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text label overlap probelm
常见的解决方法有三种:
1. 使用wordcloud
#install.packages(c("wordcloud","tm"),repos="http://cran.r-project.org") library(wordcloud) library(tm) wordcloud("May our children and our children‘s children to a thousand generations, continue to enjoy the benefits conferred upon us by a united country, and have cause yet to rejoice under those glorious institutions bequeathed us by Washington and his compeers.",colors=brewer.pal(6,"Dark2"),random.order=FALSE) data(SOTU) SOTU <- tm_map(SOTU,function(x)removeWords(tolower(x),stopwords())) wordcloud(SOTU, colors=brewer.pal(6,"Dark2"),random.order=FALSE) states <- c(‘Alabama‘, ‘Alaska‘, ‘Arizona‘, ‘Arkansas‘, ‘California‘, ‘Colorado‘, ‘Connecticut‘, ‘Delaware‘, ‘Florida‘, ‘Georgia‘, ‘Hawaii‘, ‘Idaho‘, ‘Illinois‘, ‘Indiana‘, ‘Iowa‘, ‘Kansas‘, ‘Kentucky‘, ‘Louisiana‘, ‘Maine‘, ‘Maryland‘, ‘Massachusetts‘, ‘Michigan‘, ‘Minnesota‘, ‘Mississippi‘, ‘Missouri‘, ‘Montana‘, ‘Nebraska‘, ‘Nevada‘, ‘New Hampshire‘, ‘New Jersey‘, ‘New Mexico‘, ‘New York‘, ‘North Carolina‘, ‘North Dakota‘, ‘Ohio‘, ‘Oklahoma‘, ‘Oregon‘, ‘Pennsylvania‘, ‘Rhode Island‘, ‘South Carolina‘, ‘South Dakota‘, ‘Tennessee‘, ‘Texas‘, ‘Utah‘, ‘Vermont‘, ‘Virginia‘, ‘Washington‘, ‘West Virginia‘, ‘Wisconsin‘, ‘Wyoming‘) loc1 <- rnorm(50,c(0,0),matrix(c(1,.7,.7,1),ncol=2)) loc2 <- rnorm(50,c(0,0),matrix(c(1,.7,.7,1),ncol=2)) plot(loc1,loc2,type="n") text(loc1,loc2,states) #overlap textplot(loc[,1],loc[,2],states) #eliminate overlap
2. 使用direct label:
library(ggplot2) library(directlabels) x<-runif(10) y<-rnorm(10) z<-as.character(midwest$county[1:10]) q<-qplot(x,y)+geom_point(aes(colour=z)) direct.label(q, first.qp)
cited from:
http://drunks-and-lampposts.com/2012/02/22/labelling-a-ggplot-scatterplot/
http://blog.fellstat.com/?cat=11
http://stackoverflow.com/questions/21585128/how-to-avoid-overlapping-labels-with-identical-data-points-in-scatterplot-ggpl
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