@antv/lite-insight
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2.1.1 • Public • Published

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@antv/lite-insight

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

Version NPM downloads

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:

LiteInsight pipeline

📦 Installation

⚠️ LiteInsight uses Web Workers internally, please make sure your bundler(Webpack>=5) supports this syntax.

$ 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

Readme

Keywords

Package Sidebar

Install

npm i @antv/lite-insight

Weekly Downloads

154

Version

2.1.1

License

MIT

Unpacked Size

1.1 MB

Total Files

271

Last publish

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