | 1 | 0.005 |
| Adam Ennamli — Adam Jones | 1 | 1 | 0.005 |
| Adam Ennamli — U. Ozer | 1 | 1 | 0.005 |
| Amelia S. Haines — A. Azaria | 1 | 1 | 0.005 |
| Amelia S. Haines — Cristian Trout | 1 | 1 | 0.005 |
| Amelia S. Haines — A. Hagenah | 1 | 1 | 0.005 |
| Amelia S. Haines — A. Korolova | 1 | 1 | 0.005 |
| Amelia S. Haines — Abeer Sharma | 1 | 1 | 0.005 |
| Amelia S. Haines — Patricia Paskov | 1 | 1 | 0.005 |
| Amelia S. Haines — Alexander Lyzhov | 1 | 1 | 0.005 |
| Amelia S. Haines — A. A. Mahdi | 1 | 1 | 0.005 |
| Amelia S. Haines — Alex Saeri | 1 | 1 | 0.005 |
| Amelia S. Haines — Andrew Gamino-Cheong | 1 | 1 | 0.005 |
| Amelia S. Haines — A. Vitali | 1 | 1 | 0.005 |
| Amelia S. Haines — Adam Jones | 1 | 1 | 0.005 |
| Amelia S. Haines — U. Ozer | 1 | 1 | 0.005 |
| A. Azaria — Cristian Trout | 1 | 1 | 0.005 |
| A. Azaria — A. Hagenah | 1 | 1 | 0.005 |
| A. Azaria — A. Korolova | 1 | 1 | 0.005 |
| A. Azaria — Abeer Sharma | 1 | 1 | 0.005 |
| A. Azaria — Patricia Paskov | 1 | 1 | 0.005 |
| A. Azaria — Alexander Lyzhov | 1 | 1 | 0.005 |
| A. Azaria — A. A. Mahdi | 1 | 1 | 0.005 |
| A. Azaria — Alex Saeri | 1 | 1 | 0.005 |
| A. Azaria — Andrew Gamino-Cheong | 1 | 1 | 0.005 |
| A. Azaria — A. Vitali | 1 | 1 | 0.005 |
| A. Azaria — Adam Jones | 1 | 1 | 0.005 |
| A. Azaria — U. Ozer | 1 | 1 | 0.005 |
| Cristian Trout — Adrien Ecoffet | 1 | 1 | 0.028 |
| Cristian Trout — A. Hagenah | 1 | 1 | 0.005 |
| Cristian Trout — A. Korolova | 1 | 1 | 0.005 |
| Cristian Trout — Abeer Sharma | 1 | 1 | 0.005 |
| Cristian Trout — Patricia Paskov | 2 | 2 | 0.033 |
| Cristian Trout — Kevin Wei | 1 | 1 | 0.028 |
| Cristian Trout — A. Cooper | 1 | 1 | 0.028 |
| Cristian Trout — A. Taylor | 1 | 1 | 0.028 |
| Cristian Trout — Alexander Lyzhov | 1 | 1 | 0.005 |
| Cristian Trout — A. A. Mahdi | 1 | 1 | 0.005 |
| Cristian Trout — Alex Saeri | 1 | 1 | 0.005 |
| Cristian Trout — Andrew Gamino-Cheong | 1 | 1 | 0.005 |
| Cristian Trout — A. Vitali | 1 | 1 | 0.005 |
| Cristian Trout — Adam Jones | 1 | 1 | 0.005 |
| Cristian Trout — U. Ozer | 2 | 2 | 0.033 |
| Cristian Trout — Adam Kleinman | 1 | 1 | 0.028 |
| Adrien Ecoffet — Patricia Paskov | 1 | 1 | 0.028 |
| Adrien Ecoffet — Kevin Wei | 1 | 1 | 0.028 |
| Adrien Ecoffet — A. Cooper | 1 | 1 | 0.028 |
| Adrien Ecoffet — A. Taylor | 1 | 1 | 0.028 |
| Adrien Ecoffet — U. Ozer | 1 | 1 | 0.028 |
| Adrien Ecoffet — Adam Kleinman | 1 | 1 | 0.028 |
| A. Hagenah — A. Korolova | 1 | 1 | 0.005 |
| A. Hagenah — Abeer Sharma | 1 | 1 | 0.005 |
| A. Hagenah — Patricia Paskov | 1 | 1 | 0.005 |
| A. Hagenah — Alexander Lyzhov | 1 | 1 | 0.005 |
| A. Hagenah — A. A. Mahdi | 1 | 1 | 0.005 |
| A. Hagenah — Alex Saeri | 1 | 1 | 0.005 |
| A. Hagenah — Andrew Gamino-Cheong | 1 | 1 | 0.005 |
| A. Hagenah — A. Vitali | 1 | 1 | 0.005 |
| A. Hagenah — Adam Jones | 1 | 1 | 0.005 |
| A. Hagenah — U. Ozer | 1 | 1 | 0.005 |
| A. Korolova — Abeer Sharma | 1 | 1 | 0.005 |
