// Analyze follower/following network graphs — find clusters, influencers, bridges, and audience segments using graph algorithms. Use when users want to understand the network structure of their X audience or competitor's audience.
| name | graph-analysis |
| description | Analyze follower/following network graphs — find clusters, influencers, bridges, and audience segments using graph algorithms. Use when users want to understand the network structure of their X audience or competitor's audience. |
| license | MIT |
| metadata | {"author":"nichxbt","version":"1.0"} |
API-powered network graph analysis for X/Twitter follower relationships.
| Goal | Route | Method |
|---|---|---|
| Build a network graph | POST /api/graph/build | REST API |
| Get graph data | GET /api/graph/:id | REST API |
| Run graph algorithms | POST /api/graph/:id/analyze | REST API |
| Export graph | GET /api/graph/:id/export | REST API |
| Visualize graph | GET /api/graph/:id/visualize | REST API |
POST /api/graph/build
Authorization: Bearer <token>
Content-Type: application/json
{
"username": "nichxbt",
"depth": 1, // 1 = direct followers, 2 = followers of followers
"maxNodes": 500 // Limit graph size
}
POST /api/graph/:id/analyze
Authorization: Bearer <token>
Content-Type: application/json
{
"algorithm": "pagerank" // "pagerank" | "betweenness" | "community" | "influencers"
}
| Algorithm | Description |
|---|---|
pagerank | Rank nodes by influence (like Google's PageRank) |
betweenness | Find bridge accounts connecting different clusters |
community | Detect communities/clusters within the network |
influencers | Identify top influencers by degree centrality |
| Goal | Approach |
|---|---|
| Find bridge accounts for cross-audience reach | algorithm: "betweenness" |
| Identify communities in your follower base | algorithm: "community" |
| Find most influential followers | algorithm: "influencers" |
| Rank followers by network influence | algorithm: "pagerank" |
depth: 2 creates much larger graphs — use maxNodes to limitExport and backup your X/Twitter account data — tweets, likes, bookmarks, followers, and following — as downloadable JSON. Also triggers X's official data archive download. Use when users want to backup, export, or archive their X account data.
Miscellaneous account utilities — view join date, login history, connected accounts, appeal suspension, QR code sharing, share/embed tweets, upload contacts, and calculate account age. Use when users need account info tools not covered by other skills.
Manage XActions subscriptions and billing — view plans, start a Stripe checkout, open the billing portal, or cancel a subscription. Use when users want to upgrade, downgrade, or manage their XActions subscription.
View, write, rate, and browse Community Notes on X/Twitter posts. Use when users want to interact with Community Notes — reading fact-checks, contributing notes, or rating existing notes as helpful or not.
Manage a CRM (Contact Relationship Management) system for your X followers and contacts. Tag, segment, search, and sync follower data. Use when users want to manage relationships with their X audience at scale.
Add, remove, and manage delegate accounts on X/Twitter. Delegates can post, reply, or like on behalf of your account. Use when users want to grant or revoke access to their account for a team member or manager.