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Data Science for Web3

You're reading from   Data Science for Web3 A comprehensive guide to decoding blockchain data with data analysis basics and machine learning cases

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Product type Paperback
Published in Dec 2023
Publisher Packt
ISBN-13 9781837637546
Length 344 pages
Edition 1st Edition
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Author (1):
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Gabriela Castillo Areco Gabriela Castillo Areco
Author Profile Icon Gabriela Castillo Areco
Gabriela Castillo Areco
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Table of Contents (23) Chapters Close

Preface 1. Part 1 Web3 Data Analysis Basics
2. Chapter 1: Where Data and Web3 Meet FREE CHAPTER 3. Chapter 2: Working with On-Chain Data 4. Chapter 3: Working with Off-Chain Data 5. Chapter 4: Exploring the Digital Uniqueness of NFTs – Games, Art, and Identity 6. Chapter 5: Exploring Analytics on DeFi 7. Part 2 Web3 Machine Learning Cases
8. Chapter 6: Preparing and Exploring Our Data 9. Chapter 7: A Primer on Machine Learning and Deep Learning 10. Chapter 8: Sentiment Analysis – NLP and Crypto News 11. Chapter 9: Generative Art for NFTs 12. Chapter 10: A Primer on Security and Fraud Detection 13. Chapter 11: Price Prediction with Time Series 14. Chapter 12: Marketing Discovery with Graphs 15. Part 3 Appendix
16. Chapter 13: Building Experience with Crypto Data – BUIDL 17. Chapter 14: Interviews with Web3 Data Leaders 18. Index 19. Other Books You May Enjoy Appendix 1
1. Appendix 2
2. Appendix 3

Redefining the art business with blockchain

In this section, we will briefly review the Web3 landscape, who the active participants are, and some relevant metrics.

Introduction to the business landscape

One of the most significant applications of ERC-721-backed protocols, in terms of transaction volume, is in the field of art. Blockchain technology has had a profound impact on the art business by enabling the trade of unique pieces and tracking authenticity, which is something that investors and galleries invest a lot of time and effort to guarantee. Traditional art players are already active in this field in multiple ways, from venturing into the world of digital art, as exemplified by the Belvedere Museum, which offers 10,000 digital pieces of the Klimt masterpiece “The Kiss,” to offering traditional art on Web3 native platforms, expanding their services to a new audience.

Furthermore, companies originally not related to art are exploring the landscape. Covalent...

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