Co-authorship neighborhood
Simo Taimela's displayed neighborhood
5 of 5 direct collaborators shown.
Scroll the diagram horizontally to inspect every displayed node.
Ordered author table
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| Display order | Author | Role | Distinct papers | Unique collaborators | Weighted degree | Active span |
|---|---|---|---|---|---|---|
| 1 | Simo Taimela | Focal | 1 | 5 | 5.0 | 2026 |
| 2 | Ari Väänänen | Direct collaborator | 1 | 5 | 5.0 | 2026 |
| 3 | Ilkka Kivimäki | Direct collaborator | 1 | 5 | 5.0 | 2026 |
| 4 | Olli Haavisto | Direct collaborator | 1 | 5 | 5.0 | 2026 |
| 5 | Pekka Varje | Direct collaborator | 1 | 5 | 5.0 | 2026 |
| 6 | Tiina Kalliomäki-Levanto | Direct collaborator | 1 | 5 | 5.0 | 2026 |
Displayed collaboration table
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| Author pair | Shared papers | Full weight | Fractional weight |
|---|---|---|---|
| Simo Taimela — Olli Haavisto | 1 | 1 | 0.2 |
| Simo Taimela — Ari Väänänen | 1 | 1 | 0.2 |
| Simo Taimela — Pekka Varje | 1 | 1 | 0.2 |
| Simo Taimela — Tiina Kalliomäki-Levanto | 1 | 1 | 0.2 |
| Simo Taimela — Ilkka Kivimäki | 1 | 1 | 0.2 |
| Olli Haavisto — Ari Väänänen | 1 | 1 | 0.2 |
| Olli Haavisto — Pekka Varje | 1 | 1 | 0.2 |
| Olli Haavisto — Tiina Kalliomäki-Levanto | 1 | 1 | 0.2 |
| Olli Haavisto — Ilkka Kivimäki | 1 | 1 | 0.2 |
| Ari Väänänen — Pekka Varje | 1 | 1 | 0.2 |
| Ari Väänänen — Tiina Kalliomäki-Levanto | 1 | 1 | 0.2 |
| Ari Väänänen — Ilkka Kivimäki | 1 | 1 | 0.2 |
| Pekka Varje — Tiina Kalliomäki-Levanto | 1 | 1 | 0.2 |
| Pekka Varje — Ilkka Kivimäki | 1 | 1 | 0.2 |
| Tiina Kalliomäki-Levanto — Ilkka Kivimäki | 1 | 1 | 0.2 |
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.