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Optimize Toolset

I’ve always been into building performant and accessible sites, but lately I’ve been taking it extremely seriously. So much so that I’ve been building a tool to help me optimize and monitor the sites that I build to make sure that I’m making an attempt to offer the best experience to those who visit them. If you’re into performant, accessible and SEO friendly sites, you might like it too! You can check it out at Optimize Toolset.


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Chart advisor




English | 简体中文

Chart recommendation and based on dataset and analysis needs.

Version NPM downloads

Demo - autoChart

<div id="mountNode"></div>
import { autoChart } from '@antv/chart-advisor';

const container = document.getElementById('mountNode');

const data = [
  {field1: 'a', field2: '100'},
  {field1: 'b', field2: '300'},
  {field1: 'c', field2: '800'},

autoChart(container, data, {toolbar: true, development: true});


Chart Recommendation

Recommend a list of specifications of charts by analyzing given dataset and user options.

Generating Chart

Automatically render recommended charts in your containers.


$ npm install @antv/chart-advisor


import { autoChart } from '@antv/chart-advisor';

autoChart(container, data, {toolbar: true, development: true});


This project is still an alpha version. We eagerly welcome any contribution.

If you are going to use it in your official online project, please lock the version and follow our updates.

Folder Structure

  • advice-pipeline/ -- depends on rules and custom-plot
  • auto-chart/ -- depends on advice-pipeline
  • custom-plot/ -- custom plot which is not include in g2plot
  • i18n/ -- international
  • insight/ -- insights
  • rules/ -- advice
  • index.ts -- main entry
  • style.ts -- sharing styles
  • util.ts -- sharing utils


We welcome all contributions. Please read General Contribution Guide first.

You can submit any ideas as pull requests or as GitHub issues. Let's build a better AVA together.




ChartCube - Online chart making tool based on G2Plot.