| A. Korolova — Patricia Paskov | 1 | 1 | 0.005 |
| A. Korolova — Alexander Lyzhov | 1 | 1 | 0.005 |
| A. Korolova — A. A. Mahdi | 1 | 1 | 0.005 |
| A. Korolova — Alex Saeri | 1 | 1 | 0.005 |
| A. Korolova — Andrew Gamino-Cheong | 1 | 1 | 0.005 |
| A. Korolova — A. Vitali | 1 | 1 | 0.005 |
| A. Korolova — Adam Jones | 1 | 1 | 0.005 |
| A. Korolova — U. Ozer | 1 | 1 | 0.005 |
| Abeer Sharma — Patricia Paskov | 1 | 1 | 0.005 |
| Abeer Sharma — Alexander Lyzhov | 1 | 1 | 0.005 |
| Abeer Sharma — A. A. Mahdi | 1 | 1 | 0.005 |
| Abeer Sharma — Alex Saeri | 1 | 1 | 0.005 |
| Abeer Sharma — Andrew Gamino-Cheong | 1 | 1 | 0.005 |
| Abeer Sharma — A. Vitali | 1 | 1 | 0.005 |
| Abeer Sharma — Adam Jones | 1 | 1 | 0.005 |
| Abeer Sharma — U. Ozer | 1 | 1 | 0.005 |
| Patricia Paskov — Kevin Wei | 2 | 2 | 0.139 |
| Patricia Paskov — A. Cooper | 1 | 1 | 0.028 |
| Patricia Paskov — A. Taylor | 1 | 1 | 0.028 |
| Patricia Paskov — Alexander Lyzhov | 1 | 1 | 0.005 |
| Patricia Paskov — A. A. Mahdi | 1 | 1 | 0.005 |
| Patricia Paskov — Alex Saeri | 1 | 1 | 0.005 |
| Patricia Paskov — Andrew Gamino-Cheong | 1 | 1 | 0.005 |
| Patricia Paskov — A. Vitali | 1 | 1 | 0.005 |
| Patricia Paskov — Adam Jones | 1 | 1 | 0.005 |
| Patricia Paskov — U. Ozer | 2 | 2 | 0.033 |
| Patricia Paskov — Adam Kleinman | 1 | 1 | 0.028 |
| Kevin Wei — A. Cooper | 1 | 1 | 0.028 |
| Kevin Wei — A. Taylor | 1 | 1 | 0.028 |
| Kevin Wei — U. Ozer | 1 | 1 | 0.028 |
| Kevin Wei — Adam Kleinman | 1 | 1 | 0.028 |
| A. Cooper — A. Taylor | 1 | 1 | 0.028 |
| A. Cooper — U. Ozer | 1 | 1 | 0.028 |
| A. Cooper — Adam Kleinman | 1 | 1 | 0.028 |
| A. Taylor — U. Ozer | 1 | 1 | 0.028 |
| A. Taylor — Adam Kleinman | 1 | 1 | 0.028 |
| Alexander Lyzhov — A. A. Mahdi | 1 | 1 | 0.005 |
| Alexander Lyzhov — Alex Saeri | 1 | 1 | 0.005 |
| Alexander Lyzhov — Andrew Gamino-Cheong | 1 | 1 | 0.005 |
| Alexander Lyzhov — A. Vitali | 1 | 1 | 0.005 |
| Alexander Lyzhov — Adam Jones | 1 | 1 | 0.005 |
| Alexander Lyzhov — U. Ozer | 1 | 1 | 0.005 |
| A. A. Mahdi — Alex Saeri | 1 | 1 | 0.005 |
| A. A. Mahdi — Andrew Gamino-Cheong | 1 | 1 | 0.005 |
| A. A. Mahdi — A. Vitali | 1 | 1 | 0.005 |
| A. A. Mahdi — Adam Jones | 1 | 1 | 0.005 |
| A. A. Mahdi — U. Ozer | 1 | 1 | 0.005 |
| Alex Saeri — Andrew Gamino-Cheong | 1 | 1 | 0.005 |
| Alex Saeri — A. Vitali | 1 | 1 | 0.005 |
| Alex Saeri — Adam Jones | 1 | 1 | 0.005 |
| Alex Saeri — U. Ozer | 1 | 1 | 0.005 |
| Andrew Gamino-Cheong — A. Vitali | 1 | 1 | 0.005 |
| Andrew Gamino-Cheong — Adam Jones | 1 | 1 | 0.005 |
| Andrew Gamino-Cheong — U. Ozer | 1 | 1 | 0.005 |
| A. Vitali — Adam Jones | 1 | 1 | 0.005 |
| A. Vitali — U. Ozer | 1 | 1 | 0.005 |
| Adam Jones — U. Ozer | 1 | 1 | 0.005 |
| U. Ozer — Adam Kleinman | 1 | 1 | 0.028 |
Graph construction and limits
Each distinct paper contributes an undirected pair for every two eligible identities in its deduplicated latest Semantic Scholar 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.