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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

Minting an NFT collection

The purpose of analyzing all the tools in this section is to create or modify images that we can sell or the artistic team we support will sell. Once we have generated the images, we want to “own” them in the Web3 sense, as explained in Chapter 4. To achieve this, we will create a collection in a marketplace.

Minting is the act of creating the digital trace of an item on the blockchain. As we saw when describing ERC 721, it means that the trace will point to a URL containing the stored image. Everything that is stored on the chain pays a gas fee.

The concept of lazy minting has emerged rather recently. Lazy minting involves authorizing the platform to mint the NFT at the moment of the NFT sale and not before. This is important because minting involves gas expenditure, and, in moments of high congestion, gas prices can be high. In addition, lazy minting helps reduce the risk of creating a collection that may not be sold high enough to cover...

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