Data

I haven't looked at what the clusters are made of but I like my Farcaster map. I am building it into something interactive. Imagine a google maps UX for exploring FC users in 2 dimensions. What would you like to see on the map?

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What I did is simply:
- Project my dataset of about 60 features per fid into 2 dimensions. (PCA1 and PCA2)
- Cluster the fids into 10 clusters using kmeans.
- Show the fids in 2D.
It doesn't say much so far, except there's a clear distinction between a big continent of users and a little island.
Maybe it will become more interesting when I start generating labels for the clusters and making the map interactive so you can colour the users by features. Like in this example, by "spamminess"
But I don't know yet, i am open to suggestions on where to take this approach...

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Can you explain a bit more this graph? Looks interesting but I don’t understand what insights it gives

Great idea!
Same map showing spam tendencies in yellow.
In my "map explorator", there will be a choice to colour the dots by different criteria, like follower count, spaminess, etc.

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What about to check the spam accounts can you show that like in this map? I’m curious 🧐