Painting with Data: Intro to d3.js

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D3.js is a powerful JavaScript library for building data visualizations, but anyone who has tried to use it quickly finds out that it goes deeper picking your favorite chart type. This workshop is designed to give you a hands-on introduction to the essential concepts and techniques for creating custom data visualizations with d3.js. By the end of this workshop you will have made an interactive and animated visualization on a realistic dataset that you can easily swap out with your own.

This workshop has been presented at JSNation Live 2021, check out the latest edition of this JavaScript Conference.

FAQ

The primary goal of this D3 workshop is to guide participants through the process of creating a D3 visualization quickly, covering key concepts and providing hands-on exercises to understand how to use D3 for data visualization effectively.

By the end of the workshop, participants should have a good understanding of how to learn D3, the key concepts involved, and how to apply D3 in their own work to create visualizations with real data.

The workshop uses Observable to create a browser-based development environment, which eliminates the need for participants to set up a local development environment. This approach helps to focus on learning D3 concepts directly without worrying about setup issues.

The fundamental building blocks covered in the workshop include drawing with the browser using HTML and SVG, programming with JavaScript to manipulate HTML and SVG, and understanding key data visualization concepts such as scales, axes, and data-driven documents.

The workshop explains the concept of scales in D3 by demonstrating how data values (domain) can be mapped to pixel values (range) using linear scales, and how to set up these scales to create accurate visualizations.

The enter, update, and exit pattern in D3 is crucial for efficiently managing the creation, updating, and removal of elements in a visualization based on data changes. This pattern helps in handling dynamic data and making interactive visualizations.

Participants can add interactivity to their D3 visualizations by incorporating event listeners for mouse and touch events, using transitions for smooth updates, and implementing interactive components like tooltips, brushing, and zooming.

Advanced D3 topics mentioned in the workshop include creating custom visualizations using SVG paths, handling large datasets with Canvas or WebGL, and integrating D3 with front-end frameworks like React or Angular.

Participants can find additional resources for learning D3 through linked tutorials, books, the D3 Slack channel, and various online examples and documentation available on the D3 GitHub repository and Observable community.

The suggested approach for customizing visualizations beyond the basics is to start with existing examples or templates, understand the core concepts and components involved, and then extend or modify them to fit specific needs and unique use cases.

Ian Johnson
Ian Johnson
130 min
17 Jun, 2021

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Video Summary and Transcription

This workshop covers the process of making a D3 visualization with real data. It explores drawing elements using D3 and SVG, generating data-driven elements, and building a scatter plot. It also covers useful D3 functions for scale setup, debugging D3 visualizations, and creating dynamic chart components. The workshop emphasizes the importance of object constancy, interactivity, and tooltips in data visualization. It also mentions the potential of D3, different rendering technologies, and the use of the brush tool for data selection.
Video transcription and chapters available for users with access.

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