Usage no npm install needed!

<script type="module">
  import antvLiteInsight from 'https://cdn.skypack.dev/@antv/lite-insight';
</script>

README

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@antv/lite-insight

An EDA (Exploratory Data Analysis) tool in javascript that allows you to take insights from the data.

✨ Features

Auto-Insights: Automatically detect and highlight the insights to facilitate pattern discovery about the data.
Visualization & Annotation: Clearly represent and convey insights to non-expert users.
Homogeneous Data Patterns: Extract the relations between different patterns.

The pipeline of Auto-Insights:

📦 Installation

$ npm install @antv/lite-insight

🔨 Getting Started

import { getDataInsights } from '@antv/lite-insight';

getDataInsights(data, {
  limit: 30,
  measures: [
    { field: 'life_expect', method: 'MEAN' },
    { field: 'pop', method: 'SUM' },
    { field: 'fertility', method: 'MEAN' },
  ]
});

📖 Documentation

For more usages, please check the API Reference

Acknowledgement

Some functionalities of LiteInsight are inspired by the following works.

📄 License

MIT