Hi I'm currently learning R programming in my sociology bachelor and I came to the problem that I cant implement two regression lines in a scatter plot. My code that I've written so far is the following:
#Value 1 and 2 from the first country
Lrscaleger <- c(4.535469,4.53125,4.515967,4.500684,4.446576,4.392469,4.390175,4.387881)
DomMusGer <- c(6,10,4,14,13,10,8,17)
GER <- data.frame(Lrscaleger,DomMusGer)
#Value 1 and 2 from the second country
Lrscalech <- c(5.136263,5.153846,5.148803,5.143759,5.103913,5.064067,5.079669,5.095272)
DomMusCH <- c(2,3,2,2,1,0,2,2)
CH <- data.frame(Lrscalech,DomMusCH)
#Scatterplot for Country Nr. 1
ggscatter(GER,
x = "Lrscaleger",
y="DomMusGer",
color="black",
add="reg.line",
xlab = "Politische Ausrichtung von 0(Links) - 10(Rechts)",
ylab= "Künstler:innen einheimisch")
#Scatterplot for Country Nr. 2
ggscatter(CH,
x = "Lrscalech",
y = "DomMusCH",
color="black",
add="reg.line",
xlab = "Politische Ausrichtung von 0(Links) - 10(Rechts)",
ylab= "Künstler:innen einheimisch")
TBMK I'm afraid that this is not possible via ggpubr::ggscatter
. I checked the docs and couldn't find an option to eg map a third variable on colorer... Instead I would suggest to simply use
ggplot2`.
To this end you first have to combine you country datasets using eg dplyr::bind_rows
. However, as the columns in your datasets have a suffix corresponding to the county code we first have to rename
the columns.
library(ggplot2)
library(dplyr)
library(ggpubr)
CH <- rename(CH, Lrscale = Lrscalech, DomMus = DomMusCH)
GER <- rename(GER, Lrscale = Lrscaleger, DomMus = DomMusGer)
CH_GER <- list(CH = CH, GER = GER) %>%
dplyr::bind_rows(.id = "country")
ggplot(CH_GER, aes(Lrscale, DomMus, color = country)) +
geom_point() +
geom_smooth(method = "lm", se = FALSE) +
ggpubr::theme_pubr() +
labs(x = "Politische Ausrichtung von 0(Links) - 10(Rechts)",
y= "Künstler:innen einheimisch")
#> `geom_smooth()` using formula 'y ~ x'
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