InfraNodus Analysis — wiki
Generated: 2026-04-20 Vault:
/home/laudes/zoot/projects/wiki-builds/strait-of-hormuz/wikiNodes: 430 | Edges: 10827 | Modularity: 0.1455 | Clusters: 4
Overview
| Metric | Value |
|---|---|
| Pages analysed | 42 |
| Concept nodes | 430 |
| Co-occurrence edges | 10827 |
| Avg node degree | 50.36 |
| Louvain modularity | 0.1455 |
| Topic clusters | 4 |
Top Concepts by Influence (Betweenness Centrality)
Bigger BC = concept bridges multiple topics — the crossroads of your discourse.
| Rank | Concept | BC | Influence% | Cluster | Pages |
|---|---|---|---|---|---|
| 1 | iranian | 0.0737 | 7.06% | 1 | iran irgc, naval mines crisis, pakistan +19 |
| 2 | energy | 0.0552 | 5.29% | 0 | ceasefire cycles, european gas crisis, qatarenergy +6 |
| 3 | irgc | 0.0537 | 5.14% | 3 | seed-questions, iran irgc, naval mines crisis +20 |
| 4 | price | 0.0459 | 4.4% | 0 | european gas crisis, qatarenergy, cape of good hope +20 |
| 5 | islamic | 0.0450 | 4.32% | 3 | iran irgc, alireza tangsiri, islamabad talks |
| 6 | impact | 0.0439 | 4.21% | 0 | european gas crisis, qatarenergy, cape of good hope +20 |
| 7 | guard | 0.0422 | 4.04% | 3 | 2026 iran war, iran irgc, alireza tangsiri |
| 8 | revolutionary | 0.0406 | 3.9% | 3 | 2026 iran war, iran irgc, alireza tangsiri |
| 9 | refers | 0.0350 | 3.35% | 2 | 2026 iran war, european gas crisis, 1970s energy crisis +2 |
| 10 | closure | 0.0269 | 2.58% | 0 | 2026 iran war, india, us naval blockade +13 |
Topic Clusters
Each cluster = a cohesive thematic group. Influence% = its share of the discourse.
Cluster 0 — energy, price (34.87%)
energy · price · impact · closure · oil · crisis · caused · disruption · shipping · fertilizer · european · cape · +141 more
Cluster 1 — iranian, april (32.11%)
iranian · april · armed · president · international · blockade · response · iran · mines · talks · islamabad · war · +156 more
Cluster 3 — irgc, islamic (23.58%)
irgc · islamic · guard · revolutionary · fury · epic · operation · khamenei · ali · his · causes · sanmar · +45 more
Cluster 2 — refers, world (9.44%)
refers · world · largest · china · booth · toll · poseidon · diplomatic · incident · india-iran · india · aligned · +40 more
Structural Gaps
No significant gaps detected. Vault is well-connected.
Entrance Points (High Diversivity)
High diversivity = high influence per connection. These concepts are narrative shifting points — smaller but strategically positioned.
| Concept | Diversivity | BC | Degree | Pages |
|---|---|---|---|---|
| armed | 0.0002 | 0.0224 | 127 | 2026 iran war, 2026 strait of hormuz crisis |
| scope | 0.0002 | 0.0010 | 6 | us naval blockade, us central command |
| april | 0.0002 | 0.0237 | 137 | seed-questions, iran irgc |
| status | 0.0002 | 0.0017 | 10 | seed-questions, hezbollah |
| president | 0.0002 | 0.0191 | 117 | us naval blockade, jd vance |
| fury | 0.0001 | 0.0197 | 133 | 2026 iran war, operation epic fury |
| caused | 0.0001 | 0.0108 | 76 | shipping disruption, 1970s energy crisis |
| his | 0.0001 | 0.0024 | 18 | seed-questions, ali khamenei |
| international | 0.0001 | 0.0191 | 157 | ceasefire cycles, 2026 iran war |
| full | 0.0001 | 0.0011 | 10 | us naval blockade, india |
Periphery Concepts
Low-degree nodes connected to high-BC nodes. These fringe ideas link your vault to adjacent domains — potential expansion territory.
No significant periphery concepts found.
Zoom View — Underlying Ideas
After removing dominant concepts (iranian, energy, irgc, price, islamic), the underlying discourse emerges:
After removing dominant concepts (‘iranian’, ‘energy’, ‘irgc’, ‘price’, ‘islamic’), the remaining discourse centers on: ‘impact’, ‘guard’, ‘revolutionary’, ‘refers’, ‘oil’. No entirely new concepts emerged — the vault may need more content diversity.
New top concepts after zoom:
impact · guard · revolutionary · refers · oil · blockade · closure · armed
Suggested Actions
Candidate New Wikilinks
Pages sharing influential concepts that aren’t yet linked:
[[1970s energy crisis]]↔[[2026 iran war]]— shared concept:crisis[[1970s energy crisis]]↔[[2026 iran war]]— shared concept:impact[[1970s energy crisis]]↔[[2026 iran war]]— shared concept:iranian[[1970s energy crisis]]↔[[2026 iran war]]— shared concept:oil[[1970s energy crisis]]↔[[2026 iran war]]— shared concept:price[[1970s energy crisis]]↔[[2026 iran war]]— shared concept:refers[[1970s energy crisis]]↔[[2026 iran war]]— shared concept:world[[1970s energy crisis]]↔[[2026 lebanon war]]— shared concept:caused
Candidate New Pages
Cluster themes not represented by a dedicated page:
energy.md— covers:energy,price,impactiranian.md— covers:iranian,april,armedirgc.md— covers:irgc,islamic,guardrefers.md— covers:refers,world,largest