Enhance analysis

1 files changed, 17 insertions, 7 deletions

diff --git a/results/analysis.R b/results/analysis.R
index 6794e83..2e2bed0 100644
--- a/results/analysis.R
+++ b/results/analysis.R
@@ -3,15 +3,25 @@ library("knitr")
 
 data=read_csv("results.csv")
 
-final=data%>%group_by(simkey,wireless,wakeupfor)%>%summarize(energy=mean(energy),wireless=first(wireless),sd=sd(energy),wakeupfor=first(wakeupfor))
+final=data%>%group_by(simkey,wireless,wakeupfor)%>%summarize(wireless=first(wireless),sd=sd(energy),wakeupfor=first(wakeupfor),energy=mean(energy))
 
-ggplot(final,aes(x=simkey,y=energy))+
-    geom_bar(stat="identity",aes(fill=wireless),position=position_dodge())+
+ggplot(final,aes(x=simkey,y=energy,fill=wireless))+
+    geom_bar(stat="identity",position=position_dodge())+
     xlab("Scenarios")+ylab("Energy (J)")+
-    geom_errorbar(aes(ymin=energy-sd, ymax=energy+sd),width=.2,size=1.5) +
-    facet_wrap(~ wakeupfor) 
+    geom_errorbar(position=position_dodge(0.9),aes(ymin=energy-sd, ymax=energy+sd),width=0.5,size=1.5,) +
+    facet_wrap(~ wakeupfor) +
+    geom_text(aes(label = round(energy+sd), y= energy+sd),vjust=-0.4,position=position_dodge(0.9))+
+    geom_text(aes(label = round(energy-sd), y= energy-sd),vjust=+1.5,position=position_dodge(0.9))+
+    geom_text(aes(label = round(energy), y= energy/2),fontface="bold",colour="white",position=position_dodge(0.9))
 
+ggsave("figure.png")
+
+tf="tables.org"
+write("",file=tf)
 for(wake in unique(data$wakeupfor)){
-    print(kable(final%>%filter(wireless=="lora",wakeupfor==wake)))
-    print(kable(final%>%filter(wireless!="lora",wakeupfor==wake)))
+    write(kable(final%>%filter(wireless=="lora",wakeupfor==wake)),file=tf,append=TRUE)
+    write("\n",file=tf,append=TRUE)
+    write(kable(final%>%filter(wireless=="nbiot",wakeupfor==wake)),file=tf,append=TRUE)
+    write("\n",file=tf,append=TRUE)
 }
+