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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