Mô tả

Part science, part art, data visualization is one of the most -in-demand skills in the data science and software industries. Taught by a full-time data visualization developer, this dataviz course gets you up and running quickly with a flexible and highly customizable method for building interactive visualizations and storytelling with data.

After this tutorial, you'll be able to produce beautiful data visualizations using your own graphic style that are performant and highly responsive to user input. The stack taught here includes the latest versions of React (v17) and D3.js (v7), two of the most popular modern JavaScript libraries mentioned in job postings. The course focuses on learning JavaScript through practical experience and examples, drawing on the author's experience to show you the tradeoffs of various methods of combining these powerful tools.

If you're looking to gain highly in-demand skills for business intelligence, building dashboards, or other visualization tools, this course will get you up and running quickly and give you a competitive edge in the job market.

Some prior knowledge of using React and D3 separately is recommended for this course. However, we will cover the necessary topics in brief review modules and provide plenty of data visualization examples, so a little independent study and a grasp of basic JavaScript should be enough to get you started.


Course Outline:

Introduction

  • Why learn React and D3

Part 1: D3 basics review

  • Binding data to the Document-Object Model (DOM) using D3

  • Adding data and styling it in D3

Part 2: A declarative approach to integrating React and D3

  • Translating D3 syntax into JSX

  • Pros and cons of this approach

Part 3: A hybrid approach to React and D3

  • Learn how to  balance D3's built-in transition capabilities and DOM updates and React's render cycle

  • Build a fully functioning scatterplot that updates with new data

Part 4: Practical project - Gapminder scatterplot

  • Build a fully interactive data visualization of the popular gapminder dataset

  • Add user-defined filters and other controls

  • Bring all your knowledge together to create a fully immersive chart similar to what you would create for a business use case or publication

Bạn sẽ học được gì

Gain proficiency with two of the premier javascript libraries for data visualization

Understand the challenges of integrating React and D3 and how to overcome c

Build a fully interactive data visualization in D3 and React

Understand how to add fluid transitions and animations to charts

Yêu cầu

  • Basic knowledge of html, css, and javascript. Some basic experience or exposure with d3 and React.

Nội dung khoá học

6 sections

Introduction

3 lectures
Introduction
03:27
Why combine D3 and React?
08:07
How the Course is Structured
02:36

Review of basic D3 concepts

3 lectures
Introduction to D3 and the Document Object Model (DOM)
02:54
Data binding with D3
05:51
Scaling and styling data in D3
05:08

Integrating React and D3: A Declarative Approach

8 lectures
Introduction: the quickest way to start integrating React and D3
02:34
Setting up our React project environment
03:43
Functional Components
06:22
Loading data from static files
05:01
Setting up scales using D3
05:03
Mapping over data elements to create JSX
12:48
Adding interactivity with useState
04:46
Pros and Cons of the declarative approach
03:27

Integrating React and D3: A hybrid approach

5 lectures
Introduction: the best of both the React and D3 worlds
01:35
Project setup and creating the general structure
05:27
Adding a useEffect hook with styling
09:07
Adding transitions and animation
06:20
Pros and Cons of this approach
03:09

Real-world Project: Building the Gapminder scatterplot

8 lectures
Introduction to the Gapminder chart
02:06
Loading data and creating the chart components
01:58
Adding scales using D3 and the useEffect hook
19:46
Styling the chart using D3
07:05
Building the chart axes
09:05
Adding a crosshair to display averages
08:26
Adding interactivity: building the year slider
08:58
Building the interactive Legend
19:48

Course Wrap-up

2 lectures
Publishing your work
01:57
Final thoughts on React and D3 for data visualization
01:15

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