log(Th) Th <- x/mean(x) Th x*log(Th) y <- (10,10,8,8,8,8,6,6,6,6,6,6,4,4,4,4,2,2) y <- c(10,10,8,8,8,8,6,6,6,6,6,6,4,4,4,4,2,2) y Th1 <- y/mean(y) Th1 Th1 <- sum(y*log(Th1)) Th1 Th1/sum(y) sum(y) mean(y) mean(y)*18 library(igraph) library(akima) library(gam) library(VGAM) library(R.methodS3) library(R.methodsS3) library(R.oo) library(digest) library(R.utils) library(SparseM) library(Recompression) library(Rcompression) library(R.mathlab) library(R.matlab) source("/Users/Markus/Research/SoftwareNature/R-Analysis/plfit.r") ls() runtest() help("plfit") plfit plfit() sample <- c(1.26, 0.34, 0.70, 1.75, 50.57, 1.55, 0.08, 0.42, 0.50, 3.20, 0.15, 0.49, 0.95, 0.24, 1.37, 0.17, 6.98, 0.10, 0.94, 0.38) sample unique(sample) xmins <- sort(unique(sample)) xmins xmins[-length(xmins)] xmins <- xmins[-length(xmins)] xmins max(sample) rm(xmin) rm(xmins) ls() sample mean(sample) sd(sample) sample <- sort(sample) sample plot(sample) all <- sum(sample) all help("cumsum") cumsum(sample) cumsum(sample)/all cumpercent <- cumsum(sample)/sum cumpercent <- (cumsum(sample)/sum) cumsample <- (cumsum(sample)/sum) cumsum(sample)/all cumsample <- cumsum(sample)/all plot(cumsample~sample) rm(cumsample) ls ls() rep(1/20,times=20) cumsum(rep(1/20,times=20)) props <- cumsum(rep(1/20,times=20)) plot(props~sample) plot(props~sample,type=h) plot(props~sample,type="h") plot(props~sample,type="l") plot(props~sample,type="s") plot(props~sample,type="s",log="x") dnorm(x) dnorm(1) seq(-4,4,length=200) seq(min(sample),max(sample),length=20) ttt <- seq(min(sample),max(sample),length=20) plot(props~ttt,type="s",log="x") ttt <- seq(mean(sample)-3*sd(sample),mean(sample)+3*sd(sample),length=20) plot(props~ttt,type="s",log="x") ls() props rep(1/20,times=20) pnorm(rep(1/20,times=20),mean=mean(sample),sd=sd(sample)) cumsum(pnorm(rep(1/20,times=20),mean=mean(sample),sd=sd(sample))) cumsum(rep(1,times=20)) qnorm(cumsum(rep(1,times=20)),mean=mean(sample),sd=sd(sample)) rnorm(20,mean=mean(sample),sd=sd(sample)) plot(rnorm(20,mean=mean(sample),sd=sd(sample))) ttt <- rnorm(20,mean=mean(sample),sd=sd(sample)) plot(props~ttt,type="s") ttt <- sort(ttt) plot(props~ttt,type="s") cumsum(1:10) cumsum(1:100) source("/Users/Markus/Research/Papers/WCSI2010/Data/Interactions/LoadDataCluster.r") load_cluster_data() ls ls() strsplit("C00C100.txt",'.') unlist(strsplit("C00C100.txt",'.')) help("strsplit") unlist(strsplit("C00C100.txt","\.")) unlist(strsplit("C00C100.txt",".")) unlist(strsplit("C00C100.txt",c('.'),fixed=T)) unlist(strsplit("C00C100.txt",c('.'),fixed=T))[1] source("/Users/Markus/Research/Papers/WCSI2010/Data/Interactions/LoadDataCluster.r") load_cluster_data() ls() systems <- load_cluster_data() systems rm(systems) source("/Users/Markus/Research/Papers/WCSI2010/Data/Interactions/LoadDataCluster.r") load_cluster_data() ls ls() systems cluster_data <- load_cluster_data() ls ls() cluster_data for ( s in systems ) get_system(s)$Clusters source("/Users/Markus/Research/Papers/WCSI2010/Data/Interactions/LoadDataCluster.r") cluster_data <- load_cluster_data() for ( s in systems ) get_system(s,env=cluster_data)$Clusters for ( s in systems ) get_system(s,cluster_data)$Clusters get_system("C999C908",cluster_data) ls() cluster_data