Crypto Stamps Graph Visualizer

Crypto stamp were the world’s first ever blockchain stamp NFT, with currently with 2000+ holders and 40,000+ transfers (currently ranked 7 on OpenSea by holders!). With the heavy movement of these stamps I though it would be really cool to index these transactions, render the movements and spot any patterns that would be hard to see otherwise.

This project consisted of 2 portions: building the subgraph to be indexed and creating the visualizer. The subgraph was written using the tooling provided by The Graph and deployed to their hosted service (thegraph.com/explorer/subgraph/jamiepinheiro/crypto-stamps-v2). Currently it has indexed over 70,000+ entities!

Once the subgraph was indexed, the frontend was built using React along with a D3-based graph visualizer. Tying the GraphQL datastore provided by The Graph with the frontend led to an amazing visualization of the movement of every stamp token on the network!