R语言可视化与highchart

晓哥、python哥；微信15523802291

2016年10月21日

认识highchart

• Make your data come alive
• Make it easy for developers to set up interactive charts in their web pages
• 语法 hPlot(formula,data,type,group,size,title,subtitle,radius)其中type 主要包含 line;spline;scatter;bar;column;bubbom;pie;

散点图-分组

library(rCharts)hPlot(x = "Wr.Hnd", y = "NW.Hnd", data = MASS::survey, type = c("scatter"), group = "Clap", size = "Age")

气泡图

library(rCharts)hPlot(x = "Wr.Hnd", y = "NW.Hnd", data = MASS::survey, type = c("bubble"),group = "Clap", size = "Age")

折线图

library(rCharts)hPlot(x = "Wr.Hnd", y = "NW.Hnd", data = MASS::survey, type = c("line"), group = "Clap", size = "Age")

条形图

library(rCharts)hPlot(x = "Wr.Hnd", y = "NW.Hnd", data = MASS::survey, type = c("bar"), group = "Clap", size = "Age")

条形图

library(rCharts)hPlot(x = "Wr.Hnd", y = "NW.Hnd", data = MASS::survey, type = c("column"), group = "Clap", size = "Age")

饼图

library(rCharts)hPlot(~Clap, data = MASS::survey, type = c("pie"))

多图结合

hPlot(x = "Wr.Hnd", y = "NW.Hnd", data = MASS::survey, type = c("line", 
 ? ?"bubble", "scatter"), group = "Clap", size = "Age")

更多

• 热力图，type为heatmap
• 仪表盘, type 为gauge
• 箱线图：type为boxplot
• 瀑布图: type 为waterfall
• 漏斗图: type 为waterfall
• 金字塔图 ： type 为pyramid 此外，highchart还可以画3D图，更多详细内容请参考官网

介绍一下个人经常用的桑基图

library(networkD3)
URL <- paste0( ? ? ? ?"https://cdn.rawgit.com/christophergandrud/networkD3/", ? ? ? ?"master/JSONdata/energy.json")
Energy <- jsonlite::fromJSON(URL)# PlotsankeyNetwork(Links = Energy$links, Nodes = Energy$nodes, Source = "source", ? ? ? ? ? ? Target = "target", Value = "value", NodeID = "name", ? ? ? ? ? ? units = "TWh", fontSize = 12, nodeWidth = 30)

网络图

library(networkD3)# Create fake datasrc <- c("A", "A", "A", "A", ? ? ? ?"B", "B", "C", "C", "D")
target <- c("B", "C", "D", "J", ? ? ? ? ? ?"E", "F", "G", "H", "I")
networkData <- data.frame(src, target)# PlotsimpleNetwork(networkData)

表格图

library(DT) datatable(iris)