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Data Science for Web3

You're reading from  Data Science for Web3

Product type Book
Published in Dec 2023
Publisher Packt
ISBN-13 9781837637546
Pages 344 pages
Edition 1st Edition
Languages
Author (1):
Gabriela Castillo Areco Gabriela Castillo Areco
Profile icon Gabriela Castillo Areco

Table of Contents (23) Chapters

Preface Part 1 Web3 Data Analysis Basics
Chapter 1: Where Data and Web3 Meet Chapter 2: Working with On-Chain Data Chapter 3: Working with Off-Chain Data Chapter 4: Exploring the Digital Uniqueness of NFTs – Games, Art, and Identity Chapter 5: Exploring Analytics on DeFi Part 2 Web3 Machine Learning Cases
Chapter 6: Preparing and Exploring Our Data Chapter 7: A Primer on Machine Learning and Deep Learning Chapter 8: Sentiment Analysis – NLP and Crypto News Chapter 9: Generative Art for NFTs Chapter 10: A Primer on Security and Fraud Detection Chapter 11: Price Prediction with Time Series Chapter 12: Marketing Discovery with Graphs Part 3 Appendix
Chapter 13: Building Experience with Crypto Data – BUIDL Chapter 14: Interviews with Web3 Data Leaders Index Other Books You May Enjoy Appendix 1
Appendix 2
Appendix 3

Identity in the blockchain

As we did in the previous section, we will briefly review some of the initiatives active in the identity business and understand the players and the relevant metrics.

Introduction to the business landscape

Identity has long been a focus area for Web3 initiatives. The online domain faces various challenges related to identity, such as solving identity theft, international credit score transfer, and preventing Sybil attacks, among others.

One noteworthy project is “Proof of Humanity,” which aims to create a Sybil-proof list of individuals launched on the Ethereum network. To join the project, an already registered individual must vouch for your profile, thereby expanding the network of trust. The registration span is limited to 2 years to ensure that the registry is continuously updated so that deceased individuals or bots that previously made it into the list are taken out. Identity owners can de-register or update their information...

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