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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

Setting up the project environment

React.js is used for the project, and to set up the React app, we will use the create-react-app package to automatically generate a frontend build pipeline for us. But first, make sure you have Node.js and npm installed in order to use npx, a package runner tool that comes with npm 5.2+.

Before we dive into setting up our environment, here are the tools needed and that will be installed in this chapter:

  • React.js: A JavaScript framework for building the UI
  • Draggable: A drag-and-drop library that makes it possible to move HTML elements around
  • React-chart-js: A React library for chart components
  • React-table-v6: A React library for displaying tables

The following are some alternatives to the preceding tools:

  • Vue.js: A JavaScript library for building the UI
  • rechart.js: A composable charting library built on React.js
  • Material-table: A data table for React based on material-UI

To create a React app pipeline...

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