I have a scatterpie plot with pies plotted over x and y axes. How can I add straight lines that connect between pies? Ideally, I would want the lines to connect the y-values underlying the center points of the pies.
I tried adding geom_path
but it didn't work out.
This question is a follow-up on this question I posted before.
library(tidyverse)
library(scatterpie)
my_df <- structure(list(day_in_july = 13:20, yes_and_yes = c(0.611814345991561,
0.574750830564784, 0.593323216995448, 0.610539845758355, 0.650602409638554,
0.57429718875502, 0.575971731448763, 0.545454545454545), yes_but_no = c(0.388185654008439,
0.425249169435216, 0.406676783004552, 0.389460154241645, 0.349397590361446,
0.42570281124498, 0.424028268551237, 0.454545454545455), y = c(0.388185654008439,
0.425249169435216, 0.406676783004552, 0.389460154241645, 0.349397590361446,
0.42570281124498, 0.424028268551237, 0.454545454545455)), row.names = c(NA,
-8L), class = c("tbl_df", "tbl", "data.frame"))
p <- ggplot(data = my_df) +
geom_scatterpie(aes(x = day_in_july, y = y*50, r = 0.3),
data = my_df,
cols = colnames(my_df)[2:3],
color = "red") +
geom_text(aes(y = y*50, x = day_in_july,
label = paste0(formatC(y*100, digits = 3), "%")),
nudge_y = 0.07, nudge_x = -0.25, size = 3) +
geom_text(aes(y = y*50, x = day_in_july,
label = paste0(formatC((1-y)*100, digits = 3), "%")),
nudge_y = -0.07, nudge_x = 0.25, size = 3) +
scale_fill_manual(values = c("pink", "seagreen3")) +
scale_x_continuous(labels = xvals, breaks = xvals) +
scale_y_continuous(name = "yes but no",
labels = function(x) x/50) +
coord_fixed()
> p
Basically, I want to connect the y-values behind each pie, in a way that the line will be behind the pies.
I tried adding geom_path()
. But it didn't work and I just get the same plot with no line. Also tried geom_line
without success.
p + geom_path(x = as.numeric(my_df$day_in_july), y = my_df$yes_but_no)
Just add geom_path
with the same x
and y
aesthetics at the beginning of your code:
p <- ggplot(data = my_df) +
geom_path(aes(x = day_in_july, y = y*50)) +
geom_scatterpie(aes(x = day_in_july, y = y*50, r = 0.3),
data = my_df,
cols = colnames(my_df)[2:3],
color = "red") +
geom_text(aes(y = y*50, x = day_in_july,
label = paste0(formatC(y*100, digits = 3), "%")),
nudge_y = 0.07, nudge_x = -0.25, size = 3) +
geom_text(aes(y = y*50, x = day_in_july,
label = paste0(formatC((1-y)*100, digits = 3), "%")),
nudge_y = -0.07, nudge_x = 0.25, size = 3) +
scale_fill_manual(values = c("pink", "seagreen3")) +
# scale_x_continuous(labels = xvals, breaks = xvals) +
scale_y_continuous(name = "yes but no",
labels = function(x) x/50) +
coord_fixed()