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武汉2019新型冠状病毒疫情可视化(ncov全国疫情地图及时间轴变化,各省市地图及疫情曲线),疫情数据分析系统,WuHan 2019-nCoV Data Visualization Analysis System

Home Page: http://106.54.48.46:8002

CSS 5.99% HTML 32.15% Python 49.16% JavaScript 12.66% Batchfile 0.02% Shell 0.02%

covid-19-visualization's Introduction

2019新型冠状病毒疫情数据获取、清洗、可视化、分析

针对此次武汉新型冠状病毒(2019-nCov)数据变化情况,做可视分析(Visualization Analysis),旨在呈现并还原疫情发展情况。

数据支持: BlankerL/DXY-2019-nCoV-Crawler 特别鸣谢!

可视化效果

新冠肺炎疫情 · 数据分析系统
WuHan 2019-nCoV Data Visualization Analysis System http://106.54.48.46:8002

项目特点

  1. 支持常规省、市、县三级地图数据可视化,下钻交互。

  2. 动态效果播放呈现各级区域疫情数据随时间变化趋势。(★★★★★)

  3. 全国省市混合热力图数据呈现,及时间序列变化趋势。(★★★★)

  4. 交互式数据分析

专业可视分析技术与思维倾情打造,敬请期待!

当前进度

1.完成数据获取、数据清洗

2.完成省级、市级地图、条形图数据展示和下钻交互。

3.完成时间轴动画播放

TODO:开发各曲线图,开发全国省市混合地图数据展示等

初步效果

时间序列曲线

Demo Image

时间序列播放

Demo Image

项目结构

1.前端源码:web目录下(VUE、ElementUI、ECharts、Maptalks、D3js)

开发部署:
	
	cd web/epidemic-map
	
	npm install
	
	npm run serve
	
	效果:http://localhost:8080/
	
具体参考 web/epidemic-map/README.md

2.后端源码:src目录下(PYTHON3、Flask、Mysql)

配置文件:src/config.py	

启动服务:
	start.bat - On Windows
	
	./start.sh - On Linux

3.数据库文件:src/db/epidemic.sql

4.数据:

使用API:https://lab.isaaclin.cn/nCoV

数据更新:src/data/dxy_record.py

数据清洗:地区标准化 - region_recognition.py

TODO: 数据定时增量更新

covid-19-visualization's People

Contributors

simonblowsnow avatar

Stargazers

xiaki avatar

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