I have several issues with the legend on the following plot:
Seems that I need to use scale_manual
and guide_legend
options, but all my attempts failed miserably.
Here is the code to create the plot. plotDumping
is the function that draws the plot, updateData
generates data frame for the plot and 'updateLabels' generates footnote for the plot.
library(ggplot2)
library(grid)
library(gridExtra)
library(scales)
max_waste_volume <- 2000
Illegal_dumping_fine_P <- 300000
Illigal_landfilling_fine_P1 <- 500000
Fine_probability_k <- 0.5
Official_tax_Ta <- 600
# mwv = max_waste_volume
# P = Illegal_dumping_fine_P
# P1 = Illigal_landfilling_fine_P1
# k = Fine_probability_k
# Ta = Official_tax_Ta
updateData <- function(mwv, k, P1, P, Ta){
# creates and(or) updates global data frame to provide data for the plot
new_data <<- NULL
new_data <<- as.data.frame(0:mwv)
names(new_data) <<- 'V'
new_data$IlD <<- k*P1/new_data$V
new_data$IlD_fill <<- new_data$IlD
new_data$IlD_fill[new_data$IlD_fill > Ta] <<- NA # we don't want ribbon to
new_data$IlL <<- Ta-k*P/new_data$V
}
updateLabels <- function(k, P1, P, Ta){
### creates footnote caption for the plot
prob <- paste('Fining probability = ', k, sep = '')
landfilling_fine <- paste('Illegal landfilling fine = ', P1, sep = '')
dumping_fine <- paste('Illegal dumping fine = ', P, sep = '')
tax <- paste('Official tax = ', Ta, sep = '')
note <<- paste(prob, landfilling_fine, sep = '; ')
note <<- paste(note, dumping_fine, sep = '; ')
note <<- paste(note, tax, sep = '; ')
note
}
plotDumping <- function(mwv,
P,
P1,
k,
Ta){
### this function draws the plot
# initialise plot data
updateData(mwv, k, P1, P, Ta)
updateLabels(k, P1, P, Ta)
# draw the plot
profit <- ggplot(data=new_data, aes(x = new_data$V)) +
geom_ribbon(show_guide = T, alpha = 0.25, ymax = Ta,
aes(ymin = new_data$IlD_fill,
fill = "Illegal landfill owner's\nprofitable ratio\n")) +
geom_ribbon(show_guide = F, alpha = 0.25, ymin = 0,
aes(ymax = new_data$IlL,
fill = "Waste owner's\nprofitable ratio")) +
geom_line(data=new_data,
aes(y = new_data$IlD, col = "Illegal landfill owner's\nprofitable ratio\n"),
size = 1,
linetype = 4) +
geom_line(data=new_data,
aes(y = new_data$IlL, col = "Waste owner's\nprofitable ratio"),
size = 1,
linetype = 5) +
geom_line(y = Ta,
aes(col = "Official tax"),
size = 1.5,
linetype = 1)+
xlim(c(0, max(new_data$V)))+
ylim(c(0, Ta*1.5))+
theme(axis.text.x = element_text(angle=0, hjust = 0),
axis.title = element_text(face = 'bold', size = 14),
title = element_text(face = 'bold', size = 16),
legend.position = 'right',
legend.title = element_blank(),
legend.text = element_text(size = 12),
legend.key.width = unit(1, 'cm'))+
labs(title="Profitable ratio between the volume \nof illegally disposed waste \nand costs of illegal waste disposure",
x="Waste volume, cubic meters",
y="Cost per cubic meter, RUB")
# add a footnote about paramaters used for the current plot
profit <- arrangeGrob(profit, sub = textGrob(note,
x = 0,
hjust = -0.1,
vjust=0.1,
gp = gpar(fontface = "italic", fontsize = 12)))
# show plot
print(profit)
}
# draw the plot
plotDumping(max_waste_volume,
Illegal_dumping_fine_P,
Illigal_landfilling_fine_P1,
Fine_probability_k,
Official_tax_Ta)
You can use the following syntax to change the legend labels in ggplot2: p + scale_fill_discrete(labels=c('label1', 'label2', 'label3', ...))
For each x value, geom_ribbon() displays a y interval defined by ymin and ymax . geom_area() is a special case of geom_ribbon() , where the ymin is fixed to 0 and y is used instead of ymax .
You can place the legend literally anywhere. To put it around the chart, use the legend. position option and specify top , right , bottom , or left . To put it inside the plot area, specify a vector of length 2, both values going between 0 and 1 and giving the x and y coordinates.
Example 1: Remove All Legends in ggplot2 We simply had to specify legend. position = “none” within the theme options to get rid of both legends.
One workaround in this situation would be to add geom_ribbon()
also for the Official tax
(using value Ta
as ymax
and ymin
). This will make both legend with the same levels and they will be joined together. Then with scale_fill_manual()
you can set fill value for Official tax
to NA and then in legend for this level fill will be as background.
+ geom_ribbon(show_guide = F, alpha = 0.25, ymin = Ta,ymax=Ta,
aes(fill = "Official tax"))
+ scale_fill_manual(values=c("#F8766D",NA,"#00BFC4"))
P.S. Do not use the $
inside the aes()
of ggplot()
functions (use just column names). As you already wrote data=new_data
all variables inside the aes()
are looked for in this data frame.
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