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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
Author Profile Icon Stephen Oni
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

Implementing the chart component

In this section, we'll be creating chart components to display common and simple charts such as a bar chart, line chart, and pie chart. We'll then implement the chart Side Plane to enable the setting of chart component variables.

Note

The code for the Chart and ChartPlane components implemented is available here: https://github.com/PacktPublishing/Building-Data-Driven-Applications-with-Danfo.js/blob/main/Chapter08/src/components/ChartPlane.js.

In the src/components/ directory, let's create a file called Chart.js and the Chart component will be implemented with the following steps:

  1. We import our desired plotting component from react-chartjs-2, and then create the Chart component:
    import { Bar as BarChart } from 'react-chartjs-2';
    import { Line as LineChart } from "react-chartjs-2";
    import { Pie as PieChart} from "react-chartjs-2";
    import Draggable from 'react-draggable';
     
    export...
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