I have one df with start points for 2 groups, and another with end points for those same groups. I want to make a ggplot drawing lines from the group 1 start to all group 1 ends that meet a condition, and from the group 2 starts to all group 2 ends that meet the condition, but I don't know what geom_ I need to use to make that happen, of if I can do it from two different dataframes as I'm attempting to.
# start coordinates:
set.seed(5)
start <- data.frame(matrix(nrow=2,ncol=3))
colnames(start) <- c("group","X","Y")
start$group <- c(1,2)
start$X <- c(5,10)
start$Y <- c(5,10)
# end coordinates:
df <- data.frame(matrix(nrow = 20,ncol=4))
colnames(df) <- c("group","X","Y","condition")
df$group <- rep(c(1,2),each=10)
df$X <- runif(20,0,20)
df$Y <- runif(20,0,20)
df$condition <- c("n","n","n","y","n",
"y","n","n","y","y",
"y","n","n","y","n",
"y","y","y","n","y")
# plot data
library(ggplot2)
ggplot(data=df,aes(x=X,y=Y,color=group))+
geom_point(aes(shape=condition))+
geom_point(data=start,aes(x=X,y=Y),size=2)
What I want is lines all coming out from the start point to only the "condition=yes" end points for each group. The graph would kind of look like two overlapping stars, but I can't figure out how to call from two dataframes in one geom_ command. Here's what I tried so far.
ggplot(data=df,aes(x=X,y=Y,color=group))+
geom_point(aes(shape=condition))+
geom_point(data=start,aes(x=X,y=Y),size=2)+
geom_segment(aes(x=start$X,
y=start$Y,
xend=df$X[df$condition=="y"],
yend=df$Y[df$condition=="y"],
group=group))
But this didn't work. Not sure if geom_segment is what I should be using anyway.
merged.data <- merge(x=start, y=df, by="group")
colnames(merged.data) <- c("group", "X.start", "Y.start", "X.end", "Y.end", "condition")
ggplot(df, aes(x=X, y=Y, color=as.character(group))) +
geom_point(size=2) +
geom_point(data=start, aes(x=X, y=Y, color=as.character(group)), size=2) +
geom_segment(data=merged.data[merged.data$condition == "y", ], aes(x=X.start, y=Y.start, xend=X.end, yend=Y.end, color=as.character(group)))