Nanoseconds Produce Minutes

    @antv/lite-insight
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    2.0.0 • 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

    $ 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

    Install

    npm i @antv/lite-insight

    DownloadsWeekly Downloads

    13

    Version

    2.0.0

    License

    MIT

    Unpacked Size

    760 kB

    Total Files

    208

    Last publish

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