Shapes and Shades

Research Data on

Digital Platforms 

Download research data in CSV or TXT format to study:

- web3 decentralized applications (dApps)

- nonfungible token (NFT) marketplaces

- decentralized finance (DeFi) platforms

- digital platforms and marketplaces



NOTE: These datasets are for research purposes only. Please reference if using the data in publications. The datasets are provided as-is, not regularly maintained, and accuracy cannot be guaranteed. Please register your email below to stay up-to-date and learn about new datasets.

This dataset contains successful sales on the OpenSea Marketplace from 2018-2020. The file size is around 2GB in csv format. Each sale has information about the sale price, contract address, token ID, token permalink, as well as additional metadata about the transaction.

This dataset contains listings (fixed price, descending or ascending auction) from the Axie marketplace when Axie Infinity transactions were stored in the Ethereum blockchain before transitioning to Ronin. Information on successful sales as well as Axie traits for a large sample of Axies is also available.

MyCryptoHeroes was one of the earliest successful blockchain games before the NFT boom in 2021. Data include listings at fixed prices, whether or not the listing was successful and when, as well as NFT traits and other metadata.

This dataset includes attempted listings and fixed prices for Decentraland LAND parcels, whether or not the listings resulted in a successful sale and when, as well as (x,y)-coordinates and other metadata for the NFTs, listings, and transactions.

Large ~2gb dataset of NBA Top Shot moments sales in USD on the Flow Blockchain. Data includes moment characteristics as well as buyer and seller information.

This dataset contains trades involving the SLP (small love potion) token on the Uniswap platform. Data is at the individual trade level. SLP is a utility token in the Axie Infinity play-to-earn game which is emitted through gameplay and used to breed Axie's in game.

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Data Sources

​​The datasets on this site are obtained from the following sources:


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