在R中,在R中使用tdm或dtm上的IGRAPHE绘制关键字/单词关联(findAssocs)?
我想基于R中的某些内容创建一个,但我不知道如何超越绘制整个术语文档矩阵:在R中,在R中使用tdm或dtm上的IGRAPHE绘制关键字/单词关联(findAssocs)?,r,plot,igraph,term-document-matrix,R,Plot,Igraph,Term Document Matrix,我想基于R中的某些内容创建一个,但我不知道如何超越绘制整个术语文档矩阵: # Network analysis library(igraph) # load tdm data # create matrix Neg.m <- as.matrix(Ntdm_nonsparse) # to boolean matrix Neg.m[Neg.m>=1] <- 1 # to term adjacency matrix # %*% is product of 2 matrices
# Network analysis
library(igraph)
# load tdm data
# create matrix
Neg.m <- as.matrix(Ntdm_nonsparse)
# to boolean matrix
Neg.m[Neg.m>=1] <- 1
# to term adjacency matrix
# %*% is product of 2 matrices
Neg.m2 <- Neg.m %*% t(Neg.m)
Neg.m2[5:10,5:10]
# build graph with igraph ####
library(igraph)
# build adjacency graph
Neg.g <- graph.adjacency(Neg.m2, weighted=TRUE, mode="undirected")
# remove loops
Neg.g <- simplify(Neg.g)
# set labels and degrees of vertices
V(Neg.g)$label <- V(Neg.g)$name
V(Neg.g)$degree <- degree(Neg.g)
# plot layout fruchterman.reingold
layout1 <- layout.fruchterman.reingold(Neg.g)
plot(Neg.g, layout=layout1, vertex.size=20,
vertex.label.color="darkred")
换句话说,我想可视化一个特定关键字与R中其他关键字之间的联系,但我不知道如何实现 遵循word\u网络图(qdap包)中的示例
findAssocs(Ntdm, "verizon", .06)
$verizon
att switched switch wireless basket 09mbps 16mbps
0.16 0.13 0.11 0.11 0.10 0.09 0.09
32mbps 4gbs 5gbs cheaper ima landry nudge
0.09 0.09 0.09 0.09 0.09 0.09 0.09
sears wink collapsed expensive sprint -fine -law
0.09 0.09 0.08 0.08 0.08 0.07 0.07
11yrs 380 980 alltel callled candle cdma
0.07 0.07 0.07 0.07 0.07 0.07 0.07
concert consequence de-evolving dimas doria fluke left
0.07 0.07 0.07 0.07 0.07 0.07 0.07
london lulz lyingly niet outfits pocketbook puny
0.07 0.07 0.07 0.07 0.07 0.07 0.07
recentely redraw reinvesting reservoir satellite's shrimp stratosphere
0.07 0.07 0.07 0.07 0.07 0.07 0.07
strighten switchig switching undergo wheelchair wireless-never worth
0.07 0.07 0.07 0.07 0.07 0.07 0.07
yeap 1994 299 cheapest com' comin crushes
0.07 0.06 0.06 0.06 0.06 0.06 0.06
hhahahahahah mache metro metro-nyc must've rising sabotage
0.06 0.06 0.06 0.06 0.06 0.06 0.06
wholeheartedly
0.06