Co-authorship neighborhood
Lisa Adams's displayed neighborhood
10 of 10 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 | Lisa Adams | Focal | 1 | 10 | 10.0 | 2026 |
| 2 | Denise Bernhardt | Direct collaborator | 1 | 10 | 10.0 | 2026 |
| 3 | E. T. Orberg | Direct collaborator | 1 | 10 | 10.0 | 2026 |
| 4 | Florian Matthes | Direct collaborator | 1 | 10 | 10.0 | 2026 |
| 5 | J. Peeken | Direct collaborator | 1 | 10 | 10.0 | 2026 |
| 6 | K. Bressem | Direct collaborator | 1 | 10 | 10.0 | 2026 |
| 7 | Linus Marx | Direct collaborator | 1 | 10 | 10.0 | 2026 |
| 8 | Marcus R. Makowski | Direct collaborator | 1 | 10 | 10.0 | 2026 |
| 9 | Markus Graf | Direct collaborator | 1 | 10 | 10.0 | 2026 |
| 10 | S. E. Combs | Direct collaborator | 1 | 10 | 10.0 | 2026 |
| 11 | S. Ziegelmayer | Direct collaborator | 1 | 10 | 10.0 | 2026 |
Displayed collaboration table
Scroll the table horizontally to see every column.
| Author pair | Shared papers | Full weight | Fractional weight |
|---|---|---|---|
| Lisa Adams — S. E. Combs | 1 | 1 | 0.1 |
| Lisa Adams — Marcus R. Makowski | 1 | 1 | 0.1 |
| Lisa Adams — Linus Marx | 1 | 1 | 0.1 |
| Lisa Adams — Florian Matthes | 1 | 1 | 0.1 |
| Lisa Adams — Markus Graf | 1 | 1 | 0.1 |
| Lisa Adams — S. Ziegelmayer | 1 | 1 | 0.1 |
| Lisa Adams — J. Peeken | 1 | 1 | 0.1 |
| Lisa Adams — E. T. Orberg | 1 | 1 | 0.1 |
| Lisa Adams — K. Bressem | 1 | 1 | 0.1 |
| Lisa Adams — Denise Bernhardt | 1 | 1 | 0.1 |
| S. E. Combs — Marcus R. Makowski | 1 | 1 | 0.1 |
| S. E. Combs — Linus Marx | 1 | 1 | 0.1 |
| S. E. Combs — Florian Matthes | 1 | 1 | 0.1 |
| S. E. Combs — Markus Graf | 1 | 1 | 0.1 |
| S. E. Combs — S. Ziegelmayer | 1 | 1 | 0.1 |
| S. E. Combs — J. Peeken | 1 | 1 | 0.1 |
| S. E. Combs — E. T. Orberg | 1 | 1 | 0.1 |
| S. E. Combs — K. Bressem | 1 | 1 | 0.1 |
| S. E. Combs — Denise Bernhardt | 1 | 1 | 0.1 |
| Marcus R. Makowski — Linus Marx | 1 | 1 | 0.1 |
| Marcus R. Makowski — Florian Matthes | 1 | 1 | 0.1 |
| Marcus R. Makowski — Markus Graf | 1 | 1 | 0.1 |
| Marcus R. Makowski — S. Ziegelmayer | 1 | 1 | 0.1 |
| Marcus R. Makowski — J. Peeken | 1 | 1 | 0.1 |
| Marcus R. Makowski — E. T. Orberg | 1 | 1 | 0.1 |
| Marcus R. Makowski — K. Bressem | 1 | 1 | 0.1 |
| Marcus R. Makowski — Denise Bernhardt | 1 | 1 | 0.1 |
| Linus Marx — Florian Matthes | 1 | 1 | 0.1 |
| Linus Marx — Markus Graf | 1 | 1 | 0.1 |
| Linus Marx — S. Ziegelmayer | 1 | 1 | 0.1 |
| Linus Marx — J. Peeken | 1 | 1 | 0.1 |
| Linus Marx — E. T. Orberg | 1 | 1 | 0.1 |
| Linus Marx — K. Bressem | 1 | 1 | 0.1 |
| Linus Marx — Denise Bernhardt | 1 | 1 | 0.1 |
| Florian Matthes — Markus Graf | 1 | 1 | 0.1 |
| Florian Matthes — S. Ziegelmayer | 1 | 1 | 0.1 |
| Florian Matthes — J. Peeken | 1 | 1 | 0.1 |
| Florian Matthes — E. T. Orberg | 1 | 1 | 0.1 |
| Florian Matthes — K. Bressem | 1 | 1 | 0.1 |
| Florian Matthes — Denise Bernhardt | 1 | 1 | 0.1 |
| Markus Graf — S. Ziegelmayer | 1 | 1 | 0.1 |
| Markus Graf — J. Peeken | 1 | 1 | 0.1 |
| Markus Graf — E. T. Orberg | 1 | 1 | 0.1 |
| Markus Graf — K. Bressem | 1 | 1 | 0.1 |
| Markus Graf — Denise Bernhardt | 1 | 1 | 0.1 |
| S. Ziegelmayer — J. Peeken | 1 | 1 | 0.1 |
| S. Ziegelmayer — E. T. Orberg | 1 | 1 | 0.1 |
| S. Ziegelmayer — K. Bressem | 1 | 1 | 0.1 |
| S. Ziegelmayer — Denise Bernhardt | 1 | 1 | 0.1 |
| J. Peeken — E. T. Orberg | 1 | 1 | 0.1 |
| J. Peeken — K. Bressem | 1 | 1 | 0.1 |
| J. Peeken — Denise Bernhardt | 1 | 1 | 0.1 |
| E. T. Orberg — K. Bressem | 1 | 1 | 0.1 |
| E. T. Orberg — Denise Bernhardt | 1 | 1 | 0.1 |
| K. Bressem — Denise Bernhardt | 1 | 1 | 0.1 |
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.