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Building Data-Driven Applications with Danfo.js

You're reading from   Building Data-Driven Applications with Danfo.js A practical guide to data analysis and machine learning using JavaScript

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Product type Paperback
Published in Sep 2021
Publisher Packt
ISBN-13 9781801070850
Length 476 pages
Edition 1st Edition
Languages
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Authors (2):
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Stephen Oni Stephen Oni
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Stephen Oni
Rising Odegua Rising Odegua
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Rising Odegua
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Table of Contents (18) Chapters Close

Preface 1. Section 1: The Basics
2. Chapter 1: An Overview of Modern JavaScript FREE CHAPTER 3. Section 2: Data Analysis and Manipulation with Danfo.js and Dnotebook
4. Chapter 2: Dnotebook - An Interactive Computing Environment for JavaScript 5. Chapter 3: Getting Started with Danfo.js 6. Chapter 4: Data Analysis, Wrangling, and Transformation 7. Chapter 5: Data Visualization with Plotly.js 8. Chapter 6: Data Visualization with Danfo.js 9. Chapter 7: Data Aggregation and Group Operations 10. Section 3: Building Data-Driven Applications
11. Chapter 8: Creating a No-Code Data Analysis/Handling System 12. Chapter 9: Basics of Machine Learning 13. Chapter 10: Introduction to TensorFlow.js 14. Chapter 11: Building a Recommendation System with Danfo.js and TensorFlow.js 15. Chapter 12: Building a Twitter Analysis Dashboard 16. Chapter 13: Appendix: Essential JavaScript Concepts 17. Other Books You May Enjoy

Destructuring

Destructuring is an assignment syntax in JavaScript that makes it easy to unpack values from arrays, or properties from objects, into distinct variables. For example, in the following code snippet, we can easily unpack the values 20, John, Doe, and 2019 into specified variables:

let data2 = [20, "John", "Doe", "2019"];
let [ age1, firstName1, lastName1, year1] = data2

Destructuring makes it possible to assign the element of an array to a variable, unlike the old conventional method of accessing an array element as shown in the following code:

//Old method of accessing an array
let data = [20, "John", "Doe", "2019"];
 
let firstName = data[1];
let age = data[0];
let lastName = data[2];
let year = data[3];

Destructuring also works on objects, as shown in the following code:

let data3 = {
    age: 20,
    firstName: "john",
    lastName: "Doe",
    year: 2019
}
let { age2, firstName2, lastName2, year2 } = data3

In object destructuring, notice that we use {} instead of [], as used for arrays. This is because the type on the left-hand side must be the same as the type on the right-hand side.

Important note

If we are to use [] while destructuring for an object, we receive an error, showing TypeError, while as a result of using {} for array destructuring, you might not obtain any error, but the variables will be undefined.

In the next section, we take a look at spread syntax.

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Building Data-Driven Applications with Danfo.js
Published in: Sep 2021
Publisher: Packt
ISBN-13: 9781801070850
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