How Gender and Race Labels Are Applied to NFT Data Analysis

25 Jan 2025

Discover the methods behind analyzing gender & race biases in NFTs, including data collection, labeling, and statistical tools like t-tests & outlier trimming.

Absence of Gender Bias in NFT Prices Likely Reflects Balanced Investor Demographics

25 Jan 2025

Explore the mechanisms behind racial and gender biases in NFT pricing. Findings suggest investor demographics drive racial bias, while gender bias is absent.

Unveiling Biases in NFT Pricing: Insights from CryptoPunks and Beyond

25 Jan 2025

Explore the presence of gender and racial biases in the NFT market, analyzing CryptoPunks and other collections to uncover disparities in pricing.

Regional NFT Trends and Insights from 44 Avatar-Based Collections

25 Jan 2025

Explore detailed data on 44 NFT collections and a global map of NFT search trends, highlighting regional interest and pricing statistics for avatar-based NFTs.

Lighter-Skinned NFTs Command Higher Prices in the Broader Market

25 Jan 2025

Examine gender and racial pricing biases across the NFT market. Results show no significant gender bias, but lighter-skinned NFTs trend higher in value.

Advancing Data and Equity in NFTs and Shaping a Fairer Metaverse

25 Jan 2025

The study concludes racial bias in NFT pricing exists while gender bias does not. Future work aims to broaden data and drive equity in NFTs and the metaverse.

Behind the Scenes: Data Collection and Statistical Tools for NFT Bias Study

25 Jan 2025

Detailed implementation of NFT bias analysis, covering data collection, labeling for gender and race, and statistical methods like t-tests and outlier trimming.

Gender-Based NFT Price Differences Found to Be Insignificant

25 Jan 2025

Uncover findings on gender & racial pricing biases in NFTs. Results show no gender bias in CryptoPunks but evidence of racial bias favoring lighter-skinned NFTs

NFT Networks Mirror Social Structures with Influencer Nodes, Community Hubs, & Zipfian Distributions

16 Jan 2025

NFT networks' resemblance to social networks, explores key properties, and demonstrates the LPPL model's bubble prediction capabilities.