I am pretty new to R/working with data and am trying to change the title of the legend in a visualization I made. I have tried using fill=
in the labels()
function I have but it adds another legend for some reason. I have looked around for a solution and found this post however neither solution solved my problem.
Here is my code as I had it originally along with the visualization it makes:
data_2023_2 %>%
group_by(rideable_type, member_type) %>%
dplyr::summarize(total_trips = n()) %>%
ggplot(aes(x=rideable_type, y=total_trips, fill=member_type, color=member_type)) +
geom_bar(stat='identity', position = position_dodge2(preserve = "single", padding = 0.1)) +
geom_text(aes(label = total_trips), position = position_dodge2(preserve = "single", width = 0.9, padding = 0.1), vjust=1.5, colour="white") +
scale_fill_manual(values=c("darkorchid","darkseagreen")) +
scale_color_manual(values=c("darkorchid","darkseagreen")) +
theme_bw()+
labs(title="Number of Trips by Bike Type", x="Bicycle Type", y="Number of Rides")
And then here is the code with fill=
added in
data_2023_2 %>%
group_by(rideable_type, member_type) %>%
dplyr::summarize(total_trips = n()) %>%
ggplot(aes(x=rideable_type, y=total_trips, fill=member_type, color=member_type)) +
geom_bar(stat='identity', position = position_dodge2(preserve = "single", padding = 0.1)) +
geom_text(aes(label = total_trips), position = position_dodge2(preserve = "single", width = 0.9, padding = 0.1), vjust=1.5, colour="white") +
scale_fill_manual(values=c("darkorchid","darkseagreen")) +
scale_color_manual(values=c("darkorchid","darkseagreen")) +
theme_bw()+
labs(title="Number of Trips by Bike Type", x="Bicycle Type", y="Number of Rides", fill="Member Type")
you can do that in the labs function like this:
data_2023_2 %>%
group_by(rideable_type, member_type) %>%
dplyr::summarize(total_trips = n()) %>%
ggplot(aes(x=rideable_type, y=total_trips, fill=member_type)) +
geom_bar(stat='identity', position = position_dodge2(preserve = "single", padding = 0.1)) +
geom_text(aes(label = total_trips, fill = member_type), position = position_dodge2(preserve = "single", width = 0.9, padding = 0.1), vjust=1.5, colour="white") +
scale_fill_manual(values=c("darkorchid","darkseagreen")) +
theme_bw() +
labs(title="Number of Trips by Bike Type", x="Bicycle Type", y="Number of Rides", fill="Member Type")