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A non-fungible token (NFT) is a type of digital token that is unique or limited in some way. NFTs are a hot topic in the blockchain space, with applications in various industries from art to gaming. Many investors have started treating them as a new kind of asset class. We used data science and statistical modelling in order to create a valuation model for cryptopunks. This is a data-driven methodology that can easily be easily applied in other types of NFT’s valuation.