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  The *NFT-70M_text* dataset is a companion for our released [**NFT-70M_transactions**](https://huggingface.co/datasets/MLNTeam-Unical/NFT-70M_transactions) dataset,
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  which is the largest and most up-to-date collection of Non-Fungible Tokens (NFT) transactions between 2021 and 2023 sourced from [OpenSea](https://opensea.io).
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- As we also reported in the "data anonymization" section of the dataset card of *NFT-70M_transactions*, the textual contents associated with the NFT data were replaced by identifiers to numerical vectors that represent an encrypted representation (i.e., embeddings) of the text contents obtained via neural network models.
 
 
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  The *NFT-70M_text* dataset is a companion for our released [**NFT-70M_transactions**](https://huggingface.co/datasets/MLNTeam-Unical/NFT-70M_transactions) dataset,
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  which is the largest and most up-to-date collection of Non-Fungible Tokens (NFT) transactions between 2021 and 2023 sourced from [OpenSea](https://opensea.io).
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+ As we also reported in the "Data anonymization" section of the dataset card of *NFT-70M_transactions*,
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+ the textual contents associated with the NFT data were replaced by identifiers to numerical vectors that represent an encrypted
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+ representation (i.e., embeddings) of the text contents obtained via the [all-mpnet-base-v2](https://huggingface.co/sentence-transformers/all-mpnet-base-v2) neural network model.
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