get("C999C908",cluster_data) ls(cluster_data) get("C999C908",cluster_data) ls(cluster_data) ls() ls(cluster_data) exists("C990C718",cluster_data) get("C990C718",cluster_data) cluster_data <- load_cluster_data() source("/Users/Markus/Research/Papers/WCSI2010/Data/Interactions/LoadDataCluster.r") cluster_data <- load_cluster_data() get("C999C908C845C240C935C807C414C979C380C249C138",cluster_data) exists("C990C718",cluster_data) get("C990C718",cluster_data) get("C990C718",cluster_data)$Clusters get("C999C908C845C240C935C807C414C979C380C249C138",cluster_data)$Clusters for ( s in systems ) get_system(s,cluster_data)$Clusters systems for ( s in systems ) get(s,cluster_data)$Clusters for ( s in systems ) { print(s) } for ( s in systems ) { print(s) get(s,cluster_data) } for ( s in systems ) { print(s); get(s,cluster_data) } get("C999C908",cluster_data) get_system("C999C908",cluster_data) get_system("C999C908",cluster_data)$Clusters source("/Users/Markus/Research/Papers/WCSI2010/Data/Interactions/LoadDataCluster.r") gini(get_system("C999C908",cluster_data)$Clusters) mean(get_system("C999C908",cluster_data)$Clusters) sd(get_system("C999C908",cluster_data)$Clusters) mean source("/Users/Markus/Research/Papers/WCSI2010/Data/Interactions/LoadDataCluster.r") summarize_cluster("C999C908",cluster_data) source("/Users/Markus/Research/Papers/WCSI2010/Data/Interactions/LoadDataCluster.r") summarize_cluster("C999C908",cluster_data) get_system("C999C908",cluster_data)$Clusters get_system("C999C908C845C240C935C807C414",cluster_data)$Clusters summarize_cluster("C999C908C845C240C935C807C414",cluster_data) source("/Users/Markus/Research/Papers/WCSI2010/Data/Interactions/LoadDataCluster.r") summarize_all(systems,cluster_data) c(1,2,3)[1] c(1,2,3)[2] c(1,2,3)[3] c(1,2,3)[0] source("/Users/Markus/Research/Papers/WCSI2010/Data/Interactions/LoadDataCluster.r") summarize_all(systems,cluster_data) all <- summarize_all(systems,cluster_data) plot(all$Gini~all$N) all$N all all[0] all[1] all[2] source("/Users/Markus/Research/Papers/WCSI2010/Data/Interactions/LoadDataCluster.r") all <- summarize_all(systems,cluster_data) all all$N plot(all$Gini~all$N) plot(all$N~all$Gini) plot(all$Max~all$Min) plot(all$Max~all$Gini) plot(all$Min~all$Gini) plot(all$Mean~all$Gini) plot(all$Mean~all$N) plot(all$N~all$Gini) all$N plot(all$N~all$Gini,log="y") plot(all$Max~all$Gini,log="y") plot(all$Max~all$Gini) plot(all$Max~all$Gini,log="y") all$Max plot(all$Max~all$Gini,log="y") plot(all$Mean~all$Gini,log="y") plot(all$StdD~all$Gini,log="y") plot(all$StdD~all$Gini) plot(log10(all$StdD)~all$Gini) x <- c(1,1,1,1,1,2,3,4,1,2,2,3,3,4,5,6,7) hist(x) help(hist) help(hist,freq=F) help(hist,freq=FALSE) hist(x,freq=F) table(x) sum(x) table(x)/sum(x) length(x) x <- c(1,3,4,7,7,12,14,20,23,43,67,88) x table(x) table(x)/12 sum(table(x)/12) sum source("/Users/Markus/Research/SoftwareNature/Menzies/R-SCRIPTS/loadmerged.r") source("/Users/Markus/Research/SoftwareNature/Menzies/R-SCRIPTS/Gini.r") loadmerged() source("/Users/Markus/Research/SoftwareNature/Menzies/R-SCRIPTS/loadmerged.r") loadmerged() ls() ant-1.3 "ant-1.3" "aa" + "bb" rm("ant-1.3") rm("ant-1.4") rm("ant-1.5") rm("ant-1.6") rm("ant-1.7") ls() rm("lucene-2.0") rm("lucene-2.2") rm("lucene-2.4") rm("xalan-2.4") rm("xalan-2.5") rm("xalan-2.6") rm("xalan-2.7") ls() source("/Users/Markus/Research/SoftwareNature/Menzies/R-SCRIPTS/loadmerged.r") loadmerged() ls()