library(openxlsx) df<-read.xlsx("http://kanggc.iptime.org/book/data/finance-k.xlsx") df_dat<-data.matrix(df) year<-as.numeric(df$year) su<-df_dat[,2] bs<-df_dat[,3] dg<-df_dat[,4] ic<-df_dat[,5] gj<-df_dat[,6] dj<-df_dat[,7] us<-df_dat[,8] sj<-df_dat[,9] gg<-df_dat[,10] gw<-df_dat[,11] cb<-df_dat[,12] cn<-df_dat[,13] jb<-df_dat[,14] jn<-df_dat[,15] gb<-df_dat[,16] gn<-df_dat[,17] jj<-df_dat[,18] plot(year,su,type="l",ylab="",col="black", ylim=c(0,100)) lines(year,bs,col="green") lines(year,dg,col="blue") lines(year,ic,col="red") lines(year,gj,col="brown") lines(year,dj,col="gray") lines(year,us,col="gold") lines(year,sj,col="orange") lines(year,gg,col="black") lines(year,gw,col="green") lines(year,cb,col="blue") lines(year,cn,col="red") lines(year,jb,col="brown") lines(year,jn,col="gray") lines(year,gb,col="gold") lines(year,gn,col="orange") lines(year,jj,col="black") legend("bottomleft",legend=c("su","bs","dg","ic","gj","dj","us","sj","gg", "gw","cb","cn","jb","jn","gb","gn","jj"),col=c(1,3),lty=1)