【数据可视化】R语言实现网络可视化
最近在学习贝叶斯网络，当用K2算法建立了贝叶斯网络结构之后，用R语言工具可以很清楚地实现网络可视化。
例如，在泰坦尼克号数据集中，最后生成的贝叶斯网络结构如下：
age, sex
portembarked, sex
numparentschildren, age
numparentschildren, sex
passengerclass, age
passengerclass, portembarked
passengerclass, fare
passengerclass, sex
passengerclass, numsiblings
passengerclass, survived
sex, survived
numsiblings, age
numsiblings, numparentschildren
numsiblings, sex
利用R语言的networdD3包，可以有效地实现网络可视化。
关于networkD3包的介绍：http://christophergandrud.github.io/networkD3/#simple
实现上文的网络框架的代码:
# Load package
library(networkD3)
# Create fake data
src <- c("passengerclass","passengerclass", "passengerclass", "passengerclass","passengerclass","passengerclass",
"numsiblings","numsiblings","numsiblings",
"numparentschildren","numparentschildren",
"age","portembarked","sex")
target <- c("age","portembarked","fare","sex","numsiblings","survived",
"age","numparentschildren","sex",
"age","sex",
"sex","sex","survived")
networkData <- data.frame(src, target)
# Plot
simpleNetwork(networkData)
最终实现的网络图如下:
sugar~