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src=\"https://gw.alipayobjects.com/zos/antfincdn/R8sN%24GNdh6/language.svg\" width=\"18\"> English | [简体中文](./zh-CN/README.zh-CN.md)\n\n\n<h1 align=\"center\">\n<b>@antv/ava</b>\n</h1>\n\n<div align=\"center\">\nA framework for automated visual analytics.\n\n[![MIT License](https://img.shields.io/github/license/antvis/ava)](/LICENSE) [![Language](https://img.shields.io/badge/language-typescript-blue.svg)](https://www.typescriptlang.org) [![NPM Package](https://img.shields.io/npm/v/@antv/ava.svg)](https://www.npmjs.com/package/@antv/ava) [![NPM Downloads](http://img.shields.io/npm/dm/@antv/ava.svg)](https://www.npmjs.com/package/@antv/ava) \n\n</div>\n\n## Introduction\n\n[@antv/ava](https://www.npmjs.com/package/@antv/ava) is the core JS package of AVA, which contains four main modules:\n\n* <span style=\"background-color:#A9A9A9; padding:2px 4px; border-radius:4px;color: black;\">data (Data Processing)</span>: Data Processing Module. Used for statistical analysis and processing of datasets.\n* <span style=\"background-color:#A9A9A9; padding:2px 4px; border-radius:4px;color: black;\">insight (Auto Insight)</span>: Automatic Insights Module. Automatically discover data insights from multi-dimensional data.\n* <span style=\"background-color:#A9A9A9; padding:2px 4px; border-radius:4px;color: black;\">ckb (Chart Knowledge Base)</span>: Chart Knowledge Base Module. Based on empirically derived knowledge and observations about the various fundamentals of visualization and charts, it is the cornerstone of intelligent chart recommendations.\n* <span style=\"background-color:#A9A9A9; padding:2px 4px; border-radius:4px;color: black;\">advisor (Chart Recommendation)</span>: Chart Recommendation Module. Recommend chart types and specific chart detail settings based on data and analysis needs, as well as chart optimization for existing charts.\n\n## Installation and Usage\n\nInstallation can be done via npm or the yarn package manager.\n\n```shell\n# npm\n$ npm install @antv/ava --save\n\n# yarn\n$ yarn add @antv/ava\n```\n\nThe following is a practical example of how the four main modules of [@antv/ava](https://www.npmjs.com/package/@antv/ava) can be used:\n\n```ts\nimport { DataFrame, getInsights, ckb, Advisor } from '@antv/ava';\n\n// input data\nconst data = [\n  { price: 38, type: 'A' },\n  { price: 52, type: 'B' },\n  { price: 61, type: 'C' },\n  { price: 145, type: 'D' },\n  { price: 49, type: 'E' },\n];\n\n// 1. Data Processing Module\nconst df = new DataFrame(data);\nconst dataInfo = df.info();\n\n// 2. Automatic Insights Module\nconst { insights } = getInsights(data);\n\n// 3. Chart Knowledge Base Module\nconst myCkb = ckb();\n\n// 4. 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