Choropleth maps with Highcharts and Shiny

栏目: IT技术 · 发布时间: 6年前

内容简介:We use[code]]czo2MjE6XCJsaWJyYXJ5KHNoaW55KTxiciAvPgpsaWJyYXJ5KHNoaW55ZGFzaGJvYXJkKTxiciAvPgpsaWJyYXJ5KGhpZ2hjaGFydGV7WyYqJl19cik8YnIgLz4KbGlicmFyeShjb3VudHJ5Y29kZSk8YnIgLz4KbGlicmFyeShkcGx5cik8YnIgLz4KPGJyIC8+CnNhbGVzICZsdDstIHtbJiomXX1yZWFkLmNzdihcJ3NhbGV

We use Choropleth maps to show differences in colors or shading of pre-defined regions like states or countries, which correspond to differences in quantitative values like total rainfall, average temperature, economic indicators etc

Choropleth maps with Highcharts and Shiny In our case we will use sales of a toy making company, as quantitative value, in different countries around the world. See example with this

shiny app

Choropleth maps with Highcharts and Shiny
Highcharter is a  R  wrapper for  Highcharts

javascript based charting  modules.

Rendering Choropleth Maps with Highcharts in Shiny
  • To see Highcharts/Shiny interaction, we will begin by creating basic Shiny dashboard layout: It contains a single select widget and single tab for displaying map.

[code]]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[[/code]

  • In server function, filtering and summarize data with dplyr library and create a reactive object

[code]]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[[/code]

Here we used library countrycode to convert long country names into one of many coding schemes. Adding new column iso3 in the summarized data with mutate function.

  • Passing reactive object in renderHighchart function. Customizing tooltip and sub-title content with reactive widgets.

[code]]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[[/code]

Dataset and shiny R file can be downloaded from

here


以上所述就是小编给大家介绍的《Choropleth maps with Highcharts and Shiny》,希望对大家有所帮助,如果大家有任何疑问请给我留言,小编会及时回复大家的。在此也非常感谢大家对 码农网 的支持!

查看所有标签

本站部分资源来源于网络,本站转载出于传递更多信息之目的,版权归原作者或者来源机构所有,如转载稿涉及版权问题,请联系我们

YC创业营: 硅谷顶级创业孵化器如何改变世界

YC创业营: 硅谷顶级创业孵化器如何改变世界

兰德尔·斯特罗斯 (Randall Stross) / 苏健 / 浙江人民出版社 / 2014-8-1 / CNY 52.90

在互联网创业成本日益降低、融资却越来越难的今天,硅谷的Y Combinator因何成为全世界创业者趋之若鹜的创业圣地?为什么25岁左右的青年最适合创业?创业者如何才能在遴选面试中脱颖而出?为什么YC特别看好那些主要由黑客组成的创业团队? YC真的歧视女性吗?如何想出能够赢得投资的新点子?创业者应该如何寻找联合创始人? 获准进入Y Combinator及其创业公司全程跟踪批量投资项目的第一人,......一起来看看 《YC创业营: 硅谷顶级创业孵化器如何改变世界》 这本书的介绍吧!

图片转BASE64编码
图片转BASE64编码

在线图片转Base64编码工具

SHA 加密
SHA 加密

SHA 加密工具

XML、JSON 在线转换
XML、JSON 在线转换

在线XML、JSON转换工具