TingGe / Data Visualization
Licence: mit
数据可视化
Stars: ✭ 184
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javascript
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data-visualization
数据可视化：基于d3.js 或 fabric.js 等
市场图表
个人经验：
偏展现场景，建议优先采用类置标语言（Markup Language）的类库，直观；偏交互场景，选用易编程、易定制的类库。
偏展现图表
| 图表 | 特点 |
|---|---|
| Echarts | |
| AntV | 蚂蚁金服全新一代数据可视化解决方案。包括可视化图形语法库 G2、 流程图和关系分析的G6、 面向移动端的可视化图形语法库 F2 |
| Viserjs | 基于 G2 的图形库，置标语言（ Markup Language）使用方式，支持 React、Angular 和Vue，由 Recharts 等成员开发 |
| Recharts | 对 React 和 D3 的封装，置标语言（ Markup Language）使用方式，对 React 支持友好，由 Alibaba 成员发起 |
| Frappé Charts | 基于 SVG |
| SVG.js | 将 SVG 的置标语言使用方式封装成了一套类似 Canvas （或 D3）的 APIs，增强了 SVG 的交互开发体验 |
| Vega | |
| Vega-Lite |
偏交互图表
| 图表 | 特点 |
|---|---|
| AntG | 3D 图形方向。蚂蚁金服在互联网交互图形领域的探索沉淀，包括 R3 和 WebAR。著名应用有蚂蚁庄园、小鸡快跑等。 |
| Fabric.js | |
| konva | |
| D3 | |
| JavaScript InfoVis Toolkit | |
| Protovis | D3.js 前身，使用SVG的可视化JS。从后续发展看，不建议在新项目中采用。如重新设计新可视化JS，可参考。 |
其它
| 图表 | 特点 |
|---|---|
| Deck.gl | Uber 的一个 WebGL 大规模数据展现库。其他还有 luma.gl、react-vis、react-map-gl |
| Planck.js | 2D 物理引擎 |
| whs.js | 基于Three.js，适用于 Web 应用程序与游戏的3D框架 |
| Embedding Projector | 谷歌开源的高维数据可视化 |
| Phaser | HTML5 Game Framework |
| AnyPixel.js | 谷歌，个人认为比较适合交互式大屏 |
| LayerVisualizer | 一个简单的基于Web的3D图层（可用于可视化材质UI和涉及深度/阴影的其他事物） |
项目
图片标定
calibrationbox：一个 Fabric 的小插件，可用于标定图片中车辆、人、交通灯标识、区域等。详见，calibration-box 项目。
网络攻击地图
- norsecorp
-
ipviking
访问者流报告
netflow：借鉴 Google Analytics 行为流 ，修改自 netFlow
运行
- 依赖 Node、http-server
- 在 data-visualization/server 目录执行
npm install后，运行npm start启动（默认9999端口） - 在 data-visualization 目录执行
http-server - 根据
http-server中提示的网址，在浏览器（建议 Chrome ）中访问 - 关闭命令窗口即可退出
附录
- 数据可视化工具目录
- Sankey Diagrams
- 读书笔记 - 数据可视化实践
- F1 Championship Points as a d3.js Powered Sankey Diagram
- 前端模块化开发DEMO之攻击地图：推荐 @依宁 的一版攻击地图，感觉不错！
- konva：呈现能力不错，但与 Fabric 相比交互较弱。
反馈
https://github.com/TingGe/data-visualization/issues
贡献
https://github.com/TingGe/data-visualization/graphs/contributors
许可
(The MIT License)
Copyright (c) Ting Ge [email protected]
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