I'm trying to produce a graph of growth rates over time based upon the following data which has blanks in two groups.
When I try to make a growth plot of this using geom_line
to join points there is no line for group c.
I'm just wondering if there is anyway to fix this
CodePudding user response:
One option would be to get rid of the missing values which prevent the points to be connected by the line:
Making use of the code from the answer I provided on your previous question but adding tidyr::drop_na
:
Growthplot <- data.frame(
Site = letters[1:4],
July = 0,
August = c(1, -1, NA, 2),
September = c(3, 2, 3, NA)
)
library(ggplot2)
library(tidyr)
library(dplyr, warn=FALSE)
growth_df <- Growthplot %>%
pivot_longer(-Site, names_to = "Month", values_to = "Length") %>%
mutate(Month = factor(Month, levels = c("July", "August", "September"))) %>%
drop_na()
ggplot(growth_df, aes(x = Month, y = Length, colour = Site, group = Site))
geom_point()
geom_line()
labs(color = "Site", x = "Month", y = "Growth in cm")
theme(axis.line = element_line(colour = "black", size = 0.24))