Kernkonzepte
IITP-VDLand is a comprehensive dataset of Decentraland parcels that provides rich attributes, encompassing parcel characteristics, trading history, past activities, transactions, and social media interactions, enabling in-depth analysis of the Decentraland virtual ecosystem.
Zusammenfassung
The IITP-VDLand dataset is a comprehensive collection of Decentraland parcel NFTs, gathered from diverse sources such as Decentraland, OpenSea, Etherscan, Google BigQuery, Discord, Telegram, and Reddit.
The dataset is segmented into four distinct fragments:
Characteristics Data-Fragment: This fragment contains detailed attributes of 92,598 Decentraland parcels, including their unique ID, name, coordinates, geographical proximity to points of interest, visual link, and a novel attribute - Rarity score, which measures the uniqueness of each parcel.
OpenSea Trading History Data-Fragment: This fragment captures the dynamic trading activities within the Decentraland ecosystem, comprising 20,092 parcel sales records and 2,246,545 offer records from the OpenSea marketplace.
Ethereum Activity Transactions Data-Fragment: This fragment provides a comprehensive view of the on-chain transactions associated with Decentraland parcels, including 40,195 bidding records, 20,092 sales records, and 202,136 other activity records, extracted from the Ethereum blockchain using Etherscan and Google BigQuery.
Social Media Data-Fragment: This fragment collects 317,801 comments and discussions from prominent social media platforms like Discord, Telegram, and Reddit, offering insights into the community's sentiments and perceptions surrounding Decentraland.
The IITP-VDLand dataset serves as a robust resource for training machine- and deep-learning models to address real-world challenges within the Decentraland NFT domain, such as parcel price prediction, high-valued parcel classification, and trend analysis.
Statistiken
The Decentraland parcel has a unique ID and coordinates ranging from (-150, -150) to (163, 158).
The dataset contains 92,598 parcels, out of which 9,220 parcels have been sold at least once, with a total of 20,092 sales records.
The dataset also includes 2,246,545 offer records and 202,136 other activity records related to Decentraland parcels.
Zitate
"Decentraland experienced around 8000 daily active users with large number of repeat visitors to explore and spend time on the platform."
"The value of parcel in Decentraland derives from its adjacency to attention hubs, its capability to host applications, and its role as an identity mechanism."