Question 1

What is GraphAura?

Accepted Answer

GraphAura is a free social network visualization platform that maps public X (Twitter) accounts into interactive graphs. It offers three modes: Network Graph (analyze one account), Ecosystem Explorer (cross-category industry networks), and Panorama Mode (global macro influence map).

Question 2

Does GraphAura need login or access to my account?

Accepted Answer

No. GraphAura only uses publicly available data and never requires you to log in or connect your account.

Question 3

How does GraphAura detect communities in a social network?

Accepted Answer

GraphAura uses the Louvain algorithm, a community detection method that automatically groups accounts that are more densely connected to each other than to the rest of the network. Each community is color-coded in the graph.

Question 4

What is the Ecosystem Explorer?

Accepted Answer

The Ecosystem Explorer lets you select combinations of super-categories (athletes, musicians, brands, journalists, etc.) and instantly visualize how accounts in those categories follow each other. The graph recalculates in real time as you change category selections.

Question 5

What is Panorama Mode?

Accepted Answer

Panorama Mode builds a macro network from the top accounts globally across all categories. It shows the broadest possible view of public influence  - how different industries connect at scale.

Question 6

How long does it take to generate a graph?

Accepted Answer

Cached graphs load instantly. A fresh graph takes 15–60 seconds depending on the selected size mode and number of accounts.

Question 7

Is GraphAura free?

Accepted Answer

Yes, GraphAura is free to use for all three modes: Network Graph, Ecosystem Explorer, and Panorama Mode.

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